Frontiers in Immunology (Feb 2023)

The immune-metabolic crosstalk between CD3+C1q+TAM and CD8+T cells associated with relapse-free survival in HCC

  • Yanying Yang,
  • Yanying Yang,
  • Lu Sun,
  • Zhouyi Chen,
  • Weiren Liu,
  • Weiren Liu,
  • Weiren Liu,
  • Qiyue Xu,
  • Fangming Liu,
  • Mingyue Ma,
  • Yuwen Chen,
  • Yan Lu,
  • Hao Fang,
  • Geng Chen,
  • Yinghong Shi,
  • Yinghong Shi,
  • Yinghong Shi,
  • Duojiao Wu,
  • Duojiao Wu

DOI
https://doi.org/10.3389/fimmu.2023.1033497
Journal volume & issue
Vol. 14

Abstract

Read online

IntroductionAlthough multiple targeted treatments have appeared, hepatocellular carcinoma (HCC) is still one of the most common causes of cancer-related deaths. The immunosuppressive tumor microenvironment (TME) is a critical factor in the oncogenesis and progression of HCC. The emerging scRNA-seq makes it possible to explore the TME at a high resolution. This study was designed to reveal the immune-metabolic crosstalk between immune cells in HCC and provide novel strategies to regulate immunosuppressive TME.MethodIn this study, we performed scRNA-seq on paired tumor and peri-tumor tissues of HCC. The composition and differentiation trajectory of the immune populations in TME were portrayed. Cellphone DB was utilized to calculate interactions between the identified clusters. Besides, flow cytometry, RT-PCR and seahorse experiments were implemented to explore potential metabolic and epigenetic mechanisms of the inter-cellular interaction.ResultA total of 19 immune cell clusters were identified and 7 were found closely related to HCC prognosis. Besides, differentiation trajectories of T cells were also presented. Moreover, a new population, CD3+C1q+ tumor-associated macrophages (TAM) were identified and found significantly interacted with CD8+ CCL4+T cells. Compared to the peri-tumor tissue, their interaction was attenuated in tumor. Additionally, the dynamic presence of this newly found cluster was also verified in the peripheral blood of patients with sepsis. Furthermore, we found that CD3+C1q+TAM affected T cell immunity through C1q signaling-induced metabolic and epigenetic reprogramming, thereby potentially affecting tumor prognosis.ConclusionOur study revealed the interaction between CD3+C1q+TAM and CD8+ CCL4+T cells and may provide implications for tackling the immunosuppressive TME in HCC.

Keywords