Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, Vancouver, British Columbia, Canada.
Department of Medical Oncology, BC Cancer Research Institute, Vancouver, British Columbia, Canada.
J Mol Diagn. 2022 Jun;24(6):609-618. doi: 10.1016/j.jmoldx.2022.02.004. Epub 2022 Mar 31.
Tumor mutation burden (TMB) is a measure to predict patient responsiveness to immune checkpoint immunotherapy because with increased mutation frequency, the likelihood of a greater neoantigen burden is increased. Although neoantigen prediction tools exist, tumor neoantigen burden has not been adopted as a measure to predict immunotherapy response. With both measures, current guidelines are limited to the coding regions, but ectopic expression of sequences in the noncoding space may potentially be a source of neoantigens. A pan-cancer cohort of 574 advanced disease stage patients with whole genome and transcriptome sequencing was analyzed to report mutation burden and neoantigen counts within the coding and noncoding regions. The efficacy of tumor neoantigen burden, reported as tumor neoantigen count (TNC), including neoantigens derived from the expression of noncoding regions, compared with TMB as a predictor of response to immunotherapy for 80 patients who had received treatment, was evaluated. TMB was found to be the best predictor of response to immunotherapy, whereas expression-derived TNC from the noncoding regions did not improve prediction of response. Therefore, there is minimal benefit in extending the calculation of TNC to the noncoding space for the purposes of predicting response. However, it is likely that there is a wealth of neoantigens derived from the noncoding space that may impact patient outcomes and treatments.
肿瘤突变负担(TMB)是预测患者对免疫检查点免疫疗法反应性的一种方法,因为随着突变频率的增加,新抗原负担增加的可能性也增加。尽管存在新抗原预测工具,但肿瘤新抗原负担尚未被用作预测免疫治疗反应的指标。对于这两种方法,目前的指南都仅限于编码区域,但非编码空间中序列的异位表达可能是新抗原的潜在来源。对一个包含 574 名晚期疾病阶段患者的泛癌症队列进行了全基因组和转录组测序分析,以报告编码区和非编码区的突变负担和新抗原数量。评估了将肿瘤新抗原负担(报告为肿瘤新抗原计数,TNC)包括源自非编码区表达的新抗原与 TMB 作为 80 名接受治疗患者免疫治疗反应的预测指标的疗效。结果发现,TMB 是免疫治疗反应的最佳预测指标,而源自非编码区的表达衍生的 TNC 并不能提高反应预测的准确性。因此,为了预测反应而将 TNC 的计算扩展到非编码空间几乎没有益处。然而,很可能有大量源自非编码区的新抗原可能会影响患者的结局和治疗。