Single-cell mass cytometry on peripheral blood identifies immune cell subsets associated with primary biliary cholangitis

被引:14
作者
Jang, Jin Sung [1 ,2 ]
Juran, Brian D. [3 ]
Cunningham, Kevin Y. [4 ,5 ]
Gupta, Vinod K. [6 ,7 ]
Son, Young Min [8 ,9 ]
Yang, Ju Dong [10 ]
Ali, Ahmad H. [3 ]
Enninga, Elizabeth Ann L. [9 ,11 ]
Sung, Jaeyun [6 ,7 ,12 ]
Lazaridis, Konstantinos N. [3 ]
机构
[1] Mayo Clin, Ctr Individualized Med, Med Genome Facil, Rochester, MN 55905 USA
[2] Mayo Clin, Dept Lab Med & Pathol, Rochester, MN 55905 USA
[3] Mayo Clin, Div Gastroenterol & Hepatol, Dept Internal Med, 200 First St SW, Rochester, MN 55905 USA
[4] Mayo Clin, Grad Res Educ Program GREP, Rochester, MN 55905 USA
[5] Univ Minnesota Twin Cities, Dept Comp Sci & Engn, Minneapolis, MN USA
[6] Mayo Clin, Ctr Individualized Med, Microbiome Program, Rochester, MN 55905 USA
[7] Mayo Clin, Div Surg Res, Dept Surg, 200 First St SW, Rochester, MN 55905 USA
[8] Mayo Clin, Div Pulm & Crit Care Med, Dept Med, Rochester, MN 55905 USA
[9] Mayo Clin, Dept Immunol, Rochester, MN 55905 USA
[10] Cedars Sinai Med Ctr, Dept Med, Div Digest & Liver Dis, Los Angeles, CA 90048 USA
[11] Mayo Clin, Dept Obstet & Gynecol, Rochester, MN USA
[12] Mayo Clin, Div Rheumatol, Dept Med, Rochester, MN 55905 USA
基金
美国国家卫生研究院;
关键词
REGULATORY B-CELLS; T-CELLS; CIRRHOSIS; VISUALIZATION; MONOCYTES; ELEVATION; REVEALS; HEALTH; LIVERS;
D O I
10.1038/s41598-020-69358-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The relationship between primary biliary cholangitis (PBC), a chronic cholestatic autoimmune liver disease, and the peripheral immune system remains to be fully understood. Herein, we performed the first mass cytometry (CyTOF)-based, immunophenotyping analysis of the peripheral immune system in PBC at single-cell resolution. CyTOF was performed on peripheral blood mononuclear cells (PBMCs) from PBC patients (n=33) and age-/sex-matched healthy controls (n=33) to obtain immune cell abundance and marker expression profiles. Hierarchical clustering methods were applied to identify immune cell types and subsets significantly associated with PBC. Subsets of gamma-delta T cells (CD3(+)TCRgd(+)), CD8(+) T cells (CD3(+)CD8(+)CD161(+)PD1(+)), and memory B cells (CD3(-)CD19(+)CD20(+)CD24(+)CD27(+)) were found to have lower abundance in PBC than in control. In contrast, higher abundance of subsets of monocytes and naive B cells were observed in PBC compared to control. Furthermore, several naive B cell (CD3(-)CD19(+)CD20(+)CD24(-)CD27(-)) subsets were significantly higher in PBC patients with cirrhosis (indicative of late-stage disease) than in those without cirrhosis. Alternatively, subsets of memory B cells were lower in abundance in cirrhotic relative to non-cirrhotic PBC patients. Future immunophenotyping investigations could lead to better understanding of PBC pathogenesis and progression, and also to the discovery of novel biomarkers and treatment strategies.
引用
收藏
页数:13
相关论文
共 42 条
[1]   viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia [J].
Amir, El-ad David ;
Davis, Kara L. ;
Tadmor, Michelle D. ;
Simonds, Erin F. ;
Levine, Jacob H. ;
Bendall, Sean C. ;
Shenfeld, Daniel K. ;
Krishnaswamy, Smita ;
Nolan, Garry P. ;
Pe'er, Dana .
NATURE BIOTECHNOLOGY, 2013, 31 (06) :545-+
[2]   MITOCHONDRIAL ANTIGENS AND AUTOANTIBODIES - FROM ANTI-M1 TO ANTI-M9 [J].
BERG, PA ;
KLEIN, R .
KLINISCHE WOCHENSCHRIFT, 1986, 64 (19) :897-909
[3]   Automated identification of stratifying signatures in cellular subpopulations [J].
Bruggner, Robert V. ;
Bodenmiller, Bernd ;
Dill, David L. ;
Tibshirani, Robert J. ;
Nolan, Garry P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (26) :E2770-E2777
[4]   Increased killing activity and decreased cytokine production in NK cells in patients with primary biliary cirrhosis [J].
Chuang, Ya-Hui ;
Lian, Zhe-Xiong ;
Tsuneyama, Koichi ;
Chiang, Bor-Luen ;
Ansari, Aftab A. ;
Coppel, Ross L. ;
Gershwin, M. Eric .
JOURNAL OF AUTOIMMUNITY, 2006, 26 (04) :232-240
[5]   Activated and Exhausted MAIT Cells Foster Disease Progression and Indicate PoorOutcomein Hepatocellular Carcinoma [J].
Duan, Meng ;
Goswami, Shyamal ;
Shi, Jie-Yi ;
Wu, Lin-Jie ;
Wang, Xiao-Ying ;
Ma, Jia-Qiang ;
Zhang, Zhao ;
Shi, Yang ;
Ma, Li-Jie ;
Zhang, Shu ;
Xi, Rui-Bin ;
Cao, Ya ;
Zhou, Jian ;
Fan, Jia ;
Zhang, Xiao-Ming ;
Gao, Qiang .
CLINICAL CANCER RESEARCH, 2019, 25 (11) :3304-3316
[6]   A novel role for IL-3:: Human monocytes cultured in the presence of IL-3 and IL-4 differentiate into dendritic cells that produce less IL-12 and shift Th cell responses toward a Th2 cytokine pattern [J].
Ebner, S ;
Hofer, S ;
Nguyen, VA ;
Fürhapter, C ;
Herold, M ;
Fritsch, P ;
Heufler, C ;
Romani, N .
JOURNAL OF IMMUNOLOGY, 2002, 168 (12) :6199-6207
[7]   CD161 Defines a Transcriptional and Functional Phenotype across Distinct Human T Cell Lineages [J].
Fergusson, Joannah R. ;
Smith, Kira E. ;
Fleming, Vicki M. ;
Rajoriya, Neil ;
Newell, Evan W. ;
Simmons, Ruth ;
Marchi, Emanuele ;
Bjorkander, Sophia ;
Kang, Yu-Hoi ;
Swadling, Leo ;
Kurioka, Ayako ;
Sahgal, Natasha ;
Lockstone, Helen ;
Baban, Dilair ;
Freeman, Gordon J. ;
Sverremark-Ekstrom, Eva ;
Davis, Mark M. ;
Davenport, Miles P. ;
Venturi, Vanessa ;
Ussher, James E. ;
Willberg, Christian B. ;
Klenerman, Paul .
CELL REPORTS, 2014, 9 (03) :1075-1088
[8]   Nucleotide variations amongst VH genes of AMA-producing B cell clones in primary biliary cirrhosis [J].
Fukushima, N ;
Ikematsu, H ;
Nakamura, M ;
Matsui, M ;
Shimoda, S ;
Hayashida, K ;
Niho, Y ;
Koike, K ;
Gershwin, ME ;
Ishibashi, H .
JOURNAL OF AUTOIMMUNITY, 2000, 14 (03) :247-257
[9]   Portal Hypertensive Bleeding in Cirrhosis: Risk Stratification, Diagnosis, and Management: 2016 Practice Guidance by the American Association for the Study of Liver Diseases [J].
Garcia-Tsao, Guadalupe ;
Abraldes, Juan G. ;
Berzigotti, Annalisa ;
Bosch, Jaime .
HEPATOLOGY, 2017, 65 (01) :310-335
[10]   A Method for Identification and Analysis of Non-Overlapping Myeloid Immunophenotypes in Humans [J].
Gustafson, Michael P. ;
Lin, Yi ;
Maas, Mary L. ;
Van Keulen, Virginia P. ;
Johnston, Patrick B. ;
Peikert, Tobias ;
Gastineau, Dennis A. ;
Dietz, Allan B. .
PLOS ONE, 2015, 10 (03)