基因变异在预测顺铂化疗放疗所致听力损失中的作用。

IF 2.9 2区 医学 Q2 ONCOLOGY Cancer Medicine Pub Date : 2024-08-19 DOI:10.1002/cam4.7465
Charlotte W. Duinkerken, Sabrina Chiodo, Katrina Hueniken, Michael Hauptmann, Katarzyna Jóźwiak, Dangxiao Cheng, Andrew Hope, Geoffrey Liu, Charlotte L. Zuur
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引用次数: 0

摘要

背景:治疗头颈部鳞状细胞癌(HNSCC)通常会同时使用大剂量顺铂和放疗。众所周知,顺铂常与放疗同时使用,会导致不可逆的感音神经性听力损失,而个体差异表明这与遗传因素有关。本研究旨在通过纳入重要的基因变异,提高 Theunissen 等人所概述的 HNSCC 患者顺铂诱发听力损失(CIHL)临床预测模型的预测能力:这项回顾性研究在荷兰癌症研究所进行,纳入了 1997 年至 2011 年间接受治疗的 74 名患者。研究人员确定了 31 个以前与 CIHL 或其他顺铂诱导毒性相关的 SNPs,并将其纳入模型。测量的主要结果是治疗后 1-2-4 kHz 听力水平每增加一个这些 SNP 的小等位基因分贝的变化,使用线性混合效应回归模型进行评估。该模型的预测准确性通过使用 10 倍交叉验证的曲线下面积(AUC)来确定:结果:SLC47A1/MATE1 基因中的 rs2289669 SNP 与每个等位基因的听力损失显著增加 2.67 dB 有关(95% CI 0.49-4.86,p = 0.017)。纳入 rs2289669 后,模型的 AUC 从 0.78 提高到了 0.83,接近显著提高(p = 0.073):本研究强调了rs2289669 SNP在CIHL中的重要性,并证明了在个性化治疗策略中结合基因和临床数据增强预测模型的潜力。
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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The role of genetic variants in the prediction of hearing loss due to cisplatin chemoradiotherapy

Background

Concomitant high-dose cisplatin with radiotherapy is commonly used for treating head and neck squamous cell carcinoma (HNSCC). Cisplatin, often used with radiotherapy, is known for causing irreversible sensorineural hearing loss, with individual variability suggesting a genetic component. This study aims to enhance the predictive ability of the clinical prediction model for cisplatin-induced hearing loss (CIHL) in HNSCC patients, as outlined in Theunissen et al., by incorporating significant genetic variants.

Methods

Conducted at the Netherlands Cancer Institute, this retrospective study included 74 patients treated between 1997 and 2011. Thirty-one SNPs that were previously associated with CIHL or other cisplatin-induced toxicities were identified and incorporated into the model. The primary outcome measured was the change in decibels at posttreatment 1-2-4 kHz hearing levels per additional minor allele of these SNPs, evaluated using linear mixed-effects regression models. The model's predictive accuracy was determined by the area under the curve (AUC) using 10-fold cross-validation.

Results

The rs2289669 SNP in the SLC47A1/MATE1 gene was linked to a significant 2.67 dB increase in hearing loss per allele (95% CI 0.49–4.86, p = 0.017). Incorporating rs2289669 improved the model's AUC from 0.78 to 0.83, a borderline significant improvement (p = 0.073).

Conclusions

This study underscores the importance of the rs2289669 SNP in CIHL and demonstrates the potential of combining genetic and clinical data for enhanced predictive models in personalized treatment strategies.

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来源期刊
Cancer Medicine
Cancer Medicine ONCOLOGY-
CiteScore
5.50
自引率
2.50%
发文量
907
审稿时长
19 weeks
期刊介绍: Cancer Medicine is a peer-reviewed, open access, interdisciplinary journal providing rapid publication of research from global biomedical researchers across the cancer sciences. The journal will consider submissions from all oncologic specialties, including, but not limited to, the following areas: Clinical Cancer Research Translational research ∙ clinical trials ∙ chemotherapy ∙ radiation therapy ∙ surgical therapy ∙ clinical observations ∙ clinical guidelines ∙ genetic consultation ∙ ethical considerations Cancer Biology: Molecular biology ∙ cellular biology ∙ molecular genetics ∙ genomics ∙ immunology ∙ epigenetics ∙ metabolic studies ∙ proteomics ∙ cytopathology ∙ carcinogenesis ∙ drug discovery and delivery. Cancer Prevention: Behavioral science ∙ psychosocial studies ∙ screening ∙ nutrition ∙ epidemiology and prevention ∙ community outreach. Bioinformatics: Gene expressions profiles ∙ gene regulation networks ∙ genome bioinformatics ∙ pathwayanalysis ∙ prognostic biomarkers. Cancer Medicine publishes original research articles, systematic reviews, meta-analyses, and research methods papers, along with invited editorials and commentaries. Original research papers must report well-conducted research with conclusions supported by the data presented in the paper.
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