Molecular biomarkers for the prognosis of breast cancer: role of amino acid metabolism genes

The development of precise molecular biomarkers for breast cancer prognosis holds immense potential to improve treatment outcomes. This study aimed to investigate the role of amino acid metabolism genes as predictive markers for breast cancer prognosis and their association with the immune-tumour mi...

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Vydané v:	Journal of physiology and biochemistry Ročník 81; číslo 2; s. 441 - 457
Hlavní autori:	Zhou, Yudong, Yu, Shibo, Zhu, Lizhe, Wang, Yalong, Duan, Chenglong, Li, Danni, Du, Jinsui, Zhang, Jiaqi, Zhang, Jianing, Ma, Ruichao, He, Jianjun, Ren, Yu, Wang, Bin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Dordrecht Springer Netherlands 01.05.2025 Springer Nature B.V
Predmet:	Algorithms Amino acids Amino Acids - metabolism Animal Physiology Bioinformatics Biomarkers Biomarkers, Tumor - genetics Biomarkers, Tumor - metabolism Biomedical and Life Sciences Biomedicine Breast cancer Breast Neoplasms - diagnosis Breast Neoplasms - genetics Breast Neoplasms - immunology Breast Neoplasms - metabolism Breast Neoplasms - mortality Breast Neoplasms - pathology Cancer therapies Cell proliferation Chemotherapy Cluster analysis Computational Biology Customization Data analysis Female Fibroblasts Gene expression Gene Expression Regulation, Neoplastic Genes Human Physiology Humans Immune status Impact analysis Learning algorithms Machine Learning Medical prognosis Metabolism Methionine Middle Aged Nomograms Penicillin Prognosis Regression analysis Risk Survival Therapeutic targets Tumor Microenvironment Immune microenvironment Breast cancer Amino acid metabolism-related genes Prognosis Machine learning
ISSN:	1138-7548, 1877-8755, 1877-8755
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