Identification of Clinical Sub-Phenotypes of Sickle Cell Disease Using Latent Class Analysis

Shaina M. Willen, Ann M. Brunson, Oyebimpe O. Adesina, Ted Wun
University of California Davis.
United States

American Journal of Hematology
Am J Hematol 2026;
DOI: 10.1002/ajh.70459

Abstract
Sickle cell disease (SCD), a monogenic disorder, exhibits variable severity due to genetic and environmental modifiers. Prior studies have proposed hemolytic and vaso-occlusive sub-phenotypes based on limited data. We used latent class analysis (LCA) to identify complication-based sub-phenotypes in a large longitudinal cohort. From California administrative databases (1991-2019), we assembled a cohort of 7636 SCD patients (53% female). Disease-related complications (e.g., vaso-occlusive episodes [VOE], acute chest syndrome [ACS], avascular necrosis [AVN], chronic kidney disease [CKD], pulmonary hypertension, stroke, gallbladder disease, sepsis, obstructive lung disease, venous-thromboembolism [VTE], and leg ulcers) were extracted via ICD-9/10 codes. LCA models, stratified by sex, identified classes; we repeated the analysis in a younger sub-cohort (≤ 25 years; n = 2210). Males had higher cumulative incidences for recurrent ACS, AVN, gallbladder disease, obstructive lung disease (age 20), and leg ulcers/CKD (age 40). LCA revealed four classes in both sexes: Vaso-Occlusive (high VOE/ACS/AVN; 23% males, 15% females), Hemolytic (high CKD/pulmonary hypertension/stroke; 8% males, 13% females), Overlap (both patterns; 8% each), and Low Complications (62%-63%). In the younger cohort, classes were Vaso-Occlusive (8%), Hemolytic (3%), ACS-dominant (12%), and Low Complications (78%). Vaso-Occlusive, Hemolytic, and Overlap classes had elevated mortality (HR 1.3-2.4, p < 0.05) versus Low Complications; in youth, Hemolytic had the worst survival (HR 7.8, p < 0.001). LCA confirms the presence of vaso-occlusive and hemolytic sub-phenotypes, with low-complication groups predominant. Age-specific differences suggest evolving phenotypes, which can inform future targeted therapies and trials.

Category
Class V. Pulmonary Hypertension Associated with Hematological, Systemic, Metabolic, Nutritional and Other Disorders

Age Focus: Pediatric Pulmonary Vascular Disease or Adult Pulmonary Vascular Disease

Fresh or Filed Publication: Fresh (PHresh). Less than 1-2 years since publication

Article Access
Free PDF File or Full Text Article Available Through PubMed or DOI: No

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