BACKGROUND Inadequate tuberculosis (TB) diagnostics are a major hurdle in the reduction of disease burden, and accurate point-of-care tests (POCTs) are urgently needed. We assessed the diagnostic accuracy of Fujifilm SILVAMP TB lipoarabinomannan (FujiLAM) POCT for TB diagnosis in HIV-negative outpatients and compared it with Alere Determine TB LAM Ag (AlereLAM) POCT and a laboratory-based ultrasensitive electrochemiluminescence LAM research assay (EclLAM). METHODS In this multicenter diagnostic test accuracy study, we recruited HIV-negative adults with symptoms suggestive of pulmonary TB presenting to outpatient health care centers in Peru and South Africa. Urine samples were tested using FujiLAM, AlereLAM, and EclLAM, and the diagnostic accuracy was assessed against a microbiological reference standard (MRS) and a composite reference standard. RESULTS Three hundred seventy-two HIV-negative participants were included and the prevalence of microbiologically confirmed TB was 30%. Compared with the MRS, the sensitivities of AlereLAM, FujiLAM, and EclLAM were 10.8% (95% confidence interval [CI] 6.3%–18.0%), 53.2% (95% CI 43.9%–62.1%), and 66.7% (95% CI 57.5%–74.7%), respectively. The specificities of AlereLAM, FujiLAM, and EclLAM were 92.3% (95% CI 88.5%–95.0%), 98.9% (95% CI 96.7%–99.6%), and 98.1% (95% CI 95.6%–99.2%), respectively. Positive likelihood ratios of AlereLAM, FujiLAM, and EclLAM were 1.4, 46.2, and 34.8, respectively, and positive predictive values were 37.5%, 95.2%, and 93.7%, respectively. CONCLUSION Compared with AlereLAM, FujiLAM detected 5 times more patients with TB in HIV-negative participants, had a high positive predictive value, and has the potential to improve rapid diagnosis of TB at the point-of-care. EclLAM demonstrated that additional sensitivity gains are possible, which highlights LAM’s potential as a biomarker. Additional research is required to assess FujiLAM’s performance in prospective cohorts, its cost-effectiveness, and its impact in real-world clinical settings. FUNDING Global Health Innovative Technology Fund, the UK Department for International Development, the Dutch Ministry of Foreign Affairs, the Bill and Melinda Gates Foundation, the Australian Department of Foreign Affairs and Trade, the German Federal Ministry of Education and Research through Kreditanstalt für Wiederaufbau, and the NIH and National Institute of Allergy and Infectious Diseases.
A non-sputum triage test to rule out TB disease is a WHO high-priority diagnostic and a combinatory score based on a 3-gene host-signature has shown promise in discriminating TB from other illnesses. We evaluated the accuracy of an early-prototype cartridge-assay (“Xpert MTB Host Response”, or Xpert-MTB-HR-Prototype) of this 3-gene signature on bio-banked blood-samples from PLHIV against a comprehensive microbiological reference standard (CMRS) and against Xpert® MTB/RIF on first sputum alone. We depict results based on performance targets set by WHO in comparison with a laboratory-based CRP assay. Of 201 patients included, 67 were culture-positive for Mycobacterium tuberculosis. AUC for the Xpert-MTB-HR-Prototype was 0·89 (CI 0·83-0·94) against the CMRS and 0·94 (CI 0·89-0·98) against Xpert MTB/RIF. Considering Xpert-MTB-HR-Prototype as a triage test (at nearest upper value of sensitivity to 90%), specificity was 55·8% (CI 47·2-64·1) compared to the CMRS and 85·9% (CI 79·3-90·7) compared to Xpert MTB/RIF as confirmatory tests. Considering Xpert-MTB-HR-Prototype as a stand-alone diagnostic test, at a specificity near 95%, the test achieved a sensitivity of 65·7% (CI 53·7-75·9) while CRP achieved a sensitivity of only 13·6% (CI 7·3-23·4). In this first accuracy study of a prototype blood-based host-marker assay, we show the possible value of the assay for triage and diagnosis in PLHIV.
A non-sputum triage test to rule out TB disease is a WHO high-priority diagnostic and a combinatory score based on a 3-gene host-signature has shown promise in discriminating TB from other illnesses. We evaluated the accuracy of an early-prototype cartridge-assay (Xpert MTB Host Response, or Xpert-MTB-HR-Prototype) of this 3-gene signature on bio-banked blood-samples from PLHIV against a comprehensive microbiological reference standard (CMRS) and against Xpert MTB/RIF on first sputum alone. We depict results based on performance targets set by WHO in comparison with a laboratory-based CRP assay. Of 201 patients included, 67 were culture-positive for Mycobacterium tuberculosis. AUC for the Xpert-MTB-HR-Prototype was 0.89 (CI 0.83-0.94) against the CMRS and 0.94 (CI 0.89-0.98) against Xpert MTB/RIF. Considering Xpert-MTB-HR-Prototype as a triage test (at nearest upper value of sensitivity to 90%), specificity was 55.8% (CI 47.2-64.1) compared to the CMRS and 85.9% (CI 79.3-90.7) compared to Xpert MTB/RIF as confirmatory tests. Considering Xpert-MTB-HR-Prototype as a stand-alone diagnostic test, at a specificity near 95%, the test achieved a sensitivity of 65.7% (CI 53.7-75.9) while CRP achieved a sensitivity of only 13.6% (CI 7.3-23.4). In this first accuracy study of a prototype blood-based host-marker assay, we show the possible value of the assay for triage and diagnosis in PLHIV.
Objectives A novel 3-gene host transcriptional signature (GBP5, DUSP3 and KLF2) has been validated for tuberculosis (TB) treatment monitoring using laboratory-based RNA sequencing platforms. The signature was recently translated by Cepheid into a prototype cartridge-based test that can be run on the GeneXpert instrument. In this study, we prospectively evaluated the change in the expression of the cartridge-based 3-gene signature following treatment initiation among pulmonary TB patients who were microbiologically cured at the end of treatment. Results The 3-gene signature expression level (TB score) changed significantly over time with respect to baseline among 31 pulmonary TB patients. The greatest increase in TB score occurred within the first month of treatment (median fold-increase in TB score: 1.08 [IQR 0.54–1.52]) and plateaued after 4 months of treatment (median TB score: 1.97 [IQR: 1.03–2.33]). The rapid and substantial increase of the TB score in the first month of treatment holds promise for the early identification of patients that respond to TB treatment. The plateau in TB score at 4 months may indicate early clearance of disease and could direct treatment to be shortened. These hypotheses need to be further explored with larger prospective treatment monitoring studies.
The current four symptom screen recommended by the WHO is widely used as screen to initiate diagnostic testing for active pulmonary tuberculosis (TB), yet the performance is poor especially when TB prevalence is low. In contrast, more sensitive molecular tests are less suitable for the placement at primary care level in low resource settings. In order to meet the WHO End TB targets new diagnostic approaches are urgently needed to find the missing 2 undiagnosed cases. Proteomics-derived blood host biomarkers have been explored because protein detection technologies are suitable for the point of care setting and could meet cost targets. This study aims to find a biomarker signature that fulfils WHO target product profile (TPP) for a TB screening. 12 blood-based protein biomarkers from three sample populations (Vietnam, Peru, South Africa) are analyzed individually and in combinations via advanced statistical methods and machine learning algorithms. The combination of I309, SYWC and kallistatin shows the most promising results for TB prediction throughout the datasets meeting the TPP for a triage test in adults from two countries (Peru and South Africa). The top performing individual markers identified at the global level (I309 and SYWC) were also among the best performing markers at country level in South Africa and Vietnam. This analysis clearly shows that a host protein biomarker assay is feasible in adults for certain geographical regions based on one or two biomarkers with a performance that meets minimal WHO TPP criteria.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
customersupport@researchsolutions.com
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.