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Mujuni D, Tumwine J, Musisi K, Otim E, Farhat MR, Nabulobi D, Abdunoor N, Tumuhairwe AK, Mugisa MD, Oola D, Semitala F, Byaruhanga R, Turyahabwe S, Joloba M. Beyond diagnostic connectivity: Leveraging digital health technology for the real-time collection and provision of high-quality actionable data on infectious diseases in Uganda. PLOS DIGITAL HEALTH 2024; 3:e0000566. [PMID: 39178177 PMCID: PMC11343378 DOI: 10.1371/journal.pdig.0000566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 06/29/2024] [Indexed: 08/25/2024]
Abstract
Automated data transmission from diagnostic instrument networks to a central database at the Ministries of Health has the potential of providing real-time quality data not only on diagnostic instrument performance, but also continuous disease surveillance and patient care. We aimed at sharing how a locally developed novel diagnostic connectivity solution channels actionable data from diagnostic instruments to the national dashboards for disease control in Uganda between May 2022 and May 2023. The diagnostic connectivity solution was successfully configured on a selected network of multiplexing diagnostic instruments at 260 sites in Uganda, providing a layered access of data. Of these, 909,674 test results were automatically collected from 269 "GeneXpert" machines, 5597 test results from 28 "Truenat" and >12,000 were from 3 digital x-ray devices to different stakeholder levels to ensure optimal use of data for their intended purpose. The government and relevant stakeholders are empowered with usable and actionable data from the diagnostic instruments. The successful implementation of the diagnostic connectivity solution depended on some key operational strategies namely; sustained internet connectivity and short message services, stakeholder engagement, a strong in-country laboratory coordination network, human resource capacity building, establishing a network for the diagnostic instruments, and integration with existing health data collection tools. Poor bandwidth at some locations was a major hindrance for the successful implementation of the connectivity solution. Maintaining stakeholder engagement at the clinical level is key for sustaining diagnostic data connectivity. The locally developed diagnostic connectivity solution as a digital health technology offers the chance to collect high-quality data on a number of parameters for disease control, including error analysis, thereby strengthening the quality of data from the networked diagnostic sites to relevant stakeholders.
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Affiliation(s)
- Dennis Mujuni
- Makerere University, College of Health Sciences, Kampala, Uganda
| | - Julius Tumwine
- Uganda National TB Reference Laboratory, World Health Organisation Supranational Reference Laboratory, Kampala, Uganda
| | - Kenneth Musisi
- Uganda National TB Reference Laboratory, World Health Organisation Supranational Reference Laboratory, Kampala, Uganda
| | - Edward Otim
- Makerere University Joint AIDS Program, Kampala, Uganda
| | - Maha Reda Farhat
- Department of Medical Informatics, Harvard Medical School, Harvard University, Boston, Massachusetts, United States of America
| | - Dorothy Nabulobi
- Uganda National TB Reference Laboratory, World Health Organisation Supranational Reference Laboratory, Kampala, Uganda
| | - Nyombi Abdunoor
- Uganda National TB Reference Laboratory, World Health Organisation Supranational Reference Laboratory, Kampala, Uganda
- National Tuberculosis and Leprosy Control Program, Ministry of Health, Kampala, Uganda
| | | | - Marvin Derrick Mugisa
- Uganda National TB Reference Laboratory, World Health Organisation Supranational Reference Laboratory, Kampala, Uganda
| | - Denis Oola
- Uganda National TB Reference Laboratory, World Health Organisation Supranational Reference Laboratory, Kampala, Uganda
| | - Fred Semitala
- Makerere University Joint AIDS Program, Kampala, Uganda
| | - Raymond Byaruhanga
- National Tuberculosis and Leprosy Control Program, Ministry of Health, Kampala, Uganda
| | - Stavia Turyahabwe
- National Tuberculosis and Leprosy Control Program, Ministry of Health, Kampala, Uganda
| | - Moses Joloba
- Makerere University, College of Health Sciences, Kampala, Uganda
- Uganda National TB Reference Laboratory, World Health Organisation Supranational Reference Laboratory, Kampala, Uganda
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Sifumba Z, Claassen H, Olivier S, Khan P, Ngubane H, Bhengu T, Zulu T, Sithole M, Gareta D, Moosa MYS, Hanekom WA, Bassett IV, Wong EB. Subclinical tuberculosis linkage to care and completion of treatment following community-based screening in rural South Africa. BMC GLOBAL AND PUBLIC HEALTH 2024; 2:30. [PMID: 38832047 PMCID: PMC11144138 DOI: 10.1186/s44263-024-00059-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 04/18/2024] [Indexed: 06/05/2024]
Abstract
Background Tuberculosis (TB), a leading cause of infectious death, is curable when patients complete a course of multi-drug treatment. Because entry into the TB treatment cascade usually relies on symptomatic individuals seeking care, little is known about linkage to care and completion of treatment in people with subclinical TB identified through community-based screening. Methods Participants of the Vukuzazi study, a community-based survey that provided TB screening in the rural uMkhanyakude district of KwaZulu-Natal from May 2018 - March 2020, who had a positive sputum (GeneXpert or Mtb culture, microbiologically-confirmed TB) or a chest x-ray consistent with active TB (radiologically-suggested TB) were referred to the public health system. Telephonic follow-up surveys were conducted from May 2021 - January 2023 to assess linkage to care and treatment status. Linked electronic TB register data was accessed. We analyzed the effect of baseline HIV and symptom status (by WHO 4-symptom screen) on the TB treatment cascade. Results Seventy percent (122/174) of people with microbiologically-confirmed TB completed the telephonic survey. In this group, 84% (103/122) were asymptomatic and 46% (56/122) were people living with HIV (PLWH). By self-report, 98% (119/122) attended a healthcare facility after screening, 94% (115/122) started TB treatment and 93% (113/122) completed treatment. Analysis of electronic TB register data confirmed that 67% (116/174) of eligible individuals started TB treatment. Neither symptom status nor HIV status affected linkage to care. Among people with radiologically-suggested TB, 48% (153/318) completed the telephonic survey, of which 80% (122/153) were asymptomatic and 52% (79/153) were PLWH. By self-report, 75% (114/153) attended a healthcare facility after screening, 16% (24/153) started TB treatment and 14% (22/153) completed treatment. Nine percent (28/318) of eligible individuals had TB register data confirming that they started treatment. Conclusions Despite high rates of subclinical TB, most people diagnosed with microbiologically-confirmed TB after community-based screening were willing to link to care and complete TB treatment. Lower rates of linkage to care in people with radiologically-suggested TB highlight the importance of streamlined care pathways for this group. Clearer guidelines for the management of people who screen positive during community-based TB screening are needed. Supplementary Information The online version contains supplementary material available at 10.1186/s44263-024-00059-0.
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Affiliation(s)
- Zolelwa Sifumba
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
| | - Helgard Claassen
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
| | - Stephen Olivier
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
| | - Palwasha Khan
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
- London School of Hygiene & Tropical Medicine, Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London, Great Britain and Northern Ireland UK
| | - Hloniphile Ngubane
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
| | - Thokozani Bhengu
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
| | - Thando Zulu
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
| | - Mareca Sithole
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
| | - Dickman Gareta
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
| | - Vukuzazi Team
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
- Department of Infectious Disease, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
- London School of Hygiene & Tropical Medicine, Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London, Great Britain and Northern Ireland UK
- King Edward VIII Hospital, Durban, South Africa
- Division of Infection and Immunity, University College London, London, Great Britain and Northern Ireland UK
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA USA
- Division of Infectious Diseases, University of Alabama Birmingham, Birmingham, AL USA
| | - Mahomed-Yunus S. Moosa
- Department of Infectious Disease, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
- King Edward VIII Hospital, Durban, South Africa
| | - Willem A. Hanekom
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
- Division of Infection and Immunity, University College London, London, Great Britain and Northern Ireland UK
| | - Ingrid V. Bassett
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA USA
| | - Emily B. Wong
- Africa Health Research Institute, Durban & Somkhele, KwaZulu-Natal South Africa
- Division of Infectious Diseases, University of Alabama Birmingham, Birmingham, AL USA
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Mabote N, Mamo M, Nsakala B, Lanje S, Mwanawabene NR, Katende B. Linkage to care and treatment outcomes for patients diagnosed with drug-susceptible tuberculosis using Xpert MTB/RIF assay in Thaba-Tseka district in Lesotho. IJID REGIONS 2022; 5:33-38. [PMID: 36158597 PMCID: PMC9493056 DOI: 10.1016/j.ijregi.2022.08.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/23/2022] [Accepted: 08/24/2022] [Indexed: 11/26/2022]
Abstract
Patients with tuberculosis (TB) with evidence of linkage to care is not optimal in Thaba-Tseka district. Same-day TB treatment initiation is feasible for facilities with onsite GeneXpert services. The TB death rate in Thaba-Tseka district does not align with the World Health Organization's End TB strategy target.
Objectives To evaluate linkage to care and treatment outcomes of patients with tuberculosis (TB) confirmed by Xpert MTB/RIF assay in Thaba-Tseka district, Lesotho. Design This was a retrospective cohort study of adult patients diagnosed with drug-susceptible TB using the Xpert MTB/RIF assay at two laboratories in Thaba-Tseka district from January 2016 to December 2020. Results Six hundred and fifty-five eligible participants were identified for inclusion in this study. Their median age was 40 [interquartile range (IQR) 32–54] years, and 468 (71.45%) were male. Evidence of linkage to care was found for 459 (70.08%) participants, but there was no documentation on treatment initiation for 196 (29.92%) participants. The median time to treatment initiation was 0 days (same-day initiation) (IQR 0–4) and the treatment success rate was 86%. Treatment success was associated with negative sputum smear results after 2, 5 and 6 months (χ2, P<0.001). The overall mortality rate was 10%, with no trend of mortality reduction. Conclusion There is a need to address the issue of linkage to care of patients diagnosed with TB in Thaba-Tseka district. Efforts should be made to reduce TB mortality in line with the World Health Organization's ‘End TB strategy’ target.
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Jopling R, Nyamayaro P, Andersen LS, Kagee A, Haberer JE, Abas MA. A Cascade of Interventions to Promote Adherence to Antiretroviral Therapy in African Countries. Curr HIV/AIDS Rep 2021; 17:529-546. [PMID: 32776179 PMCID: PMC7497365 DOI: 10.1007/s11904-020-00511-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Purpose of Review We reviewed interventions to improve uptake and adherence to antiretroviral therapy (ART) in African countries in the Treat All era. Recent Findings ART initiation can be improved by facilitated rapid receipt of first prescription, including community-based linkage and point-of-care strategies, integration of HIV care into antenatal care and peer support for adolescents. For people living with HIV (PLHIV) on ART, scheduled SMS reminders, ongoing intensive counselling for those with viral non-suppression and economic incentives for the most deprived show promise. Adherence clubs should be promoted, being no less effective than facility-based care for stable patients. Tracing those lost to follow-up should be targeted to those who can be seen face-to-face by a peer worker. Summary Investment is needed to promote linkage to initiating ART and for differentiated approaches to counselling for youth and for those with identified suboptimal adherence. More evidence from within Africa is needed on cost-effective strategies to identify and support PLHIV at an increased risk of non-adherence across the treatment cascade. Electronic supplementary material The online version of this article (10.1007/s11904-020-00511-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Rebecca Jopling
- Health Service & Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Primrose Nyamayaro
- Department of Psychiatry, University of Zimbabwe College of Health Sciences, Mazowe Street, Avondale, Harare, Zimbabwe
| | - Lena S Andersen
- HIV Mental Health Research Unit, Division of Neuropsychiatry, Department of Psychiatry and Mental Health, University of Cape Town, Groote Schuur Hospital Anzio Road, Observatory, Cape Town, South Africa
| | - Ashraf Kagee
- Department of Psychology, Stellenbosch University, Stellenbosch, 7602, South Africa
| | - Jessica E Haberer
- Center for Global Health, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Melanie Amna Abas
- Health Service & Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
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Ricks S, Denkinger CM, Schumacher SG, Hallett TB, Arinaminpathy N. The potential impact of urine-LAM diagnostics on tuberculosis incidence and mortality: A modelling analysis. PLoS Med 2020; 17:e1003466. [PMID: 33306694 PMCID: PMC7732057 DOI: 10.1371/journal.pmed.1003466] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 11/13/2020] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Lateral flow urine lipoarabinomannan (LAM) tests could offer important new opportunities for the early detection of tuberculosis (TB). The currently licensed LAM test, Alere Determine TB LAM Ag ('LF-LAM'), performs best in the sickest people living with HIV (PLHIV). However, the technology continues to improve, with newer LAM tests, such as Fujifilm SILVAMP TB LAM ('SILVAMP-LAM') showing improved sensitivity, including amongst HIV-negative patients. It is important to anticipate the epidemiological impact that current and future LAM tests may have on TB incidence and mortality. METHODS AND FINDINGS Concentrating on South Africa, we examined the impact that widening LAM test eligibility would have on TB incidence and mortality. We developed a mathematical model of TB transmission to project the impact of LAM tests, distinguishing 'current' tests (with sensitivity consistent with LF-LAM), from hypothetical 'future' tests (having sensitivity consistent with SILVAMP-LAM). We modelled the impact of both tests, assuming full adoption of the 2019 WHO guidelines for the use of these tests amongst those receiving HIV care. We also simulated the hypothetical deployment of future LAM tests for all people presenting to care with TB symptoms, not restricted to PLHIV. Our model projects that 2,700,000 (95% credible interval [CrI] 2,000,000-3,600,000) and 420,000 (95% CrI 350,000-520,000) cumulative TB incident cases and deaths, respectively, would occur between 2020 and 2035 if the status quo is maintained. Relative to this comparator, current and future LAM tests would respectively avert 54 (95% CrI 33-86) and 90 (95% CrI 55-145) TB deaths amongst inpatients between 2020 and 2035, i.e., reductions of 5% (95% CrI 4%-6%) and 9% (95% CrI 7%-11%) in inpatient TB mortality. This impact in absolute deaths averted doubles if testing is expanded to include outpatients, yet remains <1% of country-level TB deaths. Similar patterns apply to incidence results. However, deploying a future LAM test for all people presenting to care with TB symptoms would avert 470,000 (95% CrI 220,000-870,000) incident TB cases (18% reduction, 95% CrI 9%-29%) and 120,000 (95% CrI 69,000-210,000) deaths (30% reduction, 95% CrI 18%-44%) between 2020 and 2035. Notably, this increase in impact arises largely from diagnosis of TB amongst those with HIV who are not yet in HIV care, and who would thus be ineligible for a LAM test under current guidelines. Qualitatively similar results apply under an alternative comparator assuming expanded use of GeneXpert MTB/RIF ('Xpert') for TB diagnosis. Sensitivity analysis demonstrates qualitatively similar results in a setting like Kenya, which also has a generalised HIV epidemic, but a lower burden of HIV/TB coinfection. Amongst limitations of this analysis, we do not address the cost or cost-effectiveness of future tests. Our model neglects drug resistance and focuses on the country-level epidemic, thus ignoring subnational variations in HIV and TB burden. CONCLUSIONS These results suggest that LAM tests could have an important effect in averting TB deaths amongst PLHIV with advanced disease. However, achieving population-level impact on the TB epidemic, even in high-HIV-burden settings, will require future LAM tests to have sufficient performance to be deployed more broadly than in HIV care.
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Affiliation(s)
- Saskia Ricks
- MRC Centre for Global Infectious Disease Analysis, Imperial College London, London, United Kingdom
- * E-mail:
| | - Claudia M. Denkinger
- Center of Infectious Disease, University of Heidelberg, Heidelberg, Germany
- Foundation for Innovative New Diagnostics, Geneva, Switzerland
| | | | - Timothy B. Hallett
- MRC Centre for Global Infectious Disease Analysis, Imperial College London, London, United Kingdom
| | - Nimalan Arinaminpathy
- MRC Centre for Global Infectious Disease Analysis, Imperial College London, London, United Kingdom
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