Evidence map›Paper›PMID 42534711›Full record

ArticleFrontiers in endocrinology2026

Reduced heart rate variability predicts incident diabetic polyneuropathy.

Dimitrios Tsilingiris, Daniel Schmalzridt, Omar Eldesouky, Florian Kalb, Viktoria Flegka, Ekaterina von Rauchhaupt, Theresa Hoefer, Stefan Kopf, Thomas Fleming, Stephan Herzig and 3 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

13 authors.

Dimitrios TsilingirisDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Daniel SchmalzridtDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Omar EldesoukyDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Florian KalbDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Viktoria FlegkaDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Ekaterina von RauchhauptDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Theresa HoeferDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Stefan KopfDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Thomas FlemingDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Stephan HerzigGerman Center for Diabetes Research (DZD), Munich-Neuherberg, Germany.
Anna HohneckDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Julia SzendroediDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.
Zoltan KenderDepartment of Endocrinology, Diabetology, Metabolic Diseases and Clinical Chemistry (Internal Medicine I), University Hospital Heidelberg, Heidelberg, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To determine whether cardiovascular autonomic neuropathy (CAN) and reduced heart rate variability (HRV) predict the development of distal symmetrical polyneuropathy (DSPN) in individuals with diabetes mellitus (DM). Methods: A total of 288 individuals with DM (mean age 58.1 ± 13.4 years, 41.3% women, 78.5% with type 2 diabetes) underwent baseline assessment of CAN using cardiovascular autonomic reflex tests and HRV indices (CVRR, rMSSD, high- and low-frequency power). DSPN was characterized using three definitions: (i) clinical criteria based on symptoms and signs, (ii) the sensory-loss phenotype derived from quantitative sensory testing, and (iii) the Toronto consensus definition requiring abnormal nerve conduction plus symptoms or signs. A total of 194 participants without DSPN at baseline were followed for 3.0 ± 1.3 years to assess incident DSPN. Results: At baseline, CAN prevalence was 16.3%, and low HRV indices were present in 18.6-40.2% of participants. DSPN prevalence was 27.7%, 17.6%, and 20.8% for definitions (i), (ii), and (iii), respectively. Cross-sectionally, CAN and reduced HRV were associated with DSPN (unadjusted ORs 1.8-4.0), with associations largely persisting after adjustment. Incident DSPN occurred at 8.4, 5.7, and 3.3 per 100 person-years. Baseline CAN independently predicted incident DSPN (adjusted HRs 6.20, 3.30, and 7.33 across definitions). Lower rMSSD, HF power, and LF power predicted incident DSPN according to definitions (i) and (iii), whereas reduced CVRR predicted DSPN defined by criteria (ii). Conclusions: Established CAN is a strong predictor of future DSPN. Reduced HRV provides a practical, accessible alternative marker for identifying individuals at elevated neuropathy risk.

Indexed as

Diabetes Mellitus, Type 2Diabetic NeuropathiesHeart RateAgedCross-Sectional StudiesFemaleHumansIncidenceMaleMiddle AgedPrognosiscardiovascular autonomic neuropathydiabetesdiabetic neuropathydistal sensorimotor polyneuropathyheart rate variabilityquantitative sensory testing

Identifiers

PMID42534711
PMCPMC13421418

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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.