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Methods for high-dimensional analysis of cells dissociated from cryopreserved synovial tissue
- Source :
- Arthritis Research & Therapy, Vol 20, Iss 1, Pp 1-15 (2018), Arthritis Research & Therapy, Arthritis research & therapy, vol 20, iss 1
- Publication Year :
- 2018
- Publisher :
- Springer Science and Business Media LLC, 2018.
-
Abstract
- Background Detailed molecular analyses of cells from rheumatoid arthritis (RA) synovium hold promise in identifying cellular phenotypes that drive tissue pathology and joint damage. The Accelerating Medicines Partnership RA/SLE Network aims to deconstruct autoimmune pathology by examining cells within target tissues through multiple high-dimensional assays. Robust standardized protocols need to be developed before cellular phenotypes at a single cell level can be effectively compared across patient samples. Methods Multiple clinical sites collected cryopreserved synovial tissue fragments from arthroplasty and synovial biopsy in a 10% DMSO solution. Mechanical and enzymatic dissociation parameters were optimized for viable cell extraction and surface protein preservation for cell sorting and mass cytometry, as well as for reproducibility in RNA sequencing (RNA-seq). Cryopreserved synovial samples were collectively analyzed at a central processing site by a custom-designed and validated 35-marker mass cytometry panel. In parallel, each sample was flow sorted into fibroblast, T-cell, B-cell, and macrophage suspensions for bulk population RNA-seq and plate-based single-cell CEL-Seq2 RNA-seq. Results Upon dissociation, cryopreserved synovial tissue fragments yielded a high frequency of viable cells, comparable to samples undergoing immediate processing. Optimization of synovial tissue dissociation across six clinical collection sites with ~ 30 arthroplasty and ~ 20 biopsy samples yielded a consensus digestion protocol using 100 μg/ml of Liberase™ TL enzyme preparation. This protocol yielded immune and stromal cell lineages with preserved surface markers and minimized variability across replicate RNA-seq transcriptomes. Mass cytometry analysis of cells from cryopreserved synovium distinguished diverse fibroblast phenotypes, distinct populations of memory B cells and antibody-secreting cells, and multiple CD4+ and CD8+ T-cell activation states. Bulk RNA-seq of sorted cell populations demonstrated robust separation of synovial lymphocytes, fibroblasts, and macrophages. Single-cell RNA-seq produced transcriptomes of over 1000 genes/cell, including transcripts encoding characteristic lineage markers identified. Conclusions We have established a robust protocol to acquire viable cells from cryopreserved synovial tissue with intact transcriptomes and cell surface phenotypes. A centralized pipeline to generate multiple high-dimensional analyses of synovial tissue samples collected across a collaborative network was developed. Integrated analysis of such datasets from large patient cohorts may help define molecular heterogeneity within RA pathology and identify new therapeutic targets and biomarkers. Electronic supplementary material The online version of this article (10.1186/s13075-018-1631-y) contains supplementary material, which is available to authorized users.
- Subjects :
- 0301 basic medicine
lcsh:Diseases of the musculoskeletal system
Cell
Accelerating Medicines Partnership
Arthritis, Rheumatoid
Rheumatoid
2.1 Biological and endogenous factors
Aetiology
Accelerating Medicines Partnership RA/SLE Network
education.field_of_study
medicine.diagnostic_test
Synovial Membrane
RNA sequencing
Cell sorting
Flow Cytometry
medicine.anatomical_structure
Public Health and Health Services
Mass cytometry
CyTOF
Synovial tissue
Biotechnology
Research Article
Stromal cell
Clinical Sciences
Immunology
Population
Bioengineering
Biology
Autoimmune Disease
Arthroplasty
03 medical and health sciences
Clinical Research
Biopsy
Genetics
medicine
Humans
Rheumatoid arthritis
education
Fibroblast
Cryopreservation
Arthritis
Inflammatory and immune system
Lineage markers
Human Genome
Molecular biology
Arthritis & Rheumatology
High-Throughput Screening Assays
Synovial biopsy
030104 developmental biology
lcsh:RC925-935
Subjects
Details
- ISSN :
- 14786362
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- Arthritis Research & Therapy
- Accession number :
- edsair.doi.dedup.....6aa56bbccdaf5fe98eb3de4c541e4ae3
- Full Text :
- https://doi.org/10.1186/s13075-018-1631-y