Translational Oncogenomics Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, 237 Fulham Road, London, SW3 6JB, UK.
Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, 1005, Lausanne, Switzerland.
J Immunother Cancer. 2019 Nov 18;7(1):309. doi: 10.1186/s40425-019-0769-8.
Patient derived organoids (PDOs) can be established from colorectal cancers (CRCs) as in vitro models to interrogate cancer biology and its clinical relevance. We applied mass spectrometry (MS) immunopeptidomics to investigate neoantigen presentation and whether this can be augmented through interferon gamma (IFNγ) or MEK-inhibitor treatment.
Four microsatellite stable PDOs from chemotherapy refractory and one from a treatment naïve CRC were expanded to replicates with 100 million cells each, and HLA class I and class II peptide ligands were analyzed by MS.
We identified an average of 9936 unique peptides per PDO which compares favorably against published immunopeptidomics studies, suggesting high sensitivity. Loss of heterozygosity of the HLA locus was associated with low peptide diversity in one PDO. Peptides from genes without detectable expression by RNA-sequencing were rarely identified by MS. Only 3 out of 612 non-silent mutations encoded for neoantigens that were detected by MS. In contrast, computational HLA binding prediction estimated that 304 mutations could generate neoantigens. One hundred ninety-six of these were located in expressed genes, still exceeding the number of MS-detected neoantigens 65-fold. Treatment of four PDOs with IFNγ upregulated HLA class I expression and qualitatively changed the immunopeptidome, with increased presentation of IFNγ-inducible genes. HLA class II presented peptides increased dramatically with IFNγ treatment. MEK-inhibitor treatment showed no consistent effect on HLA class I or II expression or the peptidome. Importantly, no additional HLA class I or II presented neoantigens became detectable with any treatment.
Only 3 out of 612 non-silent mutations encoded for neoantigens that were detectable by MS. Although MS has sensitivity limits and biases, and likely underestimated the true neoantigen burden, this established a lower bound of the percentage of non-silent mutations that encode for presented neoantigens, which may be as low as 0.5%. This could be a reason for the poor responses of non-hypermutated CRCs to immune checkpoint inhibitors. MEK-inhibitors recently failed to improve checkpoint-inhibitor efficacy in CRC and the observed lack of HLA upregulation or improved peptide presentation may explain this.
患者来源的类器官(PDO)可从结直肠癌(CRC)中建立为体外模型,以研究癌症生物学及其临床相关性。我们应用质谱(MS)免疫肽组学来研究新抗原的呈递,以及是否可以通过干扰素γ(IFNγ)或 MEK 抑制剂治疗来增强这种呈递。
从 4 个对化疗耐药和 1 个初治 CRC 的微卫星稳定的 PDO 中扩增到每个 PDO 有 1 亿个细胞的复制品,并通过 MS 分析 HLA Ⅰ类和Ⅱ类肽配体。
每个 PDO 平均鉴定到 9936 个独特肽,与已发表的免疫肽组学研究相比具有较高的灵敏度。一个 PDO 中 HLA 基因座的杂合性丢失与肽多样性低有关。通过 RNA 测序无法检测到表达的基因产生的肽很少通过 MS 鉴定。在 612 个非沉默突变中,只有 3 个编码 MS 检测到的新抗原。相比之下,计算 HLA 结合预测估计 304 个突变可以产生新抗原。其中 196 个位于表达基因中,仍然超过 MS 检测到的新抗原数量的 65 倍。用 IFNγ 处理 4 个 PDO 可上调 HLA Ⅰ类表达,并定性改变免疫肽组,增加 IFNγ 诱导基因的呈递。IFNγ 治疗后 HLA Ⅱ类呈递的肽明显增加。MEK 抑制剂治疗对 HLA Ⅰ类或Ⅱ类表达或肽组没有一致的影响。重要的是,任何治疗都没有检测到新抗原 HLA Ⅰ类或Ⅱ类呈递的增加。
只有 3 个非沉默突变编码 MS 检测到的新抗原。尽管 MS 有灵敏度限制和偏差,并且可能低估了真正的新抗原负担,但这确定了编码呈递新抗原的非沉默突变的百分比下限,可能低至 0.5%。这可能是非高突变 CRC 对免疫检查点抑制剂反应不佳的原因。MEK 抑制剂最近未能改善 CRC 对检查点抑制剂的疗效,观察到 HLA 上调或改善肽呈递的缺乏可能解释了这一点。