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Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response
BACKGROUND: There is a growing interest in the use of F-18 FDG PET-CT to monitor tuberculosis (TB) treatment response. Tuberculosis lung lesions are often complex and diffuse, with dynamic changes during treatment and persisting metabolic activity after apparent clinical cure. This poses a challenge...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7010890/ https://www.ncbi.nlm.nih.gov/pubmed/32040770 http://dx.doi.org/10.1186/s13550-020-0591-9 |
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author | Malherbe, Stephanus T. Chen, Ray Y. Dupont, Patrick Kant, Ilse Kriel, Magdalena Loxton, André G. Smith, Bronwyn Beltran, Caroline G. G. van Zyl, Susan McAnda, Shirely Abrahams, Charmaine Maasdorp, Elizna Doruyter, Alex Via, Laura E. Barry, Clifton E. Alland, David Richards, Stephanie Griffith- Ellman, Annare Peppard, Thomas Belisle, John Tromp, Gerard Ronacher, Katharina Warwick, James M. Winter, Jill Walzl, Gerhard |
author_facet | Malherbe, Stephanus T. Chen, Ray Y. Dupont, Patrick Kant, Ilse Kriel, Magdalena Loxton, André G. Smith, Bronwyn Beltran, Caroline G. G. van Zyl, Susan McAnda, Shirely Abrahams, Charmaine Maasdorp, Elizna Doruyter, Alex Via, Laura E. Barry, Clifton E. Alland, David Richards, Stephanie Griffith- Ellman, Annare Peppard, Thomas Belisle, John Tromp, Gerard Ronacher, Katharina Warwick, James M. Winter, Jill Walzl, Gerhard |
author_sort | Malherbe, Stephanus T. |
collection | PubMed |
description | BACKGROUND: There is a growing interest in the use of F-18 FDG PET-CT to monitor tuberculosis (TB) treatment response. Tuberculosis lung lesions are often complex and diffuse, with dynamic changes during treatment and persisting metabolic activity after apparent clinical cure. This poses a challenge in quantifying scan-based markers of burden of disease and disease activity. We used semi-automated, whole lung quantification of lung lesions to analyse serial FDG PET-CT scans from the Catalysis TB Treatment Response Cohort to identify characteristics that best correlated with clinical and microbiological outcomes. RESULTS: Quantified scan metrics were already associated with clinical outcomes at diagnosis and 1 month after treatment, with further improved accuracy to differentiate clinical outcomes after standard treatment duration (month 6). A high cavity volume showed the strongest association with a risk of treatment failure (AUC 0.81 to predict failure at diagnosis), while a suboptimal reduction of the total glycolytic activity in lung lesions during treatment had the strongest association with recurrent disease (AUC 0.8 to predict pooled unfavourable outcomes). During the first year after TB treatment lesion burden reduced; but for many patients, there were continued dynamic changes of individual lesions. CONCLUSIONS: Quantification of FDG PET-CT images better characterised TB treatment outcomes than qualitative scan patterns and robustly measured the burden of disease. In future, validated metrics may be used to stratify patients and help evaluate the effectiveness of TB treatment modalities. |
format | Online Article Text |
id | pubmed-7010890 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-70108902020-02-25 Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response Malherbe, Stephanus T. Chen, Ray Y. Dupont, Patrick Kant, Ilse Kriel, Magdalena Loxton, André G. Smith, Bronwyn Beltran, Caroline G. G. van Zyl, Susan McAnda, Shirely Abrahams, Charmaine Maasdorp, Elizna Doruyter, Alex Via, Laura E. Barry, Clifton E. Alland, David Richards, Stephanie Griffith- Ellman, Annare Peppard, Thomas Belisle, John Tromp, Gerard Ronacher, Katharina Warwick, James M. Winter, Jill Walzl, Gerhard EJNMMI Res Original Research BACKGROUND: There is a growing interest in the use of F-18 FDG PET-CT to monitor tuberculosis (TB) treatment response. Tuberculosis lung lesions are often complex and diffuse, with dynamic changes during treatment and persisting metabolic activity after apparent clinical cure. This poses a challenge in quantifying scan-based markers of burden of disease and disease activity. We used semi-automated, whole lung quantification of lung lesions to analyse serial FDG PET-CT scans from the Catalysis TB Treatment Response Cohort to identify characteristics that best correlated with clinical and microbiological outcomes. RESULTS: Quantified scan metrics were already associated with clinical outcomes at diagnosis and 1 month after treatment, with further improved accuracy to differentiate clinical outcomes after standard treatment duration (month 6). A high cavity volume showed the strongest association with a risk of treatment failure (AUC 0.81 to predict failure at diagnosis), while a suboptimal reduction of the total glycolytic activity in lung lesions during treatment had the strongest association with recurrent disease (AUC 0.8 to predict pooled unfavourable outcomes). During the first year after TB treatment lesion burden reduced; but for many patients, there were continued dynamic changes of individual lesions. CONCLUSIONS: Quantification of FDG PET-CT images better characterised TB treatment outcomes than qualitative scan patterns and robustly measured the burden of disease. In future, validated metrics may be used to stratify patients and help evaluate the effectiveness of TB treatment modalities. Springer Berlin Heidelberg 2020-02-10 /pmc/articles/PMC7010890/ /pubmed/32040770 http://dx.doi.org/10.1186/s13550-020-0591-9 Text en © The Author(s). 2020 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Research Malherbe, Stephanus T. Chen, Ray Y. Dupont, Patrick Kant, Ilse Kriel, Magdalena Loxton, André G. Smith, Bronwyn Beltran, Caroline G. G. van Zyl, Susan McAnda, Shirely Abrahams, Charmaine Maasdorp, Elizna Doruyter, Alex Via, Laura E. Barry, Clifton E. Alland, David Richards, Stephanie Griffith- Ellman, Annare Peppard, Thomas Belisle, John Tromp, Gerard Ronacher, Katharina Warwick, James M. Winter, Jill Walzl, Gerhard Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response |
title | Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response |
title_full | Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response |
title_fullStr | Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response |
title_full_unstemmed | Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response |
title_short | Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response |
title_sort | quantitative 18f-fdg pet-ct scan characteristics correlate with tuberculosis treatment response |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7010890/ https://www.ncbi.nlm.nih.gov/pubmed/32040770 http://dx.doi.org/10.1186/s13550-020-0591-9 |
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