State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China.
Department of Breast Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China.
Clin Transl Med. 2024 Jun;14(6):e1735. doi: 10.1002/ctm2.1735.
Mitochondrial outer membrane permeabilisation (MOMP) plays a pivotal role in cellular death and immune activation. A deeper understanding of the impact of tumour MOMP on immunity will aid in guiding more effective immunotherapeutic strategies.
A comprehensive pan-cancer dataset comprising 30 cancer-type transcriptomic cohorts, 20 immunotherapy transcriptomic cohorts and three immunotherapy scRNA-seq datasets was collected and analysed to determine the influence of tumour MOMP activity on clinical prognosis, immune infiltration and immunotherapy effectiveness. Leveraging 65 scRNA-Seq datasets, the MOMP signature (MOMP.Sig) was developed to accurately reflect tumour MOMP activity. The clinical predictive value of MOMP.Sig was explored through machine learning models. Integration of the MOMP.Sig model and a pan-cancer immunotherapy CRISPR screen further investigated potential targets to overcome immunotherapy resistance, which subsequently underwent clinical validation.
Our research revealed that elevated MOMP activity reduces mortality risk in cancer patients, drives the formation of an anti-tumour immune environment and enhances the response to immunotherapy. This finding emphasises the potential clinical application value of MOMP activity in immunotherapy. MOMP.Sig, offering a more precise indicator of tumour cell MOMP activity, demonstrated outstanding predictive efficacy in machine-learning models. Moreover, with the assistance of the MOMP.Sig model, FOXO1 was identified as a core modulator that promotes immune resistance. Finally, these findings were successfully validated in clinical immunotherapy cohorts of skin cutaneous melanoma and triple-negative breast cancer patients.
This study enhances our understanding of MOMP activity in immune modulation, providing valuable insights for more effective immunotherapeutic strategies across diverse tumours.
线粒体外膜通透性(MOMP)在细胞死亡和免疫激活中起着关键作用。更深入地了解肿瘤 MOMP 对免疫的影响将有助于指导更有效的免疫治疗策略。
收集并分析了一个包含 30 种癌症转录组队列、20 种免疫治疗转录组队列和 3 种免疫治疗 scRNA-seq 数据集的综合泛癌症数据集,以确定肿瘤 MOMP 活性对临床预后、免疫浸润和免疫治疗效果的影响。利用 65 个 scRNA-Seq 数据集,开发了 MOMP 特征(MOMP.Sig)来准确反映肿瘤 MOMP 活性。通过机器学习模型探索 MOMP.Sig 的临床预测价值。整合 MOMP.Sig 模型和泛癌症免疫治疗 CRISPR 筛选进一步研究了克服免疫治疗耐药性的潜在靶点,随后进行了临床验证。
我们的研究表明,升高的 MOMP 活性降低了癌症患者的死亡风险,驱动了抗肿瘤免疫环境的形成,并增强了对免疫治疗的反应。这一发现强调了 MOMP 活性在免疫治疗中的潜在临床应用价值。MOMP.Sig 提供了肿瘤细胞 MOMP 活性的更精确指标,在机器学习模型中表现出出色的预测效果。此外,在 MOMP.Sig 模型的帮助下,鉴定 FOXO1 为促进免疫抵抗的核心调节剂。最后,这些发现成功地在皮肤黑色素瘤和三阴性乳腺癌患者的临床免疫治疗队列中得到了验证。
本研究增强了我们对 MOMP 活性在免疫调节中的理解,为跨多种肿瘤的更有效的免疫治疗策略提供了有价值的见解。