Patent Publication Number: US-11034981-B2

Title: Production of fatty alcohols in Rhodosporidium

Description:
CROSS REFERENCE TO RELATED APPLICATION(S) 
     This application is a 35 U.S.C. § 371 National Stage of International Patent Application No. PCT/SG2018/050045, filed Jan. 29, 2018, designating the United States and claiming priority to U.S. provisional application No. 62/455,669, filed on Feb. 7, 2017. Each of these applications is incorporated by reference in its entirety. 
    
    
     SEQUENCE LISTING 
     The present application is being filed along with a Sequence Listing in electronic format. The Sequence Listing is entitled 2577258PCTSequenceListing.txt, created on 24 Jan. 2018 and is 112 kb in size. The information in the electronic format of the Sequence Listing is incorporated herein by reference in its entirety. 
     BACKGROUND OF THE INVENTION 
     The present invention relates to the field of fungal production fatty alcohols. More specifically, the present invention relates to the production of fatty alcohols in  Rhodosporidium.    
     The publications and other materials used herein to illuminate the background of the invention or provide additional details respecting the practice, are incorporated by reference, and for convenience are respectively grouped in the Bibliography. 
     The term “lipid” is scientifically used to define fatty acids and their naturally-occurring derivatives (esters or amides) (Ratledge and Wilkinson, 1988a) as compared to its solubility property-related definition in general textbooks (Gunstone et al., 2012). Although the dominant oil and fat supplier in the world is derived from agricultural products, animal and marine sources, an increasing space is required for the potential production of fuels and chemical materials from microorganisms due to the depletion of oil resources and global warming. Furthermore, value-added single cell oil (SCO) produced from sustainable feedstock led to the comparably economic consideration of microbial factory with cheap plant products. 
     Lipid-producing microorganisms that can accumulate more than 20% or more of their biomass as lipids are termed as oleaginous, and there are very limited number of oleaginous microorganisms, e.g. only 25 oleaginous yeasts among 600 different yeast species (Ratledge and Wilkinson, 1988b). Triacyglycerides (TAGs) and steryl esters (SEs) are the major neutral lipids that represent the most important storage form of energy for eukaryotic cells (Beopoulos et al., 2012; Coleman and Lee, 2004; Czabany et al., 2007; Lung and Weselake, 2006; Sorger and Daum, 2003). Acyl-CoA:diacyglycerol acyltransferase (DGAT, EC 2.3.1.20), a transmembrane enzyme, acts in the final and committed step of TAG biosynthesis ( FIG. 1 ), which has been proposed to be the rate-limiting enzyme in lipid accumulation (Yen et al., 2008). TAG can also be formed by an acyl-CoA-independent pathway, in which the phospholipid:diacylglycerol acyltransferase (PDAT, EC 2.3.1.158) is responsible for TAG biosynthesis using phosphatidylcholine as the acyl donor (Dahlqvist et al., 2000; Yoon et al., 2012). Recently, another two groups of DGAT, a bifunctional DGAT/wax ester synthase (ADP1) and a soluble form of DGAT, have been found in  Acinetobacter calcoaceticus  and peanut cotyledons for biosynthesis of wax (Kalscheuer and Steinbuchel, 2003) and 3-acetyl-1,2-diacyl-sn-glycerols (acTAG, an unusual TAG) (Chi et al., 2014), respectively. DGAT1 and DGAT2 are two of the enzymes DGATs responsible for the main part of TAG biosynthesis. Interestingly, DGAT2 family members don not show DNA or protein sequence similarities with DGAT1, and a comparative genomics study suggests that the DGAT1 and DGAT2 gene families are separated through evolution (Turchetto-Zolet et al., 2011). 
       Rhodosporidium toruloides  (alias  Rhodotorula glutinis  or  Rhodotorula gracilis ), a member of Pucciniomycotina subphylum in the Basidiomycota, has been considered as an oleaginous and carotenogenic yeast (Ratledge and Wynn, 2002; Sampaio et al., 2003).  R. toruloides  is able to be cultured to extremely high cell density (&gt;100 g/l dry cell mass) and accumulate more than 60% biomass as triglycerides, making it a good host for the production of oil for biodiesel and many other applications from biomass (Liu et al., 2009; Turcotte and Kosaric, 1988; Zhao et al., 2010). Moreover,  R. toruloides  can accumulate high amount of carotenoids. Recently, the carotenoid biosynthesis pathway and enzymes has been clarified in our lab (our submitted manuscript), which made it possible for either metabolic engineering to improve the yields of certain carotenoid compositions or application of the pigmentation as an easily traceable genetic marker as other carotenogenic fungi (Youssar and Avalos, 2007). 
     As widely used in versatile industrial products, oleochemicals are a class of lipid-derived aliphatic molecules (Biermann et al., 2011), which was dominantly produced from inexpensive lipid sources such as plant oils and animal fats recently (Pfleger et al., 2015). One alternative route for the bioconversion of the cheap oleochemical feedstocks to oleochemicals is to develop microbial biocatalysts through metabolic engineering (Keasling, 2010). Fatty alcohol, an important raw materials and consumer product with 2-3 times more expensive than free fatty acids and biodiesel (Pfleger et al., 2015), can be widely applied in detergent, lubricant, plastics and cosmetics industrials (Biermann et al., 2011; Noweck and Grafahrend, 2000). Similar as other oleochemicals, fatty alcohols are traditionally produced by chemical hydration method (Carlsson et al., 2011). Recently, the rising environmental concerns of chemical production method resulted in the enzymatic production of fatty alcohols in genetically engineering microbial hosts, where fatty acid acyl-CoA reductases (FARs) catalyze the reduction of different acyl-CoA molecules to the corresponding medium/long-chain alcohols (C8-C18). Two classes of FARs, alcohol- and aldehyde-forming, have been identified in many organisms. Recently, microbial production of fatty alcohols through metabolic engineering has been successfully achieved in  Escherichia coli  (Haushalter et al., 2015; Liu et al., 2013a; Youngquist et al., 2013; Zheng et al., 2012) and  Saccharomyces cerevisiae  (Tang and Chen, 2015). Very recently, oleaginous yeasts  R. toruloides  was successfully developed for the production of fatty alcohols by metabolic engineering, where the highest titer ever reported to date (8 g/L) was achieved by fed-batch fermentation (Fillet et al., 2015). 
     It is desired to develop oleaginous yeast with increased production of fatty alcohols. 
     SUMMARY OF THE INVENTION 
     The present invention relates to the field of fungal production of fatty alcohols. More specifically, the present invention relates to the production of fatty alcohols in  Rhodosporidium.    
     Thus, in one aspect, the present invention provides a genetically modified host cell having down-regulation of four host cell triacylglycerol (TAG) synthases. In some embodiments, the host cell TAG synthases are type 1 acyl-CoA:diacylglycerol acyltransferase (Dga1), type 2 phospholipid:diacylglycerol acyltransferase (Lro1), acyl-CoA:sterol acyltransferase (steryl ester synthase, Are1), and type 3 soluble acyltransferase (Dga3). In some embodiments, the genetically modified host cell further has an overexpression of a heterologous fatty acyl-CoA reductase (FAR1; sometimes also referred to herein as FAR). In some embodiments, the coding sequence for FAR1 is codon modified for expression in the host cell. In some embodiments, the genetically modified host cell contains multiple copies of FAR1. In some embodiments, each copy of FAR1 is under control of the same or different promoters. In some embodiments, the genetically modified host cell further has down regulation of a host cell acyl-CoA oxidase 1 (Pox1). 
     In some embodiments, the genetically modified host cell comprises nucleic acid constructs, each comprising a nucleic acid sequence for down-regulating each of the TAG synthases described herein. In some embodiments, the genetically modified host cell comprises knocked-out host cell TAG synthases described herein. In some embodiments, the genetically modified host cell comprises a nucleic acid construct comprising a nucleic acid sequence for down-regulating a host cell Pox1. In some embodiments, the genetically modified host cell comprises a knocked-out host cell Pox1. In some embodiments, the genetically modified host cell comprises a nucleic acid construct comprising a promoter operatively linked to a heterologous nucleic acid sequence encoding FAR1. In some embodiments, the nucleic acid construct comprises multiple copies of FAR1 operatively linked to the same or different promoters. In some embodiments, the nucleic acid construct comprises three copies of FAR1 operatively linked to different promoters. 
     In some embodiments, the host cell is a cell of a  Rhodosporidium  species or a  Rhodotorula  species. In some embodiments, the host cell is a cell of a strain of  Rhodosporidium toruloides . In some embodiments, the host cell is  R. toruloides  strain ATCC 10657. 
     In a second aspect, the present invention provides a method for producing fatty alcohols. In some embodiments, the method comprises growing the genetically modified host cells described herein in or on a suitable medium for growth of the genetically modified host cell and for production of fatty alcohols. In some embodiments, the genetically modified host cells are cultured in a culture medium described herein. In some embodiments, the genetically modified host cells are grown in a conical flask containing a culture medium described herein. In some embodiments the genetically modified host cells are cultured in the conical flasks at a temperature as described herein. In some embodiments, the conical flasks are shaken at a rate as described herein. In some embodiments, the genetically modified host cells are grown in a bioreactor containing a culture medium described herein. 
    
    
     
       BRIEF DESCRIPTION OF THE FIGURES 
         FIG. 1  shows a scheme of triacylglycerol biosynthesis pathway in fungi. Abbreviations: LPA, lysophosphatidic acid; PA, phosphatidic acid; LPC, lysophosphatidylcholine; PC, phosphatidylcholine; G3P, sn-glycerol-3-phosphate; MAG, sn-1-monoacylglycerol; DAG, sn-1,2-diacylglycerol; TAG, triacylglycerol; FA, fatty acid, LPAT, acyl-CoA:lysophosphatidic acid acyltransferase; PAP, phosphatidate phosphatase; DGAT, acyl-CoA:diacylglycerol acyltransferase; MGAT, acyl-CoA:monoacylglycerol acyltransferase; DGTA, diacylglycerol transacylase; PDAT, phospholipid:diacylglycerol acyltransferase. 
         FIGS. 2A and 2B  show DGAT encoding genes and deletions in  R. toruloides .  FIG. 2A : Schematic diagram of DGAT encoding genes.  FIG. 2B : Southern blot analysis of DGAT gene deletion mutants. 
         FIGS. 3A and 3B  show a bioinformatic characterization of DGATs in  R. toruloides .  FIG. 3A : Phylogenic tree of DGATs from various species. Abbreviation of species: Ac,  Acinetobacter calcoaceticus ; Ah,  Arachis hypogaea  (peanut); At,  Arabidopsis thaliana ; Hs,  Homo sapiens ; Pv,  Phaseolus vulgaris ; Rc,  Ricinus communis  (castor bean); Rt,  Rhodosporidium toruloides ; Sc,  Saccharomyces cerevisiae ; Yl,  Yarrowia lipolytica ; Vf,  Vernicia fordii  (Tung tree).  FIG. 3B : Predicted transmembrane domains of Dga1, Lro1, Are1 and Dga3 from  R. toruloides . The TMHMM web tools of the Center for Biological Sequence Analysis, Technical University of Denmark TMHMM Server plots the probability of the  R. toruloides  DGATs forming a transmembrane helix (0-1.0 on the y-axis). 
         FIG. 4  shows the fold change in expression level of genes involved in lipid biosynthesis pathway between growth and lipid-inducing medium at different time points.  R. toruloides  Cells were cultured in YPD till exponential phase (OD˜10, time-point 0 h) and cells were pelleted, water-washed and resuspended to YNBD (YNB w/o aa or ammonium sulfate plus 50 g/L glucose) for 24 h. Total RNAs at 0, 12 and 24 h were extracted, treated with DNaseI and cDNAs were synthesized as the template. 
         FIGS. 5A-5C  show lipid profiles of DGAT mutants.  FIG. 5A : Cell dry biomass of  R. toruloides  wild type (WT) and DGAT single and multiple gene deletion mutants.  FIG. 5B : Relative lipid yields in  R. toruloides  WT and DGAT mutant strains. Lipid yield in WT strain was normalized to 100%.  FIG. 5C : Fatty acid profiles in  R. toruloides  WT and DGAT mutant strains. (D) Lipid profiling of DGAT mutants through thin-layer chromatography. Cells were cultured in GJ2013 medium for 5 days with rotary shaking. The loading amount of lipids for TLC separation is 100 μg. All tests were performed by biological triplicates. Abbreviation of DGAT mutants: dl—Δdga1Δlro1; da—Δdga1Δare1; dla—Δdga1Δlro1Δare1; dlad—Δdga1Δlro1Δare1Δdga3. Abbreviation of lipid components: SE—sterol ester; TAG—triacylglycerol; FFA—free fatty acids; DAG—diacylglycerol; MAG: monoacylglycerol; PL—polar lipids. 
         FIG. 6  shows lipid profiling of DGAT mutants through thin-layer chromatography. Cells were cultured in GJ2013 medium for 5 days with rotary shaking. The loading amount of lipids for TLC separation is 100 μg. All tests were performed by biological triplicates. Abbreviation of DGAT mutants is as in  FIGS. 5A-5C . Systematic names of fatty acids: C14:0—Myristic acid; C16:0—Palmitic acid; C16:1—Palmitoleic acid; C18:0—Stearic acid; C18:1—Oleic acid; C18:2—Linoleic acid; C18:3—α-Linolenic acid; C20:0—Arachidic acid; C22:0—Behenic acid; C24:0—Lignoceric acid. 
         FIG. 7  shows the formation of lipid bodies in different DGAT mutants. All cells cultured in MinRL3 medium for 5 days was used for the microscopic observation. The exposure time for DIC and BODIPY staining fluorescent microscopy was 1/15 s and ¼ s, respectively, except the observation of some strains under the exposure time of 1 s as shown in the figures. Bar represents 10 μm. Abbreviations: DIC—differential interference contrast microscopy; BODIPY—fluorescent microscopy with excitation and emission wavelength of 488 and 509 nm, respectively (eGFP channel); TEM—transmission electron microscopy. In TEM figures, L—lipid body; M—mitochondria; P—peroxisome. 
         FIGS. 8A-8D  show the overexpression of DGA1 and LRO1 in the null mutants.  FIG. 8A : Effects of overexpression of DGA1 in Δdga1 (Δdga1C) and quadruple mutant dlad (dlad-DGA1) on lipid production.  FIG. 8B : Effects of overexpression of LRO1 in quadruple mutant dlad (dlad-LRO1) on lipid production.  FIG. 8C : Effects of overexpression of DGA1 and LRO1 in the quadruple mutant dlad on the formation of lipid bodies.  FIG. 8D : Effects of Dga1 and Lro1 on the formation of lipid body. All cells cultured in MinRL3 medium for 5 days was used for the lipid extraction, TLC separation and microscopic observation. The loading amount of lipids for TLC separation is 100 μg. The exposure time for DIC and BODIPY staining fluorescent microscopy was 1/15 and ¼ second, respectively, except the extension exposure time of 1 second on dlad series mutants as shown in the figure. Bar represents 10 μm. Abbreviations of DGAT mutants: dlad—Δdga1Δlro1Δare1Δdga3; dlad-DGA1—Δdga1Δlro1Δare1Δdga3-P GPD1 ::DGA1::T35S CAR2 ; dlad-LRO1—Δdga1Δlro1Δare1Δdga3-P GPD1 ::LRO1::T35S CAR2 ; Δdga1C—Δdga1-P GPD1 ::DGA1::T35S CAR2 ; ΔLRO1C—Δlro1-P GPD1 ::LRO1::T35S CAR2 . Abbreviations of lipid components: SE—sterol ester; TAG—triacylglycerol; FFA—free fatty acids; DAG—diacylglycerol; MAG: monoacylglycerol; PL—polar lipids. Abbreviations of Microscopy mode: DIC—differential interference contrast microscopy; BODIPY—fluorescent microscopy with excitation and emission wavelength of 488 and 509 nm, respectively (eGFP channel). 
         FIGS. 9A-9C  show that Dga3 is a bifunctional enzyme, acyltransferase and Δ 1 -pyrroline-5-carboxylate dehydrogenase.  FIG. 9A : Effects of Dga3 on the formation of lipid body. DGA3 was constitutively expressed under the strong promoter GPD1 and reintroduced back into the quadruple mutant dlad. The exposure time for DIC and BODIPY staining fluorescent microscopy was 1/15 and ¼ second, respectively, except the extension exposure time of 1 second on dlad series mutants as shown in the figure. Bar represents 10 μm. Abbreviations of DGAT mutants: dlad—Δdga1Δlro1Δare1Δdga3; dlad-DGA3—Δdga1Δlro1Δare1Δdga3-P GPD1 ::DGA3::T35S CAR2 . (B) Drop assay of cell growth by serial dilution. A minimum medium (YNB) was used by supplementation of different carbon and nitrogen sources.  FIG. 9B : In vitro enzyme assay of Δ 1 -pyrroline-5-carboxylate dehydrogenase.  FIG. 9C : Proline metabolism pathway. 
         FIGS. 10A-10C  show metabolic engineering of  R. toruloides  to produce fatty alcohols.  FIG. 10A : Triple gene overexpression cassette (FAR1×3) in plasmid pKCGPTFAR1.  FIG. 10B : GC-MS separation and qualitative analysis of fatty alcohols and wax esters.  FIG. 10C : Microscopic observation of lipid body formation through BODIPY staining. The best fatty alcohol producer dladpFAR1 was cultured in different media for 5 days, stained with BODIPY and observed under microscopy. 
         FIGS. 11A and 11B  show metabolic engineering of fatty alcohol production in  R. toruloides .  FIG. 11A : Schematic diagram of metabolic engineering route for the production of fatty alcohol in  R. toruloides .  FIG. 11B : Fatty alcohol titers in different engineering mutants. All cells were cultured in GJm3 medium by shaking flask fermentation at 28° C., 280 rpm for 5 days. Abbreviations: RtCE-nls—Codon-optimized gene encoding a fusion protein of bacteriophage P1 Cre recombinase (C), human estrogen receptor α (E) and Simian virus 40 large antigen nuclear localization signal sequence (nls), this gene was regulated under the binding of estrogen and used for the excision of selection marker cassette by Cre/loxP recombination technique. Δku70—Deletion of KU70 gene to generate an elevated homologous recombination strain by defects in non-homologous end joining pathway. Δfad2—Deletion of Δ12,15 bifunctional fatty acid desaturase gene. Δdga1Δlro1Δare1Δdga3—Quadruple DGAT gene deletion mutant (lipid-less). Δpox1—Deletion of peroxisomal acyl-CoA oxisase 1 gene to block the degradation of fatty acids through β-oxidation pathway. 
         FIGS. 12A and 12B  show an optimization of fatty alcohol production.  FIG. 12A : TLC separation of extracted fatty alcohols from inside and outside of the cells (Intra- and Extra-, respectively). Lipid std is a mixture of TAG (10 mg/ml), 1,3-DAG, 1,2-DAG, 1-MAG and free fatty acids (each 1 mg/ml) as indicated in  FIG. 8A . Fal/WE std is a mixture of palmityl palmitate (carbon 32 wax ester) and hexadecanol (carbon 17 fatty alcohol), each of 5 mg/ml. The amount of sample loading is 5 μl each and developing system is hexane:ethyl ether:acetic acid=80:20:1.  FIG. 12B : Quantitation and profiling of extracted fatty alcohols after cultured in media with different carbon and nitrogen sources. SY—sucrose/yeast extract, DY—glucose/yeast extract, SC—sucrose/corn steep liquid, DY—glucose/corn steep liquid. C18:0-OH, C18:1-OH and C16:0-OH represents stearyl alcohol, oleyl alcohol and palmityl alcohol, respectively. 
     
    
    
     DETAILED DESCRIPTION 
     The present invention relates to the field of fungal production of α-eleosteric acid. More specifically, the present invention relates to the production of α-eleosteric acid in  Rhodosporidium.    
     Unless defined otherwise, all technical and scientific terms used herein have the same meaning as is commonly understood by one of skill in the art to which the invention belongs. 
     The term “about” or “approximately” means within a statistically meaningful range of a value. Such a range can be within an order of magnitude, preferably within 50%, more preferably within 20%, more preferably still within 10%, and even more preferably within 5% of a given value or range. The allowable variation encompassed by the term “about” or “approximately” depends on the particular system under study, and can be readily appreciated by one of ordinary skill in the art. 
     A “control” or “control fungus” or “control fungal cell” provides a reference point for measuring changes in phenotype of a subject fungus or fungal cell in which genetic alteration, such as transformation, has been effected as to a polynucleotide of interest. A subject fungus or fungal cell may be descended from a fungus or fungal cell so altered and will comprise the alteration. 
     A control fungus or fungal cell may comprise, for example: (a) a wild-type fungus or fungal cell, i.e., of the same genotype as the starting material for the genetic alteration which resulted in the subject fungus or fungal cell; (b) a fungus or fungal cell of the same genotype as the starting material but which has been transformed with a null construct (i.e., with a construct which has no known effect on the trait of interest, such as a construct comprising a marker gene); (c) a fungus or fungal cell genetically identical to the subject fungus or fungal cell but which is not exposed to conditions or stimuli that would induce expression of the polynucleotide of interest or (d) the subject fungus or fungal cell itself, under conditions in which the polynucleotide of interest is not expressed. 
     “Constitutive promoter” refers to a promoter which is capable of causing a gene to be expressed in most cell types at most. A “strong constitutive promoter” refers to a constitutive promoter that drives the expression of a mRNA to the top 10% of any mRNA species in any given cell. 
     A “dsRNA” or “RNAi molecule,” as used herein in the context of RNAi, refers to a compound, which is capable of down-regulating or reducing the expression of a gene or the activity of the product of such gene to an extent sufficient to achieve a desired biological or physiological effect. The term “dsRNA” or “RNAi molecule,” as used herein, refers to one or more of a dsRNA, siRNA, shRNA, ihpRNA, synthetic shRNA, miRNA. 
     The term “down regulated,” as it refers to genes inhibited by the subject RNAi method, refers to a diminishment in the level of expression of a gene(s) in the presence of one or more RNAi construct(s) when compared to the level in the absence of such RNAi construct(s). The term “down regulated” is used herein to indicate that the target gene expression is lowered by 1-100%. For example, the expression may be reduced by about 5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, or 99%. 
     The term “expression” with respect to a gene sequence refers to transcription of the gene and, as appropriate, translation of the resulting mRNA transcript to a protein. Thus, as will be clear from the context, expression of a protein coding sequence results from transcription and translation of the coding sequence. 
     As used herein, “gene” refers to a nucleic acid sequence that encompasses a 5′ promoter region associated with the expression of the gene product, any intron and exon regions and 3′ or 5′ untranslated regions associated with the expression of the gene product. 
     As used herein, “genotype” refers to the genetic constitution of a cell or organism. 
     The term “heterologous” or “exogenous” when used with reference to portions of a nucleic acid indicates that the nucleic acid comprises two or more subsequences that are not found in the same relationship to each other in nature. For instance, the nucleic acid is typically recombinantly produced, having two or more sequences from unrelated genes arranged to make a new functional nucleic acid, e.g., a promoter from one source and a coding region from another source. Similarly, a heterologous or exogenous protein indicates that the protein comprises two or more subsequences that are not found in the same relationship to each other in nature (e.g., a fusion protein). 
     “Inducible promoter” refers to a promoter which is capable of directly or indirectly activating transcription of one or more DNA sequences or genes in response to an inducer. The inducer can be a chemical agent such as a protein, metabolite, growth regulator, herbicide or phenolic compound or a physiological stress, such as that imposed directly by heat, cold, salt or toxic elements or indirectly through the action of a pathogen or disease agent such as a virus or other biological or physical agent or environmental condition. 
     “Introduced” in the context of inserting a nucleic acid fragment (e.g., a recombinant DNA construct) into a cell, means “transfection” or “transformation” or “transduction” and includes reference to the incorporation of a nucleic acid fragment into a eukaryotic or prokaryotic cell where the nucleic acid fragment may be incorporated into the genome of the cell (e.g., chromosome, plasmid, plastid or mitochondrial DNA), converted into an autonomous replicon, or transiently expressed (e.g., transfected mRNA). 
     “Knock-out” or “knockout” as used herein refers to a gene that is or has been made inoperative. Knock-out or gene knock-out refers to an inhibition or substantial suppression of endogenous gene expression either by a transgenic or a non-transgenic approach. For example, knock-outs can be achieved by a variety of approaches including transposons, retrotransposons, deletions, substitutions, mutagenesis of the endogenous coding sequence and/or a regulatory sequence such that the expression is substantially suppressed; and any other methodology that suppresses the activity of the target of interest. 
     “Operable linkage” or “operably linked” or “operatively linked” as used herein is understood as meaning, for example, the sequential arrangement of a promoter and the nucleic acid to be expressed and, if appropriate, further regulatory elements such as, for example, a terminator, in such a way that each of the regulatory elements can fulfill its function in the recombinant expression of the nucleic acid to make dsRNA. This does not necessarily require direct linkage in the chemical sense. Genetic control sequences such as, for example, enhancer sequences, can also exert their function on the target sequence from positions which are somewhat distant, or indeed from other DNA molecules (cis or trans localization). Preferred arrangements are those in which the nucleic acid sequence to be expressed recombinantly is positioned downstream of the sequence which acts as promoter, so that the two sequences are covalently bonded with one another. Regulatory or control sequences may be positioned on the 5′ side of the nucleotide sequence or on the 3′ side of the nucleotide sequence as is well known in the art. 
     “Over-expression” or “overexpression” refers to the production of a gene product in transgenic organisms that exceeds levels of production in normal, control or non-transformed organisms. 
     As used herein, “phenotype” refers to the detectable characteristics of a cell or organism, which characteristics are the manifestation of gene expression. 
     The terms “polynucleotide,” “nucleic acid” and “nucleic acid molecule” are used interchangeably herein to refer to a polymer of nucleotides which may be a natural or synthetic linear and sequential array of nucleotides and/or nucleosides, including deoxyribonucleic acid, ribonucleic acid, and derivatives thereof. It includes chromosomal DNA, self-replicating plasmids, infectious polymers of DNA or RNA and DNA or RNA that performs a primarily structural role. Unless otherwise indicated, nucleic acids or polynucleotide are written left to right in 5′ to 3′ orientation, Nucleotides are referred to by their commonly accepted single-letter codes. Numeric ranges are inclusive of the numbers defining the range. 
     The terms “polypeptide,” “peptide,” and “protein” are used interchangeably herein to refer to a polymer of amino acid residues. The terms apply to amino acid polymers in which one or more amino acid residue is an artificial chemical analogue of a corresponding naturally occurring amino acid, as well as to naturally occurring amino acid polymers. Amino acids may be referred to by their commonly known three-letter or one-letter symbols. Amino acid sequences are written left to right in amino to carboxy orientation, respectively. Numeric ranges are inclusive of the numbers defining the range. 
     “Promoter” refers to a nucleic acid fragment capable of controlling transcription of another nucleic acid fragment. 
     “Promoter functional in a fungus” is a promoter capable of controlling transcription in fungal cells whether or not its origin is from a fungal cell. 
     “Recombinant” refers to an artificial combination of two otherwise separated segments of sequence, e.g., by chemical synthesis or by the manipulation of isolated segments of nucleic acids by genetic engineering techniques. “Recombinant” also includes reference to a cell or vector, that has been modified by the introduction of a heterologous nucleic acid or a cell derived from a cell so modified, but does not encompass the alteration of the cell or vector by naturally occurring events (e.g., spontaneous mutation, natural transformation/transduction/transposition) such as those occurring without deliberate human intervention. 
     “Recombinant DNA construct” refers to a combination of nucleic acid fragments that are not normally found together in nature. Accordingly, a recombinant DNA construct may comprise regulatory sequences and coding sequences that are derived from different sources, or regulatory sequences and coding sequences derived from the same source, but arranged in a manner different than that normally found in nature. The terms “recombinant DNA construct” and “recombinant construct” are used interchangeably herein. A suppression DNA construct, used herein, is a type of recombinant DNA construct. In several embodiments described herein, a recombinant DNA construct may also be considered an “over expression DNA construct.” 
     “Regulatory sequences” refer to nucleotide sequences located upstream (5′ non-coding sequences), within, or downstream (3′ non-coding sequences) of a coding sequence, and which influence the transcription, RNA processing or stability, or translation of the associated coding sequence. Regulatory sequences may include, but are not limited to, promoters, translation leader sequences, introns, and polyadenylation recognition sequences. The terms “regulatory sequence” and “regulatory element” are used interchangeably herein. 
     “Stable transformation” refers to the introduction of a nucleic acid fragment into a genome of a host organism resulting in genetically stable inheritance. Once stably transformed, the nucleic acid fragment is stably integrated in the genome of the host organism and any subsequent generation. 
     “Transformation” as used herein refers to both stable transformation and transient transformation. 
     A “transformed cell” is any cell into which a nucleic acid fragment (e.g., a recombinant DNA construct) has been introduced. 
     “Transgenic fungus” includes reference to a fungus which comprises within its genome a heterologous polynucleotide. For example, the heterologous polynucleotide is stably integrated within the genome such that the polynucleotide is passed on to successive generations. The heterologous polynucleotide may be integrated into the genome alone or as part of a recombinant DNA construct. “Transgenic fungus” also includes reference to fungi which comprise more than one heterologous polynucleotide within their genome. A “transgenic fungus” encompasses all descendants which continue to harbor the foreign DNA. 
     Sequence alignments and percent identity calculations may be determined using a variety of comparison methods designed to detect homologous sequences including, but not limited to, the Megalign® program of the LASERGENE® bioinformatics computing suite (DNASTAR® Inc., Madison, Wis.). Unless stated otherwise, multiple alignment of the sequences provided herein were performed using the Clustal V method of alignment (Higgins and Sharp (1989)  CABIOS.  5:151-153) with the default parameters (GAP PENALTY=10, GAP LENGTH PENALTY=10). Default parameters for pairwise alignments and calculation of percent identity of protein sequences using the Clustal V method are KTUPLE=1, GAP PENALTY=3, WINDOW=5 and DIAGONALS SAVED=5. For nucleic acids these parameters are KTUPLE=2, GAP PENALTY=5, WINDOW=4 and DIAGONALS SAVED=4. After alignment of the sequences, using the Clustal V program, it is possible to obtain “percent identity” and “divergence” values by viewing the “sequence distances” table on the same program; unless stated otherwise, percent identities and divergences provided and claimed herein were calculated in this manner. 
     Alternatively, the Clustal W method of alignment may be used. The Clustal W method of alignment (described by Higgins and Sharp, CABIOS. 5:151-153 (1989); Higgins, D. G. et al., Comput. Appl. Biosci. 8:189-191 (1992)) can be found in the MegAlign™ v6.1 program of the LASERGENE® bioinformatics computing suite (DNASTAR® Inc., Madison, Wis.). Default parameters for multiple alignment correspond to GAP PENALTY=10, GAP LENGTH PENALTY=0.2, Delay Divergent Sequences=30%, DNA Transition Weight=0.5, Protein Weight Matrix=Gonnet Series, DNA Weight Matrix=IUB. For pairwise alignments the default parameters are Alignment=Slow-Accurate, Gap Penalty=10.0, Gap Length=0.10, Protein Weight Matrix=Gonnet 250 and DNA Weight Matrix=IUB. After alignment of the sequences using the Clustal W program, it is possible to obtain “percent identity” and “divergence” values by viewing the “sequence distances” table in the same program. 
     The term “under stringent conditions” means that two sequences hybridize under moderately or highly stringent conditions. More specifically, moderately stringent conditions can be readily determined by those having ordinary skill in the art, e.g., depending on the length of DNA. The basic conditions are set forth by Sambrook et al.,  Molecular Cloning: A Laboratory Manual , third edition, chapters 6 and 7, Cold Spring Harbor Laboratory Press, 2001 and include the use of a prewashing solution for nitrocellulose filters 5×SSC, 0.5% SDS, 1.0 mM EDTA (pH 8.0), hybridization conditions of about 50% formamide, 2×SSC to 6×SSC at about 40-50° C. (or other similar hybridization solutions, such as Stark&#39;s solution, in about 50% formamide at about 42° C.) and washing conditions of, for example, about 40-60° C., 0.5-6×SSC, 0.1% SDS. Preferably, moderately stringent conditions include hybridization (and washing) at about 50° C. and 6×SSC. Highly stringent conditions can also be readily determined by those skilled in the art, e.g., depending on the length of DNA. 
     Generally, such conditions include hybridization and/or washing at higher temperature and/or lower salt concentration (such as hybridization at about 65° C., 6×SSC to 0.2×SSC, preferably 6×SSC, more preferably 2×SSC, most preferably 0.2×SSC), compared to the moderately stringent conditions. For example, highly stringent conditions may include hybridization as defined above, and washing at approximately 65-68° C., 0.2×SSC, 0.1% SDS. SSPE (1×SSPE is 0.15 M NaCl, 10 mM NaH 2 PO 4 , and 1.25 mM EDTA, pH 7.4) can be substituted for SSC (1×SSC is 0.15 M NaCl and 15 mM sodium citrate) in the hybridization and washing buffers; washing is performed for 15 minutes after hybridization is completed. 
     It is also possible to use a commercially available hybridization kit which uses no radioactive substance as a probe. Specific examples include hybridization with an ECL direct labeling &amp; detection system (Amersham). Stringent conditions include, for example, hybridization at 42° C. for 4 hours using the hybridization buffer included in the kit, which is supplemented with 5% (w/v) Blocking reagent and 0.5 M NaCl, and washing twice in 0.4% SDS, 0.5×SSC at 55° C. for 20 minutes and once in 2×SSC at room temperature for 5 minutes. 
     Thus, in one aspect, the present invention provides a genetically modified host cell having down-regulation of four host cell triacylglycerol (TAG) synthases. In some embodiments, the host cell TAG synthases are type 1 acyl-CoA:diacylglycerol acyltransferase (Dga1), type 2 phospholipid:diacylglycerol acyltransferase (Lro1), acyl-CoA:sterol acyltransferase (steryl ester synthase, Are1), and type 3 soluble acyltransferase (Dga3). In some embodiments, the genetically modified host cell further has an overexpression of a heterologous fatty acyl-CoA reductase (FAR1). In some embodiments, the coding sequence for FAR1 is codon modified for expression in the host cell. In some embodiments, the genetically modified host cell contains multiple copies of FAR1. In some embodiments, each copy of FAR1 is under control of the same or different promoters. In some embodiments, the genetically modified host cell further has down regulation of a host cell acyl-CoA oxidase 1 (Pox1). 
     In some embodiments, the genetically modified host cell comprises nucleic acid constructs, each comprising a nucleic acid sequence for down-regulating each of the TAG synthases described herein. In some embodiments, the genetically modified host cell comprises knocked-out host cell TAG synthases described herein. In some embodiments, the genetically modified host cell comprises a nucleic acid construct comprising a nucleic acid sequence for down-regulating a host cell Pox1. In some embodiments, the genetically modified host cell comprises a knocked-out host cell Pox1. In some embodiments, the genetically modified host cell comprises a nucleic acid construct comprising a promoter operatively linked to a heterologous nucleic acid sequence encoding FAR1. In some embodiments, the nucleic acid construct comprises multiple copies of FAR1 operatively linked to the same or different promoters, such as those described herein. In some embodiments, the nucleic acid construct comprises three copies of FAR1 operatively linked to different promoters, such as those described herein. 
     In some embodiments, the invention provides a genetically modified fungal cell useful for producing fatty alcohols that comprises (a) a nucleic acid construct that overexpresses a heterologous fatty acyl-CoA reductase (FAR1); (b) either (i) a nucleic acid construct for down-regulating a host cell type 1 acyl-CoA:diacylglycerol acyltransferase (Dga1) or (ii) a knocked-out host cell Dga1 gene or a combination of (i) and (ii); (c) either (i) a nucleic acid construct for down-regulating a host cell type 2 phospholipid:diacylglycerol acyltransferase (Lro1) or (ii) a knocked-out host cell Lro1 gene or a combination of (i) and (ii); (d) either (i) a nucleic acid construct for down-regulating a host cell acyl-CoA:sterol acyltransferase (steryl ester synthase, Are1) or (ii) a knocked-out host cell Are1 gene or a combination of (i) and (ii); and (e) either (i) a nucleic acid construct for down-regulating a host cell type 3 soluble acyltransferase (Dga3) or (ii) a knocked-out host cell Dga3 gene or a combination of (i) and (ii). In some embodiments, the genetically modified fungal cell further comprises (f) either (i) a nucleic acid construct for down-regulating a host cell acyl-CoA oxidase 1 (Pox1) or (ii) a knocked-out host cell Pox1 gene or a combination of (i) and (ii). In some embodiments, the genetic background of the genetically modified host cells is FAD + , FAR1 + , Δdga1, Δlro1, Δare1, Δdga3 and optionally Δpox1. 
     In some embodiments, the heterologous FAR1 coding sequence(s) is (are) operatively linked to a strong constitutive promoter. In some embodiments, suitable strong constitutive promoters are described in WO 2012/169969, incorporated by reference herein in its entirety, which describes several polynucleotide sequences derived from the upstream region of glyceraldehyde phosphate dehydrogenase gene (GPD1), translation initiation factor gene (TEF), and putative stearoyl-CoA-delta 9-desaturase gene (FAD1) of selected fungal species that are able to function as a strong promoter of gene expression in Pucciniomycotina and Ustilaginomycotina subphyla, including  Rhodosporidium . In some embodiments, suitable strong constitutive promoters are described in WO 2014/142747, incorporated by reference herein in its entirety, which describes several polynucleotide sequences that function as strong promoters of gene expression in  Rhodosporidium, Rhodotorula, Sporobolomyces, Pseudozyma  and  Ustilago  genera. In some embodiments, suitable strong constitutive promoters are described in U.S. patent application No. 62/292,030 filed on 5 Feb. 2016, incorporated herein by reference it its entirety, which describes intron-containing promoters that are capable of driving strong expression of RNA or proteins in species of the  Rhodosporidium  or  Rhodotorula  genera. 
     In some embodiments, the strong constitutive promoter is the RtPLN1 in  promoter. In some embodiments the RtPLN1 in  promoter comprises the sequence set forth in SEQ ID NO:15. In some embodiments, the strong constitutive promoter is the RtGPD1 promoter. In some embodiments the RtGPD1 promoter comprises the sequence set forth in SEQ ID NO:16. In some embodiments, the strong constitutive promoter is the RtTEF1 in  promoter. In some embodiments, the RtTEF1 in  promoter comprises the sequence set forth in SEQ ID NO:17. In some embodiments, each copy of the FAR1 coding sequence is overexpressed by the same strong constitutive promoter, such as those described herein. In some embodiments, each copy of FAR1 coding sequences is overexpressed by the strong constitutive RtPLN1 in  promoter (SEQ ID NO:15). In some embodiments, each copy of the FAR1 coding sequence is overexpressed by the strong constitutive RtGPD1 promoter (SEQ ID NO: 16). In some embodiments, each copy of the FAR1 coding sequence is overexpressed by the strong constitutive RtTEF1 in  promoter (SEQ ID NO: 17). 
     In some embodiments, multiple copies of the FAR1 gene are present in the genetically modified host cell. In some embodiments, three copies of the FAR1 gene are present in the genetically modified host cell. In some embodiments, each copy of the FAR1 gene is operatively linked to a different strong constitutive promoter, such as those described herein. In some embodiments the different promoters are selected from by the strong constitutive RtPLN1 in  promoter (SEQ ID NO:15), the strong constitutive RtGPD1 promoter (SEQ ID NO:16), or the strong constitutive RtTEF1 in  promoter (SEQ ID NO: 17). 
     In some embodiments, the heterologous FAR1 is derived from  Marinobacter aquaeolei . In some embodiments, the coding sequence is codon optimized for the host fungal cell. In some embodiments, the FAR1 derived from  M. aquaeoleii  has the sequence set forth in SEQ ID NO: 14. In some embodiments, the coding sequence for the FAR1 derived from  M. aquaeolei  is set forth in SEQ ID NO:13. In some embodiments, heterologous FAR1 is a fatty acyl-CoA reductase derived from any fungal species and codon optimized for strong expression in  Rhodosporidium  species. 
     In some embodiments, the host cell type 1 acyl-CoA:diacylglycerol acyltransferase (Dga1) has the amino acid sequence set forth in SEQ ID NO:6. In some embodiments, Dga1 is encoded by the nucleotide sequence set forth in SEQ ID NO:5. In some embodiments, the genomic sequence for Dga1 is set forth in SEQ ID NO: 1. 
     In some embodiments, the host cell type 2 phospholipid:diacylglycerol acyltransferase (Lro1) has the amino acid sequence set forth in SEQ ID NO:8. In some embodiments, Lro1 is encoded by the nucleotide sequence set forth in SEQ ID NO:7 In some embodiments, the genomic sequence for Lro1 is set forth in SEQ ID NO:2. 
     In some embodiments, the host cell acyl-CoA:sterol acyltransferase (steryl ester synthase, Are1) has the amino acid sequence set forth in SEQ ID NO: 10. In some embodiments, Are1 is encoded by the nucleotide sequence set forth in SEQ ID NO:9. In some embodiments, the genomic sequence for Are1 is set forth in SEQ ID NO:3. 
     In some embodiments, the host cell type 3 soluble acyltransferase (Dga3) has the amino acid sequence set forth in SEQ ID NO: 12. In some embodiments, Dga3 is encoded by the nucleotide sequence set forth in SEQ ID NO: 11. In some embodiments, the genomic sequence for Dga3 is set forth in SEQ ID NO:4. 
     In some embodiments, the host cell acyl-CoA oxidase 1 (Pox1) has the amino acid sequence set forth in SEQ ID NO:61. In some embodiments, Pox1 is encoded by the nucleotide sequence set forth in SEQ ID NO:60. In some embodiments, the genomic sequence for Pox1 is set forth in SEQ ID NO:62. 
     In some embodiments, the expression of the host cell type 1 acyl-CoA:diacylglycerol acyltransferase (Dga1) gene or production of its protein is reduced (down-regulated) or knocked-out by anti-sense expression, co-suppression, dsRNA, ribozymes, microRNA, RNAi, genome editing, targeted promoter inactivation, site-directed mutagenesis and knock-outs. In some embodiments, the expression of the host cell type 2 phospholipid:diacylglycerol acyltransferase (Lro1) gene or production of its protein is reduced (down-regulated) or knocked-out by anti-sense expression, co-suppression, dsRNA, ribozymes, microRNA, RNAi, genome editing, targeted promoter inactivation, site-directed mutagenesis and knock-outs. In some embodiments, the expression of the host cell acyl-CoA:sterol acyltransferase (steryl ester synthase, Are1) gene or production of its protein is reduced (down-regulated) or knocked-out by anti-sense expression, co-suppression, dsRNA, ribozymes, microRNA, RNAi, genome editing, targeted promoter inactivation, site-directed mutagenesis and knock-outs. In some embodiments, the expression of the host cell type 3 soluble acyltransferase (Dga3) gene or production of its protein is reduced (down-regulated) or knocked-out by anti-sense expression, co-suppression, dsRNA, ribozymes, microRNA, RNAi, genome editing, targeted promoter inactivation, site-directed mutagenesis and knock-outs. 
     Such techniques are described in U.S. Pat. No. 7,312,323 and references cited therein. For example, reduction might be accomplished, for example, with transformation of a fungal host cell to comprise a promoter and other 5′ and/or 3′ regulatory regions described herein linked to an antisense nucleotide sequence, hairpin, RNA interfering molecule, double stranded RNA, microRNA or other nucleic acid molecule, such that tissue-preferred expression of the molecule interferes with translation of the mRNA of the native DNA sequence or otherwise inhibits expression of the native target gene in fungal cells. For further description of RNAi techniques or microRNA techniques, see, e.g., U.S. Pat. Nos. 5,034,323; 6,326,527; 6,452,067; 6,573,099; 6,753,139; and 6,777,588. See also International Publication Nos. WO 97/01952, WO 98/36083, WO 98/53083, WO 99/32619 and WO 01/75164; and U.S. Patent Application Publication Nos. 2003/0175965, 2003/0175783, 2003/0180945, 2004/0214330, 2005/0244858, 2005/0277610, 2006/0130176, 2007/0265220, 2008/0313773, 2009/0094711, 2009/0215860, 2009/0308041, 2010/0058498 and 2011/0091975. See also International Publication No. WO 2016/159887. RNAi molecules or microRNA molecules (referred to collectively herein as RNAi molecules) can be prepared by the skilled artisan using techniques well known in the art, including techniques for the selection and testing of RNAi molecules and microRNA molecules that are useful for down regulating a target gene. See, for example, Wesley et al. (2001)], Mysara et al. (2011), and Yan et al. (2012). 
     Knockouts of the genes described herein are accomplished using conventional techniques well known to skilled artisan, for example, by using homologous recombination which may be enhanced by the use of a non-homologous end-joining (NHEJ) mutant (Koh et al., 2014) or by using the CRISPR-CAS9 system (Ran et al., 2013). 
     In some embodiments, the host cell is a cell of a  Rhodosporidium  species or a  Rhodotorula  species. In some embodiments, the host cell is a cell of a strain of  Rhodosporidium toruloides . In some embodiments, a nucleic acid construct is stably integrated in the genome of the fungal cell. In other embodiments, the fungal cell is part of a composition also comprising a culture medium. In some embodiments, the host cell is  R. toruloides  strain ATCC 10657. 
     In a second aspect, the present invention provides a method for producing fatty alcohols. In some embodiments, the method comprises growing the genetically modified host cells described herein in or on a suitable medium for growth of the genetically modified host cell and for production of the desired terpene described herein. In some embodiments, the genetically modified host cells are cultured in a culture medium described herein. In some embodiments, the genetically modified host cells are grown in a conical flask containing a culture medium described herein. In some embodiments the genetically modified host cells are cultured in the conical flasks at about 20° C. to about 32° C., preferably at about 25° C. to about 30° C., more preferably at about 28° C. In some embodiments, the conical flasks are shaken at about 100 rpm to about 300 rpm, preferably at about 150 rpm to about 300 rpm, more preferably about 250 rpm to about 280 rpm, more preferable about 280 rpm. In some embodiments, the medium is GJm3 or DYM1. 
     In some embodiments, the GJm3 medium comprises per litre: 70 g glucose, 2.5 g yeast extract, 0.4 g KH 2 PO 4 , 1.5 g MgSO 4 .7H 2 O, and 10 ml trace element solution. In some embodiments, the trace element solution comprises per litre: 4.0 g CaCl 2 .2H 2 O, 0.55 g FeSO 4 .7H 2 O, 0.52 g citric acid.H 2 O, 0.1 g ZnSO 4 .7H 2 O, 0.076 g MnSO 4 .H2O, and 0.1 ml smoked H 2 SO 4 . In some embodiments the pH of the GJm3 medium is from about 5.5 to about 6.5, preferably from about 5.8 to about 6.2, more preferably about 6.0. In some embodiments, the DYM1 medium comprises per litre: 100 g glucose, 22.5 g yeast extract, 0.75 g K 2 HPO 4 , 0.7 g NH 4 NO 3 , 0.4 g MgSO 4 .7H 2 O, and 0.4 g CaCl 2 .2H 2 O. In some embodiments the pH of the DYM1 medium is from about 4.5 to about 5.5, preferably from about 4.8 to about 5.2, more preferably about 5.0. 
     In some embodiments, the genetically modified host cells are grown in a bioreactor containing a culture medium described herein. In some embodiments, the culture medium is the DYM1 medium described herein. In some embodiments, the genetically modified host cells from a seed culture in YPD broth (1% yeast extract, 2% peptone, 2% glucose) are inoculated into a bioreactor at a dilution rate of about 1% to about 30%, preferably about 5% to about 20%, more preferably about 10%. In some embodiments, the fermentation medium is kept at about 20° C. to about 32° C., preferably at about 25° C. to about 30° C., more preferably at about 30° C. In some embodiments, the fermentation medium is kept at a pH of about 4.5 to about 5.5, preferably about 4.8 to about 5.2, more preferably about 5. In some embodiments, the pH is maintained by the addition of 12.5% NH 4 OH solution. In some embodiments, the fermentation medium is kept at a pO 2  of about 10% to about 50%, preferably about 10% to about 40%, more preferably about 30%. In some embodiments, the pO 2  is sustained above 30% of air saturation by adapting the stirrer speed. In some embodiments, the bioreactor is aerated at about 2.5 L/min to about 4 L/min, preferably from about 2.8 L/min to about 3.2 L/min, more preferably about 3 L/min (1.5 vvm). In some embodiments, glucose concentration in the medium was kept at about 40 g/L to about 60 g/L by feeding glucose (about 800 g/L). In some embodiments, glucose feeding was stopped after 100 h to about 140 h, preferably about 110 h to about t130 h, more preferably about 120 h of cultivation to achieve its full consumption. 
     In some embodiments, fatty alcohols can be produced having from 4-6 carbons to as many as 22-26 carbons, including the commercially important lauryl (C14:0), stearyl (C18:0) and oleyl (C18:1) alcohols. In some embodiments, the amount of fatty alcohols produced in shaking flask cultures in accordance with the present invention ranges in the amount of about 1.5 g/L to about 2.5 g/L, typically about 2.0 g/L. In some embodiments, the amount of fatty alcohols produced in 2 L bioreactor cultures in accordance with the present invention ranges in the amount of about 11.0 g/L to about 13.0 g/L, typically about 12.0 g/L. 
     In preparing nucleic acid constructs for use in the present invention, the various DNA fragments may be manipulated, so as to provide for the DNA sequences in the proper orientation and, as appropriate, in the proper reading frame. Toward this end, adapters or linkers may be employed to join the DNA fragments or other manipulations may be involved to provide for convenient restriction sites, removal of superfluous DNA, removal of restriction sites, or the like. For this purpose, in vitro mutagenesis, primer repair, restriction, annealing, resubstitutions, e.g. transitions and transversions may be involved. 
     Nucleic acids of the present invention may also be synthesized, either completely or in part, especially where it is desirable to provide fungi-preferred sequences, by methods known in the art. Thus, all or a portion of the nucleic acids of the present invention may be synthesized using codons preferred by a selected host. Species-preferred codons may be determined, for example, from the codons used most frequently in the proteins expressed in a particular host species. Other modifications of the nucleotide sequences may result in mutants having slightly altered activity. 
     One or more nucleic acid constructs may be introduced directly into a fungal cell using techniques such as electroporation, DNA particle bombardment. Alternatively, the nucleic acid constructs may be combined with suitable T-DNA flanking regions and introduced into an  Agrobacterium tumefaciens  host, which will deliver the gene cassette into the fungal genome. Thus, any method, which provides for effective transformation/transfection of fungi may be employed. See, for example, U.S. Pat. Nos. 7,241,937, 7,273,966 and 7,291,765 and U.S. Patent Application Publication Nos. 2007/0231905 and 2008/0010704 and references cited therein. See also, International Published Application Nos. WO 2005/103271 and WO 2008/094127 and references cited therein. See also International Publication No. WO 2016/159887. 
     The transformed fungi are transferred to standard growing media (e.g., solid or liquid nutrient media, grain, vermiculite, compost, peat, wood, wood sawdust, straw, etc.) and grown or cultivated in a manner known to the skilled artisan. 
     After the polynucleotide is stably incorporated into transformed fungi, it can be transferred to other fungi by sexual crossing. Any of a number of standard breeding techniques can be used, depending upon the species to be crossed. 
     It may be useful to generate a number of individual transformed fungi with any recombinant construct in order to recover fungi free from any positional effects. It may also be preferable to select fungi that contain more than one copy of the introduced polynucleotide construct such that high levels of expression of the recombinant molecule are obtained. 
     It may be desirable to produce fungal lines that are homozygous for a particular gene if possible in the particular species. In some species this is accomplished by the use monosporous cultures. By using these techniques, it is possible to produce a haploid line that carries the inserted gene and then to double the chromosome number either spontaneously or by the use of colchicine. This gives rise to a fungus that is homozygous for the inserted gene, which can be easily assayed for if the inserted gene carries with it a suitable selection marker gene for detection of fungi carrying that gene. Alternatively, fungi may be self-fertilized, leading to the production of a mixture of spores that consists of, in the simplest case, three types, homozygous (25%), heterozygous (50%) and null (25%) for the inserted gene. Although it is relatively easy to score null fungi from those that contain the gene, it is possible in practice to score the homozygous from heterozygous fungi by Southern blot analysis in which careful attention is paid to the loading of exactly equivalent amounts of DNA from the mixed population, and scoring heterozygotes by the intensity of the signal from a probe specific for the inserted gene. It is advisable to verify the results of the Southern blot analysis by allowing each independent transformant to self-fertilize, since additional evidence for homozygosity can be obtained by the simple fact that if the fungi was homozygous for the inserted gene, all of the subsequent fungal lines from the selfed individual will contain the gene, while if the fungus was heterozygous for the gene, the generation grown from the selfed seed will contain null fungal lines. Therefore, with simple selfing one can select homozygous fungal lines that can also be confirmed by Southern blot analysis. 
     Creation of homozygous parental lines makes possible the production of hybrid fungus and spores that will contain a modified protein component. Transgenic homozygous parental lines are maintained with each parent containing either the first or second recombinant DNA sequence operably linked to a promoter. Also incorporated in this scheme are the advantages of growing a hybrid crop, including the combining of more valuable traits and hybrid vigor. 
     The practice of the present invention employs, unless otherwise indicated, conventional techniques of chemistry, molecular biology, microbiology, recombinant DNA, genetics, immunology, cell biology, cell culture and transgenic biology, which are within the skill of the art. See, e.g., Maniatis et al., 1982 , Molecular Cloning  (Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y.); Sambrook et al., 1989 , Molecular Cloning,  2nd Ed. (Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y.); Sambrook and Russell, 2001 , Molecular Cloning,  3rd Ed. (Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y.); Ausubel et al., 1992),  Current Protocols in Molecular Biology  (John Wiley &amp; Sons, including periodic updates); Glover, 1985 , DNA Cloning  ( IRL Press , Oxford); Russell, 1984 , Molecular biology of plants: a laboratory course manual  (Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y.); Anand,  Techniques for the Analysis of Complex Genomes , (Academic Press, New York, 1992); Guthrie and Fink,  Guide to Yeast Genetics and Molecular Biology  (Academic Press, New York, 1991); Harlow and Lane, 1988 , Antibodies , (Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y.);  Nucleic Acid Hybridization  (B. D. Hames &amp; S. J. Higgins eds. 1984);  Transcription And Translation  (B. D. Hames &amp; S. J. Higgins eds. 1984);  Culture Of Animal Cells  (R. I. Freshney, Alan R. Liss, Inc., 1987);  Immobilized Cells And Enzymes  (IRL Press, 1986); B. Perbal,  A Practical Guide To Molecular Cloning  (1984); the treatise,  Methods In Enzymology  (Academic Press, Inc., N.Y.);  Methods In Enzymology , Vols. 154 and 155 (Wu et al. eds.),  Immunochemical Methods In Cell And Molecular Biology  (Mayer and Walker, eds., Academic Press, London, 1987);  Handbook Of Experimental Immunology , Volumes I-IV (D. M. Weir and C. C. Blackwell, eds., 1986); Riott,  Essential Immunology,  6th Edition, Blackwell Scientific Publications, Oxford, 1988; Fire et al.,  RNA Interference Technology: From Basic Science to Drug Development , Cambridge University Press, Cambridge, 2005; Schepers,  RNA Interference in Practice , Wiley-VCH, 2005; Engelke,  RNA Interference  ( RNAi ):  The Nuts  &amp;  Bolts of siRNA Technology , DNA Press, 2003; Gott,  RNA Interference, Editing, and Modification: Methods and Protocols  ( Methods in Molecular Biology ), Human Press, Totowa, N.J., 2004; Sohail,  Gene Silencing by RNA Interference: Technology and Application , CRC, 2004. 
     EXAMPLES 
     The present invention is described by reference to the following Examples, which are offered by way of illustration and are not intended to limit the invention in any manner. Standard techniques well known in the art or the techniques specifically described below were utilized. 
     Example 1 
     Materials and Methods 
     Strains, Media, and Culture Conditions: 
       R. toruloides  strain ATCC 10657 was obtained from ATCC (USA).  R. toruloides  was cultured at 28° C. in YPD broth (1% yeast extract, 2% peptone, 2% glucose, w/v) or on potato-dextrose agar (PDA).  A. tumefaciens  strain AGL2 (Cai et al., 2009) was cultured at 28° C. in either liquid or solid 2YT medium (1.6% tryptone, 1% yeast extract, 0.5% NaCl).  Escherichia coli  XL1-Blue was cultured in Luria-Bertani (LB) broth or on LB agar and used for routine DNA manipulations. 
     Lipid accumulation medium MinRL2 was prepared as reported previously (Liu et al., 2015). Lipid accumulation medium GJm3 was prepared as described previously (Jin et al., 2013) with some modifications. Briefly, GJm3 medium (per litre) contains 70 g glucose, 2.5 g yeast extract, 0.4 g KH 2 PO 4 , 1.5 g MgSO 4 .7H 2 O, 10 ml trace element solution, pH6.0. Trace element solution (per litre): 4.0 g CaCl 2 .2H 2 O, 0.55 g FeSO 4 .7H 2 O, 0.52 g citric acid.H 2 O, 0.1 g ZnSO 4 .7H 2 O, 0.076 g MnSO 4 .H2O, 0.1 ml smoked H 2 SO 4 . 
     Fatty alcohol production medium SC, SY, DC and DY modified from the PSC medium (Fillet et al., 2015). SC (PSC) medium contains (per litre) 100 g sucrose, 22.5 g corn steep liquid, 0.75 g K 2 HPO 4 , 0.7 g NH 4 NO 3 , 0.4 g MgSO 4 .7H 2 O, 0.4 g CaCl 2 .2H 2 O, pH5.0. SY medium is similar as SC medium except the replacement of corn steep liquid by yeast extract. DC and DY medium is similar as SC and SY medium, respectively, except the replacement of sucrose by glucose. 
     Bioinformatics: Putative  R. toruloides  homologues were identified through BLAST search (NCBI, USA) of the  Rhodotorula glutinis  ATCC 204091 genome database (whole-genome shotgun project PID-59971 by Mississippi State University) (Paul et al., 2014). The phylogenic tree was constructed by MEGA version 6 program (http colon slash slash www dot megasoftware dot net slash) using Neighbor-Joining algorithm and tested by Bootstrapping. The structural organization of the DGAT genes was determined after alignment of genomic DNA and cDNA sequences. Transmembrane structures were predicted using the transmembrane prediction server TMHMM-2.0 (http colon slash slash www dot cbs dot dtu dot dk slash services slash TMHMM/) with the complete protein sequences. 
     Plasmid Constructs: 
     Microorganisms and plasmids used are listed in Table 1. 
     
       
         
           
               
             
               
                 TABLE 1 
               
             
            
               
                   
               
               
                 Microorganisms and Plasmids 
               
            
           
           
               
               
               
            
               
                 Plasmid/Strain 
                 Plasmid/genotype 
                 Reference 
               
               
                   
               
               
                 Plasmids 
                   
                   
               
               
                 pKO1 
                 Binary vector used for gene deletion constructs 
                 Herein 
               
               
                 pKODGA1 
                 Deletion of DGA1 
                 Herein 
               
               
                 pKOLRO1 
                 Deletion of LRO1 
                 Herein 
               
               
                 pKOARE1 
                 Deletion of ARE1 
                 Herein 
               
               
                 pKODGA3 
                 Deletion of DGA3 
                 Herein 
               
               
                 pKC2DGA1 
                 Overexpression of DGA1 driven under GPD1 promoter 
                 Herein 
               
               
                 pKC2LRO1 
                 Overexpression of LRO1 driven under GPD1 promoter 
                 Herein 
               
               
                 pKC2ARE1 
                 Overexpression of ARE1 driven under GPD1 promoter 
                 Herein 
               
               
                 pKC2DGA3 
                 Overexpression of DGA3 driven under GPD1 promoter 
                 Herein 
               
               
                 pKC2DL 
                 Overexpression of DGA1 and LRO1 driven under GPD1 promoter 
                 Herein 
               
               
                 pGEX-6P-1 
                 GST-fusion protein expression system 
                 GE Healthcare 
               
               
                 pGEXDGA3 
                   E. coli  expression of GST-Dga3 fusion protein 
                 Herein 
               
               
                 pKC2FAR1 
                 Overexpression of RtFAR1 driven under GPD1 promoter 
                 Herein 
               
               
                 pKT13FAR1 
                 Overexpression of RtFAR1 driven under TEF1in promoter 
                 Herein 
               
               
                 pKP4FAR1 
                 Overexpression of RtFAR1 driven under PLN1in promoter 
                 Herein 
               
               
                 pKPGPTFAR1 
                 Overexpression of RtFAR1 (3×) driven under GPD1, TEFlin and 
                 Herein 
               
               
                   
                 PLN1in promoter 
                   
               
               
                   E. coli  strains 
                   
                   
               
               
                 XL1-Blue 
                 recA1 endA1 gyrA96 thi-1 hsdR17 supE44 relA1 lac [F′ proAB 
                 Agilent 
               
               
                   
                 lacI q ZΔM15 Tn10 (Tet r )], plasmid cloning host 
                   
               
               
                 BL21 (DE3) 
                 F −  ompT gal dcm Ion hsdS B (r B   −  m B   − ) λ(DE3 [ladI lacUV5-T7 gene 1 
                 Novagen 
               
               
                   
                 ind1 sam7 nin5]), protein expression host 
                   
               
               
                 BL21(DE3)/pGEX 
                   E. coli  engineering strain with heterologous expression of GST-Dga3 
                 Herein 
               
               
                 DGA3 
                 fusion protein 
                   
               
               
                   A. tumefaciens  strain 
                   
                   
               
               
                 AGL1 
                 T-DNA host 
                 (Lazo et at, 1991) 
               
               
                   R. toruloides  strains 
                   
                   
               
               
                 ATCC 10657 
                 MATA, source strain 
                 ATCC 
               
               
                 Rt1ck 
                 MATA Δku70::hpt R -ex:loxP, wild-type 
                 (Koh et at, 2014) 
               
               
                 Δdga1 
                 MATA Δku70Δdga1::hpt R   
                 Herein 
               
               
                 Δlo1/ 
                 MATA Δku70Δlro1::hpt R   
                 Herein 
               
               
                 Δare1 
                 MATA Δku70Δare1:hpt R   
                 Herein 
               
               
                 Δdga3 
                 MATA Δku70Δdga3::hpt R   
                 Herein 
               
               
                 dl 
                 MATA Δku70Δdga1Δlro1::hpt R   
                 Herein 
               
               
                 da 
                 MATA Δku70Δdga1Δare1::hpt R   
                 Herein 
               
               
                 dla 
                 MATA Δku70Δdga1Δlro1Δare1::hpt R   
                 Herein 
               
               
                 dlad 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3::hpt R   
                 Herein 
               
               
                 ΔdgalC 
                 MATA Δku70Δdga1::hpt R -ex Δcar2::P GPD1 -DGA1-T 35S   
                 Herein 
               
               
                 Δlro1C 
                 MATA Δku70Δlro1::hpt R -ex Δcar2::P GPD1 -LRO1-T 35S   
                 Herein 
               
               
                 dlad-DGA1 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3::hpt R -ex Δcar2::P GPD1 -DGA1-T 35S   
                 Herein 
               
               
                 dlad-LRO1 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3::hpt R -ex Δcar2::P GPD1 -LRO1-T 35S   
                 Herein 
               
               
                 dlad-ARE1 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3::hpt R -ex:loxP P GPD1 -ARE1- 
                 Herein 
               
               
                   
                 T 35S :: CAR2 
                   
               
               
                 dlad-DGA3 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3::hpt R -ex Δcar2::P GPD1 -DGA3-T 35S   
                 Herein 
               
               
                 dlad-DL 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3::hpt R -ex Δcar2::P GPD1 -DGA1- 
                 Herein 
               
               
                   
                 T 35S -P GPD1 -LRO1-T 35S   
                   
               
               
                 FAR1 
                 MATA Δku70::hpt R -ex Δcar2::P GPD1 -RtFAR1-T 35S -P PLN1in -FAR1-T 35S - 
                 Herein 
               
               
                   
                 P TEF1in -FAR1-T 35S   
                   
               
               
                 fad2FAR1 
                 MATA Δku70Δfad2::hpt R -ex Δcar2::P GPD1 -RtFAR1-T 35S -P PLN1in -FAR1- 
                 Herein 
               
               
                   
                 T 35S -P TEF1in -FAR1-T 35S   
                   
               
               
                 dladFAR1 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3::hpt R -ex Δcar2::P GPD1 -RtFAR1- 
                 Herein 
               
               
                   
                 T 35S -P PLN1in -FAR1-T 35S -P TEF1in -FAR1-T 35S   
                   
               
               
                 dladpFAR1 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3Δpox1::hpt R -ex Δcar2::P GPD1 - 
                 Herein 
               
               
                   
                 RtFAR1-T 35S -P PLN1in -FAR1-T 35S -P TEF1in -FAR1-T 35S   
                   
               
               
                 dladpfFAR1 
                 MATA Δku70Δdga1Δlro1Δare1Δdga3Δpox1Δfad2::hpt R -ex 
                 Herein 
               
               
                   
                 Δcar2::P GPD1 -FAR1-T 35S -P PLN1in -RtFAR1-T 35S -P TEF1in -FAR1-T 35S   
               
               
                   
               
               
                 Notes: 
               
               
                 hptR: hygromycin resistant gene cassette P GPD1-3 -HPT-3-T 35S   
               
               
                 ex: excision of selection marker cassette hpt R   
               
            
           
         
       
     
     Oligonucleotides used are listed in Table 2. All restriction and modification enzymes were from New England Biolabs (NEB, USA). 
     
       
         
           
               
             
               
                 TABLE 2 
               
             
            
               
                   
               
               
                 Oligonucleotides 
               
            
           
           
               
               
               
            
               
                 Name 
                 Sequence (5′-3′) (SEQ ID NO:) 
                 RE site* 
               
               
                   
               
               
                 Rt113 
                 CCGCCAATAACCTCACCTCAG (18) 
                   
               
               
                   
               
               
                 Rt114 
                 GGCGATGGGAGCGTAGAATAC (19) 
                   
               
               
                   
               
               
                 LRO1L-Sf 
                 AAA   GAGCTC   ACTCACTGGCCTCCTCGTTC (20) 
                 SacI 
               
               
                   
               
               
                 LRO1L-Br 
                 AAA   GGATCC   ACGTTGAGAGCGGAGAGGGAA (21) 
                 BamHI 
               
               
                   
               
               
                 LRO1R-Hf 
                 TTT   AAGCTT   GGACCAACGACTGCAGACCAT (22) 
                 HindIII 
               
               
                   
               
               
                 LRO1R-Str 
                 TTT   AGGCCT   GCCCAACCCGAGAATGAGCTT (23) 
                 StuI 
               
               
                   
               
               
                 ARE1L-Sf 
                 AAA   GAGCTC   ATTGACCCTGCGTGTATGC (24) 
                 SacI 
               
               
                   
               
               
                 ARE1L-Br 
                 AAA   GGATCC   GTCTTGAGTGCTCCGACGAAG (25) 
                 BamHI 
               
               
                   
               
               
                 ARE1R-Hf 
                 TCGTCACGTTCTTGTTCAGCG (26) 
                 HindIII 
               
               
                   
               
               
                 ARE1R-Str 
                 TTT   AGGCCT   CGCCTCTACCTCACTCACGT (27) 
                 StuI 
               
               
                   
               
               
                 MFE1L-Sf 
                 AAA   GAGCTC   GCGGAACAGGAGAACAAGGAG (28) 
                 SacI 
               
               
                   
               
               
                 MFE1L-Br 
                 AAA   GGATCC   GCTCACGTCAACACTCCCAAA (29) 
                 BamHI 
               
               
                   
               
               
                 MFE1R-Hf 
                 TTT   AAGCTT   AGAACCACTCGACCGTCTTCA (30) 
                 HindIII 
               
               
                   
               
               
                 MFE1R-Str 
                 TTT   AGGCCT   CTATCGACCTCTCCCAAGCC (31) 
                 StuI 
               
               
                   
               
               
                 DGA3L-Stf 
                 TTT   AGGCCT   CCAGATCAGGGTGAGTCGT (32) 
                 StuI 
               
               
                   
               
               
                 DGA3L-Hr 
                 TTT   AAGCTT   CTTGTGGTTGTGGGGCAT (33) 
                 HindIII 
               
               
                   
               
               
                 DGA3R-Bf 
                 AAA   GGATCC   TCACTGGCTGCATCTTCTCG (34) 
                 BamHI 
               
               
                   
               
               
                 DGA3R-Sr 
                 GTGTGCGATGACTGTGTGGT (35) 
                 SacI 
               
               
                   
               
               
                 Rt123 
                 CTGTAGAGGAGCTGCAGGATCAA (36) 
                   
               
               
                   
               
               
                 Rt124 
                 CGAGCTTGATGAATCCTTTTCGT (37) 
                   
               
               
                   
               
               
                 LRO1f 
                 TGCAGCTCCCTTCTTTCGCTC (38) 
                   
               
               
                   
               
               
                 LRO1r 
                 ATGCTGTGCGAGACGAGAACC (39) 
                   
               
               
                   
               
               
                 ARE1f 
                 CTCGCACCCACTCTTCTTCCG (40) 
                   
               
               
                   
               
               
                 ARE1r 
                 TTCCGATCCGCAAACCTCGTC (41) 
                   
               
               
                   
               
               
                 MFE1f 
                 AACCAGGACACGATGGGCTTG (42) 
                   
               
               
                   
               
               
                 MFE1r 
                 TCCTTCTCAGTCGCGCCAATG (43) 
                   
               
               
                   
               
               
                 DGA3f 
                 CATGTTCGCCGGTCTCCACTT (44) 
                   
               
               
                   
               
               
                 DGA3r 
                 CCTGCTTGGCCTTCTCAACGT (45) 
                   
               
               
                   
               
               
                 Rt347Nf 
                 TTTCCATGGGCCAGCAGGCGACG (46) 
                 Exp DGA1 
               
               
                   
               
               
                 Rt348Evr 
                 TTTGATATCGTCCGTTGCGAGGAGGTCAG (47) 
                   
               
               
                   
               
               
                 Rt349Bsf 
                 TTTTCATGAGCACAGTACGGAGGCGCA (48) 
                 Exp LRO1 
               
               
                   
               
               
                 Rt350Pmr 
                 TTTGTTTAAACAGGCGTACAGGGTGGGTCAGC (49) 
                   
               
               
                   
               
               
                 Rt351Nf 
                 TTTCCATGGCCTCGCTAGACCCGCCA (50) 
                 Exp ARE1 
               
               
                   
               
               
                 Rt352Evr 
                 TTTGATATCTGCGCCCTGAGCTCAGTAC (51) 
                   
               
               
                   
               
               
                 Rt471Bsf 
                 TTTTCATGACCGTCTCGACGAACGCTATC (52) 
                 Exp DGA3 
               
               
                   
               
               
                 Rt472Evr 
                 TTTGATATCTCCATTTAATCGCGCTGGTTC (53) 
                   
               
               
                   
               
               
                 Rt550Gf1 
                 AGATTGTCGTTTCCCGCCTTCAGTTTTTTACTAGTGGACGGCTTG (54) 
                   
               
               
                   
               
               
                 Rt551Gr2 
                 GTCGCACCCCAAACGATGCTGAAGGCTCGCAAACATGCTAATTCGGGG 
                   
               
               
                   
                 GATCTGGATTTTAGTAC (55) 
                   
               
               
                   
               
               
                 Rt533F2f 
                 GCGAGCCTTCAGCATCGTTTGGGGTGCGACCTAGTCACGCCTCTGTGA 
                   
               
               
                   
                 CTCGGTACG (56) 
                   
               
               
                   
               
               
                 Rt534F2r 
                 CAATCAAGATGTCGTTGTGCTAGTGTACGCAAACATGCTAATTCGGGG 
                   
               
               
                   
                 GATCTGGATTTTAGTAC (57) 
                   
               
               
                   
               
               
                 Rt552Tf5 
                 GCGTACACTAGCACAACGACATCTTGATTGCTAGTGCACGCGAAGCGG 
                   
               
               
                   
                 TAGAAG (58) 
                   
               
               
                   
               
               
                 Rt553Tr6 
                 CGATACTCTCAAGGTCAGCTCGAATTGTTTAAACATGCTAATTCG (59) 
               
               
                   
               
               
                 Note: 
               
               
                 *Restriction enzyme recognition site 
               
            
           
         
       
     
     All gene disruption was performed by ATMT using the binary vectors where the entire coding regions were replaced by the hygromycin resistant gene expression cassette. For deletion of DGA1, a 2.8 kb 5′-phosphorylated DGA1 DNA fragment amplified using  R. toruloides  ATCC 10657 genomic DNA by oligos Rt113/114 was ligated to SacI (blunt-ended) and PmeI double digested pEX2 vector (Liu et al., 2011) to create the intermediate plasmid pEX2DGA1. pEX2DGA1 was double digested with SpeI (blunt-ended) and SmaI, and inserted with BamHI/HindIII-digested (blunt-ended) codon-optimized hygromycin selection cassette from pDXP795hptR (P GPD1 ::hpt-3::T nos ) (Koh et al., 2014) to create the plasmid pKODGA1, where P GPD1 , hpt-3 and T nos  represents the promoter of endogenic glyceraldehyde 3-phosphote dehydrogenase, the codon-optimized gene of hygromycin phosphotransferase and the terminator of  A. tumefaciens  nopaline synthase gene, respectively (Liu et al., 2013b). For deletion of LRO1, left and right homology flanking fragment (˜0.9 kb each) was amplified with oligo pairs LRO1L-Sf/LRO1L-Br and LRO1R-Hf/LRO1R-Str, respectively. A four-fragment ligation was performed with SacI/PmeI-digested pEX2 vector, SacI/BamHI-digested left flanking fragment, BamHI/HindIII-digested codon-optimized hygromycin selection cassette and HindIII/StuI-digested right flanking fragment to create plasmid pKOLRO1. A similar strategy was applied to construct pKOARE1 and pKODGA3. For construction of pKOARE1, oligo pairs ARE1L-Sf/ARE1L-Br and ARE1R-Hf/ARE1R-Str and restriction enzymes SacI/BamHI and HindIII/StuI were used to amplify and digest the left and right flanking DNA fragments of ARE1 (0.9 kb each), respectively. pKODGA3 was constructed using oligo pairs DGA3L-Stf/DGA3L-Hr and DGA3R-Bf/DGA3R-Sr and restriction enzymes StuI/HindIII and BamHI/SacI. 
     For gene overexpressions, the entire open reading frame of DGA1, LRO1 and DGA3 was generated by reverse transcription-PCR using oligo pair Rt347Nf/Rt348Evr, Rt349Bsf/Rt350Pmr and Rt471Bsf/Rt472Evr, respectively. The 1.0 kb, 2.2 kb and 1.7 kb PCR products of DGA1, LRO1 and DGA3 were double digested with NcoI/EcoRV, BspHI/PmeI and BspHI/EcoRV, and cloned into the NcoI and EcoRV sites of pKCL2 (Liu et al., 2015) to create plasmid pKC2DGA1, pKC2LRO1 and pKC2DGA3, respectively. 
     For metabolic engineering of fatty alcohol prodution, the gene encoding  M. aquaeolei  VT8 fatty acid reductase (Maqu_2220, GenBank accession number YP_959486.1) (Hofvander et al., 2011) was codon-optimized based on the codon bias of  R. toruloides  and commercially synthesized (RtFAR1, Genscript, USA). The NcoI-EcoRV double digested RtFAR1 DNA fragment was firstly cloned to the same sites of vector pKCL2, pKCLT23 and pKCLP4 to create plasmid pKC2FAR1, pKCT2FAR1 and pKCP4FAR1 driven under the strong constitutive promoter of GPD1 (Liu et al., 2013b) (SEQ ID NO:16), translation elongation factor lac gene (P TEF1in ; SEQ ID NO:17) and the lipid production-correlated perilipin gene (P PLN1in ; SEQ ID NO:15), respectively. The fatty acid reductase expression cassette P GPD1 ::RtFAR1::T 35S , P TEF1in ::RtFAR1::T 35S  and P PLN1in ::RtFAR1::T 35S  was amplified using the template of above plasmid and oligo pair Rt550Gf1/Rt551Gr2, Rt533F2f/Rt534F2r and Rt552Tf5/Rt553Tr6, respectively, where T 35S  represents the terminator of Cauliflower mosaic virus (CaMV) 35S gene. The final engineering plasmid pKCGPTFAR1 was created by assembly of above three RtFAR1 expression cassettes in the SpeI-PmeI-linearized vector pKCL2 by Gibson Assembly (NEBuilder kit, Bio-Rad laboraties, USA) and sequencing confirmed using BigDye Terminator chemistry (Applied Biosystem, ThermoFisher Scientific, USA). 
     Transformation and Fungal Colony PCR: 
     The binary vectors were electroporated into AGL1 and transformed to  R. toruloides  through  Agrobacterium tumefaciens -mediated transformation (ATMT) as previously described (Liu et al., 2013b). For gene deletion analysis, positive T-DNA-tagging transformants were selected on YPD medium supplemented with 300 g/ml cefotaxime and 150 μg/ml hygromycin, and screening for candidate gene deletion mutants were initiated by fungal colony PCR (Liu et al., 2013b) and verified by Southern blot analysis. For in vivo gene expression analysis, the CAR2-locus integrated transformants were easily selected by visual screening for albino mutants on the selection agar medium as reported previously (Liu et al., 2015). 
     Extraction of Genomic DNA and Total RNA: 
     Genomic DNA and total RNA of  R. toruloides  were extracted as described previously (Liu et al., 2015). The concentrations of DNA or RNA samples were determined with NanoDrop® ND-1000 Spectrophotometer (Nanodrop Technologies, Wilmington, USA) and the integrity of the extracted nucleic acids were qualified by agarose gel electrophoresis. 
     Southern Blot Analysis: 
     For Southern blot analysis, genomic DNA (5 μg) was digested with appropriate restriction enzyme and separated by electrophoresis in 0.8% agarose gel. Southern hybridization was performed using DIG High Prime DNA Labeling and Detection Starter Kit according to manufacturer&#39;s instruction (Roche Diagnostics, Indiana, USA), and the DIG-labelled probe was the flanking DNA fragment as indicated in  FIG. 2A . 
     Quantitative Reverse Transcription PCR: 
     To remove the trace DNA, total RNA was treated with DNase I (Roche Diagnostics) followed by precipitation with ethanol. cDNA was synthesized using the iScript™ Reverse Transcription Supermix for RT (Bio-Rad, USA) and real-time PCR was conducted in ABI PRISM 7900HT Sequence Detection System (Life Technologies, USA) using the ABI SYBR® Select Master Mix (Life Technologies, USA). Real-time PCR conditions were as follows: an initial 50° C. for 2 min and 95° C. denaturation step for 10 min followed by 40 cycles of denaturation at 95° C. for 15 s, annealing at 60° C. for 1 min. Triplicates were used for all qRT-PCR analyses. The data was acquired using the software SDS 2.4 (Applied Biosystems, Life Technologies, USA) and relative gene expression was calculated by RQ Manager software (version 1.2.1, Applied Biosystems) using the reference gene ACT1 (GenBank accession number KR183696) and 2 −ΔΔCt  method. 
     Lipid Extraction: 
     Total crude lipid was extracted by acid-heating procedure as previously reported (Elsey et al., 2007) with some modifications. After calculating dry cell biomass, 10 mg cells were mixed with 500 μl 4 M HCl and lysed in a boiled water batch for 15 min. After frozen at −20° C. for 1 h, the cell lyses were mixed with 0.2 mg pentadecanoic acid (C15:0, internal standard for the subsequent GC analysis) and 1.0 ml of lipid extraction solvent (chloroform:methanol=2:1). The chloroform phase was removed to a new tube and crude lipid was gravimetrically quantified as the total lipid amounts after vacuum dry (Concentrator, Eppendorf, USA). 
     Thin Layer Chromatography: 
     The lipid composition of extracted lipids were separated and analyzed by TLC as reported previously by (Athenstaedt, 2011) with some modifications. Aliquots of the crude lipids (5 μL) were applied to Silica Gel 60 plates (Merck, Germany) by the CAMAG 5 Nano-Applicator (CAMAG, Muttenz, Switzerland) and chromatograms were developed in a two-step system, petrium ester/ethyl acetate/acetic acid (25:25:1, v/v/v) and petrium ester/ethyl acetate (49:1, v/v), and visualized using MnCl 2 -methanol-sulfuric acid buffer (Athenstaedt, 2011). A mixture of oleic acid, sterol, tri-, di- and mono-acylglycerol from Sigma-Aldrich including oleic acid (Sigma catalog No.), sterol ( ), glyceryl trioleate (92860), 1,2-dioleoyl-sn-glycerol (D0138), glyceryl 1,3-distearate (D8269) and 1-oleoyl-rac-glycerol (M7765), was used as the lipid standard. The separated lipid classes were visualized by dipping the plates into solution into a solution of 10% (w/v) copper (II)-sulphate-pentahydrate in 8% (v/v) phosphoric acid, drying at 100° C. and heating at 170° C. until ashed spots appeared. Photographs were taken using a CAMAG TLC Scanner. The amounts of different lipid components were measured on the basis of the band intensity through a web-based TLC analysis software JustQuantify (version 2.0, Sweday, Södra Sandby, Sweden). 
     Lipid Staining and Fluorescent Microscopy: 
     The BODIPY (4,4-difluro-1,3,5,7-tetramethyl-4-bora-3a,4adiaza-s-indacene) was used for staining lipid bodies according to the method adapted from Nile Red staining as reported by Yang et al. (Yang et al., 2012) with some modifications. Briefly, BODIPY (Life Technologies, USA) was dissolved in DMSO to a final concentration of 0.1 mg/ml. A 200 μl aliquot of culture was washed twice with PBS and resuspended in 1 ml PBS supplemented with 6 μl 0.1 mg/ml BODIPY and stained in the dark for 10 min before visualization. Colonies were observed using a Nikon SMZ 800 fluorescence microscope equipped with Plan Apo WD70 objective (Nikon, Tokyo, Japan) and a GFP-L filter (GFP Band pass, Ex 480/40 DM 505 BA 510). Images were acquired with a Nikon DS-5M camera. 
     Cell Biomass Determination: 
     Cell biomass (dry cell weight) was determined by drying the water-washed cell pellet in a 70° C. oven until constant weight was reached. 
     Quantification of Residual Glucose: 
     Residual glucose in cell culture was quantified by HPLC (Shimadzu, Japan). Fermentation samples were filtered through a 0.2 μm membrane and run through a 300×7.0 mm Aminex HPX-87H column (Bio-Rad, USA) at a constant flow rate of 0.7 ml min −1  using 5 mM sulfuric acid as the mobile phase. The column was maintained at 50° C. and glucose was detected with a Refractive Index Detector (Shimadzu, Japan). Concentration of residual glucose in the cell culture was determined using calibration curve built with the standard glucose aqueous solution. 
     Fatty Acid Composition Analysis: 
     Gas-lipid chromatography-Mass spectrometry (GCMS) was used for fatty acid profiling. Preparation of fatty acid methyl esters (FAMEs) and GCMS analyses were performed as described previously (Voelker and Davies, 1994) with some modifications. Lipids were dissolved in 300 μl petroleum ether-benzene (1:1, v/v), mixed with 0.4 M KOH in methanol, and keep room temperature for 2 hr. FAMEs were extracted after addition of 1 ml of water. 1 μl of FAMEs after 10-fold dilution in methanol was injected to a HP-88 fused silica capillary column (30-m length, 0.25-μm diameter, and 0.25-mm film thickness, Agilent J&amp;W Scientific, Folsom, Calif., USA) and separated in a GCMS (QP2010, SHIMIDZU, Japan). The running conditions were typically 42.3 ml/min nitrogen flow, 150° C. for starting temperature (3 min), a 15-min ramp to 240° C., and holding at 240° C. for 7 min. The mass spectrometry peaks were identified by searching against Shimadzu NIST08 compound library and quantified as percentages of total fatty acids (% TFA). 
     Fatty Alcohol Production: 
     Lipid accumulation medium GJm3 was firstly used for fatty alcohol production unless indicated otherwise. Medium DYM1 was finally optimized for the production of fatty alcohol. Flask production was performed in 250 mL-flasks containing 50 mL of medium and cultured at 28° C., 280 rpm for 5 days. Fed-batch fermentation was performed in a Biostat® B fermentor (Sartorius AG, Göttingen, Germany) equipped with a 2-litre jacketed vessel. DYM1 medium (1.0 L) was added to the reactor and sterilized in autoclave (121° C., 20 min). Once the medium was cooled down culture conditions were set to 30° C., pH 5 and 3 L/min aeration (1.5 vvm). The reactor was inoculated with 100 mL from a seed culture in YPD broth. The pH was maintained by adding 12.5% NH 4 OH solution and pO 2  was sustained above 30% of air saturation by adapting the stirrer speed. Sugar concentration in the broth was kept at 40 to 60 g/L by feeding glucose (800 g/L). After 120 h of cultivation glucose feeding was stopped to achieve its full consumption. 
     Extraction, Identification and Quantification of Fatty Alcohol: 
     Fatty alcohol was extracted and identified as described previously (Fillet et al., 2015) with some modifications. Briefly, cell culture (1 ml) was transferred in an Ependorf centrifuge tube and centrifuged at 10,000 rpm for 3 min to separate the supernatant broth and cell pellet. The supernatant was mixed with 20 mg heptadecanal as the internal standard (ISTD) and extracted with 500 μL of ethyl acetate for three times. The organic phases were combined and dried with Na 2 SO 4  power to obtain the extracellular fatty alcohols. To extract intracellular fatty alcohols, cell pellet was washed with PBS buffer and resuspended with above lipid extraction solvent (chloroform:methanol=2:1) and 20 mg heptadecanal (ISTD). Cellular lysis was achieved with the addition of 2 volume of glass beads (0.4 mm in diameter, Sigma-Aldrich) followed by twice bead beating (40 s/round, FastPrep-24™ 5G, MP Biochemicals, Eindhoven, Netherlands). The organic phase was extracted, dried with Na 2 SO 4  power and regarded as the intracellular fatty alcohols. 
     Fatty alcohols were qualified and quantified using above GCMS system (QP2010, SHIMIDZU, Japan) equipped with the DB-5HT capillary column (30-m length, 0.25-μm diameter, 0.1-mm film thickness, Agilent J&amp;W Scientific, Folsom, Calif., USA). The running conditions were 42.3 ml/min nitrogen flow, 150° C. for starting temperature (5 min), a 20-min ramp to 350° C., and holding at 350° C. for 10 min. Mass spectrometer were set to solvent delay (5 min), electron impact ionization (70 eV) and dwell time (100 ms). Chromatograms were registered by SCAN mode (mass range 50-500 m/z). The mass spectrometry peaks were identified by searching against Shimadzu NIST08 compound library and quantified by the internal standard (hexadecanol, C17-OH). 
     Microscopy: 
     A Nikon Eclipse 80i microscope equipped with a CFI Plan Apochromat objective lens (Nikon, Japan) was used for fluorescence and differential interference contrast (DIC) images of yeast cells, and images were acquired with a DS camera and ACT-2U software (Nikon, Japan). The BODIPY (4,4-difluro-1,3,5,7-tetramethyl-4-bora-3a,4adiaza-s-indacene) was used for staining lipid bodies according to the method adapted from Nile Red staining as reported by Yang et al. (Yang et al., 2012) with some modifications. Briefly, BODIPY (Life Technologies, USA) was dissolved in DMSO to a final concentration of 0.1 mg/ml. A 200 l aliquot of culture was washed twice with PBS and resuspended in 1 ml PBS supplemented with 6 μl 0.1 mg/ml BODIPY and stained in the dark for 10 min before visualization. A fluorescein filter under emission and excitation filter of 488 and 509 nm, was used to observe the fluorescence of yeast cells stained by BODIPY. 
     For electron microscopy, preparations were fixed with 1% glutaraldehyde and 1% OsO4 in 0.1 M Phosphate buffer (pH7.2). Fixed preparations were dehydrated through a graded ethanol series and embedded in Epon 812 resin. Sections were sequentially stained with 4% uranyl acetate and 0.4% lead citrate and viewed in a transmission electron microscopy (TEM, JEM-2010, JEOL, Japan) 
     Sequences: 
     The genomic nucleotide sequences of DGA1, LRO1, ARE1 and DGA3, are set forth in SEQ ID NO:1, SEQ ID NO:2, SEQ ID NO:3 and SEQ ID NO:4, respectively. The coding nucleotide sequences of DGA1, LRO1, ARE1, DGA3 and RtFAR1 are set forth in SEQ ID NO:5, SEQ ID NO:7, SEQ ID NO:9, SEQ ID NO:11 and SEQ ID NO:13, respectively. The amino acid sequences of DGA1, LRO1, ARE1, DGA3 and RtFAR1 are set forth in SEQ ID NO:6, SEQ ID NO:8, SEQ ID NO: 10, SEQ ID NO: 12 and SEQ ID NO: 14, respectively. 
     Example 2 
     Diacylglycerol Acyltransferases in  R. toruloides    
     In oleaginous yeasts, diacylglycerol acyltransferases catalyse the last and committed step in lipid biosynthesis in  R. toruloides , and are essential for further engineering process. To uncover the enzymes involved in this step in  R. toruloides , homologous searches (tBLASTn, NCBI) were performed using DGATs from  S. cerevisiae  and  Yarrowia lipolytica  as the queries and the genome sequence of  Rhodotorula glutinis  ATCC 204091 (Paul et al., 2014) as the target. A unique  R. toruloides  ortholog of acyl-CoA-dependent diacylglycerol acyltransferase (EC 2.3.1.20) was found sharing 40% and 51% identity to  S. cerevisiae  Dga1p (GenBank accession number NP_014888.1) (Sorger and Daum, 2002) or  Yarrowia lipolytica  Dga1p (CAG80304.1) (Athenstaedt, 2011), respectively. The putative DGA1 coding sequence (CDS) spans 1,855 nt in the scaffold No. 13 (AEVR02000013) of genome. Transcriptome analyses revealed a transcript of 1,257-nt mRNA including a 33-nt 5′UTR and 177-nt 3′UTR (untranslated region) as identified by (data not shown). DGA1 gene is composed of 11 exons separated by 10 introns, encoding a 348-aa protein showing high homologous to other diacylglycerol O-acyltransferases with the signature DGAT motif (pfam03982), and the highest identity to the brown mold  Wallemia sebi  DGAT (XP_006957543.1, 66% identity in protein sequence). 
     
       
         
           
               
             
               
                 TABLE 3 
               
             
            
               
                   
               
               
                 Gene Annotations 
               
            
           
           
               
               
               
               
               
               
               
               
            
               
                   
                 Scaf- 
                 CDS 
                 Transcript 
                   
                   
                   
                   
               
               
                   
                 fold 
                 Length 
                 length  
                 5′UTR 
                 3′UTR 
                 Exon 
                 Protein 
               
               
                 Gene 
                 No. 
                 (nt) 
                 (nt) 
                 (nt) 
                 (nt) 
                 number 
                 (aa) 
               
               
                   
               
               
                 DGA1 
                 13 
                 1,855 
                 1,257 
                  33 a   
                 177 a   
                 11 
                 348 
               
               
                 LRO1 
                 15 
                 3,024 
                 2,336 
                  53 a   
                  72 a   
                 15 
                 736 
               
               
                 ARE1 
                  1 
                 2,788 
                 2150 
                  6 a   
                 110 a   
                 10 
                 678 
               
               
                 DGA3 
                  3 
                 2,250 
                 1,929 
                 110 
                 151 a   
                  9 
                 555 
               
               
                 RtFAR1 
                 — b   
                 1,549 
                 1,549 
                 — b   
                 — b   
                  1 
                 513 
               
               
                   
               
               
                   a Transcriptomics data 
               
               
                   b not available according to the synthesized gene 
               
            
           
         
       
     
     Phospholipid:diacylglycerol acyltransferase (EC 2.3.1.158) from either  S. cerevisiae  (Sc Lro1p, NP_014405.1) (Oelkers et al., 2000) or  Yarrowia lipolytica  (Y1 Lro1p, XP_504038.1) (Athenstaedt, 2011) have the same ortholog in  R. toruloides  that is also localized on scaffold #13, closely adjacent (˜32.7 kb) to the putative DGA1 gene. The putative LRO1 spans 3,024 nt in the genome, transcripting a 2,336-nt mRNA including a 53-nt 5′UTR and 72-nt 3′UTR (transcriptome analysis). LRO1 gene is composed of 15 exons separated by 14 introns. LRO1 encodes a 736-aa protein showing highly homologous to other LCAT motif (pfam02450)-containing phosphatidylcholine-sterol O-acyltransferases with the highest identity to  U. maydis  Um00322 (XP_756469.1, 54% identity). 
       S. cerevisiae  acyl-CoA:sterol acyltransferase (EC 2.3.1.26, Are1p and Are2p, YCR048W and YNR019W, GenBank acc. no. NP_009978.1 and NP_014416.1, respectively) have a single ortholog in  R. toruloides  (EGU12278.1, ARE1) localized on the scaffold No. 1 . R. toruloides  putative ARE1 CDS spans 2,788 nt in the genome, transcripting a 2,150-nt mRNA including a 6-nt 5′UTR and 110-nt 3′UTR (transcriptome analysis). ARE1 gene is composed of 10 exons that are separated by 9 introns, and the encoding 678-aa protein (Are1) has a signature MBOAT motif (membrane-bound O-acyltransferase family, pfam03062) and exhibits highly homologous to sterol O-acyltransferase from other Pucciniomycotina species, in which the highest identity is that from  R. toruloides  strain CECT 1137 and NP11 (BAN63763.1 and EMS22447.1, 96% and 95% identity, respectively). 
     In  R. toruloides , a soluble DGAT located in the 10 S cytosolic TAG biosynthetic complex was found and functionally identified recently (Rani et al., 2013). However, only a partial sequence released (ABC41546.1, 221 aa in length) with truncation in its N-terminus. Here, the full length of soluble DGAT gene (termed as DGA3) was identified through homologous searches (BLASTn, NCBI). DGA3 spans 2,250 nt in the genome sequencing scaffold No. 3, transcripting a 1,929-nt mRNA that contains a 110-nt 5′UTR (RACE analysis) and 151-nt 3′UTR (transcriptome analysis). DGA3 gene is composed of 9 exons that are separated by 8 introns, and the encoding 555-aa protein (Dga3) exhibiting strongly homologous to aldehyde dehydrogenase family members (pfam00171) among which it shows the highest identity to  R. toruloides  NP11 (EMS23644.1, 98%). The reported partial protein sequence (ABC41546.1) is located in the C-terminus of Dga3, ranging from 335 aa to 555 aa. Five-aa differences between the partial sequence from  R. glutinis  MTCC 1151 (Gangar et al., 2001; Rani et al., 2013) and the full sequence from  R. toruloides , where Q 335 , K 336 , C 337 , Y 448  and F 453  in  R. toruloides  Dga3 as compared to A 1 , R 2 , G 3 , F 114  and Y 119  in the partial sequence of Dga3 from  R. glutinis  MTCC 1151, respectively. 
     A phylogenic tree of DGATs from various species was generated ( FIG. 3A ). The dendrogram has six main branches such as DGAT1, DGAT2, DGAT3, PDAT ARE1/2 and WSD, where Rt Dga1, Lro1 and Dga3 are clearly clustered into DGAT2, PDAT and DGAT3 group, respectively.  R. toruloides  genome sequence does not have any orthologs of  Y. lipolytica  Y1Dga2 or any other DGAT1 family members that was essential in TAG biosynthesis (Beopoulos et al., 2012) ( FIG. 3A ). Surprisingly, Rt Are1 shows weak homology to Y1 Dga2p and was clustered into the DGAT1 group rather than the Are1/2 group ( FIG. 3A ). Hence, it suggests the possible DGAT1 activity of Are1. 
     To further identify the DGATs in  R. toruloides , the transmembrane structures were predicted. Obviously, Lro1 and Dga3 are soluble proteins, while Dga1 and Are1 are both transmembrane proteins with multiple transmembrane regions ( FIG. 3B ). Dga1 has two highly probable transmembrane regions, which agrees well with DGAT2 from other species (Turchetto-Zolet et al., 2011). Are1 has 7 highly probable transmembrane regions, exhibiting a conserved distribution on the protein chain as its ortholog in  S. cerevisiae  other than DGAT1 from other species (Turchetto-Zolet et al., 2011), which was further demonstrated as an acyl-CoA dependent steryl acyltransferase. 
     Example 3 
     Transcriptional Regulation of DGATs During Lipid Accumulation 
     To investigate the transcriptional regulation of different DGATs in  R. toruloides  during lipid accumulation, nitrogen sources were depleted in the media and mRNA levels were quantified using qPCR analysis. Results showed that all DGAT mRNAs were significantly increased after 24 h starvation in nitrogen level ( FIG. 4 ). Induction of DGA1 and LRO1 occurred after 12 h nitrogen starvation, while decreases in mRNA levels could be observed in ARE1 and DGA3 ( FIG. 4 ). These suggest the transcriptional up-regulation of all DGAT genes during lipid accumulation. 
     Example 4 
     Lack of DGATs Lead to Serious Lipid Production Defects in  R. toruloides    
     To further functionally identify the effects of  R. toruloides  acyltransferases on lipid accumulation and lipid storage, single gene deletion mutants (Δdga1, Δlro1, Δare1 and Δdga3) were generated through homologous recombination ( FIG. 2A ) and confirmed by Southern blot analyses ( FIG. 2B ). Lack of DGA1 or LRO1 led to serious cell growth defects ( FIG. 5A ). Lack of DGA1 resulted in dramatic decreases in lipid production by only 24% yields ( FIG. 5B ). However, lack of LRO1, ARE1 or DGA3 could improve lipid yields by 113%, 146% and 132%, respectively ( FIG. 5B ). Stacking deletions of DGA1 and LRO1 in the double gene deletion mutant Δdga1Δlro1 (dl) resulted in 5.7% lipid yields as compared to WT strain. It was surprised to see the increasing lipid yields when deletion of ARE1 in the background of Δdga1 (another double gene deletion mutant Δdga1Δare1, da) from 24% to 29% of the yields in WT ( FIG. 5B ). However, deletion of ARE1 in the background of dl (the triple gene deletion mutant Δdga1Δlro1Δare1, dla) could further decrease the lipid yields to only 3.7% left ( FIG. 5B ). Furthermore, deletion of DGA3 in the background of dla (quadruple gene deletion mutant Δdga1Δlro1Δare1Δdga3, dlad) alternately increased lipid yields from 3.7% to 8.5% ( FIG. 5B ). Taken together, these suggest that the three DGATs such as Dga1, Lro1 and Are1, would be essential for lipid accumulation in  R. toruloides , while Dga3 is functionally unidentified. 
     To investigate the effects of different DGATs on lipid components, especially triacylglycerol (TAG) and steryl ester (SE), lipids were separated and quantified by TLC analysis. When comparing the four DGAT mutants, only Δdga1 caused severe decrease (57.83%, Table 3) in triacylglycerol (TAG) yields ( FIG. 5C ), while other DGAT mutants showed 15˜18% increase as compared to WT ( FIG. 5C , Table 3), indicating an important role of Dga1 in TAG biosynthesis. As well agreement with above results, further stacking deletion of LRO1 and ARE1 in the double and triple gene deletion mutant, dl and dla, respectively, resulted in a gradual decrease in TAG level ( FIG. 5C , Table 3). However, deletion of ARE1 in dga1 null mutant (dl) showed little effects on TAG levels as compared to Δdga1 (57.8% to 52.1%,  FIG. 5C  and Table 3), indicating little effects of Are1 on TAG production. As agreement with the total lipid production results, further deletion of DGA3 resulted in the increase in TAG level and absolute elimination in steryl ester level ( FIG. 5C ). Hence, the triple deletion mutant (dla) could produce the lowest levels of TAG and the highest levels of free fatty acids among all strains tested ( FIG. 5C ). The fatty acid profiles in Dgat mutants are shown in  FIG. 6 . 
     DGA1 showed little effects on steryl ester (SE) production. Lack of ARE1 resulted in an obvious decrease (61%) in steryl ester level ( FIG. 5C ). However, lack of LRO1 and DGA3 could significantly enhance the yields of steryl ester by 1.5 and 2 fold, respectively ( FIG. 5C , Table 3). Taken together, these suggest a direct role of Are1, indirect role of Lro1 and Dga3, while no obvious role of Dga1 in the biosynthesis of SE. 
     Example 5 
     Lack of DGATs Affect the Formation of Lipid Bodies 
     Lipid body formation is essential for the biosynthesis of intracellular lipids. BODIPY, a highly lipophilic, electrically neutral bright green fluorescent dye, is used as an alternative to stain lipid bodies (Szymanski et al., 2007). High molar extinction coefficient, high oil/water partition coefficient, sharp emission bands, exceptional photo-chemical stability by maintaining fluorescence efficacy through high resistance to photo-bleaching, are among many other advantages of using BODIPY as a lipid stain (Govender et al., 2012). Here, the BODIPY staining coupled with fluorescent microscopy and TEM was used for the identification of lipid bodies. In well agreement with above results, lack of DGA1 seriously reduced both the number and size of lipid bodies, where little differences could be observed if lacks of the other three single genes ( FIG. 7 ). Formation of lipid bodies was gradually decreased in the double mutant (da and dl) and triple mutant (dla), and few lipid bodies could be observed in either triple mutant (dla) or quadruple mutant (dlad) ( FIG. 7 ). TEM showed the similar results as the fluorescent microscopic observation by BODIPY-staining ( FIG. 7 ). Furthermore, enlarged and more peroxisomes could be observed during the process of multiple gene deletions ( FIG. 7 ). Together of the studies of lipid production, lipid profiles and lipid body formations, it suggests the essential and different roles of the four DGATs in  R. toruloides.    
     Example 6 
     Dga1 and Lro1 are Two Main Acyltransferases for the Biosynthesis of TAG 
     Bioinformatical analysis revealed that Dga1 and Lro1 would be the two main DGATs in  R. toruloides  ( FIG. 3A ), the terminal and only committed step in triacylglycerol biosynthesis. The essential effects of Dga1 and Lro1 on TAG biosynthesis were investigated by overexpression of their encoding genes. DGA1 and LRO1 were both driven under the strong and constitutive promoter of GPD1 (Liu et al., 2013b). As compared to WT, although the transcriptional up-regulation of either gene could not fully but partially complement the defects of lipid production in the quadruple mutant dlad ( FIG. 8A ). Due to the inverse effects of LRO1 on lipid production as compared to DGA1 ( FIG. 5B ), it is not surprised to observe that overexpression of LRO1 in its null mutant (Δlro1) affected little in lipid yields (data not shown). Furthermore, constitutive expression of DGA1 in its null mutant (Δdga1) could lead to an obvious improvement in either TAG or steryl ester levels ( FIG. 8B ), indicating the pivotal but not enough role of the sole DGA1 gene in the biosynthesis of lipids, and the complex role of DGA1 transcript levels on lipid production because of its driven by the GPD1 promoter. A stacking overexpression of both genes could restore 90% lipid yields in the quadruple mutant dlad ( FIG. 8C ), suggesting the key roles of Dga1 and Lro1 in lipid biosynthesis in  R. toruloides.    
     Example 7 
     Dga3 is a Bifunctional Enzyme 
     Previous studies revealed that  Rhodotorula glutinis  Dga3 belonged to the soluble DGAT3 class of acyl-CoA-dependent diacylglycerol acyltransferase, heterologous expression of which could rescue the lipid production and growth defects of  S. cerevisiae  lipid-deficient quadruple mutant H1246 in oleate-containing medium in (Rani et al., 2013; Raychaudhuri et al., 2003). To our surprise, lack of Dga3 affected little on either TAG production or lipid body formation in  R. toruloides  ( FIGS. 5B, 5C and 7 , Table 3), indicating the hidden role of Dga3 on lipid biosynthesis by the existence of the other three acyltransferases. To demonstrate this hypothesis, we introduced a constitutive expressed DGA3 back into the CAR2-locus in the quadruple mutant dlad and determine its role in lipid production. BODIPY staining revealed that overexpression of DGA3 could partially restore the formation of lipid bodies in the acyltransferase-disrupted mutant ( FIG. 9A ). Lipid profiling and quantification confirmed the TAG production were improved by the existence of Dga3 (data not shown). Hence, in vivo analysis revealed that Dga3 has the activity of acyltransferase. 
     To uncover why oleaginous yeast  R. toruloides  behave a soluble acyltransferase for TAG biosynthesis, we tried to re-evaluate its intracellular function. Surprisingly, bioinformatics analysis revealed that Dga3 is the unique ortholog of  S. cerevisiae  A-pyrroline-5-carboxylate dehydrogenase (EC 1.5.1.12, Put2p, NP_011902.1, 46.1% identity), catalyzing the oxidation of pyrroline-5-carboxylate to glutamate in proline utilization pathway (Brandriss, 1983; Krzywicki and Brandriss, 1984). This suggests a potential function of Dga3 in proline utilization pathway. 
     Drop assay showed the growth defects of dga3 null mutant (Δdga3) if cultured in media with the sole nitrogen source of proline, where cell propagation of Δdga3 was completely eliminated if proline was used as the unique carbon and nitrogen source ( FIG. 9B ). However, supplementation of an alternative nitrogen source (urea) or the enzymatic products of Put2p (glutamate or arginine) (Brandriss and Magasanik, 1979) showed little growth defects on Δdga3 ( FIG. 9A ). Collectively,  R. toruloides  Dga3 is a bi-functional enzyme, acyltransferase and A 1 -pyrroline-5-carboxylate dehydrogenase. 
     Example 8 
     Metabolic Engineering of  R. toruloides  to Produce Fatty Alcohol 
     To identify the industrial application of lipid-less quadruple mutant dlad, as a principle of proof, fatty alcohols, one of the important oleochemicals, was designed to be produced in the oleaginous yeast  R. toruloides . Till now, the most efficient fatty alcohol conversion enzyme is fatty acyl-CoA reductase from  M. aquaeolei  VT8 (Maqu_2220) (Liu et al., 2013a; Willis et al., 2011). A new Maqu_2220 encoding gene was designed based on the codon bias of  R. toruloides  (designated RtFAR1; SEQ ID NO:13), driven under three strong endogenic promoters with different regulatory profiles such as the lipid accumulation-correlated promoter of perilipin gene (PLN1in; SEQ ID NO:15) and two constitutive promoters of glyceraldehyde-3-phosphate dehydrogenase gene (GPD1) (Liu et al., 2013b; SEQ ID NO:16) and elongation factor 1α gene (TEF1in; SEQ ID NO:17) ( FIG. 10A ). The triple fused RtFAR1 expression cassettes were integrated into the CAR2-locus of  R. toruloides  wild type and dlad quadruple mutant strains, in which the position effects of ectopic integrations were eliminated (Liu et al., 2015). TLC separation and GC-MS analysis confirmed the formation of fatty alcohols, dominantly in C16-OH (palmityl alcohol) and C18-OH (stearyl alcohol), with small amount of C18:1-OH (oleyl alcohol) ( FIG. 11B  and  FIG. 10B ). Surprisingly, fatty alcohols produced in  R. toruloides  ATCC 10657 were dominantly distributed within the cells ( FIG. 11B ), against dominant extracellular distribution in another  R. toruloides  strain, CECT 13085 (Fillet et al., 2015). Under shaking flask fermentation in GJm3 medium, a simple and excellent lipid-producing medium routinely used in our lab, the titer of fatty alcohol from strain ATCC 10657 were lower than that from strain CECT 13085 (Fillet et al., 2015), about 0.3 g/L ( FIG. 11B ). As expected, quadruple disruption of DGAT genes could significantly improve the yields of fatty alcohols by 5 fold (0.8 g/L,  FIG. 11B ). Surprisingly, simple disruption of Δ12,15-bifunctional fatty acid desaturase gene (FAD2, our unpublished data) could also result in a similar yield ( FIG. 11B ). Further block of fatty acid β-oxidation pathway by disruption of the most effective peroxisomal acyl-CoA oxidase isozyme (Pox1, our unpublished data) resulted in 1.8-fold improvement in fatty alcohol titer, reaching 1.4 g/L ( FIG. 11B ). However, the combined disruption of DGAT genes, POX1 and FAD2 in the sextuple mutant (dga1lro1are1dga3pox1fad2, dladpf) led to a significant decrease in fatty alcohol titer, even lower than the use of WT as the host strain ( FIG. 11B ). 
     To clarify why different strain of  R. toruloides  produced different titers of fatty alcohol and to further improve the yields, we optimized the media with the best engineering strain dladpFAR1. Based on the basal media used previously (Fillet et al., 2015), we firstly studied the effects of different carbon (glucose and sucrose) and organic nitrogen sources (yeast extract and corn steep liquid). Four media, named as SY, DY, SC and DC, showed significant differences on fatty alcohol production ( FIGS. 12A and 12B ). As compared to the low effects of carbon source, nitrogen source affected greatly on product titers, in which two yeast extract-containing media, SY and DY, resulted in extremely high titer of fatty alcohol (11.5 and 12.4 g/L, respectively), and 37% and 30% of which is secreted into the media, respectively ( FIG. 9B ). Production in medium DY also achieved the highest productivity of 0.1 g/L/h, occupied about 42% of cell dry weight (data not shown), and BODIPY staining and lipid profiling showed that the residual cells still kept a low lipid content state ( FIG. 10C ). 
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