Zhu Qianqian, Nambiar Ram, Schultz Emily, Gao Xinyu, Liang Shuyi, Flamand Yael, Stevenson Kristen, Cole Peter D, Gennarini Lisa, Harris Marian H, Kahn Justine M, Ladas Elena J, Athale Uma H, Hoa Tran Thai, Michon Bruno, Welch Jennifer J G, Sallan Stephen E, Silverman Lewis B, Kelly Kara M, Yao Song
Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA.
Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.
Br J Haematol. 2024 Nov;205(5):1889-1898. doi: 10.1111/bjh.19696. Epub 2024 Aug 14.
Bone toxicities are common among paediatric patients treated for acute lymphoblastic leukaemia (ALL) with potentially major negative impact on patients' quality of life. To identify the underlying genetic contributors, we conducted a genome-wide association study (GWAS) and a transcriptome-wide association study (TWAS) in 260 patients of European-descent from the DFCI 05-001 ALL trial, with validation in 101 patients of European-descent from the DFCI 11-001 ALL trial. We identified a significant association between rs844882 on chromosome 20 and bone toxicities in the DFCI 05-001 trial (p = 1.7 × 10). In DFCI 11-001 trial, we observed a consistent trend of this variant with fracture. The variant was an eQTL for two nearby genes, CD93 and THBD. In TWAS, genetically predicted ACAD9 expression was associated with an increased risk of bone toxicities, which was confirmed by meta-analysis of the two cohorts (meta-p = 2.4 × 10). In addition, a polygenic risk score of heel quantitative ultrasound speed of sound was associated with fracture risk in both cohorts (meta-p = 2.3 × 10). Our findings highlight the genetic influence on treatment-related bone toxicities in this patient population. The genes we identified in our study provide new biological insights into the development of bone adverse events related to ALL treatment.
骨毒性在接受急性淋巴细胞白血病(ALL)治疗的儿科患者中很常见,可能对患者的生活质量产生重大负面影响。为了确定潜在的遗传因素,我们对来自DFCI 05 - 001 ALL试验的260名欧洲裔患者进行了全基因组关联研究(GWAS)和全转录组关联研究(TWAS),并在来自DFCI 11 - 001 ALL试验的101名欧洲裔患者中进行了验证。我们在DFCI 05 - 001试验中发现20号染色体上的rs844882与骨毒性之间存在显著关联(p = 1.7×10)。在DFCI 11 - 001试验中,我们观察到该变异与骨折存在一致的趋势。该变异是附近两个基因CD93和THBD的表达数量性状位点(eQTL)。在TWAS中,基因预测的ACAD9表达与骨毒性风险增加相关,这在两个队列的荟萃分析中得到了证实(荟萃p = 2.4×10)。此外,足跟定量超声声速的多基因风险评分与两个队列中的骨折风险相关(荟萃p = 2.3×10)。我们的研究结果突出了该患者群体中遗传因素对治疗相关骨毒性的影响。我们在研究中鉴定出的基因,为与ALL治疗相关的骨不良事件的发生提供了新的生物学见解。