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Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma

PURPOSE: This pilot study aimed to determine interobserver reliability and ease of use of three workflows for measuring metabolic tumor volume (MTV) and total lesion glycolysis (TLG) in diffuse large B cell lymphoma (DLBCL). PROCEDURES: Twelve baseline [(18)F]FDG PET/CT scans from DLBCL patients wit...

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Autores principales: Burggraaff, Coreline N., Rahman, Fareen, Kaßner, Isabelle, Pieplenbosch, Simone, Barrington, Sally F., Jauw, Yvonne W.S., Zwezerijnen, Gerben J.C., Müller, Stefan, Hoekstra, Otto S., Zijlstra, Josée M., De Vet, Henrica C.W., Boellaard, Ronald
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7343740/
https://www.ncbi.nlm.nih.gov/pubmed/31993925
http://dx.doi.org/10.1007/s11307-020-01474-z
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author Burggraaff, Coreline N.
Rahman, Fareen
Kaßner, Isabelle
Pieplenbosch, Simone
Barrington, Sally F.
Jauw, Yvonne W.S.
Zwezerijnen, Gerben J.C.
Müller, Stefan
Hoekstra, Otto S.
Zijlstra, Josée M.
De Vet, Henrica C.W.
Boellaard, Ronald
author_facet Burggraaff, Coreline N.
Rahman, Fareen
Kaßner, Isabelle
Pieplenbosch, Simone
Barrington, Sally F.
Jauw, Yvonne W.S.
Zwezerijnen, Gerben J.C.
Müller, Stefan
Hoekstra, Otto S.
Zijlstra, Josée M.
De Vet, Henrica C.W.
Boellaard, Ronald
author_sort Burggraaff, Coreline N.
collection PubMed
description PURPOSE: This pilot study aimed to determine interobserver reliability and ease of use of three workflows for measuring metabolic tumor volume (MTV) and total lesion glycolysis (TLG) in diffuse large B cell lymphoma (DLBCL). PROCEDURES: Twelve baseline [(18)F]FDG PET/CT scans from DLBCL patients with wide variation in number and size of involved organs and lymph nodes were selected from the international PETRA consortium database. Three observers analyzed scans using three workflows. Workflow A: user-defined selection of individual lesions followed by four automated segmentations (41%SUVmax, A50%SUVpeak, SUV≥2.5, SUV≥4.0). For each lesion, observers indicated their “preferred segmentation.” Individually selected lesions were summed to yield total MTV and TLG. Workflow B: fully automated preselection of [(18)F]FDG-avid structures (SUV≥4.0 and volume≥3ml), followed by removing non-tumor regions with single mouse clicks. Workflow C: preselected volumes based on Workflow B modified by manually adding lesions or removing physiological uptake, subsequently checked by experienced nuclear medicine physicians. Workflow C was performed 3 months later to avoid recall bias from the initial Workflow B analysis. Interobserver reliability was expressed as intraclass correlation coefficients (ICC). RESULTS: Highest interobserver reliability in Workflow A was found for SUV≥2.5 and SUV≥4.0 methods (ICCs for MTV 0.96 and 0.94, respectively). SUV≥4.0 and A50%Peak were most and SUV≥2.5 was the least preferred segmentation method. Workflow B had an excellent interobserver reliability (ICC = 1.00) for MTV and TLG. Workflow C reduced the ICC for MTV and TLG to 0.92 and 0.97, respectively. Mean workflow analysis time per scan was 29, 7, and 22 min for A, B, and C, respectively. CONCLUSIONS: Improved interobserver reliability and ease of use occurred using fully automated preselection (using SUV≥4.0 and volume≥3ml, Workflow B) compared with individual lesion selection by observers (Workflow A). Subsequent manual modification was necessary for some patients but reduced interobserver reliability which may need to be balanced against potential improvement on prognostic accuracy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s11307-020-01474-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-73437402020-07-13 Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma Burggraaff, Coreline N. Rahman, Fareen Kaßner, Isabelle Pieplenbosch, Simone Barrington, Sally F. Jauw, Yvonne W.S. Zwezerijnen, Gerben J.C. Müller, Stefan Hoekstra, Otto S. Zijlstra, Josée M. De Vet, Henrica C.W. Boellaard, Ronald Mol Imaging Biol Research Article PURPOSE: This pilot study aimed to determine interobserver reliability and ease of use of three workflows for measuring metabolic tumor volume (MTV) and total lesion glycolysis (TLG) in diffuse large B cell lymphoma (DLBCL). PROCEDURES: Twelve baseline [(18)F]FDG PET/CT scans from DLBCL patients with wide variation in number and size of involved organs and lymph nodes were selected from the international PETRA consortium database. Three observers analyzed scans using three workflows. Workflow A: user-defined selection of individual lesions followed by four automated segmentations (41%SUVmax, A50%SUVpeak, SUV≥2.5, SUV≥4.0). For each lesion, observers indicated their “preferred segmentation.” Individually selected lesions were summed to yield total MTV and TLG. Workflow B: fully automated preselection of [(18)F]FDG-avid structures (SUV≥4.0 and volume≥3ml), followed by removing non-tumor regions with single mouse clicks. Workflow C: preselected volumes based on Workflow B modified by manually adding lesions or removing physiological uptake, subsequently checked by experienced nuclear medicine physicians. Workflow C was performed 3 months later to avoid recall bias from the initial Workflow B analysis. Interobserver reliability was expressed as intraclass correlation coefficients (ICC). RESULTS: Highest interobserver reliability in Workflow A was found for SUV≥2.5 and SUV≥4.0 methods (ICCs for MTV 0.96 and 0.94, respectively). SUV≥4.0 and A50%Peak were most and SUV≥2.5 was the least preferred segmentation method. Workflow B had an excellent interobserver reliability (ICC = 1.00) for MTV and TLG. Workflow C reduced the ICC for MTV and TLG to 0.92 and 0.97, respectively. Mean workflow analysis time per scan was 29, 7, and 22 min for A, B, and C, respectively. CONCLUSIONS: Improved interobserver reliability and ease of use occurred using fully automated preselection (using SUV≥4.0 and volume≥3ml, Workflow B) compared with individual lesion selection by observers (Workflow A). Subsequent manual modification was necessary for some patients but reduced interobserver reliability which may need to be balanced against potential improvement on prognostic accuracy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s11307-020-01474-z) contains supplementary material, which is available to authorized users. Springer International Publishing 2020-01-28 2020 /pmc/articles/PMC7343740/ /pubmed/31993925 http://dx.doi.org/10.1007/s11307-020-01474-z Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Research Article
Burggraaff, Coreline N.
Rahman, Fareen
Kaßner, Isabelle
Pieplenbosch, Simone
Barrington, Sally F.
Jauw, Yvonne W.S.
Zwezerijnen, Gerben J.C.
Müller, Stefan
Hoekstra, Otto S.
Zijlstra, Josée M.
De Vet, Henrica C.W.
Boellaard, Ronald
Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma
title Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma
title_full Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma
title_fullStr Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma
title_full_unstemmed Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma
title_short Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma
title_sort optimizing workflows for fast and reliable metabolic tumor volume measurements in diffuse large b cell lymphoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7343740/
https://www.ncbi.nlm.nih.gov/pubmed/31993925
http://dx.doi.org/10.1007/s11307-020-01474-z
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