Cargando…

Whole Tumor Histogram Analysis Using DW MRI in Primary Central Nervous System Lymphoma Correlates with Tumor Biomarkers and Outcome

The ability to non-invasively predict outcomes and monitor treatment response in primary central nervous system lymphoma (PCNSL) is important as treatment regimens are constantly being trialed. The aim of this study was to assess the validity of using apparent diffusion coefficient (ADC) histogram v...

Descripción completa

Detalles Bibliográficos
Autores principales: Chong, Insun, Ostrom, Quinn, Khan, Bilal, Dandachi, Dima, Garg, Naveen, Kotrotsou, Aikaterini, Colen, Rivka, Morón, Fanny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6827036/
https://www.ncbi.nlm.nih.gov/pubmed/31597366
http://dx.doi.org/10.3390/cancers11101506
_version_ 1783465234363580416
author Chong, Insun
Ostrom, Quinn
Khan, Bilal
Dandachi, Dima
Garg, Naveen
Kotrotsou, Aikaterini
Colen, Rivka
Morón, Fanny
author_facet Chong, Insun
Ostrom, Quinn
Khan, Bilal
Dandachi, Dima
Garg, Naveen
Kotrotsou, Aikaterini
Colen, Rivka
Morón, Fanny
author_sort Chong, Insun
collection PubMed
description The ability to non-invasively predict outcomes and monitor treatment response in primary central nervous system lymphoma (PCNSL) is important as treatment regimens are constantly being trialed. The aim of this study was to assess the validity of using apparent diffusion coefficient (ADC) histogram values to predict Ki-67 expression, a tumor proliferation marker, and patient outcomes in PCNSL in both immunocompetent patients and patients living with HIV (PLWH). Qualitative PCNSL magnetic resonance imaging (MRI) characteristics from 93 patients (23 PLWH and 70 immunocompetent) were analyzed, and whole tumor segmentation was performed on the ADC maps. Quantitative histogram analyses of the segmentations were calculated. These measures were compared to PCNSL Ki-67 expression. Progression-free survival (PFS) and overall survival (OS) were analyzed via comparison to the International Primary Central Nervous System Lymphoma Collaboration Group Response Criteria. Associations between ADC measures and clinical outcomes were assessed using univariate and multivariate Cox proportional hazards models. Normalized ADC (nADC)(Min), nADC(Mean), nADC(1), nADC(5), and nADC(15) values were significantly associated with a poorer OS. nADC(Max), nADC(Mean), nADC(5), nADC(15), nADC(75), nADC(95), nADC(99) inversely correlated with Ki-67 expression. OS was also significantly associated with lesion hemorrhage. PFS was not significantly associated with ADC values but with lesion hemorrhage. ADC histogram values and related parameters can predict the degree of tumor proliferation and patient outcomes for primary central nervous system lymphoma patients and in both immunocompetent patients and patients living with HIV.
format Online
Article
Text
id pubmed-6827036
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-68270362019-11-18 Whole Tumor Histogram Analysis Using DW MRI in Primary Central Nervous System Lymphoma Correlates with Tumor Biomarkers and Outcome Chong, Insun Ostrom, Quinn Khan, Bilal Dandachi, Dima Garg, Naveen Kotrotsou, Aikaterini Colen, Rivka Morón, Fanny Cancers (Basel) Article The ability to non-invasively predict outcomes and monitor treatment response in primary central nervous system lymphoma (PCNSL) is important as treatment regimens are constantly being trialed. The aim of this study was to assess the validity of using apparent diffusion coefficient (ADC) histogram values to predict Ki-67 expression, a tumor proliferation marker, and patient outcomes in PCNSL in both immunocompetent patients and patients living with HIV (PLWH). Qualitative PCNSL magnetic resonance imaging (MRI) characteristics from 93 patients (23 PLWH and 70 immunocompetent) were analyzed, and whole tumor segmentation was performed on the ADC maps. Quantitative histogram analyses of the segmentations were calculated. These measures were compared to PCNSL Ki-67 expression. Progression-free survival (PFS) and overall survival (OS) were analyzed via comparison to the International Primary Central Nervous System Lymphoma Collaboration Group Response Criteria. Associations between ADC measures and clinical outcomes were assessed using univariate and multivariate Cox proportional hazards models. Normalized ADC (nADC)(Min), nADC(Mean), nADC(1), nADC(5), and nADC(15) values were significantly associated with a poorer OS. nADC(Max), nADC(Mean), nADC(5), nADC(15), nADC(75), nADC(95), nADC(99) inversely correlated with Ki-67 expression. OS was also significantly associated with lesion hemorrhage. PFS was not significantly associated with ADC values but with lesion hemorrhage. ADC histogram values and related parameters can predict the degree of tumor proliferation and patient outcomes for primary central nervous system lymphoma patients and in both immunocompetent patients and patients living with HIV. MDPI 2019-10-08 /pmc/articles/PMC6827036/ /pubmed/31597366 http://dx.doi.org/10.3390/cancers11101506 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chong, Insun
Ostrom, Quinn
Khan, Bilal
Dandachi, Dima
Garg, Naveen
Kotrotsou, Aikaterini
Colen, Rivka
Morón, Fanny
Whole Tumor Histogram Analysis Using DW MRI in Primary Central Nervous System Lymphoma Correlates with Tumor Biomarkers and Outcome
title Whole Tumor Histogram Analysis Using DW MRI in Primary Central Nervous System Lymphoma Correlates with Tumor Biomarkers and Outcome
title_full Whole Tumor Histogram Analysis Using DW MRI in Primary Central Nervous System Lymphoma Correlates with Tumor Biomarkers and Outcome
title_fullStr Whole Tumor Histogram Analysis Using DW MRI in Primary Central Nervous System Lymphoma Correlates with Tumor Biomarkers and Outcome
title_full_unstemmed Whole Tumor Histogram Analysis Using DW MRI in Primary Central Nervous System Lymphoma Correlates with Tumor Biomarkers and Outcome
title_short Whole Tumor Histogram Analysis Using DW MRI in Primary Central Nervous System Lymphoma Correlates with Tumor Biomarkers and Outcome
title_sort whole tumor histogram analysis using dw mri in primary central nervous system lymphoma correlates with tumor biomarkers and outcome
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6827036/
https://www.ncbi.nlm.nih.gov/pubmed/31597366
http://dx.doi.org/10.3390/cancers11101506
work_keys_str_mv AT chonginsun wholetumorhistogramanalysisusingdwmriinprimarycentralnervoussystemlymphomacorrelateswithtumorbiomarkersandoutcome
AT ostromquinn wholetumorhistogramanalysisusingdwmriinprimarycentralnervoussystemlymphomacorrelateswithtumorbiomarkersandoutcome
AT khanbilal wholetumorhistogramanalysisusingdwmriinprimarycentralnervoussystemlymphomacorrelateswithtumorbiomarkersandoutcome
AT dandachidima wholetumorhistogramanalysisusingdwmriinprimarycentralnervoussystemlymphomacorrelateswithtumorbiomarkersandoutcome
AT gargnaveen wholetumorhistogramanalysisusingdwmriinprimarycentralnervoussystemlymphomacorrelateswithtumorbiomarkersandoutcome
AT kotrotsouaikaterini wholetumorhistogramanalysisusingdwmriinprimarycentralnervoussystemlymphomacorrelateswithtumorbiomarkersandoutcome
AT colenrivka wholetumorhistogramanalysisusingdwmriinprimarycentralnervoussystemlymphomacorrelateswithtumorbiomarkersandoutcome
AT moronfanny wholetumorhistogramanalysisusingdwmriinprimarycentralnervoussystemlymphomacorrelateswithtumorbiomarkersandoutcome