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2.
Nature ; 589(7841): 276-280, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33086375

RESUMO

Suppressing infections of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) will probably require the rapid identification and isolation of individuals infected with the virus on an ongoing basis. Reverse-transcription polymerase chain reaction (RT-PCR) tests are accurate but costly, which makes the regular testing of every individual expensive. These costs are a challenge for all countries around the world, but particularly for low-to-middle-income countries. Cost reductions can be achieved by pooling (or combining) subsamples and testing them in groups1-7. A balance must be struck between increasing the group size and retaining test sensitivity, as sample dilution increases the likelihood of false-negative test results for individuals with a low viral load in the sampled region at the time of the test8. Similarly, minimizing the number of tests to reduce costs must be balanced against minimizing the time that testing takes, to reduce the spread of the infection. Here we propose an algorithm for pooling subsamples based on the geometry of a hypercube that, at low prevalence, accurately identifies individuals infected with SARS-CoV-2 in a small number of tests and few rounds of testing. We discuss the optimal group size and explain why, given the highly infectious nature of the disease, largely parallel searches are preferred. We report proof-of-concept experiments in which a positive subsample was detected even when diluted 100-fold with negative subsamples (compared with 30-48-fold dilutions described in previous studies9-11). We quantify the loss of sensitivity due to dilution and discuss how it may be mitigated by the frequent re-testing of groups, for example. With the use of these methods, the cost of mass testing could be reduced by a large factor. At low prevalence, the costs decrease in rough proportion to the prevalence. Field trials of our approach are under way in Rwanda and South Africa. The use of group testing on a massive scale to monitor infection rates closely and continually in a population, along with the rapid and effective isolation of people with SARS-CoV-2 infections, provides a promising pathway towards the long-term control of coronavirus disease 2019 (COVID-19).


Assuntos
Teste de Ácido Nucleico para COVID-19/métodos , COVID-19/epidemiologia , COVID-19/virologia , Vigilância da População/métodos , SARS-CoV-2/isolamento & purificação , Algoritmos , COVID-19/diagnóstico , Humanos , Prevalência , Ruanda/epidemiologia , Sensibilidade e Especificidade
3.
Trans R Soc Trop Med Hyg ; 113(6): 312-319, 2019 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-30892640

RESUMO

BACKGROUND: Artemisinin-based combination therapies (ACTs) have proven highly effective in reducing malaria morbidity in sub-Saharan Africa. Artemether-lumefantrine (AL) was introduced in 2005 as a first-line ACT for the treatment of uncomplicated malaria in Rwanda. Monitoring the therapeutic efficacy of ACTs is necessary to ensure effective malaria case management. METHODS: A comparative study on the efficacy of AL and dihydroartemisinin-piperaquine (DHP) was conducted in two sites, Masaka and Ruhuha, between September 2013 and December 2015. Clinical and parasitological responses were assessed at days 28 and 42. RESULTS: A total of 534 children were treated with AL (n=267) or DHP (n=267). After polymerase chain reaction (PCR) adjustment, 98.3% and 98.9% of children in the AL and DHP arms, respectively, achieved an adequate clinical and parasitological response (ACPR) at day 28. At day 42, PCR-adjusted ACPR proportions were 97.3% and 98.4% for AL and DHP, respectively. PCR-adjusted ACPR was 99% for both drugs at days 28 and 42 in Ruhuha. The PCR-adjusted ACPR proportions in Masaka were 97.3% for AL and 98.5% for DHP at day 28 and 95.2% for AL and 97.5% for DHP at day 42. CONCLUSIONS: AL remains efficacious in Rwanda 10 y after its adoption. The probability of new infections occurring among patients in the DHP arm was significantly lower than those in the AL arm. DHP also demonstrated a greater post-treatment prophylactic effect against new infections compared with AL.


Assuntos
Antimaláricos/uso terapêutico , Combinação Arteméter e Lumefantrina/uso terapêutico , Artemisininas/uso terapêutico , Malária/tratamento farmacológico , Quinolinas/uso terapêutico , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Ruanda
4.
Afr. j. lab. med. (Online) ; 3(2): 1-6, 2015. ilus
Artigo em Inglês | AIM (África) | ID: biblio-1257297

RESUMO

Background: In 2009; to improve the performance of laboratories and strengthen healthcare systems; the World Health Organization Regional Office for Africa (WHO AFRO) and partners launched two initiatives: a laboratory quality improvement programme called Strengthening Laboratory Management Toward Accreditation (SLMTA); and what is now called the Stepwise Laboratory Quality Improvement Process Towards Accreditation (SLIPTA). Objectives: This study describes the achievements of Rwandan laboratories four years after the introduction of SLMTA in the country; using the SLIPTA scoring system to measure laboratory progress.Methods: Three cohorts of five laboratories each were enrolled in the SLMTA programme in 2010; 2011 and 2013. The cohorts used SLMTA workshops; improvement projects; mentorship and quarterly performance-based financing incentives to accelerate laboratory quality improvement. Baseline; exit and follow-up audits were conducted over a two-year period from the time of enrolment. Audit scores were used to categorise laboratory quality on a scale of zero ( 55%) to five (95% - 100%) stars. Results: At baseline; 14 of the 15 laboratories received zero stars with the remaining laboratory receiving a two-star rating. At exit; five laboratories received one star; six received two stars and four received three stars. At the follow-up audit conducted in the first two cohorts approximately one year after exit; one laboratory scored two stars; five laboratories earned three stars and four laboratories; including the National Reference Laboratory; achieved four stars.Conclusion: Rwandan laboratories enrolled in SLMTA showed improvement in quality management systems. Sustaining the gains and further expansion of the SLMTA programme to meet country targets will require continued programme strengthening


Assuntos
Acreditação , Laboratórios , Melhoria de Qualidade , Padrões de Referência , Ruanda
5.
Afr J Lab Med ; 3(2): 217, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-29043189

RESUMO

BACKGROUND: In 2009, to improve the performance of laboratories and strengthen healthcare systems, the World Health Organization Regional Office for Africa (WHO AFRO) and partners launched two initiatives: a laboratory quality improvement programme called Strengthening Laboratory Management Toward Accreditation (SLMTA), and what is now called the Stepwise Laboratory Quality Improvement Process Towards Accreditation (SLIPTA). OBJECTIVES: This study describes the achievements of Rwandan laboratories four years after the introduction of SLMTA in the country, using the SLIPTA scoring system to measure laboratory progress. METHODS: Three cohorts of five laboratories each were enrolled in the SLMTA programme in 2010, 2011 and 2013. The cohorts used SLMTA workshops, improvement projects, mentorship and quarterly performance-based financing incentives to accelerate laboratory quality improvement. Baseline, exit and follow-up audits were conducted over a two-year period from the time of enrolment. Audit scores were used to categorise laboratory quality on a scale of zero (< 55%) to five (95% - 100%) stars. RESULTS: At baseline, 14 of the 15 laboratories received zero stars with the remaining laboratory receiving a two-star rating. At exit, five laboratories received one star, six received two stars and four received three stars. At the follow-up audit conducted in the first two cohorts approximately one year after exit, one laboratory scored two stars, five laboratories earned three stars and four laboratories, including the National Reference Laboratory, achieved four stars. CONCLUSION: Rwandan laboratories enrolled in SLMTA showed improvement in quality management systems. Sustaining the gains and further expansion of the SLMTA programme to meet country targets will require continued programme strengthening.

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