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In Sub-Saharan Africa, lower respiratory tract infections (LRTIs) and tuberculosis (TB) jointly are the leading cause of overall mortality. There is a need to integrate sustainable triage and management strategies into standard care. The TrUST study investigates the utility of point-of-care ultrasound (POCUS) for diagnosis and prognosis of LRTIs in TB endemic regions in the outpatient triage setting. Automated interpretation of POCUS by artificial intelligence (AI) may further standardize and improve its predictive utility as well as facilitate its implementation into usual practice.
Full description
Design International multicentre prospective cohort study
Setting This study aims to explore the performance of POCUS in a pre-hospital setting in countries with different prevalences of HIV: South- Africa (high prevalence), Benin (low prevalence) and Mali (low prevalence).
Study procedures Pre-recruitment training Before initiating the study, participating clinicians will benefit from lung ultrasound (LUS) and POCUS protocols for extra pulmonary TB (FASH+ exam) training with a field expert. The participating clinicians are required to pass a final expert test before start of patient recruitment and to have a minimum of 20 supervised US.
Inclusion (Day 0) Patients inclusion will be performed over a period of 18 to maximum 24 months. Recruitment will stop before the anticipated end if the inclusion of 1000 patients is reached.
Clinical data Data collected include demographic characteristics (age, sex, occupation etc.), past medical history (previous TB, Coronavirus Disease (COVID), vaccination status, documented past episodes of COVID-19, HIV status,...), symptoms (respiratory symptoms, specific COVID-19 symptoms (from the Centers for Disease Control COVID checklist), specific pulmonary TB symptoms (from the CDC TB checklist) and routine clinical examination findings (vital parameters, oxygen saturation, lung auscultation,...).
Laboratory analyses
Analyses performed on site:
Analyses performed retrospectively on stored samples:
All US images captured will be digitally recorded and transferred via a secured internet connection along with relevant metadata to a secure server for storage. For study quality control purposes, the quality of the image and the interpretation of a random sample of images will be evaluated retrospectively by an experienced radiologist.
Clinician-evaluated LUS and FASH All LUS and FASH exams will be read by 2 independent readers blinded to patients diagnosis and outcome. A third reader will solve discrepancies between the two readers. They will fill in a standardized LUS and FASH report.
AI-evaluated LUS and FASH The US images will be further used for secondary studies developing deep learning algorithms for LUS and FASH diagnosis.
Follow-up (D7 and D28) Patients will receive a follow-up phone call by the study nurse on day 7 and day 28. Data on the clinical evolution are collected: hospitalization, non-invasive ventilation, intubation, death.
Follow-up of TB treatment failures and deaths until D180 TB patients will be followed in the national TB register and treatment failures will be recorded at 6 months of treatment (according to national guidelines).
Deaths will be recorded until D180 as well.
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504 participants in 4 patient groups
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Central trial contact
Noémie Boillat-Blanco, MD-PhD, PD; Veronique Suttels, MD
Data sourced from clinicaltrials.gov
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