BIOLOGICAL DATA SIGNATURES OF AGING AND METHODS OF DETERMINING A BIOLOGICAL AGING CLOCK

A method of creating a biological aging clock for a subject can include: (a) receiving a biological data signature derived from a tissue or organ of the subject; (b) creating input vectors based on the biological data signature; (c) inputting the input vectors into a machine learning platform; (d) g...

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Hauptverfasser:	Putin, Evgeny Olegovich, Aliper, Aleksandr M, Zavoronkovs, Aleksandrs
Format:	Patent
Sprache:	eng
Schlagworte:	BEER BIOCHEMISTRY CHEMISTRY COMPOSITIONS THEREOF CULTURE MEDIA ENZYMOLOGY HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES MEASURING METALLURGY MICROBIOLOGY MICROORGANISMS OR ENZYMES MUTATION OR GENETIC ENGINEERING PHYSICS PROPAGATING, PRESERVING OR MAINTAINING MICROORGANISMS SPIRITS TESTING VINEGAR WINE
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Beschreibung
Zusammenfassung:	A method of creating a biological aging clock for a subject can include: (a) receiving a biological data signature derived from a tissue or organ of the subject; (b) creating input vectors based on the biological data signature; (c) inputting the input vectors into a machine learning platform; (d) generating a predicted biological aging clock of the tissue or organ based on the input vectors by the machine learning platform, wherein the biological aging clock is specific to the tissue or organ; and (e) preparing a report that includes the biological aging clock that identifies a predicted biological age of the tissue or organ. The biological data signature can be based on biological pathway activation signatures for genomics, transcriptomics, proteomics, methylomics, metabolomics, lipidomics, glycomics, or secretomics.