Evidence map›Paper›PMID 24895378›Full record

ArticleMolecular & cellular proteomics : MCP2014

Heterogeneity of pancreatic cancer metastases in a single patient revealed by quantitative proteomics.

Min-Sik Kim, Yi Zhong, Shinichi Yachida, N V Rajeshkumar, Melissa L Abel, Arivusudar Marimuthu, Keshav Mudgal, Ralph H Hruban, Justin S Poling, Jeffrey W Tyner and 3 more

Open access · hybridAbstract read
In one paragraph

Article in Molecular & cellular proteomics : MCP, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
4.2field-weighted citation impact, top 4% 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

37 citing papers in PubMed, 62 citations in OpenAlex.

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  11. Kras mutation rate precisely orchestrates ductal derived pancreatic intraepithelial neoplasia and pancreatic cancer.Laboratory investigation; a journal of technical methods and pathology · 2021
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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

13 authors at 7 institutions in 3 countries.

Min-Sik KimFrom the ‡McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205; §Department of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205;
Yi Zhong‖Department of Pathology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231;
Shinichi Yachida‖Department of Pathology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231;
N V Rajeshkumar**Department of Oncology, the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231;
Melissa L Abel§§Departments of Cell, Developmental and Cancer Biology, Oregon Health and Science University, 3181 SW Sam Jackson Park Road, Mailcode L592, Portland, Oregon 97239;
Arivusudar Marimuthu¶¶Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India;
Keshav Mudgal‖‖School of Medicine, Imperial College London, South Kensington Campus, London SW7 2AZ, UK.
Ralph H Hruban‖Department of Pathology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231; **Department of Oncology, the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231;
Justin S Poling‖Department of Pathology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231;
Jeffrey W Tyner§§Departments of Cell, Developmental and Cancer Biology, Oregon Health and Science University, 3181 SW Sam Jackson Park Road, Mailcode L592, Portland, Oregon 97239;
Anirban MaitraFrom the ‡McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205; ‖Department of Pathology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231; **Department of Oncology, the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231;
Christine A Iacobuzio-Donahue‖Department of Pathology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231; **Department of Oncology, the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231; pandey@jhmi.edu iacobuzc@mskcc.org.
Akhilesh PandeyFrom the ‡McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205; §Department of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205; ‖Department of Pathology, the Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231; pandey@jhmi.edu iacobuzc@mskcc.org.
Johns Hopkins Medicine · USSidney Kimmel Comprehensive Cancer Center · USCancer Research Center · USOregon Health & Science University · USImperial College London · GBInstitute of Bioinformatics · INJohns Hopkins University · US

Funding

Tumor Antigens for Individual Signatures and TherapyP50CA062924 · NCI · JOHNS HOPKINS UNIVERSITY · PI LENNON, ANNE MARIE · 1993 to 2022
$54.6M
Translational Research Enhancement CoreP30DK089502 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI DONOWITZ, MARK · 2011 to 2020
$12.0M
UAB / UMN SPORE in Pancreatic CancerP50CA101955 · NCI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI BUCHSBAUM, DONALD J · 2010 to 2014
$11.1M
Proteome Characterization Center: A Genoproteomics Pipeline for Cance ResearchU24CA160036 · NCI · JOHNS HOPKINS UNIVERSITY · PI CHAN, DANIEL WANYUI, ZHANG, HUI · 2011 to 2016
$10.7M
Networks, Pathways and Dynamics of Lysine ModificationU54GM103520 · NIGMS · JOHNS HOPKINS UNIVERSITY · PI BADER, JOEL S. · 2012 to 2013
$7.0M
Virus adjunctive therapies for pancreatic cancerP20CA101955 · NCI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI BUCHSBAUM, DONALD J. · 2003 to 2007
$4.6M
TGF-beta Signaling in Pancreatic Cancer ProgressionR01CA140599 · NCI · JOHNS HOPKINS UNIVERSITY · PI IACOBUZIO-DONAHUE, CHRISTINE A · 2009 to 2013
$1.7M
NCI NIH HHS CA101955NCI NIH HHS CA140599NCI NIH HHS P20 CA101955NCI NIH HHS P50 CA062924NCI NIH HHS P50 CA101955NCI NIH HHS P50CA62924NCI NIH HHS R01 CA140599NCI NIH HHS U24 CA160036NCI NIH HHS U24CA160036NHLBI NIH HHS HHSN268201000032CNIDDK NIH HHS P30 DK089502NIGMS NIH HHS U54 GM103520NIGMS NIH HHS U54GM103520
6 · The paper itself

Abstract

Many patients with pancreatic cancer have metastases to distant organs at the time of initial presentation. Recent studies examining the evolution of pancreatic cancer at the genetic level have shown that clonal complexity of metastatic pancreatic cancer is already initiated within primary tumors, and organ-specific metastases are derived from different subclones. However, we do not yet understand to what extent the evolution of pancreatic cancer contributes to proteomic and signaling alterations. We hypothesized that genetic heterogeneity of metastatic pancreatic cancer results in heterogeneity at the proteome level. To address this, we employed a model system in which cells isolated from three sites of metastasis (liver, lung, and peritoneum) from a single patient were compared. We used a SILAC-based accurate quantitative proteomic strategy combined with high-resolution mass spectrometry to analyze the total proteome and tyrosine phosphoproteome of each of the distal metastases. Our data revealed distinct patterns of both overall proteome expression and tyrosine kinase activities across the three different metastatic lesions. This heterogeneity was significant because it led to differential sensitivity of the neoplastic cells to small molecule inhibitors targeting various kinases and other pathways. For example, R428, a tyrosine kinase inhibitor that targets Axl receptor tyrosine kinase, was able to inhibit cells derived from lung and liver metastases much more effectively than cells from the peritoneal metastasis. Finally, we confirmed that administration of R428 in mice bearing xenografts of cells derived from the three different metastatic sites significantly diminished tumors formed from liver- and lung-metastasis-derived cell lines as compared with tumors derived from the peritoneal metastasis cell line. Overall, our data provide proof-of-principle support that personalized therapy of multiple organ metastases in a single patient should involve the administration of a combination of agents, with each agent targeted to the features of different subclones.

Indexed as

AnimalsAntineoplastic AgentsAxl Receptor Tyrosine KinaseBenzocycloheptenesCells, CulturedHumansLiver NeoplasmsLung NeoplasmsMass SpectrometryMiceMolecular Targeted TherapyPancreatic NeoplasmsPeritoneal NeoplasmsPrecision MedicineProtein Kinase InhibitorsProteomicsAntineoplastic AgentsAxl Receptor Tyrosine KinasebemcentinibBenzocycloheptenesProtein Kinase InhibitorsProto-Oncogene ProteinsReceptor Protein-Tyrosine KinasesTriazoles

Identifiers

PMID24895378
PMCPMC4223473
OpenAlexW2132656693

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.