Evidence map›Paper›PMID 40790291›Full record

SynthesisJournal of foot and ankle research2025

Does Hallux Valgus Impair Medial Forefoot Loading? A Meta-Analysis of Plantar Pressure Distribution.

Duo Wai-Chi Wong, Esther Man-Wai Chow, Lucci Lugee Liyeung, Jiao Wang, Toby Chi-To Mak, James Chung-Wai Cheung, Ming Ni, Aaron Kam-Lun Leung

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Journal of foot and ankle research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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

8 authors.

Duo Wai-Chi WongDepartment of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0002-8805-1157
Esther Man-Wai ChowDepartment of Orthopaedics and Traumatology, Prince of Wales Hospital, Hong Kong, China.ORCID https://orcid.org/0009-0007-3743-5373
Lucci Lugee LiyeungDepartment of Orthopaedics and Traumatology, Prince of Wales Hospital, Hong Kong, China.ORCID https://orcid.org/0009-0006-0633-4791
Jiao WangDepartment of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0009-0008-1025-6452
Toby Chi-To MakDepartment of Rehabilitation Sciences, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0002-0490-4950
James Chung-Wai CheungDepartment of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0001-7446-0569
Ming NiDepartment of Orthopaedics, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China.ORCID https://orcid.org/0000-0003-3255-4211
Aaron Kam-Lun LeungDepartment of Rehabilitation Sciences, Faculty of Health and Social Sciences, The Hong Kong Polytechnic University, Hong Kong, China.ORCID https://orcid.org/0000-0001-5992-1566

Funding

National Natural Science Foundation of China 82472112
6 · The paper itself

Abstract

backgroundHallux valgus is a common foot deformity that may alter plantar pressure distribution. This study aimed to determine whether hallux valgus consistently reduces medial forefoot (hallux and medial metatarsal) load and impulse through a meta-analysis of plantar pressure data and increases central metatarsal loading.

methodsA systematic review and meta-analysis were conducted following PRISMA guidelines. PubMed, Web of Science, Scopus, CINAHL, and Embase were searched for studies comparing plantar pressure distribution between hallux valgus and non-hallux valgus feet. Random-effects meta-analyses were performed using standardized mean differences (SMD) for load (force and pressure) and impulse (force and pressure-time integrals) measures in hallux, medial metatarsal, and central metatarsal regions. Risk of bias was assessed using the JBI critical appraisal checklist for analytical cross-sectional studies.

resultsTwenty-one studies (3911 participants and 6407 feet) were included. In-shoe measurements showed significant reductions in hallux loading (force SMD: -0.78 [95% CI: -1.08, -0.49]; force-time integral SMD: -0.39 [-0.71, -0.07]). Platform-based measurements yielded inconsistent results. No conclusive evidence was found for reduced medial metatarsal loading or increased central metatarsal loading. Measurement modality significantly influenced results, with platform-based systems generally showing higher heterogeneity than in-shoe sensors. Nine (43%) and 12 studies (57%) had a high risk of bias on statistical analysis and confounder management, respectively.

conclusionsHallux valgus is associated with reduced hallux loading in in-shoe measurements, but evidence for load redistribution to other forefoot regions is inconclusive. The choice of measurement modality significantly impacts results, highlighting the need for standardized assessment protocols in hallux valgus research.

trial registrationThis study was registered in PROSPERO with the reference number CRD42024574195.

Indexed as

Forefoot, HumanHallux ValgusWeight-BearingAdultBiomechanical PhenomenaCross-Sectional StudiesFemaleHalluxHumansMaleMetatarsal BonesMiddle AgedPressureShoesfoot deformityforefoot biomechanicshallux abducto valgusmeta‐analysismetatarsus primus varuspedobarography

Identifiers

PMID40790291
PMCPMC12339410

What OpenQuestion holds

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LicenceCC BY
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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.