The integration of single-cell and metabolomics reveals the increase of oxidative phosphorylation during the liver metastasis of colorectal cancer.

IF 5.9 3区 医学 Q1 CELL BIOLOGY
Tianyu Liu, Sizheng Sun, Yicheng Huang, Yiming E, Wenyuan Li, Fanggui Xu, Zhengxia Liu, Xiagang Luo, Chen Lu, Chunzhao Yu
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引用次数: 0

Abstract

Background: Colorectal cancer (CRC) is among the most prevalent malignant tumors, with liver metastasis as the leading cause of mortality. Although metabolic reprogramming is known to play a crucial role in tumor metastasis, our understanding of this process during colorectal cancer liver metastasis (CRLM) remains limited.

Methods: A stepwise mouse model of CRC liver metastasis was developed, and metabolomic profiling was performed to verify model stability and identify metabolic changes. Single-cell RNA sequencing (scRNA-seq) was used to assess oxidative phosphorylation (OXPHOS) activity within the metastatic tumor microenvironment (TME). Additionally, spatial transcriptomics (ST) was conducted to elucidate the spatial distribution of metabolic phenotypes within metastatic sites. Finally, in vivo experiments were conducted by administering TGFβ inhibitor (LY2157299) or OXPHOS inhibitor (IACS-010759) to evaluate the potential for liver metastasis, and in vitro, the functions of HCT116 and SW620 cells were assessed through Transwell assays and oxygen consumption rate (OCR) measurements.

Results: Metabolomic profiling revealed heightened tricarboxylic acid (TCA) cycle activity in liver metastases. ScRNA-seq analysis showed increased OXPHOS in metastatic cells, including a highly malignant cell subtype characterized by augmented OXPHOS. Further analysis identified a significant upregulation of OXPHOS associated with TGFβ pathway activation. ST localized this OXPHOS -enriched subtype within metastatic tissue. Both in vivo and in vitro experiments demonstrate that inhibition of TGFβ signaling reduces OXPHOS activity, thereby attenuating the progression of colorectal cancer liver metastasis.

Conclusions: This study identifies OXPHOS upregulation as a key metabolic alteration during CRC liver metastasis, which could be induced by TGFβ signaling pathway. These findings contribute to a refined understanding of CRC metabolic adaptation in liver metastases and may inform therapeutic strategies targeting OXPHOS in advanced CRC.

单细胞和代谢组学的结合揭示了结直肠癌肝转移过程中氧化磷酸化的增加。
背景:结直肠癌(CRC)是最常见的恶性肿瘤之一,肝转移是导致死亡的主要原因。尽管已知代谢重编程在肿瘤转移中起着至关重要的作用,但我们对结直肠癌肝转移(CRLM)过程中的这一过程的了解仍然有限。方法:建立小鼠CRC肝转移分步模型,通过代谢组学分析验证模型的稳定性,确定代谢变化。单细胞RNA测序(scRNA-seq)用于评估转移性肿瘤微环境(TME)中的氧化磷酸化(OXPHOS)活性。此外,空间转录组学(ST)被用于阐明转移位点内代谢表型的空间分布。最后,在体内实验中分别给予TGFβ抑制剂(LY2157299)或OXPHOS抑制剂(IACS-010759)来评估肝转移的可能性,并在体外通过Transwell实验和氧消耗率(OCR)测量来评估HCT116和SW620细胞的功能。结果:代谢组学分析显示三羧酸(TCA)循环活性在肝转移中升高。ScRNA-seq分析显示,转移细胞中OXPHOS增加,包括以OXPHOS增强为特征的高度恶性细胞亚型。进一步分析发现OXPHOS显著上调与TGFβ通路激活相关。ST将这种富含OXPHOS的亚型定位在转移组织中。体内和体外实验均表明,抑制TGFβ信号通路可降低OXPHOS活性,从而减缓结直肠癌肝转移的进展。结论:本研究确定OXPHOS上调是结直肠癌肝转移过程中一个关键的代谢改变,其可能由TGFβ信号通路诱导。这些发现有助于更好地理解肝转移中结直肠癌的代谢适应,并可能为晚期结直肠癌针对OXPHOS的治疗策略提供信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
自引率
1.70%
发文量
17
审稿时长
14 weeks
期刊介绍: Cancer & Metabolism welcomes studies on all aspects of the relationship between cancer and metabolism, including: -Molecular biology and genetics of cancer metabolism -Whole-body metabolism, including diabetes and obesity, in relation to cancer -Metabolomics in relation to cancer; -Metabolism-based imaging -Preclinical and clinical studies of metabolism-related cancer therapies.
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