Evidence map›Paper›PMID 42466389›Full record

ArticleResearch square2026

A 3D spatial proteomic map of the human pancreatic islet microenvironment.

Yumi Kwon, Shane S Kelly, Jing Chen, James Carson, Lye Meng Markillie, Hu Dehong, Geremy Clair, James Labyer, Demi Awosika-Olumo, Erik Ferlanti and 6 more

Abstract readPreprint
In one paragraph

Article in Research square, 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

16 authors.

Yumi KwonEnvironmental Molecular Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Shane S KellyBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0002-6252-5895
Jing ChenDepartment of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.
James CarsonThe University of Texas at Austin, Texas Advanced Computing Center, Austin, TX.
Lye Meng MarkillieEnvironmental Molecular Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0001-8275-4882
Hu DehongEnvironmental Molecular Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Geremy ClairBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0003-0478-8520
James LabyerThe University of Texas at Austin, Texas Advanced Computing Center, Austin, TX.ORCID 0009-0003-8222-2079
Demi Awosika-OlumoThe University of Texas at Austin, Texas Advanced Computing Center, Austin, TX.
Erik FerlantiThe University of Texas at Austin, Texas Advanced Computing Center, Austin, TX.
Ronald J MooreBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0003-2806-2855
Clayton E MathewsDepartment of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.
Martha Campbell-ThompsonDepartment of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL.
Ying ZhuEnvironmental Molecular Sciences Division, Pacific Northwest National Laboratory, Richland, WA.
Ernesto S NakayasuBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0002-4056-2695
Wei-Jun QianBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA.ORCID 0000-0002-5393-2827

Funding

Organ Specific ProjectU54DK127823 · NIDDK · BATTELLE PACIFIC NORTHWEST LABORATORIES · PI CAMPBELL-THOMPSON, MARTHA, CARSON, JAMES PAUL · 2020 to 2023
$5.1M
NIDDK NIH HHS U54 DK127823
6 · The paper itself

Abstract

The human pancreas is a structurally and functionally complex organ in which endocrine islets are embedded within an exocrine matrix. Despite advances in spatial omics, three-dimensional (3D) proteomic map of the human islet microenvironment remains lacking. Here, we present a 3D spatial proteomics workflow that integrates immunofluorescence imaging, laser capture microdissection, nanoPOTS processing, and LC-MS/MS to map the islet microenvironment at 50 μm resolution, achieving ~3,000 protein identifications with spatial fidelity. Unsupervised clustering analyses revealed four molecularly distinct microenvironments spanning the acinar-to-islet axis, including a previously underappreciated peri-islet ductal-stromal niche enriched with canonical collagens and other extracellular matrix (ECM) proteins. Spatial correlation analysis (linking abundances to relative distance from the islet center) revealed proteins with interesting, reversed correlation patterns between islet and acinar compartments, which were enriched with ECM and cytoskeletal components. Finally, we provide a publicly accessible interactive web-based platform, enabling integrated 3D visualization of the spatial proteome alongside immunofluorescence imaging. Collectively, this work establishes a proof-of-principle framework for studying spatial tissue proteomic profiles, advances our understanding of the islet microenvironment, and lays a potential foundation for future applications in disease research.

Identifiers

PMID42466389
PMCPMC13370637

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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.