Evidence map›Paper›PMID 41292817›Full record

ArticlebioRxiv : the preprint server for biology2025

Single-Islet Proteomics Maps Pseudo-Temporal Islet Immune Responses and Dysfunction in Stage 1 Type 1 Diabetes.

Shane Kelly, Soumyadeep Sarkar, Sarai M Williams, An D Fu, Elizabeth A Butterworth, Tyler J Sagendorf, Lorenz A Nierves, Yumi Kwon, Xiaolu Li, Vladislav A Petyuk and 8 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

18 authors.

Shane KellyBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0002-6252-5895
Soumyadeep SarkarBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Sarai M WilliamsEnvironmental Molecular Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
An D FuDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.
Elizabeth A ButterworthDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.
Tyler J SagendorfBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Lorenz A NiervesBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Yumi KwonEnvironmental Molecular Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Xiaolu LiBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Vladislav A PetyukBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Jing ChenDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.
Ernesto S NakayasuBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0002-4056-2695
Mark A AtkinsonDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.ORCID 0000-0001-8489-4782
Rohit N KulkarniSection of Islet Cell Biology and Regenerative Medicine, Joslin Diabetes Center and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Stem Cell Institute, Harvard Medical School, Boston, MA.ORCID 0000-0001-5029-6119
Clayton E MathewsDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.ORCID 0000-0002-8817-6355
Ying ZhuEnvironmental Molecular Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Martha Campbell-ThompsonDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.ORCID 0000-0001-6878-1235
Wei-Jun QianBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0002-5393-2827

Funding

Project 3P01AI042288 · NIAID · UNIVERSITY OF FLORIDA · PI Todd Michael Brusko · 1997 to 2026
$32.9M
Robust Mass Spectrometric Protein/Peptide Assays for Type 1 Diabetes Clinical ApplicationsU01DK137113 · NIDDK · BATTELLE PACIFIC NORTHWEST LABORATORIES · PI Wei-Jun Qian, Jun Qu · 2023 to 2026
$3.8M
Pathways and Regulators Driving Progressive Islet Cell Dysfunction in Type 1 DiabetesR01DK122160 · NIDDK · BATTELLE PACIFIC NORTHWEST LABORATORIES · PI ROHIT N. KULKARNI, CLAYTON E MATHEWS · 2019 to 2026
$3.7M
Discovery and Roles of In Situ Islet Neoantigens in Human Type 1 DiabetesR01DK135081 · NIDDK · UNIVERSITY OF FLORIDA · PI CLAYTON E MATHEWS, DAVID A OSTROV · 2023 to 2026
$2.8M
Understanding pancreatic endocrine and exocrine loss in pre-type 1 diabetesR01DK123329 · NIDDK · UNIVERSITY OF FLORIDA · PI CAMPBELL-THOMPSON, MARTHA, HALLER, MICHAEL JAMES · 2020 to 2024
$2.6M
Co-registration of Cell Organization, Phenotype and Function in the Human Pancreas During Type 1 DiabetesR01DK131059 · NIDDK · UNIVERSITY OF FLORIDA · PI ATKINSON, MARK A. · 2021 to 2025
$2.5M
Leica Laser Microdissection Microscope for a Shared ResourceS10OD016350 · OD · UNIVERSITY OF FLORIDA · PI CAMPBELL-THOMPSON, MARTHA · 2013 to 2013
$252k
NIAID NIH HHS P01 AI042288NIDDK NIH HHS R01 DK122160NIDDK NIH HHS R01 DK123329NIDDK NIH HHS R01 DK131059NIDDK NIH HHS R01 DK135081NIDDK NIH HHS U01 DK137113NIH HHS S10 OD016350
6 · The paper itself

Abstract

Progressive β-cell dysfunction precedes the onset of type 1 diabetes (T1D), yet the molecular mechanisms driving early T1D development remain poorly understood. Although single-cell RNA-sequencing has uncovered transcript-level changes in human islet cells, it offers limited insight into the heterogeneity of distinct islet microenvironments. Here, we applied a single-islet proteomics workflow to profile intra-donor islet heterogeneity in three stage 1 T1D cases with matched non-diabetic controls and define in situ protein signatures of pseudo-temporal islet dysfunction. Intra-donor analyses of ~100 individual islets per donor revealed highly consistent proteomic patterns reflecting pseudo-time progression of islet immune responses and β-cell dysfunction. Several pathways, including extracellular matrix remodeling and mRNA processing, were identified as closely associated with progressive islet immune activation and loss of β-cell function. These findings provide robust proteome-wide evidence of the progression of islet dysfunction, offer a valuable resource for investigating early mechanisms of T1D pathogenesis-including novel candidates for functional studies-and underscore the utility of single-islet spatial proteomics for examining islet heterogeneity in T1D.

Identifiers

PMID41292817
PMCPMC12642322

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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.