ArticleBiomedicines2026
Multimodal Factor Analysis Reveals Five Robust Phenotypes of Healthy Aging in a Russian Population Cohort.
Lyubov V Machekhina, Alexandra A Melnitskaya, Mikhail S Arbatskiy, Anna V Permyakova, Alexey V Churov, Irina D Strazhesko, Olga N Tkacheva
Abstract read
In one paragraphArticle in Biomedicines, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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5 · Who and what moneyAuthors and funding
7 authors.
Lyubov V MachekhinaRussian Clinical Research Center of Gerontology, Pirogov Russian National Research Medical University, Ministry of Healthcare of the Russian Federation, 129226 Moscow, Russia.
Alexandra A MelnitskayaRussian Clinical Research Center of Gerontology, Pirogov Russian National Research Medical University, Ministry of Healthcare of the Russian Federation, 129226 Moscow, Russia.
Mikhail S ArbatskiyRussian Clinical Research Center of Gerontology, Pirogov Russian National Research Medical University, Ministry of Healthcare of the Russian Federation, 129226 Moscow, Russia.
Anna V PermyakovaRussian Clinical Research Center of Gerontology, Pirogov Russian National Research Medical University, Ministry of Healthcare of the Russian Federation, 129226 Moscow, Russia.ORCID 0000-0001-5189-0347 Alexey V ChurovRussian Clinical Research Center of Gerontology, Pirogov Russian National Research Medical University, Ministry of Healthcare of the Russian Federation, 129226 Moscow, Russia.ORCID 0000-0002-3920-7581 Irina D StrazheskoRussian Clinical Research Center of Gerontology, Pirogov Russian National Research Medical University, Ministry of Healthcare of the Russian Federation, 129226 Moscow, Russia.
Olga N TkachevaRussian Clinical Research Center of Gerontology, Pirogov Russian National Research Medical University, Ministry of Healthcare of the Russian Federation, 129226 Moscow, Russia.
Funding
Russian Science Foundation 25-74-31017
6 · The paper itselfAbstract
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Indexed as
aging phenotypesbiological agebiomarkershealthy agingmachine learningMOFA2multimodal data analysismulti-omics integrationpersonalized medicineRussian cohort
Identifiers
PMID42193482
PMCPMC13204055
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