Evidence map›Paper›PMID 40370479›Full record

ArticleNeurophotonics2025

Cortical functional connectivity and topology based on complex network graph theory analysis during acute pain stimuli.

Yijing Luo, Jiaohao Du, Fanfu Fang, Ping Shi

Abstract read
In one paragraph

Article in Neurophotonics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 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

4 authors.

Yijing LuoUniversity of Shanghai for Science and Technology, School of Health Sciences and Engineering, Shanghai, China.ORCID https://orcid.org/0009-0005-6474-9728
Jiaohao DuUniversity of Shanghai for Science and Technology, School of Health Sciences and Engineering, Shanghai, China.ORCID https://orcid.org/0000-0002-0085-3690
Fanfu FangChanghai Hospital, Naval Medical University, Department of Rehabilitation Medicine, Shanghai, China.ORCID https://orcid.org/0000-0001-7535-5242
Ping ShiUniversity of Shanghai for Science and Technology, School of Health Sciences and Engineering, Shanghai, China.ORCID https://orcid.org/0000-0001-7955-5567

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: We aimed to investigate alterations in the topological organization of functional brain networks in acute pain. Methods: A total of 29 capsaicin group (CAP) and 19 sham controls (Sham) underwent a 10-min resting-state functional near-infrared spectroscopy scan. The CAP group applied capsaicin cream (0.1%) to the lower back, whereas the Sham group applied a hand cream without capsaicin ingredients to the same area. All subjects were healthy individuals prior to the experiment and did not report any pain or other medical history. The pain in the CAP was only caused by the topical application of capsaicin. Each subject was asked to complete a numerical rating scale. Graph theory-based analysis was used to construct functional connectivity (FC) matrices and extract the features of small-world networks of the brain in both groups. Then, FC differences in the prefrontal cortex were characterized by statistical analysis, and the altered brain features were explored. Results: Compared with Sham, CAP had impaired functions in short- and long-distance connectivity ( Conclusions: Even brief episodes of acute pain can significantly reshape the brain's network architecture and FC, revealing a complex phenomenon beyond a transient sensory experience. Disruptions in brain network topology and connectivity due to pain suggest potential avenues for targeted therapeutic interventions and a reconfiguration of brain networks that could underlie chronic pain formation.

Indexed as

acute painfunctional brain networkfunctional connectivitygraph theorysmall-world properties

Identifiers

PMID40370479
PMCPMC12077576

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LicenceCC BY
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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.