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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2023
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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. |
format | Online Article Text |
id | pubmed-10080070 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
record_format | MEDLINE/PubMed |
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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