Abstract: |
A method of creating a biological aging clock for a subject can include: (a) receiving a transcriptome signature derived from a tissue or organ of the subject; (b) creating input vectors based on the transcriptome 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. |
Inventor: |
Aliper, Aleksandr M. (Moscow, RU); Putin, Evgenii (Saint Petersburg, RU); Zavoronkovs, Aleksandrs (Rockville, MD, US) |
Applicant: |
Insilico Medicine, Inc. (Rockville, MD, US) |
Face Assignee: |
Insilico Medicine, Inc. (Rockville, MD, US) |
Filed: |
2018-08-17 |
Issued: |
2019-06-18 |
Claims: |
21 |
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US10325673
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1. A method of creating a biological aging clock for a subject, the method comprising:
(9)
(5)
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16. A computer program product comprising a tangible, non-transitory computer readable medium having a computer readable program code stored thereon, the code being executable by a processor to perform a method for biological aging clock for a patient, the method comprising:
(4)
(5)
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