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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Main Authors: 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.
格式: Article PeerReviewed
語言:English
出版: Oxford University Press 2022
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機構: Universitas Gadjah Mada
語言: English
id id-ugm-repo.283445
record_format dspace
institution Universitas Gadjah Mada
building UGM Library
continent Asia
country Indonesia
Indonesia
content_provider UGM Library
collection Repository Civitas UGM
language English
topic Respiratory Diseases
spellingShingle 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
spelling 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