Association Between Tobacco Related Diagnoses and Alzheimer Disease: A Population Study
dc.contributor.advisor | Zhang, Pengyue | |
dc.contributor.author | Almalki, Amwaj Ghazi | |
dc.contributor.other | Johnson, Travis | |
dc.contributor.other | Fadel, William | |
dc.date.accessioned | 2022-05-25T13:39:00Z | |
dc.date.available | 2022-05-25T13:39:00Z | |
dc.date.issued | 2022-05 | |
dc.degree.date | 2022 | en_US |
dc.degree.discipline | Biostatistics | en |
dc.degree.grantor | Indiana University | en_US |
dc.degree.level | M.S. | en_US |
dc.description | Indiana University-Purdue University Indianapolis (IUPUI) | en_US |
dc.description.abstract | Background: 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.uri | https://hdl.handle.net/1805/29139 | |
dc.identifier.uri | http://dx.doi.org/10.7912/C2/2904 | |
dc.language.iso | en_US | en_US |
dc.subject | Alzheimer's disease | en_US |
dc.subject | Tobacco | en_US |
dc.subject | Survival | en_US |
dc.subject | Log_rank test | en_US |
dc.subject | Cox proportional hazard model | en_US |
dc.subject | Semi parametric models | en_US |
dc.subject | Hazard ratios | en_US |
dc.title | Association Between Tobacco Related Diagnoses and Alzheimer Disease: A Population Study | en_US |
dc.type | Thesis | en |