Evidence map›Paper›PMID 39567669›Full record

ArticleCommunications medicine2024

Underestimated risk of secondary complications in pathogenic and glucose-elevating GCK variant carriers with type 2 diabetes.

Kelly M Schiabor Barrett, Natalie Telis, Lisa M McEwen, Evanette K Burrows, Basil Khuder, Daniel P Judge, Pamala A Pawloski, Joseph J Grzymski, Nicole L Washington, Alexandre Bolze and 1 more

Abstract read
In one paragraph

Article in Communications medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Classification ofJCEM case reports · 2026
    Article
  2. Higher diabetes genetic load in proliferative diabetic retinopathy in South India: The South Indian GeNetics of DiAbeTic Retinopathy (SIGNATR) study.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026
    Article
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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

11 authors.

Kelly M Schiabor BarrettHelix, 101 S Ellsworth Ave Suite 350, San Mateo, CA, USA. kelly.barrett@helix.com.ORCID http://orcid.org/0000-0001-6194-787X
Natalie TelisHelix, 101 S Ellsworth Ave Suite 350, San Mateo, CA, USA.
Lisa M McEwenHelix, 101 S Ellsworth Ave Suite 350, San Mateo, CA, USA.
Evanette K BurrowsHelix, 101 S Ellsworth Ave Suite 350, San Mateo, CA, USA.
Basil KhuderHelix, 101 S Ellsworth Ave Suite 350, San Mateo, CA, USA.
Daniel P JudgeDivision of Cardiology, Medical University of South Carolina, Charleston, SC, USA.ORCID http://orcid.org/0000-0002-3407-0248
Pamala A PawloskiHealthPartners, Minneapolis, MN, USA.ORCID http://orcid.org/0000-0002-1005-5764
Joseph J GrzymskiRenown Institute for Health Innovation, Reno, NV, USA.ORCID http://orcid.org/0000-0003-2646-8958
Nicole L WashingtonHelix, 101 S Ellsworth Ave Suite 350, San Mateo, CA, USA.ORCID http://orcid.org/0000-0001-8936-9143
Alexandre BolzeHelix, 101 S Ellsworth Ave Suite 350, San Mateo, CA, USA.ORCID http://orcid.org/0000-0001-7399-2766
Elizabeth T CirulliHelix, 101 S Ellsworth Ave Suite 350, San Mateo, CA, USA.ORCID http://orcid.org/0000-0001-7808-2809

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNatural HbA1c levels in GCK Maturity-onset diabetes of the young (GCK-MODY) patients often sit above the diagnostic threshold for type 2 diabetes (T2D). Treatments to lower HbA1c levels show reduced effectiveness in these individuals, yet in case studies to date, GCK-MODY patients often evade secondary T2D complications. Given these deviations, genetic screening of GCK may be clinically useful, but population studies are needed to more broadly understand T2D-related complications in GCK variant carriers.

methodsTo identify GCK variant carriers at the population level, we used both ACMG/AMP variant interpretation for GCK-MODY pathogenicity and a state-of-the-art variant interpretation strategy based on functional and statistical evidence to predict glucose elevations. Presence of pathogenic and glucose-elevating GCK variants was assessed in two cohorts (n~535,000). We identified 442 individuals with GCK variants predicted to increase glucose (~1/1200), with 150 (34%) of these individuals harboring variants reaching a pathogenic interpretation.

resultsIn a retrospective analysis, we show that in addition to elevated HbA1c, pathogenic variant carriers are 10x as likely, and all other glucose-elevating GCK variant carriers are 3x as likely, to receive a T2D diagnosis compared to non-GCK carriers. Surprisingly, carriers of pathogenic and glucose-elevating GCK variants with T2D develop T2D-related complications at rates more than double that of individuals without T2D, comparable to non-GCK individuals with T2D.

conclusionsThis population-level assessment shows secondary complications in individuals with pathogenic and glucose-elevating GCK variants and T2D and suggests that genotyping for these variants should be considered in a precision medicine approach for T2D treatment and prevention.

Identifiers

PMID39567669
PMCPMC11579005

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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.