Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis
Background. The public health impact of the coronavirus disease 2019 (COVID-19) pandemic has motivated a rapid search for potential therapeutics, with some key successes. However, the potential impact of different treatments, and consequently research and procurement priorities, have not been clea...
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Oxford University Press
2022
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Indonesia Indonesia |
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Respiratory Diseases |
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Respiratory Diseases Whittaker, Charles Watson, Oliver J. Alvarez-Moreno, Carlos Angkasekwinai, Nasikarn Boonyasiri, Adhiratha Triana, Luis Carlos Chanda, Duncan Charoenpong, Lantharita Chayakulkeeree, Methee Cooke, Graham S. Croda, Julio Cucunubá, Zulma M. Djaafara, Bimandra A. Estofolete, Cassia F. Grillet, Maria-Eugenia Faria, Nuno R. Costa, Silvia Figueiredo Forero-Peña, David A. Gibb, Diana M. Gordon, Anthony C. Hamers, Raph L. Hamlet, Arran Irawany, Vera Jitmuang, Anupop Keurueangkul, Nukool Kimani, Teresia Njoki Lampo, Margarita Levin, Anna S. Lopardo, Gustavo Mustafa, Rima Nayagam, Shevanthi Ngamprasertchai, Thundon Njeri, Ng'ang'a Irene Hannah Nogueira, Mauricio L. Ortiz-Prado, Esteban Perroud, Mauricio W. Phillips, Andrew N. Promsin, Panuwat Qavi, Ambar Rodger, Alison J. Sabino, Ester C. Sangkaew, Sorawat Sari, Djayanti Sirijatuphat, Rujipas Sposito, Andrei C. Srisangthong, Pratthana Thompson, Hayley A. Udwadia, Zarir Valderrama-Beltrán, Sandra Winskill, Peter Ghani, Azra C. Walker, Patrick G.T. Hallett, Timothy B. Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis |
description |
Background. The public health impact of the coronavirus disease 2019 (COVID-19) pandemic has motivated a rapid search for
potential therapeutics, with some key successes. However, the potential impact of different treatments, and consequently research
and procurement priorities, have not been clear.
Methods. Using a mathematical model of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission,
COVID-19 disease and clinical care, we explore the public-health impact of different potential therapeutics, under a range of
scenarios varying healthcare capacity, epidemic trajectories; and drug efficacy in the absence of supportive care.
Results. The impact of drugs like dexamethasone (delivered to the most critically-ill in hospital and whose therapeutic benefit is
expected to depend on the availability of supportive care such as oxygen and mechanical ventilation) is likely to be limited in settings
where healthcare capacity is lowest or where uncontrolled epidemics result in hospitals being overwhelmed. As such, it may avert 22% of deaths in high-income countries but only 8% in low-income countries (assuming R = 1.35). Therapeutics for different patient
populations (those not in hospital, early in the course of infection) and types of benefit (reducing disease severity or infectiousness,
preventing hospitalization) could have much greater benefits, particularly in resource-poor settings facing large epidemics.
Conclusions. Advances in the treatment of COVID-19 to date have been focused on hospitalized-patients and predicated on an as-
sumption of adequate access to supportive care. Therapeutics delivered earlier in the course of infection that reduce the need for health-
care or reduce infectiousness could have significant impact, and research into their efficacy and means of delivery should be a priority. |
format |
Article PeerReviewed |
author |
Whittaker, Charles Watson, Oliver J. Alvarez-Moreno, Carlos Angkasekwinai, Nasikarn Boonyasiri, Adhiratha Triana, Luis Carlos Chanda, Duncan Charoenpong, Lantharita Chayakulkeeree, Methee Cooke, Graham S. Croda, Julio Cucunubá, Zulma M. Djaafara, Bimandra A. Estofolete, Cassia F. Grillet, Maria-Eugenia Faria, Nuno R. Costa, Silvia Figueiredo Forero-Peña, David A. Gibb, Diana M. Gordon, Anthony C. Hamers, Raph L. Hamlet, Arran Irawany, Vera Jitmuang, Anupop Keurueangkul, Nukool Kimani, Teresia Njoki Lampo, Margarita Levin, Anna S. Lopardo, Gustavo Mustafa, Rima Nayagam, Shevanthi Ngamprasertchai, Thundon Njeri, Ng'ang'a Irene Hannah Nogueira, Mauricio L. Ortiz-Prado, Esteban Perroud, Mauricio W. Phillips, Andrew N. Promsin, Panuwat Qavi, Ambar Rodger, Alison J. Sabino, Ester C. Sangkaew, Sorawat Sari, Djayanti Sirijatuphat, Rujipas Sposito, Andrei C. Srisangthong, Pratthana Thompson, Hayley A. Udwadia, Zarir Valderrama-Beltrán, Sandra Winskill, Peter Ghani, Azra C. Walker, Patrick G.T. Hallett, Timothy B. |
author_facet |
Whittaker, Charles Watson, Oliver J. Alvarez-Moreno, Carlos Angkasekwinai, Nasikarn Boonyasiri, Adhiratha Triana, Luis Carlos Chanda, Duncan Charoenpong, Lantharita Chayakulkeeree, Methee Cooke, Graham S. Croda, Julio Cucunubá, Zulma M. Djaafara, Bimandra A. Estofolete, Cassia F. Grillet, Maria-Eugenia Faria, Nuno R. Costa, Silvia Figueiredo Forero-Peña, David A. Gibb, Diana M. Gordon, Anthony C. Hamers, Raph L. Hamlet, Arran Irawany, Vera Jitmuang, Anupop Keurueangkul, Nukool Kimani, Teresia Njoki Lampo, Margarita Levin, Anna S. Lopardo, Gustavo Mustafa, Rima Nayagam, Shevanthi Ngamprasertchai, Thundon Njeri, Ng'ang'a Irene Hannah Nogueira, Mauricio L. Ortiz-Prado, Esteban Perroud, Mauricio W. Phillips, Andrew N. Promsin, Panuwat Qavi, Ambar Rodger, Alison J. Sabino, Ester C. Sangkaew, Sorawat Sari, Djayanti Sirijatuphat, Rujipas Sposito, Andrei C. Srisangthong, Pratthana Thompson, Hayley A. Udwadia, Zarir Valderrama-Beltrán, Sandra Winskill, Peter Ghani, Azra C. Walker, Patrick G.T. Hallett, Timothy B. |
author_sort |
Whittaker, Charles |
title |
Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis |
title_short |
Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis |
title_full |
Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis |
title_fullStr |
Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis |
title_full_unstemmed |
Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis |
title_sort |
understanding the potential impact of different drug properties on severe acute respiratory syndrome coronavirus 2 (sars-cov-2) transmission and disease burden: a modelling analysis |
publisher |
Oxford University Press |
publishDate |
2022 |
url |
https://repository.ugm.ac.id/283445/1/221.pdf https://repository.ugm.ac.id/283445/ https://academic.oup.com/cid/article/75/1/e224/6373521?login=true |
_version_ |
1783956450529247232 |
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id-ugm-repo.2834452023-11-21T04:20:03Z https://repository.ugm.ac.id/283445/ Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis Whittaker, Charles Watson, Oliver J. Alvarez-Moreno, Carlos Angkasekwinai, Nasikarn Boonyasiri, Adhiratha Triana, Luis Carlos Chanda, Duncan Charoenpong, Lantharita Chayakulkeeree, Methee Cooke, Graham S. Croda, Julio Cucunubá, Zulma M. Djaafara, Bimandra A. Estofolete, Cassia F. Grillet, Maria-Eugenia Faria, Nuno R. Costa, Silvia Figueiredo Forero-Peña, David A. Gibb, Diana M. Gordon, Anthony C. Hamers, Raph L. Hamlet, Arran Irawany, Vera Jitmuang, Anupop Keurueangkul, Nukool Kimani, Teresia Njoki Lampo, Margarita Levin, Anna S. Lopardo, Gustavo Mustafa, Rima Nayagam, Shevanthi Ngamprasertchai, Thundon Njeri, Ng'ang'a Irene Hannah Nogueira, Mauricio L. Ortiz-Prado, Esteban Perroud, Mauricio W. Phillips, Andrew N. Promsin, Panuwat Qavi, Ambar Rodger, Alison J. Sabino, Ester C. Sangkaew, Sorawat Sari, Djayanti Sirijatuphat, Rujipas Sposito, Andrei C. Srisangthong, Pratthana Thompson, Hayley A. Udwadia, Zarir Valderrama-Beltrán, Sandra Winskill, Peter Ghani, Azra C. Walker, Patrick G.T. Hallett, Timothy B. Respiratory Diseases Background. The public health impact of the coronavirus disease 2019 (COVID-19) pandemic has motivated a rapid search for potential therapeutics, with some key successes. However, the potential impact of different treatments, and consequently research and procurement priorities, have not been clear. Methods. Using a mathematical model of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission, COVID-19 disease and clinical care, we explore the public-health impact of different potential therapeutics, under a range of scenarios varying healthcare capacity, epidemic trajectories; and drug efficacy in the absence of supportive care. Results. The impact of drugs like dexamethasone (delivered to the most critically-ill in hospital and whose therapeutic benefit is expected to depend on the availability of supportive care such as oxygen and mechanical ventilation) is likely to be limited in settings where healthcare capacity is lowest or where uncontrolled epidemics result in hospitals being overwhelmed. As such, it may avert 22% of deaths in high-income countries but only 8% in low-income countries (assuming R = 1.35). Therapeutics for different patient populations (those not in hospital, early in the course of infection) and types of benefit (reducing disease severity or infectiousness, preventing hospitalization) could have much greater benefits, particularly in resource-poor settings facing large epidemics. Conclusions. Advances in the treatment of COVID-19 to date have been focused on hospitalized-patients and predicated on an as- sumption of adequate access to supportive care. Therapeutics delivered earlier in the course of infection that reduce the need for health- care or reduce infectiousness could have significant impact, and research into their efficacy and means of delivery should be a priority. Oxford University Press 2022 Article PeerReviewed application/pdf en https://repository.ugm.ac.id/283445/1/221.pdf Whittaker, Charles and Watson, Oliver J. and Alvarez-Moreno, Carlos and Angkasekwinai, Nasikarn and Boonyasiri, Adhiratha and Triana, Luis Carlos and Chanda, Duncan and Charoenpong, Lantharita and Chayakulkeeree, Methee and Cooke, Graham S. and Croda, Julio and Cucunubá, Zulma M. and Djaafara, Bimandra A. and Estofolete, Cassia F. and Grillet, Maria-Eugenia and Faria, Nuno R. and Costa, Silvia Figueiredo and Forero-Peña, David A. and Gibb, Diana M. and Gordon, Anthony C. and Hamers, Raph L. and Hamlet, Arran and Irawany, Vera and Jitmuang, Anupop and Keurueangkul, Nukool and Kimani, Teresia Njoki and Lampo, Margarita and Levin, Anna S. and Lopardo, Gustavo and Mustafa, Rima and Nayagam, Shevanthi and Ngamprasertchai, Thundon and Njeri, Ng'ang'a Irene Hannah and Nogueira, Mauricio L. and Ortiz-Prado, Esteban and Perroud, Mauricio W. and Phillips, Andrew N. and Promsin, Panuwat and Qavi, Ambar and Rodger, Alison J. and Sabino, Ester C. and Sangkaew, Sorawat and Sari, Djayanti and Sirijatuphat, Rujipas and Sposito, Andrei C. and Srisangthong, Pratthana and Thompson, Hayley A. and Udwadia, Zarir and Valderrama-Beltrán, Sandra and Winskill, Peter and Ghani, Azra C. and Walker, Patrick G.T. and Hallett, Timothy B. (2022) Understanding the Potential Impact of Different Drug Properties on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Transmission and Disease Burden: A Modelling Analysis. Clinical Infectious Diseases, 75 (1). E224-E233. ISSN 1537-6591 https://academic.oup.com/cid/article/75/1/e224/6373521?login=true 10.1093/cid/ciab837 |