Evidence map›Paper›PMID 27684533›Full record

ArticleJAMA oncology2017

RNA Sequencing to Predict Response to Neoadjuvant Anti-HER2 Therapy: A Secondary Analysis of the NeoALTTO Randomized Clinical Trial.

Debora Fumagalli, David Venet, Michail Ignatiadis, Hatem A Azim, Marion Maetens, Françoise Rothé, Roberto Salgado, Ian Bradbury, Lajos Pusztai, Nadia Harbeck and 13 more

Erratum issued Registry-linked trialOpen access · hybridAbstract read
In one paragraph

Article in JAMA oncology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT00553358 (Neo ALTTO), which is not on this map. Cited by 96 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
96citing papers in PubMed, 2 pooled it
6.3field-weighted citation impact, top 2% 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.

NCT00553358 phase3completednot on this map

Neo ALTTO (Neoadjuvant Lapatinib and/or Trastuzumab Treatment Optimisation) Study: A Randomised, Multicenter Open-label Phase III Study of Neoadjuvant Lapatinib, Trastuzumab and Their Combination Plus Paclitaxel in Women With HER2/ErbB2 Positive Primary Breast Cancer

TypeinterventionalSponsorNovartis PharmaceuticalsRan2008 to 2019Enrolled455ConditionsNeoplasms, BreastArmsLapatinib, Trastuzumab, Paclitaxel
3 · Its place in the literature

Who cites it

96 citing papers in PubMed, 2 syntheses or guidelines pooled it, 156 citations in OpenAlex.

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  11. NSABP B-41, a Randomized Neoadjuvant Trial: Genes and Signatures Associated with Pathologic Complete Response.Clinical cancer research : an official journal of the American Association for Cancer Research · 2020
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  18. Advances in Targeting HER2 across Cancer Subtypes: A Pan-Tumor Approach.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
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36 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

23 authors at 14 institutions in 10 countries.

Debora FumagalliBreast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
David VenetBreast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Michail IgnatiadisBreast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Hatem A AzimBreast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Marion MaetensBreast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Françoise RothéBreast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Roberto SalgadoBreast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Ian BradburyFrontier Science Scotland, Kincraig, Inverness-shire, Scotland.
Lajos PusztaiBreast Medical Oncology Section, Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut.
Nadia HarbeckBreast Center, Department of Obstetrics and Gynecology, University of Munich, Munich, Germany.
Henry GomezDepartment of Medical Oncology, Instituto Nacional de Enfermedades Neoplasicas, Lima, Peru.
Tsai-Wang ChangDepartment of Surgery, National Cheng Kung University Hospital, Tainan, Taiwan.
Maria Antonia Coccia-PortugalClinical Trial Department, Eastleigh Breast Care Centre, Pretoria, South Africa.
Serena Di CosimoDepartment of Oncology, Istituto Nazionale Tumori, Milan, Italy.
Evandro de AzambujaBreast European Adjuvant Study Team, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Lorena de la PeñaSOLTI-Breast Cancer Research Group, Barcelona, Spain.
Paolo NuciforoMolecular Oncology Laboratory, Vall d'Hebron Institute of Oncology, Barcelona, Spain.
Jan C BraseNovartis Pharmaceutical, Basel, Switzerland.
Jens HuoberDepartment of Obstetrics and Gynecology, University of Ulm, Ulm, Germany.
José BaselgaBreast Medicine Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
Martine PiccartDepartment of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Sherene LoiDivision of Cancer Medicine and Research, Peter MacCallum Cancer Center, East Melbourne, Victoria, Australia.
Christos SotiriouBreast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium15Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Institut Jules Bordet · BEUniversité Libre de Bruxelles · BEFondazione IRCCS Istituto Nazionale dei Tumori · ITFrontier Science Foundation · CHInstituto Nacional de Enfermedades Neoplásicas · PEMemorial Sloan Kettering Cancer Center · USNational Cheng Kung University Hospital · TWNovartis (Switzerland) · CHPeter MacCallum Cancer Centre · AURight to Care · ZASolti · ESUniversität Ulm · DEVall d'Hebron Institute of OncologyYale Cancer Center · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
NCI NIH HHS P30 CA008748
6 · The paper itself

Abstract

importanceIn neoadjuvant trials, treatment of human epidermal growth factor receptor 2 (HER2)-positive breast cancers with dual HER2 blockade resulted in increased pathologic complete response (pCR) rates compared with each targeted agent alone. Amplification and/or overexpression of HER2 currently remains the only biomarker for therapeutic decisions, but it is insufficient to explain the heterogeneous response to anti-HER2 agents.

objectiveTo investigate the ability of clinically and biologically relevant genes and gene signatures (GSs) measured by RNA sequencing to predict the efficacy of anti-HER2 agents. DESIGN, SETTING, AND

participantsThe neoadjuvant NeoALTTO trial randomized 455 women with HER2-positive early-stage breast cancer to trastuzumab, lapatinib, or the combination for 6 weeks followed by the addition of weekly paclitaxel for 12 weeks, followed by 3 cycles of fluorouracil, epirubicin, and cyclophosphamide after surgery. The present substudy, which was planned in the NeoALTTO main protocol, evaluated the association of pretreatment gene expression levels defined using RNA sequencing with pCR and event-free survival (EFS). MAIN OUTCOMES AND MEASURES: Gene expression-based biomarkers using RNA sequencing were examined for their association with response to anti-HER2 therapy and long-term outcome.

resultsSequencing data were available for 254 (56%) of the NeoALTTO participants (mean [SD] age of substudy participants, 48.8 [11.2] years). The expression of ERBB2/HER2 was the most significant predictor of pCR, followed by HER2-enriched subtype, ESR1, treatment arm, ER immunohistochemical analysis scores, Genomic Grade Index, immune, proliferation, and AKT/mTOR GSs. Adjusting for clinicopathological variables and treatment arms, ERBB2/HER2, HER2-enriched subtype, ESR1, and Genomic Grade Index remained significant. Immune GSs were associated with higher pCR only in the combination arm (odds ratio, 2.1; 95% CI, 1.2-4.0; interaction test P = .01), while the stroma GSs were significantly associated with higher pCR in the single arms and with lower pCR in the combination arm (odds ratio, 0.46; 95% CI, 0.25-0.84; P = .009). None of the evaluated variables was associated with EFS after correction for multiple testing, but this analysis was underpowered. CONCLUSIONS AND RELEVANCE: High levels of ERBB2/HER2 and low levels of ESR1 were associated with pCR in all treatment arms. In the combination arm, high expression of immune and stroma GSs were significantly associated with higher and lower pCR rates, respectively, and should be further explored as candidate predictive markers.

trial registrationclinicaltrials.gov Identifier: NCT00553358.

Identifiers

PMID27684533
PMCPMC5374044
OpenAlexW2524552969

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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.