cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14938821.v1
title: Structure-aware machine learning identifies microRNAs operating as Toll-like receptor 7/8 ligands

description: MicroRNAs (miRNAs) can serve as activation signals for membrane receptors, a recently discovered function that is independent of the miRNAs’ conventional role in post-transcriptional gene regulation. Here, we introduce a machine learning approach, BrainDead, to identify oligonucleotides that act as ligands for single-stranded RNA-detecting Toll-like receptors (TLR)7/8, thereby triggering an immune response. BrainDead was trained on activation data obtained from <i>in vitro</i> experiments on murine microglia, incorporating sequence and intra-molecular structure, as well as inter-molecular homo-dimerization potential of candidate RNAs. The method was applied to analyse all known human miRNAs regarding their potential to induce TLR7/8 signalling and microglia activation. We validated the predicted functional activity of subsets of high- and low-scoring miRNAs experimentally, of which a selection has been linked to Alzheimer’s disease. High agreement between predictions and experiments confirms the robustness and power of BrainDead. The results provide new insight into the mechanisms of how miRNAs act as TLR ligands. Eventually, BrainDead implements a generic machine learning methodology for learning and predicting the functions of short RNAs in any context.
DOI: 10.6084/m9.figshare.15164250
title: A novel lncRNA derived from an ultraconserved region: lnc-<i>uc.147</i>, a potential biomarker in luminal A breast cancer

description: The human genome contains 481 ultraconserved regions (UCRs), which are genomic stretches of over 200 base pairs conserved among human, rat, and mouse. The majority of these regions are transcriptionally active (T-UCRs), and several have been found to be differentially expressed in tumours. Some T-UCRs have been functionally characterized, but of those few have been associated to breast cancer (BC). Using TCGA data, we found 302 T-UCRs related to clinical features in BC: 43% were associated with molecular subtypes, 36% with oestrogen-receptor positivity, 17% with HER2 expression, 12% with stage, and 10% with overall survival. The expression levels of 12 T-UCRs were further analysed in a cohort of 82 Brazilian BC patients using RT-qPCR. We found that uc.147 is high expressed in luminal A and B patients. For luminal A, a subtype usually associated with better prognosis, high uc.147 expression was associated with a poor prognosis and suggested as an independent prognostic factor. The lncRNA from uc.147 (lnc-uc.147) is located in the nucleus. Northern blotting results show that uc.147 is a 2,8 kb monoexonic trancript, and its sequence was confirmed by RACE. The silencing of uc.147 increases apoptosis, arrests cell cycle, and reduces cell viability and colony formation in BC cell lines. Additionally, we identifed 19 proteins that interact with lnc-uc.147 through mass spectrometry and demonstrated a high correlation of lnc-uc.147 with the neighbour gene expression and miR-18 and miR-190b. This is the first study to analyse the expression of all T-UCRs in BC and to functionally assess the lnc-uc.147.
DOI: 10.6084/m9.figshare.16415770.v2
title: The RBS1 domain of Gemin5 is intrinsically unstructured and interacts with RNA through conserved Arg and aromatic residues

description: Gemin5 is a multifaceted RNA-binding protein that comprises distinct structural domains, including a WD40 and TPR-like for which the X-ray structure is known. In addition, the protein contains a non-canonical RNA-binding domain (RBS1) towards the C-terminus. To understand the RNA binding features of the RBS1 domain, we have characterized its structural characteristics by solution NMR linked to RNA-binding activity. Here we show that a short version of the RBS1 domain that retains the ability to interact with RNA is predominantly unfolded even in the presence of RNA. Furthermore, an exhaustive mutational analysis indicates the presence of an evolutionarily conserved motif enriched in R, S, W, and H residues, necessary to promote RNA-binding via π-π interactions. The combined results of NMR and RNA-binding on wild-type and mutant proteins highlight the importance of aromatic and arginine residues for RNA recognition by RBS1, revealing that the net charge and the π-amino acid density of this region of Gemin5 are key factors for RNA recognition.
DOI: 10.6084/m9.figshare.15164250.v1
title: A novel lncRNA derived from an ultraconserved region: lnc-<i>uc.147</i>, a potential biomarker in luminal A breast cancer

description: The human genome contains 481 ultraconserved regions (UCRs), which are genomic stretches of over 200 base pairs conserved among human, rat, and mouse. The majority of these regions are transcriptionally active (T-UCRs), and several have been found to be differentially expressed in tumours. Some T-UCRs have been functionally characterized, but of those few have been associated to breast cancer (BC). Using TCGA data, we found 302 T-UCRs related to clinical features in BC: 43% were associated with molecular subtypes, 36% with oestrogen-receptor positivity, 17% with HER2 expression, 12% with stage, and 10% with overall survival. The expression levels of 12 T-UCRs were further analysed in a cohort of 82 Brazilian BC patients using RT-qPCR. We found that uc.147 is high expressed in luminal A and B patients. For luminal A, a subtype usually associated with better prognosis, high uc.147 expression was associated with a poor prognosis and suggested as an independent prognostic factor. The lncRNA from uc.147 (lnc-uc.147) is located in the nucleus. Northern blotting results show that uc.147 is a 2,8 kb monoexonic trancript, and its sequence was confirmed by RACE. The silencing of uc.147 increases apoptosis, arrests cell cycle, and reduces cell viability and colony formation in BC cell lines. Additionally, we identifed 19 proteins that interact with lnc-uc.147 through mass spectrometry and demonstrated a high correlation of lnc-uc.147 with the neighbour gene expression and miR-18 and miR-190b. This is the first study to analyse the expression of all T-UCRs in BC and to functionally assess the lnc-uc.147.
DOI: 10.6084/m9.figshare.16550243
title: Novel synthetic 3’-untranslated regions for controlling transgene expression in transgenic <i>Aedes aegypti</i> mosquitoes

description: Transgenic technology for mosquitoes is now more than two decades old, and a wide array of control sequences have been described for regulating gene expression in various life stages or specific tissues. Despite this, comparatively little attention has been paid to the development and validation of other transgene-regulating elements, especially 3ʹ-untranslated regions (3ʹUTRs). As a consequence, the same regulatory sequences are often used multiple times in a single transgene array, potentially leading to instability of transgenic effector genes. To increase the repertoire of characterized 3ʹUTRs available for genetics-based mosquito control, we generated fifteen synthetic sequences based on the base composition of the widely used SV40 3ʹUTR sequence, and tested their ability to contribute to the expression of reporter genes <i>EGFP</i> or <i>luciferase</i>. Transient transfection in mosquito cells identified nine candidate 3ʹUTRs that conferred moderate to strong gene expression. Two of these were engineered into the mosquito genome through CRISPR/Cas9-mediated site-specific insertion and compared to the original SV40 3ʹUTR. Both synthetic 3ʹUTRs were shown to successfully promote transgene expression in all mosquito life stages (larva, pupa and adults), similar to the SV40 3ʹUTR, albeit with differences in intensity. Thus, the synthetic 3ʹUTR elements described here are suitable for regulating transgene expression in <i>Ae. aegypti</i>, and provide valuable alternatives in the design of multi-gene cassettes. Additionally, the synthetic-scramble approach we validate here could be used to generate additional functional 3ʹUTR elements in this or other organisms.
DOI: 10.6084/m9.figshare.16550243.v2
title: Novel synthetic 3’-untranslated regions for controlling transgene expression in transgenic <i>Aedes aegypti</i> mosquitoes

description: Transgenic technology for mosquitoes is now more than two decades old, and a wide array of control sequences have been described for regulating gene expression in various life stages or specific tissues. Despite this, comparatively little attention has been paid to the development and validation of other transgene-regulating elements, especially 3ʹ-untranslated regions (3ʹUTRs). As a consequence, the same regulatory sequences are often used multiple times in a single transgene array, potentially leading to instability of transgenic effector genes. To increase the repertoire of characterized 3ʹUTRs available for genetics-based mosquito control, we generated fifteen synthetic sequences based on the base composition of the widely used SV40 3ʹUTR sequence, and tested their ability to contribute to the expression of reporter genes <i>EGFP</i> or <i>luciferase</i>. Transient transfection in mosquito cells identified nine candidate 3ʹUTRs that conferred moderate to strong gene expression. Two of these were engineered into the mosquito genome through CRISPR/Cas9-mediated site-specific insertion and compared to the original SV40 3ʹUTR. Both synthetic 3ʹUTRs were shown to successfully promote transgene expression in all mosquito life stages (larva, pupa and adults), similar to the SV40 3ʹUTR, albeit with differences in intensity. Thus, the synthetic 3ʹUTR elements described here are suitable for regulating transgene expression in <i>Ae. aegypti</i>, and provide valuable alternatives in the design of multi-gene cassettes. Additionally, the synthetic-scramble approach we validate here could be used to generate additional functional 3ʹUTR elements in this or other organisms.
DOI: 10.6084/m9.figshare.16557646.v2
title: hnRNPH1-MTR4 complex-mediated regulation of <i>NEAT1v2</i> stability is critical for <i>IL8</i> expression

description: Many long noncoding RNAs (lncRNAs) are localized in the nucleus and play important roles in various biological processes, including cell proliferation, differentiation and antiviral response. Yet, it remains unclear how some nuclear lncRNAs are turned over. Here we show that the heterogeneous nuclear ribonucleoprotein H1 (hnRNPH1) controls expression levels of <i>NEAT1v2</i>, a lncRNA involved in the formation of nuclear paraspeckles. hnRNPH1 associates, in an RNA-independent manner, with the RNA helicase MTR4/MTREX, an essential co-factor of the nuclear ribonucleolytic RNA exosome. hnRNPH1 localizes in nuclear speckles and depletion of hnRNPH1 enhances <i>NEAT1v2</i>-mediated expression of the <i>IL8</i> mRNA, encoding a cytokine involved in the innate immune response. Taken together, our results indicate that the hnRNPH1-MTR4 linkage regulates <i>IL8</i> expression through the degradation of <i>NEAT1v</i>2 RNA.
DOI: 10.6084/m9.figshare.16550243.v1
title: Novel synthetic 3’-untranslated regions for controlling transgene expression in transgenic <i>Aedes aegypti</i> mosquitoes

description: Transgenic technology for mosquitoes is now more than two decades old, and a wide array of control sequences have been described for regulating gene expression in various life stages or specific tissues. Despite this, comparatively little attention has been paid to the development and validation of other transgene-regulating elements, especially 3ʹ-untranslated regions (3ʹUTRs). As a consequence, the same regulatory sequences are often used multiple times in a single transgene array, potentially leading to instability of transgenic effector genes. To increase the repertoire of characterized 3ʹUTRs available for genetics-based mosquito control, we generated fifteen synthetic sequences based on the base composition of the widely used SV40 3ʹUTR sequence, and tested their ability to contribute to the expression of reporter genes <i>EGFP</i> or <i>luciferase</i>. Transient transfection in mosquito cells identified nine candidate 3ʹUTRs that conferred moderate to strong gene expression. Two of these were engineered into the mosquito genome through CRISPR/Cas9-mediated site-specific insertion and compared to the original SV40 3ʹUTR. Both synthetic 3ʹUTRs were shown to successfully promote transgene expression in all mosquito life stages (larva, pupa and adults), similar to the SV40 3ʹUTR, albeit with differences in intensity. Thus, the synthetic 3ʹUTR elements described here are suitable for regulating transgene expression in <i>Ae. aegypti</i>, and provide valuable alternatives in the design of multi-gene cassettes. Additionally, the synthetic-scramble approach we validate here could be used to generate additional functional 3ʹUTR elements in this or other organisms.
DOI: 10.6084/m9.figshare.16557646
title: hnRNPH1-MTR4 complex-mediated regulation of <i>NEAT1v2</i> stability is critical for <i>IL8</i> expression

description: Many long noncoding RNAs (lncRNAs) are localized in the nucleus and play important roles in various biological processes, including cell proliferation, differentiation and antiviral response. Yet, it remains unclear how some nuclear lncRNAs are turned over. Here we show that the heterogeneous nuclear ribonucleoprotein H1 (hnRNPH1) controls expression levels of <i>NEAT1v2</i>, a lncRNA involved in the formation of nuclear paraspeckles. hnRNPH1 associates, in an RNA-independent manner, with the RNA helicase MTR4/MTREX, an essential co-factor of the nuclear ribonucleolytic RNA exosome. hnRNPH1 localizes in nuclear speckles and depletion of hnRNPH1 enhances <i>NEAT1v2</i>-mediated expression of the <i>IL8</i> mRNA, encoding a cytokine involved in the innate immune response. Taken together, our results indicate that the hnRNPH1-MTR4 linkage regulates <i>IL8</i> expression through the degradation of <i>NEAT1v</i>2 RNA.
DOI: 10.6084/m9.figshare.16557646.v1
title: hnRNPH1-MTR4 complex-mediated regulation of <i>NEAT1v2</i> stability is critical for <i>IL8</i> expression

description: Many long noncoding RNAs (lncRNAs) are localized in the nucleus and play important roles in various biological processes, including cell proliferation, differentiation and antiviral response. Yet, it remains unclear how some nuclear lncRNAs are turned over. Here we show that the heterogeneous nuclear ribonucleoprotein H1 (hnRNPH1) controls expression levels of <i>NEAT1v2</i>, a lncRNA involved in the formation of nuclear paraspeckles. hnRNPH1 associates, in an RNA-independent manner, with the RNA helicase MTR4/MTREX, an essential co-factor of the nuclear ribonucleolytic RNA exosome. hnRNPH1 localizes in nuclear speckles and depletion of hnRNPH1 enhances <i>NEAT1v2</i>-mediated expression of the <i>IL8</i> mRNA, encoding a cytokine involved in the innate immune response. Taken together, our results indicate that the hnRNPH1-MTR4 linkage regulates <i>IL8</i> expression through the degradation of <i>NEAT1v</i>2 RNA.
DOI: 10.6084/m9.figshare.17008881
title: The role of OncoSnoRNAs and Ribosomal RNA 2’-O-methylation in Cancer

description: Ribosomes are essential nanomachines responsible for all protein production in cells. Ribosome biogenesis and function are energy costly processes, they are tightly regulated to match cellular needs. In cancer, major pathways that control ribosome biogenesis and function are often deregulated to ensure cell survival and to accommodate the continuous proliferation of tumour cells. Ribosomal RNAs (rRNAs) are abundantly modified with 2'-O-methylation (Nm, ribomethylation) being one of the most common modifications. In eukaryotic ribosomes, ribomethylation is performed by the methyltransferase Fibrillarin guided by box C/D small nucleolar RNAs (snoRNAs). Accumulating evidences indicate that snoRNA expression and ribosome methylation profiles are altered in cancer. Here we review our current knowledge on differential snoRNA expression and rRNA 2ʹ-O methylation in the context of human malignancies, and discuss the consequences and opportunities for cancer diagnostics, prognostics, and therapeutics.
DOI: 10.6084/m9.figshare.15028699
title: Hairpin sequence and structure is associated with features of isomiR biogenesis

description: MiRNA isoforms (isomiRs) are single stranded small RNAs originating from the same pri-miRNA hairpin as a result of cleavage by Drosha and Dicer enzymes. Variations at the 5ʹ-end of a miRNA alter the seed region of the molecule, thus affecting the targetome of the miRNA. In this manuscript, we analysed the distribution of miRNA cleavage positions across 31 different cancers using miRNA sequencing data of TCGA project. As a result, we found that the processing positions are not tissue specific and that all miRNAs could be correctly classified as ones exhibiting homogeneous or heterogeneous cleavage at one of the four cleavage sites. In 42% of cases (42 out of 100 miRNAs), we observed imprecise 5ʹ-end Dicer cleavage, while this fraction was only 14% for Drosha (14 out of 99). To the contrary, almost all cleavage sites of 3ʹ-ends (either Drosha or Dicer) were heterogeneous. With the use of only four nucleotides surrounding a 5ʹ-end Dicer cleavage position we built a model which allowed us to distinguish between homogeneous and heterogeneous cleavage with the reliable quality (ROC AUC = 0.68). Finally, we showed the possible applications of the study by the analysis of two 5ʹ-end isoforms originating from the same exogeneous shRNA hairpin. It turned out that the less expressed shRNA variant was functionally active, which led to the increased off-targeting. Thus, the obtained results could be applied to the design of shRNAs whose processing will result in a single 5ʹ-variant.
DOI: 10.6084/m9.figshare.15060910
title: Landscape of tissue-specific RNA Editome provides insight into co-regulated and altered gene expression in pigs (<i>Sus-scrofa</i>)

description: RNA editing generates genetic diversity in mammals by altering amino acid sequences, miRNA targeting site sequences, influencing the stability of targeted RNAs, and causing changes in gene expression. However, the extent to which RNA editing affect gene expression via modifying miRNA binding site remains unexplored. Here, we first profiled the dynamic A-to-I RNA editome across tissues of Duroc and Luchuan pigs. The RNA editing events at the miRNA binding sites were generated. The biological function of the differentially edited gene in skeletal muscle was further characterized in pig muscle-derived satellite cells. RNA editome analysis revealed a total of 171,909 A-to-I RNA editing sites (RESs), and examination of its features showed that these A-to-I editing sites were mainly located in SINE retrotransposons PRE-1/Pre0_SS element. Analysis of differentially edited sites (DESs) revealed a total of 4,552 DESs across tissues between Duroc and Luchuan pigs, and functional category enrichment analysis of differentially edited gene (DEG) sets highlighted a significant association and enrichment of tissue-developmental pathways including TGF-beta, PI3K-Akt, AMPK, and Wnt signaling pathways. Moreover, we found that RNA editing events at the miRNA binding sites in the 3′-UTR of <i>HSPA12B</i> mRNA could prevent the miRNA-mediated mRNA downregulation of <i>HSPA12B</i> in the muscle-derived satellite (MDS) cell, consistent with the results obtained from the Luchuan skeletal muscle. This study represents the most systematic attempt to characterize the significance of RNA editing in regulating gene expression, particularly in skeletal muscle, constituting a new layer of regulation to understand the genetic mechanisms behind phenotype variance in animals. <b>Abbreviations:</b> A-to-I: Adenosine-to-inosine; ADAR: Adenosine deaminase acting on RNA; RES: RNA editing site; DEG: Differentially edited gene; DES: Differentially edited site; FDR: False discovery rate; GO: Gene Ontology; KEGG: Kyoto Encyclopaedia of Genes and Genomes; MDS cell: musclederived satellite cell; RPKM: Reads per kilobase of exon model in a gene per million mapped reads; UTR: Untranslated coding regions
DOI: 10.6084/m9.figshare.15060910.v1
title: Landscape of tissue-specific RNA Editome provides insight into co-regulated and altered gene expression in pigs (<i>Sus-scrofa</i>)

description: RNA editing generates genetic diversity in mammals by altering amino acid sequences, miRNA targeting site sequences, influencing the stability of targeted RNAs, and causing changes in gene expression. However, the extent to which RNA editing affect gene expression via modifying miRNA binding site remains unexplored. Here, we first profiled the dynamic A-to-I RNA editome across tissues of Duroc and Luchuan pigs. The RNA editing events at the miRNA binding sites were generated. The biological function of the differentially edited gene in skeletal muscle was further characterized in pig muscle-derived satellite cells. RNA editome analysis revealed a total of 171,909 A-to-I RNA editing sites (RESs), and examination of its features showed that these A-to-I editing sites were mainly located in SINE retrotransposons PRE-1/Pre0_SS element. Analysis of differentially edited sites (DESs) revealed a total of 4,552 DESs across tissues between Duroc and Luchuan pigs, and functional category enrichment analysis of differentially edited gene (DEG) sets highlighted a significant association and enrichment of tissue-developmental pathways including TGF-beta, PI3K-Akt, AMPK, and Wnt signaling pathways. Moreover, we found that RNA editing events at the miRNA binding sites in the 3′-UTR of <i>HSPA12B</i> mRNA could prevent the miRNA-mediated mRNA downregulation of <i>HSPA12B</i> in the muscle-derived satellite (MDS) cell, consistent with the results obtained from the Luchuan skeletal muscle. This study represents the most systematic attempt to characterize the significance of RNA editing in regulating gene expression, particularly in skeletal muscle, constituting a new layer of regulation to understand the genetic mechanisms behind phenotype variance in animals.