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Diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using FDG-PET/CT

BACKGROUND: We evaluated the diagnostic implications of a small-voxel reconstruction for lymph node characterization in breast cancer patients, using state-of-the-art FDG-PET/CT. We included 69 FDG-PET/CT scans from breast cancer patients. PET data were reconstructed using standard 4 × 4 × 4 mm(3) a...

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Autores principales: Koopman, Daniëlle, van Dalen, Jorn A., Arkies, Hester, Oostdijk, Ad H. J., Francken, Anne Brecht, Bart, Jos, Slump, Cornelis H., Knollema, Siert, Jager, Pieter L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5770346/
https://www.ncbi.nlm.nih.gov/pubmed/29340798
http://dx.doi.org/10.1186/s13550-018-0359-7
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author Koopman, Daniëlle
van Dalen, Jorn A.
Arkies, Hester
Oostdijk, Ad H. J.
Francken, Anne Brecht
Bart, Jos
Slump, Cornelis H.
Knollema, Siert
Jager, Pieter L.
author_facet Koopman, Daniëlle
van Dalen, Jorn A.
Arkies, Hester
Oostdijk, Ad H. J.
Francken, Anne Brecht
Bart, Jos
Slump, Cornelis H.
Knollema, Siert
Jager, Pieter L.
author_sort Koopman, Daniëlle
collection PubMed
description BACKGROUND: We evaluated the diagnostic implications of a small-voxel reconstruction for lymph node characterization in breast cancer patients, using state-of-the-art FDG-PET/CT. We included 69 FDG-PET/CT scans from breast cancer patients. PET data were reconstructed using standard 4 × 4 × 4 mm(3) and small 2 × 2 × 2 mm(3) voxels. Two hundred thirty loco-regional lymph nodes were included, of which 209 nodes were visualised on PET/CT. All nodes were visually scored as benign or malignant, and SUV(max) and TB(ratio)(=SUV(max)/SUV(background)) were measured. Final diagnosis was based on histological or imaging information. We determined the accuracy, sensitivity and specificity for both reconstruction methods and calculated optimal cut-off values to distinguish benign from malignant nodes. RESULTS: Sixty-one benign and 169 malignant lymph nodes were included. Visual evaluation accuracy was 73% (sensitivity 67%, specificity 89%) on standard-voxel images and 77% (sensitivity 78%, specificity 74%) on small-voxel images (p = 0.13). Across malignant nodes visualised on PET/CT, the small-voxel score was more often correct compared with the standard-voxel score (89 vs. 76%, p <  0.001). In benign nodes, the standard-voxel score was more often correct (89 vs. 74%, p = 0.04). Quantitative data were based on the 61 benign and 148 malignant lymph nodes visualised on PET/CT. SUVs and TB(ratio) were on average 3.0 and 1.6 times higher in malignant nodes compared to those in benign nodes (p <  0.001), on standard- and small-voxel PET images respectively. Small-voxel PET showed average increases in SUV(max) and TB(ratio) of typically 40% over standard-voxel PET. The optimal SUV(max) cut-off using standard-voxels was 1.8 (sensitivity 81%, specificity 95%, accuracy 85%) while for small-voxels, the optimal SUV(max) cut-off was 2.6 (sensitivity 78%, specificity 98%, accuracy 84%). Differences in accuracy were non-significant. CONCLUSIONS: Small-voxel PET/CT improves the sensitivity of visual lymph node characterization and provides a higher detection rate of malignant lymph nodes. However, small-voxel PET/CT also introduced more false-positive results in benign nodes. Across all nodes, differences in accuracy were non-significant. Quantitatively, small-voxel images require higher cut-off values. Readers have to adapt their reference standards.
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spelling pubmed-57703462018-01-29 Diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using FDG-PET/CT Koopman, Daniëlle van Dalen, Jorn A. Arkies, Hester Oostdijk, Ad H. J. Francken, Anne Brecht Bart, Jos Slump, Cornelis H. Knollema, Siert Jager, Pieter L. EJNMMI Res Original Research BACKGROUND: We evaluated the diagnostic implications of a small-voxel reconstruction for lymph node characterization in breast cancer patients, using state-of-the-art FDG-PET/CT. We included 69 FDG-PET/CT scans from breast cancer patients. PET data were reconstructed using standard 4 × 4 × 4 mm(3) and small 2 × 2 × 2 mm(3) voxels. Two hundred thirty loco-regional lymph nodes were included, of which 209 nodes were visualised on PET/CT. All nodes were visually scored as benign or malignant, and SUV(max) and TB(ratio)(=SUV(max)/SUV(background)) were measured. Final diagnosis was based on histological or imaging information. We determined the accuracy, sensitivity and specificity for both reconstruction methods and calculated optimal cut-off values to distinguish benign from malignant nodes. RESULTS: Sixty-one benign and 169 malignant lymph nodes were included. Visual evaluation accuracy was 73% (sensitivity 67%, specificity 89%) on standard-voxel images and 77% (sensitivity 78%, specificity 74%) on small-voxel images (p = 0.13). Across malignant nodes visualised on PET/CT, the small-voxel score was more often correct compared with the standard-voxel score (89 vs. 76%, p <  0.001). In benign nodes, the standard-voxel score was more often correct (89 vs. 74%, p = 0.04). Quantitative data were based on the 61 benign and 148 malignant lymph nodes visualised on PET/CT. SUVs and TB(ratio) were on average 3.0 and 1.6 times higher in malignant nodes compared to those in benign nodes (p <  0.001), on standard- and small-voxel PET images respectively. Small-voxel PET showed average increases in SUV(max) and TB(ratio) of typically 40% over standard-voxel PET. The optimal SUV(max) cut-off using standard-voxels was 1.8 (sensitivity 81%, specificity 95%, accuracy 85%) while for small-voxels, the optimal SUV(max) cut-off was 2.6 (sensitivity 78%, specificity 98%, accuracy 84%). Differences in accuracy were non-significant. CONCLUSIONS: Small-voxel PET/CT improves the sensitivity of visual lymph node characterization and provides a higher detection rate of malignant lymph nodes. However, small-voxel PET/CT also introduced more false-positive results in benign nodes. Across all nodes, differences in accuracy were non-significant. Quantitatively, small-voxel images require higher cut-off values. Readers have to adapt their reference standards. Springer Berlin Heidelberg 2018-01-16 /pmc/articles/PMC5770346/ /pubmed/29340798 http://dx.doi.org/10.1186/s13550-018-0359-7 Text en © The Author(s). 2018 Open Access This 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
Koopman, Daniëlle
van Dalen, Jorn A.
Arkies, Hester
Oostdijk, Ad H. J.
Francken, Anne Brecht
Bart, Jos
Slump, Cornelis H.
Knollema, Siert
Jager, Pieter L.
Diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using FDG-PET/CT
title Diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using FDG-PET/CT
title_full Diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using FDG-PET/CT
title_fullStr Diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using FDG-PET/CT
title_full_unstemmed Diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using FDG-PET/CT
title_short Diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using FDG-PET/CT
title_sort diagnostic implications of a small-voxel reconstruction for loco-regional lymph node characterization in breast cancer patients using fdg-pet/ct
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5770346/
https://www.ncbi.nlm.nih.gov/pubmed/29340798
http://dx.doi.org/10.1186/s13550-018-0359-7
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