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Bankere AW, Daba SG, Ami B, Gedefa LK, Lencha B. Loss to follow-up and its predictors among children living with HIV on antiretroviral therapy, southern Oromia, Ethiopia: a 5-year retrospective cohort study. BMJ Open 2024; 14:e078370. [PMID: 39089715 PMCID: PMC11293378 DOI: 10.1136/bmjopen-2023-078370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 06/21/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND Loss to follow-up (LTFU) among paediatric patients living with HIV presents a significant challenge to the global scale-up of life-saving antiretroviral therapy (ART). OBJECTIVES This study aims to estimate LTFU incidence and its determinants among children with HIV on ART in Shashemene town public health institutions, Oromia, Ethiopia. DESIGN A retrospective cohort study from 1 January 2015 to 30 December 2020. SETTING This study was conducted in Shashemene town, Oromia, Ethiopia. PARTICIPANTS Medical records of 269 children receiving ART at health facilities in Shashemene town were included. METHODS Data from patients' medical records were collected using a standardised checklist. EpiData V.3.1 was employed for data entry, while Statistical Package for the Social Sciences (SPSS) V.25 facilitated analysis. The Kaplan-Meier survival curve was used for estimation of survival time. To measure association, adjusted HRs (AHRs) with 95% CIs were calculated. Both bivariable and multivariable Cox proportional hazards regression models were employed to identify predictors of LTFU. RESULTS Of the 269 children living with HIV included in the final analysis, 43 (16%) were lost to follow-up. The overall incidence rate of LTFU was 3.3 (95% CI 2.4 to 4.4) per 100 child-years of observation. Age less than 5 years (AHR 0.03, 95% CI 0.00 to 0.36), non-orphan status of the child (AHR 0.13, 95% CI 0.05 to 0.34), < 30 min distance to health facility (AHR 0.24, 95% CI 0.08 to 0.73), disclosed HIV status (AHR 0. 32, 95% CI 0.13 to 0.80), history of opportunistic infection (AHR 3.54, 95% CI 1.15 to 10.87) and low CD4 count (AHR 5.17, 95% CI 2.08 to 12.85) were significant predictors of LTFU. CONCLUSION The incidence rate of LTFU was lower compared with other studies in Ethiopia. This result indicated that age less than 5 years, non-orphans, low CD4, disclosed HIV status and distance from health facility were predictors of LTFU.
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Affiliation(s)
- Assefa Washo Bankere
- Department of Public Health, Hawassa College of Health Science, Hawassa, Ethiopia
| | - Sintayehu Gabisa Daba
- Department of Disease Prevention and Control, Oromia Regional Health Bureau, Bishoftu, Addis Ababa, Ethiopia
| | - Bonso Ami
- Department of Public Health, Madda Walabu University, Robe, Ethiopia
| | | | - Bikila Lencha
- Department of Public Health, Madda Walabu University, Robe, Ethiopia
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Zemariam AB, Abebe GK, Alamaw AW. Incidence and predictors of attrition among human immunodeficiency virus infected children on antiretroviral therapy in Amhara comprehensive specialized hospitals, Northwest Ethiopia, 2022: a retrospective cohort study. Sci Rep 2024; 14:4366. [PMID: 38388643 PMCID: PMC10883953 DOI: 10.1038/s41598-024-54229-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 02/09/2024] [Indexed: 02/24/2024] Open
Abstract
Attrition rate is higher in developing nations and it leftovers a major obstacle to enhance the benefits of therapy and achieve the 90-90-90 plan targets. Despite this fact, data on the incidence and its predictors of attrition among human immune deficiency virus infected children on antiretroviral therapy are limited in developing countries including Ethiopia especially after the test and treat strategy implemented. This study aimed to assess the incidence and predictors of attrition among human immune deficiency virus infected children on antiretroviral therapy in Amhara Comprehensive Specialized Hospitals, Northwest Ethiopia. A retrospective follow-up study was conducted among 359 children on ART from June 14, 2014, to June 14, 2022. Study participants were selected using simple random sampling method and the data were collected using Kobo Toolbox software and analysis was done by STATA version 14. Both bi-variable and multivariable Cox regression models were fitted to ascertain predictors. Lastly, an AHR with a 95% CI was computed and variables with a p-value of < 0.05 were took an account statistically key predictors of attrition. The overall incidence of attrition rate was 9.8 (95% CI 7.9, 11.9) per 100 PYO. Children having baseline hemoglobin < 10 mg/dl (AHR 3.94; 95% CI 2.32, 6.7), suboptimal adherence (AHR 1.96; 95% CI 1.23, 3.13), baseline opportunistic infection (AHR 1.8; 95% CI 1.17, 2.96), and children who had experienced drug side effects (AHR 8.3; 95% CI 4.93, 13.84) were established to be a significant predictors of attrition. The attrition rate was relatively high. Decreased hemoglobin, suboptimal adherence, presence of drug side effects and baseline opportunistic infection were predictors of attrition. Therefore, it is crucial to detect and give special emphasis to those identified predictors promptly.
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Affiliation(s)
- Alemu Birara Zemariam
- Department of Pediatrics and Child Health Nursing, School of Nursing, College of Medicine and Health Sciences, Woldia University, Woldia, Ethiopia.
| | - Gebremeskel Kibret Abebe
- Department of Emergency and Critical Care Nursing, School of Nursing, College of Medicine and Health Sciences, Woldia University, Woldia, Ethiopia
| | - Addis Wondmagegn Alamaw
- Department of Emergency and Critical Care Nursing, School of Nursing, College of Medicine and Health Sciences, Woldia University, Woldia, Ethiopia
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Niazi SK. The Coming of Age of AI/ML in Drug Discovery, Development, Clinical Testing, and Manufacturing: The FDA Perspectives. Drug Des Devel Ther 2023; 17:2691-2725. [PMID: 37701048 PMCID: PMC10493153 DOI: 10.2147/dddt.s424991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 08/24/2023] [Indexed: 09/14/2023] Open
Abstract
Artificial intelligence (AI) and machine learning (ML) represent significant advancements in computing, building on technologies that humanity has developed over millions of years-from the abacus to quantum computers. These tools have reached a pivotal moment in their development. In 2021 alone, the U.S. Food and Drug Administration (FDA) received over 100 product registration submissions that heavily relied on AI/ML for applications such as monitoring and improving human performance in compiling dossiers. To ensure the safe and effective use of AI/ML in drug discovery and manufacturing, the FDA and numerous other U.S. federal agencies have issued continuously updated, stringent guidelines. Intriguingly, these guidelines are often generated or updated with the aid of AI/ML tools themselves. The overarching goal is to expedite drug discovery, enhance the safety profiles of existing drugs, introduce novel treatment modalities, and improve manufacturing compliance and robustness. Recent FDA publications offer an encouraging outlook on the potential of these tools, emphasizing the need for their careful deployment. This has expanded market opportunities for retraining personnel handling these technologies and enabled innovative applications in emerging therapies such as gene editing, CRISPR-Cas9, CAR-T cells, mRNA-based treatments, and personalized medicine. In summary, the maturation of AI/ML technologies is a testament to human ingenuity. Far from being autonomous entities, these are tools created by and for humans designed to solve complex problems now and in the future. This paper aims to present the status of these technologies, along with examples of their present and future applications.
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Bimer KB, Sebsibe GT, Desta KW, Zewde A, Sibhat MM. Incidence and predictors of attrition among children attending antiretroviral follow-up in public hospitals, Southern Ethiopia, 2020: a retrospective study. BMJ Paediatr Open 2021; 5:e001135. [PMID: 34514177 PMCID: PMC8386224 DOI: 10.1136/bmjpo-2021-001135] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 07/31/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND It is a global challenge to enrol and retain paediatric patients in HIV/AIDS care. Attrition causes preventable transmission, stoppable morbidity and death, undesirable treatment outcomes, increased cost of care and drug resistance. Thus, this study intended to investigate the incidence and predictors of attrition among children receiving antiretroviral treatment (ART). METHOD A retrospective follow-up study was conducted among children <15 years who had ART follow-up in Gedeo public hospitals. After collection, data were entered into Epi-data V.4.6, then exported to and analysed using STATA V.14. Data were described using the Kaplan-Meier statistics, life table and general descriptive statistics. The analysis was computed using the Cox proportional hazard regression model. Covariates having <0.25 p values in the univariate analysis (such as developmental stage, nutritional status, haemoglobin level, adherence, etc) were fitted to multivariable analysis. Finally, statistical significance was declared at a p value of <0.05. RESULTS An overall 254 child charts were analysed. At the end of follow-up, attrition from ART care was 36.2% (92 of 254), of which 70 (76.1%) were lost to follow-up, and 22 (23.9%) children died. About 8145.33 child-months of observations were recorded with an incidence attrition rate of 11.3 per 1000 child-months (95% CI: 9.2 to 13.9), whereas the median survival time was 68.73 months. Decreased haemoglobin level (<10 g/dl) (adjusted HR (AHR)=3.1; 95% CI: 1.4 to 6.9), delayed developmental milestones (AHR=3.6; 95% CI: 1.2 to 10.7), underweight at baseline (AHR=5.9; 95% CI: 1.6 to 21.7), baseline CD4 count ≤200 (AHR=4.4; 95% CI: 1.6 to 12.2), and poor or fair ART adherence (AHR=3.5; 95% CI: 1.5 to 7.9) were significantly associated with attrition. CONCLUSION AND RECOMMENDATION Retention to ART care is challenging in the paediatrics population, with such a high attrition rate. Immune suppression, anaemia, underweight, delayed developmental milestones and ART non-adherence were independent predictors of attrition to ART care. Hence, it is crucial to detect and control the identified predictors promptly. Serious adherence support and strengthened nutritional provision with monitoring strategies are also essential.
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Affiliation(s)
- Kirubel Biweta Bimer
- Pediatrics and Child Health Nursing, Dilla University College of Health Sciences, Dilla, Ethiopia
| | - Girum Teshome Sebsibe
- School of nursing and midwifery, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Kalkidan Wondwossen Desta
- School of nursing and midwifery, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Ashenafi Zewde
- Pediatrics and Child Health Nursing, Dilla University College of Health Sciences, Dilla, Ethiopia
| | - Migbar Mekonnen Sibhat
- Pediatrics and Child Health Nursing, Dilla University College of Health Sciences, Dilla, Ethiopia
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Chawla S, Shringarpure K, Modi B, Sharma R, Rewari BB, Shah AN, Verma PB, Dongre AR, Kumar AMV. Why are HIV-infected people not started on antiretroviral therapy? A mixed-methods study from Gujarat, India. Public Health Action 2017; 7:183-192. [PMID: 29201653 DOI: 10.5588/pha.16.0108] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Accepted: 05/24/2017] [Indexed: 12/20/2022] Open
Abstract
Setting: Five purposively selected antiretroviral therapy (ART) centres in Gujarat, India. Objectives: To assess the proportion of ART-eligible people living with the human immunodeficiency virus (PLHIV) who were not initiated on ART within 2 months of being recorded as eligible, to identify factors associated with non-initiation and to explore reasons from the provider's perspective. Design: We used a mixed-methods design (triangulation) of 1) a quantitative phase involving record reviews and cohort analysis (Poisson regression) of PLHIV registered during April 2014-March 2015, and 2) a qualitative phase involving one-to-one interviews with 25 providers. Results: Of 2079 ART-eligible PLHIV, 339 (16%) were not started on ART within 2 months. PLHIV with CD4 counts of <350 cells/μl and patients who were labourers, hospitalised, bedridden or registered with certain ART centres were more likely not to be initiated on ART. Qualitative results were categorised into two broad themes: government health system- and patient-related challenges, which validated and complemented the quantitative findings. Conclusion: Several patient subgroups at greater risk of ART non-initiation were identified, along with reasons for risk; this has important programme implications for achieving the UNAIDS 90-90-90 goal, and particularly the second 90 component of having 90% of diagnosed PLHIV start ART.
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Affiliation(s)
- S Chawla
- Gujarat State AIDS Control Society, Health and Family Welfare Department, Government of Gujarat, Ahmedabad, India
| | - K Shringarpure
- Department of Community Medicine, Government Medical College and SSG Hospital, Vadodara, India
| | - B Modi
- Department of Community Medicine, Gujarat Medical Education and Research Society (GMERS) Medical College, Gandhinagar, India
| | - R Sharma
- Department of Community Medicine, GMERS Medical College, Sola, Ahmedabad, India
| | - B B Rewari
- World Health Organization India Country Office, New Delhi, India
| | - A N Shah
- Department of Medicine, BJ Medical College and Civil Hospital, Ahmedabad, India
| | - P B Verma
- Gujarat State AIDS Control Society, Health and Family Welfare Department, Government of Gujarat, Ahmedabad, India.,Department of Community Medicine, Gujarat Medical Education and Research Society (GMERS) Medical College, Gandhinagar, India
| | - A R Dongre
- Department of Community Medicine, Sri Manakula Vinayagar Medical College and Hospital, Puducherry, India
| | - A M V Kumar
- International Union Against Tuberculosis and Lung Disease (The Union), South-East Asia Office, New Delhi, India.,The Union, Paris, France
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Teeraananchai S, Kerr SJ, Puthanakit T, Bunupuradah T, Ruxrungtham K, Chaivooth S, Law MG, Chokephaibulkit K. Attrition and Mortality of Children Receiving Antiretroviral Treatment through the Universal Coverage Health Program in Thailand. J Pediatr 2017; 188:210-216.e1. [PMID: 28606372 DOI: 10.1016/j.jpeds.2017.05.035] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 03/30/2017] [Accepted: 05/12/2017] [Indexed: 01/24/2023]
Abstract
OBJECTIVE To assess mortality and loss to follow-up of children with HIV infection who started antiretroviral therapy (ART) through the Universal Coverage Health Program (UC) in Thailand. STUDY DESIGN Children with HIV infection who initiated ART at age <15 years through the UC between 2008 and 2013 were included in the analysis. Death was ascertained through linkage with the National Death Registry. A competing-risks method was used to calculate subdistribution hazard ratios (SHRs) of predictors for loss to follow-up. Death was considered a competing risk. Cox proportional hazards models were used to assess predictors of mortality. RESULTS A total of 4618 children from 497 hospitals in Thailand were included in the study. Median age at ART initiation was 9 years (IQR, 6-12 years), and the median duration of tracking was 4.1 years (a total of 18 817 person-years). Three hundred and ninety-five children (9%) died, for a mortality rate of 2.1 (95% CI, 1.9-2.3) per 100 person-years, and 525 children (11%) were lost to follow-up, for a lost to follow-up rate of 2.9 (95% CI, 2.7-3.2) per 100 person-years. The cumulative incidence of loss to follow-up increased from 4% at 1 year to 8.8% at 3 years. Children who started ART at age ≥12 years were at the greatest risk of loss to follow-up. The probability of death was 3.2% at 6 months and 6.4% at 3 years. Age ≥12 years at ART initiation, lower baseline CD4%, advanced HIV staging, and loss to follow-up were associated with mortality. CONCLUSION The Thai national HIV treatment program has been very effective in treating children with HIV infection, with low mortality and modest rates of loss to follow-up.
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Affiliation(s)
- Sirinya Teeraananchai
- HIV-NAT, Thai Red Cross AIDS Research Centre, Bangkok, Thailand; Kirby Institute, University of New South Wales, Sydney, Australia.
| | - Stephen J Kerr
- HIV-NAT, Thai Red Cross AIDS Research Centre, Bangkok, Thailand; Kirby Institute, University of New South Wales, Sydney, Australia
| | - Thanyawee Puthanakit
- HIV-NAT, Thai Red Cross AIDS Research Centre, Bangkok, Thailand; Department of Pediatrics, Faculty of Medicine, Chulalongkorn University
| | | | - Kiat Ruxrungtham
- HIV-NAT, Thai Red Cross AIDS Research Centre, Bangkok, Thailand; Department of Medicine, Faculty of Medicine, Chulalongkorn University
| | - Suchada Chaivooth
- The HIV/AIDS, Tuberculosis and Infectious Diseases Program, National Health Security Office (NHSO)
| | - Matthew G Law
- Kirby Institute, University of New South Wales, Sydney, Australia
| | - Kulkanya Chokephaibulkit
- Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
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Alsdurf H, Hill PC, Matteelli A, Getahun H, Menzies D. The cascade of care in diagnosis and treatment of latent tuberculosis infection: a systematic review and meta-analysis. THE LANCET. INFECTIOUS DISEASES 2016; 16:1269-1278. [PMID: 27522233 DOI: 10.1016/s1473-3099(16)30216-x] [Citation(s) in RCA: 306] [Impact Index Per Article: 38.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 06/22/2016] [Accepted: 06/28/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND WHO estimates that a third of the world's population has latent tuberculosis infection and that less than 5% of those infected are diagnosed and treated to prevent tuberculosis. We aimed to systematically review studies that report the steps from initial tuberculosis screening through to treatment for latent tuberculosis infection, which we call the latent tuberculosis cascade of care. We specifically aimed to assess the number of people lost at each stage of the cascade. METHODS We did a systematic review and meta-analysis of study-level observational data. We searched MEDLINE (via OVID), Embase, and Health Star for observational studies, published between 1946 and April 12, 2015, that reported primary data for diagnosis and treatment of latent tuberculosis infection. We did meta-analyses using random and fixed effects analyses to identify percentages of patients with latent tuberculosis infection completing each step in the cascade. We also estimated pooled proportions in subgroups stratified by different characteristics of interest to assess risk factors for losses. RESULTS We identified 58 studies, describing 70 distinct cohorts and 748 572 people. Steps in the cascade associated with greater losses included completion of testing (71·9% [95% CI 71·8-72·0] of people intended for screening), completion of medical evaluation (43·7% [42·5-44·9]), recommendation for treatment (35·0% [33·8-36·4]), and completion of treatment if started (18·8% [16·3-19·7]). Steps with fewer losses included receiving test results, referral for evaluation if test positive, and accepting to start therapy if recommended. Factors associated with fewer losses were immune-compromising medical indications, being part of contact investigations, and use of rifamycin-based regimens. INTERPRETATION We identify major losses at several steps in the cascade of care for latent tuberculosis infection. Improvements in management of latent tuberculosis will need programmatic approaches to address the losses at each step in the cascade. FUNDERS Canadian Institutes of Health Research.
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Affiliation(s)
- Hannah Alsdurf
- Montreal Chest Institute, McGill University, Montreal, QC, Canada
| | - Philip C Hill
- Centre for International Health, University of Otago, Dunedin, New Zealand
| | - Alberto Matteelli
- Global TB Programme, WHO, Geneva, Switzerland; Clinic of Infectious and Tropical Diseases, WHO Collaborating Center for TB/HIV and TB Elimination, University of Brescia, Brescia, Italy
| | | | - Dick Menzies
- Montreal Chest Institute, McGill University, Montreal, QC, Canada; Global TB Programme, WHO, Geneva, Switzerland.
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Abstract
PURPOSE OF REVIEW To provide an update on the HIV treatment cascade in children and adolescents. We reviewed the literature on the steps in the cascade, for the period 2014-2015. RECENT FINDINGS There remains high attrition of children with regards to early testing and linking those patients who are positive to early treatment. Barriers to screening and testing in children and adolescents are multifactorial. Linkage to pre-antiretroviral therapy care and retention in care are the main steps at which attrition occurs. There are a number of new formulations available for use in adolescents and children which offer more options for antiretroviral therapy treatment. Adherence levels appear to be reasonable in Africa and Asia; however, achieving viral load suppression remains a challenge. SUMMARY We have a long way to go to achieve decreased attrition at each step of the cascade and retain patients in care. Recent improvements in each step of the cascade are bringing us closer to achieving treatment success.
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Retention of HIV-Infected Children in the First 12 Months of Anti-Retroviral Therapy and Predictors of Attrition in Resource Limited Settings: A Systematic Review. PLoS One 2016; 11:e0156506. [PMID: 27280404 PMCID: PMC4900559 DOI: 10.1371/journal.pone.0156506] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 05/16/2016] [Indexed: 02/06/2023] Open
Abstract
Current UNAIDS goals aimed to end the AIDS epidemic set out to ensure that 90% of all people living with HIV know their status, 90% initiate and continue life-long anti-retroviral therapy (ART), and 90% achieve viral load suppression. In 2014 there were an estimated 2.6 million children under 15 years of age living with HIV, of which only one-third were receiving ART. Little literature exists describing retention of HIV-infected children in the first year on ART. We conducted a systematic search for English language publications reporting on retention of children with median age at ART initiation less than ten years in resource limited settings. The proportion of children retained in care on ART and predictors of attrition were identified. Twelve studies documented retention at one year ranging from 71–95% amongst 31877 African children. Among the 5558 children not retained, 4082 (73%) were reported as lost to follow up (LFU) and 1476 (27%) were confirmed to have died. No studies confirmed the outcomes of children LFU. Predictors of attrition included younger age, shorter duration of time on ART, and severe immunosuppression. In conclusion, significant attrition occurs in children in the first 12 months after ART initiation, the majority attributed to LFU, although true outcomes of children labeled as LFU are unknown. Focused efforts to ensure retention and minimize early mortality are needed as universal ART for children is scaled up.
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Weaver MS, Arora RS, Howard SC, Salaverria CE, Liu YL, Ribeiro RC, Lam CG. A practical approach to reporting treatment abandonment in pediatric chronic conditions. Pediatr Blood Cancer 2015; 62:565-70. [PMID: 25586157 DOI: 10.1002/pbc.25403] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Accepted: 11/24/2014] [Indexed: 11/12/2022]
Abstract
Treatment abandonment, the failure to complete therapy that is required for definitive disease control, frequently causes treatment failure for pediatric patients in low- and middle-income countries with chronic conditions, particularly cancer. Other forms of incomplete treatment affecting children in all settings, such as nonadherence and loss to follow-up, are often confused with treatment abandonment. Unclear definitions of incomplete treatment dramatically affect reported outcomes. To facilitate disease-specific and cross-sector analyses, we outline a practical approach to categorize forms of incomplete treatment, present distinct semantic categories with case examples and provide an algorithm that could be tailored to disease- and context-specific needs.
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