Evidence map›Paper›PMID 41145870›Full record

ArticleNature genetics2025

Cellular states associated with metastatic organotropism and survival in patients with pancreatic ductal adenocarcinoma.

Morteza Chalabi Hajkarim, Michael May, Amit Dipak Amin, Jacob Jamison, Somnath Tagore, Edridge D'Souza, Lindsay Caprio, Zachary H Walsh, Joy Linyue Fan, Mingxuan Zhang and 16 more

Abstract read
In one paragraph

Article in Nature genetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Article
  6. Article
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

26 authors.

Morteza Chalabi Hajkarim *Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0002-2039-2676
Michael May *Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.
Amit Dipak AminDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0002-2613-2082
Jacob JamisonDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-1171-065X
Somnath TagoreDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.
Edridge D'SouzaDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-4664-8163
Lindsay CaprioDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-1370-8684
Zachary H WalshDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.
Joy Linyue FanDepartment of Biomedical Engineering, Columbia University, New York, NY, USA.
Mingxuan ZhangDepartment of Biomedical Engineering, Columbia University, New York, NY, USA.
Parin ShahDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.
Sinan AbuzaidDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0009-0000-1629-7556
Alissa MichelDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.
Sun DajiangHerbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
Winston WongMemorial Sloan Kettering Cancer Center, New York, NY, USA.
Neha ShaikhDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.
Priyanka RamaradjDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.
Basil BakirDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.
Michael D KlugerHerbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
John ChabotHerbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
Elham AziziHerbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0001-5059-6971
Hanina HibshooshHerbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
Anil K RustgiHerbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
Alexander G RaufiLifespan Cancer Institute, Rhode Island Hospital, Providence, RI, USA.
Gulam A ManjiDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA. gam2140@cumc.columbia.edu.ORCID http://orcid.org/0009-0000-7459-6036
Benjamin IzarDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA. bi2175@cumc.columbia.edu.ORCID http://orcid.org/0000-0003-2379-6702

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Tumor Biology and Microenvironment ProgramP30CA013696 · NCI · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Anil K Rustgi · 1985 to 2026
$115.3M
Studying the evolution of drug resistance in prostate cancer at the single cell levelU54CA274506 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Peter Alan Sims · 2023 to 2026
$9.1M
The Prrx-1 transcription factor in pancreatic ductal biologyR01DK060694 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI CHANDWANI, ROHIT, RUSTGI, ANIL K · 2002 to 2025
$8.3M
Elucidation and targeting of paracrine cascades in PDACU01CA274312 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Gulam Abbas Manji, Kenneth P. Olive · 2022 to 2026
$4.9M
Molecular Oncology Training ProgramT32CA203703 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Katherine D Crew, DAWN HERSHMAN · 2016 to 2026
$4.1M
Multi-cellular interactions defining the human brain metastatic nicheR01CA280414 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Benjamin Izar, Ashley Marie Laughney · 2023 to 2026
$2.8M
Mechanisms of liver metastasis and associated resistance to immunotherapyR37CA258829 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Benjamin Izar · 2021 to 2026
$2.6M
Targeting cell regulatory states to complement MEK/autophagy inhibition in pancreatic cancerR01CA266558 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Gulam Abbas Manji, Kenneth P. Olive · 2023 to 2026
$2.3M
The role of the CD58:CD2 axis in cancer immune evasion and resistance to immunotherapyR01CA266446 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI FRANGIEH, CHRISTOPHER · 2022 to 2025
$2.0M
CAPRI: Columbia Cancer Training Program for Resident-InvestigatorsR38CA231577 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CREW, KATHERINE D, SCHWARTZ, GARY K · 2018 to 2021
$1.4M
Predictive Markers of Response to and Treatment Effects of Motixafortide, Cemiplimab, Gemcitabine and Nab-Paclitaxel in Treatment-Naïve Metastatic Pancreatic CancerK38CA304069 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI Michael Stevenson May · 2025 to 2026
$218k
NCI NIH HHS F30 CA281104NCI NIH HHS F30 CA298572NCI NIH HHS F30 CA301910NCI NIH HHS K38 CA304069NCI NIH HHS P30 CA008748NCI NIH HHS P30 CA013696NCI NIH HHS R01 CA266446NCI NIH HHS R01 CA266558NCI NIH HHS R01 CA280414NCI NIH HHS R37 CA258829NCI NIH HHS R38 CA231577NCI NIH HHS T32 CA203703NCI NIH HHS U01 CA274312NCI NIH HHS U54 CA274506NIDDK NIH HHS R01 DK060694
6 · The paper itself

Abstract

Most patients with localized pancreatic ductal adenocarcinoma (PDAC) experience recurrence after resection. Analysis of 744 patients with resected PDAC revealed that patients with initial isolated liver-metastatic recurrence (n = 100) had significantly worse overall survival than those with initial isolated lung-metastatic recurrence (n = 31). Using single-nucleus RNA sequencing in a representative cohort, we found that transcriptional profiles of primary cancer cells with liver-metastatic recurrence and lung-metastatic recurrence were correlated with those of normal liver and lung parenchymal cells, respectively, suggesting adoption of organ-specific metastatic programs at the primary site. These signatures were confirmed in transcriptomes of PDAC lung and liver metastases, primary lung and liver tumors, and organotropic PDAC xenograft models. These signatures were independent of large genomic events, and analysis of large-scale tumor profiling data showed no genetic alterations predictive of recurrence patterns. Additional analyses suggested that metastatic recurrence may be determined early in tumorigenesis and influenced by tumor-infiltrating immune cells. Thus, pre-existing cellular states within primary tumors appear to guide organ-specific metastatic relapse.

Indexed as

Carcinoma, Pancreatic DuctalLiver NeoplasmsLung NeoplasmsPancreatic NeoplasmsAnimalsFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiceNeoplasm MetastasisNeoplasm Recurrence, LocalTranscriptome

Identifiers

PMID41145870
PMCPMC13218419

What Socratic holds

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Read underepoch 390

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 Socratic graph.