Evidence map›Paper›PMID 40723814›Full record

ArticleBiomolecules2025

Single-Nucleus Transcriptomics Reveals Glial Metabolic-Immune Rewiring and Intercellular Signaling Disruption in Chronic Migraine.

Shuangyuan Hu, Zili Tang, Shiqi Sun, Lu Liu, Yuyan Wang, Longyao Xu, Jing Yuan, Ying Chen, Mingsheng Sun, Ling Zhao

Abstract read
In one paragraph

Article in Biomolecules, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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

10 authors.

Shuangyuan HuSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Zili TangSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Shiqi SunSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Lu LiuSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Yuyan WangSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Longyao XuSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Jing YuanSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Ying ChenSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Mingsheng SunSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Ling ZhaoSchool of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.

Funding

National Natural Science Foundation of China 82004486National Natural Science Foundation of China 82274664National Natural Science Foundation of China 82430124
6 · The paper itself

Abstract

Chronic migraine (CM) is a debilitating neurological disorder, yet the glial-specific mechanisms underlying its pathophysiology in the trigeminal nucleus caudalis (TNC)-a critical hub for craniofacial pain processing-remain poorly understood. Here, we employed single-nucleus RNA sequencing (snRNA-seq) to resolve cell-type-specific transcriptional landscapes in a nitroglycerin (NTG)-induced CM rat model, with a particular focus on microglia and astrocytes. We identified 19 transcriptional clusters representing nine major cell types, among which reactive microglia (NTG-Mic) and astrocytes (NTG-Asts) were markedly expanded. The NTG-Mic displayed a glycolysis-dominant, complement-enriched state, whereas the NTG-Asts exhibited concurrent activation of amino acid transport and cytokine signaling pathways. Pseudotime trajectory analysis revealed bifurcated glial activation paths, with NTG driving both cell types toward terminal reactive states. Intercellular communication inference uncovered suppressed homeostatic interactions (e.g., CSF1-CSF1R) alongside enhanced proinflammatory signaling (e.g., FGF1-FGFR2, PTN-SDC4), particularly affecting neuron-glia and glia-glia crosstalk. Together, these findings define a high-resolution atlas of glial reprogramming in CM, implicating state-specific metabolic-immune transitions and dysregulated glial communication as potential targets for therapeutic intervention.

Indexed as

Migraine DisordersNeurogliaTranscriptomeAnimalsAstrocytesChronic DiseaseDisease Models, AnimalGene Expression ProfilingMaleMicrogliaNitroglycerinRatsRats, Sprague-DawleySignal TransductionSingle-Cell AnalysisNitroglycerinastrocyteschronic migraineglial heterogeneityligand–receptor signalingmicrogliapseudotime trajectorysingle-nucleus transcriptomicstrigeminal nucleus caudalis

Identifiers

PMID40723814
PMCPMC12292200

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Registered trials

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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.