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.
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Washington Univ, Div Rheumatol, Dept Med, St Louis, MO 63110 USAWashington Univ, Div Rheumatol, Dept Med, St Louis, MO 63110 USA
Lee, Iris
Zickuhr, Lisa
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Washington Univ, Div Rheumatol, Dept Med, St Louis, MO 63110 USAWashington Univ, Div Rheumatol, Dept Med, St Louis, MO 63110 USA
Zickuhr, Lisa
Hassman, Lynn
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Washington Univ, Dept Ophthalmol & Visual Sci, 660 S Euclid Ave,Campus Box 8096, St Louis, MO 63110 USAWashington Univ, Div Rheumatol, Dept Med, St Louis, MO 63110 USA
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Sasaki, Takanori
Bracero, Sabrina
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Bracero, Sabrina
Keegan, Joshua
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Keegan, Joshua
Chen, Lin
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Chen, Lin
Cao, Ye
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Cao, Ye
Stevens, Emma
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Stevens, Emma
Qu, Yujie
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Merck Sharp & Dohme Ltd, Kenilworth, NJ USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Qu, Yujie
Wang, Guoxing
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Merck Sharp & Dohme Ltd, Kenilworth, NJ USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Wang, Guoxing
Nguyen, Jennifer
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Nguyen, Jennifer
Sparks, Jeffrey A.
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Sparks, Jeffrey A.
Holers, V. Michael
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Univ Colorado, Div Rheumatol, Sch Med, Aurora, CO USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Holers, V. Michael
Alves, Stephen E.
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Merck Sharp & Dohme Ltd, Kenilworth, NJ USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Alves, Stephen E.
Lederer, James A.
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Lederer, James A.
Costenbader, Karen H.
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Costenbader, Karen H.
Rao, Deepak A.
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Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
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First Hosp Jilin Univ, Dept Crit Care Med, 71,Xinmin St, Changchun 130021, Peoples R ChinaFirst Hosp Jilin Univ, Dept Crit Care Med, 71,Xinmin St, Changchun 130021, Peoples R China
Lv, Juan
Chen, Lu
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First Hosp Jilin Univ, Dept Rheumatol, 71,Xinmin St, Changchun 130021, Peoples R ChinaFirst Hosp Jilin Univ, Dept Crit Care Med, 71,Xinmin St, Changchun 130021, Peoples R China
Chen, Lu
Wang, Xin
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First Hosp Jilin Univ, Dept Rheumatol, 71,Xinmin St, Changchun 130021, Peoples R ChinaFirst Hosp Jilin Univ, Dept Crit Care Med, 71,Xinmin St, Changchun 130021, Peoples R China
Wang, Xin
Gao, Qi
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First Hosp Jilin Univ, Dept Rheumatol, 71,Xinmin St, Changchun 130021, Peoples R ChinaFirst Hosp Jilin Univ, Dept Crit Care Med, 71,Xinmin St, Changchun 130021, Peoples R China
Gao, Qi
Zhao, Ling
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First Hosp Jilin Univ, Dept Rheumatol, 71,Xinmin St, Changchun 130021, Peoples R ChinaFirst Hosp Jilin Univ, Dept Crit Care Med, 71,Xinmin St, Changchun 130021, Peoples R China
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Karolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Karolinska Univ Hosp, Stockholm, SwedenKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Lindblom, Julius
Toro-Dominguez, Daniel
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Univ Granada, Ctr Genom & Oncol Research Pfizer, GENYO, Granada, Spain
Andalusian Reg Govt, Granada, Spain
Med Gen, Granada, SpainKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Toro-Dominguez, Daniel
Carnero-Montoro, Elena
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Univ Granada, Ctr Genom & Oncol Research Pfizer, GENYO, Granada, Spain
Andalusian Reg Govt, Granada, Spain
Med Gen, Granada, SpainKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Carnero-Montoro, Elena
Beretta, Lorenzo
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Fdn IRCCS Ca Granda Osped Maggiore Policlin Milan, Referral Ctr Syst Autoimmune Dis, Milan, ItalyKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Beretta, Lorenzo
Borghi, Maria Orietta
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Univ Milan, Dept Clin Sci & Community Hlth, Cusano Milanino, MI, Italy
Ist Auxol Italiano, Cusano Milanino, MI, ItalyKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Borghi, Maria Orietta
Castillo, Jessica
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Univ Houston, Dept Biomed Engn, Houston, TX USAKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Castillo, Jessica
Enman, Yvonne
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Karolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Karolinska Univ Hosp, Stockholm, SwedenKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Enman, Yvonne
Mohan, Chandra
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Univ Houston, Dept Biomed Engn, Houston, TX USAKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Mohan, Chandra
Alarcon-Riquelme, Marta E.
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Univ Granada, Ctr Genom & Oncol Research Pfizer, GENYO, Granada, Spain
Andalusian Reg Govt, Granada, Spain
Med Gen, Granada, Spain
Karolinska Inst, Inst Environm Med, Stockholm, SwedenKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Alarcon-Riquelme, Marta E.
Barturen, Guillermo
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Univ Granada, Ctr Genom & Oncol Research Pfizer, GENYO, Granada, Spain
Andalusian Reg Govt, Granada, Spain
Med Gen, Granada, Spain
Univ Granada, Fac Sci, Dept Genet, Granada, SpainKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Barturen, Guillermo
Parodis, Ioannis
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Karolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden
Karolinska Univ Hosp, Stockholm, Sweden
Univ Granada, Ctr Genom & Oncol Research Pfizer, GENYO, Granada, Spain
Andalusian Reg Govt, Granada, Spain
Med Gen, Granada, Spain
Orebro Univ, Fac Med & Hlth, Dept Rheumatol, Orebro, SwedenKarolinska Inst, Dept Med Solna, Div Rheumatol, Stockholm, Sweden