Evidence map›Paper›PMID 42565061›Full record

ArticleFrontiers in physiology2026

Integrated analysis of neuromuscular dysfunction and metabolic dysregulation in diabetic peripheral neuropathy: associations with digital deformities and clinical risk stratification in a case-control study.

Esther Soler-Climent, Carmen Martinez-Corbalán, Erika Meléndez-Oliva, Jessica Román-Marroquí, Gema Prats-Boluda, Isabel Junquera-Godoy, Gemma González-Lorente, Jose Luis Martinez-de-Juan, Encarnación Agulló-García, Iciar Martin-Llaguno and 1 more

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Article in Frontiers in physiology, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Esther Soler-ClimentHealth Department, Elche General Hospital, Elche, Alicante, Spain.
Carmen Martinez-CorbalánHealth Department, Elche General Hospital, Elche, Alicante, Spain.
Erika Meléndez-OlivaDepartment of Optics, Pharmacology and Anatomy, University of Alicante, Alicante, Spain.
Jessica Román-MarroquíHealth Department, Elche General Hospital, Elche, Alicante, Spain.
Gema Prats-BoludaCentro de Investigación e Innovación en Bioingeniería (Ci2B). Universitat Poltècnica de València., Valencia, Spain.
Isabel Junquera-GodoyCentro de Investigación e Innovación en Bioingeniería (Ci2B). Universitat Poltècnica de València., Valencia, Spain.
Gemma González-LorenteCentro de Investigación e Innovación en Bioingeniería (Ci2B). Universitat Poltècnica de València., Valencia, Spain.
Jose Luis Martinez-de-JuanCentro de Investigación e Innovación en Bioingeniería (Ci2B). Universitat Poltècnica de València., Valencia, Spain.
Encarnación Agulló-GarcíaHealth Department, Elche General Hospital, Elche, Alicante, Spain.
Iciar Martin-LlagunoHealth Department, Elche General Hospital, Elche, Alicante, Spain.
Rosa María Cuadrado-ZaplanaHealth Department, Elche General Hospital, Elche, Alicante, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetic peripheral neuropathy (DPN) is a multifactorial complication in which metabolic dysregulation, altered body composition, and neuromuscular impairment may contribute to structural foot alterations and ulceration risk. These domains are often studied separately, limiting understanding of their combined relationship with digital deformities and diabetic-foot risk. Objective: To evaluate exploratory associations between digital deformities, diabetic-foot risk, and integrated anthropometric, metabolic, bioimpedance-derived, functional, and neuromuscular markers. Methods: This single-center case-control study included 65 adults: 28 with type 2 diabetes and 37 non-diabetic controls. Assessments included anthropometry, bioimpedance-derived parameters - phase angle (PhA), ECW/TBW ratio, and muscle quality - handgrip dynamometry, HbA1c, and the triglyceride-glucose (TyG) index. Diabetic-foot risk was classified according to IWGDF criteria in participants with type 2 diabetes. Analyses included Shapiro-Wilk tests, Student's t-test or Mann-Whitney U test, Pearson or Spearman correlations, and one-way ANOVA with Tukey Results: Diabetic-foot risk correlated with waist circumference (r = 0.443, p < 0.001), BMI (r = 0.333, p = 0.005), HbA1c (r = 0.560, p < 0.001), and TyG index (r = 0.454, p < 0.001). Digital deformities were associated with fasting glucose (r = 0.573, p < 0.001), HbA1c (r = 0.560, p < 0.001), and TyG index (r = 0.565, p < 0.001). Inverse associations were observed for handgrip strength (r = -0.340, p = 0.004), muscle quality (r = -0.311, p = 0.009), and PhA (r = -0.285, p = 0.018). Exploratory subgroup analyses showed differences across analytical risk strata for PhA (F = 6.99, p = 0.002), muscle quality (F = 6.99, p = 0.002), and handgrip strength (F = 4.04, p = 0.022). Conclusions: Digital deformities and diabetic-foot risk in DPN were associated with combined metabolic, bioimpedance-derived, and systemic neuromuscular alterations. Handgrip strength and bioimpedance-derived parameters showed exploratory associations with risk and deformities; however, their role as complementary assessment measures requires confirmation in larger longitudinal studies with adjusted models.

Indexed as

bioimpedance (BIA)diabetic peripheral neuropathydigital deformitieshand dynamometrysurface electromyographytransfer entropy coefficient

Identifiers

PMID42565061
PMCPMC13446176

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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 Socratic graph.