Evidence map›Paper›PMID 42651129›Full record

ArticleBrain sciences2026

Chiropractic Care Is Associated with Frequency-Specific Reorganisation of Triple-Network Brain Dynamics: A Source-Localised EEG Study.

Usman Ghani, Imran Amjad, Imran Khan Niazi, Nitika Kumari, Kelly Holt, Moeez Ashfaque, Amit N Pujari, Ernest Nlandu Kamavuako, Bernadette Murphy, Heidi Haavik

Abstract read
In one paragraph

Article in Brain sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

10 authors.

Usman GhaniCentre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand.ORCID 0000-0001-8887-4244
Imran AmjadCentre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand.ORCID 0000-0002-2824-0079
Imran Khan NiaziCentre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand.ORCID 0000-0001-8752-7224
Nitika KumariCentre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand.ORCID 0000-0002-5135-1682
Kelly HoltCentre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand.ORCID 0000-0003-0046-7260
Moeez AshfaqueSchool of Physics, Engineering and Computer Science, University of Hertfordshire, Hatfield AL10 9AB, UK.
Amit N PujariSchool of Physics, Engineering and Computer Science, University of Hertfordshire, Hatfield AL10 9AB, UK.ORCID 0000-0003-1688-4448
Ernest Nlandu KamavuakoCentre for Robotics Research, Department of Informatics, King's College London, London WC2G 4BG, UK.ORCID 0000-0001-6846-2090
Bernadette MurphyFaculty of Health Sciences, Ontario Tech University, Oshawa, ON L1G 0C5, Canada.ORCID 0000-0001-9832-5740
Heidi HaavikCentre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand.ORCID 0000-0001-7182-2085

Funding

Australian Spinal Research Foundation -NA-Hamblin Trust -NA-NCMIC Foundation -NA-
6 · The paper itself

Abstract

BACKGROUND/

objectivesLarge-scale dysfunction in the default mode (DMN), salience (SN), and central executive (CEN) networks characterises conditions affecting affective, cognitive, and autonomic regulation. Chronic low back pain (CLBP) shows hyperactive salience signalling, disrupted DMN processing, and impaired executive regulation. Chiropractic adjustments modulate cortical excitability, yet whether these extend to oscillatory reorganisation is unknown. This exploratory secondary analysis aimed to determine whether chiropractic care is associated with frequency- and network-specific changes in source-localised EEG connectivity within and between the DMN, SN, and CEN in adults with CLBP.

methodsSeventy-six adults with CLBP were randomised to chiropractic plus usual care (n = 38) or usual care alone (n = 38). EEG was recorded during resting-state and SEP paradigms at baseline, post-intervention, and four weeks. Source activity was reconstructed with sLORETA and PLI computed across theta, alpha, beta, and gamma bands. For each condition, Fisher-z network-mean PLI was analysed in separate network-by-band linear mixed-effects models with Group, Session, and their interaction as fixed effects and a random intercept for a unique participant identifier; ROI-level changes were examined with cluster-based permutation tests, with inference at the connected-component level.

resultsResting-state alpha-band connectivity within the default mode network was higher in the chiropractic group both immediately after care and at four-week follow-up (both q<0.001), alongside additional frequency- and network-specific effects. Region-level analyses identified a distributed alpha-band network spanning most triple-network regions, in which resting-state connectivity increased in the chiropractic group after care (pFWE=0.003; Holm-adjusted p=0.042). For the somatosensory evoked recordings, no network-level interaction survived multiple-comparison correction; the distributed connectivity changes identified in exploratory region-level analyses are therefore considered preliminary.

conclusionsChiropractic adjustments are associated with frequency-specific changes in resting-state connectivity within the DMN, SN, and CEN. These findings are hypothesis-generating and require confirmation in adequately powered, pre-registered trials before they can be interpreted as a neurophysiological basis for improvements in pain, mood, fatigue, sleep, or quality of life.

Indexed as

central sensitizationchiropractic spinal manipulationchronic low back paincortical oscillationsdefault mode networkEEG source localisationfunctional connectivityphase lag indexsalience networktriple network model

Identifiers

PMID42651129
PMCPMC13510510

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.