Definition and research guide
This page combines a MeSH definition, publication statistics and selected research abstracts. It is a starting point for reading the literature, not a medical textbook or a systematic evidence review.
Content available: 4 complete abstracts (1,017 words), 10 references. Full article text is not stored or reproduced here; follow the PMID, DOI or PMC links to read the original sources and their access terms.
Definition
Alterations or deviations from normal shape or size which result in a disfigurement of the foot.
Definition: NLM Medical Subject Headings (MeSH) scope note (Public domain (U.S. National Library of Medicine); attribution requested). View the MeSH record.
Also known as: Deformities, Foot; Deformity, Foot; Foot Deformity; Metatarsal Deformity; Deformities, Metatarsal; Deformity, Metatarsal; Metatarsal Deformities.
Where it fits in the MeSH classification
- Broader topics
- Musculoskeletal Diseases
- Narrower topics
- Foot Deformities, Acquired; Foot Deformities, Congenital; Hallux Valgus; Hallux Varus; Hammer Toe Syndrome; Metatarsal Valgus; Metatarsus Varus
Research landscape
PubMed indexes 19,465 records tagged with the MeSH heading “Foot Deformities” (counts retrieved 2026-11-04). 3,360 of them (17.3%) were published from 2020 onward, and the busiest period so far is through 1999 with 8,089 records.
Reviews account for 2,420 records (12.4%) and meta-analyses for 127. Randomized controlled trials number 357 (1.8%) as a share of all records on the topic. Randomized trials make up only a small share of this literature, so much of what is known comes from laboratory, observational or descriptive work.
Show the data
| Period | Records |
|---|---|
| through 1999 | 8,089 |
| 2000-2009 | 3,296 |
| 2010-2019 | 4,720 |
| 2020 onward | 3,360 |
Publication-type chart data
| Type | Records | Share |
|---|---|---|
| Reviews | 2,420 | 12.4% |
| Meta-analyses | 127 | 0.7% |
| Randomized controlled trials | 357 | 1.8% |
Method: PubMed query "Foot Deformities"[MeSH Terms] with publication-type and date filters, retrieved 2026-11-04.
Reading the evidence in bones, joints, muscles and skin
Joint, bone, muscle and skin conditions are often judged by pain scores, function questionnaires, imaging or photographs, and symptoms can fluctuate, so placebo response and natural improvement matter. Imaging changes are common in people without symptoms. Nothing on this page is advice about treatment. Check how outcomes were measured, whether the comparison group received a placebo or usual care, and how long the benefit lasted.
Evidence from open-access studies
These open-access studies come from PubMed’s best-match results for this heading (papers whose main topic it is), ranked here by citation count, with one recent addition. Each abstract is reproduced in full under its recorded open licence so that you can read the authors’ own words. They illustrate the literature; they are not a systematic summary of it. Citation counts measure attention, not reliability or clinical benefit.
| Study / authors | Year | Source label / design | Europe PMC citations | Licence / source |
|---|---|---|---|---|
| Hallux valgus in preprofessional adolescent dancesport athletes: Prevalence and associated training factors | 2024 | Research article Design not recorded in structured metadata | 10 | cc by PMID 39079751 · DOI · PMC11633362 |
| Ten-Year Minimum Follow-up Study of First Metatarsophalangeal Joint Fusion in Young vs Old Patients | 2024 | Research article Design not recorded in structured metadata | 8 | cc by PMID 38158798 · DOI · PMC10960322 |
| Automatic estimation of hallux valgus angle using deep neural network with axis-based annotation | 2024 | Research article Design not recorded in structured metadata | 6 | cc by PMID 38478080 · DOI · PMC11410836 |
| Hope Walks: The Impact of Clubfoot Treatment on Human Flourishing in Ethiopia | 2026 | Research article Design not recorded in structured metadata | 3 | cc by PMID 40968416 · DOI · PMC12680910 |
Hallux valgus in preprofessional adolescent dancesport athletes: Prevalence and associated training factors [1]
Abstract reading summary — source excerpts
- Opening excerpt
- BackgroundThis study aimed to determine the risk factors of hallux valgus angle among preprofessional adolescent dancesport athletes.
- Closing excerpt
- Training factors should be considered in preventive programs for elite adolescent dancesport athletes, and special attention should be paid to female athletes.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (273 words)
BackgroundThis study aimed to determine the risk factors of hallux valgus angle among preprofessional adolescent dancesport athletes.MethodsA total of 275 athletes, (73 males and 202 females) aged between the ages of 11 and 18 years, participated in this study. A cross-sectional questionnaire was used to survey their demographic characteristics (sex and age), training information (starting age, weekly training time, and athletic career [number of years of training at this specific dancesport school]), and measured their height and weight. The hallux valgus angle was measured based on foot photographs. The chi-square test was used to compare the difference with prevalence of hallux valgus between male and female athletes. A normal distribution test was performed, and based on the test results, unpaired t-test and multiple logistic regression were conducted to identify training factors for the hallux valgus in this cohort.ResultsChi-square test showed higher prevalence of hallux valgus in female elite adolescent dancesport athletes than males. The t-test results did not show any significant differences between the hallux valgus group and non-hallux valgus groups with start age, athletic career, and weekly training time. Multiple logistic regression analysis with hallux valgus as the dependent variable revealed that the female sex was a strong predictor of a higher prevalence of hallux valgus (odds ratio [OR]: 3.954, 95% confidence interval 95% CI: 2.193-7.131, and p ConclusionsOur findings revealed that the prevalence of hallux valgus in adolescent dancesport athletes was higher in females than in males. Longer weekly training time was also a risk factor for hallux valgus. Training factors should be considered in preventive programs for elite adolescent dancesport athletes, and special attention should be paid to female athletes.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 39079751 · DOI · PMC11633362
Ten-Year Minimum Follow-up Study of First Metatarsophalangeal Joint Fusion in Young vs Old Patients [2]
Abstract reading summary — source excerpts
- Opening excerpt
- BackgroundPainful degenerative joint disease (DJD) of the first metatarsophalangeal joint (MTP I), or hallux rigidus, mainly occurs in later stages of life.
- Closing excerpt
- Level of evidenceLevel III, a case-control study.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (293 words)
BackgroundPainful degenerative joint disease (DJD) of the first metatarsophalangeal joint (MTP I), or hallux rigidus, mainly occurs in later stages of life. For end-stage hallux rigidus, MTP I arthrodesis is considered the gold standard. As young and active patients are affected considerably less frequently, it currently remains unclear, whether they benefit to the same extent. We hypothesized that MTP I arthrodesis in younger patients would lead to an inferior outcome with decreased rates of overall with lower rates of patient postoperative pain and function compared to an older cohort.MethodsAll patients aged 60 years. Minimum follow-up was 10 years. Outcome measures were Tegner activity score (TAS), a "Virtual Tegner activity score" (VTAS), the visual analog scale (VAS), and the Foot Function index (FFI).ResultsSixty-one MTP I fusions (n = 28 young, n = 33 old) in 46 patients were included in our study at an average of 14 years after surgery. Younger patients experienced significantly more pain relief as reflected by changes in VAS and FFI Pain subscale scores. No difference in functional outcomes was found with change in the FFI function subscale or in the ability to have desired functional outcomes using the ratio of TAS to VTAS. Revision rate did not differ between the two groups apart from hardware removal, which was significantly more likely in the younger group.ConclusionIn patients below the age of 50 years with end-stage DJD of the first metatarsal joint, MTP I arthrodesis not only yielded highly satisfactory postoperative results at least equal outcome compared to an older cohort of patients aged >60 years at an average 14 years' follow-up. Based on these findings, we consider first metatarsal joint fusion even for young patients is a valid option to treat end-stage hallux rigidus.Level of evidenceLevel III, a case-control study.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 38158798 · DOI · PMC10960322
Automatic estimation of hallux valgus angle using deep neural network with axis-based annotation [3]
Abstract reading summary — source excerpts
- Opening excerpt
- ObjectivesWe developed the deep neural network (DNN) model to automatically measure hallux valgus angle (HVA) and intermetatarsal angle (IMA) on foot radiographs.
- Closing excerpt
- ConclusionOur model demonstrated the ability to measure the HVA and IMA with an accuracy comparable to that of specialists.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (243 words)
ObjectivesWe developed the deep neural network (DNN) model to automatically measure hallux valgus angle (HVA) and intermetatarsal angle (IMA) on foot radiographs. The objective is to assess the accuracy of the model by comparing to the manual measurement of foot and ankle surgeons.Materials and methodsA DNN was developed to predict the bone axes of the first proximal phalanx and all metatarsals from the first to the fifth in foot radiographs. The dataset used for model development consisted of 1798 radiographs collected from a population-based cohort and patients at our foot and ankle clinic. The retrospective validation cohort comprised of 92 radiographs obtained from 92 consecutive patients visiting our foot and ankle clinic. The mean absolute error (MAE) between automatic measurements by the model and the median of manual measurements by three foot and ankle surgeons was compared to 3° using one-tailed t-test and was also compared to the inter-rater difference in manual measurements among the three surgeons using two-tailed paired t-test.ResultsThe MAE for HVA was 1.3° (upper limit of 95% CI 1.6°), and this was significantly smaller than the inter-rater difference of 2.0 ± 0.2° among the surgeons, demonstrating the superior accuracy of the model. In contrast, the MAE for IMA was 0.8° (upper limit of 95% CI 1.0°) that showed no significant difference from the inter-rater difference of 1.0 ± 0.1° among the surgeons.ConclusionOur model demonstrated the ability to measure the HVA and IMA with an accuracy comparable to that of specialists.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 38478080 · DOI · PMC11410836
Hope Walks: The Impact of Clubfoot Treatment on Human Flourishing in Ethiopia [4]
Abstract reading summary — source excerpts
- Opening excerpt
- Children born with severe congenital conditions in low-income countries rank among the most disadvantaged among the global ultra-poor.
- Closing excerpt
- We attribute the large, broad, and significant impacts from clubfoot treatment to (i) a highly effective medical intervention that is (ii) carried out in an impoverished setting with scarce existing support for children born with disabilities, which (iii) broadly generates spillover effects across key development outcomes.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (208 words)
Children born with severe congenital conditions in low-income countries rank among the most disadvantaged among the global ultra-poor. We study the impact of clubfoot and its treatment across multiple dimensions of human flourishing on data collected from 564 children in Ethiopia. Working with Hope Walks, an organization that funds clubfoot interventions in numerous countries, we use a quasi difference-in-differences approach that generates counterfactual outcomes from the nearest-age siblings of children born with clubfoot, nested within a family-level fixed effect. We find that clubfoot status (early treatment) results in an impairment (restoration) of -1.44 σ$\sigma $ (0.91 σ$\sigma $ ) in physical mobility, -1.17 σ$\sigma $ (0.79 σ$\sigma $ ) in mental health, -1.07 σ$\sigma $ (0.64 σ$\sigma $ ) in social inclusion, -0.48 σ$\sigma $ (0.98 σ$\sigma $ ) in an education index, -0.76 σ$\sigma $ (0.42 σ$\sigma $ ) in religious faith, and -1.32 σ$\sigma $ (0.94 σ$\sigma $ ) in an aggregate index of human flourishing (all p<0.05$p< 0.05$ ). We attribute the large, broad, and significant impacts from clubfoot treatment to (i) a highly effective medical intervention that is (ii) carried out in an impoverished setting with scarce existing support for children born with disabilities, which (iii) broadly generates spillover effects across key development outcomes.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 40968416 · DOI · PMC12680910
Key reviews and meta-analyses
The most cited review-type papers among PubMed’s best-match results for this heading, listed with bibliographic details only. Follow the links for the full text and access terms.
- Research article Association between foot type and lower extremity injuries: systematic literature review with meta-analysis [5]
- Research article A Systematic Review of the Different Calculation Methods for Measuring Jump Height During the Countermovement and Drop Jump Tests [6]
- Research article Foot problems as a risk factor for falls in community-dwelling older people: A systematic review and meta-analysis [7]
- Research article Global prevalence and incidence of hallux valgus: a systematic review and meta-analysis [8]
- Research article Diagnosis and Treatment of Idiopathic Congenital Clubfoot [9]
- Research article Risk Factors of Flatfoot in Children: A Systematic Review and Meta-Analysis [10]
References
- Liu Z, Okunuki T, Yabiku H, Chen S, Hoshiba T, Maemichi T, et al.. Hallux valgus in preprofessional adolescent dancesport athletes: Prevalence and associated training factors. . 2024. PMID 39079751 · DOI · PMC11633362
- Scheurer F, Zimmermann SM, Fischer P, Wirth SH, Beeler S, Viehöfer AF. Ten-Year Minimum Follow-up Study of First Metatarsophalangeal Joint Fusion in Young vs Old Patients. . 2024. PMID 38158798 · DOI · PMC10960322
- Takeda R, Mizuhara H, Uchio A, Iidaka T, Makabe K, Kasai T, et al.. Automatic estimation of hallux valgus angle using deep neural network with axis-based annotation. . 2024. PMID 38478080 · DOI · PMC11410836
- Wydick B, Camacho G, Piraino P. Hope Walks: The Impact of Clubfoot Treatment on Human Flourishing in Ethiopia. . 2026. PMID 40968416 · DOI · PMC12680910
- Tong JW, Kong PW. Association between foot type and lower extremity injuries: systematic literature review with meta-analysis. J Orthop Sports Phys Ther. 2013. PMID 23756327 · DOI
- Xu J, Turner A, Comfort P, Harry JR, McMahon JJ, Chavda S, et al.. A Systematic Review of the Different Calculation Methods for Measuring Jump Height During the Countermovement and Drop Jump Tests. Sports Med. 2023. PMID 36940054 · DOI · PMC10115716
- Menz HB, Auhl M, Spink MJ. Foot problems as a risk factor for falls in community-dwelling older people: A systematic review and meta-analysis. Maturitas. 2018. PMID 30415759 · DOI
- Cai Y, Song Y, He M, He W, Zhong X, Wen H, et al.. Global prevalence and incidence of hallux valgus: a systematic review and meta-analysis. J Foot Ankle Res. 2023. PMID 37726760 · DOI · PMC10510234
- Cady R, Hennessey TA, Schwend RM. Diagnosis and Treatment of Idiopathic Congenital Clubfoot. Pediatrics. 2022. PMID 35104362 · DOI · PMC9645716
- Xu L, Gu H, Zhang Y, Sun T, Yu J. Risk Factors of Flatfoot in Children: A Systematic Review and Meta-Analysis. Int J Environ Res Public Health. 2022. PMID 35886097 · DOI · PMC9319536
About this article
- Sources
- NLM Medical Subject Headings (definition, synonyms); NCBI PubMed (counts, identifiers); Europe PMC (open-access abstracts and citation counts).
- Verification
- Every reference was resolved against PubMed on 2026-11-04; title, year and DOI matched.
- Review state
- automated source verified; no human expert review has been recorded yet.
- Version
- 1, last updated 2026-11-04.
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Evidence strength
EvidenceHelix's computed view of the study designs behind this topic: how common meta-analyses, randomized trials and reviews are, how recent the literature is, and a plain-language reading. It describes the design mix of the literature. It is not a quality appraisal of any study, and it is not medical advice.