Comprehensive intratumoral heterogeneity landscaping of liver hepatocellular carcinoma and discerning of APLP2 in cancer progression

被引:6
|
作者
Tao, Zhigang [1 ]
Huang, Jing [2 ]
Li, Jun [2 ]
机构
[1] Hangzhou Canc Hosp, Dept Radiol, Hangzhou, Zhejiang, Peoples R China
[2] Hangzhou Canc Hosp, Dept Integrated Oncol, Hangzhou, Zhejiang, Peoples R China
关键词
APLP2; disulfidoptosis; liver hepatocellular carcinoma; prognostic model; tumor heterogeneity; TOPOISOMERASE-II-ALPHA; BOX BINDING-PROTEIN; EXPRESSION; YB-1; RESISTANCE; APOPTOSIS; CELLS; P53;
D O I
10.1002/tox.23904
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
IntroductionAs the sixth most common type of cancer worldwide, liver hepatocellular carcinoma (LIHC) emerges as grave public health danger owing to its chemotherapy-resistant feature. Disulfidoptosis is a newly discovered programmed cell death process affecting the normal actin cytoskeleton structure. MethodsSingle-cell RNA (scRNA)-seq data were procured from GSE149614 and GSE202642 datasets. We utilized uniform manifold approximation and projection and clustering algorithm Louvian for dimensionality reduction and FindAllMarkers function for determining the differentially expressed genes (DEGs). Monocle2 and SCENIC were utilized to perform pseudo-time series and transcription factor analysis for selected subgroups. A series of in vitro experiments, including colony formation assay (CFA), flow cytometry targeting apoptosis and cell cycle, was applied to investigate how APLP2 regulated the LIHC progression. Two cell lines of LIHC cells, HepG2, and Huh7, were used for si-APLP2 transfection. ResultsTumor heterogeneity landscape of LIHC was depicted by detailed subgroup analysis. We found T and B cells were enriched with POU2F1 and HES1 activity. Inflammatory cancer-associated fibroblasts interacted with the cancer cells, uniquely through COL1A1/SDC1, COL1A2/SDC1 and LUM/ITGB1 pathways. The transformation from normal hepatocytes to malignant cells was displayed by cell trajectory analysis. State4, which was determined as malignant cells, was enriched in PI3K, hypoxia, and Epidermal growth factor receptor pathway, and enriched with Nuclear Receptor Subfamily 2 Group F Member 1 transcription factor activity. We observed an intense communication from the cancer cells to endothelial cells, mainly through the Vitronectin (VTN) to Kinase Insert Domain Receptor (KDR) pathway. A prognostic model targeting LIHC was constructed based on the disulfidoptosis-based DEGs, namely APLP2, PDIA6, YBX1, SPP1, whose accuracy was validated in multiple cohorts. Knockdown of APLP2 significantly increased the apoptosis and delayed cell cycle progression of LIHC cell line. ConclusionA prognostic model targeting LIHC was constructed based on the disulfidoptosis-related DEGs, which displayed high stability and accuracy in multiple cohorts. APLP2 played an active role in the carcinogenesis of LIHC by regulating the apoptosis and cell cycle.
引用
收藏
页码:612 / 625
页数:14
相关论文
共 29 条
  • [1] A biomimetic liver cancer on-a-chip reveals a critical role of LIPOCALIN-2 in promoting hepatocellular carcinoma progression
    Shen, Peiliang
    Jia, Yuanyuan
    Zhou, Weijia
    Zheng, Weiwei
    Wu, Yueyao
    Qu, Suchen
    Du, Shiyu
    Wang, Siliang
    Shi, Huilian
    Sun, Jia
    Han, Xin
    ACTA PHARMACEUTICA SINICA B, 2023, 13 (11) : 4621 - 4637
  • [2] Trunk or branch? Identifying and targeting intratumoral heterogeneity in hepatocellular carcinoma using genomics and patient derived primary cancer cells
    Wuensch, Kelsey E.
    Tan, Aik Choon
    TRANSLATIONAL CANCER RESEARCH, 2016, 5 : S1383 - S1386
  • [3] Comprehensive analysis of SLC43A2 on the tumor immune microenvironment and prognosis of liver hepatocellular carcinoma
    Liao, Yan
    Weng, Junmei
    Chen, Lian
    Hu, Nan
    Yuan, Xun
    Wang, Jianhua
    He, Feng
    Cai, Yixin
    Huang, Qin
    Wang, Jianing
    Huang, Liu
    FRONTIERS IN GENETICS, 2022, 13
  • [4] GCF2 mediates nicotine-induced cancer stemness and progression in hepatocellular carcinoma
    Li, Jinping
    Tuo, Dayun
    Cheng, Tan
    Deng, Zhenyan
    Gan, Jinfeng
    ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2024, 271
  • [5] Hepatocellular carcinoma: Intratumoral EpCAM-positive cancer stem cell heterogeneity identifies high-risk tumor subtype
    Krause, Jenny
    von Felden, Johann
    Casar, Christian
    Fruendt, Thorben W.
    Galaski, Johanna
    Schmidt, Constantin
    Jung, Caroline
    Ittrich, Harald
    Weidemann, Soeren A.
    Krech, Till
    Heumann, Asmus
    Li, Jun
    Fischer, Lutz
    Sauter, Guido
    Lohse, Ansgar W.
    Wege, Henning
    Schulze, Kornelius
    BMC CANCER, 2020, 20 (01)
  • [6] Liver cancer: WISP3 suppresses hepatocellular carcinoma progression by negative regulation of β-catenin/TCF/LEF signalling
    Gao, Hong
    Yin, Fen-Fen
    Guan, Dong-Xian
    Feng, Yu-Xiong
    Zheng, Qian-Wen
    Wang, Xiang
    Zhu, Min
    Zhang, Xue-Li
    Cheng, Shu-Qun
    Chen, Tian-Wei
    Jiang, Hao
    Zhang, Er-Bin
    Wang, Jing-Jing
    Ni, Qian-Zhi
    Yuan, Yan-Mei
    Zhang, Feng-Kun
    Ma, Ning
    Cao, Hui-Jun
    Wang, Yi-Kang
    Li, Jing-Jing
    Xie, Dong
    CELL PROLIFERATION, 2019, 52 (03)
  • [7] Overexpression of cancer susceptibility candidate 2 inhibited progression of hepatocellular carcinoma cells
    Gao, Xiang
    Du, Haijun
    Zhang, Ruoxi
    Li, Cong
    Wang, Hongguang
    Xuan, Qi
    Liu, Diangang
    JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 234 (06) : 9008 - 9018
  • [8] Dual Roles of microRNA-122 in Hepatocellular Carcinoma and Breast Cancer Progression and Metastasis: A Comprehensive Review
    Al Ageeli, Essam
    CURRENT ISSUES IN MOLECULAR BIOLOGY, 2024, 46 (11) : 11975 - 11992
  • [9] Cleavage stimulation factor 2 promotes malignant progression of liver hepatocellular carcinoma by activating phosphatidylinositol 3′-kinase/protein kinase B/mammalian target of rapamycin pathway
    Zhang, Meng-Hui
    Liu, Jun
    BIOENGINEERED, 2022, 13 (04) : 10047 - 10060
  • [10] HOMER3 promotes liver hepatocellular carcinoma cancer progression by -upregulating EZH2 and mediating miR-361/GPNMB axis
    Chen, Lixia
    Shan, Xiangxiang
    Wan, Xinqiang
    Zha, Wenzhang
    Fan, Rengen
    PATHOLOGY RESEARCH AND PRACTICE, 2024, 254