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Hooli S, Makwenda C, Lufesi N, Colbourn T, Mvalo T, McCollum ED, King C. Implication of the 2014 World Health Organization Integrated Management of Childhood Illness Pneumonia Guidelines with and without pulse oximetry use in Malawi: A retrospective cohort study. Gates Open Res 2023; 7:71. [PMID: 37974907 PMCID: PMC10651692 DOI: 10.12688/gatesopenres.13963.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2023] [Indexed: 11/19/2023] Open
Abstract
Background Under-5 pneumonia mortality remains high in low-income countries. In 2014 the World Health Organization (WHO) advised that children with chest indrawing pneumonia, but without danger signs or peripheral oxygen saturation (SpO 2) < 90% be treated in the community, rather than hospitalized. In Malawi there is limited pulse oximetry availability. Methods Secondary analysis of 13,413 under-5 pneumonia cases in Malawi. Pneumonia associated case fatality ratios (CFR) were calculated by disease severity under the assumptions of the 2005 and 2014 WHO Integrated Management of Childhood Illness (IMCI) guidelines, with and without pulse oximetry. We investigated if pulse oximetry readings were missing not at random (MNAR). Results The CFR of patients classified as having non-severe pneumonia per the 2014 IMCI guidelines doubled under the assumption that pulse oximetry was not available (1.5% without pulse oximetry vs 0.7% with pulse oximetry, P<0.001). When 2014 IMCI guidelines were applied with pulse oximetry and a SpO 2 < 90% as the threshold for referral and/or admission, the number of cases meeting hospitalization criteria decreased by 70.3%. Unrecorded pulse oximetry readings were MNAR with an adjusted odds for mortality of 4.9 (3.8, 6.3), similar to that of a SpO 2 < 90%. Although fewer girls were hospitalized, female sex was an independent mortality risk factor. Conclusions In Malawi, implementation of the 2014 WHO IMCI pneumonia guidelines, without pulse oximetry, will miss high risk cases. Alternatively, implementation of pulse oximetry may result in a large reduction in hospitalization rates without significantly increasing non-severe pneumonia associated CFR if the inability to obtain a pulse oximetry reading is considered a WHO danger sign.
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Affiliation(s)
- Shubhada Hooli
- Department of Pediatrics, Division of Emergency Medicine, Baylor College of Medicine, Houston, TX, USA
| | | | - Norman Lufesi
- Republic of Malawi Ministry of Health, Lilongwe, Malawi
| | - Tim Colbourn
- Institute for Global Health, University College London, London, UK
| | - Tisungane Mvalo
- University of North Carolina Project Malawi, Lilongwe, Malawi
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Eric D. McCollum
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Global Program in Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Carina King
- Institute for Global Health, University College London, London, UK
- Department of Global Public Health, Karolinska Institute, Stockholm, Sweden
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Schuh HB, Hooli S, Ahmed S, King C, Roy AD, Lufesi N, Islam ASMDA, Mvalo T, Chowdhury NH, Ginsburg AS, Colbourn T, Checkley W, Baqui AH, McCollum ED. Clinical hypoxemia score for outpatient child pneumonia care lacking pulse oximetry in Africa and South Asia. Front Pediatr 2023; 11:1233532. [PMID: 37859772 PMCID: PMC10582699 DOI: 10.3389/fped.2023.1233532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 09/07/2023] [Indexed: 10/21/2023] Open
Abstract
Background Pulse oximeters are not routinely available in outpatient clinics in low- and middle-income countries. We derived clinical scores to identify hypoxemic child pneumonia. Methods This was a retrospective pooled analysis of two outpatient datasets of 3-35 month olds with World Health Organization (WHO)-defined pneumonia in Bangladesh and Malawi. We constructed, internally validated, and compared fit & discrimination of four models predicting SpO2 < 93% and <90%: (1) Integrated Management of Childhood Illness guidelines, (2) WHO-composite guidelines, (3) Independent variable least absolute shrinkage and selection operator (LASSO); (4) Composite variable LASSO. Results 12,712 observations were included. The independent and composite LASSO models discriminated moderately (both C-statistic 0.77) between children with a SpO2 < 93% and ≥94%; model predictive capacities remained moderate after adjusting for potential overfitting (C-statistic 0.74 and 0.75). The IMCI and WHO-composite models had poorer discrimination (C-statistic 0.56 and 0.68) and identified 20.6% and 56.8% of SpO2 < 93% cases. The highest score stratum of the independent and composite LASSO models identified 46.7% and 49.0% of SpO2 < 93% cases. Both LASSO models had similar performance for a SpO2 < 90%. Conclusions In the absence of pulse oximeters, both LASSO models better identified outpatient hypoxemic pneumonia cases than the WHO guidelines. Score external validation and implementation are needed.
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Affiliation(s)
- Holly B. Schuh
- Global Program in Pediatric Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Shubhada Hooli
- Global Program in Pediatric Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
- Division of Emergency Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | | | - Carina King
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | | | | | | | - Tisungane Mvalo
- University of North Carolina (UNC) Project Malawi, Lilongwe, Malawi
- Department of Pediatrics, UNC, Chapel Hill, NC, United States
| | | | - Amy Sarah Ginsburg
- Clinical Trial Center, University of Washington, Seattle, WA, United States
| | - Tim Colbourn
- Institute for Global Health, University College London, London, United Kingdom
| | - William Checkley
- Division of Pulmonary and Critical Care, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
- Center for Global Non-Communicable Disease Research and Training, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Abdullah H. Baqui
- Health Systems Program, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Eric D. McCollum
- Global Program in Pediatric Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, MD, United States
- Health Systems Program, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
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McCollum ED, Ahmed S, Roy AD, Islam AA, Schuh HB, King C, Hooli S, Quaiyum MA, Ginsburg AS, Checkley W, Baqui AH, Colbourn T. Risk and accuracy of outpatient-identified hypoxaemia for death among suspected child pneumonia cases in rural Bangladesh: a multifacility prospective cohort study. Lancet Respir Med 2023; 11:769-781. [PMID: 37037207 PMCID: PMC10469265 DOI: 10.1016/s2213-2600(23)00098-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 02/02/2023] [Accepted: 02/08/2023] [Indexed: 04/12/2023]
Abstract
BACKGROUND Hypoxaemic pneumonia mortality risk in low-income and middle-income countries is high in children who have been hospitalised, but unknown among outpatient children. We sought to establish the outpatient burden, mortality risk, and prognostic accuracy of death from hypoxaemia in children with suspected pneumonia in Bangladesh. METHODS We conducted a prospective community-based cohort study encompassing three upazila (subdistrict) health complex catchment areas in Sylhet, Bangladesh. Children aged 3-35 months participating in a community surveillance programme and presenting to one of three upazila health complex Integrated Management of Childhood Illness (IMCI) outpatient clinics with an acute illness and signs of difficult breathing (defined as suspected pneumonia) were enrolled in the study; because lower respiratory tract infection mortality mainly occurs in children younger than 1 year, the primary study population comprised children aged 3-11 months. Study physicians recorded WHO IMCI pneumonia guideline clinical signs and peripheral arterial oxyhaemoglobin saturations (SpO2) in room air. They treated children with pneumonia with antibiotics (oral amoxicillin [40 mg/kg per dose twice per day for 5-7 days, as per local practice]), and recommended oxygen, parenteral antibiotics, and hospitalisation for those with an SpO2 of less than 90%, WHO IMCI danger signs, or severe malnutrition. Community health workers documented the children's vital status and the date of any vital status changes during routine household surveillance (one visit to each household every 2 months). The primary outcome was death at 2 weeks after enrolment in children aged 3-11 months (primary study population) and 12-35 months (secondary study population). Primary analyses included estimating the outpatient prevalence, mortality risk, and prognostic accuracy of hypoxaemia for death in children aged 3-11 months with suspected pneumonia. Risk ratios were produced by fitting a multivariable model that regressed predefined SpO2 ranges (<90%, 90-93%, and 94-100%) on the primary 2-week mortality outcome (binary outcome) using Poisson models with robust variance estimation. We established the prognostic accuracy of WHO IMCI guidelines for death with and without varying SpO2 thresholds. FINDINGS Participants were recruited between Sept 1, 2015, to Aug 31, 2017. During the study period, a total of 7440 children aged 3-35 months with the first suspected pneumonia episode were enrolled, of whom 3848 (54·3%) with an attempted pulse oximeter measurement and 2-week outcome were included in our primary study population of children aged 3-11-months. Among children aged 3-11 months, an SpO2 of less than 90% occurred in 102 (2·7%) of 3848 children, an SpO2 of 90-93% occurred in 306 (8·0%) children, a failed SpO2 measurement occurred in 67 (1·7%) children, and 24 (0·6%) children with suspected pneumonia died. Compared with an SpO2 of 94-100% (3373 [87·7%] of 3848), the adjusted risk ratio for death was 10·3 (95% CI 3·2-32·3; p<0·001) for an SpO2 of less than 90%, 4·3 (1·5-11·8; p=0·005) for an SpO2 of 90-93%, and 11·4 (3·1-41·4; p<0·001) for a failed measurement. When not considering pulse oximetry, of the children who died, WHO IMCI guidelines identified only 25·0% (95% CI 9·7-46·7; six of 24 children) as eligible for referral to hospital. For identifying deaths, in children with an SpO2 of less than 90% WHO IMCI guidelines had a 41·7% sensitivity (95% CI 22·1-63·4) and 89·7% specificity (88·7-90·7); for children with an SpO2 of less than 90% or measurement failure the guidelines had a 54·2% sensitivity (32·8-74·4) and 88·3% specificity (87·2-89·3); and for children with an SpO2 of less than 94% or measurement failure the guidelines had a 62·5% sensitivity (40·6-81·2) and 81·3% specificity (80·0-82·5). INTERPRETATION These findings support pulse oximeter use during the outpatient care of young children with suspected pneumonia in Bangladesh as well as the re-evaluation of the WHO IMCI currently recommended threshold of an SpO2 less than 90% for hospital referral. FUNDING Fogarty International Center of the National Institutes of Health (K01TW009988), The Bill & Melinda Gates Foundation (OPP1084286 and OPP1117483), and GlaxoSmithKline (90063241).
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Affiliation(s)
- Eric D McCollum
- Global Program in Pediatric Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of International Health, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.
| | | | | | | | - Holly B Schuh
- Department of Epidemiology, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Carina King
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Shubhada Hooli
- Section of Emergency Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Mohammad Abdul Quaiyum
- Projahnmo Research Foundation, Dhaka, Bangladesh; International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | | | - William Checkley
- Department of International Health, School of Medicine, Johns Hopkins University, Baltimore, MD, USA; Bloomberg School of Public Health, and Division of Pulmonary and Critical Care, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA; Center for Global Non-Communicable Disease Research and Training, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Abdullah H Baqui
- Department of International Health, International Center for Maternal and Newborn Health, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Tim Colbourn
- Institute for Global Health, University College London, London, UK
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Hooli S, King C, McCollum ED, Colbourn T, Lufesi N, Mwansambo C, Gregory CJ, Thamthitiwat S, Cutland C, Madhi SA, Nunes MC, Gessner BD, Hazir T, Mathew JL, Addo-Yobo E, Chisaka N, Hassan M, Hibberd PL, Jeena P, Lozano JM, MacLeod WB, Patel A, Thea DM, Nguyen NTV, Zaman SM, Ruvinsky RO, Lucero M, Kartasasmita CB, Turner C, Asghar R, Banajeh S, Iqbal I, Maulen-Radovan I, Mino-Leon G, Saha SK, Santosham M, Singhi S, Awasthi S, Bavdekar A, Chou M, Nymadawa P, Pape JW, Paranhos-Baccala G, Picot VS, Rakoto-Andrianarivelo M, Rouzier V, Russomando G, Sylla M, Vanhems P, Wang J, Basnet S, Strand TA, Neuman MI, Arroyo LM, Echavarria M, Bhatnagar S, Wadhwa N, Lodha R, Aneja S, Gentile A, Chadha M, Hirve S, O'Grady KAF, Clara AW, Rees CA, Campbell H, Nair H, Falconer J, Williams LJ, Horne M, Qazi SA, Nisar YB. In-hospital mortality risk stratification in children aged under 5 years with pneumonia with or without pulse oximetry: A secondary analysis of the Pneumonia REsearch Partnership to Assess WHO REcommendations (PREPARE) dataset. Int J Infect Dis 2023; 129:240-250. [PMID: 36805325 PMCID: PMC10017350 DOI: 10.1016/j.ijid.2023.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 02/01/2023] [Accepted: 02/05/2023] [Indexed: 02/17/2023] Open
Abstract
OBJECTIVES We determined the pulse oximetry benefit in pediatric pneumonia mortality risk stratification and chest-indrawing pneumonia in-hospital mortality risk factors. METHODS We report the characteristics and in-hospital pneumonia-related mortality of children aged 2-59 months who were included in the Pneumonia Research Partnership to Assess WHO Recommendations dataset. We developed multivariable logistic regression models of chest-indrawing pneumonia to identify mortality risk factors. RESULTS Among 285,839 children, 164,244 (57.5%) from hospital-based studies were included. Pneumonia case fatality risk (CFR) without pulse oximetry measurement was higher than with measurement (5.8%, 95% confidence interval [CI] 5.6-5.9% vs 2.1%, 95% CI 1.9-2.4%). One in five children with chest-indrawing pneumonia was hypoxemic (19.7%, 95% CI 19.0-20.4%), and the hypoxemic CFR was 10.3% (95% CI 9.1-11.5%). Other mortality risk factors were younger age (either 2-5 months [adjusted odds ratio (aOR) 9.94, 95% CI 6.67-14.84] or 6-11 months [aOR 2.67, 95% CI 1.71-4.16]), moderate malnutrition (aOR 2.41, 95% CI 1.87-3.09), and female sex (aOR 1.82, 95% CI 1.43-2.32). CONCLUSION Children with a pulse oximetry measurement had a lower CFR. Many children hospitalized with chest-indrawing pneumonia were hypoxemic and one in 10 died. Young age and moderate malnutrition were risk factors for in-hospital chest-indrawing pneumonia-related mortality. Pulse oximetry should be integrated in pneumonia hospital care for children under 5 years.
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Affiliation(s)
- Shubhada Hooli
- Division of Pediatric Emergency Medicine, Texas Children's Hospital/Baylor College of Medicine, Houston, United States of America
| | - Carina King
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden and Institute for Global Health, University College London, London, United Kingdom
| | - Eric D McCollum
- Global Program in Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, United States of America and Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, United States of America
| | - Tim Colbourn
- Institute for Global Health, University College London, London, United Kingdom
| | | | | | - Christopher J Gregory
- Division of Vector-Borne Diseases, US Centers for Disease Control and Prevention, Fort Collins, United States of America
| | - Somsak Thamthitiwat
- Division of Global Health Protection, Thailand Ministry of Public Health-US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Clare Cutland
- African Leadership in Vaccinology Expertise (Alive), Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Shabir Ahmed Madhi
- South African Medical Research Council: Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Department of Science and Technology/National Research Foundation: Vaccine Preventable Diseases Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Marta C Nunes
- South African Medical Research Council: Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Department of Science and Technology/National Research Foundation: Vaccine Preventable Diseases Unit, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Tabish Hazir
- The Children's Hospital, (Retired), Pakistan Institute of Medical Sciences (PIMS), Islamabad, Pakistan (deceased)
| | - Joseph L Mathew
- Advanced Pediatrics Centre, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Emmanuel Addo-Yobo
- Kwame Nkrumah University of Science & Technology/Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | - Noel Chisaka
- World Bank, Washington DC, United States of America
| | - Mumtaz Hassan
- The Children's Hospital, Pakistan Institute of Medical Sciences (PIMS), Islamabad, Pakistan (deceased)
| | - Patricia L Hibberd
- Department of Global Health, Boston University School of Public Health, Boston, United States of America
| | | | - Juan M Lozano
- Florida International University, Miami, United States of America
| | - William B MacLeod
- Department of Global Health, Boston University School of Public Health, Boston, United States of America
| | - Archana Patel
- Lata Medical Research Foundation, Nagpur and Datta Meghe Institute of Medical Sciences, Sawangi, India
| | - Donald M Thea
- Department of Global Health, Boston University School of Public Health, Boston, United States of America
| | | | - Syed Ma Zaman
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Raul O Ruvinsky
- Dirección de Control de Enfermedades Inmunoprevenibles, Ministerio de Salud de la Nación, Buenos Aires, Argentina
| | - Marilla Lucero
- Research Institute for Tropical Medicine, Manila, Philippines
| | - Cissy B Kartasasmita
- Department of Child Health, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | | | - Rai Asghar
- Rawalpindi Medical College, Rawalpindi, Pakistan
| | | | - Imran Iqbal
- Combined Military Hospital Institute of Medical Sciences, Multan, Pakistan
| | - Irene Maulen-Radovan
- Instituto Nacional de Pediatria Division de Investigacion Insurgentes, Mexico City, Mexico
| | - Greta Mino-Leon
- Children's Hospital Dr Francisco de Ycaza Bustamante, Head of Department, Infectious diseases, Guayaquil, Ecuador
| | - Samir K Saha
- Child Health Research Foundation and Dhaka Shishu Hospital, Dhaka, Bangladesh
| | - Mathuram Santosham
- International Vaccine Access Center (IVAC), Department of International Health, Johns Hopkins University, Baltimore, United States of America
| | | | - Shally Awasthi
- King George's Medical University, Department of Pediatrics, Lucknow, India
| | | | - Monidarin Chou
- University of Health Sciences, Rodolph Mérieux Laboratory & Ministry of Environment, Phom Phen, Cambodia
| | - Pagbajabyn Nymadawa
- Mongolian Academy of Sciences, Academy of Medical Sciences, Ulaanbaatar, Mongolia
| | | | | | | | | | | | - Graciela Russomando
- Universidad Nacional de Asuncion, Departamento de Biología Molecular y Genética, Instituto de Investigaciones en Ciencias de la Salud, Asuncion, Paraguay
| | - Mariam Sylla
- Gabriel Touré Hospital, Department of Pediatrics, Bamako, Mali
| | - Philippe Vanhems
- Unité d'Hygiène, Epidémiologie, Infectiovigilance et Prévention, Hospices Civils de Lyon, Lyon, France and Centre International de Recherche en Infectiologie, Institut National de la Santé et de la Recherche Médicale U1111, CNRS Unité Mixte de Recherche 5308, École Nationale Supérieure de Lyon, Université Claude Bernard Lyon 1, Lyon, France
| | - Jianwei Wang
- Chinese Academy of Medical Sciences & Peking Union, Medical College Institute of Pathogen Biology, MOH Key Laboratory of Systems Biology of Pathogens and Dr Christophe Mérieux Laboratory, Beijing, China
| | - Sudha Basnet
- Center for Intervention Science in Maternal and Child Health, University of Bergen, Norway and Department of Pediatrics, Tribhuvan University Institute of Medicine, Nepal
| | - Tor A Strand
- Research Department, Innlandet Hospital Trust, Lillehammer, Norway
| | - Mark I Neuman
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, United States of America
| | | | - Marcela Echavarria
- Clinical Virology Unit, Centro de Educación Médica e Investigaciones Clínicas, Mar del Plata, Argentina
| | | | - Nitya Wadhwa
- Translational Health Science and Technology Institute, Faridabad, India
| | - Rakesh Lodha
- All India Institute of Medical Sciences, New Delhi, India
| | - Satinder Aneja
- School of Medical Sciences & Research, Sharda University, Greater Noida, India
| | - Angela Gentile
- Department of Epidemiology, "R. Gutiérrez" Children's Hospital, Buenos Aires, Argentina
| | - Mandeep Chadha
- Former Scientist G, ICMR National Institute of Virology, Pune, India
| | | | - Kerry-Ann F O'Grady
- Australian Centre for Health Services Innovation, Queensland University of Technology, Kelvin Grove, Australia
| | - Alexey W Clara
- Centers for Disease Control, Central American Region, Guatemala City, Guatemala
| | - Chris A Rees
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, United States of America
| | - Harry Campbell
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Harish Nair
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Jennifer Falconer
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Linda J Williams
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Margaret Horne
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Shamim A Qazi
- Department of Maternal, Newborn, Child, and Adolescent Health (Retired), World Health Organization, Geneva, Switzerland
| | - Yasir Bin Nisar
- Department of Maternal, Newborn, Child, and Adolescent Health and Ageing, World Health Organization, Geneva, Switzerland.
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Martin H, Falconer J, Addo-Yobo E, Aneja S, Arroyo LM, Asghar R, Awasthi S, Banajeh S, Bari A, Basnet S, Bavdekar A, Bhandari N, Bhatnagar S, Bhutta ZA, Brooks A, Chadha M, Chisaka N, Chou M, Clara AW, Colbourn T, Cutland C, D'Acremont V, Echavarria M, Gentile A, Gessner B, Gregory CJ, Hazir T, Hibberd PL, Hirve S, Hooli S, Iqbal I, Jeena P, Kartasasmita CB, King C, Libster R, Lodha R, Lozano JM, Lucero M, Lufesi N, MacLeod WB, Madhi SA, Mathew JL, Maulen-Radovan I, McCollum ED, Mino G, Mwansambo C, Neuman MI, Nguyen NTV, Nunes MC, Nymadawa P, O'Grady KAF, Pape JW, Paranhos-Baccala G, Patel A, Picot VS, Rakoto-Andrianarivelo M, Rasmussen Z, Rouzier V, Russomando G, Ruvinsky RO, Sadruddin S, Saha SK, Santosham M, Singhi S, Soofi S, Strand TA, Sylla M, Thamthitiwat S, Thea DM, Turner C, Vanhems P, Wadhwa N, Wang J, Zaman SMA, Campbell H, Nair H, Qazi SA, Nisar YB. Assembling a global database of child pneumonia studies to inform WHO pneumonia management algorithm: Methodology and applications. J Glob Health 2022; 12:04075. [PMID: 36579417 PMCID: PMC9798037 DOI: 10.7189/jogh.12.04075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Background The existing World Health Organization (WHO) pneumonia case management guidelines rely on clinical symptoms and signs for identifying, classifying, and treating pneumonia in children up to 5 years old. We aimed to collate an individual patient-level data set from large, high-quality pre-existing studies on pneumonia in children to identify a set of signs and symptoms with greater validity in the diagnosis, prognosis, and possible treatment of childhood pneumonia for the improvement of current pneumonia case management guidelines. Methods Using data from a published systematic review and expert knowledge, we identified studies meeting our eligibility criteria and invited investigators to share individual-level patient data. We collected data on demographic information, general medical history, and current illness episode, including history, clinical presentation, chest radiograph findings when available, treatment, and outcome. Data were gathered separately from hospital-based and community-based cases. We performed a narrative synthesis to describe the final data set. Results Forty-one separate data sets were included in the Pneumonia Research Partnership to Assess WHO Recommendations (PREPARE) database, 26 of which were hospital-based and 15 were community-based. The PREPARE database includes 285 839 children with pneumonia (244 323 in the hospital and 41 516 in the community), with detailed descriptions of clinical presentation, clinical progression, and outcome. Of 9185 pneumonia-related deaths, 6836 (74%) occurred in children <1 year of age and 1317 (14%) in children aged 1-2 years. Of the 285 839 episodes, 280 998 occurred in children 0-59 months old, of which 129 584 (46%) were 2-11 months of age and 152 730 (54%) were males. Conclusions This data set could identify an improved specific, sensitive set of criteria for diagnosing clinical pneumonia and help identify sick children in need of referral to a higher level of care or a change of therapy. Field studies could be designed based on insights from PREPARE analyses to validate a potential revised pneumonia algorithm. The PREPARE methodology can also act as a model for disease database assembly.
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Affiliation(s)
- Helena Martin
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, United Kingdom
| | - Jennifer Falconer
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, United Kingdom
| | - Emmanuel Addo-Yobo
- Kwame Nkrumah University of Science and Technology/Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | - Satinder Aneja
- School of Medical Sciences and Research, Sharda University, Greater Noida, India
| | | | - Rai Asghar
- Rawalpindi Medical College, Rawalpindi, Pakistan
| | - Shally Awasthi
- King George’s Medical University, Department of Pediatrics, Lucknow, India
| | - Salem Banajeh
- Department of Paediatrics and Child Health, University of Sana’a, Sana’a, Yemen
| | - Abdul Bari
- Independent newborn and child health consultant, Islamabad, Pakistan
| | - Sudha Basnet
- Center for Intervention Science in Maternal and Child Health, University of Bergen, Norway,Department of Pediatrics, Tribhuvan University Institute of Medicine, Nepal
| | - Ashish Bavdekar
- King Edward Memorial (KEM) Hospital Pune, Department of Pediatrics, Pune, India
| | - Nita Bhandari
- Center for Health Research and Development, Society for Applied Studies, India
| | | | - Zulfiqar A Bhutta
- Institute for Global Health and Development, Aga Khan University, Pakistan
| | - Abdullah Brooks
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Mandeep Chadha
- Former Scientist, Indian Council of Medical Research (ICMR), National Institute of Virology, Pune, India
| | | | - Monidarin Chou
- University of Health Sciences, Rodolphe Mérieux Laboratory, Phom Phen, Cambodia,Ministry of Environment, Phom Phen, Cambodia
| | - Alexey W Clara
- Centers for Disease Control, Central American Region, Guatemala City, Guatemala
| | - Tim Colbourn
- Institute for Global Health, University College London, London, United Kingdom
| | - Clare Cutland
- South African Medical Research Council, Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,Department of Science and Technology/National Research Foundation, South African Research Chair Initiative in Vaccine Preventable Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Marcela Echavarria
- Clinical Virology Unit, Centro de Educación Médica e Investigaciones Clínicas, Argentina
| | - Angela Gentile
- Department of Epidemiology, “R. Gutiérrez” Children's Hospital, Buenos Aires, Argentina
| | - Brad Gessner
- Pfizer Vaccines, Collegeville, Pennsylvania, USA
| | - Christopher J. Gregory
- Division of Vector-borne Diseases, US Centers for Disease Control and Prevention, Fort Collins, Colorado, USA
| | - Tabish Hazir
- Retired from Children Hospital, Pakistan Institute of Medical Sciences, Islamabad, Pakistan
| | - Patricia L. Hibberd
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | | | - Shubhada Hooli
- Section of Pediatric Emergency Medicine, Texas Children’s Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - Imran Iqbal
- Department of Paediatrics, Combined Military Hospital Institute of Medical Sciences, Multan, Pakistan
| | | | - Cissy B Kartasasmita
- Department of Child Health, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Carina King
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden,Institute for Global Health, University College London, London, United Kingdom
| | | | - Rakesh Lodha
- All India Institute of Medical Sciences, New Delhi, India
| | | | - Marilla Lucero
- Research Institute for Tropical Medicine, Manila, Philippines
| | | | - William B MacLeod
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Shabir Ahmed Madhi
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg
| | - Joseph L Mathew
- Advanced Pediatrics Centre, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Irene Maulen-Radovan
- Instituto Nactional de Pediatria Division de Investigacion Insurgentes, Mexico City, Mexico
| | - Eric D McCollum
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA,Global Program in Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, USA
| | - Greta Mino
- Department of Infectious diseases, Guayaquil, Ecuador
| | | | - Mark I Neuman
- Division of Emergency Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Marta C Nunes
- South African Medical Research Council, Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,Department of Science and Technology/National Research Foundation, South African Research Chair Initiative in Vaccine Preventable Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Pagbajabyn Nymadawa
- Mongolian Academy of Sciences, Academy of Medical Sciences, Ulaanbaatar, Mongolia
| | - Kerry-Ann F O'Grady
- Australian Centre for Health Services Innovation, Queensland University of Technology, Kelvin Grove, Australia
| | | | | | - Archana Patel
- Lata Medical Research Foundation, Nagpur and Datta Meghe Institute of Medical Sciences, Sawangi, India
| | | | | | - Zeba Rasmussen
- Division of International Epidemiology and Population Studies (DIEPS), Fogarty International Center (FIC), National Institute of Health (NIH), USA
| | | | - Graciela Russomando
- Universidad Nacional de Asuncion, Departamento de Biología Molecular y Genética, Instituto de Investigaciones en Ciencias de la Salud, Asuncion, Paraguay
| | - Raul O Ruvinsky
- Dirección de Control de Enfermedades Inmunoprevenibles, Ministerio de Salud de la Nación, Buenos Aires, Argentina
| | - Salim Sadruddin
- Consultant/Retired World Health Organization (WHO) Staff, Geneva, Switzerland
| | - Samir K. Saha
- Child Health Research Foundation, Dhaka, Bangladesh,Dhaka Shishu Hospital, Dhaka, Bangladesh
| | - Mathuram Santosham
- International Vaccine Access Center (IVAC), Department of International Health, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Sajid Soofi
- Department of Pediatrics and Child Health, Aga Khan University, Pakistan
| | - Tor A Strand
- Research Department, Innlandet Hospital Trust, Lillehammer, Norway
| | - Mariam Sylla
- Gabriel Touré Hospital, Department of Pediatrics, Bamako, Mali
| | - Somsak Thamthitiwat
- Division of Global Health Protection, Thailand Ministry of Public Health – US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Donald M Thea
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | | | - Philippe Vanhems
- Unité d'Hygiène, Epidémiologie, Infectiovigilance et Prévention, Hospices Civils de Lyon, Lyon, France,Centre International de Recherche en Infectiologie, École Nationale Supérieure de Lyon, Université Claude Bernard Lyon 1, Lyon, France
| | - Nitya Wadhwa
- Translational Health Science and Technology Institute, Faridabad, India
| | - Jianwei Wang
- Chinese Academy of Medical Sciences & Peking Union, Medical College Institute of Pathogen Biology, MOH Key Laboratory of Systems Biology of Pathogens and Dr Christophe Mérieux Laboratory, Beijing, China
| | - Syed MA Zaman
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Harry Campbell
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, United Kingdom
| | - Harish Nair
- Centre for Global Health, Usher Institute, Edinburgh Medical School, University of Edinburgh, Edinburgh, United Kingdom
| | - Shamim Ahmad Qazi
- Consultant/Retired World Health Organization (WHO) Staff, Geneva, Switzerland
| | - Yasir Bin Nisar
- Department of Maternal, Newborn, Child and Adolescent Health and Ageing, World Health Organization (WHO), Geneva, Switzerland
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6
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Rees CA, Colbourn T, Hooli S, King C, Lufesi N, McCollum ED, Mwansambo C, Cutland C, Madhi SA, Nunes M, Matthew JL, Addo-Yobo E, Chisaka N, Hassan M, Hibberd PL, Jeena PM, Lozano JM, MacLeod WB, Patel A, Thea DM, Nguyen NTV, Kartasasmita CB, Lucero M, Awasthi S, Bavdekar A, Chou M, Nymadawa P, Pape JW, Paranhos-Baccala G, Picot VS, Rakoto-Andrianarivelo M, Rouzier V, Russomando G, Sylla M, Vanhems P, Wang J, Asghar R, Banajeh S, Iqbal I, Maulen-Radovan I, Mino-Leon G, Saha SK, Santosham M, Singhi S, Basnet S, Strand TA, Bhatnagar S, Wadhwa N, Lodha R, Aneja S, Clara AW, Campbell H, Nair H, Falconer J, Qazi SA, Nisar YB, Neuman MI. Derivation and validation of a novel risk assessment tool to identify children aged 2–59 months at risk of hospitalised pneumonia-related mortality in 20 countries. BMJ Glob Health 2022; 7:bmjgh-2021-008143. [PMID: 35428680 PMCID: PMC9014031 DOI: 10.1136/bmjgh-2021-008143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 03/20/2022] [Indexed: 11/27/2022] Open
Abstract
Introduction Existing risk assessment tools to identify children at risk of hospitalised pneumonia-related mortality have shown suboptimal discriminatory value during external validation. Our objective was to derive and validate a novel risk assessment tool to identify children aged 2–59 months at risk of hospitalised pneumonia-related mortality across various settings. Methods We used primary, baseline, patient-level data from 11 studies, including children evaluated for pneumonia in 20 low-income and middle-income countries. Patients with complete data were included in a logistic regression model to assess the association of candidate variables with the outcome hospitalised pneumonia-related mortality. Adjusted log coefficients were calculated for each candidate variable and assigned weighted points to derive the Pneumonia Research Partnership to Assess WHO Recommendations (PREPARE) risk assessment tool. We used bootstrapped selection with 200 repetitions to internally validate the PREPARE risk assessment tool. Results A total of 27 388 children were included in the analysis (mean age 14.0 months, pneumonia-related case fatality ratio 3.1%). The PREPARE risk assessment tool included patient age, sex, weight-for-age z-score, body temperature, respiratory rate, unconsciousness or decreased level of consciousness, convulsions, cyanosis and hypoxaemia at baseline. The PREPARE risk assessment tool had good discriminatory value when internally validated (area under the curve 0.83, 95% CI 0.81 to 0.84). Conclusions The PREPARE risk assessment tool had good discriminatory ability for identifying children at risk of hospitalised pneumonia-related mortality in a large, geographically diverse dataset. After external validation, this tool may be implemented in various settings to identify children at risk of hospitalised pneumonia-related mortality.
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Affiliation(s)
- Chris A Rees
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Tim Colbourn
- Institute for Global Health, University College London, London, UK
| | - Shubhada Hooli
- Section of Pediatric Emergency Medicine, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - Carina King
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Norman Lufesi
- Acute Respiratory Illness Unit, Government of Malawi Ministry of Health, Lilongwe, Malawi
| | - Eric D McCollum
- Global Program in Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Charles Mwansambo
- Acute Respiratory Illness Unit, Government of Malawi Ministry of Health, Lilongwe, Malawi
| | - Clare Cutland
- South African Medical Research Council: Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Shabir Ahmed Madhi
- South African Medical Research Council: Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Marta Nunes
- South African Medical Research Council: Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Joseph L Matthew
- Advanced Pediatrics Centre, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Noel Chisaka
- World Bank, World Bank, Washington, District of Columbia, USA
| | - Mumtaz Hassan
- Department of Pediatrics, Children's Hospital, Islamabad, Pakistan
| | - Patricia L Hibberd
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Prakash M Jeena
- Department of Paediatrics and Child Health, University of KwaZulu-Natal Nelson R Mandela School of Medicine, Durban, South Africa
| | - Juan M Lozano
- Division of Medical and Population Health Science Education and Research, Florida International University, Miami, Florida, USA
| | - William B MacLeod
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Archana Patel
- Lata Medical Research Foundation, Nagpur and Datta Meghe Institute of Medical Sciences, Sawangi, India
| | - Donald M Thea
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | | | - Cissy B Kartasasmita
- Department of Child Health, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Marilla Lucero
- Department of Pediatrics, Research Institute for Tropical Medicine, Muntinlupa City, Philippines
| | - Shally Awasthi
- Department of Pediatrics, King George's Medical University, Lucknow, Uttar Pradesh, India
| | | | - Monidarin Chou
- Rodolph Mérieux Laboratory, Faculty of Medicine, University of Health Sciences, Phnom Penh, Cambodia
| | - Pagbajabyn Nymadawa
- Department of Pediatrics, Mongolian Academy of Sciences, Ulaanbaatar, Mongolia
| | | | | | | | | | | | - Graciela Russomando
- Departamento de Biología Molecular y Genética, Instituto de Investigaciones en Ciencias de la Salud, Asuncion, Paraguay
| | - Mariam Sylla
- Department of Pediatrics, Gabriel Touré University Hospital Center, Bamako, Mali
| | - Philippe Vanhems
- Unité d'Hygiène, Epidémiologie, Infectiovigilance et Prévention, Hospices Civils de Lyon, Lyon, France
| | - Jianwei Wang
- MOH Key Laboratory of Systems Biology of Pathogens and Dr Christophe Mérieux Laboratory, Chinese Academy of Medical Sciences & Peking Union, Beijing, China
| | - Rai Asghar
- Department of Paediatrics, Rawalpindi Medical College, Rawalpindi, Pakistan
| | - Salem Banajeh
- Department of Pediatrics, Sana'a University, Sana'a, Yemen
| | - Imran Iqbal
- Department of Pediatrics, Nishtar Medical College, Multan, Pakistan
| | - Irene Maulen-Radovan
- Division de Investigacion Insurgentes, Instituto Nactional de Pediatria, Mexico City, Mexico
| | - Greta Mino-Leon
- Infectious Diseases, Children's Hospital Dr Francisco de Ycaza Bustamante, Guayaquil, Ecuador
| | - Samir K Saha
- Child Health Research Foundation, Dhaka Shishu Hosp, Dhaka, Bangladesh
| | - Mathuram Santosham
- International Vaccine Access Center (IVAC), Department of International Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Sunit Singhi
- Department of Pediatrics, Medanta, The Medicity, Gurgaon, India
| | - Sudha Basnet
- Department of Pediatrics, Tribhuvan University Institute of Medicine, Kathmandu, Nepal
| | - Tor A Strand
- Department of Research, Innlandet Hospital Trust, Lillehammer, Norway
| | - Shinjini Bhatnagar
- Department of Maternal and Child Health, Translational Health Science and Technology Institute, Faridabad, India
| | - Nitya Wadhwa
- Department of Maternal and Child Health, Translational Health Science and Technology Institute, Faridabad, India
| | - Rakesh Lodha
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Satinder Aneja
- Department of Pediatrics, Sharda University School of Medical Sciences and Research, Greater Noida, Uttar Pradesh, India
| | - Alexey W Clara
- Central American Region, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Harry Campbell
- Population Health Sciences and Informati, The University of Edinburgh, Edinburgh, UK
| | - Harish Nair
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Jennifer Falconer
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Shamim A Qazi
- Department of Maternal, Newborn, Child, and Adolescent Health (Retired), World Health Organization, Geneva, Switzerland
| | - Yasir B Nisar
- Department of Maternal, Newborn, Child and Adolescent Health and Ageing, World Health Organization, Geneva, Switzerland
| | - Mark I Neuman
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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7
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Raees M, Hooli S, von Saint André-von Arnim AO, Laeke T, Otupiri E, Fabio A, Rudd KE, Kumar R, Wilson PT, Aklilu AT, Tuyisenge L, Wang C, Tasker RC, Angus DC, Kochanek PM, Fink EL, Bacha T. An exploratory assessment of the management of pediatric traumatic brain injury in three centers in Africa. Front Pediatr 2022; 10:936150. [PMID: 36061402 PMCID: PMC9428450 DOI: 10.3389/fped.2022.936150] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 07/22/2022] [Indexed: 11/17/2022] Open
Abstract
PURPOSE Traumatic brain injury (TBI) is a leading cause of morbidity and mortality in low- and middle-income countries (LMICs). Hospital care practices of pediatric TBI patients in LMICs are unknown. Our objective was to report on hospital management and outcomes of children with TBI in three centers in LMICs. METHODS We completed a secondary analysis of a prospective observational study in children (<18 years) over a 4-week period. Outcome was determined by Pediatric Cerebral Performance Category (PCPC) score; an unfavorable score was defined as PCPC > 2 or an increase of two points from baseline. Data were compared using Chi-square and Wilcoxon rank sum tests. RESULTS Fifty-six children presented with TBI (age 0-17 y), most commonly due to falls (43%, n = 24). Emergency department Glasgow Coma Scale scores were ≤ 8 in 21% (n = 12). Head computed tomography was performed in 79% (n = 44) of patients. Forty (71%) children were admitted to the hospital, 25 (63%) of whom were treated for suspected intracranial hypertension. Intracranial pressure monitoring was unavailable. Five (9%, n = 5) children died and 10 (28%, n = 36) inpatient survivors had a newly diagnosed unfavorable outcome on discharge. CONCLUSION Inpatient management and monitoring capability of pediatric TBI patients in 3 LMIC-based tertiary hospitals was varied. Results support the need for prospective studies to inform development of evidence-based TBI management guidelines tailored to the unique needs and resources in LMICs.
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Affiliation(s)
- Madiha Raees
- Division of Critical Care Medicine, Department of Anesthesia and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA, United States.,Department of Critical Care Medicine, University of Pittsburgh Medical Center (UPMC) Children's Hospital of Pittsburgh, Pittsburgh, PA, United States
| | - Shubhada Hooli
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, TX, United States
| | - Amélie O von Saint André-von Arnim
- Division of Pediatric Critical Care, Department of Pediatrics, University of Washington and Seattle Children's Hospital, Seattle, WA, United States.,Department of Global Health, University of Washington, Seattle, WA, United States
| | - Tsegazeab Laeke
- Division of Neurosurgery, Department of Surgery, College of Health Science, Addis Ababa University, Addis Ababa, Ethiopia.,Department of Clinical Medicine, Faculty of Medicine, University of Bergen, Bergen, Norway.,National Institute for Health Care and Research (NIHR) Global Health Research Group on Neurotrauma, University of Cambridge, Cambridge, United Kingdom
| | - Easmon Otupiri
- School of Public Health, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Anthony Fabio
- Epidemiology Data Center, University of Pittsburgh, Pittsburgh, PA, United States
| | - Kristina E Rudd
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, United States.,Clinical Research, Investigation, and Systems Modeling of Acute Illness Center (CRISMA), University of Pittsburgh, Pittsburgh, PA, United States
| | - Rashmi Kumar
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Patrick T Wilson
- Department of Pediatrics, Columbia University Medical Center, New York, NY, United States
| | - Abenezer Tirsit Aklilu
- Division of Neurosurgery, Department of Surgery, College of Health Science, Addis Ababa University, Addis Ababa, Ethiopia.,Department of Clinical Medicine, Faculty of Medicine, University of Bergen, Bergen, Norway.,National Institute for Health Care and Research (NIHR) Global Health Research Group on Neurotrauma, University of Cambridge, Cambridge, United Kingdom
| | - Lisine Tuyisenge
- Department of Paediatrics, University Teaching Hospital of Kigali, Kigali, Rwanda
| | - Chunyan Wang
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Robert C Tasker
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA, United States
| | - Derek C Angus
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, United States.,Clinical Research, Investigation, and Systems Modeling of Acute Illness Center (CRISMA), University of Pittsburgh, Pittsburgh, PA, United States
| | - Patrick M Kochanek
- Department of Critical Care Medicine, University of Pittsburgh Medical Center (UPMC) Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA, United States
| | - Ericka L Fink
- Department of Critical Care Medicine, University of Pittsburgh Medical Center (UPMC) Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA, United States
| | - Tigist Bacha
- Department of Pediatrics and Child Health, St. Paul Millennium Medical College, Addis Ababa, Ethiopia
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8
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Kortz TB, Nielsen KR, Mediratta RP, Reeves H, O'Brien NF, Lee JH, Attebery JE, Bhutta EG, Biewen C, Coronado Munoz A, deAlmeida ML, Fonseca Y, Hooli S, Johnson H, Kissoon N, Leimanis-Laurens ML, McCarthy AM, Pineda C, Remy KE, Sanders SC, Takwoingi Y, Wiens MO, Bhutta AT. The Burden of Critical Illness in Hospitalized Children in Low- and Middle-Income Countries: Protocol for a Systematic Review and Meta-Analysis. Front Pediatr 2022; 10:756643. [PMID: 35372149 PMCID: PMC8970052 DOI: 10.3389/fped.2022.756643] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 01/31/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND The majority of childhood deaths occur in low- and middle-income countries (LMICs). Many of these deaths are avoidable with basic critical care interventions. Quantifying the burden of pediatric critical illness in LMICs is essential for targeting interventions to reduce childhood mortality. OBJECTIVE To determine the burden of hospitalization and mortality associated with acute pediatric critical illness in LMICs through a systematic review and meta-analysis of the literature. DATA SOURCES AND SEARCH STRATEGY We will identify eligible studies by searching MEDLINE, EMBASE, CINAHL, and LILACS using MeSH terms and keywords. Results will be limited to infants or children (ages >28 days to 12 years) hospitalized in LMICs and publications in English, Spanish, or French. Publications with non-original data (e.g., comments, editorials, letters, notes, conference materials) will be excluded. STUDY SELECTION We will include observational studies published since January 1, 2005, that meet all eligibility criteria and for which a full text can be located. DATA EXTRACTION Data extraction will include information related to study characteristics, hospital characteristics, underlying population characteristics, patient population characteristics, and outcomes. DATA SYNTHESIS We will extract and report data on study, hospital, and patient characteristics; outcomes; and risk of bias. We will report the causes of admission and mortality by region, country income level, and age. We will report or calculate the case fatality rate (CFR) for each diagnosis when data allow. CONCLUSIONS By understanding the burden of pediatric critical illness in LMICs, we can advocate for resources and inform resource allocation and investment decisions to improve the management and outcomes of children with acute pediatric critical illness in LMICs.
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Affiliation(s)
- Teresa B Kortz
- Division of Critical Care, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, United States.,Institute for Global Health Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Katie R Nielsen
- Division of Critical Care, Department of Pediatrics, University of Washington, Seattle, WA, United States.,Department of Global Health, University of Washington, Seattle, WA, United States
| | - Rishi P Mediratta
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, United States
| | - Hailey Reeves
- Institute for Global Health Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Nicole F O'Brien
- Division of Critical Care Medicine, Department of Pediatrics, The Ohio State University/Nationwide Children's Hospital, Columbus, OH, United States
| | - Jan Hau Lee
- Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore, Singapore.,SingHealth Duke-NUS Global Health Institute, Singapore, Singapore
| | - Jonah E Attebery
- Division of Critical Care, Department of Pediatrics, University of Colorado, Aurora, CO, United States
| | - Emaan G Bhutta
- Eberly College of Science, Pennsylvania State University, State College, PA, United States
| | - Carter Biewen
- Division of Critical Care, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, United States
| | - Alvaro Coronado Munoz
- Division of Critical Care, Department of Pediatrics, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Mary L deAlmeida
- Division of Critical Care, Department of Pediatrics, Emory University, Atlanta, GA, United States
| | - Yudy Fonseca
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Shubhada Hooli
- Section of Pediatric Emergency Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Hunter Johnson
- Division of Critical Care Medicine, Department of Pediatrics, The Ohio State University/Nationwide Children's Hospital, Columbus, OH, United States
| | - Niranjan Kissoon
- Children's and Women's Global Health, University of British Columbia, Vancouver, BC, Canada.,Department of Pediatrics and Emergency Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Mara L Leimanis-Laurens
- Pediatric Critical Care Unit, Helen DeVos Children's Hospital, Grand Rapids, MI, United States.,Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI, United States
| | - Amanda M McCarthy
- Division of Critical Care, Department of Pediatrics, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Carol Pineda
- Division of Critical Care, Department of Pediatrics, Baystate Medical Center, University of Massachusetts Chan Medical School, Springfield, MA, United States
| | - Kenneth E Remy
- Division of Critical Care Medicine, Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, United States.,Division of Pediatric Critical Care Medicine, Department of Pediatrics, Rainbow Babies and Children's Hospital, Case Western Reserve University, Cleveland, OH, United States
| | - Sara C Sanders
- Division of Critical Care Medicine, Department of Pediatrics, The Ohio State University/Nationwide Children's Hospital, Columbus, OH, United States
| | - Yemisi Takwoingi
- Test Evaluation Research Group, Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom.,National Institute for Health Research Birmingham Biomedical Research Centre, University Hospitals Birmingham National Health Service Foundation Trust and University of Birmingham, Birmingham, United Kingdom
| | - Matthew O Wiens
- Department of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, BC, Canada.,Mbarara University of Science and Technology, Mbarara, Uganda
| | - Adnan T Bhutta
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
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9
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McCollum ED, King C, Ahmed S, Hanif AAM, Roy AD, Islam AA, Colbourn T, Schuh HB, Ginsburg AS, Hooli S, Chowdhury NH, Rizvi SJR, Begum N, Baqui AH, Checkley W. Defining hypoxaemia from pulse oximeter measurements of oxygen saturation in well children at low altitude in Bangladesh: an observational study. BMJ Open Respir Res 2021; 8:8/1/e001023. [PMID: 34728475 PMCID: PMC8565559 DOI: 10.1136/bmjresp-2021-001023] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 10/21/2021] [Indexed: 12/16/2022] Open
Abstract
Background WHO defines hypoxaemia, a low peripheral arterial oxyhaemoglobin saturation (SpO2), as <90%. Although hypoxaemia is an important risk factor for mortality of children with respiratory infections, the optimal SpO2 threshold for defining hypoxaemia is uncertain in low-income and middle-income countries (LMICs). We derived a SpO2 threshold for hypoxaemia from well children in Bangladesh residing at low altitude. Methods We prospectively enrolled well, children aged 3–35 months participating in a pneumococcal vaccine evaluation in Sylhet district, Bangladesh between June and August 2017. Trained health workers conducting community surveillance measured the SpO2 of children using a Masimo Rad-5 pulse oximeter with a wrap sensor. We used standard summary statistics to evaluate the SpO2 distribution, including whether the distribution differed by age or sex. We considered the 2.5th, 5th and 10th percentiles of SpO2 as possible lower thresholds for hypoxaemia. Results Our primary analytical sample included 1470 children (mean age 18.6±9.5 months). Median SpO2 was 98% (IQR 96%–99%), and the 2.5th, 5th and 10th percentile SpO2 was 91%, 92% and 94%. No child had a SpO2 <90%. Children 3–11 months had a lower median SpO2 (97%) than 12–23 months (98%) and 24–35 months (98%) (p=0.039). The SpO2 distribution did not differ by sex (p=0.959). Conclusion A SpO2 threshold for hypoxaemia derived from the 2.5th, 5th or 10th percentile of well children is higher than <90%. If a higher threshold than <90% is adopted into LMIC care algorithms then decision-making using SpO2 must also consider the child’s clinical status to minimise misclassification of well children as hypoxaemic. Younger children in lower altitude LMICs may require a different threshold for hypoxaemia than older children. Evaluating the mortality risk of sick children using higher SpO2 thresholds for hypoxaemia is a key next step.
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Affiliation(s)
- Eric D McCollum
- Global Program in Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA .,Health Systems Program, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Carina King
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | | | | | | | | | - Tim Colbourn
- Global Health Institute, University College London, London, UK
| | - Holly B Schuh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Amy Sarah Ginsburg
- Clinical Trial Center, University of Washington, Seattle, Washington, USA
| | - Shubhada Hooli
- Section of Emergency Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | | | | | - Nazma Begum
- Projahnmo Research Foundation, Sylhet, Bangladesh
| | - Abdullah H Baqui
- Health Systems Program, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - William Checkley
- Division of Pulmonary and Critical Care, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.,Center for Global Non-Communicable Disease Research and Training, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
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10
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Rees CA, Hooli S, King C, McCollum ED, Colbourn T, Lufesi N, Mwansambo C, Lazzerini M, Madhi SA, Cutland C, Nunes M, Gessner BD, Basnet S, Kartasasmita CB, Mathew JL, Zaman SMAU, Paranhos-Baccala G, Bhatnagar S, Wadhwa N, Lodha R, Aneja S, Santosham M, Picot VS, Sylla M, Awasthi S, Bavdekar A, Pape JW, Rouzier V, Chou M, Rakoto-Andrianarivelo M, Wang J, Nymadawa P, Vanhems P, Russomando G, Asghar R, Banajeh S, Iqbal I, MacLeod W, Maulen-Radovan I, Mino G, Saha S, Singhi S, Thea DM, Clara AW, Campbell H, Nair H, Falconer J, Williams LJ, Horne M, Strand T, Qazi SA, Nisar YB, Neuman MI. External validation of the RISC, RISC-Malawi, and PERCH clinical prediction rules to identify risk of death in children hospitalized with pneumonia. J Glob Health 2021; 11:04062. [PMID: 34737862 PMCID: PMC8542381 DOI: 10.7189/jogh.11.04062] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Existing scores to identify children at risk of hospitalized pneumonia-related mortality lack broad external validation. Our objective was to externally validate three such risk scores. METHODS We applied the Respiratory Index of Severity in Children (RISC) for HIV-negative children, the RISC-Malawi, and the Pneumonia Etiology Research for Child Health (PERCH) scores to hospitalized children in the Pneumonia REsearch Partnerships to Assess WHO REcommendations (PREPARE) data set. The PREPARE data set includes pooled data from 41 studies on pediatric pneumonia from across the world. We calculated test characteristics and the area under the curve (AUC) for each of these clinical prediction rules. RESULTS The RISC score for HIV-negative children was applied to 3574 children 0-24 months and demonstrated poor discriminatory ability (AUC = 0.66, 95% confidence interval (CI) = 0.58-0.73) in the identification of children at risk of hospitalized pneumonia-related mortality. The RISC-Malawi score had fair discriminatory value (AUC = 0.75, 95% CI = 0.74-0.77) among 17 864 children 2-59 months. The PERCH score was applied to 732 children 1-59 months and also demonstrated poor discriminatory value (AUC = 0.55, 95% CI = 0.37-0.73). CONCLUSIONS In a large external application of the RISC, RISC-Malawi, and PERCH scores, a substantial number of children were misclassified for their risk of hospitalized pneumonia-related mortality. Although pneumonia risk scores have performed well among the cohorts in which they were derived, their performance diminished when externally applied. A generalizable risk assessment tool with higher sensitivity and specificity to identify children at risk of hospitalized pneumonia-related mortality may be needed. Such a generalizable risk assessment tool would need context-specific validation prior to implementation in that setting.
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Affiliation(s)
- Chris A Rees
- Division of Pediatric Emergency Medicine, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Shubhada Hooli
- Section of Pediatric Emergency Medicine, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - Carina King
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden and Institute for Global Health, University College London, London, UK
| | - Eric D McCollum
- Global Program in Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, USA and Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - Tim Colbourn
- Institute for Global Health, University College London, London, UK
| | | | | | - Marzia Lazzerini
- WHO Collaborating Centre for Maternal and Child Health, Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy
| | - Shabir Ahmed Madhi
- South African Medical Research Council: Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Department of Science and Technology/National Research Foundation: Vaccine Preventable Diseases Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Clare Cutland
- South African Medical Research Council: Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Department of Science and Technology/National Research Foundation: Vaccine Preventable Diseases Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Marta Nunes
- South African Medical Research Council: Vaccines and Infectious Diseases Analytics Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa; Department of Science and Technology/National Research Foundation: Vaccine Preventable Diseases Unit, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Sudha Basnet
- Center for Intervention Science in Maternal and Child Health, University of Bergen, Norway
| | - Cissy B Kartasasmita
- Department of Child Health, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Joseph L Mathew
- Pediatric Pulmonology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | | | | | | | - Nitya Wadhwa
- Translational Health Science and Technology Institute, Faridabad, India
| | - Rakesh Lodha
- All India Institute of Medical Sciences, New Delhi, India
| | - Satinder Aneja
- School of Medical Sciences & Research, Sharda University, Greater Noida, India
| | - Mathuram Santosham
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Mariam Sylla
- Gabriel Touré Hospital, Department of Pediatrics, Bamako, Mali
| | - Shally Awasthi
- King George's Medical University, UP, Department of Pediatrics, Lucknow, India
| | | | | | | | - Monidarin Chou
- University of Health Sciences Faculty of Medicine, Rodolph Mérieux Laboratory, Phom Phen, Cambodia
| | | | - Jianwei Wang
- Chinese Academy of Medical Sciences & Peking Union, Medical College Institute of Pathogen Biology, MOH Key Laboratory of Systems Biology of Pathogens and Dr Christophe Mérieux Laboratory, Beijing, China
| | - Pagbajabyn Nymadawa
- Mongolian Academy of Sciences, Academy of Medical Sciences, Ulaanbaatar, Mongolia
| | - Philippe Vanhems
- Hospices Civils de Lyon, Infection Control Unit; CIRI, Centre International de Recherche en Infectiologie, (Team PHE3ID), Université Claude Bernard Lyon, Lyon, France
| | - Graciela Russomando
- Universidad Nacional de Asuncion, Instituto de Investigaciones en Ciencias de la Salud, San Lorenzo, Paraguay
| | - Rai Asghar
- Rawalpindi Medical College, Rawalpindi, Pakistan
| | | | | | - William MacLeod
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Irene Maulen-Radovan
- Instituto Nactional de Pediatria Division de Investigacion Insurgentes, Mexico City, Mexico
| | - Greta Mino
- Children's Hospital Dr Francisco de Ycaza Bustamante, Head of Department, Infectious diseases, Guayaquil, Ecuador
| | - Samir Saha
- Dhaka Shishu Hospital, Dhaka, Bangladesh
| | | | - Donald M Thea
- Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Alexey W Clara
- US Centers for Disease Control, Central American Region, Guatemala City, Guatemala
| | - Harry Campbell
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Harish Nair
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Jennifer Falconer
- Institute for Global Health and Development, Queen Margaret University, Edinburgh, Scotland
| | - Linda J Williams
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Margaret Horne
- Centre for Global Health, Usher Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Tor Strand
- Research Department, Innlandet Hospital Trust, Lillehammer, Norway
| | - Shamim A Qazi
- Department of Maternal, Newborn, Child and Adolescent Health (Retired), World Health Organization, Geneva, Switzerland
| | - Yasir B Nisar
- Department of Maternal, Newborn, Child and Adolescent Health and Ageing, World Health Organization, Geneva, Switzerland
| | - Mark I Neuman
- Division of Emergency Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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11
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Abbas Q, Holloway A, Caporal P, López-Barón E, Agulnik A, Remy KE, Appiah JA, Attebery J, Fink EL, Lee JH, Hooli S, Kissoon N, Miller E, Murthy S, Muttalib F, Nielsen K, Puerto-Torres M, Rodrigues K, Sakaan F, Rodrigues AT, Tabor EA, von Saint Andre-von Arnim A, Wiens MO, Blackwelder W, He D, Kortz TB, Bhutta AT. Global PARITY: Study Design for a Multi-Centered, International Point Prevalence Study to Estimate the Burden of Pediatric Acute Critical Illness in Resource-Limited Settings. Front Pediatr 2021; 9:793326. [PMID: 35155314 PMCID: PMC8835113 DOI: 10.3389/fped.2021.793326] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 12/10/2021] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND The burden of pediatric critical illness and resource utilization by children with critical illness in resource limited settings (RLS) are largely unknown. Without specific data that captures key aspects of critical illness, disease presentation, and resource utilization for pediatric populations in RLS, development of a contextual framework for appropriate, evidence-based interventions to guide allocation of limited but available resources is challenging. We present this methods paper which describes our efforts to determine the prevalence, etiology, hospital outcomes, and resource utilization associated with pediatric acute, critical illness in RLS globally. METHODS We will conduct a prospective, observational, multicenter, multinational point prevalence study in sixty-one participating RLS hospitals from North, Central and South America, Africa, Middle East and South Asia with four sampling time points over a 12-month period. Children aged 29 days to 14 years evaluated for acute illness or injury in an emergency department) or directly admitted to an inpatient unit will be enrolled and followed for hospital outcomes and resource utilization for the first seven days of hospitalization. The primary outcome will be prevalence of acute critical illness, which Global PARITY has defined as death within 48 hours of presentation to the hospital, including ED mortality; or admission/transfer to an HDU or ICU; or transfer to another institution for a higher level-of-care; or receiving critical care-level interventions (vasopressor infusion, invasive mechanical ventilation, non-invasive mechanical ventilation) regardless of location in the hospital, among children presenting to the hospital. Secondary outcomes include etiology of critical illness, in-hospital mortality, cause of death, resource utilization, length of hospital stay, and change in neurocognitive status. Data will be managed via REDCap, aggregated, and analyzed across sites. DISCUSSION This study is expected to address the current gap in understanding of the burden, etiology, resource utilization and outcomes associated with pediatric acute and critical illness in RLS. These data are crucial to inform future research and clinical management decisions and to improve global pediatric hospital outcomes.
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Affiliation(s)
- Qalab Abbas
- Department of Pediatrics and Child Health, Aga Khan University Karachi, Karachi, Pakistan
| | - Adrian Holloway
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Maryland Baltimore, Baltimore, MD, United States
| | - Paula Caporal
- Hospital Interzonal Especializado en Pediatría "Sor María Ludovica", La Plata, Argentina.,Red Colaborativa Pediátrica de Latinoamérica (LARed Network), Buenos Aires, Argentina
| | - Eliana López-Barón
- Hospital Pablo Tobón Uribe, Unidad de Cuidado Crítico Pediátrico, Medellín, Colombia
| | - Asya Agulnik
- Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Kenneth E Remy
- Division of Critical Care Medicine, Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, United States.,Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University Hospitals of Cleveland and Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - John A Appiah
- Pediatric Intensive Care Unit, Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | - Jonah Attebery
- Department of Pediatrics, Section of Pediatric Critical Care, University of Colorado, Aurora, CO, United States
| | - Ericka L Fink
- Division of Pediatric Critical Care Medicine, Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States
| | - Jan Hau Lee
- Children's Intensive Care Unit, KK Women's and Children's Hospital, Singapore, Singapore.,SingHealth Duke-NUS Global Health Institute, Singapore, Singapore
| | - Shubhada Hooli
- Division of Pediatric Critical Care, Department of Pediatrics, BC Children's Hospital, The University of British Columbia, Vancouver, BC, Canada
| | - Niranjan Kissoon
- Department of Pediatrics, Section of Pediatric Emergency Medicine, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, United States
| | - Erika Miller
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Maryland Baltimore, Baltimore, MD, United States
| | - Srinivas Murthy
- Department of Pediatrics, Section of Pediatric Emergency Medicine, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, United States
| | - Fiona Muttalib
- Department of Pediatrics, Section of Pediatric Emergency Medicine, Baylor College of Medicine, Texas Children's Hospital, Houston, TX, United States
| | - Katie Nielsen
- Division of Pediatric Critical Care, Department of Pediatrics, University of Washington, Seattle Children's, Seattle, WA, United States
| | - Maria Puerto-Torres
- Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Karla Rodrigues
- Department of Pediatrics, Hospital das Clínicas da UFMG/EBSERH, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Firas Sakaan
- Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Adriana Teixeira Rodrigues
- Department of Pediatrics, Hospital das Clínicas da UFMG/EBSERH, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Erica A Tabor
- Pennsylvania State University, State College, PA, United States
| | - Amelie von Saint Andre-von Arnim
- Division of Pediatric Critical Care, Department of Pediatrics, University of Washington, Seattle Children's, Seattle, WA, United States
| | - Matthew O Wiens
- Center for Child Health at BC Children's Hospital, The University of British Columbia, Vancouver, BC, Canada.,Department of Pediatrics, Mbarara University of Science and Technology, Mbarara, Uganda.,Department of Anesthesiology, Pharmacology and Therapeutics, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - William Blackwelder
- Department of Epidemiology and Public Health, University of Maryland, Baltimore, MD, United States
| | - David He
- Analytical Solutions Group, Inc., North Potomac, MD, United States
| | - Teresa B Kortz
- Division of Critical Care, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, United States.,Institute for Global Health Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Adnan T Bhutta
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Maryland Baltimore, Baltimore, MD, United States.,Center for Vaccine Development and Global Health, University of Maryland, Baltimore, MD, United States
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12
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Colbourn T, King C, Beard J, Phiri T, Mdala M, Zadutsa B, Makwenda C, Costello A, Lufesi N, Mwansambo C, Nambiar B, Hooli S, French N, Bar Zeev N, Qazi SA, Bin Nisar Y, McCollum ED. Predictive value of pulse oximetry for mortality in infants and children presenting to primary care with clinical pneumonia in rural Malawi: A data linkage study. PLoS Med 2020; 17:e1003300. [PMID: 33095763 PMCID: PMC7584207 DOI: 10.1371/journal.pmed.1003300] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 09/11/2020] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The mortality impact of pulse oximetry use during infant and childhood pneumonia management at the primary healthcare level in low-income countries is unknown. We sought to determine mortality outcomes of infants and children diagnosed and referred using clinical guidelines with or without pulse oximetry in Malawi. METHODS AND FINDINGS We conducted a data linkage study of prospective health facility and community case and mortality data. We matched prospectively collected community health worker (CHW) and health centre (HC) outpatient data to prospectively collected hospital and community-based mortality surveillance outcome data, including episodes followed up to and deaths within 30 days of pneumonia diagnosis amongst children 0-59 months old. All data were collected in Lilongwe and Mchinji districts, Malawi, from January 2012 to June 2014. We determined differences in mortality rates using <90% and <93% oxygen saturation (SpO2) thresholds and World Health Organization (WHO) and Malawi clinical guidelines for referral. We used unadjusted and adjusted (for age, sex, respiratory rate, and, in analyses of HC data only, Weight for Age Z-score [WAZ]) regression to account for interaction between SpO2 threshold (pulse oximetry) and clinical guidelines, clustering by child, and CHW or HC catchment area. We matched CHW and HC outpatient data to hospital inpatient records to explore roles of pulse oximetry and clinical guidelines on hospital attendance after referral. From 7,358 CHW and 6,546 HC pneumonia episodes, we linked 417 CHW and 695 HC pneumonia episodes to 30-day mortality outcomes: 16 (3.8%) CHW and 13 (1.9%) HC patients died. SpO2 thresholds of <90% and <93% identified 1 (6%) of the 16 CHW deaths that were unidentified by integrated community case management (iCCM) WHO referral protocol and 3 (23%) and 4 (31%) of the 13 HC deaths, respectively, that were unidentified by the integrated management of childhood illness (IMCI) WHO protocol. Malawi IMCI referral protocol, which differs from WHO protocol at the HC level and includes chest indrawing, identified all but one of these deaths. SpO2 < 90% predicted death independently of WHO danger signs compared with SpO2 ≥ 90%: HC Risk Ratio (RR), 9.37 (95% CI: 2.17-40.4, p = 0.003); CHW RR, 6.85 (1.15-40.9, p = 0.035). SpO2 < 93% was also predictive versus SpO2 ≥ 93% at HC level: RR, 6.68 (1.52-29.4, p = 0.012). Hospital referrals and outpatient episodes with referral decision indications were associated with mortality. A substantial proportion of those referred were not found admitted in the inpatients within 7 days of referral advice. All 12 deaths in 73 hospitalised children occurred within 24 hours of arrival in the hospital, which highlights delay in appropriate care seeking. The main limitation of our study was our ability to only match 6% of CHW episodes and 11% of HC episodes to mortality outcome data. CONCLUSIONS Pulse oximetry identified fatal pneumonia episodes at HCs in Malawi that would otherwise have been missed by WHO referral guidelines alone. Our findings suggest that pulse oximetry could be beneficial in supplementing clinical signs to identify children with pneumonia at high risk of mortality in the outpatient setting in health centres for referral to a hospital for appropriate management.
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Affiliation(s)
- Tim Colbourn
- Institute for Global Health, University College London, London, United Kingdom
| | - Carina King
- Institute for Global Health, University College London, London, United Kingdom
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - James Beard
- Institute for Global Health, University College London, London, United Kingdom
| | - Tambosi Phiri
- Parent and Child Health Initiative, Lilongwe, Malawi
| | | | | | | | - Anthony Costello
- Institute for Global Health, University College London, London, United Kingdom
| | | | | | | | - Shubhada Hooli
- Department of Pediatrics, Section of Emergency Medicine, Baylor College of Medicine, Houston, Texas, United States of America
| | - Neil French
- Institute of Infection & Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Naor Bar Zeev
- Institute of Infection & Global Health, University of Liverpool, Liverpool, United Kingdom
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Shamim Ahmad Qazi
- Department of Maternal, Newborn, Child and Adolescent Health, World Health Organization, Geneva, Switzerland
| | - Yasir Bin Nisar
- Department of Maternal, Newborn, Child and Adolescent Health and Ageing, World Health Organization, Geneva, Switzerland
| | - Eric D. McCollum
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
- Global Program in Pediatric Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
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13
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Affiliation(s)
- Shubhada Hooli
- Section of Pediatric Emergency Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Carina King
- Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden
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14
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Ahmed S, Mvalo T, Akech S, Agweyu A, Baker K, Bar-Zeev N, Campbell H, Checkley W, Chisti MJ, Colbourn T, Cunningham S, Duke T, English M, Falade AG, Fancourt NS, Ginsburg AS, Graham HR, Gray DM, Gupta M, Hammitt L, Hesseling AC, Hooli S, Johnson AWB, King C, Kirby MA, Lanata CF, Lufesi N, Mackenzie GA, McCracken JP, Moschovis PP, Nair H, Oviawe O, Pomat WS, Santosham M, Seddon JA, Thahane LK, Wahl B, Van der Zalm M, Verwey C, Yoshida LM, Zar HJ, Howie SR, McCollum ED. Protecting children in low-income and middle-income countries from COVID-19. BMJ Glob Health 2020; 5:bmjgh-2020-002844. [PMID: 32461228 PMCID: PMC7254117 DOI: 10.1136/bmjgh-2020-002844] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 05/08/2020] [Indexed: 02/03/2023] Open
Affiliation(s)
- Salahuddin Ahmed
- Projahnmo Research Foundation, Dhaka, Bangladesh.,NIHR Global Health Unit on Respiratory Health (RESPIRE), London, United Kingdom
| | - Tisungane Mvalo
- University of North Carolina Project Malawi, Lilongwe, Malawi.,Department of Pediatrics, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina, USA
| | - Samuel Akech
- KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya
| | | | | | - Naor Bar-Zeev
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Harry Campbell
- NIHR Global Health Unit on Respiratory Health (RESPIRE), London, United Kingdom.,Center for Global Health, Usher Institute, University of Edinburgh Medical School, Edinburgh, United Kingdom
| | - William Checkley
- Division of Pulmonary and Critical Care, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Mohammod Jobayer Chisti
- Dhaka Hospital, Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease and Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Tim Colbourn
- Global Health Institute, University College London, London, United Kingdom
| | - Steve Cunningham
- NIHR Global Health Unit on Respiratory Health (RESPIRE), London, United Kingdom.,Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
| | - Trevor Duke
- Paediatric Intensive Care Unit, Royal Children's Hospital, Melbourne, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia.,School of Medicine and Health Sciences, University of Papua New Guinea, Goroka, Papua New Guinea
| | - Mike English
- KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya.,Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxfordshire, United Kingdom
| | - Adegoke G Falade
- Division of Paediatric Pulmonology, Department of Paediatrics, College of Medicine and University College Hospital, Ibadan, Nigeria
| | - Nicholas Ss Fancourt
- Global and Tropical Health Division, Menzies School of Health Research, Charles Darwin University, Darwin, Northern Territory, Australia
| | - Amy S Ginsburg
- Clinical Trial Center, University of Washington, Seattle, United States
| | - Hamish R Graham
- Centre for International Child Health, MCRI, University of Melbourne, Melbourne, Victoria, Australia.,Department of Paediatrics, University College Hospital Ibadan, Ibadan, Nigeria
| | - Diane M Gray
- Division Paediatric Pulmonology, Department of Paediatrics, University of Cape Town, Cape Town, South Africa
| | - Madhu Gupta
- Department of Community Medicine and School of Public Health, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Laura Hammitt
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Anneke C Hesseling
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Shubhada Hooli
- Department of Pediatrics, Section of Pediatric Emergency Medicine, Baylor College of Medicine, Houston, United States
| | - Abdul-Wahab Br Johnson
- Pulmonology & Infectious Disease Unit, Department of Paediatrics & Child Health, University of Ilorin/University of Ilorin Teaching Hospital, Ilorin, Nigeria
| | - Carina King
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Miles A Kirby
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States.,Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, United States
| | - Claudio F Lanata
- Instituto de Investigación Nutricional, Lima, Peru.,Department of Pediatrics, School of Medicine, Vanderbilt University, Nashville, Tennessee, United States
| | - Norman Lufesi
- Community Health Sciences Unit, Malawi Ministry of Health, Lilongwe, Malawi
| | - Grant A Mackenzie
- MRC Unit, The Gambia at LSHTM, Fajara, Gambia.,Faculty of Infectious & Tropical Diseases, LSHTM, London, United Kingdom.,Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - John P McCracken
- Center for Health Studies, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Peter P Moschovis
- Divisions of Pulmonary Medicine and Global Health, Department of Pediatrics, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Harish Nair
- NIHR Global Health Unit on Respiratory Health (RESPIRE), London, United Kingdom.,Center for Global Health, Usher Institute, University of Edinburgh Medical School, Edinburgh, United Kingdom
| | - Osawaru Oviawe
- Department of Child Health, University of Benin Teaching Hospital, Benin City, Nigeria
| | - William S Pomat
- Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea
| | - Mathuram Santosham
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - James A Seddon
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.,Department of Infectious Diseases, Imperial College London, London, United Kingdom
| | - Lineo Keneuoe Thahane
- Baylor College of Medicine Children's Foundation - Lesotho, Maseru, Lesotho.,Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA.,The International Pediatric AIDS Initiative (BIPAI) at Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - Brian Wahl
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Marieke Van der Zalm
- Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Charl Verwey
- Division of Paediatric Pulmonology, Department of Paediatrics, Chris Hani Baragwanath Academic Hospital, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,Respiratory and Meningeal Pathogens Research Unit, Medical Research Council, University of the Witwatersrand, Johannesburg, South Africa
| | - Lay-Myint Yoshida
- Department of Pediatric Infectious Diseases, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Heather J Zar
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa.,SA-MRC Unit on Child and Adolescent Health, University of Cape Town, Cape Town, South Africa
| | - Stephen Rc Howie
- Department of Paediatrics: Child & Youth Health, University of Auckland, Auckland, New Zealand
| | - Eric D McCollum
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA .,Johns Hopkins Global Program in Pediatric Respiratory Sciences, Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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15
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Hooli S, King C, Zadutsa B, Nambiar B, Makwenda C, Masache G, Lufesi N, Mwansambo C, Malla L, Costello A, Colbourn T, McCollum ED. The Epidemiology of Hypoxemic Pneumonia among Young Infants in Malawi. Am J Trop Med Hyg 2020; 102:676-683. [PMID: 31971153 DOI: 10.4269/ajtmh.19-0516] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
We describe hypoxemic pneumonia prevalence in outpatient and inpatient settings, in-hospital mortality, and clinical guideline performance for identifying hypoxemia in young infants in Malawi. In this retrospective analysis of a prospective cohort study, we investigate infants younger than 2 months participating in pneumonia surveillance at seven hospitals and 18 outpatient health centers in Malawi between 2011 and 2014. Logistic regression, multiple imputation with chained equations, and pattern mixture modeling were used to determine the association between peripheral capillary oxyhemoglobin saturation (SpO2) levels and hospital mortality. We describe outpatient clinician hospital referral recommendations based on clinical characteristics and SpO2 distributions. Among 1,879 analyzed cases, SpO2 < 90% was more prevalent among outpatient health center cases compared with hospitalized cases (22.6% versus 13.5%, 95% CI: 17.6-28.4% and 12.0-15.3%, respectively). A larger proportion of hospitalized infants had signs of respiratory distress compared with infants at health centers (67.7% versus 56.6%, P < 0.001) and most hospitalized infants were boys (56.7% versus 40.6%, P < 0.001). An SpO2 of 90-92% and < 90% was associated with similarly increased odds of in-hospital mortality (adjusted odds ratio [aOR]: 4.3 and 4.4, 95% CI: 1.7-11.1 and 1.8-10.5, respectively). Unrecorded, or unobtainable, SpO2 was highly associated with mortality (n = 127, aOR: 18.1; 95% CI: 7.6-42.8). Four of 22 (18%) infants at health centers who did not meet clinical referral criteria had an SpO2 ≤ 92%. Clinicians should consider hospital referral in young infants with a SpO2 ≤ 92%. Infants with unobtainable SpO2 readings should be considered a high-risk group, and hospital referral of these cases may be appropriate.
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Affiliation(s)
- Shubhada Hooli
- Department of Pediatrics, Section of Emergency Medicine, Baylor College of Medicine, Houston, Texas
| | - Carina King
- Institute for Global Health, University College London, London, United Kingdom.,Department of Global Public Health, Karolinksa Institutet, Stockholm, Sweden
| | | | - Bejoy Nambiar
- Institute for Global Health, University College London, London, United Kingdom
| | | | | | - Norman Lufesi
- Republic of Malawi Ministry of Health, Lilongwe, Malawi
| | | | - Lucas Malla
- Kenya Medical Research Institute-Wellcome Trust, Nairobi, Kenya
| | - Anthony Costello
- Institute for Global Health, University College London, London, United Kingdom
| | - Tim Colbourn
- Institute for Global Health, University College London, London, United Kingdom
| | - Eric D McCollum
- Division of Pulmonology, Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, Maryland.,Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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16
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Hooli S, King C, Makwenda C, Zatudsa B, Lufesi N, Costello A, Nambiar B, Mwansambo C, Colbourn T, McCollum ED. Incidence and degree of hypoxaemia in Malawian infants under 2 months of age presenting to district hospitals and its correlation with mortality: a retrospective analysis. The Lancet Global Health 2018. [DOI: 10.1016/s2214-109x(18)30151-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
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17
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Hooli S, Colbourn T, Lufesi N, Costello A, Nambiar B, Thammasitboon S, Makwenda C, Mwansambo C, McCollum ED, King C. Correction: Predicting Hospitalised Paediatric Pneumonia Mortality Risk: An External Validation of RISC and mRISC, and Local Tool Development (RISC-Malawi) from Malawi. PLoS One 2018; 13:e0193557. [PMID: 29470524 PMCID: PMC5823457 DOI: 10.1371/journal.pone.0193557] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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