TY - JOUR
T1 - Cytometry by time of flight identifies distinct signatures in patients with systemic sclerosis, systemic lupus erythematosus and Sjögrens syndrome
AU - van der Kroef, Maarten
AU - van den Hoogen, Lucas L.
AU - Mertens, Jorre S.
AU - Blokland, Sofie L.M.
AU - Haskett, Scott
AU - Devaprasad, Abhinandan
AU - Carvalheiro, Tiago
AU - Chouri, Eleni
AU - Vazirpanah, Nadia
AU - Cossu, Marta
AU - Wichers, Catherina G.K.
AU - Silva-Cardoso, Sandra C.
AU - Affandi, Alsya J.
AU - Bekker, Cornelis P.J.
AU - Lopes, Ana P.
AU - Hillen, Maarten R.
AU - Bonte-Mineur, Femke
AU - Kok, Marc R.
AU - Beretta, Lorenzo
AU - Rossato, Marzia
AU - Mingueneau, Michaël
AU - van Roon, Joel A.G.
AU - Radstake, Timothy R.D.J.
N1 - Publisher Copyright:
© 2019 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim
PY - 2020/1/1
Y1 - 2020/1/1
N2 - Systemic sclerosis (SSc), systemic lupus erythematosus (SLE) and primary Sjögrens syndrome (pSS) are clinically distinct systemic autoimmune diseases (SADs) that share molecular pathways. We quantified the frequency of circulating immune-cells in 169 patients with these SADs and 44 healty controls (HC) using mass-cytometry and assessed the diagnostic value of these results. Alterations in the frequency of immune-cell subsets were present in all SADs compared to HC. Most alterations, including a decrease of CD56hi NK-cells in SSc and IgM+ Bcells in pSS, were disease specific; only a reduced frequency of plasmacytoid dendritic cells was common between all SADs Strikingly, hierarchical clustering of SSc patients identified 4 clusters associated with different clinical phenotypes, and 9 of the 12 cell subset-alterations in SSc were also present during the preclinical-phase of the disease. Additionally, we found a strong association between the use of prednisone and alterations in B-cell subsets. Although differences in immune-cell frequencies between these SADs are apparent, the discriminative value thereof is too low for diagnostic purposes. Within each disease, mass cytometry analyses revealed distinct patterns between endophenotypes. Given the lack of tools enabling early diagnosis of SSc, our results justify further research into the value of cellular phenotyping as a diagnostic aid.
AB - Systemic sclerosis (SSc), systemic lupus erythematosus (SLE) and primary Sjögrens syndrome (pSS) are clinically distinct systemic autoimmune diseases (SADs) that share molecular pathways. We quantified the frequency of circulating immune-cells in 169 patients with these SADs and 44 healty controls (HC) using mass-cytometry and assessed the diagnostic value of these results. Alterations in the frequency of immune-cell subsets were present in all SADs compared to HC. Most alterations, including a decrease of CD56hi NK-cells in SSc and IgM+ Bcells in pSS, were disease specific; only a reduced frequency of plasmacytoid dendritic cells was common between all SADs Strikingly, hierarchical clustering of SSc patients identified 4 clusters associated with different clinical phenotypes, and 9 of the 12 cell subset-alterations in SSc were also present during the preclinical-phase of the disease. Additionally, we found a strong association between the use of prednisone and alterations in B-cell subsets. Although differences in immune-cell frequencies between these SADs are apparent, the discriminative value thereof is too low for diagnostic purposes. Within each disease, mass cytometry analyses revealed distinct patterns between endophenotypes. Given the lack of tools enabling early diagnosis of SSc, our results justify further research into the value of cellular phenotyping as a diagnostic aid.
KW - CyTOF
KW - immunophenotyping
KW - Sjögren's syndrome
KW - systemic lupus erythematosus
KW - systemic sclerosis
UR - http://www.scopus.com/inward/record.url?scp=85073772633&partnerID=8YFLogxK
U2 - 10.1002/eji.201948129
DO - 10.1002/eji.201948129
M3 - Article
C2 - 31424086
SN - 0014-2980
VL - 50
SP - 119
EP - 129
JO - European Journal of Immunology
JF - European Journal of Immunology
IS - 1
ER -