Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry

Heming, Michael; Mueller-Miny, Louisa; Rolfes, Leoni; Schulte-Mecklenbeck, Andreas; Brix, Tobias J.; Varghese, Julian; Pawlitzki, Marc; Pavenstaedt, Hermann; Kriegel, Martin A.; Gross, Catharina C.; Wiendl, Heinz; Meyer zu Hoerste, Gerd

Forschungsartikel (Zeitschrift) | Peer reviewed

Zusammenfassung

Objective: Neurological manifestations of autoimmune connective tissue diseases (CTD) are poorly understood and difficult to diagnose. We here aimed to address this shortcoming by studying immune cell compositions in CTD patients with and without neurological manifestation. Methods: Using flow cytometry, we retrospectively investigated paired cerebrospinal fluid (CSF) and blood samples of 28 CTD patients without neurological manifestation, 38 CTD patients with neurological manifestation (N-CTD), 38 non-inflammatory controls, and 38 multiple sclerosis (MS) patients, a paradigmatic primary neuroinflammatory disease. Results: We detected an expansion of plasma cells in the blood of both N-CTD and CTD compared to non-inflammatory controls and MS. Blood plasma cells alone distinguished the clinically similar entities N-CTD and MS with high discriminatory performance (AUC: 0.81). Classical blood monocytes indicated higher disease activity in systemic lupus erythematosus (SLE) patients. Surprisingly, immune cells in the CSF did not differ significantly between N-CTD and CTD, while CD4+ T cells and the CD4+/CD8+ ratio were elevated in the blood of N-CTD compared to CTD. Several B cell-associated parameters partially overlapped in the CSF in MS and N-CTD. We built a machine learning model that distinguished N-CTD from MS with high discriminatory power using either blood or CSF. Conclusion: We here find that blood flow cytometry alone surprisingly suffices to distinguish CTD with neurological manifestations from clinically similar entities, suggesting that a rapid blood test could support clinicians in the differential diagnosis of N-CTD.

Details zur Publikation

FachzeitschriftJournal of Neuroinflammation
Jahrgang / Bandnr. / Volume20
Ausgabe / Heftnr. / Issue1
StatusVeröffentlicht
Veröffentlichungsjahr2023
Sprache, in der die Publikation verfasst istEnglisch
DOI10.1186/s12974-023-02733-w
Link zum Volltexthttps://jneuroinflammation.biomedcentral.com/articles/10.1186/s12974-023-02733-w
StichwörterCerebrospinal fluid; Connective tissue disease; Systemic lupus erythematosus; Flow cytometry

Autor*innen der Universität Münster

Brix, Tobias
Institut für Medizinische Informatik
Groß, Catharina
Klinik für Neurologie mit Institut für Translationale Neurologie
Heming, Michael Oleg
Klinik für Neurologie mit Institut für Translationale Neurologie
Kriegel, Martin Alexander
Institut für Muskuloskelettale Medizin (IMM)
Meyer zu Hörste, Gerd Heinrich Rudolf
Klinik für Neurologie mit Institut für Translationale Neurologie
Müller-Miny, Louisa
Klinik für Neurologie mit Institut für Translationale Neurologie
Pavenstädt, Hermann-Joseph
Medizinische Klinik D (Med D)
Schulte-Mecklenbeck, Andreas
Klinik für Neurologie mit Institut für Translationale Neurologie
Varghese, Julian
Institut für Medizinische Informatik
Wiendl, Heinz Siegfried
Klinik für Neurologie mit Institut für Translationale Neurologie