A meta-analysis of RNA sequencing data to characterize immune cell activation among patients with cardiac sarcoidosis
Abstract Body: Introduction Cardiac sarcoidosis (CS) is a life-threatening auto-immune disorder that causes the formation of non-caseating granulomas in cardiac tissue. Th17.1 cell have been found to be upregulated in patients with pulmonary sarcoidosis (PS) although data is lacking among CS patients. This meta-analysis integrates all publicly available granuloma single-cell and single-nuclei RNA sequencing data to identify patterns in immune cell activation across different granulomatous diseases while focusing on CD4+T cell activation among CS patients. Methods Five studies were included, spanning cardiac tissue from healthy controls and DCM (Koenig 2022, PMID:35959412), cardiac tissue from ICM and cardiac sarcoidosis (Liu 2022, PMID:36111531), BAL from beryllium sensitized, chronic berylliosis, and PS (Liao 2021, PMID: 33602861), peripheral blood samples from sarcoidosis (Garman 2020, PMID: 33363531), and lesional and nonlesional skin tissue from sarcoidosis (Krausgruber 2023, PMID: 36750099) for a total of 122 patients. All integrative analysis was performed using the R package Seuratv5 on Stanford’s computing cluster, Sherlock. After quality control filtering, a total of 127,335 cells were integrated using Seurat’s reference-based integration. After labeling the UMAP with general immune cells (figure 1A), we subsetted T cells into CD4+ and CD8+ and examined the landscape of CD4+ T cells (figure 1B). Results We found significantly more Tregs in CS than PS (P=0.013, figure 1C). Additionally, patients with CS had significantly more Th17.1 cells in CS in comparison to PS (P=0.0041). However, significantly less Th2 cells were found in CS than PS patients (P=0.0152). These differences remained statistically significant across various analyses comparing Tregs and Th17.1 cell as a proportion of CD4+, CD3+, and CD45+ cells. Conclusions In comparison to patients with PS, pathways which differentiate naive CD4+ cells into TH17.1 and Tregs are upregulated among CS patients while the TH2 differentiation pathway is downregulated. Our findings indicate distinct CD4+ T cell patterns among CS and PS patients. Our ongoing work aims to further evaluate T cell proliferation and expression to elucidate mechanistic pathways as potential drug targets for CS.
Banga, Natasha
( Stanford Cardiovascular Institute
, Stanford
, California
, United States
)
Huang, Yuhsin
( Stanford Cardiovascular Institute
, Stanford
, California
, United States
)
Chou, Harrison
( Stanford Cardiovascular Institute
, Stanford
, California
, United States
)
Vitale, Maria Rosaria
( Stanford Cardiovascular Institute
, Stanford
, California
, United States
)
Baker, Matthew
( Stanford Cardiovascular Institute
, Stanford
, California
, United States
)
Witteles, Ronald
( STANFORD UNIVERSITY SCHOOL OF MED
, Stanford
, California
, United States
)
Zhu, Han
( Stanford University
, Palo Alto
, California
, United States
)
Author Disclosures:
Natasha Banga:DO NOT have relevant financial relationships
| Yuhsin Huang:DO NOT have relevant financial relationships
| Harrison Chou:No Answer
| Maria Rosaria Vitale:No Answer
| Matthew Baker:No Answer
| Ronald Witteles:DO have relevant financial relationships
;
Advisor:Pfizer:Active (exists now)
; Advisor:BridgeBio:Active (exists now)
; Advisor:Janssen:Past (completed)
; Advisor:Alexion:Past (completed)
; Advisor:Astra Zeneca:Past (completed)
; Advisor:Novo Nordisk:Past (completed)
; Advisor:Alnylam:Active (exists now)
| Han Zhu:DO NOT have relevant financial relationships