Evidence map›Paper›PMID 25361981›Full record

Trial reportAnnals of oncology : official journal of the European Society for Medical Oncology2015

Molecular subtype and tumor characteristics of breast cancer metastases as assessed by gene expression significantly influence patient post-relapse survival.

N P Tobin, J C Harrell, J Lövrot, S Egyhazi Brage, M Frostvik Stolt, L Carlsson, Z Einbeigi, B Linderholm, N Loman, M Malmberg and 7 more

Registry-linked trialAbstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in Annals of oncology : official journal of the European Society for Medical Oncology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01433614 (Treatment With the Combination of Epirubicin and Paclitaxel Alone or Together With Capecitabine as First Line Treatment in Metastatic Breast Cancer. A Multicenter, Randomized Phase III Study), which is not on this map. Cited by 59 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
59citing papers in PubMed, 1 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.

NCT01433614 phase3completednot on this map

Treatment With the Combination of Epirubicin and Paclitaxel Alone or Together With Capecitabine as First Line Treatment in Metastatic Breast Cancer. A Multicenter, Randomized Phase III Study

TypeinterventionalSponsorThomas HatschekRan2002 to 2013Enrolled304ConditionsMetastatic Breast CancerArmsEpirubicin, Paclitaxel, Capecitabine
3 · Its place in the literature

Who cites it

59 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

17 authors.

N P TobinDepartment of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet and University Hospital, Stockholm, Sweden.
J C HarrellDepartment of Genetics and Pathology, Lineberger Comprehensive Cancer Center, University of North Carolina-Chapel Hill, Chapel Hill, USA.
J LövrotDepartment of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet and University Hospital, Stockholm, Sweden.
S Egyhazi BrageDepartment of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet and University Hospital, Stockholm, Sweden.
M Frostvik StoltDepartment of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet and University Hospital, Stockholm, Sweden.
L CarlssonDepartment of Oncology, Sundsvall General Hospital, Sundsvall.
Z EinbeigiDepartment of Oncology, Sahlgrenska University Hospital, Gothenburg.
B LinderholmDepartment of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet and University Hospital, Stockholm, Sweden; Department of Oncology, Sahlgrenska University Hospital, Gothenburg.
N LomanDepartment of Oncology, Skåne University Hospital, Lund.
M MalmbergDepartment of Oncology, Skåne University Hospital, Helsingborg.
T WalzDepartment of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet and University Hospital, Stockholm, Sweden; Division of Oncology, Department of Clinical and Experimental Medicine, Faculty of Health Sciences, Linköping University, Linköping.
M FernöDepartment of Clinical Sciences, Division of Oncology and Pathology, Lund University, Lund, Sweden.
C M PerouDepartment of Genetics and Pathology, Lineberger Comprehensive Cancer Center, University of North Carolina-Chapel Hill, Chapel Hill, USA.
J BerghDepartment of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet and University Hospital, Stockholm, Sweden.
T HatschekDepartment of Oncology and Pathology, Cancer Center Karolinska, Karolinska Institutet and University Hospital, Stockholm, Sweden.
L S LindströmDepartment of Surgery, University of California at San Francisco (UCSF), San Francisco, USA; Department of Biosciences and Nutrition, Karolinska Institutet and University Hospital, Stockholm, Sweden. Electronic address: linda.lindstrom@ki.se.
TEX Trialists Group

Funding

Tissue Procurement & PathologyP50CA058223 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI CHARLES M PEROU · 1992 to 2026
$59.3M
Therapeutic Targeting of Breast Cancer Tumor Initiating CellsR01CA148761 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI PEROU, CHARLES M, ROSEN, JEFFREY MARK · 2010 to 2025
$6.5M
NCI NIH HHS P50 CA058223NCI NIH HHS P50-CA58223-09A1NCI NIH HHS R01 CA148761
6 · The paper itself

Abstract

backgroundWe and others have recently shown that tumor characteristics are altered throughout tumor progression. These findings emphasize the need for re-examination of tumor characteristics at relapse and have led to recommendations from ESMO and the Swedish Breast Cancer group. Here, we aim to determine whether tumor characteristics and molecular subtypes in breast cancer metastases confer clinically relevant prognostic information for patients. PATIENTS AND

methodsThe translational aspect of the Swedish multicenter randomized trial called TEX included 111 patients with at least one biopsy from a morphologically confirmed locoregional or distant breast cancer metastasis diagnosed from December 2002 until June 2007. All patients had detailed clinical information, complete follow-up, and metastasis gene expression information (Affymetrix array GPL10379). We assessed the previously published gene expression modules describing biological processes [proliferation, apoptosis, human epidermal receptor 2 (HER2) and estrogen (ER) signaling, tumor invasion, immune response, and angiogenesis] and pathways (Ras, MAPK, PTEN, AKT-MTOR, PI3KCA, IGF1, Src, Myc, E2F3, and β-catenin) and the intrinsic subtypes (PAM50). Furthermore, by contrasting genes expressed in the metastases in relation to survival, we derived a poor metastasis survival signature.

resultsA significant reduction in post-relapse breast cancer-specific survival was associated with low-ER receptor signaling and apoptosis gene module scores, and high AKT-MTOR, Ras, and β-catenin module scores. Similarly, intrinsic subtyping of the metastases provided statistically significant post-relapse survival information with the worst survival outcome in the basal-like [hazard ratio (HR) 3.7; 95% confidence interval (CI) 1.3-10.9] and HER2-enriched (HR 4.4; 95% CI 1.5-12.8) subtypes compared with the luminal A subtype. Overall, 25% of the metastases were basal-like, 32% HER2-enriched, 10% luminal A, 28% luminal B, and 5% normal-like.

conclusionsWe show that tumor characteristics and molecular subtypes of breast cancer metastases significantly influence post-relapse patient survival, emphasizing that molecular investigations at relapse provide prognostic and clinically relevant information. CLINICALTRIALS.GOV: This is the translational part of the Swedish multicenter and randomized trial TEX, clinicaltrials.gov identifier nct01433614 (http://www.clinicaltrials.gov/ct2/show/nct01433614).

Indexed as

Gene Expression Regulation, NeoplasticApoptosisbeta CateninBreastBreast NeoplasmsCaspase 3Disease-Free SurvivalEstrogen Receptor alphaFemaleHumansNeoplasm Recurrence, LocalProto-Oncogene Proteins c-aktras ProteinsTOR Serine-Threonine Kinasesbeta CateninCASP3 protein, humanCaspase 3ESR1 protein, humanEstrogen Receptor alphaMTOR protein, humanProto-Oncogene Proteins c-aktras ProteinsTOR Serine-Threonine Kinasesbiopsy at relapsebreast cancer metastasesgene expressiongene modulesmetastasis characteristicsTEX randomized trial

Identifiers

PMID25361981
PMCPMC4269343

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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.