Department of Otolaryngology and Head and Neck Surgery, Leiden University Medical Centre, Leiden, the Netherlands.
Department of Head and Neck Surgery, the Netherlands Cancer Institute, Amsterdam, the Netherlands.
Cancer Med. 2024 Aug;13(16):e7465. doi: 10.1002/cam4.7465.
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.
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.
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).
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.
顺铂联合高剂量放疗常用于治疗头颈部鳞状细胞癌(HNSCC)。顺铂联合放疗常导致不可逆转的感音神经性听力损失,个体差异表明存在遗传成分。本研究旨在通过纳入重要的遗传变异,提高 Theunissen 等人提出的预测头颈部鳞状细胞癌患者顺铂诱导听力损失(CIHL)的临床预测模型的预测能力。
本回顾性研究在荷兰癌症研究所进行,纳入 1997 年至 2011 年期间接受治疗的 74 例患者。鉴定出 31 个先前与 CIHL 或其他顺铂诱导毒性相关的 SNP,并将其纳入模型。主要结局指标是这些 SNP 的每个额外次要等位基因导致治疗后 1-2-4 kHz 听力水平下降的分贝数,使用线性混合效应回归模型进行评估。通过 10 倍交叉验证,使用曲线下面积(AUC)来确定模型的预测准确性。
SLC47A1/MATE1 基因中的 rs2289669 SNP 与等位基因每增加一个导致听力损失增加 2.67 dB 显著相关(95%CI 0.49-4.86,p=0.017)。纳入 rs2289669 可将模型的 AUC 从 0.78 提高到 0.83,略有显著改善(p=0.073)。
本研究强调了 rs2289669 SNP 在 CIHL 中的重要性,并表明将遗传和临床数据相结合用于增强预测模型,对于个性化治疗策略具有潜在意义。