Evidence mapPaperPMID 41836313Full record

ReviewFrontiers in molecular neuroscience2026

Lactate and cognition: a dual modulator.

Wen Yang, Yu Xu, Kunhua Wang

Abstract readReview
In one paragraph

Review in Frontiers in molecular 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.

Wen YangDepartment of Clinical Psychology, The First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China.
Yu XuYunnan Technological Innovation Center of Drug Addiction Medicine, Yunnan University, Kunming, China.
Kunhua WangYunnan Technological Innovation Center of Drug Addiction Medicine, Yunnan University, Kunming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lactate, traditionally regarded as a byproduct of glycolysis, has emerged as a key metabolic substrate and signaling molecule in the brain. Through the astrocyte-neuron lactate shuttle, lactate provides an essential link between energy metabolism and neuronal function. Beyond its metabolic role, lactate influences synaptic plasticity, neuroinflammation, mitochondrial dynamics, and epigenetic regulation, thereby exerting multifaceted effects on cognitive processes. Accumulating evidence demonstrates that lactate acts as a double-edged regulator: under certain conditions, it promotes neuronal resilience and cognitive enhancement, whereas excessive accumulation or impaired transport may contribute to dysfunction. This review synthesizes current knowledge of lactate metabolism in the central nervous system, highlighting its physiological functions, bidirectional impact on cognition, and emerging role as both a biomarker and therapeutic target. A deeper understanding of lactate-mediated mechanisms may pave the way for novel strategies in the prevention and intervention of cognitive impairment. Clinically, lactate is best interpreted as a context-sensitive metabolic readout rather than a standalone disease-specific biomarker.

Indexed as

astrocyte–neuron lactate shuttlecognitionepigenetic regulationlactateneuroinflammationsynaptic plasticity

Identifiers

PMID41836313
PMCPMC12982327

What Socratic 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 Socratic graph.