生物标志物
线粒体
生物
转录组
细胞器
计算生物学
细胞
诊断生物标志物
癌症
组学
癌细胞
代谢组学
生物信息学
细胞生物学
遗传学
基因
生物化学
基因表达
作者
Sukanya Gayan,Gargee Joshi,Tuli Dey
标识
DOI:10.1093/intbio/zyac008
摘要
Cancer is a highly fatal disease without effective early-stage diagnosis and proper treatment. Along with the oncoproteins and oncometabolites, several organelles from cancerous cells are also emerging as potential biomarkers. Mitochondria isolated from cancer cells are one such biomarker candidates. Cancerous mitochondria exhibit different profiles compared with normal ones in morphology, genomic, transcriptomic, proteomic and metabolic landscape. Here, the possibilities of exploring such characteristics as potential biomarkers through single-cell omics and Artificial Intelligence (AI) are discussed. Furthermore, the prospects of exploiting the biomarker-based diagnosis and its futuristic utilization through circulatory tumor cell technology are analyzed. A successful alliance of circulatory tumor cell isolation protocols and a single-cell omics platform can emerge as a next-generation diagnosis and personalized treatment procedure.
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