Article in Cancer immunology research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
0numbers the graph read from it
0cells of the map it votes in
3citing 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.
Zoe X Malchiodi *Department of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0003-0304-9726
Alexander A Lekan *Department of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0001-9410-3067
Robert K SuterDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0002-3335-8426
Atul DeshpandeDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, Maryland.ORCID 0000-0001-5144-6924
Selime ArslanDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0009-0000-3322-536X
Annabel J LeeDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0009-0007-2120-6963
Nuan WangDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0009-0009-5137-5658
Ivana PeranDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0001-7399-7452
Brent T HarrisDepartment of Pathology, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0002-9746-4906
Anju DuttargiDepartment of Pathology, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0009-0003-3829-3742
Min-Ju ChienDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0009-0008-6440-8394
Samika HariharanDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0001-9089-5079
Lucia WetherillDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0009-0009-5166-1697
Sandra A JablonskiDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0001-7220-8159
Won Jin HoDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, Maryland.ORCID 0000-0003-2644-5086
Marwa AfifiDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0002-4877-7447
Elana J FertigDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, Maryland.ORCID 0000-0003-3204-342X
Louis M WeinerDepartment of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia.ORCID 0000-0001-5192-0710
Funding
Tissue Culture Shared ResourceP30CA051008 · NCI · GEORGETOWN UNIVERSITY · PI MARCUS S NOEL · 1990 to 2026
$71.5M
TRAINING GRANT IN TUMOR BIOLOGYT32CA009686 · NCI · GEORGETOWN UNIVERSITY · PI ANNA Tate RIEGEL, DAVID J ROBBINS · 1996 to 2026
$10.8M
Informing mechanistic rules of agent-based models with single-cell multi-omicsU24CA284156 · NCI · TRUSTEES OF INDIANA UNIVERSITY · PI Elana Fertig, Paul T Macklin · 2024 to 2026
$2.3M
LSR-Fortessa upgrade for Shared ResourceS10OD016213 · OD · GEORGETOWN UNIVERSITY · PI CRESWELL, KAREN A · 2013 to 2013
$298k
Promoting Activated Natural Killer (NK) Cell Accumulation in Pancreatic CancerF30CA294875 · NCI · GEORGETOWN UNIVERSITY · PI Alexander Lekan · 2024 to 2026
$128k
Pancreatic Stellate Cell (PSC) Engagement of Natural Killer (NK) cells in the Pancreatic Ductal Adenocarcinoma (PDAC) Tumor MicroenvironmentF31CA261125 · NCI · GEORGETOWN UNIVERSITY · PI MALCHIODI, ZOE XENOS · 2022 to 2023
$69k
National Cancer Institute (NCI) CA261125National Cancer Institute (NCI) CA294875National Cancer Institute (NCI) CA51880National Cancer Institute (NCI) P01CA247886National Cancer Institute (NCI) U01CA253403National Cancer Institute (NCI) U24CA284156National Cancer Institute (NCI) U54CA274371NCI NIH HHS F30 CA294875NCI NIH HHS F31 CA261125NCI NIH HHS P30 CA051008NCI NIH HHS T32 CA009686NCI NIH HHS U24 CA284156NIH HHS S10 OD016213
6 · The paper itself
Abstract
Pancreatic ductal adenocarcinoma (PDAC) exhibits dense fibrosis and immune exclusion. Although fibrosis has been studied globally and at the region-of-interest level, its impact on stromal-ductal architecture and immune cell localization remains unknown. In this study, we establish cancer-associated fibroblast (CAF)-stratified ductal spatial architecture as a fundamental determinant of immune exclusion in PDAC. Focusing on malignant PDAC epithelial ductal regions, the critical interface in which immune cells must access tumor epithelium, we demonstrate that periductal fibroblast organization dictates leukocyte proximity. Through integrative analysis of treatment-naïve patient samples from three independent cohorts-including imaging mass cytometry, multiplex immunohistochemistry, and single-cell RNA sequencing-we uncover that activated, proinflammatory leukocytes preferentially localize near malignant ducts in regions with low fibroblast density. Stratifying epithelial ductal regions by CAF abundance reveals a graded constraint: increasing fibroblast content corresponds to reduced leukocyte-epithelial proximity and elevated collagen I deposition. Despite their exclusion in high-CAF ducts, leukocytes in low-CAF ducts retain functional competence. Mechanistically, ligand-receptor inference implicates collagen-CD44 signaling as an adhesion axis anchoring immune cells within fibroblast-rich zones. CD44 blockade augments natural killer cell motility in vitro, whereas enhancing lymphocyte collagenase activity through matrix metalloproteinase 14 (MMP14) overexpression promotes infiltration by overcoming alpha smooth muscle actin (αSMA+) CAF-mediated stromal barriers in vivo. Thus, by establishing ductal regions as critical spatial units of immune exclusion, these findings provide a framework for dissecting stromal-immune interactions, reveal targetable "stromal checkpoints," and provide complementary strategies to overcome CAF-driven barriers to leukocyte motility and infiltration in PDAC.
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.
Periductal Fibroblast Density Defines Lymphocyte Exclusion via a CD44-Dependent Stromal Checkpoint in Pancreatic Cancer. · full record | OpenQuestion