Human Tumors Immunobiology Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Venezian 1, 20133, Milan, Italy.
Center for Immuno-Oncology, University Hospital of Siena, Siena, Italy.
J Exp Clin Cancer Res. 2022 Nov 17;41(1):325. doi: 10.1186/s13046-022-02529-5.
Improvement of efficacy of immune checkpoint blockade (ICB) remains a major clinical goal. Association of ICB with immunomodulatory epigenetic drugs is an option. However, epigenetic inhibitors show a heterogeneous landscape of activities. Analysis of transcriptional programs induced in neoplastic cells by distinct classes of epigenetic drugs may foster identification of the most promising agents.
Melanoma cell lines, characterized for mutational and differentiation profile, were treated with inhibitors of DNA methyltransferases (guadecitabine), histone deacetylases (givinostat), BET proteins (JQ1 and OTX-015), and enhancer of zeste homolog 2 (GSK126). Modulatory effects of epigenetic drugs were evaluated at the gene and protein levels. Master molecules explaining changes in gene expression were identified by Upstream Regulator (UR) analysis. Gene set enrichment and IPA were used respectively to test modulation of guadecitabine-specific gene and UR signatures in baseline and on-treatment tumor biopsies from melanoma patients in the Phase Ib NIBIT-M4 Guadecitabine + Ipilimumab Trial. Prognostic significance of drug-specific immune-related genes was tested with Timer 2.0 in TCGA tumor datasets.
Epigenetic drugs induced different profiles of gene expression in melanoma cell lines. Immune-related genes were frequently upregulated by guadecitabine, irrespective of the mutational and differentiation profiles of the melanoma cell lines, to a lesser extent by givinostat, but mostly downregulated by JQ1 and OTX-015. GSK126 was the least active drug. Quantitative western blot analysis confirmed drug-specific modulatory profiles. Most of the guadecitabine-specific signature genes were upregulated in on-treatment NIBIT-M4 tumor biopsies, but not in on-treatment lesions of patients treated only with ipilimumab. A guadecitabine-specific UR signature, containing activated molecules of the TLR, NF-kB, and IFN innate immunity pathways, was induced in drug-treated melanoma, mesothelioma and hepatocarcinoma cell lines and in a human melanoma xenograft model. Activation of guadecitabine-specific UR signature molecules in on-treatment tumor biopsies discriminated responding from non-responding NIBIT-M4 patients. Sixty-five % of the immune-related genes upregulated by guadecitabine were prognostically significant and conferred a reduced risk in the TCGA cutaneous melanoma dataset.
The DNMT inhibitor guadecitabine emerged as the most promising immunomodulatory agent among those tested, supporting the rationale for usage of this class of epigenetic drugs in combinatorial immunotherapy approaches.
提高免疫检查点阻断(ICB)的疗效仍是一个主要的临床目标。ICB 与免疫调节表观遗传药物的联合应用是一种选择。然而,表观遗传抑制剂的活性存在异质性。分析不同类别的表观遗传药物诱导肿瘤细胞的转录程序可能有助于鉴定最有前途的药物。
对具有突变和分化特征的黑色素瘤细胞系进行 DNA 甲基转移酶抑制剂(地西他滨)、组蛋白去乙酰化酶抑制剂(givinostat)、BET 蛋白抑制剂(JQ1 和 OTX-015)和增强子结合抑制因子 2 抑制剂(GSK126)的处理。在基因和蛋白水平上评估表观遗传药物的调节作用。通过上游调控因子(UR)分析鉴定解释基因表达变化的主分子。利用基因集富集和 IPA 分别检测地西他滨特异性基因和 UR 特征在黑色素瘤患者 Ib 期 NIBIT-M4 地西他滨+依匹单抗试验中基线和治疗后肿瘤活检中的调控情况。利用 Timer 2.0 在 TCGA 肿瘤数据集检测药物特异性免疫相关基因的预后意义。
表观遗传药物在黑色素瘤细胞系中诱导不同的基因表达谱。免疫相关基因经常被地西他滨上调,而与黑色素瘤细胞系的突变和分化特征无关,givinostat 的上调程度较小,但 JQ1 和 OTX-015 主要下调。GSK126 是最不活跃的药物。定量 Western blot 分析证实了药物特异性的调节作用。NIBIT-M4 肿瘤活检中,大多数地西他滨特异性特征基因上调,但在仅接受依匹单抗治疗的患者的治疗后病变中未上调。地西他滨特异性的 UR 特征,包含 TLR、NF-kB 和 IFN 固有免疫途径的激活分子,在药物治疗的黑色素瘤、间皮瘤和肝癌细胞系以及人黑色素瘤异种移植模型中被诱导。在治疗后的肿瘤活检中,地西他滨特异性 UR 特征分子的激活可区分 NIBIT-M4 应答和非应答患者。地西他滨上调的 65%免疫相关基因具有预后意义,在 TCGA 皮肤黑色素瘤数据集中降低了风险。
在所测试的药物中,DNMT 抑制剂地西他滨是最有前途的免疫调节药物之一,支持将这类表观遗传药物用于联合免疫治疗方法。