OSCR

Network-Level Convergence of Adiposity-Related Gray Matter Alterations: A Coordinate-Based Connectome Mapping Meta-Analysis With Imaging Transcriptomics.

Overview

Authors: Yingxian Li1, Mingnan Lin1, Gengbiao Zhang1, Hongyi Zheng1, Wenbin Zheng1
  1. Department of Medical Imaging, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
Journal: Human brain mapping, volume 47, issue 8, article e70563
Dates: received 17 February 2026; accepted 21 May 2026; published online 9 June 2026; in print June 2026
Type: Review · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1002/hbm.70563 · PMID 42265909 · PMCID PMC13250259 · OpenAlex W7164124117
Open access: gold, a free copy (OpenAlex)
Status: empty repository
Categories: genetics / omics (modality), structural MRI / diffusion (modality), human (organism), other condition (population), cellular / molecular (subfield)
Methods: Connectivity, Statistics, fMRI & imaging, Smoothing, state filtering, decompositions, Preprocessing
Keywords: adiposity, gray matter volume, imaging transcriptomics, obesity, voxel‐based morphometry
MeSH: Adiposity*, Connectome*, Gray Matter*, Nerve Net*, Obesity*, Transcriptome*, Humans, Magnetic Resonance Imaging, Weight Loss (* major topic)
Topic: Functional Brain Connectivity Studies (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: Provincial Science and Technology Innovation Strategy Special Project Funding Program (STKJ2023042); Natural Science Foundation of Guangdong Province (2024A1515011698)
Citations: not cited yet (Europe PMC); 90 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

OSF spjzd

License: none: the authors keep all their rights
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Size: 0 files, 0 scripts
Software Heritage: not checked
Found in: “Code Availability and Reproducibility”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)

Code availability statement

The paper has a code availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

Read it in the paper: doi.org/10.1002/hbm.70563.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

Datasets cited

Data availability statement

The paper has a data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

  • no repository, dataset or request procedure was recognized in it

Read it in the paper: doi.org/10.1002/hbm.70563.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 5 authors, 5 keywords, 9 MeSH terms, 2 funders, 89 references.

Cite

This paper

Li, Y., Lin, M., Zhang, G., Zheng, H., & Zheng, W. (2026). Network-Level Convergence of Adiposity-Related Gray Matter Alterations: A Coordinate-Based Connectome Mapping Meta-Analysis With Imaging Transcriptomics. Human brain mapping, 47(8), e70563. https://doi.org/10.1002/hbm.70563

BibTeX

@article{li2026network,
author = {Li, Yingxian and Lin, Mingnan and Zhang, Gengbiao and Zheng, Hongyi and Zheng, Wenbin},
title = {{Network-Level Convergence of Adiposity-Related Gray Matter Alterations: A Coordinate-Based Connectome Mapping Meta-Analysis With Imaging Transcriptomics}},
journal = {Human brain mapping},
year = {2026},
month = jun,
volume = {47},
number = {8},
pages = {e70563},
publisher = {Wiley},
issn = {1065-9471},
doi = {10.1002/hbm.70563},
url = {https://doi.org/10.1002/hbm.70563},
pmid = {42265909},
pmcid = {PMC13250259}
}

RIS

TY - JOUR
AU - Li, Yingxian
AU - Lin, Mingnan
AU - Zhang, Gengbiao
AU - Zheng, Hongyi
AU - Zheng, Wenbin
TI - Network-Level Convergence of Adiposity-Related Gray Matter Alterations: A Coordinate-Based Connectome Mapping Meta-Analysis With Imaging Transcriptomics
T2 - Human brain mapping
J2 - Hum Brain Mapp
PY - 2026
DA - 2026/06/01
VL - 47
IS - 8
SP - e70563
SN - 1065-9471
PB - Wiley
DO - 10.1002/hbm.70563
UR - https://doi.org/10.1002/hbm.70563
LA - en
ER -

CSL-JSON

{
"id": "10.1002/hbm.70563",
"type": "article-journal",
"title": "Network-Level Convergence of Adiposity-Related Gray Matter Alterations: A Coordinate-Based Connectome Mapping Meta-Analysis With Imaging Transcriptomics",
"container-title": "Human brain mapping",
"author": [
{
"family": "Li",
"given": "Yingxian"
},
{
"family": "Lin",
"given": "Mingnan"
},
{
"family": "Zhang",
"given": "Gengbiao"
},
{
"family": "Zheng",
"given": "Hongyi"
},
{
"family": "Zheng",
"given": "Wenbin"
}
],
"container-title-short": "Hum Brain Mapp",
"volume": "47",
"issue": "8",
"page": "e70563",
"DOI": "10.1002/hbm.70563",
"PMID": "42265909",
"PMCID": "PMC13250259",
"ISSN": "1065-9471",
"publisher": "Wiley",
"URL": "https://doi.org/10.1002/hbm.70563",
"language": "en",
"issued": {
"date-parts": [
[
2026,
6,
1
]
]
}
}

The tracing map gets a citation of its own once an author has validated it and it has a DOI.

Similar papers

The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.

[1] doi:10.1371/journal.pbio.3003856 [code]
Aging and metabolism contribute separately to brain-body health.
Journal: PLoS biology
In common: structural MRI / diffusion, 11 references
[2] doi:10.1017/s0033291726103924 [code]
Brain network representations of placebo analgesia.
Journal: Psychological medicine
In common: 4 references
[3] doi:10.1038/s41398-026-04073-8 [code]
Functional connectivity density alterations in obsessive-compulsive disorder are associated with neurotransmitter and genetic profiles.
Journal: Translational psychiatry
In common: genetics / omics, other condition, 3 references
[4] doi:10.3389/fnmol.2026.1909269 [code]
Convergent functional networks of intrinsic activity alterations in temporal lobe epilepsy and their molecular correlates.
Journal: Frontiers in molecular neuroscience
In common: genetics / omics, cellular / molecular, 3 references
[5] doi:10.1038/s41467-026-74153-2 [code]
Regional, functional and transcriptomic decoding of multidimensional brain structure alterations in obsessive-compulsive disorder.
Journal: Nature communications
In common: genetics / omics, other condition, cellular / molecular, 2 references
[6] doi:10.3389/fneur.2026.1796739 [code]
Network localization of regional intrinsic neural activity alterations in migraine and their neurochemical correlates.
Journal: Frontiers in neurology
In common: 3 references
[7] doi:10.1016/j.isci.2026.117281 [code]
Spatial pattern-driven interpretable model and biological correlates in brain glioblastoma-lymphoma differentiation.
Journal: iScience
In common: genetics / omics, other condition, 2 references
[8] doi:10.1371/journal.pcbi.1014323 [code]
A prototype-augmented graph representation learning framework for identifying brain disorder-associated genes and facilitating drug repurposing.
Journal: PLoS computational biology
In common: genetics / omics, cellular / molecular, 2 references
[9] doi:10.1093/brain/awaf443 [code]
Cellular signatures underlying functional resilience in presymptomatic frontotemporal dementia.
Journal: Brain : a journal of neurology
In common: genetics / omics, 2 references
[10] doi:10.1038/s41380-026-03547-x [code]
Multiscale characterization of cortical signatures in positive and negative schizotypy: a worldwide ENIGMA study.
Journal: Molecular psychiatry
In common: structural MRI / diffusion, 2 references

Contribute

The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.

Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.

Request its removal

To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).

Discussion, reproductions, activity

Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.

Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.

Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.