Patwardhan Mugdha V, Kane Toh Qin, Chiong Edmund, Rahmat Juwita Norasmara, Mahendran Ratha
Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.
Genomics and Data Analytics Core, Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore.
Int J Mol Sci. 2024 Dec 11;25(24):13296. doi: 10.3390/ijms252413296.
Loss of the glutathione-S-transferases Theta 2 (Gstt2) expression is associated with an improved response to intravesical , Bacillus Calmette-Guérin (BCG) immunotherapy for non-muscle-invasive bladder cancer (NMIBC) patients who receive fewer BCG instillations. To delineate the cause, Gstt2 knockout (KO) and wildtype (WT) C57Bl/6J mice were implanted with tumors before treatment with BCG or saline. RNA was analyzed via single-cell RNA sequencing (scRNA-seq) and real-time polymerase chain reaction (RT-PCR). BCG induced PD-L1 expression in WT mice bladders, while pro-inflammatory TNF-α was upregulated in KO bladders. ScRNA-seq analysis showed that Gstt2 WT mice bladders had a higher proportion of matrix remodeling fibroblasts, M2 macrophages, and neuronal cells. In KO mice, distinct tumor cell types, activated fibroblasts, and M1 macrophages were enriched in the bladders. In WT bladders, the genes expressed supported tumorigenesis and immunosuppressive PD-L1 expression. In contrast, Gstt2 KO bladders expressed genes involved in inflammation, immune activation, and tumor suppression. An 11-gene signature (Hmga2, Peak 1, Kras, Slc2a1, Ankfn1, Ahnak, Cmss1, Fmo5, Gphn, Plec, Gstt2), derived from the scRNA-seq analysis predicted response in NMIBC patients (The Cancer Genome Atlas (TCGA) database). In conclusion, our results indicate that patients with WT Gstt2 may benefit from anti-PD-L1 checkpoint inhibition therapy.
谷胱甘肽 - S - 转移酶Theta 2(Gstt2)表达缺失与非肌肉浸润性膀胱癌(NMIBC)患者膀胱内卡介苗(BCG)免疫治疗反应改善相关,这些患者接受的BCG灌注次数较少。为了阐明原因,在使用BCG或生理盐水治疗前,将Gstt2基因敲除(KO)和野生型(WT)C57Bl/6J小鼠植入肿瘤。通过单细胞RNA测序(scRNA - seq)和实时聚合酶链反应(RT - PCR)分析RNA。BCG诱导WT小鼠膀胱中PD - L1表达,而促炎细胞因子TNF - α在KO小鼠膀胱中上调。scRNA - seq分析表明,Gstt2 WT小鼠膀胱中基质重塑成纤维细胞、M2巨噬细胞和神经元细胞的比例更高。在KO小鼠中,膀胱中富集了不同的肿瘤细胞类型、活化的成纤维细胞和M1巨噬细胞。在WT膀胱中,表达的基因支持肿瘤发生和免疫抑制性PD - L1表达。相比之下,Gstt2 KO膀胱表达参与炎症、免疫激活和肿瘤抑制的基因。源自scRNA - seq分析的11个基因特征(Hmga2、Peak 1、Kras、Slc2a1、Ankfn1、Ahnak、Cmss1、Fmo5、Gphn、Plec、Gstt2)可预测NMIBC患者的反应(癌症基因组图谱(TCGA)数据库)。总之,我们的结果表明,Gstt2野生型患者可能从抗PD - L1检查点抑制治疗中获益。