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.
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.
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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.
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
Who cites it
59 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Prognostic value of intrinsic subtypes in hormone-receptor-positive metastatic breast cancer: systematic review and meta-analysis.ESMO open · 2023Pooled it
- Immune gene expression and response to chemotherapy in advanced breast cancer.British journal of cancer · 2018Trial
- Integrated Clinical-Molecular Risk Stratification in Diffuse Large B-Cell Lymphoma: Machine Learning Survival Analysis.JMIR medical informatics · 2026Article
- ALDH3A2 targets arachidonic acid to promote cell metastasis in TNBC via AMPK/m-TOR signaling pathway.Breast cancer research : BCR · 2025Article
- Clinical significance of androgen receptor in unilateral invasive breast cancer in women.European journal of medical research · 2025Article
- Prognostic and predictive implications of sterile alpha motif and HD domain-containing protein 1 (SAMHD1) expression in breast cancer.International journal of cancer · 2025Article
- Identification of Genes Crucial for Biological Processes in Breast Cancer Liver Metastasis Relapse.International journal of molecular sciences · 2024Article
- Molecular subtyping improves breast cancer diagnosis in the Copenhagen Breast Cancer Genomics Study.JCI insight · 2024Article
- Clinically relevant gene signatures provide independent prognostic information in older breast cancer patients.Breast cancer research : BCR · 2024Article
- Bioinformatics analysis of the potentially functional circRNA-miRNA-mRNA network in breast cancer.PloS one · 2024Article
- A genetic mosaic mouse model illuminates the pre-malignant progression of basal-like breast cancer.Disease models & mechanisms · 2023Article
- Distinct shared and compartment-enriched oncogenic networks drive primary versus metastatic breast cancer.Nature communications · 2023Article
- Article
- Lymph node metastasis-dependent molecular classification in papillary thyroid carcinoma defines aggressive metastatic outgrowth.Clinical and translational medicine · 2023Article
- Molecular subtypes predict the preferential site of distant metastasis in advanced breast cancer: a nationwide retrospective study.Frontiers in oncology · 2023Article
- Myricetin-induced apoptosis in triple-negative breast cancer cells through inhibition of the PI3K/Akt/mTOR pathway.Medical oncology (Northwood, London, England) · 2022Review
- Clinical and molecular characteristics of estrogen receptor-positive ultralow risk breast cancer tumors identified by the 70-gene signature.International journal of cancer · 2022Article
- Therapeutic progress and challenges for triple negative breast cancer: targeted therapy and immunotherapy.Molecular biomedicine · 2022Review
- Advances in the Structural and Physiological Functions of SHARPIN.Frontiers in immunology · 2022Review
- Socioeconomic, Clinical, and Molecular Features of Breast Cancer Influence Overall Survival of Latin American Women.Frontiers in oncology · 2022Article
Corrections and comments
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Authors and funding
17 authors.
Funding
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).
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