Evidence map›Paper›PMID 42865389›Full record

ArticleFrontiers in endocrinology2026

Neurological manifestations in metabolic dysfunction syndrome are associated with cumulative metabolic burden beyond hyperglycaemia: a translational study.

Jinfang Ma, Yi Tang, Qingxing Xie, Shishi Xu, Sumin Shen, Yuwei Zhang, Fang Zhang, Jing Li, Hui Jiang, Xiaodan Zhong and 1 more

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 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

What it found

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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.

Jinfang Ma *Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China.
Yi Tang *Department of Endocrinology, Chengdu Fifth People's Hospital, Chengdu, China.
Qingxing Xie *Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China.
Shishi Xu *Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China.
Sumin Shen *Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China.
Yuwei ZhangDepartment of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China.
Fang ZhangDepartment of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China.
Jing LiDepartment of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China.
Hui JiangDepartment of Clinical Research Management, West China Hospital, Sichuan University, Chengdu, China.
Xiaodan ZhongDepartment of Clinical Research Management, West China Hospital, Sichuan University, Chengdu, China.
Nanwei TongDepartment of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To determine whether neurological injury in metabolic syndrome (MetS) extends beyond hyperglycaemia-driven neuropathy. Methods: We employed a translational design combining controlled rat models of isolated and combined MetS components with a community-based cross-sectional human study. Preclinically, ten rat models (n = 6 per group) representing various MetS phenotypes were assessed for metabolic parameters and peripheral neurological function. Clinically, 1,176 adults were stratified by glycaemic and MetS status according to International Diabetes Federation (IDF) criteria. Participants underwent anthropometric measurements, fasting biochemistry, peripheral nerve function assessment by electromyography (EMG), and autonomic function evaluation by heart rate variability (HRV) and electrogastrography (EGG). Results: In animal models, hindpaw withdrawal latencies were prolonged and nerve conduction velocity (NCV) was significantly reduced across multiple MetS phenotypes, irrespective of glycaemic status. In humans, the MetS with euglycaemia group exhibited peripheral neuropathy, with reduced nerve amplitudes and slowed NCV (P < 0.05). HRV analysis revealed significant cardiac autonomic dysfunction in the MetS with euglycaemia group, including reductions in the root mean square of successive differences (RMSSD), the standard deviation of normal-to-normal intervals (SDNN), total power (TP), high-frequency (HF) power, and the Poincaré long-axis index (SD2) (all P < 0.05)-deficits that were comparable to or exceeded those in the isolated hyperglycaemia group. Gastrointestinal dysautonomia, however, was prominent only in the MetS with hyperglycaemia subgroup. Interpretation: Both peripheral and autonomic neuropathies in MetS are associated with cumulative metabolic burden rather than hyperglycaemia alone, with organ-specific susceptibility patterns. These findings challenge a purely glucocentric view of MetS-related neural injury and support comprehensive risk-factor management in all MetS patients, irrespective of glycaemic status.

Indexed as

HyperglycemiaMetabolic SyndromeNervous System DiseasesPeripheral Nervous System DiseasesAdultAnimalsBlood GlucoseCross-Sectional StudiesDisease Models, AnimalFemaleHeart RateHumansMaleMiddle AgedNerve Conduction StudiesNeural ConductionBlood Glucoseautonomic dysfunctionhyperglycaemiametabolic syndromeneuropathyperipheral nerve damage

Identifiers

PMID42865389
PMCPMC13654758

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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.