Evidence map›Paper›PMID 34480211›Full record

Observational studyDiabetologia2021

Neuron-specific biomarkers predict hypo- and hyperalgesia in individuals with diabetic peripheral neuropathy.

Jakob Morgenstern, Jan B Groener, Johann M E Jende, Felix T Kurz, Alexander Strom, Jens Göpfert, Zoltan Kender, Maxime Le Marois, Maik Brune, Rohini Kuner and 8 more

Erratum issuedOpen access · hybridAbstract readObservational Study
In one paragraph

Observational study in Diabetologia, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 30 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 1 pooled it
4.6field-weighted citation impact, top 4% 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

30 citing papers in PubMed, 1 synthesis or guideline pooled it, 57 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Serum Neurofilament Light Chain Levels in Leprosy Patients: A Cross-Sectional Study.Tropical medicine & international health : TM & IH · 2026
    Observational
  4. Review
  5. Review
  6. The Role of Novel Biomarkers in the Early Management of Peripheral Diabetic Neuropathy.Central nervous system agents in medicinal chemistry · 2026
    Review
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Review
  14. Review
  15. Observational
  16. Article
  17. Article
  18. Review
  19. Article
  20. Observational
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors at 8 institutions in 1 country.

Jakob MorgensternInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany. jakob.morgenstern@med.uni-heidelberg.de.
Jan B GroenerInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany.
Johann M E JendeDepartment of Neuroradiology, University Hospital of Heidelberg, Heidelberg, Germany.
Felix T KurzDepartment of Neuroradiology, University Hospital of Heidelberg, Heidelberg, Germany.
Alexander StromGerman Center for Diabetes Research (DZD), Neuherberg, Germany.
Jens GöpfertNMI Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany.
Zoltan KenderInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany.
Maxime Le MaroisInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany.
Maik BruneInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany.
Rohini KunerDepartment of Molecular Pharmacology, Institute of Pharmacology, Heidelberg University, Heidelberg, Germany.
Stephan HerzigGerman Center for Diabetes Research (DZD), Neuherberg, Germany.
Michael RodenGerman Center for Diabetes Research (DZD), Neuherberg, Germany.
Dan ZieglerGerman Center for Diabetes Research (DZD), Neuherberg, Germany.
Martin BendszusDepartment of Neuroradiology, University Hospital of Heidelberg, Heidelberg, Germany.
Julia SzendroediInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany.
Peter NawrothInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany.
Stefan KopfInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany.
Thomas FlemingInternal Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany.
Heidelberg University · DEDeutsches Diabetes-Zentrum e.V. · DEUniversity Hospital Heidelberg · DEHeinrich Heine University Düsseldorf · DEGerman Center for Diabetes Research · DEHelmholtz Zentrum München · DEMedicover · DEUniversity of Tübingen · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aims/hypothesisThe individual risk of progression of diabetic peripheral neuropathy is difficult to predict for each individual. Mutations in proteins that are responsible for the process of myelination are known to cause neurodegeneration and display alteration in experimental models of diabetic neuropathy. In a prospective observational human pilot study, we investigated myelin-specific circulating mRNA targets, which have been identified in vitro, for their capacity in the diagnosis and prediction of diabetic neuropathy. The most promising candidate was tested against the recently established biomarker of neural damage, neurofilament light chain protein.

methodsSchwann cells were cultured under high-glucose conditions and mRNAs of various myelin-specific genes were screened intra- and extracellularly. Ninety-two participants with type 2 diabetes and 30 control participants were enrolled and evaluated for peripheral neuropathy using neuropathy deficit scores, neuropathy symptom scores and nerve conduction studies as well as quantitative sensory testing at baseline and after 12/24 months of a follow-up period. Magnetic resonance neurography of the sciatic nerve was performed in 37 individuals. Neurofilament light chain protein and four myelin-specific mRNA transcripts derived from in vitro screenings were measured in the serum of all participants. The results were tested for associations with specific neuropathic deficits, fractional anisotropy and the progression of neuropathic deficits at baseline and after 12 and 24 months.

resultsIn neuronal Schwann cells and human nerve sections, myelin protein zero was identified as the strongest candidate for a biomarker study. Circulating mRNA of myelin protein zero was decreased significantly in participants with diabetic neuropathy (p < 0.001), whereas neurofilament light chain protein showed increased levels in participants with diabetic neuropathy (p < 0.05). Both variables were linked to altered electrophysiology, fractional anisotropy and quantitative sensory testing. In a receiver-operating characteristic curve analysis myelin protein zero improved the diagnostic performance significantly in combination with a standard model (diabetes duration, age, BMI, HbA CONCLUSIONS/

interpretationThis study introduces a dynamic and non-invasive assessment strategy for the underlying pathogenesis of diabetic peripheral neuropathy. The diagnosis of axonal degeneration, associated with hyperalgesia, and demyelination, linked to hypoalgesia, could benefit from the usage of neurofilament light chain protein and circulating mRNA of myelin protein zero as potential biomarkers.

Indexed as

Diabetes Mellitus, Type 2Diabetic NeuropathiesBiomarkersFollow-Up StudiesHumansHyperalgesiaNeuronsPilot ProjectsBiomarkersBiomarkerMyelinationMyelin protein zeroNeurofilament light chainPeripheral neuropathy

Identifiers

PMID34480211
PMCPMC8563617
OpenAlexW3197508019

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.