Type-2 diabetes biomarker discovery and risk assessment through saliva DNA methylome

Abstract

The rising prevalence of type 2 diabetes (T2D) motivates innovative strategies to deepen disease understanding and enhance diagnostic capabilities. This study measures diabetes-specific epigenetic signals in saliva, establishing saliva DNA methylome as a promising medium for T2D screening and study. By integrating comprehensive whole-genome bisulfite sequencing (WGBS) and high-depth targeted bisulfite sequencing (TBS), we developed a cost-efficient two-step approach to profiling DNA methylation at regions of interest. WGBS analysis confirmed T2D-specific methylation signatures in saliva, revealing their enrichment in immune and metabolic regulation pathways. TBS enabled accurate cell type deconvolution, revealing minimal differences in cellular composition between diabetic and non-diabetic samples, suggesting intrinsic molecular changes drive the observed methylation changes. Epigenome-wide association studies further identified significant CpG sites, notably in the \textit region, with strong potential for T2D status prediction. These findings validate the saliva DNA methylome as a scalable, non-invasive resource for T2D biomarker discovery, advancing opportunities in T2D screening, risk assessment, and personalized medicine.

Competing Interest Statement

M.P. founded ProsperK9.

Funding Statement

This study did not receive any funding.

Author Declarations

I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.

Yes

The details of the IRB/oversight body that provided approval or exemption for the research described are given below:

All data presented and experiments described herein are conducted in accordance with the Institutional Review Boards of University of California, Los Angeles (IRB#21-000256 and IRB#11-001530)

I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals.

Yes

I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).

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I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable.

Yes

Data Availability

All data produced in the present study are available upon reasonable request to the authors

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