Evidence mapPaperPMID 42549644Full record

ReviewJournal of neurochemistry2026

Complex Contributions of Methylglyoxal to Pain, Axon Degeneration, and Diabetic Peripheral Neuropathy.

Gentry Totta-Griese, Douglas E Wright

Abstract readReview
In one paragraph

Review in Journal of neurochemistry, 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

2 authors.

Gentry Totta-GrieseDepartment of Anesthesiology, The University of Kansas Medical Center, Kansas, Kansas, USA.ORCID https://orcid.org/0009-0006-7650-336X
Douglas E WrightDepartment of Anesthesiology, The University of Kansas Medical Center, Kansas, Kansas, USA.

Funding

Painful Versus Insensate Diabetic NeuropathyR01NS043314 · NINDS · UNIVERSITY OF KANSAS MEDICAL CENTER · 2003 to 2025
$1.7M
Kansas INBRE P20GM1033418NIH HHS R01NS043314NIH HHS RO1NS144393
6 · The paper itself

Abstract

Methylglyoxal is a highly reactive by-product of glycolysis that is elevated in diabetes and contributes to the development of diabetic peripheral neuropathy (DPN). DPN is characterized by nerve degeneration, typically manifesting in patients' extremities. This leads to patients experiencing numbness, burning, and pain. It has been established that elevated methylglyoxal levels lead to nociception, but the broader cellular effects of methylglyoxal on neurons in the dorsal root ganglia (DRG) remain poorly understood. This review provides mechanistic insight regarding methylglyoxal's impact on various cell types and disease contexts. Five main mechanisms were identified: protein glycation, proteostasis change, oxidative stress, metabolic changes, and increased inflammation. These mechanisms are thoroughly interconnected, contributing to cellular dysfunction associated with DPN. We propose that methylglyoxal functions as a central mediator in cellular stress, linking hyperglycemia and elevated glycolysis to neuronal dysfunction in DPN. There is extensive evidence that these mechanisms are methylglyoxal-driven in other cell types and diseases, but a gap in the field remains in determining whether and how they occur in DRG neurons. This is particularly important, as DPN is a frequent comorbidity in diabetes and metabolic diseases and greatly affects patients' quality of life. Understanding the effect of methylglyoxal on DRG in relation to these mechanisms will provide novel insights into the development of DPN and lead to new therapeutic targets.

Indexed as

AxonsDiabetic NeuropathiesNerve DegenerationPainPyruvaldehydeAnimalsGanglia, SpinalHumansOxidative StressPyruvaldehyde

Identifiers

PMID42549644
PMCPMC13435241

What Socratic holds

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LicenceCC BY
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 Socratic graph.