A novel blood-based assay for treatment monitoring of tuberculosis

Abstract 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 r...

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Main Authors: Alexandra J. Zimmer, Samuel G. Schumacher, Erik Södersten, Anna Mantsoki, Romain Wyss, David H. Persing, Sara Banderby, Linda Strömqvist Meuzelaar, Jacqueline Prieto, Devasena Gnanashanmugam, Purvesh Khatri, Stefano Ongarello, Morten Ruhwald, Claudia M. Denkinger
Format: Article
Language:English
Published: BMC 2021-06-01
Series:BMC Research Notes
Subjects:
Online Access:https://doi.org/10.1186/s13104-021-05663-z
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spelling doaj-38d04284727c4d5c96a54ab1892ae1dc2021-07-04T11:36:27ZengBMCBMC Research Notes1756-05002021-06-011411510.1186/s13104-021-05663-zA novel blood-based assay for treatment monitoring of tuberculosisAlexandra J. Zimmer0Samuel G. Schumacher1Erik Södersten2Anna Mantsoki3Romain Wyss4David H. Persing5Sara Banderby6Linda Strömqvist Meuzelaar7Jacqueline Prieto8Devasena Gnanashanmugam9Purvesh Khatri10Stefano Ongarello11Morten Ruhwald12Claudia M. Denkinger13Departments of Medicine and of Epidemiology, Biostatistics & Occupational Health, McGill UniversityFINDCepheid ABFINDFINDCepheidCepheid ABCepheid ABCepheid ABCepheidInstitute for Immunity, Transplantation and Infection, Stanford University School of MedicineFINDFINDFINDAbstract 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.https://doi.org/10.1186/s13104-021-05663-zTuberculosisHost transcriptional signatureTreatment monitoring
collection DOAJ
language English
format Article
sources DOAJ
author Alexandra J. Zimmer
Samuel G. Schumacher
Erik Södersten
Anna Mantsoki
Romain Wyss
David H. Persing
Sara Banderby
Linda Strömqvist Meuzelaar
Jacqueline Prieto
Devasena Gnanashanmugam
Purvesh Khatri
Stefano Ongarello
Morten Ruhwald
Claudia M. Denkinger
spellingShingle Alexandra J. Zimmer
Samuel G. Schumacher
Erik Södersten
Anna Mantsoki
Romain Wyss
David H. Persing
Sara Banderby
Linda Strömqvist Meuzelaar
Jacqueline Prieto
Devasena Gnanashanmugam
Purvesh Khatri
Stefano Ongarello
Morten Ruhwald
Claudia M. Denkinger
A novel blood-based assay for treatment monitoring of tuberculosis
BMC Research Notes
Tuberculosis
Host transcriptional signature
Treatment monitoring
author_facet Alexandra J. Zimmer
Samuel G. Schumacher
Erik Södersten
Anna Mantsoki
Romain Wyss
David H. Persing
Sara Banderby
Linda Strömqvist Meuzelaar
Jacqueline Prieto
Devasena Gnanashanmugam
Purvesh Khatri
Stefano Ongarello
Morten Ruhwald
Claudia M. Denkinger
author_sort Alexandra J. Zimmer
title A novel blood-based assay for treatment monitoring of tuberculosis
title_short A novel blood-based assay for treatment monitoring of tuberculosis
title_full A novel blood-based assay for treatment monitoring of tuberculosis
title_fullStr A novel blood-based assay for treatment monitoring of tuberculosis
title_full_unstemmed A novel blood-based assay for treatment monitoring of tuberculosis
title_sort novel blood-based assay for treatment monitoring of tuberculosis
publisher BMC
series BMC Research Notes
issn 1756-0500
publishDate 2021-06-01
description Abstract 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.
topic Tuberculosis
Host transcriptional signature
Treatment monitoring
url https://doi.org/10.1186/s13104-021-05663-z
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