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 8):
The system of  claim 1 , wherein the microorganism-related condition model comprises a skin-related characterization model generated based on the processed microbiome feature set, wherein the skin-related characterization model is operable to determine the characterization of a scalp-related condition for the user, and wherein the set of microbiome features comprises features associated with at least one of: Actinobacteria (class), Lactobacillales (order), Actinomycetales (order), Firmicutes (phylum), Dermabacteraceae (family), Lactobacillaceae (family), Propionibacteriaceae (family), Corynebacteriaceae (family),  Lactobacillus  (genus),  Corynebacterium  (genus),  Propionibacterium  (genus),  Dermabacter  (genus),  Eremococcus  (genus),  Corynebacterium freiburgense  (species), Eremoc(KEGG3)occus  coleocola  (species),  Corynebacterium  sp. (species),  Staphylococcus  sp. C912 (species),  Anaerococcus  sp. 8405254 (species),  Corynebacterium glucuronolyticum  (species),  Dermabacter hominis  (species), Coriobacteriaceae (family), Enterobacteriaceae (family), Staphylococcaceae (family), Enterobacteriales (order), Bacillales (order),  Bifidobacterium  (genus),  Staphylococcus  (genus),  Atopobium  (genus),  Megasphaera  (genus),  Corynebacterium mastitidis  (species),  Streptococcus  sp. BS35a (species),  Finegoldia magna  (species),  Staphylococcus aureus  (species),  Haemophilus influenzae  (species),  Corynebacterium  sp. NML 97-0186 (species),  Streptococcus  sp. oral taxon G59 (species),  Dorea  (genus),  Roseburia  sp. 11SE39 (species),  Dorea longicatena  (species), Prevotellaceae (family), Veillonellaceae (family), Oscillospiraceae (family), Negativicutes class, Selenomonadales (order),  Finegoldia  (genus),  Oscillospira  (genus),  Intestinimonas  (genus),  Flavonifractor  (genus),  Prevotella  (genus),  Moryella  (genus),  Catenibacterium mitsuokai  (species),  Collinsella aerofaciens  (species),  Peptoniphilus  sp. 2002-2300004 (species),  Corynebacterium canis  (species),  Finegoldia  sp. S9 AA1-5 (species),  Prevotella buccalis  (species),  Dialister invisus  (species),  Moraxella  (genus),  Neisseria  (genus),  Neisseria mucosa  (species), Rikenellaceae (family), Metabolism of Cofactors and Vitamins (KEGG2), Enzyme Families (KEGG2), Lipid Metabolism (KEGG2), Immune System Diseases (KEGG2), Glycolysis/Gluconeogenesis (KEGG3), Primary immunodeficiency (KEGG3), Pyruvate metabolism (KEGG3), Transport and Catabolism (KEGG2), Neurodegenerative Diseases (KEGG2), Endocrine System (KEGG2), Amino Acid Metabolism (KEGG2), Cellular Processes and Signaling (KEGG2), Signaling Molecules and Interaction (KEGG2), Metabolism of Other Amino Acids (KEGG2), Replication and Repair (KEGG2), Translation (KEGG2), Cell Growth and Death (KEGG2), Membrane Transport (KEGG2), Biosynthesis of Other Secondary Metabolites (KEGG2), Metabolism of Terpenoids and Polyketides (KEGG2), Inorganic ion transport and metabolism (KEGG3), Vitamin metabolism (KEGG3), Valine, leucine and isoleucine biosynthesis (KEGG3), Peroxisome (KEGG3), Ribosome Biogenesis (KEGG3), Selenocompound metabolism (KEGG3), Histidine metabolism (KEGG3), Chromosome (KEGG3), Sulfur metabolism (KEGG3), PPAR signaling pathway (KEGG3), Porphyrin and chlorophyll metabolism (KEGG3), Phosphatidylinositol signaling system (KEGG3), Inositol phosphate metabolism (KEGG3), Sulfur relay system (KEGG3), Glycine, serine and threonine metabolism (KEGG3), DNA replication proteins (KEGG3), Pantothenate and CoA biosynthesis (KEGG3), Translation factors (KEGG3), Protein folding and associated processing (KEGG3), Type 11 diabetes mellitus (KEGG3), Protein kinases (KEGG3), Folate biosynthesis (KEGG3), Lysine degradation (KEGG3), RNA polymerase (KEGG3), D-Alanine metabolism (KEGG3), Carbon fixation in photosynthetic organisms (KEGG3), Nitrogen metabolism (KEGG3), Glycerophospholipid metabolism (KEGG3), Biosynthesis of ansamycins (KEGG3), Valine, leucine and isoleucine degradation (KEGG3), Cytoskeleton proteins (KEGG3), Peptidases (KEGG3), Fatty acid metabolism (KEGG3), Cell cycle\u2014 Caulobacter  (KEGG3), Phosphotransferase system (FTS) (KEGG3), Pyrimidine metabolism (KEGG3), Alzheimer's disease (KEGG3), Butanoate metabolism (KEGG3), Tryptophan metabolism (KEGG3), Signal transduction mechanisms (KEGG3), Pentose phosphate pathway (KEGG3), Other ion-coupled transporters (KEGG3), Homologous recombination (KEGG3), Replication, recombination and repair proteins (KEGG3), Xylene degradation (KEGG3), Mismatch repair (KEGG3), Glyoxylate and dicarboxylate metabolism (KEGG3), Arginine and proline metabolism (KEGG3), Peptidoglycan biosynthesis (KEGG3), Chaperones and folding catalysts (KEGG3), Type I diabetes mellitus (KEGG3), DNA replication (KEGG3), Bacterial secretion system (KEGG3), Tyrosine metabolism (KEGG3), Citrate cycle (TCA cycle) (KEGG3), Amino sugar and nucleotide sugar metabolism (KEGG3), Ribosome (KEGG3), Limonene and pinene degradation (KEGG3), Cell motility and secretion (KEGG3), Taurine and hypotaurine metabolism (KEGG3), Oxidative phosphorylation (KEGG3), Fructose and mannose metabolism (KEGG3), Vitamin B6 metabolism (KEGG3), Ion channels (KEGG3), Synthesis and degradation of ketone bodies (KEGG3), Other transporters (KEGG3), Galactose metabolism (KEGG3), Polycyclic aromatic hydrocarbon degradation (KEGG3), Transporters (KEGG3), DNA repair and recombination proteins (KEGG3), Starch and sucrose metabolism (KEGG3), Alanine, aspartate and glutamate metabolism (KEGG3), Ribosome biogenesis in eukaryotes (KEGG3), Secretion system (KEGG3), Biosynthesis of unsaturated fatty acids (KEGG3), Cysteine and methionine metabolism (KEGG3), Base excision repair (KEGG3), Aminobenzoate degradation (KEGG3), Photosynthesis (KEGG3), Photosynthesis proteins (KEGG3), Pores ion channels (KEGG3), Lipid biosynthesis proteins (KEGG3), and D-Glutamine and D-glutamate metabolism (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): 0.3004373002601112
- 35 USC 102 Novelty (BERT): 0.5724663934677753
- Combined Prediction Score: 0.3276402095808776
- Mean Citation Score: 444.756854
- Max Citation Score: 483.1308
- Similarity Product: 410.8579315276623

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