SPINK1 Overexpression Correlates with Hepatocellular Carcinoma Treatment Resistance Revealed by Single Cell RNA-Sequencing and Spatial Transcriptomics

被引:1
|
作者
Yang, Chunyuan [1 ]
Guo, Limei [1 ]
Du, Juan [1 ]
Zhang, Qiulu [1 ]
Zhang, Lingfu [2 ]
机构
[1] Peking Univ Hlth Sci Ctr, Peking Univ Third Hosp, Inst Syst Biomed, Sch Basic Med Sci,Dept Pathol, Beijing 100191, Peoples R China
[2] Peking Univ Third Hosp, Dept Gen Surg, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
SPINK1; hepatocellular carcinoma; single cell RNA sequencing; spatial transcriptomics; CES2; chemotherapy; targeted therapy; immune checkpoint inhibitor; KAZAL TYPE-1 SPINK1; SORAFENIB;
D O I
10.3390/biom14030265
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Low efficacy of treatments and chemoresistance are challenges in addressing refractory hepatocellular carcinoma (HCC). SPINK1, an oncogenic protein, is frequently overexpressed in many HCC cases. However, the impact of SPINK1 on HCC treatment resistance remains poorly understood. Here, we elucidate the functions of SPINK1 on HCC therapy resistance. Analysis of SPINK1 protein level reveals a correlation between elevated SPINK1 expression and unfavorable prognosis. Furthermore, intercellular variations in SPINK1 expression levels are observed. Subsequent examination of single cell RNA-sequencing data from two HCC cohorts further suggest that SPINK1-high cells exhibit heightened activity in drug metabolic pathways compared to SPINK1-low HCC cells. High SPINK1 expression is associated with reduced sensitivities to both chemotherapy drugs and targeted therapies. Moreover, spatial transcriptomics data indicate that elevated SPINK1 expression correlates with non-responsive phenotype during treatment with targeted therapy and immune checkpoint inhibitors. This is attributed to increased levels of drug metabolic regulators, especially CES2 and CYP3A5, in SPINK1-high cells. Experimental evidence further demonstrates that SPINK1 overexpression induces the expression of CES2 and CYP3A5, consequently promoting chemoresistance to sorafenib and oxaliplatin. In summary, our study unveils the predictive role of SPINK1 on HCC treatment resistance, identifying it as a potential therapeutic target for refractory HCC.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Spatial transcriptomics and single-cell RNA-sequencing revealed dendritic cell-mediated inflammation in keratoconus
    Luo, Shiqi
    Li, Jingying
    Yang, Yan
    Jiang, Yang
    Jie, Ying
    Ge, Wei
    OCULAR SURFACE, 2025, 36 : 134 - 150
  • [2] Transcriptomics and single-cell RNA-sequencing
    Chambers, Daniel C.
    Carew, Alan M.
    Lukowski, Samuel W.
    Powell, Joseph E.
    RESPIROLOGY, 2019, 24 (01) : 29 - 36
  • [3] Molecular mechanisms of pathogenesis in hepatocellular carcinoma revealed by RNA-sequencing
    Liu, Yao
    Yang, Zhe
    Du, Feng
    Yang, Qiao
    Hou, Jie
    Yan, Xiaohong
    Geng, Yi
    Zhao, Yaning
    Wang, Hua
    MOLECULAR MEDICINE REPORTS, 2017, 16 (05) : 6674 - 6682
  • [4] Metabolic heterogeneity in clear cell renal cell carcinoma revealed by single-cell RNA sequencing and spatial transcriptomics
    Guanwen Yang
    Jiangting Cheng
    Jiayi Xu
    Chenyang Shen
    Xuwei Lu
    Chang He
    Jiaqi Huang
    Minke He
    Jie Cheng
    Hang Wang
    Journal of Translational Medicine, 22
  • [5] Metabolic heterogeneity in clear cell renal cell carcinoma revealed by single-cell RNA sequencing and spatial transcriptomics
    Yang, Guanwen
    Cheng, Jiangting
    Xu, Jiayi
    Shen, Chenyang
    Lu, Xuwei
    He, Chang
    Huang, Jiaqi
    He, Minke
    Cheng, Jie
    Wang, Hang
    JOURNAL OF TRANSLATIONAL MEDICINE, 2024, 22 (01)
  • [6] Integrating microarray-based spatial transcriptomics and single-cell RNA-sequencing reveals tissue architecture in esophageal squamous cell carcinoma
    Guo, Wei
    Zhou, Bolun
    Yang, Zhenlin
    Liu, Xiang
    Huai, Qilin
    Guo, Lei
    Xue, Xuemin
    Tan, Fengwei
    Li, Yin
    Xue, Qi
    Gao, Shugeng
    He, Jie
    EBIOMEDICINE, 2022, 84
  • [7] Spatial transcriptomics combined with single-cell RNA-sequencing unravels the complex inflammatory cell network in atopic dermatitis
    Mitamura, Yasutaka
    Reiger, Matthias
    Kim, Juno
    Xiao, Yi
    Zhakparov, Damir
    Tan, Ge
    Ruckert, Beate
    Rinaldi, Arturo O.
    Baerenfaller, Katja
    Akdis, Mubeccel
    Bruggen, Marie-Charlotte
    Nadeau, Kari C.
    Brunner, Patrick M.
    Roqueiro, Damian
    Traidl-Hoffmann, Claudia
    Akdis, Cezmi A.
    ALLERGY, 2023, 78 (08) : 2215 - 2231
  • [8] Comprehensive transcriptional atlas of human adenomyosis deciphered by the integration of single-cell RNA-sequencing and spatial transcriptomics
    Tao Chen
    Yiliang Xu
    Xiaocui Xu
    Jianzhang Wang
    Zhiruo Qiu
    Yayuan Yu
    Xiaohong Jiang
    Wanqi Shao
    Dandan Bai
    Mingzhu Wang
    Shuyan Mei
    Tao Cheng
    Li Wu
    Shaorong Gao
    Xuan Che
    Protein & Cell, 2024, 15 (07) : 530 - 553
  • [9] Comprehensive transcriptional atlas of human adenomyosis deciphered by the integration of single-cell RNA-sequencing and spatial transcriptomics
    Chen, Tao
    Xu, Yiliang
    Xu, Xiaocui
    Wang, Jianzhang
    Qiu, Zhiruo
    Yu, Yayuan
    Jiang, Xiaohong
    Shao, Wanqi
    Bai, Dandan
    Wang, Mingzhu
    Mei, Shuyan
    Cheng, Tao
    Wu, Li
    Gao, Shaorong
    Che, Xuan
    PROTEIN & CELL, 2024, 15 (07) : 530 - 546
  • [10] Single-cell RNA-sequencing atlas reveals an FABP1-dependent immunosuppressive environment in hepatocellular carcinoma
    Tang, Weiwei
    Sun, Guangshun
    Ji, Gu-Wei
    Feng, Tingting
    Zhang, Qian
    Cao, Hengsong
    Wu, Wenhao
    Zhang, Xiaoyi
    Liu, Chuan
    Liu, Hanyuan
    Huang, Tian
    Liu, Li
    Xia, Yongxiang
    Wang, Xuehao
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2023, 11 (11)