PATENT CLAIM ANALYSIS

Application Number: 16047840
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-02
Patent Classification: ["702", "019000"]

Abstract:
Embodiments of a method and/or system for characterizing one or more microorganism-related conditions can include: determining a microorganism dataset associated with a set of subjects; and with a set of microsome characterization modules, applying analytical techniques to perform a characterization process for the one or more microorganism-related conditions based on the microorganism dataset.

Claim (Index 18):
The method of  claim 9 , wherein determining the characterization of the microorganism-related condition for the user comprises determining a skin-related characterization of a dry skin-associated condition for the user based on a set of user microbiome features and the microorganism-related condition model, wherein the set of user microbiome features comprises features associated with at least one of: Corynebacteriaceae (family), Bacilli (class), Lactobacillales (order), Actinomycetales (order), Firmicutes (phylum),  Corynebacterium  (genus), Dermabacteraceae (family), Lactobacillaceae (family), Propionibacteriaceae (family), Actinobacteria (class),  Dermabacter  (genus),  Dialister  (genus),  Facklamia  (genus),  Lactobacillus  (genus),  Propionibacterium  (genus),  Corynebacterium ulcerans  (species),  Facklamia hominis  (species),  Corynebacterium  sp. (species),  Propionibacterium  sp. MSP09A (species),  Facklamia  sp. 1440-97 (species),  Staphylococcus  sp. C912 (species),  Anaerococcus  sp. 9402080 (species),  Corynebacterium glucuronolyticum  (species),  Dermabacter hominis  (species), Enterobacteriaceae (family), Pseudomonadaceae (family), Staphylococcaceae (family), Gammaproteobacteria (class), Bacillales (order), Enterobacteriales (order),  Bifidobacterium  (genus),  Pseudomonas  (genus),  Anaeroglobus  (genus),  Kluyvera  (genus),  Atopobium  (genus),  Staphylococcus  (genus),  Lactobacillus  sp. BL302 (species),  Corynebacterium mastitidis  (species),  Bifidobacterium longum  (species),  Anaeroglobus geminatus  (species),  Anaerococcus  sp. 89 PR-16 (species),  Prevotella timonensis  (species),  Kluyvera georgiana  (species),  Actinobaculum  (genus),  Finegoldia  (genus),  Cronobacter  (genus),  Acinetobacter  sp. WB22-23 (species),  Anaerococcus octavius  (species),  Finegoldia  sp. S9 AA1-5 (species),  Staphylococcus  sp. C-D-MA2 (species),  Peptoniphilus  sp. 7-2 (species),  Cronobacter sakazakii  (species), Pasteurellaceae (family), Acidobacteriia (class), Sphingobacteriia (class), Sphingobacteriales (order), Acidobacteria (phylum),  Porphyromonas  (genus),  Haemophilus  (genus),  Acinetobacter  (genus),  Anaerococcus  sp. 8405254 (species), Sphingomonadaceae (family), Sphingomonadales (order),  Kocuria  (genus),  Gemella  (genus),  Veillonella  sp. CM60 (species),  Lactobacillus  sp. 7_1_47FAA (species),  Gemella  sp. 933-88 (species),  Porphyromonas catoniae  (species),  Haemophilus parainfluenzae  (species),  Bacteroides  sp. AR20 (species),  Bacteroides vulgatus  (species),  Bacteroides  sp. D22 (species),  Dorea longicatena  (species),  Parabacteroides merdae  (species),  Bacteroides  sp. AR29 (species),  Dorea  (genus),  Collinsella  (genus),  Bacteroides  (genus), Oscillospiraceae (family), Ruminococcaceae (family), Bacteroidaceae (family), Verrucomicrobiaceae (family), Coriobacteriaceae (family), Clostridiales (order), Bacteroidales (order), Verrucomicrobiales (order), Coriobacteriales (order), Thermoanaerobacterales (order), Clostridia (class), Bacteroidia (class), Verrucomicrobiae (class), Verrucomicrobia (phylum), Bacteroidetes (phylum), Translation (KEGG2), Cellular Processes and Signaling (KEGG2), Amino Acid Metabolism (KEGG2), Cell Growth and Death (KEGG2), Replication and Repair (KEGG2), Metabolism of Other Amino Acids (KEGG2), Neurodegenerative Diseases (KEGG2), Metabolism of Cofactors and Vitamins (KEGG2), Transport and Catabolism (KEGG2), Endocrine System (KEGG2), Immune System Diseases (KEGG2), Excretory System (KEGG2), Enzyme Families (KEGG2), Membrane Transport (KEGG2), Carbohydrate Metabolism (KEGG2), Biosynthesis of Other Secondary Metabolites (KEGG2), Metabolism of Terpenoids and Polyketides (KEGG2), Infectious Diseases (KEGG2), Genetic Information Processing (KEGG2), Nervous System (KEGG2), Environmental Adaptation (KEGG2), Nucleotide Metabolism (KEGG2), Signaling Molecules and Interaction (KEGG2), Signal Transduction (KEGG2), Inorganic ion transport and metabolism (KEGG3), Chromosome (KEGG3), Cell cycle\u2014 Caulobacter  (KEGG3), Ribosome Biogenesis (KEGG3), DNA replication proteins (KEGG3), Translation factors (KEGG3), Glycine, serine and threonine metabolism (KEGG3), Sulfur metabolism (KEGG3), Other ion-coupled transporters (KEGG3), Valine, leucine and isoleucine biosynthesis (KEGG3), Nitrogen metabolism (KEGG3), Peptidoglycan biosynthesis (KEGG3), Homologous recombination (KEGG3), Peroxisome (KEGG3), Sulfur relay system (KEGG3), Peptidases (KEGG3), Protein kinases (KEGG3), Mismatch repair (KEGG3), Xylene degradation (KEGG3), Ribosome (KEGG3), RNA polymerase (KEGG3), Tryptophan metabolism (KEGG3), Histidine metabolism (KEGG3), Vitamin metabolism (KEGG3), Cell motility and secretion (KEGG3), Pyrimidine metabolism (KEGG3), Cytoskeleton proteins (KEGG3), DNA replication (KEGG3), Amino sugar and nucleotide sugar metabolism (KEGG3), Folate biosynthesis (KEGG3), Carbon fixation in photosynthetic organisms (KEGG3), Phosphatidylinositol signaling system (KEGG3), Lysine degradation (KEGG3), Selenocompound metabolism (KEGG3), Fructose and mannose metabolism (KEGG3), Inositol phosphate metabolism (KEGG3), Protein folding and associated processing (KEGG3), PPAR signaling pathway (KEGG3), Lipid metabolism (KEGG3), Valine, leucine and isoleucine degradation (KEGG3), Glyoxylate and dicarboxylate metabolism (KEGG3), Arginine and proline metabolism (KEGG3), Limonene and pinene degradation (KEGG3), D-Alanine metabolism (KEGG3), Porphyrin and chlorophyll metabolism (KEGG3), C5-Branched dibasic acid metabolism (KEGG3), Chaperones and folding catalysts (KEGG3), Fatty acid metabolism (KEGG3), Glutathione metabolism (KEGG3), Pentose phosphate pathway (KEGG3), Phosphotransferase system (PTS) (KEGG3), Pantothenate and CoA biosynthesis (KEGG3), Proximal tubule bicarbonate reclamation (KEGG3), Galactose metabolism (KEGG3), Starch and sucrose metabolism (KEGG3), Primary immunodeficiency (KEGG3), Cysteine and methionine metabolism (KEGG3), Ubiquinone and other terpenoid-quinone biosynthesis (KEGG3), DNA repair and recombination proteins (KEGG3), Tyrosine metabolism (KEGG3), Phenylalanine, tyrosine and tryptophan biosynthesis (KEGG3), Aminoacyl-tRNA biosynthesis (KEGG3), Alanine, aspartate and glutamate metabolism (KEGG3), Photosynthesis (KEGG3), Other transporters (KEGG3), Butanoate metabolism (KEGG3), Bacterial secretion system (KEGG3), Glycerophospholipid metabolism (KEGG3), Oxidative phosphorylation (KEGG3), Type I diabetes mellitus (KEGG3), Glycolysis/Gluconeogenesis (KEGG3), Photosynthesis proteins (KEGG3), Transporters (KEGG3), Terpenoid backbone biosynthesis (KEGG3), Biosynthesis of unsaturated fatty acids (KEGG3), Signal transduction mechanisms (KEGG3), Synthesis and degradation of ketone bodies (KEGG3), Nucleotide excision repair (KEGG3), Secretion system (KEGG3), Alzheimer's disease (KEGG3), Zeatin biosynthesis (KEGG3), Type II diabetes mellitus (KEGG3), D-Glutamine and D-glutamate metabolism (KEGG3), Taurine and hypotaurine metabolism (KEGG3), Glutamatergic synapse (KEGG3), Plant-pathogen interaction (KEGG3), Vitamin B6 metabolism (KEGG3), Citrate cycle (TCA cycle) (KEGG3), Ethylbenzene degradation (KEGG3), Base excision repair (KEGG3), Replication, recombination and repair proteins (KEGG3), Ribosome biogenesis in eukaryotes (KEGG3), Aminobenzoate degradation (KEGG3), Bacterial motility proteins (KEGG3), Biosynthesis of ansamycins (KEGG3), Ion channels (KEGG3), Metabolism (KEGG2), Poorly Characterized (KEGG2), Biosynthesis and biodegradation of secondary metabolites (KEGG3), Lipoic acid metabolism (KEGG3), Amino acid related enzymes (KEGG3), Translation proteins (KEGG3), Ascorbate and aldarate metabolism (KEGG3), Thiamine metabolism (KEGG3), Function unknown (KEGG3), Glycosaminoglycan degradation (KEGG3), Others (KEGG3), Pentose and glucuronate interconversions (KEGG3), Biotin metabolism (KEGG3), Phenylalanine metabolism (KEGG3), Glycosphingolipid biosynthesis\u2014ganglio series (KEGG3), Pores ion channels (KEGG3), Membrane and intracellular structural molecules (KEGG3), Purine metabolism (KEGG3), One carbon pool by folate (KEGG3), Phosphonate and phosphinate metabolism (KEGG3), Lysosome (KEGG3), Drug metabolism\u2014other enzymes (KEGG3), Penicillin and cephalosporin biosynthesis (KEGG3), Huntington's disease (KEGG3), Nicotinate and nicotinamide metabolism (KEGG3), Drug metabolism\u2014cytochrome P450 (KEGG3), Lipopolysaccharide biosynthesis proteins (KEGG3), Metabolism of xenobiotics by cytochrome P450 (KEGG3), Tuberculosis (KEGG3), and Polycyclic aromatic hydrocarbon degradation (KEGG3).

Metadata:
- Claim Count in Document: 71.0
- Percentile: 95.0
- Lexical Diversity: 1.46154
- Patent Class: 702.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15845190', '15844360', '15497072', '15844139', '15997654']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3016356513765697
- 35 USC 102 Novelty (BERT): 0.5692829919812942
- Combined Prediction Score: 0.3284003854370422
- Mean Citation Score: 444.756854
- Max Citation Score: 483.1308
- Similarity Product: 392.693029020238

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 0
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test