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Insights into age- and sickle-cell-disease-interaction using principal components analysis
Mamta Sharma1, Manju R Mamtani2, Manik Amin2
1Indira Gandhi Government Medical College, Nagpur, India.
Age significantly impacts how sickle cell anemia affects blood characteristics. Understanding this interaction is crucial for managing sickle cell disease, especially in high-prevalence areas.
Area of Science:
- Hematology
- Genetics
- Public Health
Background:
- Peripheral blood indexes are vital for sickle cell anemia (SCA) assessment.
- Age is a potential confounding factor in SCA peripheral blood index interpretation.
- High SCA prevalence necessitates understanding age-related interactions.
Purpose of the Study:
- To investigate the interplay between age and sickle hemoglobin (HbS) status.
- To analyze how age modifies the relationship between blood indexes and HbS.
Main Methods:
- Cross-sectional study design.
- Inclusion of 374 subjects with diverse HbS statuses.
- Application of principal component analysis and factor analysis.
Main Results:
- Factor analysis in non-SCA individuals revealed three key factors: erythropoiesis, thalassemia presence, and blood aggregability.
- These factors showed differential associations with HbS status.
- Age significantly influenced the association of thalassemia presence and blood aggregability with HbS status.
Conclusions:
- The interaction between age and hemoglobin status is clinically relevant.
- Public health strategies for SCA should account for age-related differences.
- Further research into age-specific management of SCA is warranted.
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