Neural Analyses Validate and Emphasize the Role of Progesterone Receptor in Breast Cancer Progression and Prognosis

被引:0
作者
Caronongan, Arturo, III [1 ]
Venturini, Barbara [2 ]
Canuti, Debora [3 ]
Dlay, Satnam [4 ]
Naguib, Raouf N. G. [5 ,6 ]
Sherbet, Gajanan V. [4 ,7 ]
机构
[1] De La Salle Univ, Coll Comp Studies, Manila 1004, Philippines
[2] Romagna Local Hlth Unit, Dept Oncol, Rimini, Italy
[3] Romagna Local Hlth Unit, Canc Screening Ctr, Rimini, Italy
[4] Newcastle Univ, Sch Elect & Elect Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[5] BIOCORE Res & Consultancy Int, Liverpool, Merseyside, England
[6] Liverpool Hope Univ, Fac Sci, Liverpool, Merseyside, England
[7] Inst Mol Med, Huntington Beach, CA USA
关键词
Breast cancer; multilayer perceptron artificial neural networks; oestrogen receptor; progesterone receptor; progression; prognosis; LIGAND-BINDING ASSAY; ESTROGEN-RECEPTOR; ENDOCRINE RESPONSIVENESS; PREDICTING RESPONSE; EXPRESSION; TAMOXIFEN; IMMUNOHISTOCHEMISTRY; THERAPY; PROTEINS; EFFICACY;
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Oestrogen receptor (ER) expression is routinely measured in breast cancer management, but the clinical merits of measuring progesterone receptor (PR) expression have remained controversial, Hence the major objective of this study was to assess the potential of PR as a predictor of response to endocrine therapy. We report on analyses of the relative importance of ER and PR for predicting prognosis using robust multilayer perceptron artificial neural networks, Receptor determinations use immunohistochemical (IHC) methods or radioactive ligand binding assays (LBA). In view of the heterogeneity of intratumoral receptor distribution, we examined the relative merits of the IHC and LBA methods. Our analyses reveal a more significant correlation of IHCdetermined PR than ER with both nodal status and 5-year disease freesurvival (DES). In LBA, PR displayed higher correlation with survival and ER with nodal status. There was concordance of correlation of PR with DES by both IHC and LBA. This study suggests a clear distinction between PR and ER, with PR displaying greater correlation than ER with disease progression and prognosis, and emphasizes the marked superiority of the IHC method over LBA. These findings may be valuable in the management of patients with breast cancer.
引用
收藏
页码:1909 / 1915
页数:7
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