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Measurement of (18)F-FDG PET tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model
PURPOSE: Treatment of metastatic colorectal cancer frequently includes antiangiogenic agents such as bevacizumab. Size measurements are inadequate to assess treatment response to these agents, and newer response assessment criteria are needed. We aimed to evaluate (18)F-FDG PET-derived texture param...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6553522/ https://www.ncbi.nlm.nih.gov/pubmed/30893213 http://dx.doi.org/10.1097/MNM.0000000000000992 |
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author | Bashir, Usman Weeks, Amanda Goda, Jayant S. Siddique, Muhammad Goh, Vicky Cook, Gary J. |
author_facet | Bashir, Usman Weeks, Amanda Goda, Jayant S. Siddique, Muhammad Goh, Vicky Cook, Gary J. |
author_sort | Bashir, Usman |
collection | PubMed |
description | PURPOSE: Treatment of metastatic colorectal cancer frequently includes antiangiogenic agents such as bevacizumab. Size measurements are inadequate to assess treatment response to these agents, and newer response assessment criteria are needed. We aimed to evaluate (18)F-FDG PET-derived texture parameters in a preclinical colorectal cancer model as alternative metrics of response to treatment with bevacizumab. MATERIALS AND METHODS: Fourteen CD1 athymic mice injected in the flank with 5×106 LS174T cells (human colorectal carcinoma) were either untreated controls (n=7) or bevacizumab treated (n=7). After 2 weeks, mice underwent (18)F-FDG PET/CT. Calliper-measured tumor growth (Δ(vol)) and final tumor volume (Vol(cal)), (18)F-FDG PET metabolically active volume (Vol(met)), mean metabolism (Met(mean)), and maximum metabolism (Met(max)) were measured. Twenty-four texture features were compared between treated and untreated mice. Immunohistochemical mean tumor vascular density was estimated by anti-CD-34 staining after tumor resection. RESULTS: Treated mice had significantly lower tumor vascular density (P=0.032), confirming the antiangiogenic therapeutic effect of bevacizumab. None of the conventional measures were different between the two groups: Δ(vol) (P=0.9), Vol(cal) (P=0.7), Vol(met) (P=0.28), Met(max) (P=0.7), or Met(mean) (P=0.32). One texture parameter, GLSZM-SZV (visually indicating that the (18)F-FDG PET images of treated mice comprise uniformly sized clusters of different activity) had significantly different means between the two groups of mice (P=0.001). CONCLUSION: (18)F-FDG PET derived texture parameters, particularly GLSZM-SZV, may be valid biomarkers of tumor response to treatment with bevacizumab, before change in volume. |
format | Online Article Text |
id | pubmed-6553522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-65535222019-07-22 Measurement of (18)F-FDG PET tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model Bashir, Usman Weeks, Amanda Goda, Jayant S. Siddique, Muhammad Goh, Vicky Cook, Gary J. Nucl Med Commun Original Articles PURPOSE: Treatment of metastatic colorectal cancer frequently includes antiangiogenic agents such as bevacizumab. Size measurements are inadequate to assess treatment response to these agents, and newer response assessment criteria are needed. We aimed to evaluate (18)F-FDG PET-derived texture parameters in a preclinical colorectal cancer model as alternative metrics of response to treatment with bevacizumab. MATERIALS AND METHODS: Fourteen CD1 athymic mice injected in the flank with 5×106 LS174T cells (human colorectal carcinoma) were either untreated controls (n=7) or bevacizumab treated (n=7). After 2 weeks, mice underwent (18)F-FDG PET/CT. Calliper-measured tumor growth (Δ(vol)) and final tumor volume (Vol(cal)), (18)F-FDG PET metabolically active volume (Vol(met)), mean metabolism (Met(mean)), and maximum metabolism (Met(max)) were measured. Twenty-four texture features were compared between treated and untreated mice. Immunohistochemical mean tumor vascular density was estimated by anti-CD-34 staining after tumor resection. RESULTS: Treated mice had significantly lower tumor vascular density (P=0.032), confirming the antiangiogenic therapeutic effect of bevacizumab. None of the conventional measures were different between the two groups: Δ(vol) (P=0.9), Vol(cal) (P=0.7), Vol(met) (P=0.28), Met(max) (P=0.7), or Met(mean) (P=0.32). One texture parameter, GLSZM-SZV (visually indicating that the (18)F-FDG PET images of treated mice comprise uniformly sized clusters of different activity) had significantly different means between the two groups of mice (P=0.001). CONCLUSION: (18)F-FDG PET derived texture parameters, particularly GLSZM-SZV, may be valid biomarkers of tumor response to treatment with bevacizumab, before change in volume. Lippincott Williams & Wilkins 2019-06 2019-03-18 /pmc/articles/PMC6553522/ /pubmed/30893213 http://dx.doi.org/10.1097/MNM.0000000000000992 Text en Copyright © 2019 The Author(s). Published by Wolters Kluwer Health, Inc. This is an open access article distributed under the Creative Commons Attribution License 4.0 (http://creativecommons.org/licenses/by/4.0/) (CCBY), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Original Articles Bashir, Usman Weeks, Amanda Goda, Jayant S. Siddique, Muhammad Goh, Vicky Cook, Gary J. Measurement of (18)F-FDG PET tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model |
title | Measurement of (18)F-FDG PET tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model |
title_full | Measurement of (18)F-FDG PET tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model |
title_fullStr | Measurement of (18)F-FDG PET tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model |
title_full_unstemmed | Measurement of (18)F-FDG PET tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model |
title_short | Measurement of (18)F-FDG PET tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model |
title_sort | measurement of (18)f-fdg pet tumor heterogeneity improves early assessment of response to bevacizumab compared with the standard size and uptake metrics in a colorectal cancer model |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6553522/ https://www.ncbi.nlm.nih.gov/pubmed/30893213 http://dx.doi.org/10.1097/MNM.0000000000000992 |
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