Specific myeloid signatures in peripheral blood differentiate active and rare clinical phenotypes of multiple sclerosis.
B cells
NK cells
T cells
macrophages
mass cytometry
multiple sclerosis
myeloid-signature
tumefactive multiple sclerosis
Journal
Frontiers in immunology
ISSN: 1664-3224
Titre abrégé: Front Immunol
Pays: Switzerland
ID NLM: 101560960
Informations de publication
Date de publication:
2023
2023
Historique:
received:
16
10
2022
accepted:
03
01
2023
entrez:
10
2
2023
pubmed:
11
2
2023
medline:
14
2
2023
Statut:
epublish
Résumé
Current understanding of Multiple Sclerosis (MS) pathophysiology implicates perturbations in adaptive cellular immune responses, predominantly T cells, in Relapsing-Remitting forms (RRMS). Nevertheless, from a clinical perspective MS is a heterogeneous disease reflecting the heterogeneity of involved biological systems. This complexity requires advanced analysis tools at the single-cell level to discover biomarkers for better patient-group stratification. We designed a novel 44-parameter mass cytometry panel to interrogate predominantly the role of effector and regulatory subpopulations of peripheral blood myeloid subsets along with B and T-cells (excluding granulocytes) in MS, assessing three different patient cohorts: RRMS, PPMS (Primary Progressive) and Tumefactive MS patients (TMS) (n=10, 8, 14 respectively). We further subgrouped our cohort into inactive or active disease stages to capture the early underlying events in disease pathophysiology. Peripheral blood analysis showed that TMS cases belonged to the spectrum of RRMS, whereas PPMS cases displayed different features. In particular, TMS patients during a relapse stage were characterized by a specific subset of CD11c+CD14+ CD33+, CD192+, CD172+-myeloid cells with an alternative phenotype of monocyte-derived macrophages (high arginase-1, CD38, HLA-DR-low and endogenous TNF-a production). Moreover, TMS patients in relapse displayed a selective CD4 T-cell lymphopenia of cells with a Th2-like polarised phenotype. PPMS patients did not display substantial differences from healthy controls, apart from a trend toward higher expansion of NK cell subsets. Importantly, we found that myeloid cell populations are reshaped under effective disease-modifying therapy predominantly with glatiramer acetate and to a lesser extent with anti-CD20, suggesting that the identified cell signature represents a specific therapeutic target in TMS. The expanded myeloid signature in TMS patients was also confirmed by flow cytometry. Serum neurofilament light-chain levels confirmed the correlation of this myeloid cell signature with indices of axonal injury. More in-depth analysis of myeloid subsets revealed an increase of a subset of highly cytolytic and terminally differentiated NK cells in PPMS patients with leptomeningeal enhancement (active-PPMS), compared to those without (inactive-PPMS). We have identified previously uncharacterized subsets of circulating myeloid cells and shown them to correlate with distinct disease forms of MS as well as with specific disease states (relapse/remission).
Identifiants
pubmed: 36761741
doi: 10.3389/fimmu.2023.1071623
pmc: PMC9905713
doi:
Substances chimiques
Biomarkers
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1071623Informations de copyright
Copyright © 2023 Vakrakou, Paschalidis, Pavlos, Giannouli, Karathanasis, Tsipota, Velonakis, Stadelmann-Nessler, Evangelopoulos, Stefanis and Kilidireas.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
Nature. 2019 Feb;566(7744):E9
pubmed: 30723267
Immunity. 2015 Sep 15;43(3):502-14
pubmed: 26341401
J Exp Med. 2010 Aug 30;207(9):1907-21
pubmed: 20696699
PLoS One. 2015 Dec 23;10(12):e0145342
pubmed: 26699615
Nat Neurosci. 2013 Sep;16(9):1211-1218
pubmed: 23872599
Neurology. 2017 Nov 28;89(22):2230-2237
pubmed: 29079686
J Immunol. 2007 May 15;178(10):6624-33
pubmed: 17475894
J Neuroinflammation. 2013 Mar 04;10:35
pubmed: 23452918
Brain. 2018 Jul 1;141(7):2066-2082
pubmed: 29873694
Immunol Cell Biol. 2014 Jul;92(6):509-17
pubmed: 24638064
Neurology. 2015 Jul 7;85(1):18-28
pubmed: 25888557
Mult Scler Relat Disord. 2017 Nov;18:184-185
pubmed: 29141807
Acta Neuropathol. 2017 Sep;134(3):383-401
pubmed: 28624961
Diagnostics (Basel). 2022 Dec 27;13(1):
pubmed: 36611365
Nat Neurosci. 2018 Sep;21(9):1196-1208
pubmed: 30127427
Front Immunol. 2021 May 04;12:653577
pubmed: 34017332
Brain. 2020 Jul 1;143(7):2073-2088
pubmed: 32577755
Immunol Lett. 2005 Apr 15;98(1):23-31
pubmed: 15790505
Ann Neurol. 2009 Jun;65(6):639-49
pubmed: 19557869
Brain. 2003 Dec;126(Pt 12):2738-49
pubmed: 14506071
Nat Commun. 2018 Nov 2;9(1):4593
pubmed: 30389931
Cell. 2020 Nov 25;183(5):1264-1281.e20
pubmed: 33091337
Carcinogenesis. 2015 Nov;36(11):1354-62
pubmed: 26363032
Front Immunol. 2020 Apr 29;11:594
pubmed: 32411125
Brain. 2009 Sep;132(Pt 9):2487-500
pubmed: 19531531
Front Immunol. 2018 Jul 10;9:1593
pubmed: 30042766
FASEB J. 2016 May;30(5):1724-32
pubmed: 26740263
Sci Transl Med. 2015 May 13;7(287):287ra74
pubmed: 25972006
Cytometry B Clin Cytom. 2020 Mar;98(2):146-160
pubmed: 31758746
Science. 1983 Jan 21;219(4582):308-10
pubmed: 6217550
Nat Neurosci. 2018 Apr;21(4):541-551
pubmed: 29507414
Brain. 2017 Mar 1;140(3):527-546
pubmed: 27794524
Mult Scler. 2004 Jun;10 Suppl 1:S23-30
pubmed: 15218806
Sci Transl Med. 2015 Oct 21;7(310):310ra166
pubmed: 26491076
Blood. 2009 Apr 2;113(14):3190-7
pubmed: 19196868
Brain. 2009 May;132(Pt 5):1175-89
pubmed: 19339255
J Immunol. 2016 Dec 15;197(12):4576-4583
pubmed: 27837111
Front Immunol. 2021 Apr 15;12:666961
pubmed: 33936108
Elife. 2022 May 10;11:
pubmed: 35536009
Bioinformatics. 2016 Sep 15;32(18):2847-9
pubmed: 27207943
J Immunol. 2008 Apr 1;180(7):4495-506
pubmed: 18354171
Brain Pathol. 2020 Nov;30(6):1144-1157
pubmed: 32902014
Ann Clin Transl Neurol. 2017 May 09;4(6):369-380
pubmed: 28589164
Brain. 2011 Sep;134(Pt 9):2755-71
pubmed: 21840891
Immunol Cell Biol. 2017 Mar;95(3):297-305
pubmed: 27694998
Brain Pathol. 2021 Nov;31(6):e12969
pubmed: 33955606
Brain. 2017 Jul 1;140(7):1900-1913
pubmed: 28541408
J Neuroinflammation. 2016 Feb 22;13:46
pubmed: 26906225
Nat Neurosci. 2011 Jul 31;14(9):1142-9
pubmed: 21804537
J Immunol. 2007 Jun 1;178(11):6695-9
pubmed: 17513712
J Exp Med. 2000 Sep 18;192(6):899-905
pubmed: 10993920
Nature. 2021 Feb;590(7846):473-479
pubmed: 33408417
Lancet Neurol. 2016 Feb;15(2):198-209
pubmed: 26724103
Front Neurol. 2022 Mar 15;13:868525
pubmed: 35418930
Neuron. 2014 Sep 3;83(5):1098-116
pubmed: 25132469
J Immunol. 2012 Feb 1;188(3):1136-46
pubmed: 22210912
Front Immunol. 2019 Jan 10;9:3116
pubmed: 30687321
J Immunol. 2007 Oct 15;179(8):5228-37
pubmed: 17911608
J Immunol. 2016 Feb 15;196(4):1558-67
pubmed: 26746191
Eur J Immunol. 2020 Oct;50(10):1560-1570
pubmed: 32438469
Immunity. 2017 Feb 21;46(2):245-260
pubmed: 28228281
Methods. 2014 Jan 15;65(2):254-9
pubmed: 24091004
Cytometry A. 2015 Jul;87(7):636-45
pubmed: 25573116
Immunol Cell Biol. 2018 Feb;96(2):160-174
pubmed: 29363161
J Immunol. 2014 Mar 15;192(6):2551-63
pubmed: 24510966
Immunity. 2018 Oct 16;49(4):725-739.e6
pubmed: 30314758
Glia. 2014 May;62(5):804-17
pubmed: 24677019
Immunology. 2003 Sep;110(1):141-8
pubmed: 12941151
Cell. 2004 Apr 16;117(2):265-77
pubmed: 15084263
Curr Protoc Cytom. 2010 Jul;Chapter 10:Unit10.17
pubmed: 20578106
Neurobiol Dis. 2020 Jul;140:104869
pubmed: 32278882
Nature. 2015 Feb 19;518(7539):337-43
pubmed: 25363779
Acta Neuropathol Commun. 2020 Aug 18;8(1):136
pubmed: 32811567
JCI Insight. 2017 Nov 16;2(22):
pubmed: 29202449
Lancet Neurol. 2021 Jun;20(6):470-483
pubmed: 33930317
Neurobiol Dis. 2005 Feb;18(1):166-75
pubmed: 15649707
Sci Transl Med. 2014 Aug 6;6(248):248ra107
pubmed: 25100741
Proc Natl Acad Sci U S A. 2016 May 24;113(21):E2973-82
pubmed: 27162345
Nature. 2022 Mar;603(7899):152-158
pubmed: 35173329
Neurol Neuroimmunol Neuroinflamm. 2021 Feb 15;8(2):
pubmed: 33589541
Nat Commun. 2016 Jul 06;7:12150
pubmed: 27381735
J Exp Med. 2020 May 4;217(5):
pubmed: 32078678
J Neuroinflammation. 2011 Oct 26;8:146
pubmed: 22027448
PLoS Pathog. 2009 Apr;5(4):e1000371
pubmed: 19360123
Brain. 2004 Jun;127(Pt 6):1370-8
pubmed: 15090474
Ann Neurol. 2018 Jan;83(1):131-141
pubmed: 29283442
Brain Behav Immun. 2016 Aug;56:61-7
pubmed: 27126514
Neurology. 2017 Apr 11;88(15):1439-1444
pubmed: 28283598
Proc Natl Acad Sci U S A. 2019 Dec 17;116(51):25800-25807
pubmed: 31748274
Front Neurol. 2020 Jun 30;11:536
pubmed: 32714265
Brain. 2012 Oct;135(Pt 10):2925-37
pubmed: 22907116
Clin Transl Immunology. 2020 Apr 29;9(5):e01133
pubmed: 32355561
Nat Immunol. 2011 Jun;12(6):560-7
pubmed: 21516112
Nature. 2022 Mar;603(7900):321-327
pubmed: 35073561
Sci Rep. 2019 Dec 19;9(1):19471
pubmed: 31857644
Mult Scler. 2017 Sep;23(10):1336-1345
pubmed: 27811339
Glia. 2021 Apr;69(4):905-924
pubmed: 33217041
Clin Immunol. 2006 Aug;120(2):121-8
pubmed: 16766227
Nat Med. 2019 Aug;25(8):1290-1300
pubmed: 31332391
Brain. 2005 May;128(Pt 5):979-87
pubmed: 15774507
J Exp Med. 2000 Aug 7;192(3):393-404
pubmed: 10934227
AJNR Am J Neuroradiol. 2019 Apr;40(4):620-625
pubmed: 30872420