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Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India
BACKGROUND: In context of the rapidly expanding diabetes mellitus (DM) epidemic in India and slowly declining tuberculosis (TB) incidence, we aimed to estimate the past, current, and future impact of DM on TB epidemiology. METHODS: An age-structured TB-DM dynamical mathematical model was developed a...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Edinburgh University Global Health Society
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6815875/ https://www.ncbi.nlm.nih.gov/pubmed/31673336 http://dx.doi.org/10.7189/jogh.09.020415 |
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author | Awad, Susanne F Huangfu, Peijue Ayoub, Houssein H Pearson, Fiona Dargham, Soha R Critchley, Julia A Abu-Raddad, Laith J |
author_facet | Awad, Susanne F Huangfu, Peijue Ayoub, Houssein H Pearson, Fiona Dargham, Soha R Critchley, Julia A Abu-Raddad, Laith J |
author_sort | Awad, Susanne F |
collection | PubMed |
description | BACKGROUND: In context of the rapidly expanding diabetes mellitus (DM) epidemic in India and slowly declining tuberculosis (TB) incidence, we aimed to estimate the past, current, and future impact of DM on TB epidemiology. METHODS: An age-structured TB-DM dynamical mathematical model was developed and analyzed to assess the DM-on-TB impact. The model was calibrated using a literature review and meta-analyses. The DM-on-TB impact was analyzed using population attributable fraction metrics. Sensitivity analyses were conducted by accommodating less conservative effect sizes for the TB-DM interactions, by factoring the age-dependence of the TB-DM association, and by assuming different TB disease incidence rate trajectories. RESULTS: In 1990, 11.4% (95% uncertainty interval (UI) = 6.3%-14.4%) of new TB disease incident cases were attributed to DM. This proportion increased to 21.9% (95% UI = 12.1%-26.4%) in 2017, and 33.3% (95% UI = 19.0%-44.1%) in 2050. Similarly, in 1990, 14.5% (95% UI = 9.5%-18.2%) of TB-related deaths were attributed to DM. This proportion increased to 28.9% (95% UI = 18.9%-34.1%) in 2017, and 42.8% (95% UI = 28.7%-53.1%) in 2050. The largest impacts originated from the effects of DM on TB disease progression and infectiousness. Sensitivity analyses suggested that the impact could be even greater. CONCLUSIONS: The burgeoning DM epidemic is predicted to become a leading driver of TB disease incidence and mortality over the coming decades. By 2050, at least one-third of TB incidence and almost half of TB mortality in India will be attributed to DM. This is likely generalizable to other Asian Pacific countries with similar TB-DM burdens. Targeting the impact of the increasing DM burden on TB control is critical to achieving the goal of TB elimination by 2050. |
format | Online Article Text |
id | pubmed-6815875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Edinburgh University Global Health Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-68158752019-10-31 Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India Awad, Susanne F Huangfu, Peijue Ayoub, Houssein H Pearson, Fiona Dargham, Soha R Critchley, Julia A Abu-Raddad, Laith J J Glob Health Articles BACKGROUND: In context of the rapidly expanding diabetes mellitus (DM) epidemic in India and slowly declining tuberculosis (TB) incidence, we aimed to estimate the past, current, and future impact of DM on TB epidemiology. METHODS: An age-structured TB-DM dynamical mathematical model was developed and analyzed to assess the DM-on-TB impact. The model was calibrated using a literature review and meta-analyses. The DM-on-TB impact was analyzed using population attributable fraction metrics. Sensitivity analyses were conducted by accommodating less conservative effect sizes for the TB-DM interactions, by factoring the age-dependence of the TB-DM association, and by assuming different TB disease incidence rate trajectories. RESULTS: In 1990, 11.4% (95% uncertainty interval (UI) = 6.3%-14.4%) of new TB disease incident cases were attributed to DM. This proportion increased to 21.9% (95% UI = 12.1%-26.4%) in 2017, and 33.3% (95% UI = 19.0%-44.1%) in 2050. Similarly, in 1990, 14.5% (95% UI = 9.5%-18.2%) of TB-related deaths were attributed to DM. This proportion increased to 28.9% (95% UI = 18.9%-34.1%) in 2017, and 42.8% (95% UI = 28.7%-53.1%) in 2050. The largest impacts originated from the effects of DM on TB disease progression and infectiousness. Sensitivity analyses suggested that the impact could be even greater. CONCLUSIONS: The burgeoning DM epidemic is predicted to become a leading driver of TB disease incidence and mortality over the coming decades. By 2050, at least one-third of TB incidence and almost half of TB mortality in India will be attributed to DM. This is likely generalizable to other Asian Pacific countries with similar TB-DM burdens. Targeting the impact of the increasing DM burden on TB control is critical to achieving the goal of TB elimination by 2050. Edinburgh University Global Health Society 2019-12 2019-10-22 /pmc/articles/PMC6815875/ /pubmed/31673336 http://dx.doi.org/10.7189/jogh.09.020415 Text en Copyright © 2019 by the Journal of Global Health. All rights reserved. http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. |
spellingShingle | Articles Awad, Susanne F Huangfu, Peijue Ayoub, Houssein H Pearson, Fiona Dargham, Soha R Critchley, Julia A Abu-Raddad, Laith J Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India |
title | Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India |
title_full | Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India |
title_fullStr | Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India |
title_full_unstemmed | Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India |
title_short | Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India |
title_sort | forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in india |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6815875/ https://www.ncbi.nlm.nih.gov/pubmed/31673336 http://dx.doi.org/10.7189/jogh.09.020415 |
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