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Authors
Monti, Stefano https://orcid.org/0000-0002-9376-0660
Lustgarten, Michael S.
Huang, Ziwei
Song, Zeyuan
Li, Mengze
Ellis, Dylan
Tian, Qu
Ferrucci, Luigi
Rappaport, Noa
Andersen, Stacy L.
Perls, Thomas P.
Sebastiani, Paola
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Funding
Funding for this research was provided by:
National Institute on Aging (U19-AG023122)
National Institute on Aging (U19-AG063893)
National Institute on Aging (UH2-AG064704)
National Institute on Aging (R01-AG061844)
Find the Cause Breast Cancer Foundation
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Article History
Received: 31 October 2025
Accepted: 6 February 2026
First Online: 27 March 2026
Declarations
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: This study was conducted in accordance with the relevant local and international ethical guidelines. All enrolled participants (or their legal guardian or representative, when applicable) provided informed consent. All study personnel and data analysts have completed and maintained current human-subjects research training under IRB oversight. All participant data used, including phenotypic and metabolomics data, were de-identified and are stored on secure servers with restricted access.
: The authors declare no competing interests.
