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通过数字空间基因表达谱分析,发现肝癌对 TACE 和索拉非尼联合治疗的反应存在异质性。

Heterogeneity of hepatocellular carcinoma that responds differently to combination therapy with TACE and Sorafenib as determined by digital spatial gene expression profiling.

机构信息

Zhejiang University School of Medicine, Hangzhou First People's Hospital, Hangzhou, 310006, China.

Zhejiang University School of Medicine, Hangzhou, 310058, China.

出版信息

Genes Genomics. 2024 Sep;46(9):1045-1058. doi: 10.1007/s13258-024-01548-0. Epub 2024 Jul 29.

Abstract

BACKGROUND

The combination of Sorafenib and transcatheter arterial chemoembolization (TACE) exhibits limited efficacy in the treatment of certain advanced hepatocellular carcinomas (HCC), and the molecular mechanisms underlying resistance to this combination remain unclear.

OBJECTIVE

This study aims to underscore the distinctive contribution of GeoMx DSP technology in elucidating the molecular intricacies of HCC resistance to the Sorafenib and TACE combination.

METHODS

Patients with advanced HCC during the waiting period before liver transplantation were classified into sensitive and resistant groups based on their response to Sorafenib and TACE combination therapy. Employing GeoMx DSP technology for comprehensive gene expression profiling, we identified pivotal molecular targets linked to resistance against combination therapy.

RESULTS

The investigation scrutinized intra-tumoral and inter-individual variances, unveiling a spectrum of crucial molecular targets, such as PLG, PLVAP, immunoglobulin genes, ORM1, and NR4A1, among others. Additionally, we explored signaling pathways associated with treatment responsiveness, including the PPAR signaling pathway. Notably, we emphasized the significance of the immune microenvironment characterized by heightened SPP1 expression in HCC resistance to combination therapy. In the resistant group, SPP1 tumor-associated macrophage (TAM) infiltration was notably pronounced (p = 0.037), while T-cell depletion showed a mitigated presence (p = 0.013).

CONCLUSION

The study reveals intra- and inter-individual heterogeneity in HCC that is differentially responsive to the combination of Sorafenib and TACE, highlighting multiple key molecular targets associated with treatment resistance. The immune microenvironment is important, and in particular, SPP1 TAM infiltration may play a key role. Meanwhile, the introduction of immunotherapy in patients resistant to combination therapy may lead to positive results.

摘要

背景

索拉非尼联合经导管肝动脉化疗栓塞(TACE)治疗某些晚期肝细胞癌(HCC)的疗效有限,其联合治疗耐药的分子机制尚不清楚。

目的

本研究旨在强调 GeoMx DSP 技术在阐明 HCC 对索拉非尼和 TACE 联合治疗耐药的分子复杂性方面的独特贡献。

方法

根据索拉非尼和 TACE 联合治疗的反应,将等待肝移植期间的晚期 HCC 患者分为敏感组和耐药组。采用 GeoMx DSP 技术进行全面基因表达谱分析,确定与联合治疗耐药相关的关键分子靶标。

结果

研究分析了肿瘤内和个体间的变异性,揭示了一系列关键的分子靶标,如 PLG、PLVAP、免疫球蛋白基因、ORM1 和 NR4A1 等。此外,我们还探讨了与治疗反应相关的信号通路,包括 PPAR 信号通路。值得注意的是,我们强调了 SPP1 表达增高的免疫微环境在 HCC 对联合治疗耐药中的重要性。在耐药组中,SPP1 肿瘤相关巨噬细胞(TAM)浸润明显增加(p=0.037),而 T 细胞耗竭则明显减少(p=0.013)。

结论

本研究揭示了 HCC 存在个体内和个体间的异质性,对索拉非尼和 TACE 联合治疗的反应存在差异,强调了与治疗耐药相关的多个关键分子靶标。免疫微环境很重要,特别是 SPP1 TAM 浸润可能起关键作用。同时,在对联合治疗耐药的患者中引入免疫疗法可能会带来积极的结果。

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