Evidence map›Paper›PMID 34465600›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2021

Alpha-smooth Muscle Actin Expression in the Stroma Predicts Resistance to Trastuzumab in Patients with Early-stage HER2-positive Breast Cancer.

Ioannis A Vathiotis, Myrto K Moutafi, Prajan Divakar, Thazin Nwe Aung, Tao Qing, Aileen Fernandez, Vesal Yaghoobi, Sarra El-Abed, Yingbo Wang, Sebastien Guillaume and 13 more

Open access · bronzeAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
2.6field-weighted citation impact, top 7% 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

24 citing papers in PubMed, 33 citations in OpenAlex.

  1. Postpartum breast cancer: evidence for a distinct phenotype.Journal of the National Cancer Institute · 2026
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  7. Cold and hot tumors: from molecular mechanisms to targeted therapy.Signal transduction and targeted therapy · 2024
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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

23 authors at 13 institutions in 10 countries.

Ioannis A VathiotisDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut.ORCID 0000-0003-3467-7629
Myrto K MoutafiDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut.ORCID 0000-0002-9314-3187
Prajan DivakarNanoString Technologies, Seattle, Washington.
Thazin Nwe AungDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut.ORCID 0000-0003-4150-0426
Tao QingYale Cancer Center, Yale School of Medicine, New Haven, Connecticut.
Aileen FernandezDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut.
Vesal YaghoobiDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut.ORCID 0000-0001-6534-1293
Sarra El-AbedBreast International Group, Brussels, Belgium.ORCID 0000-0002-8783-9671
Yingbo WangNovartis Pharma AG, Basel, Switzerland.
Sebastien GuillaumeInstitut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium.ORCID 0000-0001-9308-9718
Paolo NuciforoMolecular Oncology Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.ORCID 0000-0003-1380-0990
Jens HuoberDepartment of Obstetrics and Gynaecology of the University of Ulm, Ulm, Germany.ORCID 0000-0002-8618-1820
Serena Di CosimoFondazione IRCCS Instituto Nazionale dei Tumori, Milano, Italy.
Sung-Bae KimAsan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of South Korea.ORCID 0000-0001-5588-8332
Nadia HarbeckBreast Center, Ludwig-Maximilians-University, University Hospital, Munich, Germany.ORCID 0000-0002-9744-7372
Henry GomezInstituto Nacional de Enfermedades Neoplasicas, Lima, Peru.ORCID 0000-0002-3415-9701
Saba ShafiDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut.
Konstantinos N SyrigosDepartment of Medicine, National and Kapodistrian University of Athens School of Medicine, Athens, Greece.
George FountzilasAristotle University of Thessaloniki, Thessaloniki, Greece.
Christos SotiriouInstitut Jules Bordet, Université Libre de Bruxelles (ULB), Brussels, Belgium.ORCID 0000-0002-5745-9977
Lajos PusztaiYale Cancer Center, Yale School of Medicine, New Haven, Connecticut.ORCID 0000-0001-9632-6686
Sarah WarrenNanoString Technologies, Seattle, Washington.
David L RimmDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut. david.rimm@yale.edu.ORCID 0000-0001-5820-4397
Yale Cancer Center · USInstitut Jules Bordet · BENanostring Technologies (United States) · USAristotle University of Thessaloniki · GRBreast International Group · BEFondazione IRCCS Istituto Nazionale dei Tumori · ITInstituto Nacional de Enfermedades Neoplásicas · PELudwig-Maximilians-Universität München · DENational and Kapodistrian University of Athens · GRNovartis (Switzerland) · CHUniversität Ulm · DEUniversity of Ulsan · KRVall d'Hebron Institut de Recerca · ES

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Yale Pathology Tissue Services Shared ResourceP30CA016359 · NCI · YALE UNIVERSITY · PI BARBARA BURTNESS · 1985 to 2026
$85.0M
Yale SPORE in Lung Cancer (YSILC): The Biology and Personalized Treatment of Lung CancerP50CA196530 · NCI · YALE UNIVERSITY · PI KATERINA Abigail POLITI · 2015 to 2026
$31.1M
NRSA Training CoreTL1TR001864 · NCATS · YALE UNIVERSITY · PI CANTLEY, LLOYD G, EDELMAN, E. JENNIFER · 2016 to 2025
$9.9M
Immune biological differences between Triple Negative Breast Cancer in African American and non-African American women and potential immunotherapy opportunities to improve treatment outcomeR01CA219647 · NCI · YALE UNIVERSITY · PI PUSZTAI, LAJOS · 2017 to 2020
$2.0M
NCATS NIH HHS TL1 TR001864NCATS NIH HHS UL1 TR001863NCI NIH HHS P30 CA016359NCI NIH HHS P50 CA196530NCI NIH HHS R01 CA219647
6 · The paper itself

Abstract

purposeThe companion diagnostic test for trastuzumab has not changed much in the last 25 years. We used high-plex digital spatial profiling to identify biomarkers besides HER2 that can help predict response to trastuzumab in HER2-positive breast cancer. EXPERIMENTAL

designFifty-eight protein targets were measured in three different molecularly defined compartments by the NanoString GeoMx Digital Spatial Profiler (DSP) in a tissue microarray containing 151 patients with breast cancer that received adjuvant trastuzumab as part of the Hellenic Cooperative Oncology Group 10/05 clinical trial. Promising candidate biomarkers were orthogonally validated with quantitative immunofluorescence (QIF). RNA-sequencing data from the Neoadjuvant Lapatinib and/or Trastuzumab Treatment Optimisation Study (NeoALTTO) were accessed to provide independent cohort validation. Disease-free survival (DFS) was the main outcome assessed. Statistical analyses were performed using a two-sided test (α = 0.05) and multiple testing correction (Benjamini-Hochberg method, FDR < 0.1).

resultsBy DSP, high expression of alpha-smooth muscle actin (α-SMA), both in the leukocyte and stromal compartments, was associated with shorter DFS in univariate analysis (

conclusionsThis work identifies α-SMA as a novel, easy-to-implement biomarker of resistance to trastuzumab that may be valuable in settings where trastuzumab is combined with other therapies.

Indexed as

Breast NeoplasmsActinsAntineoplastic Combined Chemotherapy ProtocolsChemotherapy, AdjuvantDisease-Free SurvivalErb-b2 Receptor Tyrosine KinasesFemaleHumansMuscle, SmoothNeoadjuvant TherapyTrastuzumabTreatment OutcomeActinsErb-b2 Receptor Tyrosine KinasesTrastuzumab

Identifiers

PMID34465600
PMCPMC8595766
OpenAlexW3196834685

What Socratic 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 Socratic graph.