Quantitative 18F-FDG PET-CT scan characteristics correlate with tuberculosis treatment response

被引:27
|
作者
Malherbe, Stephanus T. [1 ,2 ,3 ]
Chen, Ray Y. [5 ]
Dupont, Patrick [6 ,7 ]
Kant, Ilse [7 ]
Kriel, Magdalena [1 ,2 ,3 ]
Loxton, Andre G. [1 ,2 ,3 ]
Smith, Bronwyn [1 ,2 ,3 ]
Beltran, Caroline G. G. [1 ,2 ,3 ]
van Zyl, Susan [1 ,2 ,3 ]
McAnda, Shirely [1 ,2 ,3 ]
Abrahams, Charmaine [1 ,2 ,3 ]
Maasdorp, Elizna [1 ,2 ,3 ,8 ]
Doruyter, Alex [9 ,12 ]
Via, Laura E. [5 ,9 ]
Barry, Clifton E., III [1 ,2 ,3 ,5 ,9 ]
Alland, David [10 ]
Richards, Stephanie Griffith [11 ]
Ellman, Annare [7 ]
Peppard, Thomas [4 ]
Belisle, John [13 ]
Tromp, Gerard [1 ,2 ,3 ,8 ]
Ronacher, Katharina [3 ,14 ]
Warwick, James M. [7 ]
Winter, Jill [15 ]
Walzl, Gerhard [1 ,2 ,3 ]
机构
[1] Natl Res Fdn, Ctr Excellence Biomed TB Res, Dept Sci & Technol, Cape Town, South Africa
[2] South African Med Res Council Ctr TB Res, Cape Town, South Africa
[3] Stellenbosch Univ, Div Mol Biol & Human Genet, Fac Med & Hlth Sci, Cape Town, South Africa
[4] Certara Inc, Princeton, NJ USA
[5] NIAID, TB Res Sect, Lab Clin Infect Dis, Div Intramural Res,NIH, 9000 Rockville Pike, Bethesda, MD 20892 USA
[6] Katholieke Univ Leuven, Dept Neurosci, Lab Cognit Neurol, Leuven, Belgium
[7] Stellenbosch Univ, Fac Med & Hlth Sci, Dept Med Imaging & Clin Oncol, Div Nucl Med, Cape Town, South Africa
[8] Stellenbosch Univ, Fac Med & Hlth Sci, South African TB Bioinformat Initiat SATBBI, Cape Town, South Africa
[9] Univ Cape Town, Inst Infect Dis & Mol Med, Wellcome Ctr Infect Dis Res Africa, Fac Hlth Sci, Cape Town, South Africa
[10] Rutgers New Jersey Med Sch, Dept Med, Ctr Emerging Pathogens, Rutgers Biomed & Hlth Sci, Newark, NJ USA
[11] Stellenbosch Univ, Dept Med Imaging & Clin Oncol, Div Radiodiag, Fac Med & Hlth Sci, Cape Town, South Africa
[12] Stellenbosch Univ, Node Infect Imaging Cent Analyt Facil, Cape Town, South Africa
[13] Colorado State Univ, Dept Microbiol Immunol & Pathol, Mycobacteria Res Labs, Ft Collins, CO 80523 USA
[14] Univ Queensland, Mater Res Inst, Translat Res Inst, Brisbane, Qld, Australia
[15] Catalysis Fdn Hlth, San Ramon, CA USA
基金
英国医学研究理事会;
关键词
Tuberculosis; 18F-FDG; PET-CT; Tuberculosis treatment response; Mycobacterium tuberculosis; Quantitative imaging analysis; Quantified lung analysis; POSITRON-EMISSION-TOMOGRAPHY; FDG-PET; PULMONARY TUBERCULOSIS; SHORTENING TREATMENT; COMPUTED-TOMOGRAPHY; INFECTION; PREDICT; RELAPSE; RNA; MOXIFLOXACIN;
D O I
10.1186/s13550-020-0591-9
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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.
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页数:15
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