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Kay A, Lukhele B, Dlamini S, Seeger A, Dlamini P, Ndabezitha S, Mthethwa N, Steffy T, Komba L, Amuge P, Ketangenyi E, Elyanu P, Munthali A, Msekandiana A, Maldonado Y, Chiao E, Kekitiinwa A, Thahane L, Mwita L, Kirchner HL, Mandalakas AM. Predicting mortality within 1 year of ART initiation in children and adolescents living with HIV in sub-Saharan Africa: a retrospective observational cohort study. Lancet Glob Health 2024; 12:e929-e937. [PMID: 38762295 DOI: 10.1016/s2214-109x(24)00091-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 01/26/2024] [Accepted: 02/22/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND Differentiated service delivery (DSD) for children and adolescents living with HIV can improve targeted resource use. We derived a mortality prediction score to guide clinical decision making for children and adolescents living with HIV. METHODS Data for this retrospective observational cohort study were evaluated for all children and adolescents living with HIV and initiating antiretroviral therapy (ART); aged 0-19 years; and enrolled at Baylor clinics in Eswatini, Malawi, Lesotho, Tanzania, and Uganda between 2005 and 2020. Data for clinical prediction, including anthropometric values, physical examination, ART, WHO stage, and laboratory tests were captured at ART initiation. Backward stepwise variable selection and logistic regression were performed to develop predictive models for mortality within 1 year of ART initiation. Probabilities of mortality were generated, compared with true outcomes, internally validated, and evaluated against WHO advanced HIV criteria. FINDINGS The study population included 16 958 children and adolescents living with HIV and initiated on ART between May 18, 2005, and Dec 18, 2020. Predictive variables for the most accurate model included: age, CD4 percentage, white blood cell count, haemoglobin concentration, platelet count, and BMI Z score as continuous variables, and WHO clinical stage and oedema, abnormal muscle tone and respiratory distress on examination as categorical variables. The area under the curve (AUC) of the predictive model was 0·851 (95% CI 0·839-0·863) in the training set and 0·822 (0·800-0·845) in the test set, compared with 0·606 (0·595-0·617) for the WHO advanced HIV criteria (p<0·0001). INTERPRETATION This study evaluated a large, multinational population to derive a mortality prediction tool for children and adolescents living with HIV. The model more accurately predicted clinical outcomes than the WHO advanced HIV criteria and has the potential to improve DSD for children and adolescents living with HIV in high-burden settings. FUNDING National Institute of Health Fogarty International Center.
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Affiliation(s)
- Alexander Kay
- Baylor College of Medicine, Houston, TX, USA; Baylor College of Medicine Children's Foundation-Eswatini, Mbabane, Eswatini.
| | - Bhekumusa Lukhele
- Department of Health Policy and Organization, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sandile Dlamini
- Baylor College of Medicine Children's Foundation-Eswatini, Mbabane, Eswatini
| | | | - Phumzile Dlamini
- Baylor College of Medicine Children's Foundation-Eswatini, Mbabane, Eswatini
| | - Sandile Ndabezitha
- Baylor College of Medicine Children's Foundation-Eswatini, Mbabane, Eswatini
| | | | - Teresa Steffy
- Baylor College of Medicine, Houston, TX, USA; Baylor College of Medicine Children's Foundation-Lesotho, Maseru, Lesotho
| | - Lilian Komba
- Baylor College of Medicine Children's Foundation-Tanzania, Mbeya and Mwanza, Tanzania
| | - Pauline Amuge
- Baylor College of Medicine Children's Foundation-Uganda, Kampala, Uganda
| | - Eunice Ketangenyi
- Baylor College of Medicine Children's Foundation-Tanzania, Mbeya and Mwanza, Tanzania
| | - Peter Elyanu
- Baylor College of Medicine Children's Foundation-Uganda, Kampala, Uganda
| | - Adamson Munthali
- Baylor College of Medicine Children's Foundation-Malawi, Lilongwe, Malawi
| | - Amos Msekandiana
- Baylor College of Medicine Children's Foundation-Malawi, Lilongwe, Malawi
| | - Yvonne Maldonado
- Department of Pediatrics, Stanford University, Stanford, CA, USA
| | | | - Adeodata Kekitiinwa
- Baylor College of Medicine, Houston, TX, USA; Baylor College of Medicine Children's Foundation-Uganda, Kampala, Uganda
| | - Lineo Thahane
- Baylor College of Medicine, Houston, TX, USA; Baylor College of Medicine Children's Foundation-Lesotho, Maseru, Lesotho
| | - Lumumba Mwita
- Baylor College of Medicine, Houston, TX, USA; Baylor College of Medicine Children's Foundation-Tanzania, Mbeya and Mwanza, Tanzania
| | - H Lester Kirchner
- Baylor College of Medicine, Houston, TX, USA; Department of Population Health Sciences, Geisinger Health, Danville, VA, USA
| | - Anna Maria Mandalakas
- Baylor College of Medicine, Houston, TX, USA; Research Center Borstel, Sülfeld, Germany
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Flick RJ, Kim MH, Simon K, Munthali A, Hosseinipour MC, Rosenberg NE, Kazembe PN, Mpunga J, Ahmed S. Burden of disease and risk factors for death among children treated for tuberculosis in Malawi. Int J Tuberc Lung Dis 2018; 20:1046-54. [PMID: 27393538 DOI: 10.5588/ijtld.15.0928] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
SETTING Tuberculosis (TB) is a leading cause of childhood death. Patient-level data on pediatric TB in Malawi that can be used to guide programmatic interventions are limited. OBJECTIVE To describe pediatric TB case burden, disease patterns, treatment outcomes, and risk factors for death and poor outcome. DESIGN We conducted a retrospective cohort study utilizing routine data. Odds ratios (ORs) for factors associated with poor outcome and death were calculated using generalized estimating equations. RESULTS Children represented 8% (371/4642) of TB diagnoses. The median age was 7 years (interquartile range 2.8-11); 32.8% (113/345) were human immunodeficiency virus (HIV) infected. Of these, 54.0% were on antiretroviral therapy (ART) at the time of anti-tuberculosis treatment (ATT) initiation, 21.2% started ART during ATT, and 24.8% had no documented ART. The treatment success rate was 77.3% (11.2% cured, 66.1% completed treatment), with 22.7% experiencing poor outcomes (9.5% died, 13.2% were lost to follow-up). Being on ART at the time of ATT initiation was associated with increased odds of death compared to beginning ART during treatment (adjusted OR 2.75, 95%CI 1.27-5.96). CONCLUSION Children represent a small proportion of diagnosed TB cases and experience poor outcomes. Higher odds of death among children already on ART raises concerns over the management of these children. Further discussion of and research into pediatric-specific strategies is required to improve case finding and outcomes.
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Affiliation(s)
- R J Flick
- Baylor College of Medicine Children's Foundation Malawi, Lilongwe, Malawi; University of North Carolina Project-Malawi, Lilongwe, Malawi; University of Colorado School of Medicine, Denver, Colorado, USA
| | - M H Kim
- Baylor College of Medicine Children's Foundation Malawi, Lilongwe, Malawi; Baylor International Pediatric AIDS Initiative at Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - K Simon
- Baylor College of Medicine Children's Foundation Malawi, Lilongwe, Malawi, Baylor International Pediatric AIDS Initiative at Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - A Munthali
- Baylor College of Medicine Children's Foundation Malawi, Lilongwe, Malawi
| | - M C Hosseinipour
- University of North Carolina Project-Malawi, Lilongwe, Malawi; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - N E Rosenberg
- University of North Carolina Project-Malawi, Lilongwe, Malawi, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - P N Kazembe
- Baylor College of Medicine Children's Foundation Malawi, Lilongwe, Malawi; Baylor International Pediatric AIDS Initiative at Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, USA
| | - J Mpunga
- Malawi Ministry of Health National Tuberculosis Programme, Lilongwe, Malawi
| | - S Ahmed
- Baylor College of Medicine Children's Foundation Malawi, Lilongwe, Malawi; Baylor International Pediatric AIDS Initiative at Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, USA
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Flick RJ, Munthali A, Simon K, Hosseinipour M, Kim MH, Mlauzi L, Kazembe PN, Ahmed S. Assessing infection control practices to protect health care workers and patients in Malawi from nosocomial transmission of Mycobacterium tuberculosis. PLoS One 2017; 12:e0189140. [PMID: 29211793 PMCID: PMC5718482 DOI: 10.1371/journal.pone.0189140] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [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: 04/09/2017] [Accepted: 11/20/2017] [Indexed: 01/21/2023] Open
Abstract
Transmission of Mycobacterium tuberculosis (TB) in health settings threatens health care workers and people living with HIV in sub-Saharan Africa. Nosocomial transmission is reduced with implementation of infection control (IC) guidelines. The objective of this study is to describe implementation of TB IC measures in Malawi. We conducted a cross-sectional study utilizing anonymous health worker questionnaires, semi-structured interviews with facility managers, and direct observations at 17 facilities in central Malawi. Of 592 health care workers surveyed, 34% reported that all patients entering the facility were screened for cough and only 8% correctly named the four most common signs and symptoms of TB in adults. Of 33 managers interviewed, 7 (21%) and 1 (3%) provided the correct TB screening questions for use in adults and children, respectively. Of 592 health workers, only 2.4% had been screened for TB in the previous year. Most (90%) reported knowing their HIV status, 53% were tested at their facility of employment, and half reported they would feel comfortable receiving ART or TB treatment at their facility of employment. We conclude that screening is infrequently conducted and knowledge gaps may undercut its effectiveness. Further, health care workers do not routinely access TB and HIV diagnostic and treatment services at their facility of employment.
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Affiliation(s)
- Robert J. Flick
- Baylor College of Medicine Children’s Foundation Malawi, Lilongwe, Malawi
- University of North Carolina Project-Malawi, Lilongwe, Malawi
- University of Colorado School of Medicine, Denver, United States of America
| | - Adamson Munthali
- Baylor College of Medicine Children’s Foundation Malawi, Lilongwe, Malawi
| | - Katherine Simon
- Baylor College of Medicine Children’s Foundation Malawi, Lilongwe, Malawi
- Baylor International Pediatric AIDS Initiative at Texas Children’s Hospital, Baylor College of Medicine, Houston, United States of America
| | - Mina Hosseinipour
- University of North Carolina Project-Malawi, Lilongwe, Malawi
- University of North Carolina at Chapel Hill, Chapel Hill, United States of America
| | - Maria H. Kim
- Baylor College of Medicine Children’s Foundation Malawi, Lilongwe, Malawi
- Baylor International Pediatric AIDS Initiative at Texas Children’s Hospital, Baylor College of Medicine, Houston, United States of America
| | - Lameck Mlauzi
- Malawi Ministry of Health National Tuberculosis Control Programme, Lilongwe, Malawi
| | - Peter N. Kazembe
- Baylor College of Medicine Children’s Foundation Malawi, Lilongwe, Malawi
- Baylor International Pediatric AIDS Initiative at Texas Children’s Hospital, Baylor College of Medicine, Houston, United States of America
| | - Saeed Ahmed
- Baylor College of Medicine Children’s Foundation Malawi, Lilongwe, Malawi
- Baylor International Pediatric AIDS Initiative at Texas Children’s Hospital, Baylor College of Medicine, Houston, United States of America
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Buck WC, Olson D, Kabue MM, Ahmed S, Nchama LK, Munthali A, Hosseinipour MC, Kazembe PN. Risk factors for mortality in Malawian children with human immunodeficiency virus and tuberculosis co-infection. Int J Tuberc Lung Dis 2013; 17:1389-95. [PMID: 24125439 PMCID: PMC5523939 DOI: 10.5588/ijtld.13.0030] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [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] [Indexed: 11/10/2022] Open
Abstract
SETTING A large urban pediatric human immunodeficiency virus (HIV) clinic in Lilongwe, Malawi. OBJECTIVE To identify demographic and clinical risk factors for mortality in children co-infected with HIV and tuberculosis (TB). DESIGN A retrospective cohort study of HIV-infected children (aged <18 years) enrolled between October 2004 and October 2010 with at least one current or historical TB diagnosis. Descriptive statistics and logistic regression analyses were performed to determine factors associated with mortality. RESULTS A total of 1561 patients met the inclusion criteria, representing 32% of patients ever enrolled. Median age at TB diagnosis was 3.8 years (interquartile range 1.5-7.4); 60.9% had severe immune suppression and 47.6% of those with available data had some degree of acute malnutrition at TB diagnosis. Of the 1113 patients with known outcomes, 225 (20.2%) died. Children with TB-HIV co-infection not initiated on antiretroviral therapy (ART) at any time were 8.8 times more likely to die compared to those initiated on ART 0-2 months after initiation of anti-tuberculosis treatment (adjusted OR 8.83, 95%CI 4.42-17.63). Severe immunosuppression and World Health Organization Stage IV were also associated with mortality. CONCLUSIONS Pediatric TB-HIV co-infection is common and mortality is high in this cohort of Malawian children. Prompt initiation of ART should be emphasized in this high-risk patient population.
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Affiliation(s)
- W C Buck
- Abbott Fund Children's Clinical Centre of Excellence, Baylor College of Medicine, Lilongwe, Malawi; Baylor College of Medicine International Pediatric AIDS Initiative, Houston, Texas, USA; Department of Pediatrics, Denver Health/University of Colorado, Denver, Colorado, USA
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