Catalogue of Somatic Mutations in Cancer Database and Structural Modeling Analysis of CYP2D6 Mutations in Human Cancers.

IF 3.1 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Kennedy Kuchinski, Nathaniel King, Julia Driggers, Kylie Lawson, Martin Vo, Shayne Skrtic, Connor Slattery, Rebecca Lane, Emma Simone, Stephen A Mills, Wilber Escorcia, Hanna Wetzel
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引用次数: 0

Abstract

Single nucleotide polymorphisms (SNPs) in cytochrome P450 (CYP450) enzymes alter the metabolism of a variety of drugs. Numerous medications, including chemotherapies, are metabolized by CYP450 enzymes, making the expression of this suite of enzymes in tumor cells relevant to prescription regimens for patients with cancer. We analyzed the characteristics of mutations of the cytochrome P450 2D6 (CYP2D6) enzymes in cancer patients obtained from the Catalogue of Somatic Mutations in Cancer (COSMIC), including mutation type, age of the patient, tissue type, and histology. Mutations were analyzed through the Cancer-Related Analysis of Variants Toolkit (CRAVAT) software along with cancer-specific high-throughput annotation of somatic mutations (CHASMplus) and variant effect scoring tool (VEST4) algorithms to determine the likelihood of being a driver and/or pathogenic mutation. For mutations with significant CHASMplus and VEST4 scores, structural analysis of each corresponding mutant protein was performed. The effect of each mutation was evaluated for its impact on the overall protein stability and ligand binding using Foldit Standalone and SwissDock, respectively. Structural analysis revealed that several missense mutations in CYP2D6 resulted in altered stability after energy minimization. Three missense mutations of CYP2D6 significantly altered docking stability, and those located on alpha helices near the docking site had a more significant impact than those not found in secondary protein structures. In conclusion, we have identified a series of mutations to CYP2D6 enzymes with possible relevance to cancer pathologies. SIGNIFICANCE STATEMENT: CYP2D6 is responsible for the metabolism of many anticancer drugs. This study identified and characterized a series of mutations in the CYP2D6 enzyme that occurred in tumors. We found it likely that many of these mutations would alter enzyme function, leading to changes in drug metabolism in the tumor. We provide a basis for predicting the likelihood of a patient carrying these mutations to identify patients who may benefit from a precision medicine approach to drug selection and dosing.

人类癌症中 CYP2D6 基因突变的 COSMIC 数据库和结构模型分析。
细胞色素 P450(CYP450)酶中的单核苷酸多态性(SNPs)会改变多种药物的代谢。包括化疗药物在内的许多药物都是通过 CYP450 酶代谢的,因此这组酶在肿瘤细胞中的表达与癌症患者的处方方案息息相关。我们分析了从癌症体细胞突变目录(COSMIC)中获得的癌症患者体内 CYP2D6 酶突变的特征,包括突变类型、患者年龄、组织类型和组织学。通过癌症相关变异分析工具包(CRAVAT)软件以及CHASM和VEST4算法对突变进行分析,以确定其成为驱动基因和/或致病基因突变的可能性。对于 CHASM 和 VEST4 得分较高的突变,则对每个相应的突变蛋白进行结构分析。使用 Foldit Standalone 和 SwissDock 分别评估了每个突变对蛋白质整体稳定性和配体结合的影响。结构分析表明,在能量最小化之后,CYP2D6 中的几个错义突变导致了稳定性的改变。CYP2D6 的三个错义突变显著改变了对接稳定性,而且位于对接位点附近α-螺旋上的错义突变比那些未在二级蛋白质结构中发现的错义突变影响更大。总之,我们发现了一系列可能与癌症病理有关的 CYP2D6 酶突变。意义声明 CYP2D6 负责许多抗癌药物的代谢。本研究发现并描述了一系列发生在肿瘤中的 CYP2D6 酶突变。我们发现,其中许多突变可能会改变酶的功能,从而导致肿瘤中药物代谢的改变。我们为预测患者携带这些突变的可能性提供了依据,以确定哪些患者可能受益于药物选择和剂量的精准医疗方法。
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来源期刊
CiteScore
6.90
自引率
0.00%
发文量
115
审稿时长
1 months
期刊介绍: A leading research journal in the field of pharmacology published since 1909, JPET provides broad coverage of all aspects of the interactions of chemicals with biological systems, including autonomic, behavioral, cardiovascular, cellular, clinical, developmental, gastrointestinal, immuno-, neuro-, pulmonary, and renal pharmacology, as well as analgesics, drug abuse, metabolism and disposition, chemotherapy, and toxicology.
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