Evidence map›Paper›PMID 41743911›Full record

ArticleFrontiers in neuroscience2026

Cerebrospinal fluid dynamics and brain function regulation: from homeostasis to neurological disorders.

Yu Yang, Huixia Jia, He Liu

Abstract read
In one paragraph

Article in Frontiers in neuroscience, 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

3 authors.

Yu Yang *Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, China.
Huixia Jia *Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, China.
He LiuDepartment of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cerebrospinal fluid (CSF) is increasingly recognized as an active regulator of brain function rather than a passive mechanical buffer. Beyond its classical roles in cushioning the brain and removing metabolic waste, CSF participates in a tightly coupled system linking neural activity, vascular dynamics, molecular signaling, and tissue mechanics. Here, we present an integrated theoretical framework that unifies three major conceptual strategies in contemporary CSF research: metabolic clearance, neuromodulatory signaling, and bidirectional coupling between fluid dynamics and neural activity. We argue that these processes form a closed-loop regulatory system in which brain state governs CSF flow, while CSF dynamics reciprocally shape neural function and long-term brain health. Disruptions to this integrated CSF-brain system underlie a wide spectrum of neurological disorders, including Alzheimer's disease, stroke, sleep disorders, and hydrocephalus. By synthesizing evidence across scales and disciplines, this framework provides a coherent conceptual foundation for future experimental, diagnostic, and therapeutic advances targeting CSF physiology.

Indexed as

brain functioncerebrospinal fluidclinical medicinefluid dynamicsneuroscience

Identifiers

PMID41743911
PMCPMC12929451

What OpenQuestion holds

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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 OpenQuestion graph.