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Computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer

OBJECTIVES: Assess computed tomography texture analysis of patients likely to benefit from nivolumab. MATERIALS & METHODS: Texture analysis was used to quantify heterogeneity within the largest tumor before immunotherapy. Histogram analysis was classified as hyperdense (positive skewness) or hyp...

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Autores principales: Ladwa, Rahul, Roberts, Kate E, O’Leary, Connor, Maggacis, Nicole, O’Byrne, Kenneth J, Miles, Kenneth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Future Medicine Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7399606/
https://www.ncbi.nlm.nih.gov/pubmed/32774469
http://dx.doi.org/10.2217/lmt-2020-0002
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author Ladwa, Rahul
Roberts, Kate E
O’Leary, Connor
Maggacis, Nicole
O’Byrne, Kenneth J
Miles, Kenneth
author_facet Ladwa, Rahul
Roberts, Kate E
O’Leary, Connor
Maggacis, Nicole
O’Byrne, Kenneth J
Miles, Kenneth
author_sort Ladwa, Rahul
collection PubMed
description OBJECTIVES: Assess computed tomography texture analysis of patients likely to benefit from nivolumab. MATERIALS & METHODS: Texture analysis was used to quantify heterogeneity within the largest tumor before immunotherapy. Histogram analysis was classified as hyperdense (positive skewness) or hypodense (negative skewness) and subclassified on median standard deviation value or entropy measurement. RESULTS: 47 patients were included. At a median follow-up of 18 months, statistical significant differences in progression-free survival were observed when stratified by positive skewness with low entropy, hazard ratio: 0.43 (0.19–0.95); p = 0.036, and positive skewness with low standard deviation, hazard ratio: 0.42 (0.18–0.96); p = 0.04. CONCLUSION: Patients who derive a clinical benefit to Nivolumab show a computed tomography texture of a hyperdense yet homogenous tumor.
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spelling pubmed-73996062020-08-06 Computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer Ladwa, Rahul Roberts, Kate E O’Leary, Connor Maggacis, Nicole O’Byrne, Kenneth J Miles, Kenneth Lung Cancer Manag Research Article OBJECTIVES: Assess computed tomography texture analysis of patients likely to benefit from nivolumab. MATERIALS & METHODS: Texture analysis was used to quantify heterogeneity within the largest tumor before immunotherapy. Histogram analysis was classified as hyperdense (positive skewness) or hypodense (negative skewness) and subclassified on median standard deviation value or entropy measurement. RESULTS: 47 patients were included. At a median follow-up of 18 months, statistical significant differences in progression-free survival were observed when stratified by positive skewness with low entropy, hazard ratio: 0.43 (0.19–0.95); p = 0.036, and positive skewness with low standard deviation, hazard ratio: 0.42 (0.18–0.96); p = 0.04. CONCLUSION: Patients who derive a clinical benefit to Nivolumab show a computed tomography texture of a hyperdense yet homogenous tumor. Future Medicine Ltd 2020-07-22 /pmc/articles/PMC7399606/ /pubmed/32774469 http://dx.doi.org/10.2217/lmt-2020-0002 Text en © 2020 Rahul Ladwa This work is licensed under the Attribution-NonCommercial-NoDerivatives 4.0 Unported License (http://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Research Article
Ladwa, Rahul
Roberts, Kate E
O’Leary, Connor
Maggacis, Nicole
O’Byrne, Kenneth J
Miles, Kenneth
Computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer
title Computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer
title_full Computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer
title_fullStr Computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer
title_full_unstemmed Computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer
title_short Computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer
title_sort computed tomography texture analysis of response to second-line nivolumab in metastatic non-small cell lung cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7399606/
https://www.ncbi.nlm.nih.gov/pubmed/32774469
http://dx.doi.org/10.2217/lmt-2020-0002
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