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Heterogeneity of Glycolytic Phenotype Determined by (18)F-FDG PET/CT Using Coefficient of Variation in Patients with Advanced Non-Small Cell Lung Cancer
We investigated the role of Coefficient of Variation (CoV), a first-order texture parameter derived from (18)F-FDG PET/CT, in the prognosis of Non-Small Cell Lung Cancer (NSCLC) patients. Eighty-four patients with advanced NSCLC who underwent (18)F-FDG PET/CT before therapy were retrospectively stud...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378511/ https://www.ncbi.nlm.nih.gov/pubmed/37510192 http://dx.doi.org/10.3390/diagnostics13142448 |
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author | Pellegrino, Sara Fonti, Rosa Hakkak Moghadam Torbati, Armin Bologna, Roberto Morra, Rocco Damiano, Vincenzo Matano, Elide De Placido, Sabino Del Vecchio, Silvana |
author_facet | Pellegrino, Sara Fonti, Rosa Hakkak Moghadam Torbati, Armin Bologna, Roberto Morra, Rocco Damiano, Vincenzo Matano, Elide De Placido, Sabino Del Vecchio, Silvana |
author_sort | Pellegrino, Sara |
collection | PubMed |
description | We investigated the role of Coefficient of Variation (CoV), a first-order texture parameter derived from (18)F-FDG PET/CT, in the prognosis of Non-Small Cell Lung Cancer (NSCLC) patients. Eighty-four patients with advanced NSCLC who underwent (18)F-FDG PET/CT before therapy were retrospectively studied. SUVmax, SUVmean, CoV, total Metabolic Tumor Volume (MTV(TOT)) and whole-body Total Lesion Glycolysis (TLG(WB)) were determined by an automated contouring program (SUV threshold at 2.5). We analyzed 194 lesions: primary tumors (n = 84), regional (n = 48) and non-regional (n = 17) lymph nodes and metastases in liver (n = 9), bone (n = 23) and other sites (n = 13); average CoVs were 0.36 ± 0.13, 0.36 ± 0.14, 0.42 ± 0.18, 0.30 ± 0.14, 0.37 ± 0.17, 0.34 ± 0.13, respectively. No significant differences were found between the CoV values among the different lesion categories. Survival analysis included age, gender, histology, stage, MTV(TOT), TLG(WB) and imaging parameters derived from primary tumors. At univariate analysis, CoV (p = 0.0184), MTV(TOT) (p = 0.0050), TLG(WB) (p = 0.0108) and stage (p = 0.0041) predicted Overall Survival (OS). At multivariate analysis, age, CoV, MTV(TOT) and stage were retained in the model (p = 0.0001). Patients with CoV > 0.38 had significantly better OS than those with CoV ≤ 0.38 (p = 0.0143). Patients with MTV(TOT) ≤ 89.5 mL had higher OS than those with MTV(TOT) > 89.5 mL (p = 0.0063). Combining CoV and MTV(TOT), patients with CoV ≤ 0.38 and MTV(TOT) > 89.5 mL had the worst prognosis. CoV, by reflecting the heterogeneity of glycolytic phenotype, can predict clinical outcomes in NSCLC patients. |
format | Online Article Text |
id | pubmed-10378511 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103785112023-07-29 Heterogeneity of Glycolytic Phenotype Determined by (18)F-FDG PET/CT Using Coefficient of Variation in Patients with Advanced Non-Small Cell Lung Cancer Pellegrino, Sara Fonti, Rosa Hakkak Moghadam Torbati, Armin Bologna, Roberto Morra, Rocco Damiano, Vincenzo Matano, Elide De Placido, Sabino Del Vecchio, Silvana Diagnostics (Basel) Article We investigated the role of Coefficient of Variation (CoV), a first-order texture parameter derived from (18)F-FDG PET/CT, in the prognosis of Non-Small Cell Lung Cancer (NSCLC) patients. Eighty-four patients with advanced NSCLC who underwent (18)F-FDG PET/CT before therapy were retrospectively studied. SUVmax, SUVmean, CoV, total Metabolic Tumor Volume (MTV(TOT)) and whole-body Total Lesion Glycolysis (TLG(WB)) were determined by an automated contouring program (SUV threshold at 2.5). We analyzed 194 lesions: primary tumors (n = 84), regional (n = 48) and non-regional (n = 17) lymph nodes and metastases in liver (n = 9), bone (n = 23) and other sites (n = 13); average CoVs were 0.36 ± 0.13, 0.36 ± 0.14, 0.42 ± 0.18, 0.30 ± 0.14, 0.37 ± 0.17, 0.34 ± 0.13, respectively. No significant differences were found between the CoV values among the different lesion categories. Survival analysis included age, gender, histology, stage, MTV(TOT), TLG(WB) and imaging parameters derived from primary tumors. At univariate analysis, CoV (p = 0.0184), MTV(TOT) (p = 0.0050), TLG(WB) (p = 0.0108) and stage (p = 0.0041) predicted Overall Survival (OS). At multivariate analysis, age, CoV, MTV(TOT) and stage were retained in the model (p = 0.0001). Patients with CoV > 0.38 had significantly better OS than those with CoV ≤ 0.38 (p = 0.0143). Patients with MTV(TOT) ≤ 89.5 mL had higher OS than those with MTV(TOT) > 89.5 mL (p = 0.0063). Combining CoV and MTV(TOT), patients with CoV ≤ 0.38 and MTV(TOT) > 89.5 mL had the worst prognosis. CoV, by reflecting the heterogeneity of glycolytic phenotype, can predict clinical outcomes in NSCLC patients. MDPI 2023-07-22 /pmc/articles/PMC10378511/ /pubmed/37510192 http://dx.doi.org/10.3390/diagnostics13142448 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pellegrino, Sara Fonti, Rosa Hakkak Moghadam Torbati, Armin Bologna, Roberto Morra, Rocco Damiano, Vincenzo Matano, Elide De Placido, Sabino Del Vecchio, Silvana Heterogeneity of Glycolytic Phenotype Determined by (18)F-FDG PET/CT Using Coefficient of Variation in Patients with Advanced Non-Small Cell Lung Cancer |
title | Heterogeneity of Glycolytic Phenotype Determined by (18)F-FDG PET/CT Using Coefficient of Variation in Patients with Advanced Non-Small Cell Lung Cancer |
title_full | Heterogeneity of Glycolytic Phenotype Determined by (18)F-FDG PET/CT Using Coefficient of Variation in Patients with Advanced Non-Small Cell Lung Cancer |
title_fullStr | Heterogeneity of Glycolytic Phenotype Determined by (18)F-FDG PET/CT Using Coefficient of Variation in Patients with Advanced Non-Small Cell Lung Cancer |
title_full_unstemmed | Heterogeneity of Glycolytic Phenotype Determined by (18)F-FDG PET/CT Using Coefficient of Variation in Patients with Advanced Non-Small Cell Lung Cancer |
title_short | Heterogeneity of Glycolytic Phenotype Determined by (18)F-FDG PET/CT Using Coefficient of Variation in Patients with Advanced Non-Small Cell Lung Cancer |
title_sort | heterogeneity of glycolytic phenotype determined by (18)f-fdg pet/ct using coefficient of variation in patients with advanced non-small cell lung cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378511/ https://www.ncbi.nlm.nih.gov/pubmed/37510192 http://dx.doi.org/10.3390/diagnostics13142448 |
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