Evidence map›Paper›PMID 42020373›Full record

ArticleNature communications2026

TBL1X/TBL1XR1 govern β-cell identity through a PAX6-containing gene regulatory network.

Alina A Walth-Hummel, Celine Jouffe, Peter Weber, Karsten Motzler, Julia Geppert, Michael Sterr, Wei Gan, Iwona Szczerbinska, Ann-Christine König, Stefanie M Hauck and 12 more

Abstract read
In one paragraph

Article in Nature communications, 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

22 authors.

Alina A Walth-HummelInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.
Celine JouffeInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.ORCID 0000-0002-7176-4724
Peter WeberInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.
Karsten MotzlerInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.ORCID 0000-0002-2628-8976
Julia GeppertInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.
Michael SterrDZD (German Center for Diabetes Research), Munich, Germany.
Wei GanHuman Genetics Centre of Excellence, Novo Nordisk Research Centre Oxford, Oxford, UK.ORCID 0000-0002-1270-6495
Iwona SzczerbinskaDepartment of Discovery Biology and Pharmacology, Novo Nordisk Research Centre Oxford, Oxford, UK.
Ann-Christine KönigMetabolomics and Proteomics Core (MPC), Helmholtz Center Munich, Neuherberg, Germany.
Stefanie M HauckDZD (German Center for Diabetes Research), Munich, Germany.ORCID 0000-0002-1630-6827
Raul Terron-ExpositoInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.
Daniela HassInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.
Congcong WangInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.ORCID 0000-0002-1330-9483
Kenneth A DyarInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.
James G LyonDepartment of Pharmacology and Alberta Diabetes Institute, University of Alberta, Edmonton, Canada.ORCID 0000-0001-7737-5183
Heiko LickertDZD (German Center for Diabetes Research), Munich, Germany.ORCID 0000-0002-4597-8825
Carina ÄmmäläDepartment of Discovery Biology and Pharmacology, Novo Nordisk Research Centre Oxford, Oxford, UK.
Stephan HerzigInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany.ORCID 0000-0003-3950-3652
Frances M AshcroftDepartment of Physiology Anatomy and Genetics, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-6970-1767
Mostafa BakhtiDZD (German Center for Diabetes Research), Munich, Germany.ORCID 0000-0002-2307-1122
Patrick E MacDonaldDepartment of Pharmacology and Alberta Diabetes Institute, University of Alberta, Edmonton, Canada.
Maria RohmInstitute for Diabetes and Cancer (IDC), Helmholtz Diabetes Center, Helmholtz Center Munich, Neuherberg, Germany. maria.rohm@helmholtz-munich.de.ORCID 0000-0003-3926-1534

Funding

Deutsche Forschungsgemeinschaft (German Research Foundation) DFG FOR5795-1
6 · The paper itself

Abstract

A main mechanism of β-cell dysfunction in diabetes is loss of identity, controlled by transcription factors that induce identity gene expression and disallowed gene repression. How transcription factors facilitate simultaneous expression and repression is not fully understood, representing a knowledge gap in diabetes research. We identify the transcriptional co-factors transducin β-like 1 x-linked (TBL1X) and its homolog TBL1X-related (TBL1XR1, together TBL/R1) as crucial regulators of β-cell identity and determinants of diabetes development and progression. β-cell specific TBL/R1 knockout in mice leads to progressive hypoinsulinemia and hyperglycemia. scRNA-sequencing reveals loss of β-cells, emergence of polyhormonal cells, and reduced β-cell maturity upon TBL/R1 knockout. Interactome screens and chromatin immunoprecipitation show TBL/R1 directly regulate insulin promoter activity through a PAX6-HDAC3 gene regulatory network, evident also in human models. TBL/R1 associates with diabetes in humans, thus our study uncovers an additional regulatory layer maintaining β-cell identity crucial for diabetes development and progression.

Indexed as

Gene Regulatory NetworksInsulin-Secreting CellsNuclear ProteinsPAX6 Transcription FactorReceptors, Cytoplasmic and NuclearRepressor ProteinsTransducinAnimalsHistone DeacetylasesHumansInsulinMiceMice, KnockoutPromoter Regions, GeneticHistone DeacetylasesInsulinNuclear ProteinsPAX6 protein, humanPax6 protein, mousePAX6 Transcription FactorReceptors, Cytoplasmic and NuclearRepressor ProteinsTBL1X protein, humanTBL1XR1 protein, humanTransducin

Identifiers

PMID42020373
PMCPMC13102947

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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 OpenQuestion graph.