Evidence map›Paper›PMID 42819184›Full record

ArticleFrontiers in endocrinology2026

Integrative multi-omics analysis unveils the regulatory landscape of diabetic cardiomyopathy: from chromatin accessibility to transcript isoforms and epitranscriptome.

Licheng Ding, Kaiyuan Liu, Xiaofeng Ge, Zhaokai Li, Ke Hu, Shichen Bu

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 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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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Licheng Ding *Department of Cardiology, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Kaiyuan Liu *Department of Cardiology, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Xiaofeng GeDepartment of Cardiology, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Zhaokai LiDepartment of Cardiology, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.
Ke HuDepartment of Vascular Surgery, Renmin Hospital of Wuhan University, Wuhan, China.
Shichen BuDepartment of Cardiology, Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Fujian Branch of National Clinical Research Center for Cardiovascular Diseases, Xiamen, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diabetic cardiomyopathy (DCM) is a major contributor to heart failure in diabetic patients, characterized by profound metabolic remodeling and diastolic dysfunction. However, the multi-layered epitranscriptomic and post-transcriptional networks involved in this disease remain poorly understood. To address this, we established a type 2 diabetes-associated DCM mouse model using a high-fat diet (HFD) combined with low-dose streptozotocin (STZ) injections. By integrating single-molecule direct RNA sequencing (DRS-seq), chromatin accessibility profiling (ATAC-seq), and conventional bulk RNA-seq, we constructed a comprehensive epigenetic-transcriptional regulatory map of DCM. Using DRS-seq, we identified 21,156 full-length transcripts, including 8,457 (39.97%) novel unannotated isoforms, and observed a systemic 3'-UTR elongation under diabetic stress. Joint ATAC-seq and DRS-seq analysis identified concurrent reductions in promoter chromatin accessibility and transcript abundance for four genes, including

Indexed as

ChromatinDiabetes Mellitus, ExperimentalDiabetic CardiomyopathiesAnimalsDiabetes Mellitus, Type 2Epigenesis, GeneticEpitranscriptomeEpitranscriptomicsMaleMiceMice, Inbred C57BLMultiomicsProtein IsoformsTranscriptomeChromatinProtein Isoformsdiabetic cardiomyopathyepitranscriptomicsFam210bmulti-omics integrationT-cell infiltration

Identifiers

PMID42819184
PMCPMC13623679

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.