Evidence mapPaperPMID 42015171Full record

ReviewJournal of translational medicine2026

Neurovascular and synaptic milieu of brain-resident cells in cognitive dysfunction of myalgic encephalomyelitis/chronic fatigue syndrome.

Huimin Xu, Qiaoqi Li, Yingzhe Luo, Hong Zhu

Abstract readReview
In one paragraph

Review in Journal of translational medicine, 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

4 authors.

Huimin Xu *Department of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
Qiaoqi Li *Department of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
Yingzhe LuoDepartment of Oncology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, 610041, China.
Hong ZhuDepartment of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China. zhuhonghuaxi@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCognitive dysfunction (“brain fog”), encompassing impairments in attention, processing speed, memory, and executive function, is a prevalent and disabling feature of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). While systemic immune abnormalities are well documented, the central nervous system processes linking peripheral immune disturbance to cognitive impairment remain poorly defined, limiting mechanism-based stratification and therapeutic development. MAIN BODY: This review synthesizes evidence from neuroimaging, neuroimmunology, neurovascular biology, and cellular metabolism to propose a brain-centered, cell-resolved framework for ME/CFS-associated cognitive dysfunction. Distinct from prior neuroimmune or neurovascular syntheses that emphasize systemic inflammation or vascular dysfunction in isolation, this review adopts a brain-centered perspective. Existing findings are organized around interactions among brain-resident cellular populations within the neurovascular and synaptic microenvironment. Across studies, human evidence is largely derived from cross-sectional imaging, biomarker, and physiological assessments, supplemented by mechanistic insights from experimental models. The strength and consistency of evidence vary across proposed mechanisms: neurovascular and glial alterations are supported by relatively convergent imaging and biomarker data, whereas neuronal network imbalance, oligodendrocyte involvement, and extracellular vesicle–mediated signaling remain more heterogeneous and hypothesis-generating. Accordingly, microglial priming, astrocytic dysfunction, excitation–inhibition imbalance, and neurovascular unit alterations are interpreted as associative and context-dependent processes rather than established causal drivers of cognitive impairment.

conclusionsTaken together, primarily cross-sectional human studies complemented by experimental data support a model in which cognitive dysfunction in ME/CFS reflects persistent but potentially modifiable neuroimmune and neurometabolic dysregulation, rather than fixed structural neurodegeneration. The translational value of this framework lies in its capacity to hierarchize mechanistic pathways by evidential strength and cellular context, thereby informing hypothesis-driven patient stratification and prioritization of glial-, vascular-, or metabolism-targeted interventions for future testing. Longitudinal and interventional studies will be essential to determine causal relationships and to evaluate whether targeting specific brain-resident cellular processes can meaningfully improve cognitive outcomes in ME/CFS.

Indexed as

BrainCognitive DysfunctionFatigue Syndrome, ChronicSynapsesAnimalsHumansAstrocyteCognitionExcitation–inhibition balanceMicrogliaMyalgic encephalomyelitis/chronic fatigue syndromeNeurometabolismNeurovascular unit

Identifiers

PMID42015171
PMCPMC13238143

What Socratic holds

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LicenceCC BY-NC-ND
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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.