Evidence map›Paper›PMID 27671678›Full record

ArticleCancer research2016

Spatial Proximity to Fibroblasts Impacts Molecular Features and Therapeutic Sensitivity of Breast Cancer Cells Influencing Clinical Outcomes.

Andriy Marusyk, Doris P Tabassum, Michalina Janiszewska, Andrew E Place, Anne Trinh, Andrii I Rozhok, Saumyadipta Pyne, Jennifer L Guerriero, Shaokun Shu, Muhammad Ekram and 10 more

Open access · bronzeAbstract read
In one paragraph

Article in Cancer research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers.

0numbers the graph read from it
0cells of the map it votes in
84citing papers in PubMed
6.0field-weighted citation impact, top 3% 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

84 citing papers in PubMed, 139 citations in OpenAlex.

  1. Article
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  4. Review
  5. Breast Cancer Progression by the FGF/FGFR Axis: A Metabolic Perspective.Journal of mammary gland biology and neoplasia · 2025
    Review
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  19. Friend or foe? The elusive role of hepatic stellate cells in liver cancer.Nature reviews. Gastroenterology & hepatology · 2023
    Review
  20. Article

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

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

20 authors at 3 institutions in 1 country.

Andriy MarusykDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts. Kornelia_polyak@dfci.harvard.edu andriy.marusyk@moffitt.org.
Doris P TabassumDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Michalina JaniszewskaDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Andrew E PlaceDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Anne TrinhDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Andrii I RozhokDepartment of Biochemistry and Molecular Genetics, University of Colorado, Aurora, Colorado.
Saumyadipta PyneDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Jennifer L GuerrieroDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Shaokun ShuDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Muhammad EkramDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Alexander IshkinThomson Reuters Healthcare & Science, Encinitas, California.
Daniel P CahillMassachusetts General Hospital, Boston, Massachusetts.
Yuri NikolskyThomson Reuters Healthcare & Science, Encinitas, California.
Timothy A ChanDepartment of Radiation Oncology, Memorial Sloan-Kettering Cancer Center, New York, New York.
Mothaffar F RimawiLester and Sue Smith Breast Center and the Dan L Duncan Comprehensive Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas.
Susan HilsenbeckLester and Sue Smith Breast Center and the Dan L Duncan Comprehensive Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas.
Rachel SchiffLester and Sue Smith Breast Center and the Dan L Duncan Comprehensive Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas.
Kent C OsborneLester and Sue Smith Breast Center and the Dan L Duncan Comprehensive Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas.
Antony LetaiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Kornelia PolyakDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts. Kornelia_polyak@dfci.harvard.edu andriy.marusyk@moffitt.org.
Brigham and Women's Hospital · USHarvard University · USMassachusetts General Hospital · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
Targeting intratumor heterogeneity in breast cancerR35CA197623 · NCI · DANA-FARBER CANCER INST · PI KORNELIA POLYAK · 2015 to 2026
$12.4M
Epithelial-stromal cell interactions in breast cancerR01CA116235 · NCI · DANA-FARBER CANCER INST · PI POLYAK, KORNELIA · 2006 to 2010
$1.8M
NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA116235NCI NIH HHS R35 CA197623
6 · The paper itself

Abstract

Using a three-dimensional coculture model, we identified significant subtype-specific changes in gene expression, metabolic, and therapeutic sensitivity profiles of breast cancer cells in contact with cancer-associated fibroblasts (CAF). CAF-induced gene expression signatures predicted clinical outcome and immune-related differences in the microenvironment. We found that fibroblasts strongly protect carcinoma cells from lapatinib, attributable to its reduced accumulation in carcinoma cells and an elevated apoptotic threshold. Fibroblasts from normal breast tissues and stromal cultures of brain metastases of breast cancer had similar effects as CAFs. Using synthetic lethality approaches, we identified molecular pathways whose inhibition sensitizes HER2

Indexed as

Breast NeoplasmsCell Line, TumorFibroblastsGene Expression ProfilingHumansTreatment Outcome

Identifiers

PMID27671678
PMCPMC5344673
OpenAlexW2527375200

What OpenQuestion holds

Textmetadata
LicenceTDM
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 OpenQuestion graph.