Immunosuppressive role of SPP1-CD44 in the tumor microenvironment of intrahepatic cholangiocarcinoma assessed by single-cell RNA sequencing

被引:30
作者
Cheng, Meiling [1 ]
Liang, Guodong [3 ]
Yin, Zongyi [4 ,5 ]
Lin, Xiaona [1 ]
Sun, Qihui [1 ]
Liu, Yang [2 ]
机构
[1] South China Univ Technol, Sch Med, Guangzhou 510006, Guangdong, Peoples R China
[2] First Hosp Jilin Univ, Inst Translat Med, Changchun 130021, Jilin, Peoples R China
[3] Jilin Canc Hosp, Dept Colorectal & Stomach Canc Surg, Changchun 130021, Jilin, Peoples R China
[4] Shenzhen Univ, Gen Hosp, Dept Hepatobiliary Surg, Shenzhen 518055, Guangdong, Peoples R China
[5] Guangdong Prov Key Lab Reg Immun & Dis, Shenzhen 518055, Guangdong, Peoples R China
基金
中国博士后科学基金;
关键词
Intrahepatic cholangiocarcinoma; Single-cell RNA sequencing; Tumor microenvironment; SPP1; CD44; CD44; ACTIVATION; OSTEOPONTIN; LANDSCAPE; DYNAMICS;
D O I
10.1007/s00432-022-04498-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose To demonstrate the biological function of Secreted Phosphoprotein 1(SPP1) and its immune suppressive role in the progression intrahepatic cholangiocarcinoma (ICC). Methods We collected 62,770 cells' published transcriptome data of nine patients whose paired adjacent liver and tumor tissues were both available. We applied differential gene expression analysis to screen potential ICC marker genes, survival analysis to verify the prognostic value of SPP1, and correlation analysis to decipher factors that are related to SPP1 expression. The CellChat was used to distinguish interactions between cancer and T cells. CytoSig was applied to query cytokines that modulate CD44. Further, we established a proliferation score and correlated the score with inhibitory signals to determine the proliferation-suppressive function of SPP1-CD44. Results SPP1 expression is significantly upregulated in tumoral epitheliums, and patients with higher SPP1 expression have worse survival (P < 0.05). Tumor cells communicate with T cells via SPP1-CD44 interactions. The average expression of SPP1 in malignant cells (SPP1m) and CD44 in T cells (CD44t) is moderately negatively correlated with T cell proliferation score. Immunosuppressive cytokine TGF beta-3 identified as an inducer of CD44 and was significantly negatively correlated with proliferation score (R = - 0.88, P < 0.01), and the negative correlation was aggravated in samples with high CD44 expression. Conclusion SPP1 is a prognostic marker of ICC and is associated with the genome heterogeneity. SPP1-CD44 hinders sustained proliferation of T cells, but immunosuppressive T cells in the tumor microenvironment may evade this inhibition by reducing CD44 expression.
引用
收藏
页码:5497 / 5512
页数:16
相关论文
共 53 条
[1]   Transforming growth factor betas and their signaling receptors in human hepatocellular carcinoma [J].
Abou-Shady, M ;
Baer, HU ;
Friess, H ;
Berberat, P ;
Zimmermann, A ;
Graber, H ;
Gold, LI ;
Korc, M ;
Büchler, MW .
AMERICAN JOURNAL OF SURGERY, 1999, 177 (03) :209-215
[2]  
Argemi J, 2022, ADV CANCER RES, V156, P367, DOI 10.1016/bs.acr.2022.03.002
[3]   Pembrolizumab (pembro) for advanced biliary adenocarcinoma: Results from the KEYNOTE-028 (KN028) and KEYNOTE-158 (KN158) basket studies. [J].
Bang, Yung-Jue ;
Ueno, Makoto ;
Malka, David ;
Chung, Hyun Cheol ;
Nagrial, Adnan ;
Kelley, Robin Kate ;
Piha-Paul, Sarina Anne ;
Ros, Willeke ;
Italiano, Antoine ;
Nakagawa, Kazuhiko ;
Rugo, Hope S. ;
De Braud, Filippo G. ;
Varga, Andrea I. ;
Hansen, Aaron Richard ;
Gao, Chao ;
Krishnan, Suba ;
Norwood, Kevin ;
Doi, Toshihiko .
JOURNAL OF CLINICAL ONCOLOGY, 2019, 37 (15)
[4]   The role of SPP1 as a prognostic biomarker and therapeutic target in head and neck squamous cell carcinoma [J].
Cai, X. ;
Zhang, H. ;
Li, T. .
INTERNATIONAL JOURNAL OF ORAL AND MAXILLOFACIAL SURGERY, 2022, 51 (06) :732-741
[5]   Immune Profiling of Combined Hepatocellular-Cholangiocarcinoma Reveals Distinct Subtypes and Activation of Gene Signatures Predictive of Response to Immunotherapy [J].
Cong Trung Nguyen ;
Caruso, Stefano ;
Maille, Pascale ;
Beaufrere, Aurelie ;
Augustin, Jeremy ;
Favre, Loetitia ;
Pujals, Anais ;
Boulagnon-Rombi, Camille ;
Rhaiem, Rami ;
Amaddeo, Giuliana ;
di Tommaso, Luca ;
Luciani, Alain ;
Regnault, Helene ;
Brustia, Raffaele ;
Scatton, Olivier ;
Charlotte, Frederic ;
Brocheriou, Isabelle ;
Sommacale, Daniele ;
Soussan, Patrick ;
Leroy, Vincent ;
Laurent, Alexis ;
Van Ky Le ;
Van To Ta ;
Hong Son Trinh ;
Thi Lan Tran ;
Gentien, David ;
Rapinat, Audrey ;
Nault, Jean Charles ;
Allaire, Manon ;
Mule, Sebastien ;
Zucman-Rossi, Jessica ;
Pawlotsky, Jean-Michel ;
Tournigand, Christophe ;
Lafdil, Fouad ;
Paradis, Valerie ;
Calderaro, Julien .
CLINICAL CANCER RESEARCH, 2022, 28 (03) :540-551
[6]   Immune checkpoint inhibitors: recent progress and potential biomarkers [J].
Darvin, Pramod ;
Toor, Salman M. ;
Nair, Varun Sasidharan ;
Elkord, Eyad .
EXPERIMENTAL AND MOLECULAR MEDICINE, 2018, 50 :1-11
[7]  
DeGrendele HC, 1997, J IMMUNOL, V159, P2549
[8]  
English NM, 1998, CANCER RES, V58, P3736
[9]   Global characterization of T cells in non-small-cell lung cancer by single-cell sequencing [J].
Guo, Xinyi ;
Zhang, Yuanyuan ;
Zheng, Liangtao ;
Zheng, Chunhong ;
Song, Jintao ;
Zhang, Qiming ;
Kang, Boxi ;
Liu, Zhouzerui ;
Jin, Liang ;
Xing, Rui ;
Gao, Ranran ;
Zhang, Lei ;
Dong, Minghui ;
Hu, Xueda ;
Ren, Xianwen ;
Kirchhoff, Dennis ;
Roider, Helge Gottfried ;
Yan, Tiansheng ;
Zhang, Zemin .
NATURE MEDICINE, 2018, 24 (07) :978-+
[10]   Integrated analysis of multimodal single-cell data [J].
Hao, Yuhan ;
Hao, Stephanie ;
Andersen-Nissen, Erica ;
Mauck, William M. I. I. I. I. I. I. ;
Zheng, Shiwei ;
Butler, Andrew ;
Lee, Maddie J. ;
Wilk, Aaron J. ;
Darby, Charlotte ;
Zager, Michael ;
Hoffman, Paul ;
Stoeckius, Marlon ;
Papalexi, Efthymia ;
Mimitou, Eleni P. ;
Jain, Jaison ;
Srivastava, Avi ;
Stuart, Tim ;
Fleming, Lamar M. ;
Yeung, Bertrand ;
Rogers, Angela J. ;
McElrath, Juliana M. ;
Blish, Catherine A. ;
Gottardo, Raphael ;
Smibert, Peter ;
Satija, Rahul .
CELL, 2021, 184 (13) :3573-+