Evidence map›Paper›PMID 27310713›Full record

ArticlePloS one2016

Refinement of Triple-Negative Breast Cancer Molecular Subtypes: Implications for Neoadjuvant Chemotherapy Selection.

Brian D Lehmann, Bojana Jovanović, Xi Chen, Monica V Estrada, Kimberly N Johnson, Yu Shyr, Harold L Moses, Melinda E Sanders, Jennifer A Pietenpol

2 registry-linked trialsAbstract read
In one paragraph

Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 832 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
832citing papers in PubMed, 2 pooled it
–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.

NCT04360941 phase1active not recruitingnot on this mapstarted 2020, after this paper: background citation

PAveMenT: Phase Ib Study of Palbociclib and Avelumab in Metastatic AR+ Triple Negative Breast Cancer

TypeinterventionalSponsorRoyal Marsden NHS Foundation TrustRan2020 to 2027Enrolled45ConditionsTriple Negative Breast Cancer, Locally Advanced Breast Cancer, Recurrent Breast Cancer, Metastatic Breast CancerArmsPalbociclib, Avelumab
NCT04931446 unknown statusnot on this mapstarted 2021, after this paper: background citation

Research on Neuroendocrine Neoplasm in a Single Center Based on Multi-omics Integrated Analysis

TypeobservationalSponsorXian-Jun YuRan2021 to 2022Enrolled200ConditionsNeuroendocrine NeoplasmArmsBiopsy/surgical tissue and peripheral blood
3 · Its place in the literature

Who cites it

832 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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  19. Time- and dose-dependent regulation of circular RNAs in the response of triple-negative breast cancer cells to ionizing radiation.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Article
  20. Review

772 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

9 authors.

Brian D LehmannDepartment of Biochemistry, Vanderbilt University, Nashville, Tennessee, United States of America.
Bojana JovanovićDepartment of Medical Oncology, Dana-Farber Cancer Institute, Harvard University, Boston, MA, United States of America.
Xi ChenDivision of Biostatistics, Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, United States of America.
Monica V EstradaDepartment of Medicine, Breast Cancer Research Program, Vanderbilt University, Nashville, Tennessee, United States of America.
Kimberly N JohnsonDepartment of Biochemistry, Vanderbilt University, Nashville, Tennessee, United States of America.
Yu ShyrCenter for Quantitative Sciences, Division of Cancer Biostatistics, Department of Biostatistics, Vanderbilt University, Nashville, Tennessee, United States of America.
Harold L MosesDepartment of Cancer Biology, Vanderbilt University, Nashville, Tennessee, United States of America.
Melinda E SandersDepartment of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, Tennessee, United States of America.
Jennifer A PietenpolDepartment of Biochemistry, Vanderbilt University, Nashville, Tennessee, United States of America.

Funding

Tumor Immunology and Microenvironment Research ProgramP30CA068485 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI MATTHEW J TYSKA · 1995 to 2026
$172.8M
TISSUE CoreP50CA098131 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI PARK, BEN HO, PIETENPOL, JENNIFER A · 2003 to 2024
$48.7M
Shop Module CoreP30EY008126 · NEI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Kevin L Schey · 1989 to 2026
$19.6M
VANTAGE:Consolidation to create the Vanderbilt Technologies for Advanced GenomicsG20RR030956 · NCRR · VANDERBILT UNIVERSITY · PI PIETENPOL, JENNIFER A · 2010 to 2010
$8.7M
TGF BETA SUPPRESSION AND PROMOTION OF MAMMARY CARCINOMASR01CA085492 · NCI · VANDERBILT UNIVERSITY · PI MOSES, HAROLD L, WEAVER, VALERIE MARIE · 2000 to 2015
$6.4M
TGF-beta in Mammary Development and TumorigenesisR01CA102162 · NCI · VANDERBILT UNIVERSITY · PI MOSES, HAROLD L · 2003 to 2013
$4.5M
p63 Signaling in Epithelial Cell Growth and CancerR01CA105436 · NCI · VANDERBILT UNIVERSITY · PI PIETENPOL, JENNIFER A · 2004 to 2014
$3.1M
NCI NIH HHS P30 CA068485NCI NIH HHS P50 CA098131NCI NIH HHS R01 CA085492NCI NIH HHS R01 CA102162NCI NIH HHS R01 CA105436NCRR NIH HHS G20 RR030956NEI NIH HHS P30 EY008126
6 · The paper itself

Abstract

Triple-negative breast cancer (TNBC) is a heterogeneous disease that can be classified into distinct molecular subtypes by gene expression profiling. Considered a difficult-to-treat cancer, a fraction of TNBC patients benefit significantly from neoadjuvant chemotherapy and have far better overall survival. Outside of BRCA1/2 mutation status, biomarkers do not exist to identify patients most likely to respond to current chemotherapy; and, to date, no FDA-approved targeted therapies are available for TNBC patients. Previously, we developed an approach to identify six molecular subtypes TNBC (TNBCtype), with each subtype displaying unique ontologies and differential response to standard-of-care chemotherapy. Given the complexity of the varying histological landscape of tumor specimens, we used histopathological quantification and laser-capture microdissection to determine that transcripts in the previously described immunomodulatory (IM) and mesenchymal stem-like (MSL) subtypes were contributed from infiltrating lymphocytes and tumor-associated stromal cells, respectively. Therefore, we refined TNBC molecular subtypes from six (TNBCtype) into four (TNBCtype-4) tumor-specific subtypes (BL1, BL2, M and LAR) and demonstrate differences in diagnosis age, grade, local and distant disease progression and histopathology. Using five publicly available, neoadjuvant chemotherapy breast cancer gene expression datasets, we retrospectively evaluated chemotherapy response of over 300 TNBC patients from pretreatment biopsies subtyped using either the intrinsic (PAM50) or TNBCtype approaches. Combined analysis of TNBC patients demonstrated that TNBC subtypes significantly differ in response to similar neoadjuvant chemotherapy with 41% of BL1 patients achieving a pathological complete response compared to 18% for BL2 and 29% for LAR with 95% confidence intervals (CIs; [33, 51], [9, 28], [17, 41], respectively). Collectively, we provide pre-clinical data that could inform clinical trials designed to test the hypothesis that improved outcomes can be achieved for TNBC patients, if selection and combination of existing chemotherapies is directed by knowledge of molecular TNBC subtypes.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsAntineoplastic AgentsComputational BiologyDatasets as TopicDisease ProgressionFemaleGene ExpressionGene Expression ProfilingHumansImmunohistochemistryLaser Capture MicrodissectionLymphocytes, Tumor-InfiltratingMicroarray AnalysisNeoadjuvant TherapyNeoplasm GradingNeoplasm ProteinsAntineoplastic AgentsNeoplasm Proteins

Identifiers

PMID27310713
PMCPMC4911051

What OpenQuestion holds

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Registered trials

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.