Association Between Tobacco Related Diagnoses and Alzheimer Disease: A Population Study

dc.contributor.advisorZhang, Pengyue
dc.contributor.authorAlmalki, Amwaj Ghazi
dc.contributor.otherJohnson, Travis
dc.contributor.otherFadel, William
dc.date.accessioned2022-05-25T13:39:00Z
dc.date.available2022-05-25T13:39:00Z
dc.date.issued2022-05
dc.degree.date2022en_US
dc.degree.disciplineBiostatisticsen
dc.degree.grantorIndiana Universityen_US
dc.degree.levelM.S.en_US
dc.descriptionIndiana University-Purdue University Indianapolis (IUPUI)en_US
dc.description.abstractBackground: Tobacco use is associated with an increased risk of developing Alzheimer's disease (AD). 14% of the incidence of AD is associated with various types of tobacco exposure. Additional real-world evidence is warranted to reveal the association between tobacco use and AD in age/gender-specific subpopulations. Method: In this thesis, the relationships between diagnoses related to tobacco use and diagnoses of AD in gender- and age-specific subgroups were investigated, using health information exchange data. The non-parametric Kaplan-Meier method was used to estimate the incidence of AD. Furthermore, the log-rank test was used to compare incidence between individuals with and without tobacco related diagnoses. In addition, we used semi-parametric Cox models to examine the association between tobacco related diagnoses and diagnoses of AD, while adjusting covariates. Results: Tobacco related diagnosis was associated with increased risk of developing AD comparing to no tobacco related diagnosis among individuals aged 60-74 years (female hazard ratio [HR] =1.26, 95% confidence interval [CI]: 1.07 – 1.48, p-value = 0.005; and male HR =1.33, 95% CI: 1.10 - 1.62, p-value =0.004). Tobacco related diagnosis was associated with decreased risk of developing AD comparing to no tobacco related diagnosis among individuals aged 75-100 years (female HR =0.79, 95% CI: 0.70 - 0.89, p-value =0.001; and male HR =0.90, 95% CI: 0.82 - 0.99, p-value =0.023). Conclusion: Individuals with tobacco related diagnoses were associated with an increased risk of developing AD in older adults aged 60-75 years. Among older adults aged 75-100 years, individuals with tobacco related diagnoses were associated with a decreased risk of developing AD.en_US
dc.identifier.urihttps://hdl.handle.net/1805/29139
dc.identifier.urihttp://dx.doi.org/10.7912/C2/2904
dc.language.isoen_USen_US
dc.subjectAlzheimer's diseaseen_US
dc.subjectTobaccoen_US
dc.subjectSurvivalen_US
dc.subjectLog_rank testen_US
dc.subjectCox proportional hazard modelen_US
dc.subjectSemi parametric modelsen_US
dc.subjectHazard ratiosen_US
dc.titleAssociation Between Tobacco Related Diagnoses and Alzheimer Disease: A Population Studyen_US
dc.typeThesisen
Files
Original bundle
Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
MS Thesis - Amwaj Almalki.pdf
Size:
505.43 KB
Format:
Adobe Portable Document Format
Description:
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.99 KB
Format:
Item-specific license agreed upon to submission
Description: