前列腺癌的个性化管理:从分子和成像标记到放射基因组学。

IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Polish Journal of Radiology Pub Date : 2022-01-26 eCollection Date: 2022-01-01 DOI:10.5114/pjr.2022.113204
Yulian Mytsyk, Andriy Borzhiyevs'kyy, Yuriy Kobilnyk, A V Shulyak, Ihor Dutka, Oleksandr Borzhiyevs'kyy, Andrzej Górecki
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引用次数: 3

摘要

目的:前列腺癌(PCa)是男性第二大常见癌症。在人类基因组测序时代,指导基于个人临床风险因素的治疗策略的冲动已经发展起来。迄今为止,管理PCa患者的个性化方法尚未开发。放射基因组学是一个相对较新的术语,用于研究与肿瘤影像学特征相关的遗传变异,以改善疾病病程的预测。材料和方法:本研究综述了放射基因组学在前列腺癌个性化治疗中的潜在临床应用。结果:最近的研究已经证明,通过结合个体遗传肿瘤特征和放射学分析(放射学-分子相关性)的数据,与传统的分期程序相结合,以个性化PCa的治疗,可以改善PCa病程的预测,并且可以避免惰性癌症的过度治疗。研究发现,多参数MRI和基因表达数据的结合可以检测PCa的放射学特征,这些特征与许多与不良结果相关的基因特征相关。研究发现,一些分子标记可能会推动肿瘤的早期发展,从而区分前列腺癌的分期,并与侵袭性相关的放射学特征相关。结论:前列腺癌的放射基因组学并不是一个全面研究的肿瘤学领域。基因组学和放射组学的结合作为未来精准医学的整合部分,有可能成为PCa管理个性化方法的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Personalized management of prostate cancer: from molecular and imaging markers to radiogenomics.

Purpose: Prostate cancer (PCa) is the second most common cancer in men. The urge to guide treatment tactics based on personal clinical risk factors has evolved in the era of human genome sequencing. To date, personalized approaches to managing PCa patients have not yet been developed. Radiogenomics is a relatively new term, used to refer to the study of genetic variation associated with imaging features of the tumour in order to improve the prognostication of the disease course.

Material and methods: The study is a review of recent knowledge regarding potential clinical applications of radiogenomics in personalized treatment of PCa.

Results: Recent investigations have proven that by combining data on individual genetic tumour features, and radiomic profiling (radiologic-molecular correlation), with traditional staging procedures in order to personalize treatment of PCa, an improved prognostication of PCa course can be performed, and overtreatment of indolent cancer can be avoided. It was found that a combination of multiparametric MRI and gene expression data allowed the detection of radiomic features of PCa, which correlated with a number of gene signatures associated with adverse outcomes. It was revealed that several molecular markers may drive tumour upstaging, allowed the distinction between the PCa stages, and correlated with aggressiveness-related radiomic features.

Conclusions: The radiogenomics of PCa is not a comprehensively investigated area of oncourology. The combination of genomics and radiomics as integrative parts of precision medicine in the future has the potential to become the foundation for a personalized approach to the management of PCa.

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来源期刊
Polish Journal of Radiology
Polish Journal of Radiology RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
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