Evidence map›Paper›PMID 41849229›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2026

Distinct Malignant Cell States and Myeloid Glutamate Signaling Associated with Aggressive Pancreatic Neuroendocrine Tumors.

Jeanna M Arbesfeld-Qiu, Jae-Won Cho, Phuong T T Nguyen, Nicole A Lester, Jennifer Su, Carina Shiau, Jimmy A Guo, Hannah Hoffman, Nicholas J Caldwell, Shugo Muratani and 16 more

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

26 authors.

Jeanna M Arbesfeld-QiuCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-6155-8548
Jae-Won ChoGene Lay Institute of Immunology and Inflammation, Brigham and Women's Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-2930-4836
Phuong T T NguyenCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-6518-4849
Nicole A LesterCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0009-0006-4506-0260
Jennifer SuCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-1798-6542
Carina ShiauCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-4164-1360
Jimmy A GuoCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-4536-9640
Hannah HoffmanCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-6449-6944
Nicholas J CaldwellDepartment of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-8622-0714
Shugo MurataniDepartment of Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts.ORCID 0009-0008-4535-989X
Miranda GalvanDepartment of Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts.ORCID 0009-0003-2151-238X
Jessica E ProctorDepartment of Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts.ORCID 0009-0006-1958-8707
Zackery A ElyCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-9694-0341
Steven WangCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-5019-5024
Maria GanciDepartment of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0009-0004-9280-2859
Ruben DriesDepartment of Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts.ORCID 0000-0001-7650-7754
Theodore HongDepartment of Radiation Oncology, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-8481-6581
Jennifer WoDepartment of Radiation Oncology, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-9872-5912
Genevieve BolandDepartment of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-7522-6173
Carlos Fernandez-Del CastilloDepartment of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-5975-7225
Cristina R FerroneDepartment of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-6295-1085
Christopher M HeaphyDepartment of Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts.ORCID 0000-0003-4264-1810
M Lisa ZhangDepartment of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-8029-4787
Mari Mino-KenudsonDepartment of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-9092-2265
Martin HembergGene Lay Institute of Immunology and Inflammation, Brigham and Women's Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-8895-5239
William L HwangCenter for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-4514-8837

Funding

Medical Scientist Training ProgramT32GM007753 · NIGMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI WALENSKY, LOREN DAVID · 1985 to 2021
$50.0M
Medical Scientist Training ProgramT32GM144273 · NIGMS · HARVARD MEDICAL SCHOOL · PI David Shumway Jones, Jacqueline A. Lees · 2022 to 2026
$14.7M
Elucidating cancer-intrinsic mechanisms of perineural invasion in pancreatic cancerK08CA270417 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI William L Hwang · 2022 to 2026
$1.6M
Delineating the myeloid-centric immunosuppressive crosstalk as targets for prognosis and therapy in neuroendocrine tumorsR21CA286402 · NCI · BOSTON MEDICAL CENTER · PI DRIES, RUBEN, HEAPHY, CHRISTOPHER M · 2024 to 2025
$470k
National Cancer Institute (NCI) K08CA270417National Cancer Institute (NCI) R21CA286402National Institute of General Medical Sciences (NIGMS) T32GM007753National Institute of General Medical Sciences (NIGMS) T32GM144273NCI NIH HHS K08 CA270417NCI NIH HHS R21 CA286402Neuroendocrine Tumor Research Foundation (NETRF) Investigator AwardNIGMS NIH HHS T32 GM007753NIGMS NIH HHS T32 GM144273Ruane Family Foundation Award in Endocrine and Neuroendocrine TumorsU.S. Department of Defense (DOD) HT9425-23-1-0819
6 · The paper itself

Abstract

purposePancreatic neuroendocrine tumors (PNET) are rare malignancies of the endocrine pancreas with diverse clinical outcomes. Whereas some PNETs are indolent, others are aggressive and metastasize quickly. However, clinically relevant molecular stratification for PNET to predict outcomes and guide therapeutic decision-making is limited. Thus, there is an urgent need to understand the molecular heterogeneity of PNETs to refine prognostication and discover novel therapeutic vulnerabilities. EXPERIMENTAL

designWe performed single-nucleus RNA sequencing on untreated, resected primary, and metastatic PNETs (n = 18). We inferred gene expression programs (GEP) of malignant and nonmalignant cells and investigated associations with clinical outcomes. Next, we inferred interactions in the tumor microenvironment (TME) and performed transwell migration assays for functional validation. Finally, we explored genomic and transcriptomic evolution in a unique case study of an untreated primary PNET with two asynchronous hepatic metastases.

resultsA malignant GEP enriched for neural/synaptic signaling genes was associated with worse overall survival, broad chromosomal loss of heterozygosity, and alternative lengthening of telomeres. Another malignant GEP enriched for VEGF signaling increased throughout metastatic progression in our case study. We found that macrophage-derived glutamate drives polarization toward an immunosuppressive phenotype and activates the MAPK/ERK pathway in malignant cells to increase migratory capacity.

conclusionsThis study provides a detailed single-nucleus transcriptomic classification of malignant, stromal, and immune cell types and states in PNETs, their interactions in the TME, and associations with clinical outcomes. The refined molecular taxonomy of PNET may guide the development of more efficacious biomarkers and therapeutic strategies.

Indexed as

Biomarkers, TumorGlutamic AcidMyeloid CellsNeuroendocrine TumorsPancreatic NeoplasmsFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansPrognosisSignal TransductionTumor MicroenvironmentBiomarkers, TumorGlutamic Acid

Identifiers

PMID41849229
PMCPMC13118131

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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.