Evidence map›Paper›PMID 41976940›Full record

ReviewJournal of clinical medicine2026

Beyond Neuropathy: The Mechanisms and Phenotypes of Diabetes-Related Musculoskeletal Pain.

Lívia Bernardi Nardini, Julia Kortstee Ferreira, Jo Nijs, Isabel C N Sacco, Paula Rezende Camargo

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

5 authors.

Lívia Bernardi NardiniLaboratory of Analysis and Intervention of the Shoulder Complex, Department of Physical Therapy, Universidade Federal de São Carlos, São Carlos 13565-905, Brazil.
Julia Kortstee FerreiraLaboratory of Analysis and Intervention of the Shoulder Complex, Department of Physical Therapy, Universidade Federal de São Carlos, São Carlos 13565-905, Brazil.ORCID 0000-0003-2348-1372
Jo NijsPain in Motion Research Group, Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, 1050 Brussels, Belgium.ORCID 0000-0002-4976-6563
Isabel C N SaccoPhysical Therapy, Speech and Occupational Therapy Department, School of Medicine, University of São Paulo, São Paulo 01246-903, Brazil.ORCID 0000-0003-1254-0007
Paula Rezende CamargoLaboratory of Analysis and Intervention of the Shoulder Complex, Department of Physical Therapy, Universidade Federal de São Carlos, São Carlos 13565-905, Brazil.ORCID 0000-0002-8961-4353

Funding

National Council for Scientific and Technological Development (CNPq/Brazil) 302558/2022-5National Council for Scientific and Technological Development (CNPq/Brazil) 305444/2023-9São Paulo Research Foundation (FAPESP) 2023/05073-8São Paulo Research Foundation (FAPESP) 2023/11825-2
6 · The paper itself

Abstract

Diabetes Mellitus (DM) is a major global health concern associated with serious complications, high healthcare costs, and reduced quality of life. Musculoskeletal pain is a common complication and contributes to limitations in daily activities and increased healthcare utilization. Pain is a multidimensional phenomenon typically classified as nociceptive, neuropathic, or nociplastic; however, evidence regarding pain mechanisms and phenotypes in people with DM remains limited. This review aimed to synthesize and critically review the literature on musculoskeletal pain in individuals with DM, focusing on pain mechanisms and phenotypes according to the International Association for the Study of Pain (IASP) classification. A narrative review with systematic search procedures examined the applicability of the seven clinical criteria proposed by the IASP for nociplastic pain to musculoskeletal pain phenotyping. Searches were conducted in PubMed and Web of Science from inception to December 2025. Evidence was analyzed according to the IASP nociplastic pain criteria to explore alignment with pain phenotyping approaches. Overall, the literature indicates that neuropathic pain mechanisms are relatively well documented and consistently reported in individuals with diabetes, while nociceptive musculoskeletal drivers are also described but with more limited and heterogeneous evidence. In contrast, evidence addressing hypersensitivity phenomena and other domains related to nociplastic pain remains scarce and is still emerging. This pattern suggests that current research on pain in people with DM remains focused on neuropathic mechanisms. Future research adopting standardized pain phenotyping frameworks is needed to support more precise and individualized pain management strategies in this population.

Indexed as

diabetes mellitusneuropathic painnociceptive painnociplastic painpain phenotypingprecision medicine

Identifiers

PMID41976940
PMCPMC13073196

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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.