Evidence map›Paper›PMID 29687018›Full record

ArticleAnnals of clinical and translational neurology2018

Diabetes and obesity are the main metabolic drivers of peripheral neuropathy.

Brian C Callaghan, LeiLi Gao, Yufeng Li, Xianghai Zhou, Evan Reynolds, Mousumi Banerjee, Rodica Pop-Busui, Eva L Feldman, Linong Ji

Open access · goldAbstract read
In one paragraph

Article in Annals of clinical and translational neurology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 112 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
112citing papers in PubMed, 6 pooled it
12.1field-weighted citation impact, top 1% of its field
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

112 citing papers in PubMed, 6 syntheses or guidelines pooled it, 189 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update.Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists · 2022
    Guideline
  4. Pooled it
  5. Pooled it
  6. Pooled it
  7. Trial
  8. Article
  9. Article
  10. NONcNZO10/LtJ and TALLY-HO/JngJ Mice as Novel Models of Diabetic Peripheral Neuropathy.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Article
  11. Article
  12. Article
  13. Value of 2-Dimensional Shear-Wave Elastography in Assessing Tibial Nerve Stiffness in Diabetic Peripheral Neuropathy.Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine · 2026
    Article
  14. Article
  15. Review
  16. Article
  17. Observational
  18. Article
  19. Article
  20. Article

52 more citing papers are in PubMed but not listed here.

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

9 authors at 2 institutions in 2 countries.

Brian C CallaghanDepartment of Neurology University of Michigan Ann Arbor MI.ORCID 0000-0002-8885-6748
LeiLi GaoDepartment of Endocrinology and Metabolism Peking University People's Hospital Beijing China.
Yufeng LiDepartment of Endocrinology and Metabolism Beijing Pinggu Hospital Beijing China.
Xianghai ZhouDepartment of Endocrinology and Metabolism Peking University People's Hospital Beijing China.
Evan ReynoldsSchool of Public Health University of Michigan Ann Arbor MI.
Mousumi BanerjeeSchool of Public Health University of Michigan Ann Arbor MI.
Rodica Pop-BusuiDivision of Metabolism, Endocrinology and Diabetes Department of Internal Medicine University of Michigan Ann Arbor MI.
Eva L FeldmanDepartment of Neurology University of Michigan Ann Arbor MI.
Linong JiDepartment of Endocrinology and Metabolism Peking University People's Hospital Beijing China.
University of Michigan · USPeking University · CN

Funding

PERL: A multicenter clinical trial of allopurinol to prevent GFR loss in T1DUC4DK101108 · NIDDK · JOSLIN DIABETES CENTER · PI DORIA, ALESSANDRO, MAUER, S. MICHAEL · 2013 to 2018
$31.6M
Regional Pilot And Feasibility Study Grants ProgramP30DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Martin G Myers · 2013 to 2026
$24.3M
Research BaseP30DK092926 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MARY ELLEN MICHELE HEISLER, ADESUWA B OLOMU · 2011 to 2026
$10.0M
The Impact of the Metabolic Syndrome on NeuropathyK23NS079417 · NINDS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CALLAGHAN, BRIAN CHRISTOPHER · 2013 to 2017
$939k
NIDDK NIH HHS P30 DK020572NIDDK NIH HHS P30 DK092926NIDDK NIH HHS UC4 DK101108NINDS NIH HHS K23 NS079417
6 · The paper itself

Abstract

objectiveTo determine the associations between individual metabolic syndrome (MetS) components and peripheral neuropathy in a large population-based cohort from Pinggu, China.

methodsA cross-sectional, randomly selected, population-based survey of participants from Pinggu, China was performed. Metabolic phenotyping and neuropathy outcomes were performed by trained personnel. Glycemic status was defined according to the American Diabetes Association criteria, and the MetS using modified consensus criteria (body mass index instead of waist circumference). The primary peripheral neuropathy outcome was the Michigan Neuropathy Screening Instrument (MNSI) examination. Secondary outcomes were the MNSI questionnaire and monofilament testing. Multivariable models were used to assess for associations between individual MetS components and peripheral neuropathy. Tree-based methods were used to construct a classifier for peripheral neuropathy using demographics and MetS components.

resultsThe mean (SD) age of the 4002 participants was 51.6 (11.8) and 51.0% were male; 37.2% of the population had normoglycemia, 44.0% prediabetes, and 18.9% diabetes. The prevalence of peripheral neuropathy increased with worsening glycemic status (3.25% in normoglycemia, 6.29% in prediabetes, and 15.12% in diabetes,

interpretationSimilar to previous studies, diabetes and obesity are the main metabolic drivers of peripheral neuropathy. The consistency of these results reinforces the urgent need for effective interventions that target these metabolic factors to prevent and/or treat peripheral neuropathy.

Identifiers

PMID29687018
PMCPMC5899909
OpenAlexW2791555038

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.