Evidence map›Paper›PMID 36129461›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2022

Neoadjuvant Chemotherapy Is Associated with Altered Immune Cell Infiltration and an Anti-Tumorigenic Microenvironment in Resected Pancreatic Cancer.

Andressa Dias Costa, Sara A Väyrynen, Akhil Chawla, Jinming Zhang, Juha P Väyrynen, Mai Chan Lau, Hannah L Williams, Chen Yuan, Vicente Morales-Oyarvide, Dalia Elganainy and 21 more

Open access · greenAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers.

0numbers the graph read from it
0cells of the map it votes in
56citing papers in PubMed
6.5field-weighted citation impact, top 2% of its field
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

56 citing papers in PubMed, 70 citations in OpenAlex.

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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

31 authors at 9 institutions in 2 countries.

Andressa Dias Costa *Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-1046-4899
Sara A Väyrynen *Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-1768-0471
Akhil Chawla *Department of Surgery, Northwestern Medicine Regional Medical Group, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0000-0003-3122-6873
Jinming ZhangDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-1621-7549
Juha P VäyrynenDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-8683-2996
Mai Chan LauProgram in Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-7698-4697
Hannah L WilliamsDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-0434-3900
Chen YuanDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-0708-9648
Vicente Morales-OyarvideDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-7417-5626
Dalia ElganainyDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-4427-986X
Harshabad SinghDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-6295-2013
James M ClearyDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-7213-3951
Kimberly PerezDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-5745-2994
Kimmie NgDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-0631-1494
William Freed-PastorDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-7377-2111
Joseph D ManciasDepartment of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts.ORCID 0000-0002-0692-3717
Stephanie K DouganDepartment of Cancer Immunology and Virology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-2263-363X
Jiping WangDepartment of Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-7466-098X
Douglas A RubinsonDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-5337-5231
Richard F DunneDivision of Hematology and Oncology, Department of Medicine, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York.ORCID 0000-0001-6608-660X
Margaret M KozakDepartment of Radiation Oncology, Stanford Cancer Institute, Stanford, California.ORCID 0000-0003-0734-9427
Lauren BraisDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-1069-0407
Emma ReillyDepartment of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-3226-8151
Thomas ClancyDepartment of Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-0949-4874
David C LinehanDepartment of General Surgery, University of Rochester Medical Center, Rochester, New York.ORCID 0000-0003-1859-2203
Daniel T ChangDepartment of Radiation Oncology, Stanford Cancer Institute, Stanford, California.ORCID 0000-0003-2760-1554
Aram F HezelDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, Oregon.ORCID 0000-0003-1690-8251
Albert C KoongDepartment of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0001-9824-1643
Andrew J Aguirre *Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-0701-6203
Brian M Wolpin *Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-0455-1032
Jonathan A Nowak *Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-0943-7407
Dana-Farber Cancer Institute · USBrigham and Women's Hospital · USCancer Prevention Institute of California · USUniversity of Rochester Medical Center · USBroad Institute · USDana-Farber Brigham Cancer Center · USNorthwestern University · USOregon Health & Science University · USThe University of Texas MD Anderson Cancer Center · US

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8M
Tissue and Pathology ResourcesP50CA127003 · NCI · DANA-FARBER CANCER INST · PI EL-BARDEESY, NABEEL, SELLERS, WILLIAM R · 2007 to 2023
$33.2M
Circulating Biomarker Consortium for Pancreatic Cancer Early DetectionU01CA210171 · NCI · DANA-FARBER CANCER INST · PI Michael H. Rosenthal, Brian Matthew Wolpin · 2016 to 2026
$8.7M
Spatial Immunopathological Epidemiology of Colorectal Adenoma-Carcinoma SpectrumR01CA248857 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Jonathan Andrew Nowak, Shuji Ogino · 2020 to 2026
$6.6M
Accelerating Transdisciplinary Epidemiology of Colorectal CancerR35CA197735 · NCI · DANA-FARBER CANCER INST · PI OGINO, SHUJI · 2015 to 2021
$6.0M
Novel randomized controlled trials of vitamin D supplementation in patients with colorectal cancer: Impact on survival and biologyR01CA205406 · NCI · DANA-FARBER CANCER INST · PI Kimmie Ng · 2017 to 2026
$4.9M
Impact of Celecoxib and Inflammation on Survival in Stage III Colon CancerR01CA169141 · NCI · YALE UNIVERSITY · PI FUCHS, CHARLES S · 2013 to 2018
$3.9M
Systematic interrogation of the pancreatic cancer microenvironment in patient-derived specimensU01CA224146 · NCI · DANA-FARBER CANCER INST · PI HAHN, WILLIAM C. · 2017 to 2021
$3.0M
Development and implementation of multiplex methods to understand the biology and heterogeneity of patient-derived cancer modelsU01CA250549 · NCI · DANA-FARBER CANCER INST · PI HAHN, WILLIAM C. · 2020 to 2022
$2.9M
Elucidating the molecular and cellular mechanisms of immune evasion in pancreatic cancerK08CA259621 · NCI · DANA-FARBER CANCER INST · PI WILLIAM A FREED-PASTOR · 2022 to 2026
$1.1M
Functional interrogation of epigenetic vulnerabilities in KRAS-mutant pancreatic cancerK08CA218420 · NCI · DANA-FARBER CANCER INST · PI AGUIRRE, ANDREW JAMES · 2017 to 2021
$886k
NCI NIH HHS K08 CA218420NCI NIH HHS K08 CA259621NCI NIH HHS P30 CA016672NCI NIH HHS P50 CA127003NCI NIH HHS R01 CA169141NCI NIH HHS R01 CA205406NCI NIH HHS R01 CA248857NCI NIH HHS R35 CA197735NCI NIH HHS U01 CA210171NCI NIH HHS U01 CA224146NCI NIH HHS U01 CA250549
6 · The paper itself

Abstract

purposeNeoadjuvant chemotherapy is increasingly administered to patients with resectable or borderline resectable pancreatic ductal adenocarcinoma (PDAC), yet its impact on the tumor immune microenvironment is incompletely understood. EXPERIMENTAL:

designWe employed quantitative, spatially resolved multiplex immunofluorescence and digital image analysis to identify T-cell subpopulations, macrophage polarization states, and myeloid cell subpopulations in a multi-institution cohort of up-front resected primary tumors (n = 299) and in a comparative set of resected tumors after FOLFIRINOX-based neoadjuvant therapy (n = 36) or up-front surgery (n = 30). Multivariable-adjusted Cox proportional hazards models were used to evaluate associations between the immune microenvironment and patient outcomes.

resultsIn the multi-institutional resection cohort, immune cells exhibited substantial heterogeneity across patient tumors and were located predominantly in stromal regions. Unsupervised clustering using immune cell densities identified four main patterns of immune cell infiltration. One pattern, seen in 20% of tumors and characterized by abundant T cells (T cell-rich) and a paucity of immunosuppressive granulocytes and macrophages, was associated with improved patient survival. Neoadjuvant chemotherapy was associated with a higher CD8:CD4 ratio, greater M1:M2-polarized macrophage ratio, and reduced CD15+ARG1+ immunosuppressive granulocyte density. Within neoadjuvant-treated tumors, 72% showed a T cell-rich pattern with low immunosuppressive granulocytes and macrophages. M1-polarized macrophages were located closer to tumor cells after neoadjuvant chemotherapy, and colocalization of M1-polarized macrophages and tumor cells was associated with greater tumor pathologic response and improved patient survival.

conclusionsNeoadjuvant chemotherapy with FOLFIRINOX shifts the PDAC immune microenvironment toward an anti-tumorigenic state associated with improved patient survival.

Indexed as

AdenocarcinomaCarcinoma, Pancreatic DuctalPancreatic NeoplasmsAntineoplastic Combined Chemotherapy ProtocolsHumansNeoadjuvant TherapyTumor Microenvironment

Identifiers

PMID36129461
PMCPMC9999119
OpenAlexW4296711034

What OpenQuestion holds

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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.