Tuberculosis Clinical Trial
— TrUSTOfficial title:
Point-of-care Ultrasound for the Diagnosis and Risk Stratification of Lower Respiratory Tract Infections in TB Endemic Regions: a Multicenter Prospective Cohort Study
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.
Status | Recruiting |
Enrollment | 1000 |
Est. completion date | October 14, 2025 |
Est. primary completion date | April 14, 2023 |
Accepts healthy volunteers | No |
Gender | All |
Age group | 18 Years and older |
Eligibility | Inclusion Criteria: - Age =18 years - Suspicion of lower respiratory tract infection (defined as presence of cough with at least one of the following: fever, dyspnea/tachypnea, sputum production, chest pain, hemoptysis or cachexia) Exclusion Criteria: - Cough/dyspnea from a definite non-infectious origin (cardiac, asthmatic...) - Inability to cooperate with ultrasound procedure - Inability to sign informed consent (third witness procedure available for illiterate patients) |
Country | Name | City | State |
---|---|---|---|
Benin | CNHUPPC | Cotonou | Atlantic |
Mali | CHU point G | Bamako | |
South Africa | Wits Rural University | Acornhoek |
Lead Sponsor | Collaborator |
---|---|
Centre Hospitalier Universitaire Vaudois | Ecole Polytechnique Fédérale de Lausanne, National University Hospital (CNHU point G), Bamako, Mali, National University Hospital for tuberculosis, Cotonou, Benin, University of Witwatersrand, South Africa |
Benin, Mali, South Africa,
Type | Measure | Description | Time frame | Safety issue |
---|---|---|---|---|
Primary | Sensitivity of LUS for the detection of TB | For LUS, each lung quadrant will be scored using a 6 feature LUS score (modified Soldati score) ranging from 1 (aerated lung), 2 (interstitial syndrome), 3 (sub centimeter pleural lesions), 4 (lung consolidation), 5 (pleural effusion) to 6 (pneumothorax). Sensitivity of LUS score for the diagnosis of TB using microbiological tests (GenXpert MTB/RIF for HIV negative patients, mycobacterial culture for HIV patients and extra-pulmonary samples) as reference standards | 18 to 24 months | |
Primary | Specificity of LUS for the detection of TB | For LUS, each lung quadrant will be scored using a 6 feature LUS score (modified Soldati score) ranging from 1 (aerated lung), 2 (interstitial syndrome), 3 (sub centimeter pleural lesions), 4 (lung consolidation), 5 (pleural effusion) to 6 (pneumothorax). Sensitivity of LUS score for the diagnosis of TB using microbiological tests (GenXpert MTB/RIF for HIV negative patients, mycobacterial culture for HIV patients and extra-pulmonary samples) as reference standards | 18 to 24 months | |
Primary | Sensitivity of FASH PLUS for the detection of TB | For the pericardial and abdominal ultrasound, a score according to the FASH PLUS protocol will be attributed ranging from 0 (no pathology) to 6 (presence of pericardial effusion, abdominal adenopathies, pleural effusion, splenic lesions, hepatic lesions, ascites). Sensitivity of FASH PLUS score for the diagnosis of TB using microbiological tests (GenXpert MTB/RIF for HIV negative patients, mycobacterial culture for HIV patients and extra-pulmonary samples) as reference standards. | 24 to 36 months | |
Primary | Specificity of FASH PLUS for the detection of TB | For the pericardial and abdominal ultrasound, a score according to the FASH PLUS protocol will be attributed ranging from 0 (no pathology) to 6 (presence of pericardial effusion, abdominal adenopathies, pleural effusion, splenic lesions, hepatic lesions, ascites). Specificity of FASH PLUS score for the diagnosis of TB using microbiological tests (GenXpert MTB/RIF for HIV negative patients, mycobacterial culture for HIV patients and extra-pulmonary samples) as reference standards. | 24 to 36 months | |
Primary | Sensitivity of combined LUS and FASH PLUS features for the detection of TB | Sensitivity of combined LUS and FASH PLUS score for the diagnosis of TB using microbiological tests (GenXpert MTB/RIF for HIV negative patients, mycobacterial culture for HIV patients and extra-pulmonary samples) as reference standards. | 24 to 36 months | |
Primary | Specificity of combined LUS and FASH PLUS features for the detection of TB | Specificity of combined LUS and FASH PLUS score for the diagnosis of TB using microbiological tests (GenXpert MTB/RIF for HIV negative patients, mycobacterial culture for HIV patients and extra-pulmonary samples) as reference standards. | 24 to 36 months | |
Primary | Sensitivity of AI-interpreted LUS for the detection of TB | LUS images will be scored binary by microbiological-label trained algorithms as TB or not TB. Prediction: Sensitivity of AI-assisted interpretation LUS for the detection of TB using microbiological tests as reference standards | 24 to 36 months | |
Primary | Specificity of AI-interpreted LUS for the detection of TB | LUS images will be scored binary by microbiological-label trained algorithms as TB or not TB. Prediction: Specificity of AI-assisted interpretation LUS for the detection of TB using microbiological tests as reference standards | 24 to 36 months | |
Primary | Sensitivity of AI-interpreted FASH PLUS for the detection of TB | FASH PLUS images will be scored binary by microbiological-label trained algorithms as TB or not TB. Prediction: Sensitivity of FASH PLUS for the detection of TB using microbiological tests as reference standards | 24 to 36 months | |
Primary | Specificity of AI-interpreted FASH PLUS for the detection of TB | FASH PLUS images will be scored binary by microbiological-label trained algorithms as TB or not TB. Prediction: Specificity of FASH PLUS for the detection of TB using microbiological tests as reference standards | 24 to 36 months | |
Secondary | Qualitative assessment using semi-structured interviews (based on grounded theory methods) with end users of the barriers and facilitators of the implementation of POCUS | Qualitative assessment using semi-structured interviews (based on grounded theory methods) with end users of the barriers and facilitators of the implementation of POCUS to assess its feasibility, sustainability and acceptability | 12 months | |
Secondary | Qualitative assessment using semi-structured interviews (based on grounded theory methods) with end users of the barriers and facilitators of the implementation of AI clinical decision support | Qualitative assessment using semi-structured interviews (based on grounded theory methods) with end users of the barriers and facilitators of the implementation of AI clinical decision support to assess its feasibility, sustainability and acceptability | 12 months |
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