Evidence map›Paper›PMID 31848187›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2020

The Proteomic Landscape of Pancreatic Ductal Adenocarcinoma Liver Metastases Identifies Molecular Subtypes and Associations with Clinical Response.

Henry C-H Law, Dragana Lagundžin, Emalie J Clement, Fangfang Qiao, Zachary S Wagner, Kimiko L Krieger, Diane Costanzo-Garvey, Thomas C Caffrey, Jean L Grem, Dominick J DiMaio and 6 more

Open access · greenAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed
3.7field-weighted citation impact, top 5% 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

33 citing papers in PubMed, 72 citations in OpenAlex.

  1. Article
  2. Review
  3. The consensus molecular subtypes of esophageal squamous cell carcinoma.Signal transduction and targeted therapy · 2026
    Article
  4. Proteomics in pancreatic cancer.Biomarker research · 2025
    Review
  5. Article
  6. PLXDC1Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Review
  12. Article
  13. CSTF2 mediated mRNA NNature communications · 2023
    Article
  14. A protein-based machine learning approach to the identification of inflammatory subtypes in pancreatic ductal adenocarcinoma.Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] · 2023
    Article
  15. Review
  16. Functional and Clinical Proteomic Exploration of Pancreatic Cancer.Molecular & cellular proteomics : MCP · 2023
    Review
  17. Article
  18. Article
  19. Article
  20. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors at 2 institutions in 1 country.

Henry C-H LawEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
Dragana LagundžinEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
Emalie J ClementEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
Fangfang QiaoEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
Zachary S WagnerEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
Kimiko L KriegerEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.ORCID 0000-0002-7432-2729
Diane Costanzo-GarveyDepartment of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha Nebraska.
Thomas C CaffreyEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.ORCID 0000-0001-6707-8468
Jean L GremInternal Medicine, Division of Hematology Oncology, University of Nebraska Medical Center, Omaha Nebraska.
Dominick J DiMaioDepartment of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha Nebraska.
Paul M GrandgenettEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
Leah M CookDepartment of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha Nebraska.ORCID 0000-0002-9996-7419
Kurt W FisherDepartment of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha Nebraska.ORCID 0000-0002-8391-390X
Fang YuDepartment of Biostatistics, College of Public Health, University of Nebraska Medical Center, Omaha Nebraska.
Michael A HollingsworthEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
Nicholas T WoodsEppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska. nicholas.woods@unmc.edu.ORCID 0000-0002-4962-9083
University of Nebraska Medical Center · USNebraska Medical Center · US

Funding

UNMC/EPPLEY CANCER CENTER SUPPORT GRANTP30CA036727 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI Joann B. Sweasy · 1985 to 2026
$55.0M
Target Validation CoreP20GM121316 · NIGMS · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI Sandipan Brahma · 2018 to 2026
$23.5M
Tissue CoreP50CA127297 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI HOLLINGSWORTH, MICHAEL A. · 2008 to 2018
$17.1M
CHEMICAL CARCINOGENESIS &CANCER BIOLOGYT32CA009476 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI Jennifer D. Black · 1988 to 2026
$6.2M
Critical Resources Provided by UNMC Rapid Autopsy Program (RAP) Biorepository Stimulate Cancer ResearchR50CA211462 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI Paul M Grandgenett · 2016 to 2026
$1.4M
The role of PGC1beta and ERRalpha as novel targets for therapy in colorectal cancerK08CA222887 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI FISHER, KURT · 2018 to 2022
$1.2M
NCI NIH HHS K08 CA222887NCI NIH HHS P30 CA036727NCI NIH HHS P50 CA127297NCI NIH HHS R50 CA211462NCI NIH HHS T32 CA009476NIGMS NIH HHS P20 GM121316
6 · The paper itself

Abstract

purposePancreatic ductal adenocarcinoma (PDAC) is a highly metastatic disease that can be separated into distinct subtypes based on molecular signatures. Identifying PDAC subtype-specific therapeutic vulnerabilities is necessary to develop precision medicine approaches to treat PDAC. EXPERIMENTAL

designA total of 56 PDAC liver metastases were obtained from the UNMC Rapid Autopsy Program and analyzed with quantitative proteomics. PDAC subtypes were identified by principal component analysis based on protein expression profiling. Proteomic subtypes were further characterized by the associated clinical information, including but not limited to survival analysis, drug treatment response, and smoking and drinking status.

resultsOver 3,960 proteins were identified and used to delineate four distinct PDAC microenvironment subtypes: (i) metabolic; (ii) progenitor-like; (iii) proliferative; and (iv) inflammatory. PDAC risk factors of alcohol and tobacco consumption correlate with subtype classifications. Enhanced survival is observed in FOLFIRINOX treated metabolic and progenitor-like subtypes compared with the proliferative and inflammatory subtypes. In addition, TYMP, PDCD6IP, ERAP1, and STMN showed significant association with patient survival in a subtype-specific manner. Gemcitabine-induced alterations in the proteome identify proteins, such as serine hydroxymethyltransferase 1, associated with drug resistance.

conclusionsThese data demonstrate that proteomic analysis of clinical PDAC liver metastases can identify molecular signatures unique to disease subtypes and point to opportunities for therapeutic development to improve the treatment of PDAC.

Indexed as

AdenocarcinomaAgedAntineoplastic Combined Chemotherapy ProtocolsBiomarkers, TumorCarcinoma, Pancreatic DuctalCell Line, TumorDeoxycytidineFemaleFluorouracilGemcitabineGene Expression Regulation, NeoplasticHumansIrinotecanLeucovorinLiver NeoplasmsMaleBiomarkers, TumorDeoxycytidineFluorouracilfolfirinoxGemcitabineIrinotecanLeucovorinOxaliplatinProteome

Identifiers

PMID31848187
PMCPMC7056493
OpenAlexW2996325559

What OpenQuestion holds

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Registered trials

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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.