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Vascular-related biological stress, DNA methylation, allostatic load and domain-specific cognition: an integrated machine learning and causal inference approach

Crossref DOI link: https://doi.org/10.1186/s12883-025-04185-6

Published Online: 2025-04-23

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Waziry, Reem

Williams, Olajide A

Tiemeier, Henning

Miles, Caleb
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Text and Data Mining valid from 2025-04-23

Version of Record valid from 2025-04-23
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Article History

Received: 21 February 2024

Accepted: 7 April 2025

First Online: 23 April 2025

Declarations

:

: All participants included in the MIDUS-refresher study provided a written informed consent. MIDUS refresher was approved by the institutional review boards of Harvard University, Georgetown University, the University of California at Los Angeles, the University of Wisconsin institutional review boards, and the University of California at Los Angeles. All MIDUS refresher participants provided written informed consent. In addition, the present study is approved by the Institutional Review Board of Columbia University. All methods were carried out in accordance with relevant guidelines and regulations. The present study has been conducted in accordance with STROBE guidelines for observational studies.

: Not applicable.

: The authors declare no competing interests.

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