Pharmacogenomics and Big Data in medical oncology: developments and challenges.

IF 4.3 2区 医学 Q2 ONCOLOGY Therapeutic Advances in Medical Oncology Pub Date : 2024-10-18 eCollection Date: 2024-01-01 DOI:10.1177/17588359241287658
Loredana G Marcu, David C Marcu
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Abstract

Medical oncology, through conventional chemotherapy as well as targeted drugs, remains an important component of cancer patient management, particularly for systemic disease. Despite advances in all areas of medical oncology, certain challenges persist in the form of drug resistance and severe normal tissue toxicity. These unwanted effects can be counteracted through a patient-tailored treatment approach, which in chemotherapy is translated as pharmacogenomics. This research field investigates the way genetic makeup influences a patient's response to various drugs with the aim to minimize trial-and-error associated with drug administration. The paper introduces the role, advances and challenges of pharmacogenomics, highlighting the importance of Big Data mining to reveal the mechanisms behind drug-gene pair interaction for better patient outcomes. International consortiums have prioritized their focus on the clinical implementation of pharmacogenomics while tackling the challenges ahead: data standardization, ethical aspects and the education of physicians and patients alike to comprehend the power of pharmacogenomics to transform medical oncology.

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肿瘤内科学中的药物基因组学和大数据:发展与挑战。
通过传统化疗和靶向药物进行的肿瘤内科治疗仍然是癌症患者治疗的重要组成部分,尤其是对于全身性疾病。尽管肿瘤内科学在各个领域都取得了进展,但耐药性和严重的正常组织毒性等问题依然存在。这些不良反应可以通过为患者量身定制的治疗方法来消除,在化疗领域,这种方法被称为药物基因组学。这一研究领域调查基因构成如何影响病人对各种药物的反应,目的是最大限度地减少与用药相关的试验和错误。本文介绍了药物基因组学的作用、进展和挑战,强调了大数据挖掘在揭示药物与基因配对相互作用背后的机制以改善患者预后方面的重要性。国际联盟已将重点放在药物基因组学的临床实施上,同时应对未来的挑战:数据标准化、伦理问题以及对医生和患者的教育,使他们了解药物基因组学改变肿瘤内科学的力量。
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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来源期刊
CiteScore
8.20
自引率
2.00%
发文量
160
审稿时长
15 weeks
期刊介绍: Therapeutic Advances in Medical Oncology is an open access, peer-reviewed journal delivering the highest quality articles, reviews, and scholarly comment on pioneering efforts and innovative studies in the medical treatment of cancer. The journal has a strong clinical and pharmacological focus and is aimed at clinicians and researchers in medical oncology, providing a forum in print and online for publishing the highest quality articles in this area. This journal is a member of the Committee on Publication Ethics (COPE).
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