Assessing Control Strategies and Timelines for Mycobacterium Tuberculosis Elimination

Tuberculosis (TB) continues to inflict a disproportionate impact on Inuit communities in Canada, with reported rates of active TB that are over 300 times higher than those of Canadian-born, non-Indigenous populations. The Inuit Tuberculosis Elimination Framework aims to reduce the incidence of activ...

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Bibliographic Details
Main Author: Abdollahi, Elaheh
Other Authors: Moghadas, Seyed
Format: Thesis
Language:English
Published: 2023
Subjects:
TB
Online Access:https://hdl.handle.net/10315/41385
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spelling ftyorkuniv:oai:yorkspace.library.yorku.ca:10315/41385 2023-10-01T03:57:02+02:00 Assessing Control Strategies and Timelines for Mycobacterium Tuberculosis Elimination Abdollahi, Elaheh Moghadas, Seyed 2023-08-04T15:20:27Z application/pdf https://hdl.handle.net/10315/41385 en eng https://hdl.handle.net/10315/41385 Author owns copyright, except where explicitly noted. Please contact the author directly with licensing requests. Applied mathematics Epidemiology Public health Tuberculosis TB Inuit population Indigenous Nunavut Agent based modeling Julia programming language Mathematical modeling Statistical modeling Compartmental modeling Therapeutic vaccine Treatment Isolation Electronic Thesis or Dissertation 2023 ftyorkuniv 2023-09-02T23:02:36Z Tuberculosis (TB) continues to inflict a disproportionate impact on Inuit communities in Canada, with reported rates of active TB that are over 300 times higher than those of Canadian-born, non-Indigenous populations. The Inuit Tuberculosis Elimination Framework aims to reduce the incidence of active TB by at least 50% by 2025, with the ultimate goal of eliminating it (i.e., reducing the incidence of active TB below 1 case per 1,000,000 population) by 2030. However, whether these goals can be achieved with the resources and interventions currently available has not been investigated. This dissertation formulates an agent-based model (ABM) of TB transmission dynamics and control to assess the feasibility of achieving the goals of elimination framework in Nunavut, Canada. I applied the model to project the annual incidence of active TB from 2025 to 2040, taking into account factors such as time to case identification after developing active TB, contact tracing and testing, patient isolation and compliance, household size, and the potential impact of a therapeutic vaccine. In order to determine the potential reduction in TB incidence, various scenarios of treatment regimens were evaluated within the action plans for TB elimination. The scenario analyses demonstrate that the time-to-identification of active TB cases is a crucial factor in attainability of the goals, highlighting the importance of investment in early case detection. The findings also indicate that the goal of 50% reduction in annual incidence of TB by 2025 is only achievable under best case scenarios of combined interventions. However, TB elimination will likely exceed timelines indicated in the action plans. Thesis inuit Nunavut York University, Toronto: YorkSpace Nunavut Canada
institution Open Polar
collection York University, Toronto: YorkSpace
op_collection_id ftyorkuniv
language English
topic Applied mathematics
Epidemiology
Public health
Tuberculosis
TB
Inuit population
Indigenous
Nunavut
Agent based modeling
Julia programming language
Mathematical modeling
Statistical modeling
Compartmental modeling
Therapeutic vaccine
Treatment
Isolation
spellingShingle Applied mathematics
Epidemiology
Public health
Tuberculosis
TB
Inuit population
Indigenous
Nunavut
Agent based modeling
Julia programming language
Mathematical modeling
Statistical modeling
Compartmental modeling
Therapeutic vaccine
Treatment
Isolation
Abdollahi, Elaheh
Assessing Control Strategies and Timelines for Mycobacterium Tuberculosis Elimination
topic_facet Applied mathematics
Epidemiology
Public health
Tuberculosis
TB
Inuit population
Indigenous
Nunavut
Agent based modeling
Julia programming language
Mathematical modeling
Statistical modeling
Compartmental modeling
Therapeutic vaccine
Treatment
Isolation
description Tuberculosis (TB) continues to inflict a disproportionate impact on Inuit communities in Canada, with reported rates of active TB that are over 300 times higher than those of Canadian-born, non-Indigenous populations. The Inuit Tuberculosis Elimination Framework aims to reduce the incidence of active TB by at least 50% by 2025, with the ultimate goal of eliminating it (i.e., reducing the incidence of active TB below 1 case per 1,000,000 population) by 2030. However, whether these goals can be achieved with the resources and interventions currently available has not been investigated. This dissertation formulates an agent-based model (ABM) of TB transmission dynamics and control to assess the feasibility of achieving the goals of elimination framework in Nunavut, Canada. I applied the model to project the annual incidence of active TB from 2025 to 2040, taking into account factors such as time to case identification after developing active TB, contact tracing and testing, patient isolation and compliance, household size, and the potential impact of a therapeutic vaccine. In order to determine the potential reduction in TB incidence, various scenarios of treatment regimens were evaluated within the action plans for TB elimination. The scenario analyses demonstrate that the time-to-identification of active TB cases is a crucial factor in attainability of the goals, highlighting the importance of investment in early case detection. The findings also indicate that the goal of 50% reduction in annual incidence of TB by 2025 is only achievable under best case scenarios of combined interventions. However, TB elimination will likely exceed timelines indicated in the action plans.
author2 Moghadas, Seyed
format Thesis
author Abdollahi, Elaheh
author_facet Abdollahi, Elaheh
author_sort Abdollahi, Elaheh
title Assessing Control Strategies and Timelines for Mycobacterium Tuberculosis Elimination
title_short Assessing Control Strategies and Timelines for Mycobacterium Tuberculosis Elimination
title_full Assessing Control Strategies and Timelines for Mycobacterium Tuberculosis Elimination
title_fullStr Assessing Control Strategies and Timelines for Mycobacterium Tuberculosis Elimination
title_full_unstemmed Assessing Control Strategies and Timelines for Mycobacterium Tuberculosis Elimination
title_sort assessing control strategies and timelines for mycobacterium tuberculosis elimination
publishDate 2023
url https://hdl.handle.net/10315/41385
geographic Nunavut
Canada
geographic_facet Nunavut
Canada
genre inuit
Nunavut
genre_facet inuit
Nunavut
op_relation https://hdl.handle.net/10315/41385
op_rights Author owns copyright, except where explicitly noted. Please contact the author directly with licensing requests.
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