Evidence map›Paper›PMID 41509490›Full record

ArticlebioRxiv : the preprint server for biology2025

A stem cell knockout village reveals lineage rewiring and a non-canonical islet cell fate in monogenic diabetes.

Dingyu Liu, Bicna Song, Zhaoheng Li, Stephen Zhang, Tabassum Fabiha, Jiahui Zhao, Ayaka Inoki, Julie Piccand, Chew-Li Soh, Gary Dixon and 13 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

23 authors.

Dingyu LiuDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.
Bicna SongCenter for Genetic Medicine Research, Children's National Hospital. 111 Michigan Ave NW, Washington, DC 20010, USA.
Zhaoheng LiDepartment of Biostatistics, University of Washington, Seattle, WA, 98195, USA.
Stephen ZhangDepartment of Genetics and Computer Science, BASE Research Initiative, Betty Irene Moore Children's Heart Center, Stanford University, Stanford, CA, USA.
Tabassum FabihaComputational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
Jiahui ZhaoDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.
Ayaka InokiWeill Cornell Graduate School of Medical Sciences, Weill Cornell Medical College, New York, NY 10065, USA.
Julie PiccandUniversité de Strasbourg, IGBMC UMR 7104- UMR-S 1258, F-67400 Illkirch, France.
Chew-Li SohDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.
Gary DixonDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.
Aaron ZhongThe SKI Stem Cell Research Facility, The Center for Stem Cell Biology and Developmental Biology Program, Sloan-Kettering Institute for Cancer Research, 1275 York Avenue, New York, NY 10065, USA.
Nan HuDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.
Renhe LuoDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.
Batu OzlusenDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.
Vipin MenonCenter for Genetic Medicine Research, Children's National Hospital. 111 Michigan Ave NW, Washington, DC 20010, USA.
Ting ZhouThe SKI Stem Cell Research Facility, The Center for Stem Cell Biology and Developmental Biology Program, Sloan-Kettering Institute for Cancer Research, 1275 York Avenue, New York, NY 10065, USA.
Xiaojie QiuDepartment of Genetics and Computer Science, BASE Research Initiative, Betty Irene Moore Children's Heart Center, Stanford University, Stanford, CA, USA.
Gerard GradwohlUniversité de Strasbourg, IGBMC UMR 7104- UMR-S 1258, F-67400 Illkirch, France.
Dapeng YangDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.
Kushal DeyComputational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
Wei SunDepartment of Biostatistics, University of Washington, Seattle, WA, 98195, USA.
Wei LiCenter for Genetic Medicine Research, Children's National Hospital. 111 Michigan Ave NW, Washington, DC 20010, USA.
Danwei HuangfuDevelopmental Biology Program, Sloan Kettering Institute; 1275 York Avenue, New York, NY 10065, USA.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
UNIVERSITY OF MARYLAND GREENEBAUM CANCER CENTERSUPPORT GRANTP30CA134274 · NCI · UNIVERSITY OF MARYLAND BALTIMORE · PI FEYRUZ VIRGILIA RASSOOL · 2008 to 2026
$51.0M
Center for scalable knockout and multimodal phenotyping in genetically diverse human genomesUM1HG012654 · NHGRI · SLOAN-KETTERING INST CAN RESEARCH · PI Danwei Huangfu, LORENZ P. STUDER · 2022 to 2026
$9.1M
Weill Cornell/Rockefeller/Sloan Kettering MST ProgramT32GM152349 · NIGMS · WEILL MEDICAL COLL OF CORNELL UNIV · PI KATHARINE C HSU · 2024 to 2026
$6.6M
Understanding Pancreatic Progenitors for Diabetes Cell-Replacement TherapyR01DK096239 · NIDDK · SLOAN-KETTERING INST CAN RESEARCH · PI HUANGFU, DANWEI · 2012 to 2021
$4.4M
Regulation of DNA methylation by TETs and QSER1R01HD111256 · NICHD · WEILL MEDICAL COLL OF CORNELL UNIV · PI Todd R Evans, Danwei Huangfu · 2022 to 2026
$3.4M
Integrative genomic and functional genomic studies to connect variant to function for CAD GWAS lociR01HL168174 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Wei Li, EDOARDO MARCORA · 2023 to 2026
$3.1M
NCI NIH HHS P30 CA008748NCI NIH HHS P30 CA134274NHGRI NIH HHS UM1 HG012654NHLBI NIH HHS R01 HL168174NICHD NIH HHS R01 HD111256NIDDK NIH HHS R01 DK096239NIGMS NIH HHS T32 GM152349
6 · The paper itself

Abstract

Genetics studies have identified a core set of regulators essential for pancreatic β cell development, many of which are mutated in monogenic diabetes. However, how these mutations alter developmental trajectories to produce pathological cell states remains elusive. Here we introduce a knockout village framework that enables longitudinal scRNA-seq profiling of 79 human pluripotent stem cell mutant lines targeting 30 developmental regulators, including 15 diabetes genes, across five islet differentiation stages. We show that loss of lineage regulators impairs β cell formation in a stage-specific manner and rewires developmental trajectories towards competing lineages. Notably, several monogenic diabetes gene mutations drive a shift from β cells to enterochromaffin (EC)-like cells, a recently recognized non-canonical islet cell fate. These EC-like cells exhibit incomplete activation of hormone regulation programs, along with elevated neuron signatures. Leveraging the diversity of cell fate outcomes across mutants, we predicted and experimentally validated ISL1 as a key downstream effector of PDX1 and PAX6 that safeguards β cell identity against an EC-like fate. Together, our findings reveal cell fate rewiring as a widespread, previously underappreciated pathological mechanism in monogenic diabetes and establish a scalable platform for uncovering developmental vulnerabilities in human genetic disorders.

Identifiers

PMID41509490
PMCPMC12776134

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.