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鉴定以免疫和致癌表型差异为特征的 HPV16 阳性宫颈癌亚群,对免疫治疗具有潜在意义

英文原题:Identification of HPV16 positive cervical cancer subsets characterized by divergent immune and oncogenic phenotypes with potential implications for immunotherapy.

查看英文原题

Identification of HPV16 positive cervical cancer subsets characterized by divergent immune and oncogenic phenotypes with potential implications for immunotherapy.

PubMed 2023/01/01(内容时间) Tumour Biol

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研究概要

我们的研究提供了强有力的证据,表明在印度 HPV16 阳性 CaCx 患者中,仅有一部分,约 41%,表现出肿瘤微环境的免疫富集并伴有侵袭性表型。因此,这类亚型可能受益于基于检查点分子或 TIL(肿瘤浸润淋巴细胞)的免疫治疗,这可能是应对印度及其他发展中国家此类侵袭性 CaCx 形式的一个飞跃。

研究思路结论见上方概要

宫颈癌(CaCx)与许多其他癌症类型一样,表现出高度的分子异质性,这影响了对治疗的反应,包括免疫治疗。在印度和其他发展中国家,由于缺乏有组织的筛查项目,女性在就诊时往往已是晚期癌症,导致CaCx死亡率非常高。这就需要实施针对CaCx的新型治疗方案,例如免疫治疗,而这类治疗在此类国家又不常使用。

因此,我们重点剖析肿瘤免疫异质性(如有),识别基于免疫基因的异质性生物标志物以及具有免疫治疗潜力的此类癌症亚群。我们还尝试表征这些亚群的癌症相关表型,包括病毒载量,以解读肿瘤免疫原性与致癌性之间的关系。

通过对44例HPV16阳性CaCx患者进行RNA-seq分析,利用全局免疫基因表达谱的无监督层次聚类识别出免疫亚型。利用RNA-seq基因表达数据,采用CIBERSORT估计肿瘤微环境中肿瘤浸润免疫细胞的比例。通过差异基因表达(DEGs)和通路富集分析,解析了CaCx免疫亚型的致癌表型。通过基于TaqMan的qRT-PCR分析估计病毒载量。

分析显示,CaCx 存在两种免疫亚型,A 型(26/44;59.09%)和 B 型(18/44;40.90%)。与 Subtype-A 相比,Subtype-B 表现出免疫基因过表达和免疫细胞高浸润,尤其是 CD8+ T 细胞(p < 0.0001)。此外,与 Subtype-A 相反,Subtype-B 中 PD-1 与 PD-L1 共表达之间存在显著相关性,证实了这些免疫检查点分子在 Subtype B 中的相互作用。逐步判别分析精准识别出十个免疫基因,可将 100% 的患者显著分类(p < 0.0001)为两种免疫亚型,并可作为 CaCx 免疫的潜在生物标志物。亚型之间的差异基因表达分析揭示,Subtype-B 在生物学上比 Subtype-A 更具侵袭性,反映出结构完整性的丧失和癌症进展的促进。Subtype-B 的病毒载量显著低于 Subtype-A(平均病毒载量 = 10.74/100 ng 基因组 DNA 对比平均病毒载量 = 14.29/100 ng 基因组 DNA)。因此,病毒载量和十基因组合突显了它们与免疫原性和致癌性的关联。

展开英文摘要原文

Cervical cancers (CaCx), like many other cancer types, portray high molecular heterogeneity that affects response to therapy, including immunotherapy. In India and other developing countries, CaCx mortality rates are very high because women report to the clinics with advanced cancers in absence of organized screening programs. This calls for implementation of newer therapeutic regimens for CaCx, like immunotherapy, which is again not used commonly in such countries.

Therefore, we focused on dissecting tumour immune heterogeneity, if any, identify immune gene-based biomarkers of heterogeneity and subsets of such cancers with the potential for immunotherapy. We also attempted to characterize the cancer-associated phenotypes of such subsets, including viral load, to decipher the relationship of tumour immunogenicity with oncogenicity.

Employing RNA-seq analysis of 44 HPV16 positive CaCx patients, immune subtypes were identified by unsupervised hierarchical clustering of global immune-gene expression profiles. Proportions of tumor infiltrating immune cells in the tumor milieu were estimated, employing Cell-type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT), using gene expression data from RNA-seq. The oncogenic phenotypes of the immune subtypes of CaCx were deciphered through differential gene expression (DEGs) and pathway enrichment analysis. Viral load was estimated through TaqMan-based qRT-PCR analysis.

Analysis revealed the presence of two immune subtypes of CaCx, A (26/44; 59.09%) and B (18/44; 40.90%). Compared to Subtype-A, Subtype-B portrayed overexpression of immune genes and high infiltration of immune cells, specifically CD8+ T cells (p < 0.0001). Besides, a significant correlation between PD-1 and PD-L1 co-expression among Subtype-B, as opposed to Subtype-A, confirmed the interactive roles of these immune checkpoint molecules in Subtype B. Stepwise discriminant analysis pin-pointed ten immune-genes that could classify 100% of the patients significantly (p < 0.0001) into the two immune subtypes and serve as potential biomarkers of CaCx immunity. Differential gene expression analysis between the subtypes unveiled that Subtype-B was more biologically aggressive than Subtype-A, reflecting loss of structural integrity and promotion of cancer progression. The viral load was significantly lower in Subtype-B (average viral load = 10.74/100 ng of genomic DNA) compared to Subtype-A (average viral load = 14.29/100 ng of genomic DNA). Thus viral load and the ten-gene panel underscore their association with immunogenicity and oncogenicity.

Our study provides strong evidence that only a subset, about 41% of HPV16 positive CaCx patients in India, portray immune enrichment of the tumor milieu coupled with aggressive phenotypes. Such subtypes are therefore likely to benefit through checkpoint molecule-based or tumor infiltrating lymphocyte-based immunotherapy, which could be a leap forward in tackling aggressive forms of such CaCx in India and other developing countries.

论文信息

作者
Ghosh A、Ghosh A、Sinha A、Mathai S、Bhaumik J、Mukhopadhyay A、Maitra A、Biswas NK
单位
National Institute of Biomedical Genomics, Kalyani, West Bengal, India.India
期刊
Tumour biology : the journal of the International Society for Oncodevelopmental Biology and Medicine2023
原文标识
PubMed 37599552 · DOI 10.3233/TUB-220035