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SPAG5 as a prognostic biomarker and chemotherapy sensitivity predictor in breast cancer: a retrospective, integrated genomic, transcriptomic, and protein analysis
- Source :
- The Lancet Oncology. 17:1004-1018
- Publication Year :
- 2016
- Publisher :
- Elsevier BV, 2016.
-
Abstract
- Background: Although the use of proliferation markers/profiles has been recommended when choosing the appropriate systemic-treatment for breast cancer (BC), the best molecular-marker/test that should be used needs to be identified. \ud \ud Methods: To identify factors that drive proliferation and its associated features in BC an artificial neural network (ANN) based integrative data-mining methodology was applied to three cohorts [(Nottingham-discovery (ND), Uppsala and METABRIC (Molecular Taxonomy of Breast Cancer International Consortium)]. The most prominent genes in the resulting interactome-map were then identified. Given that SPAG5 was associated with many features of proliferation, featured prominently in the interactome-map and has a fundamental role in mitotic-progression,, we hypothesized that it could be a better indicator of proliferation activity. (BC). Subsequently to test if it could provide a more accurate guide for the delivery of systemic therapies in BC, we investigated the clinico-pathological utility of SPAG5: gene copy number aberrations (CNAs); mRNA and protein expression, in over 10,000 BCs. Integrated analysis of SPAG5-gene CNAs, transcript and protein expression was conducted in the ND cohort (n=171) and validated in the METABRIC cohort (n=1980). In addition, the associations of SPAG5 CNAs, transcript and/or protein with BC specific survival (BCSS), disease free survival (DFS) and/or distant relapse free survival (DRFS) were analysed in multiple cohorts including Uppsala (n=249), METABRIC, three-untreated lymph node (LN) negative cohorts (n=684), a combined multicentre clinical data set (n=5439), Nottingham historical early-stage-primary BC (Nottingham-HES-BC; n=1650), Nottingham oestrogen receptor (ER) negative BC (n=697), Nottingham anthracycline-Neoadjuvant-chemotherapy (Nottingham-AC-Neo-ACT; n=200), and MD Anderson Cancer Centre Taxane/anthracycline (MDACC-T/AC-Neo-ACT; n=508) cohorts. The association of SPAG5 transcript and protein expression with pathological response rate (pCR) were also tested in [MDACC-T/AC-Neo-ACT (n=508) and the phase II trial NCT00455533; n=253)] and [Nottingham-AC-Neo-ACT (n=200)] cohorts; respectively. \ud \ud Findings: SPAG5 gene gain/amplification at the Ch17q11·2 locus was found in 10.4% of BC (206/1980 (; METABRIC) and was reported in 19·4% of PAM50-HER2 (46/237) and 17·8% of PAM50-LumB (87/488). SPAG5-CNA gain/amplification and high SPAG5-transcript and SPAG5-protein were associated with increased risk of death from BC [Uppsala; (HR (CI 95%): 1·50 (1·18-1·92); p=0·00010, METABRIC; (HR (CI 95%): 1·68 (1·40-2·01) p
- Subjects :
- Adult
0301 basic medicine
Oncology
medicine.medical_specialty
Nottingham Breast Cancer Research Centre
Proteome
Anthracycline
medicine.medical_treatment
Breast Neoplasms
Cell Cycle Proteins
Bioinformatics
03 medical and health sciences
0302 clinical medicine
Breast cancer
Internal medicine
Antineoplastic Combined Chemotherapy Protocols
Biomarkers, Tumor
medicine
Humans
Survival rate
Neoadjuvant therapy
Aged
Neoplasm Staging
Retrospective Studies
Taxane
business.industry
Case-control study
Retrospective cohort study
Genomics
Middle Aged
Prognosis
medicine.disease
Neoadjuvant Therapy
Survival Rate
030104 developmental biology
Case-Control Studies
030220 oncology & carcinogenesis
Cohort
Female
Transcriptome
business
Follow-Up Studies
Subjects
Details
- ISSN :
- 14702045 and 14745488
- Volume :
- 17
- Database :
- OpenAIRE
- Journal :
- The Lancet Oncology
- Accession number :
- edsair.doi.dedup.....e3b3621e704ada40ba0ef917ee212431
- Full Text :
- https://doi.org/10.1016/s1470-2045(16)00174-1