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Diffusion-weighted MR imaging histogram analysis in HIV positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation
Introduction: Ki-67 expression, a marker of tumor proliferation, is considered a prognostic factor in primary CNS lymphoma (PCNSL). Apparent diffusion coefficient (ADC) parameters have also been proposed as imaging biomarkers for tumor progression and proliferative activity in various malignancies....
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7665236/ https://www.ncbi.nlm.nih.gov/pubmed/33227089 http://dx.doi.org/10.18632/oncotarget.27800 |
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author | Khan, Bilal Chong, Insun Ostrom, Quinn Ahmed, Sara Dandachi, Dima Kotrotsou, Aikaterini Colen, Rivka Morón, Fanny |
author_facet | Khan, Bilal Chong, Insun Ostrom, Quinn Ahmed, Sara Dandachi, Dima Kotrotsou, Aikaterini Colen, Rivka Morón, Fanny |
author_sort | Khan, Bilal |
collection | PubMed |
description | Introduction: Ki-67 expression, a marker of tumor proliferation, is considered a prognostic factor in primary CNS lymphoma (PCNSL). Apparent diffusion coefficient (ADC) parameters have also been proposed as imaging biomarkers for tumor progression and proliferative activity in various malignancies. The aim of this study is to investigate the correlation between ADC parameters, Ki-67 expression, overall survival (OS) and progression free survival (PFS) in PCNSL. Materials and Methods: Patients diagnosed with PCNSL at MD Anderson Cancer Center between Mar 2000 and Jul 2016 and at Ben Taub Hospital between Jan 2012 and Dec 2016 were retrospectively studied. Co-registered ADC maps and post-contrast images underwent whole tumor segmentation. Normalized ADC parameters (nADC) were calculated as the ratio to normal white matter. Percentiles of nADC were calculated and were correlated with Ki-67 using Pearson’s correlation coefficient and clinical outcomes (OS and PFS) using Cox proportional hazards models. Results: Selection criteria yielded 90 patients, 23 patients living with HIV (PLWH) and 67 immunocompetent patients. Above median values for nADC(mean), nADC(15), nADC(75) and nADC(95) were associated with improved OS in all patients (p < 0.05). Above median values for nADC(min), nADC(mean), nADC(1), nADC(5) and kurtosis were associated with improved PFS in all patients (p < 0.05). In patients with available Ki-67 expression data (n = 22), nADC(mean), nADC(15) and nADC(75) inversely correlated with Ki-67 expression (p < 0.05). For PLWH, there was no correlation between ADC parameters and Ki-67 expression or clinical outcomes. Conclusions: ADC histogram analysis can predict tumor proliferation and survival in immunocompetent patients with PCNSL, but with limited utility in PLWH. |
format | Online Article Text |
id | pubmed-7665236 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-76652362020-11-20 Diffusion-weighted MR imaging histogram analysis in HIV positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation Khan, Bilal Chong, Insun Ostrom, Quinn Ahmed, Sara Dandachi, Dima Kotrotsou, Aikaterini Colen, Rivka Morón, Fanny Oncotarget Research Paper Introduction: Ki-67 expression, a marker of tumor proliferation, is considered a prognostic factor in primary CNS lymphoma (PCNSL). Apparent diffusion coefficient (ADC) parameters have also been proposed as imaging biomarkers for tumor progression and proliferative activity in various malignancies. The aim of this study is to investigate the correlation between ADC parameters, Ki-67 expression, overall survival (OS) and progression free survival (PFS) in PCNSL. Materials and Methods: Patients diagnosed with PCNSL at MD Anderson Cancer Center between Mar 2000 and Jul 2016 and at Ben Taub Hospital between Jan 2012 and Dec 2016 were retrospectively studied. Co-registered ADC maps and post-contrast images underwent whole tumor segmentation. Normalized ADC parameters (nADC) were calculated as the ratio to normal white matter. Percentiles of nADC were calculated and were correlated with Ki-67 using Pearson’s correlation coefficient and clinical outcomes (OS and PFS) using Cox proportional hazards models. Results: Selection criteria yielded 90 patients, 23 patients living with HIV (PLWH) and 67 immunocompetent patients. Above median values for nADC(mean), nADC(15), nADC(75) and nADC(95) were associated with improved OS in all patients (p < 0.05). Above median values for nADC(min), nADC(mean), nADC(1), nADC(5) and kurtosis were associated with improved PFS in all patients (p < 0.05). In patients with available Ki-67 expression data (n = 22), nADC(mean), nADC(15) and nADC(75) inversely correlated with Ki-67 expression (p < 0.05). For PLWH, there was no correlation between ADC parameters and Ki-67 expression or clinical outcomes. Conclusions: ADC histogram analysis can predict tumor proliferation and survival in immunocompetent patients with PCNSL, but with limited utility in PLWH. Impact Journals LLC 2020-11-10 /pmc/articles/PMC7665236/ /pubmed/33227089 http://dx.doi.org/10.18632/oncotarget.27800 Text en Copyright: © 2020 Khan et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Khan, Bilal Chong, Insun Ostrom, Quinn Ahmed, Sara Dandachi, Dima Kotrotsou, Aikaterini Colen, Rivka Morón, Fanny Diffusion-weighted MR imaging histogram analysis in HIV positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation |
title | Diffusion-weighted MR imaging histogram analysis in HIV positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation |
title_full | Diffusion-weighted MR imaging histogram analysis in HIV positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation |
title_fullStr | Diffusion-weighted MR imaging histogram analysis in HIV positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation |
title_full_unstemmed | Diffusion-weighted MR imaging histogram analysis in HIV positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation |
title_short | Diffusion-weighted MR imaging histogram analysis in HIV positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation |
title_sort | diffusion-weighted mr imaging histogram analysis in hiv positive and negative patients with primary central nervous system lymphoma as a predictor of outcome and tumor proliferation |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7665236/ https://www.ncbi.nlm.nih.gov/pubmed/33227089 http://dx.doi.org/10.18632/oncotarget.27800 |
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