Evidence map›Paper›PMID 42203771›Full record

ArticleNature communications2026

Single-nucleus analysis reveals human-specific oligodendrocyte polarization and conserved neuronal responses after severe traumatic brain injury.

Jiatong Ji, Honglu Chao, Chengzhi Chen, Xinyue Wang, Wenqian Shi, Jun Liao, Hai Qian, Hao Shi, Jingming Hu, Yangfan Ye and 10 more

Abstract read
In one paragraph

Article in Nature communications, 2026. 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

20 authors.

Jiatong Ji *Institute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University (CPU), Nanjing, Jiangsu, China.
Honglu Chao *Department of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Chengzhi Chen *Department of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Xinyue WangDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Wenqian ShiDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Jun LiaoBig Data Center, School of Science, China Pharmaceutical University (CPU), Nanjing, Jiangsu, China.ORCID http://orcid.org/0000-0003-0617-5840
Hai QianCenter of Drug Discovery, State Key Laboratory of Natural Medicines, China Pharmaceutical University (CPU), Nanjing, Jiangsu, China.
Hao ShiDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Jingming HuDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Yangfan YeDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Yiming TuDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Xiao XuDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Zheng LiDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Zhen YueDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Wei YanDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Xunning HongDepartment of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Huibo WangDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Huimei ChenCentre for Biomedical Data Science (CBDS), Duke-NUS Medical School, Singapore, Republic of Singapore. huimei.chen@duke-nus.edu.sg.ORCID http://orcid.org/0000-0001-7788-1334
Enrico PetrettoInstitute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University (CPU), Nanjing, Jiangsu, China. enrico.petretto@cpu.edu.cn.
Jing JiDepartment of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China. jijing@njmu.edu.cn.ORCID http://orcid.org/0000-0002-7372-024X

Funding

National Natural Science Foundation of China (National Science Foundation of China) 81901955National Natural Science Foundation of China (National Science Foundation of China) 81972153National Natural Science Foundation of China (National Science Foundation of China) 82120108018National Natural Science Foundation of China (National Science Foundation of China) 82303835
6 · The paper itself

Abstract

Severe traumatic brain injury (sTBI) is a leading cause of edema and neurological dysfunction. However, the molecular mechanisms driving injury progression remain poorly understood. Here, we present a single-nucleus transcriptomic atlas of human and male mouse cortex across multiple sTBI stages, providing a systematic landscape of dynamic, cell-type-specific responses to injury and edema. Cross-species analyses reveal both conserved and human-specific programs, including a polarized oligodendrocyte state absent in murine sTBI. This state shows increased ABCA1 and adhesion-related genes and is associated with edema progression. In vitro experiments support an ABCA1-linked role in lipid handling that may support oligodendrocyte-lineage cell function, reflected by the maintenance of myelin-associated marker expression. Analyses combining ligand-receptor interactions, co-expression, and perturbation experiments link microglial CALM2-HMGB1 signaling to oligodendrocyte ABCA1-associated lipid regulation during injury progression. These human-specific programs indicate that rodent models may not fully recapitulate human sTBI mechanisms, underscoring the need for caution when extrapolating cross species findings.

Indexed as

Brain Injuries, TraumaticCell NucleusNeuronsOligodendrogliaAnimalsATP Binding Cassette Transporter 1Cell PolarityDisease Models, AnimalHMGB1 ProteinHumansMaleMiceMice, Inbred C57BLMicrogliaTranscriptomeABCA1 protein, humanATP Binding Cassette Transporter 1HMGB1 Protein

Identifiers

PMID42203771
PMCPMC13388710

What Socratic 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 Socratic graph.