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Chapter History

First Online: 29 August 2025

Data Availability

: The data used is composed of confidential patient health information. The data obtained from the Kane laboratory and Genomic Resource in Cardiovascular and Metabolic Disease at UCSF are protected by HIPAA and cannot be released to the public. The deidentified data are summarized within the manuscript. We are prepared to answer any questions that may arise regarding the data used in our research.

: J.P.K. conceptualized the study. E.O.S., M.J.M., and J.P.K. recruited study participants. K.T.C. prepared samples and performed Preβ measurements. X.T. and A.P. performed cytokine measurements. S.S. analyzed the data and performed machine learning and statistical analysis. S.S., K.T.C., and L.B. drafted the manuscript and all authors edited and approved the final version.

: This research was supported by the NIH under Ruth L. Kirschstein National Research Service Award 2T32HL007731-26 from the Department of Health and Human Services Public Health Services (KTC). Additional support was provided by the Read Foundation Charitable Trust and the Campini Foundation (JPK).

: None.

Conference Information

Conference Acronym: CSCI

Conference Name: International Conference on Computational Science and Computational Intelligence

Conference City: Las Vegas, NV

Conference Country: USA

Conference Year: 2024

Conference Start Date: 11 December 2024

Conference End Date: 13 December 2024

Conference Number: 11

Conference ID: csci2024

Conference URL: https://www.american-cse.org/csci2024/