Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study

Summary: Background: COVID-19 has the potential to cause substantial disruptions to health services, due to cases overburdening the health system or response measures limiting usual programmatic activities. We aimed to quantify the extent to which disruptions to services for HIV, tuberculosis, and...

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Main Authors: Alexandra B Hogan, PhD, Britta L Jewell, PhD, Ellie Sherrard-Smith, PhD, Juan F Vesga, PhD, Oliver J Watson, PhD, Charles Whittaker, MSc, Arran Hamlet, PhD, Jennifer A Smith, DPhil, Peter Winskill, PhD, Robert Verity, PhD, Marc Baguelin, PhD, John A Lees, PhD, Lilith K Whittles, PhD, Kylie E C Ainslie, PhD, Samir Bhatt, DPhil, Adhiratha Boonyasiri, MD, Nicholas F Brazeau, PhD, Lorenzo Cattarino, PhD, Laura V Cooper, MPhil, Helen Coupland, MRes, Gina Cuomo-Dannenburg, MMath, Amy Dighe, MRes, Bimandra A Djaafara, MRes, Christl A Donnelly, ProfScD, Jeff W Eaton, PhD, Sabine L van Elsland, PhD, Richard G FitzJohn, PhD, Han Fu, PhD, Katy A M Gaythorpe, PhD, William Green, MRes, David J Haw, PhD, Sarah Hayes, MSc, Wes Hinsley, PhD, Natsuko Imai, PhD, Daniel J Laydon, PhD, Tara D Mangal, PhD, Thomas A Mellan, PhD, Swapnil Mishra, PhD, Gemma Nedjati-Gilani, PhD, Kris V Parag, PhD, Hayley A Thompson, MPH, H Juliette T Unwin, PhD, Michaela A C Vollmer, PhD, Caroline E Walters, PhD, Haowei Wang, MSc, Yuanrong Wang, Xiaoyue Xi, MSc, Neil M Ferguson, ProfDPhil, Lucy C Okell, PhD, Thomas S Churcher, PhD, Nimalan Arinaminpathy, DPhil, Azra C Ghani, ProfPhD, Patrick G T Walker, PhD, Timothy B Hallett, ProfPhD
Format: Article
Language:English
Published: Elsevier 2020-09-01
Series:The Lancet Global Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2214109X20302886
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author Alexandra B Hogan, PhD
Britta L Jewell, PhD
Ellie Sherrard-Smith, PhD
Juan F Vesga, PhD
Oliver J Watson, PhD
Charles Whittaker, MSc
Arran Hamlet, PhD
Jennifer A Smith, DPhil
Peter Winskill, PhD
Robert Verity, PhD
Marc Baguelin, PhD
John A Lees, PhD
Lilith K Whittles, PhD
Kylie E C Ainslie, PhD
Samir Bhatt, DPhil
Adhiratha Boonyasiri, MD
Nicholas F Brazeau, PhD
Lorenzo Cattarino, PhD
Laura V Cooper, MPhil
Helen Coupland, MRes
Gina Cuomo-Dannenburg, MMath
Amy Dighe, MRes
Bimandra A Djaafara, MRes
Christl A Donnelly, ProfScD
Jeff W Eaton, PhD
Sabine L van Elsland, PhD
Richard G FitzJohn, PhD
Han Fu, PhD
Katy A M Gaythorpe, PhD
William Green, MRes
David J Haw, PhD
Sarah Hayes, MSc
Wes Hinsley, PhD
Natsuko Imai, PhD
Daniel J Laydon, PhD
Tara D Mangal, PhD
Thomas A Mellan, PhD
Swapnil Mishra, PhD
Gemma Nedjati-Gilani, PhD
Kris V Parag, PhD
Hayley A Thompson, MPH
H Juliette T Unwin, PhD
Michaela A C Vollmer, PhD
Caroline E Walters, PhD
Haowei Wang, MSc
Yuanrong Wang
Xiaoyue Xi, MSc
Neil M Ferguson, ProfDPhil
Lucy C Okell, PhD
Thomas S Churcher, PhD
Nimalan Arinaminpathy, DPhil
Azra C Ghani, ProfPhD
Patrick G T Walker, PhD
Timothy B Hallett, ProfPhD
author_facet Alexandra B Hogan, PhD
Britta L Jewell, PhD
Ellie Sherrard-Smith, PhD
Juan F Vesga, PhD
Oliver J Watson, PhD
Charles Whittaker, MSc
Arran Hamlet, PhD
Jennifer A Smith, DPhil
Peter Winskill, PhD
Robert Verity, PhD
Marc Baguelin, PhD
John A Lees, PhD
Lilith K Whittles, PhD
Kylie E C Ainslie, PhD
Samir Bhatt, DPhil
Adhiratha Boonyasiri, MD
Nicholas F Brazeau, PhD
Lorenzo Cattarino, PhD
Laura V Cooper, MPhil
Helen Coupland, MRes
Gina Cuomo-Dannenburg, MMath
Amy Dighe, MRes
Bimandra A Djaafara, MRes
Christl A Donnelly, ProfScD
Jeff W Eaton, PhD
Sabine L van Elsland, PhD
Richard G FitzJohn, PhD
Han Fu, PhD
Katy A M Gaythorpe, PhD
William Green, MRes
David J Haw, PhD
Sarah Hayes, MSc
Wes Hinsley, PhD
Natsuko Imai, PhD
Daniel J Laydon, PhD
Tara D Mangal, PhD
Thomas A Mellan, PhD
Swapnil Mishra, PhD
Gemma Nedjati-Gilani, PhD
Kris V Parag, PhD
Hayley A Thompson, MPH
H Juliette T Unwin, PhD
Michaela A C Vollmer, PhD
Caroline E Walters, PhD
Haowei Wang, MSc
Yuanrong Wang
Xiaoyue Xi, MSc
Neil M Ferguson, ProfDPhil
Lucy C Okell, PhD
Thomas S Churcher, PhD
Nimalan Arinaminpathy, DPhil
Azra C Ghani, ProfPhD
Patrick G T Walker, PhD
Timothy B Hallett, ProfPhD
author_sort Alexandra B Hogan, PhD
collection DOAJ
description Summary: Background: COVID-19 has the potential to cause substantial disruptions to health services, due to cases overburdening the health system or response measures limiting usual programmatic activities. We aimed to quantify the extent to which disruptions to services for HIV, tuberculosis, and malaria in low-income and middle-income countries with high burdens of these diseases could lead to additional loss of life over the next 5 years. Methods: Assuming a basic reproduction number of 3·0, we constructed four scenarios for possible responses to the COVID-19 pandemic: no action, mitigation for 6 months, suppression for 2 months, or suppression for 1 year. We used established transmission models of HIV, tuberculosis, and malaria to estimate the additional impact on health that could be caused in selected settings, either due to COVID-19 interventions limiting activities, or due to the high demand on the health system due to the COVID-19 pandemic. Findings: In high-burden settings, deaths due to HIV, tuberculosis, and malaria over 5 years could increase by up to 10%, 20%, and 36%, respectively, compared with if there was no COVID-19 pandemic. The greatest impact on HIV was estimated to be from interruption to antiretroviral therapy, which could occur during a period of high health system demand. For tuberculosis, the greatest impact would be from reductions in timely diagnosis and treatment of new cases, which could result from any prolonged period of COVID-19 suppression interventions. The greatest impact on malaria burden could be as a result of interruption of planned net campaigns. These disruptions could lead to a loss of life-years over 5 years that is of the same order of magnitude as the direct impact from COVID-19 in places with a high burden of malaria and large HIV and tuberculosis epidemics. Interpretation: Maintaining the most critical prevention activities and health-care services for HIV, tuberculosis, and malaria could substantially reduce the overall impact of the COVID-19 pandemic. Funding: Bill & Melinda Gates Foundation, Wellcome Trust, UK Department for International Development, and Medical Research Council.
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spelling doaj.art-c3f23ef3c1124c1993c547ea5ad1e2a82022-12-22T01:24:36ZengElsevierThe Lancet Global Health2214-109X2020-09-0189e1132e1141Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling studyAlexandra B Hogan, PhD0Britta L Jewell, PhD1Ellie Sherrard-Smith, PhD2Juan F Vesga, PhD3Oliver J Watson, PhD4Charles Whittaker, MSc5Arran Hamlet, PhD6Jennifer A Smith, DPhil7Peter Winskill, PhD8Robert Verity, PhD9Marc Baguelin, PhD10John A Lees, PhD11Lilith K Whittles, PhD12Kylie E C Ainslie, PhD13Samir Bhatt, DPhil14Adhiratha Boonyasiri, MD15Nicholas F Brazeau, PhD16Lorenzo Cattarino, PhD17Laura V Cooper, MPhil18Helen Coupland, MRes19Gina Cuomo-Dannenburg, MMath20Amy Dighe, MRes21Bimandra A Djaafara, MRes22Christl A Donnelly, ProfScD23Jeff W Eaton, PhD24Sabine L van Elsland, PhD25Richard G FitzJohn, PhD26Han Fu, PhD27Katy A M Gaythorpe, PhD28William Green, MRes29David J Haw, PhD30Sarah Hayes, MSc31Wes Hinsley, PhD32Natsuko Imai, PhD33Daniel J Laydon, PhD34Tara D Mangal, PhD35Thomas A Mellan, PhD36Swapnil Mishra, PhD37Gemma Nedjati-Gilani, PhD38Kris V Parag, PhD39Hayley A Thompson, MPH40H Juliette T Unwin, PhD41Michaela A C Vollmer, PhD42Caroline E Walters, PhD43Haowei Wang, MSc44Yuanrong Wang45Xiaoyue Xi, MSc46Neil M Ferguson, ProfDPhil47Lucy C Okell, PhD48Thomas S Churcher, PhD49Nimalan Arinaminpathy, DPhil50Azra C Ghani, ProfPhD51Patrick G T Walker, PhD52Timothy B Hallett, ProfPhD53Medical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UK; Department of Statistics, University of Oxford, Oxford, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UKMedical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UK; Correspondence to: Prof Timothy B Hallett, Medical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London W2 1PG, UKSummary: Background: COVID-19 has the potential to cause substantial disruptions to health services, due to cases overburdening the health system or response measures limiting usual programmatic activities. We aimed to quantify the extent to which disruptions to services for HIV, tuberculosis, and malaria in low-income and middle-income countries with high burdens of these diseases could lead to additional loss of life over the next 5 years. Methods: Assuming a basic reproduction number of 3·0, we constructed four scenarios for possible responses to the COVID-19 pandemic: no action, mitigation for 6 months, suppression for 2 months, or suppression for 1 year. We used established transmission models of HIV, tuberculosis, and malaria to estimate the additional impact on health that could be caused in selected settings, either due to COVID-19 interventions limiting activities, or due to the high demand on the health system due to the COVID-19 pandemic. Findings: In high-burden settings, deaths due to HIV, tuberculosis, and malaria over 5 years could increase by up to 10%, 20%, and 36%, respectively, compared with if there was no COVID-19 pandemic. The greatest impact on HIV was estimated to be from interruption to antiretroviral therapy, which could occur during a period of high health system demand. For tuberculosis, the greatest impact would be from reductions in timely diagnosis and treatment of new cases, which could result from any prolonged period of COVID-19 suppression interventions. The greatest impact on malaria burden could be as a result of interruption of planned net campaigns. These disruptions could lead to a loss of life-years over 5 years that is of the same order of magnitude as the direct impact from COVID-19 in places with a high burden of malaria and large HIV and tuberculosis epidemics. Interpretation: Maintaining the most critical prevention activities and health-care services for HIV, tuberculosis, and malaria could substantially reduce the overall impact of the COVID-19 pandemic. Funding: Bill & Melinda Gates Foundation, Wellcome Trust, UK Department for International Development, and Medical Research Council.http://www.sciencedirect.com/science/article/pii/S2214109X20302886
spellingShingle Alexandra B Hogan, PhD
Britta L Jewell, PhD
Ellie Sherrard-Smith, PhD
Juan F Vesga, PhD
Oliver J Watson, PhD
Charles Whittaker, MSc
Arran Hamlet, PhD
Jennifer A Smith, DPhil
Peter Winskill, PhD
Robert Verity, PhD
Marc Baguelin, PhD
John A Lees, PhD
Lilith K Whittles, PhD
Kylie E C Ainslie, PhD
Samir Bhatt, DPhil
Adhiratha Boonyasiri, MD
Nicholas F Brazeau, PhD
Lorenzo Cattarino, PhD
Laura V Cooper, MPhil
Helen Coupland, MRes
Gina Cuomo-Dannenburg, MMath
Amy Dighe, MRes
Bimandra A Djaafara, MRes
Christl A Donnelly, ProfScD
Jeff W Eaton, PhD
Sabine L van Elsland, PhD
Richard G FitzJohn, PhD
Han Fu, PhD
Katy A M Gaythorpe, PhD
William Green, MRes
David J Haw, PhD
Sarah Hayes, MSc
Wes Hinsley, PhD
Natsuko Imai, PhD
Daniel J Laydon, PhD
Tara D Mangal, PhD
Thomas A Mellan, PhD
Swapnil Mishra, PhD
Gemma Nedjati-Gilani, PhD
Kris V Parag, PhD
Hayley A Thompson, MPH
H Juliette T Unwin, PhD
Michaela A C Vollmer, PhD
Caroline E Walters, PhD
Haowei Wang, MSc
Yuanrong Wang
Xiaoyue Xi, MSc
Neil M Ferguson, ProfDPhil
Lucy C Okell, PhD
Thomas S Churcher, PhD
Nimalan Arinaminpathy, DPhil
Azra C Ghani, ProfPhD
Patrick G T Walker, PhD
Timothy B Hallett, ProfPhD
Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study
The Lancet Global Health
title Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study
title_full Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study
title_fullStr Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study
title_full_unstemmed Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study
title_short Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study
title_sort potential impact of the covid 19 pandemic on hiv tuberculosis and malaria in low income and middle income countries a modelling study
url http://www.sciencedirect.com/science/article/pii/S2214109X20302886
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