Evidence map›Paper›PMID 22763439›Full record

ArticleNature2012

Tumour micro-environment elicits innate resistance to RAF inhibitors through HGF secretion.

Ravid Straussman, Teppei Morikawa, Kevin Shee, Michal Barzily-Rokni, Zhi Rong Qian, Jinyan Du, Ashli Davis, Margaret M Mongare, Joshua Gould, Dennie T Frederick and 9 more

Open access · greenAbstract read
In one paragraph

Article in Nature, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1,026 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1,026citing papers in PubMed, 1 pooled it
85.4field-weighted citation impact, top 1% 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

1,026 citing papers in PubMed, 1 synthesis or guideline pooled it, 1,730 citations in OpenAlex.

  1. Pooled it
  2. Trial
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  4. Review
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  8. Article
  9. Article
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  11. Cytokines and cancer-associated fibroblasts.Journal of hematology & oncology · 2026
    Review
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  17. Article
  18. Microbiota in cancer: current understandings and future perspectives.Signal transduction and targeted therapy · 2026
    Review
  19. Article
  20. Article

966 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

19 authors at 7 institutions in 1 country.

Ravid StraussmanThe Eli and Edythe L. Broad Institute, 7 Cambridge Center, Cambridge, Massachusetts 02142, USA.
Teppei Morikawa
Kevin Shee
Michal Barzily-Rokni
Zhi Rong Qian
Jinyan Du
Ashli Davis
Margaret M Mongare
Joshua Gould
Dennie T Frederick
Zachary A Cooper
Paul B Chapman
David B Solit
Antoni Ribas
Roger S Lo
Keith T Flaherty
Shuji Ogino
Jennifer A Wargo
Todd R Golub
Eli and Edythe Broad Foundation · USMassachusetts General Hospital · USDana-Farber Cancer Institute · USMemorial Sloan Kettering Cancer Center · USUniversity of California, Los Angeles · USBroad Institute · USHarvard University · US

Funding

XPO1 inhibitors Selinexor and Eltanexor in Combination with Venetoclax and Decitabine (ASTX727) in AMLUM1CA186709 · NCI · DANA-FARBER CANCER INST · PI KEITH T FLAHERTY, DONALD W. KUFE · 2014 to 2026
$25.9M
Targeting Raf in Melanoma: Mechanisms for Effect & Resistance & Opportunities forP50CA093683 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI KUPPER, THOMAS S. · 2001 to 2012
$25.8M
Signatures of Kinase Activation in Cancer (MIT consortium)U54CA112962 · NCI · DANA-FARBER CANCER INSTITUTE · PI GOLUB, TODD R. · 2004 to 2014
$24.2M
MUC1-C Oncoprotein Evades Immune Destruction in Non-small Cell Lung CancerR01CA166480 · NCI · DANA-FARBER CANCER INST · PI KUFE, DONALD W., WONG, KWOK KIN · 2012 to 2021
$6.3M
Howard Hughes Medical InstituteNCI NIH HHS P50 CA093683NCI NIH HHS P50CA093683NCI NIH HHS R01 CA166480NCI NIH HHS U54 CA112962NCI NIH HHS U54CA112962NCI NIH HHS UM1 CA186709
6 · The paper itself

Abstract

Drug resistance presents a challenge to the treatment of cancer patients. Many studies have focused on cell-autonomous mechanisms of drug resistance. By contrast, we proposed that the tumour micro-environment confers innate resistance to therapy. Here we developed a co-culture system to systematically assay the ability of 23 stromal cell types to influence the innate resistance of 45 cancer cell lines to 35 anticancer drugs. We found that stroma-mediated resistance is common, particularly to targeted agents. We characterized further the stroma-mediated resistance of BRAF-mutant melanoma to RAF inhibitors because most patients with this type of cancer show some degree of innate resistance. Proteomic analysis showed that stromal cell secretion of hepatocyte growth factor (HGF) resulted in activation of the HGF receptor MET, reactivation of the mitogen-activated protein kinase (MAPK) and phosphatidylinositol-3-OH kinase (PI(3)K)-AKT signalling pathways, and immediate resistance to RAF inhibition. Immunohistochemistry experiments confirmed stromal cell expression of HGF in patients with BRAF-mutant melanoma and showed a significant correlation between HGF expression by stromal cells and innate resistance to RAF inhibitor treatment. Dual inhibition of RAF and either HGF or MET resulted in reversal of drug resistance, suggesting RAF plus HGF or MET inhibitory combination therapy as a potential therapeutic strategy for BRAF-mutant melanoma. A similar resistance mechanism was uncovered in a subset of BRAF-mutant colorectal and glioblastoma cell lines. More generally, this study indicates that the systematic dissection of interactions between tumours and their micro-environment can uncover important mechanisms underlying drug resistance.

Indexed as

Drug Resistance, NeoplasmAntineoplastic AgentsAntineoplastic Combined Chemotherapy ProtocolsCell Line, TumorCoculture TechniquesHepatocyte Growth FactorHumansIndolesMelanomaMolecular Targeted TherapyMutationPhosphatidylinositol 3-KinasesPrognosisProtein Kinase InhibitorsProteomicsProto-Oncogene Proteins B-rafAntineoplastic AgentsBRAF protein, humanHepatocyte Growth FactorIndolesMET protein, humanPhosphatidylinositol 3-KinasesPLX 4720Protein Kinase InhibitorsProto-Oncogene Proteins B-rafProto-Oncogene Proteins c-metSulfonamidesVemurafenib

Identifiers

PMID22763439
PMCPMC3711467
OpenAlexW2055624262

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.