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7/31/2019 Sickle Cell Disease and Developmental Conditions
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Dominique Thomas
Dr. Qixuan Chen
Dr. Sara Lopez-Pintado
Sickle Cell Disease and
Developmental Conditions
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Sickle Cell Disease
Genetic disordercharacterized by
defective hemoglobin
in red blood cells
Affects 1 in 350 Black
births and 70,000
Americans
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Purpose
To determine if SickleCell Disease
significantly affects
developmental
conditions in AfricanAmerican children
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Methods National Health Interview Surveys
1997-2007
Annual multistage probability sample survey of civilian
non-institutionalized population of U.S.
20,799 African American children aged 0
17 years 2004 data was omitted from project for lack of RACE
variable
Coding 0 = Has never had disease/disability
1 = Has had disease/disability
Data was recoded into order to provide consistency in
interpretation
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Methods (cont.) Variables
Sickle Cell Disease (SCD)Attention Deficit Disorder/Attention Deficit Hyperactivity
Disorder (ADD) Learning Disability (LEARND)
Intellectual Disability (AMR) Hearing Disability (CHEARST) Vision Disability (CVISION)
Statistical Analysis
SPSS Contingency Tables Chi-Square Tests Odds Ratio
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Results
AMR ADD LEARND CHEARST CVISION
P(x = 1|SCD = 0) 0.0095 0.0559 0.0816 0.0275 0.0292
P(x = 1|SCD = 1) 0.0251 0.0925 0.1553 0.06 0.04
Odds Ratio (OR) 2.69 1.72 2.07 2.25 1.39
Chi-Square Test p = 0.044F p = 0.037 p = 0.001 p = 0.005 p = 0.367
95% CI (1.096, 6.617) (1.026, 2.891) (1.347, 3.182) (1.251, 4.068) (0.680, 2.824)
FFishers Exact Test
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Results (cont.)
MALE AMR ADD LEARND CHEARST CVISION
P(x = 1|SCD = 0) 0.012 0.082 0.109 0.031 0.027
P(x = 1|SCD = 1) 0.027 0.125 0.218 0.073 0.064
Odds Ratio (OR) 2.30 1.59 2.29 2.45 2.49
Chi-Square Test p = 0.152F p = 0.130 p = 0.001 p = 0.022F p = 0.029F
95% CI (0.719, 7.330) (0.867, 2.932) (1.373, 3.831) (1.184, 5.079) (1.147, 5.404)
FFisher's Exact Test
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Results (cont.)
FEMALE AMR ADD LEARND CHEARST CVISION
P(x = 1|SCD = 0) 0.007 0.029 0.054 0.024 0.032
P(x = 1|SCD = 1) 0.022 0.052 0.081 0.044 0.011
Odds Ratio (OR) 3.33 1.84 1.54 1.89 0.34
Chi-Square Test p = 0.128F p = 0.288F p = 0.296F p = 0.173F p = 0.373F
95% CI (0.804, 13.796) (0.666, 5.062) (0.666, 3.575) (0.689, 5.199) (0.047, 2.458)
FFisher's Exact Test
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Discussion
Initial analyses provide sufficient evidence tosuggest that children with SCD are more likely to
have intellectual disabilities, ADD/ADHD, learning
disabilities or hearing problems than children
without SCD
However, adjusting for gender, there is sufficient
evidence to conclude that there is a significant
relationship only between SCD and learning,
vision, and hearing disabilities in boys.
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Limitations
Parents completedthe survey
Misdiagnosis
Missing data
Confounding variables
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References
Boulet, S. L., Yanni, E. A., Creary, M. S., Olney,R. S. (2010). Health status and healthcare use
in a national sample of children with sickle cell
disease. American Journal of Preventive
Medicine, 38, S528
S535.
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Acknowledgements
Biostatistics Department
BEST Diversity Program
Dr. Qixuan Chen and Dr. Sara Lopez-Pintado