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Patient-level and system-level determinants of stroke fatality across 16 large hospitals in Ghana and Nigeria: a prospective cohort study

BACKGROUND: Every minute, six indigenous Africans develop new strokes. Patient-level and system-level contributors to early stroke fatality in this region are yet to be delineated. We aimed to identify and quantify the contributions of patient-level and system-level determinants of inpatient stroke...

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Autores principales: Sarfo, Fred S, Akpa, Onoja M, Ovbiagele, Bruce, Akpalu, Albert, Wahab, Kolawole, Obiako, Reginald, Komolafe, Morenikeji, Owolabi, Lukman, Ogbole, Godwin, Fakunle, Adekunle, Okekunle, Akinkunmi Paul, Asowata, Osahon J, Calys-Tagoe, Benedict, Uvere, Ezinne O, Sanni, Taofeek, Olowookere, Samuel, Ibinaiye, Philip, Akinyemi, Joshua O, Arulogun, Oyedunni, Jenkins, Carolyn, Lackland, Daniel T, Tiwari, Hemant K, Isah, Suleiman Y, Abubakar, Sani A, Oladimeji, Adebayo, Adebayo, Philip, Akpalu, Josephine, Onyeonoro, Ugochukwu, Ogunmodede, James A, Akisanya, Cynthia, Mensah, Yaw, Oyinloye, Olalekan I, Appiah, Lambert, Agunloye, Atinuke M, Osaigbovo, Godwin O, Adeoye, Abiodun M, Adeleye, Osimhiarherhuo Ohifemen, Laryea, Ruth Y, Olunuga, Taiwo, Ogah, Okechukwu S, Oguike, Wisdom, Ogunronbi, Mayowa, Adeniyi, Wasiu, Olugbo, Obiabo Y, Bello, Abiodun H, Ogunjimi, Luqman, Diala, Samuel, Dambatta, Hamisu A, Singh, Arti, Adamu, Sheila, Obese, Vida, Adusei, Nathaniel, Owusu, Dorcas, Ampofo, Michael, Tagge, Raelle, Fawale, Bimbo, Yaria, Joseph, Akinyemi, Rufus O, Owolabi, Mayowa O
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080070/
https://www.ncbi.nlm.nih.gov/pubmed/36805867
http://dx.doi.org/10.1016/S2214-109X(23)00038-4
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author Sarfo, Fred S
Akpa, Onoja M
Ovbiagele, Bruce
Akpalu, Albert
Wahab, Kolawole
Obiako, Reginald
Komolafe, Morenikeji
Owolabi, Lukman
Ogbole, Godwin
Fakunle, Adekunle
Okekunle, Akinkunmi Paul
Asowata, Osahon J
Calys-Tagoe, Benedict
Uvere, Ezinne O
Sanni, Taofeek
Olowookere, Samuel
Ibinaiye, Philip
Akinyemi, Joshua O
Arulogun, Oyedunni
Jenkins, Carolyn
Lackland, Daniel T
Tiwari, Hemant K
Isah, Suleiman Y
Abubakar, Sani A
Oladimeji, Adebayo
Adebayo, Philip
Akpalu, Josephine
Onyeonoro, Ugochukwu
Ogunmodede, James A
Akisanya, Cynthia
Mensah, Yaw
Oyinloye, Olalekan I
Appiah, Lambert
Agunloye, Atinuke M
Osaigbovo, Godwin O
Adeoye, Abiodun M
Adeleye, Osimhiarherhuo Ohifemen
Laryea, Ruth Y
Olunuga, Taiwo
Ogah, Okechukwu S
Oguike, Wisdom
Ogunronbi, Mayowa
Adeniyi, Wasiu
Olugbo, Obiabo Y
Bello, Abiodun H
Ogunjimi, Luqman
Diala, Samuel
Dambatta, Hamisu A
Singh, Arti
Adamu, Sheila
Obese, Vida
Adusei, Nathaniel
Owusu, Dorcas
Ampofo, Michael
Tagge, Raelle
Fawale, Bimbo
Yaria, Joseph
Akinyemi, Rufus O
Owolabi, Mayowa O
author_facet Sarfo, Fred S
Akpa, Onoja M
Ovbiagele, Bruce
Akpalu, Albert
Wahab, Kolawole
Obiako, Reginald
Komolafe, Morenikeji
Owolabi, Lukman
Ogbole, Godwin
Fakunle, Adekunle
Okekunle, Akinkunmi Paul
Asowata, Osahon J
Calys-Tagoe, Benedict
Uvere, Ezinne O
Sanni, Taofeek
Olowookere, Samuel
Ibinaiye, Philip
Akinyemi, Joshua O
Arulogun, Oyedunni
Jenkins, Carolyn
Lackland, Daniel T
Tiwari, Hemant K
Isah, Suleiman Y
Abubakar, Sani A
Oladimeji, Adebayo
Adebayo, Philip
Akpalu, Josephine
Onyeonoro, Ugochukwu
Ogunmodede, James A
Akisanya, Cynthia
Mensah, Yaw
Oyinloye, Olalekan I
Appiah, Lambert
Agunloye, Atinuke M
Osaigbovo, Godwin O
Adeoye, Abiodun M
Adeleye, Osimhiarherhuo Ohifemen
Laryea, Ruth Y
Olunuga, Taiwo
Ogah, Okechukwu S
Oguike, Wisdom
Ogunronbi, Mayowa
Adeniyi, Wasiu
Olugbo, Obiabo Y
Bello, Abiodun H
Ogunjimi, Luqman
Diala, Samuel
Dambatta, Hamisu A
Singh, Arti
Adamu, Sheila
Obese, Vida
Adusei, Nathaniel
Owusu, Dorcas
Ampofo, Michael
Tagge, Raelle
Fawale, Bimbo
Yaria, Joseph
Akinyemi, Rufus O
Owolabi, Mayowa O
author_sort Sarfo, Fred S
collection PubMed
description BACKGROUND: Every minute, six indigenous Africans develop new strokes. Patient-level and system-level contributors to early stroke fatality in this region are yet to be delineated. We aimed to identify and quantify the contributions of patient-level and system-level determinants of inpatient stroke fatality across 16 hospitals in Ghana and Nigeria. METHODS: The Stroke Investigative Research and Educational Network (SIREN) is a multicentre study involving 16 sites in Ghana and Nigeria. Cases include adults (aged ≥18 years) with clinical and radiological evidence of an acute stroke. Data on stroke services and resources available at each study site were collected and analysed as system-level factors. A host of demographic and clinical variables of cases were analysed as patient-level factors. A mixed effect log-binomial model including both patient-level and system-level covariates was fitted. Results are presented as adjusted risk ratios (aRRs) with respective 95% CIs. FINDINGS: Overall, 814 (21·8%) of the 3739 patients admitted with stroke died as inpatients: 476 (18·1%) of 2635 with ischaemic stroke and 338 (30·6%) of 1104 with intracerebral haemorrhage. The variability in the odds of stroke fatality that could be attributed to the system-level factors across study sites assessed using model intracluster correlation coefficient was substantial at 7·3% (above a 5% threshold). Stroke units were available at only five of 16 centres. The aRRs of six patient-level factors associated with stroke fatality were: low vegetable consumption, 1·19 (95% CI 1·07–1·33); systolic blood pressure, 1·02 (1·01–1·04) for each 10 mm Hg rise; stroke lesion volume more than 30 cm(3), 1·48 (1·22–1·79); National Institutes of Health Stroke Scale (NIHSS) score, 1·20 (1·13–1·26) for each 5-unit rise; elevated intracranial pressure, 1·75 (1·31–2·33); and aspiration pneumonia, 1·79 (1·16–2·77). INTERPRETATION: Studies are needed to assess the efficacy of interventions targeting patient-level factors such as aspiration pneumonia in reducing acute stroke fatality in this region. Policy directives to improve stroke unit access are warranted. FUNDING: US National Institutes of Health.
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spelling pubmed-100800702023-04-07 Patient-level and system-level determinants of stroke fatality across 16 large hospitals in Ghana and Nigeria: a prospective cohort study Sarfo, Fred S Akpa, Onoja M Ovbiagele, Bruce Akpalu, Albert Wahab, Kolawole Obiako, Reginald Komolafe, Morenikeji Owolabi, Lukman Ogbole, Godwin Fakunle, Adekunle Okekunle, Akinkunmi Paul Asowata, Osahon J Calys-Tagoe, Benedict Uvere, Ezinne O Sanni, Taofeek Olowookere, Samuel Ibinaiye, Philip Akinyemi, Joshua O Arulogun, Oyedunni Jenkins, Carolyn Lackland, Daniel T Tiwari, Hemant K Isah, Suleiman Y Abubakar, Sani A Oladimeji, Adebayo Adebayo, Philip Akpalu, Josephine Onyeonoro, Ugochukwu Ogunmodede, James A Akisanya, Cynthia Mensah, Yaw Oyinloye, Olalekan I Appiah, Lambert Agunloye, Atinuke M Osaigbovo, Godwin O Adeoye, Abiodun M Adeleye, Osimhiarherhuo Ohifemen Laryea, Ruth Y Olunuga, Taiwo Ogah, Okechukwu S Oguike, Wisdom Ogunronbi, Mayowa Adeniyi, Wasiu Olugbo, Obiabo Y Bello, Abiodun H Ogunjimi, Luqman Diala, Samuel Dambatta, Hamisu A Singh, Arti Adamu, Sheila Obese, Vida Adusei, Nathaniel Owusu, Dorcas Ampofo, Michael Tagge, Raelle Fawale, Bimbo Yaria, Joseph Akinyemi, Rufus O Owolabi, Mayowa O Lancet Glob Health Article BACKGROUND: Every minute, six indigenous Africans develop new strokes. Patient-level and system-level contributors to early stroke fatality in this region are yet to be delineated. We aimed to identify and quantify the contributions of patient-level and system-level determinants of inpatient stroke fatality across 16 hospitals in Ghana and Nigeria. METHODS: The Stroke Investigative Research and Educational Network (SIREN) is a multicentre study involving 16 sites in Ghana and Nigeria. Cases include adults (aged ≥18 years) with clinical and radiological evidence of an acute stroke. Data on stroke services and resources available at each study site were collected and analysed as system-level factors. A host of demographic and clinical variables of cases were analysed as patient-level factors. A mixed effect log-binomial model including both patient-level and system-level covariates was fitted. Results are presented as adjusted risk ratios (aRRs) with respective 95% CIs. FINDINGS: Overall, 814 (21·8%) of the 3739 patients admitted with stroke died as inpatients: 476 (18·1%) of 2635 with ischaemic stroke and 338 (30·6%) of 1104 with intracerebral haemorrhage. The variability in the odds of stroke fatality that could be attributed to the system-level factors across study sites assessed using model intracluster correlation coefficient was substantial at 7·3% (above a 5% threshold). Stroke units were available at only five of 16 centres. The aRRs of six patient-level factors associated with stroke fatality were: low vegetable consumption, 1·19 (95% CI 1·07–1·33); systolic blood pressure, 1·02 (1·01–1·04) for each 10 mm Hg rise; stroke lesion volume more than 30 cm(3), 1·48 (1·22–1·79); National Institutes of Health Stroke Scale (NIHSS) score, 1·20 (1·13–1·26) for each 5-unit rise; elevated intracranial pressure, 1·75 (1·31–2·33); and aspiration pneumonia, 1·79 (1·16–2·77). INTERPRETATION: Studies are needed to assess the efficacy of interventions targeting patient-level factors such as aspiration pneumonia in reducing acute stroke fatality in this region. Policy directives to improve stroke unit access are warranted. FUNDING: US National Institutes of Health. 2023-04 2023-02-16 /pmc/articles/PMC10080070/ /pubmed/36805867 http://dx.doi.org/10.1016/S2214-109X(23)00038-4 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article under the CC BY-NC-ND 4.0 license.
spellingShingle Article
Sarfo, Fred S
Akpa, Onoja M
Ovbiagele, Bruce
Akpalu, Albert
Wahab, Kolawole
Obiako, Reginald
Komolafe, Morenikeji
Owolabi, Lukman
Ogbole, Godwin
Fakunle, Adekunle
Okekunle, Akinkunmi Paul
Asowata, Osahon J
Calys-Tagoe, Benedict
Uvere, Ezinne O
Sanni, Taofeek
Olowookere, Samuel
Ibinaiye, Philip
Akinyemi, Joshua O
Arulogun, Oyedunni
Jenkins, Carolyn
Lackland, Daniel T
Tiwari, Hemant K
Isah, Suleiman Y
Abubakar, Sani A
Oladimeji, Adebayo
Adebayo, Philip
Akpalu, Josephine
Onyeonoro, Ugochukwu
Ogunmodede, James A
Akisanya, Cynthia
Mensah, Yaw
Oyinloye, Olalekan I
Appiah, Lambert
Agunloye, Atinuke M
Osaigbovo, Godwin O
Adeoye, Abiodun M
Adeleye, Osimhiarherhuo Ohifemen
Laryea, Ruth Y
Olunuga, Taiwo
Ogah, Okechukwu S
Oguike, Wisdom
Ogunronbi, Mayowa
Adeniyi, Wasiu
Olugbo, Obiabo Y
Bello, Abiodun H
Ogunjimi, Luqman
Diala, Samuel
Dambatta, Hamisu A
Singh, Arti
Adamu, Sheila
Obese, Vida
Adusei, Nathaniel
Owusu, Dorcas
Ampofo, Michael
Tagge, Raelle
Fawale, Bimbo
Yaria, Joseph
Akinyemi, Rufus O
Owolabi, Mayowa O
Patient-level and system-level determinants of stroke fatality across 16 large hospitals in Ghana and Nigeria: a prospective cohort study
title Patient-level and system-level determinants of stroke fatality across 16 large hospitals in Ghana and Nigeria: a prospective cohort study
title_full Patient-level and system-level determinants of stroke fatality across 16 large hospitals in Ghana and Nigeria: a prospective cohort study
title_fullStr Patient-level and system-level determinants of stroke fatality across 16 large hospitals in Ghana and Nigeria: a prospective cohort study
title_full_unstemmed Patient-level and system-level determinants of stroke fatality across 16 large hospitals in Ghana and Nigeria: a prospective cohort study
title_short Patient-level and system-level determinants of stroke fatality across 16 large hospitals in Ghana and Nigeria: a prospective cohort study
title_sort patient-level and system-level determinants of stroke fatality across 16 large hospitals in ghana and nigeria: a prospective cohort study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080070/
https://www.ncbi.nlm.nih.gov/pubmed/36805867
http://dx.doi.org/10.1016/S2214-109X(23)00038-4
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