Evidence map›Paper›PMID 41279622›Full record

ArticlebioRxiv : the preprint server for biology2025

Type 2 Diabetes and Obesity Alter Exercise Training-Induced Transcriptional Adaptations to Subcutaneous White Adipose Tissue.

Roeland J W Middelbeek, Jiekun Yang, Pasquale Nigro, Benjamin James, Danaé Papadopoulos, Laura K Simpson, Jeu Park, Maria Vamvini, Li-Lun Ho, Hui Zhang and 4 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Roeland J W MiddelbeekSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.ORCID 0000-0003-3862-8082
Jiekun YangComputer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID 0000-0003-0920-052X
Pasquale NigroSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.ORCID 0000-0002-2918-8356
Benjamin JamesComputer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.
Danaé PapadopoulosComputer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.
Laura K SimpsonSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.
Jeu ParkSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.ORCID 0000-0001-5084-8067
Maria VamviniSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.
Li-Lun HoComputer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.
Hui ZhangSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.
Nicholas P CarboneSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.ORCID 0000-0003-2999-3192
Michael F HirshmanSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.ORCID 0000-0001-8728-6379
Manolis KellisComputer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID 0000-0001-7113-9630
Laurie J GoodyearSection on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.ORCID 0000-0002-6299-2928

Funding

SPECIAL ASSAY COREP30DK036836 · NIDDK · JOSLIN DIABETES CENTER · PI JEAN E. SCHAFFER · 1986 to 2026
$50.5M
Transgenic CoreP30DK057521 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI KAHN, BARBARA B. · 2000 to 2019
$31.4M
TRAINING IN DIABETES AND METABOLISMT32DK007260 · NIDDK · JOSLIN DIABETES CENTER · PI LAURIE J GOODYEAR · 1986 to 2026
$13.6M
Novel Mechanisms of Exercise Training Effects on Glucose HomeostasisR01DK099511 · NIDDK · JOSLIN DIABETES CENTER · PI LAURIE J GOODYEAR · 2014 to 2026
$6.5M
Training Program in Nutrition and MetabolismT32HD052961 · NICHD · MASSACHUSETTS GENERAL HOSPITAL · PI GRINSPOON, STEVEN K. · 2005 to 2016
$1.3M
Harvard Training Program in Bioinformatics Applied to Diabetes, Obesity and Metabolism.T32DK110919 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI FLOREZ, JOSE CARLOS, PATEL, CHIRAG J. · 2017 to 2021
$1.3M
Exercise Regulation of Human Adipose TissueR01DK112283 · NIDDK · JOSLIN DIABETES CENTER · PI GOODYEAR, LAURIE J · 2016 to 2018
$1.2M
Mechanisms of exercise effects in obese humans: sex-specific regulation of novel adipose tissue functionK23DK114550 · NIDDK · JOSLIN DIABETES CENTER · PI MIDDELBEEK, ROELAND J · 2018 to 2022
$956k
Multi-omics approach to understanding the beneficial effects of exercise in diabetesF32DK126432 · NIDDK · JOSLIN DIABETES CENTER · PI VAMVINI, MARIA · 2020 to 2021
$227k
NICHD NIH HHS T32 HD052961NIDDK NIH HHS F32 DK126432NIDDK NIH HHS K23 DK114550NIDDK NIH HHS P30 DK036836NIDDK NIH HHS P30 DK057521NIDDK NIH HHS R01 DK099511NIDDK NIH HHS R01 DK112283NIDDK NIH HHS T32 DK007260NIDDK NIH HHS T32 DK110919
6 · The paper itself

Abstract

White adipose tissue (WAT) dysfunction contributes to obesity-associated metabolic disease and type 2 diabetes (T2D). Rodent studies have demonstrated that exercise training improves WAT function, but molecular studies investigating exercise training effects on WAT in humans have been limited, particularly in the context of metabolic disease. Here, we defined the subcutaneous WAT (scWAT) transcriptome in middle-aged adults (10 male, 19 female) that were classified by lower BMI (<27 kg/m

Identifiers

PMID41279622
PMCPMC12632298

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.