DISTINCT CELL-BOUND COMPLEMENT ACTIVATION PRODUCTS ASSOCIATE WITH DISEASE ACTIVITY AND IMMUNE TRANSCRIPTIONAL SIGNATURES IN SLE
Notice bibliographique
Résumé
PV116 / #181 Poster Topic: AS14 - Innate Immunity Background/Purpose Complement plays a central role in SLE, generating an array of bioactive soluble and cell-bound complement activation products (CB-CAPs) during disease activity. Data are lacking though detailing the types, quantities, and impacts of the numerous CB-CAP on SLE immune cells, especially with respect to disease activity. We applied a mass cytometry (MC) panel that can detect over 20 CB-CAPs and complement receptors to PBMCs from paired flare and remission samples from 6 patients with classified SLE. Furthermore, we analyzed single-cell transcriptional profiles on flaring samples using antibodies to the most prevalent CB-CAPs using cellular indexing of transcriptomes and epitopes (CITE)-seq. Methods Adults with ACR- or SLICC-classified SLE were consented for PBMC collection at Washington University School of Medicine. Isolated PBMCs were subjected to single-cell MC (n = 6) and CITE-seq (n = 3). MC data analysis was performed with Cytobank. CITE-seq data analyses was performed with Seuret, gProfileR, and Comprehensive Multi-omics Platform for Biological InterpretatiOn (COMPBIO). Results We found the highest frequency of C4d, C3d, C5, and Bb deposition on B cells compared to T cells and monocytes during SLE flares (Figure 1). During disease remission, low levels of all CB-CAPs were observed in these cells. Compared to controls, transitional B cells from flaring patients with SLE had high levels of C5 and Bb with little C4d or C3d. CD11c + B cells from flaring patients also had elevated Bb deposition compared to controls. CITE-seq transcriptional profiling identified Bb- and C3d-bearing CD11c + B cells possessing a type I interferon signature, with Bb-bearing B cells further possessing a TNF/NF-κB transcriptional signature (Figure 2). Figure 1. Figure 2. Conclusions A high level of CB-CAP deposition was observed in B cells obtained from flaring subjects with a SLE, which was absent during disease remission. The types of CB-CAPs found on PBMCs were not uniform between cell types, potentially opening a previously undescribed heterogeneity in SLE. Additional heterogeneity was observed in the transcriptional profiles associated with specific CB-CAPs on B cells. These pilot data demonstrate the feasibility of the MC complement panel on human samples, and the potential insights CITE-seq has using CB-CAPs in discovering novel mechanisms of complement activation and regulation.
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Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».