ArticleGenome biology2021
Multi-omic profiling of lung and liver tumor microenvironments of metastatic pancreatic cancer reveals site-specific immune regulatory pathways.
Article in Genome biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.
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.
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.
Who cites it
44 citing papers in PubMed.
- Anlotinib plus chemotherapy as a first-line treatment for gastrointestinal cancer patients with unresectable liver metastases: a multicohort, multicenter, exploratory trial.Signal transduction and targeted therapy · 2024Trial
- Conserved Metastatic Cell States and Spatial Immune Microenvironment Remodeling Define Pancreatic Cancer Liver Metastases.bioRxiv : the preprint server for biology · 2026Article
- Survival after pulmonary metastasectomy for pancreatobiliary carcinomas: insights from a nationwide multicenter database.Surgery today · 2026Article
- The immunobiology of pancreatic cancer metastasis: premetastatic niche formation, organ-specific immune landscapes, and therapeutic opportunities.Cancer metastasis reviews · 2026Review
- Computational Modeling of Cellular Influence Delineates Functionally Relevant and Distinct Cellular Neighborhoods in Primary and Metastatic Pancreatic Ductal Adenocarcinoma.Cancer immunology research · 2026Article
- Initial Site of Metastasis Influences Prognosis in Pancreatic Ductal Adenocarcinoma.Cancer medicine · 2026Article
- CRISPR screen of human pancreatic cancer xenografts identifies a KLF5 proliferation vulnerability through epigenetic modifiers NCAPD2 and MTHFD1.Molecular cancer · 2026Article
- Fibroblast STAT3 Activation Drives Organ-Specific Premetastatic Niche Formation.Cancer research · 2026Article
- The immune microenvironment of colorectal cancer.Nature reviews. Cancer · 2025Review
- Spatial transcriptomic profiling of metastatic renal cell carcinoma identifies chemokine-driven macrophage and CD8+ T-cell interactions predictive of immunotherapy response.Journal for immunotherapy of cancer · 2025Article
- Article
- A platform for multisite immune profiling of premetastatic pancreatic cancer at single-cell resolution.Cancer immunology, immunotherapy : CII · 2025Article
- Article
- Metastatic heterogeneity in pancreatic cancer: mechanisms and opportunities for targeted intervention.The Journal of clinical investigation · 2025Review
- Pre-treatment peripheral blood TCR repertoire as a predictor of response in patients with NSCLC treated with immunochemotherapy.BMC cancer · 2025Article
- Review
- Multimodal CustOmics: A unified and interpretable multi-task deep learning framework for multimodal integrative data analysis in oncology.PLoS computational biology · 2025Article
- Improving outcomes of patients with pancreatic cancer.Nature reviews. Clinical oncology · 2025Review
- Clinical outcomes and molecular characteristics of lung-only and liver-only metastatic pancreatic cancer: results from a real-world evidence database.The oncologist · 2025Article
- Threading the Needle: Navigating Novel Immunotherapeutics in Pancreatic Ductal Adenocarcinoma.Cancers · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
19 authors.
Funding
Abstract
backgroundThe majority of pancreatic ductal adenocarcinomas (PDAC) are diagnosed at the metastatic stage, and standard therapies have limited activity with a dismal 5-year survival rate of only 8%. The liver and lung are the most common sites of PDAC metastasis, and each have been differentially associated with prognoses and responses to systemic therapies. A deeper understanding of the molecular and cellular landscape within the tumor microenvironment (TME) metastasis at these different sites is critical to informing future therapeutic strategies against metastatic PDAC.
resultsBy leveraging combined mass cytometry, immunohistochemistry, and RNA sequencing, we identify key regulatory pathways that distinguish the liver and lung TMEs in a preclinical mouse model of metastatic PDAC. We demonstrate that the lung TME generally exhibits higher levels of immune infiltration, immune activation, and pro-immune signaling pathways, whereas multiple immune-suppressive pathways are emphasized in the liver TME. We then perform further validation of these preclinical findings in paired human lung and liver metastatic samples using immunohistochemistry from PDAC rapid autopsy specimens. Finally, in silico validation with transfer learning between our mouse model and TCGA datasets further demonstrates that many of the site-associated features are detectable even in the context of different primary tumors.
conclusionsDetermining the distinctive immune-suppressive features in multiple liver and lung TME datasets provides further insight into the tissue specificity of molecular and cellular pathways, suggesting a potential mechanism underlying the discordant clinical responses that are often observed in metastatic diseases.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.