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Texture analysis of (125)I-A5B7 anti-CEA antibody SPECT differentiates metastatic colorectal cancer model phenotypes and anti-vascular therapy response
BACKGROUND: We aimed to test the ability of texture analysis to differentiate the spatial heterogeneity of (125)I-A5B7 anti-carcinoembryonic antigen antibody distribution by nano-single photon emission computed tomography (SPECT) in well-differentiated (SW1222) and poorly differentiated (LS174T) hep...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4580400/ https://www.ncbi.nlm.nih.gov/pubmed/25989271 http://dx.doi.org/10.1038/bjc.2015.166 |
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author | Rajkumar, V Goh, V Siddique, M Robson, M Boxer, G Pedley, R B Cook, G J R |
author_facet | Rajkumar, V Goh, V Siddique, M Robson, M Boxer, G Pedley, R B Cook, G J R |
author_sort | Rajkumar, V |
collection | PubMed |
description | BACKGROUND: We aimed to test the ability of texture analysis to differentiate the spatial heterogeneity of (125)I-A5B7 anti-carcinoembryonic antigen antibody distribution by nano-single photon emission computed tomography (SPECT) in well-differentiated (SW1222) and poorly differentiated (LS174T) hepatic metastatic colorectal cancer models before and after combretastatin A1 di-phosphate anti-vascular therapy. METHODS: Nano-SPECT imaging was performed following tail vein injection of 20 MBq (125)I-A5B7 in control CD1 nude mice (LS174T, n=3 and SW1222, n=4), and CA1P-treated mice (LS174T, n=3; SW1222, n=4) with liver metastases. Grey-level co-occurrence matrix textural features (uniformity, homogeneity, entropy and contrast) were calculated in up to three liver metastases in 14 mice from control and treatment groups. RESULTS: Before treatment, the LS174T metastases (n=7) were more heterogeneous than SW1222 metastases (n=12) (uniformity, P=0.028; homogeneity, P=0.01; contrast, P=0.045). Following CA1P, LS174T metastases (n=8) showed less heterogeneity than untreated LS174T controls (uniformity, P=0.021; entropy, P=0.006). Combretastatin A1 di-phosphate-treated SW1222 metastases (n=11) showed no difference in texture features compared with controls (all P>0.05). CONCLUSIONS: Supporting the potential for novel imaging biomarkers, texture analysis of (125)I-A5B7 SPECT shows differences in spatial heterogeneity of antibody distribution between well-differentiated (SW1222) and poorly differentiated (LS174T) liver metastases before treatment. Following anti-vascular treatment, LS174T metastases, but not SW1222 metastases, were less heterogeneous. |
format | Online Article Text |
id | pubmed-4580400 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-45804002016-06-09 Texture analysis of (125)I-A5B7 anti-CEA antibody SPECT differentiates metastatic colorectal cancer model phenotypes and anti-vascular therapy response Rajkumar, V Goh, V Siddique, M Robson, M Boxer, G Pedley, R B Cook, G J R Br J Cancer Translational Therapeutics BACKGROUND: We aimed to test the ability of texture analysis to differentiate the spatial heterogeneity of (125)I-A5B7 anti-carcinoembryonic antigen antibody distribution by nano-single photon emission computed tomography (SPECT) in well-differentiated (SW1222) and poorly differentiated (LS174T) hepatic metastatic colorectal cancer models before and after combretastatin A1 di-phosphate anti-vascular therapy. METHODS: Nano-SPECT imaging was performed following tail vein injection of 20 MBq (125)I-A5B7 in control CD1 nude mice (LS174T, n=3 and SW1222, n=4), and CA1P-treated mice (LS174T, n=3; SW1222, n=4) with liver metastases. Grey-level co-occurrence matrix textural features (uniformity, homogeneity, entropy and contrast) were calculated in up to three liver metastases in 14 mice from control and treatment groups. RESULTS: Before treatment, the LS174T metastases (n=7) were more heterogeneous than SW1222 metastases (n=12) (uniformity, P=0.028; homogeneity, P=0.01; contrast, P=0.045). Following CA1P, LS174T metastases (n=8) showed less heterogeneity than untreated LS174T controls (uniformity, P=0.021; entropy, P=0.006). Combretastatin A1 di-phosphate-treated SW1222 metastases (n=11) showed no difference in texture features compared with controls (all P>0.05). CONCLUSIONS: Supporting the potential for novel imaging biomarkers, texture analysis of (125)I-A5B7 SPECT shows differences in spatial heterogeneity of antibody distribution between well-differentiated (SW1222) and poorly differentiated (LS174T) liver metastases before treatment. Following anti-vascular treatment, LS174T metastases, but not SW1222 metastases, were less heterogeneous. Nature Publishing Group 2015-06-09 2015-05-19 /pmc/articles/PMC4580400/ /pubmed/25989271 http://dx.doi.org/10.1038/bjc.2015.166 Text en Copyright © 2015 Cancer Research UK http://creativecommons.org/licenses/by-nc-sa/4.0/ From twelve months after its original publication, this work is licensed under the Creative Commons Attribution-NonCommercial-Share Alike 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/ |
spellingShingle | Translational Therapeutics Rajkumar, V Goh, V Siddique, M Robson, M Boxer, G Pedley, R B Cook, G J R Texture analysis of (125)I-A5B7 anti-CEA antibody SPECT differentiates metastatic colorectal cancer model phenotypes and anti-vascular therapy response |
title | Texture analysis of (125)I-A5B7 anti-CEA antibody SPECT differentiates
metastatic colorectal cancer model phenotypes and anti-vascular therapy
response |
title_full | Texture analysis of (125)I-A5B7 anti-CEA antibody SPECT differentiates
metastatic colorectal cancer model phenotypes and anti-vascular therapy
response |
title_fullStr | Texture analysis of (125)I-A5B7 anti-CEA antibody SPECT differentiates
metastatic colorectal cancer model phenotypes and anti-vascular therapy
response |
title_full_unstemmed | Texture analysis of (125)I-A5B7 anti-CEA antibody SPECT differentiates
metastatic colorectal cancer model phenotypes and anti-vascular therapy
response |
title_short | Texture analysis of (125)I-A5B7 anti-CEA antibody SPECT differentiates
metastatic colorectal cancer model phenotypes and anti-vascular therapy
response |
title_sort | texture analysis of (125)i-a5b7 anti-cea antibody spect differentiates
metastatic colorectal cancer model phenotypes and anti-vascular therapy
response |
topic | Translational Therapeutics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4580400/ https://www.ncbi.nlm.nih.gov/pubmed/25989271 http://dx.doi.org/10.1038/bjc.2015.166 |
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