Related Experiment Video
Updated: May 19, 2026

Isolating Human Peripheral Blood Mononuclear Cells and CD4+ T cells from Sézary Syndrome Patients for Transcriptomic Profiling
Published on: October 14, 2021
Distinct phenotypes in mixed connective tissue disease: subgroups and survival
P Szodoray1, A Hajas, L Kardos
1Institute of Immunology, Oslo University Hospital, Oslo, Norway. szodoray@gmail.com
This study identified three distinct patient groups within mixed connective tissue disease (MCTD) based on clinical symptoms and autoantibodies. Cluster analysis helps differentiate MCTD phenotypes and predict disease prognosis.
Area of Science:
- Rheumatology
- Immunology
- Internal Medicine
Background:
- Mixed Connective Tissue Disease (MCTD) is an autoimmune disorder with heterogeneous clinical presentations.
- Understanding distinct MCTD phenotypes is crucial for accurate diagnosis and prognosis.
- Autoantibody profiles and clinical symptoms are key indicators of disease characteristics.
Purpose of the Study:
- To analyze autoantibody profiles and dominant clinical symptoms in MCTD patients.
- To identify and characterize distinct clusters of MCTD phenotypes.
- To evaluate the prognostic value of cluster analysis in MCTD.
Main Methods:
- Longitudinal follow-up of 201 patients diagnosed with MCTD.
- Selection of five clinical parameters (Raynaud's phenomenon, PAH, myositis, ILD, erosive arthritis) and five autoantibodies (AECA, anti-CCP, anti-CL, anti-SSA/SSB, IgM RF) for cluster analysis.
- Classification of patients into three distinct cluster groups using statistical analysis.
Main Results:
- Cluster 1 (77 patients) showed high prevalence of Pulmonary Artery Hypertension (PAH) and Raynaud's phenomenon.
- Cluster 2 (79 patients) was characterized by a high incidence of Interstitial Lung Disease (ILD) and myositis.
- Cluster 3 (45 patients) exhibited a higher frequency of anti-CCP antibodies, erosions, and musculoskeletal damage.
Conclusions:
- Cluster analysis effectively differentiates MCTD subsets based on distinct clinical and serological profiles.
- Cluster 1 patients demonstrated the poorest cumulative survival, indicating a worse prognosis.
- This approach provides valuable insights for predicting disease course and guiding patient management in MCTD.
Related Concept Videos
Connective Tissue Cell Types
Fat cells (adipocytes), smooth muscle cells (myoblasts), and bone cells (osteoblasts) are some connective tissue cell types. Some immune system cells...
Classification of Connective Tissues
Connective Tissue Proper
Connective tissue proper is the most abundant class of connective tissues. As its name implies, it predominantly connects different tissues in the body. Depending on the cell types, ground substance, viscosity, and fiber types in the ECM, connective tissue proper is further categorized into loose and dense.
Comparing the Survival Analysis of Two or More Groups
Introduction to Connective Tissues