Systemic lupus erythematosus (SLE) is an autoimmune disorder with a wide range of clinical symptoms. Enormous progress has been made in the immunological and genetic understanding of SLE. However, the biology of disease heterogeneity in SLE has remained largely unexplored. Human immune profiling studies, helped by recent technological advances especially in single-cell and omics analyses, are now shedding light on the cellular and molecular basis of clinical symptoms and disease flares in individual patients. Peripheral blood immunophenotyping analysis with flow cytometry or mass cytometry are identifying responsible cell subsets and markers characteristic of disease heterogeneity. Transcriptome analysis is discovering molecular networks responsible for disease activity, disease subtype and future relapse. In this review, we summarize recent advances in the immune profiling analysis of SLE patients and discuss how they will be used for future precision medicine.
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Kamiyama, Reikou
Yoshimi, Ryusuke
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Yoshimi, Ryusuke
Takeno, Mitsuhiro
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Nippon Med Sch, Grad Sch Med, Dept Allergy & Rheumatol, Tokyo, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Takeno, Mitsuhiro
Iribe, Yasuhiro
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Iribe, Yasuhiro
Tsukahara, Toshinori
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Yokohama City Univ, Grad Sch Med, Dept Pulmonol, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Tsukahara, Toshinori
Kishimoto, Daiga
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Kishimoto, Daiga
Kunishita, Yosuke
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Kunishita, Yosuke
Sugiyama, Yumiko
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Sugiyama, Yumiko
Tsuchida, Naomi
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Tsuchida, Naomi
Nakano, Hiroto
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Nakano, Hiroto
Minegishi, Kaoru
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Minegishi, Kaoru
Tamura, Maasa
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Tamura, Maasa
Asami, Yukiko
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Asami, Yukiko
Kirino, Yohei
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Kirino, Yohei
Ishigatsubo, Yoshiaki
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Ishigatsubo, Yoshiaki
Ozato, Keiko
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NICHD, Program Genom Differentiat, NIH, Bethesda, MD USAYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Ozato, Keiko
Nakajima, Hideaki
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
机构:
Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Pediat Rheumatol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
Amarilyo, Gil
La Cava, Antonio
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Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
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Great Ormond St Hosp Sick Children, Dept Paediat Nephrol, London WC1N 3JH, EnglandGreat Ormond St Hosp Sick Children, Dept Paediat Nephrol, London WC1N 3JH, England
Marks, Stephen D.
Tullus, Kjell
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Great Ormond St Hosp Sick Children, Dept Paediat Nephrol, London WC1N 3JH, EnglandGreat Ormond St Hosp Sick Children, Dept Paediat Nephrol, London WC1N 3JH, England
机构:
Ctr Autoimmune & Musculoskeletal Dis, Feinstein Inst Med Res, Manhasset, NY USA
Columbia Univ, Dept Pediat, Div Pediat Rheumatol, Morgan Stanley Childrens Hosp New York Presbyteri, New York, NY 10027 USACtr Autoimmune & Musculoskeletal Dis, Feinstein Inst Med Res, Manhasset, NY USA
Yildirim-Toruner, Cagri
Diamond, Betty
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Ctr Autoimmune & Musculoskeletal Dis, Feinstein Inst Med Res, Manhasset, NY USACtr Autoimmune & Musculoskeletal Dis, Feinstein Inst Med Res, Manhasset, NY USA
机构:
Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
La Cava, A
Fang, CJ
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机构:
Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
Fang, CJ
Singh, RP
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Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
Singh, RP
Ebling, F
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Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
Ebling, F
Hahn, BH
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Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Kamiyama, Reikou
Yoshimi, Ryusuke
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h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Yoshimi, Ryusuke
Takeno, Mitsuhiro
论文数: 0引用数: 0
h-index: 0
机构:
Nippon Med Sch, Grad Sch Med, Dept Allergy & Rheumatol, Tokyo, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Takeno, Mitsuhiro
Iribe, Yasuhiro
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Iribe, Yasuhiro
Tsukahara, Toshinori
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h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Yokohama City Univ, Grad Sch Med, Dept Pulmonol, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Tsukahara, Toshinori
Kishimoto, Daiga
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h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Kishimoto, Daiga
Kunishita, Yosuke
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h-index: 0
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Kunishita, Yosuke
Sugiyama, Yumiko
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h-index: 0
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Sugiyama, Yumiko
Tsuchida, Naomi
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h-index: 0
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Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Tsuchida, Naomi
Nakano, Hiroto
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h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Nakano, Hiroto
Minegishi, Kaoru
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Minegishi, Kaoru
Tamura, Maasa
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Tamura, Maasa
Asami, Yukiko
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Asami, Yukiko
Kirino, Yohei
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Kirino, Yohei
Ishigatsubo, Yoshiaki
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Ishigatsubo, Yoshiaki
Ozato, Keiko
论文数: 0引用数: 0
h-index: 0
机构:
NICHD, Program Genom Differentiat, NIH, Bethesda, MD USAYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
Ozato, Keiko
Nakajima, Hideaki
论文数: 0引用数: 0
h-index: 0
机构:
Yokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, JapanYokohama City Univ, Grad Sch Med, Dept Stem Cell & Immune Regulat, Yokohama, Kanagawa, Japan
机构:
Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Pediat Rheumatol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
Amarilyo, Gil
La Cava, Antonio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
机构:
Great Ormond St Hosp Sick Children, Dept Paediat Nephrol, London WC1N 3JH, EnglandGreat Ormond St Hosp Sick Children, Dept Paediat Nephrol, London WC1N 3JH, England
Marks, Stephen D.
Tullus, Kjell
论文数: 0引用数: 0
h-index: 0
机构:
Great Ormond St Hosp Sick Children, Dept Paediat Nephrol, London WC1N 3JH, EnglandGreat Ormond St Hosp Sick Children, Dept Paediat Nephrol, London WC1N 3JH, England
机构:
Ctr Autoimmune & Musculoskeletal Dis, Feinstein Inst Med Res, Manhasset, NY USA
Columbia Univ, Dept Pediat, Div Pediat Rheumatol, Morgan Stanley Childrens Hosp New York Presbyteri, New York, NY 10027 USACtr Autoimmune & Musculoskeletal Dis, Feinstein Inst Med Res, Manhasset, NY USA
Yildirim-Toruner, Cagri
Diamond, Betty
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Autoimmune & Musculoskeletal Dis, Feinstein Inst Med Res, Manhasset, NY USACtr Autoimmune & Musculoskeletal Dis, Feinstein Inst Med Res, Manhasset, NY USA
机构:
Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
La Cava, A
Fang, CJ
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
Fang, CJ
Singh, RP
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
Singh, RP
Ebling, F
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA
Ebling, F
Hahn, BH
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Div Rheumatol, David Geffen Sch Med, Los Angeles, CA 90095 USA