Evidence map›Paper›PMID 41175199›Full record

ArticleDiabetologia2026

Heterogeneity in clinically diagnosed type 1 diabetes: characterising a unique cohort with maintained C-peptide secretion in Ghana.

Wilfred Aniagyei, Osei Sarfo-Kantanka, Sumaya Mohayideen, Monika M Vivekanandan, Ernest Adankwah, Shadrack O Asibey, Agnes O Boateng, Elisabeth Owusu, Joseph F Arthur, Augustine Yeboah and 17 more

Abstract read
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Article in Diabetologia, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

27 authors.

Wilfred AniagyeiDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Osei Sarfo-KantankaKomfo Anokye Teaching Hospital, Kumasi, Ghana.
Sumaya MohayideenKumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana.
Monika M VivekanandanDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Ernest AdankwahKumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana.
Shadrack O AsibeyKomfo Anokye Teaching Hospital, Kumasi, Ghana.
Agnes O BoatengKomfo Anokye Teaching Hospital, Kumasi, Ghana.
Elisabeth OwusuKomfo Anokye Teaching Hospital, Kumasi, Ghana.
Joseph F ArthurDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Augustine YeboahKumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana.
Hubert S AhorDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Dorcas O OwusuKumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana.
Maximilian HuttaschInstitute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Yanislava KarushevaInstitute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Volker BurkartInstitute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Robert WagnerInstitute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Michael RodenInstitute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Vera BalzInstitute for Transplantation Diagnostics and Cell Therapeutics, Medical Faculty, University Hospital, Duesseldorf, Germany.
Jürgen EnczmannInstitute for Transplantation Diagnostics and Cell Therapeutics, Medical Faculty, University Hospital, Duesseldorf, Germany.
Maike SterzenbachDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Sebastian KummerDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Thomas MeissnerDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Diran HerebianDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Ertan MayatepekDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Marc JacobsenDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany.
Richard O PhillipsKumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana.
Julia SeyfarthDivision of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty and University Hospital Duesseldorf, Heinrich Heine University Duesseldorf, Duesseldorf, Germany. julia.seyfarth@med.uni-duesseldorf.de.ORCID http://orcid.org/0000-0003-1478-1496

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aims/hypothesisIn sub-Saharan Africa, type 1 diabetes is typically diagnosed clinically, which can be challenging due to atypical diabetes presentations such as ketosis-prone type 2 diabetes or type 2 diabetes in the absence of overweight and obesity. C-peptide, a marker of residual insulin secretion capacity, is crucial for understanding these variations but understudied in the region. Here, we investigated whether C-peptide measurement and concomitant genetic, autoimmune and metabolic characterisation of individuals with clinically diagnosed type 1 diabetes confirm diabetes classification and highlight population-specific features.

methodsIn this case-control study from Ghana, we recruited 266 individuals with clinically diagnosed and insulin-treated long-term type 1 diabetes and 266 healthy control individuals. We compared clinical features, HLA class II haplotypes, autoantibodies, and inflammatory and metabolic serum profiles across control and patient groups classified by random C-peptide levels: low (<0.2 nmol/l), mid (0.2-0.6 nmol/l) and high (>0.6 nmol/l).

resultsOnly 28.9% of individuals with clinically diagnosed type 1 diabetes had low C-peptide concentrations. They were the youngest and leanest group, with higher frequencies of HLA class II risk haplotypes and GAD and ZnT8 autoantibodies compared with all other groups. By contrast, 34.6% and 36.5% had mid-range or high C-peptide levels, respectively. These subgroups resembled the control group in terms of low autoantibody titres and one protective HLA class II haplotype. Ketosis at onset was most prevalent in individuals with high C-peptide. Serum proinflammatory biomarkers differed between individuals with diabetes and control participants, but not between C-peptide subgroups. Aromatic and branched-chain amino acids varied between diabetes subgroups and positively correlated with C-peptide levels. CONCLUSIONS/

interpretationMaintained C-peptide levels in two-thirds of individuals with long-term type 1 diabetes in Ghana, combined with the absence of autoantibodies and HLA risk association, highlight the necessity for better differentiation from atypical diabetes presentations to optimise patient care and improve health outcomes in resource-limited settings.

Indexed as

C-PeptideDiabetes Mellitus, Type 1AdolescentAdultAutoantibodiesCase-Control StudiesChildFemaleGhanaHaplotypesHumansMaleMiddle AgedYoung AdultAutoantibodiesC-PeptideAutoantibodiesAutoimmunityHLAKetosis-prone type 2 diabetesSerum biomarkerType 1 diabetes

Identifiers

PMID41175199
PMCPMC12779725

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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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 Socratic graph.