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Whole Tumor Histogram-profiling of Diffusion-Weighted Magnetic Resonance Images Reflects Tumorbiological Features of Primary Central Nervous System Lymphoma

PURPOSE: Diffusion weighted imaging (DWI) quantifies motion of hydrogen nuclei in biological tissues and hereby has been used to assess the underlying tissue microarchitecture. Histogram-profiling of DWI provides more detailed information on diffusion characteristics of a lesion than the standardly...

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Autores principales: Schob, Stefan, Münch, Benno, Dieckow, Julia, Quäschling, Ulf, Hoffmann, Karl-Titus, Richter, Cindy, Garnov, Nikita, Frydrychowicz, Clara, Krause, Matthias, Meyer, Hans-Jonas, Surov, Alexey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5884194/
https://www.ncbi.nlm.nih.gov/pubmed/29522972
http://dx.doi.org/10.1016/j.tranon.2018.02.006
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author Schob, Stefan
Münch, Benno
Dieckow, Julia
Quäschling, Ulf
Hoffmann, Karl-Titus
Richter, Cindy
Garnov, Nikita
Frydrychowicz, Clara
Krause, Matthias
Meyer, Hans-Jonas
Surov, Alexey
author_facet Schob, Stefan
Münch, Benno
Dieckow, Julia
Quäschling, Ulf
Hoffmann, Karl-Titus
Richter, Cindy
Garnov, Nikita
Frydrychowicz, Clara
Krause, Matthias
Meyer, Hans-Jonas
Surov, Alexey
author_sort Schob, Stefan
collection PubMed
description PURPOSE: Diffusion weighted imaging (DWI) quantifies motion of hydrogen nuclei in biological tissues and hereby has been used to assess the underlying tissue microarchitecture. Histogram-profiling of DWI provides more detailed information on diffusion characteristics of a lesion than the standardly calculated values of the apparent diffusion coefficient (ADC)—minimum, mean and maximum. Hence, the aim of our study was to investigate, which parameters of histogram-profiling of DWI in primary central nervous system lymphoma can be used to specifically predict features like cellular density, chromatin content and proliferative activity. PROCEDURES: Pre-treatment ADC maps of 21 PCNSL patients (8 female, 13 male, 28–89 years) from a 1.5T system were used for Matlab-based histogram profiling. Results of histopathology (H&E staining) and immunohistochemistry (Ki-67 expression) were quantified. Correlations between histogram-profiling parameters and neuropathologic examination were calculated using SPSS 23.0. RESULTS: The lower percentiles (p10 and p25) showed significant correlations with structural parameters of the neuropathologic examination (cellular density, chromatin content). The highest percentile, p90, correlated significantly with Ki-67 expression, resembling proliferative activity. Kurtosis of the ADC histogram correlated significantly with cellular density. CONCLUSIONS: Histogram-profiling of DWI in PCNSL provides a comprehensible set of parameters, which reflect distinct tumor-architectural and tumor-biological features, and hence, are promising biomarkers for treatment response and prognosis.
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spelling pubmed-58841942018-04-06 Whole Tumor Histogram-profiling of Diffusion-Weighted Magnetic Resonance Images Reflects Tumorbiological Features of Primary Central Nervous System Lymphoma Schob, Stefan Münch, Benno Dieckow, Julia Quäschling, Ulf Hoffmann, Karl-Titus Richter, Cindy Garnov, Nikita Frydrychowicz, Clara Krause, Matthias Meyer, Hans-Jonas Surov, Alexey Transl Oncol Original article PURPOSE: Diffusion weighted imaging (DWI) quantifies motion of hydrogen nuclei in biological tissues and hereby has been used to assess the underlying tissue microarchitecture. Histogram-profiling of DWI provides more detailed information on diffusion characteristics of a lesion than the standardly calculated values of the apparent diffusion coefficient (ADC)—minimum, mean and maximum. Hence, the aim of our study was to investigate, which parameters of histogram-profiling of DWI in primary central nervous system lymphoma can be used to specifically predict features like cellular density, chromatin content and proliferative activity. PROCEDURES: Pre-treatment ADC maps of 21 PCNSL patients (8 female, 13 male, 28–89 years) from a 1.5T system were used for Matlab-based histogram profiling. Results of histopathology (H&E staining) and immunohistochemistry (Ki-67 expression) were quantified. Correlations between histogram-profiling parameters and neuropathologic examination were calculated using SPSS 23.0. RESULTS: The lower percentiles (p10 and p25) showed significant correlations with structural parameters of the neuropathologic examination (cellular density, chromatin content). The highest percentile, p90, correlated significantly with Ki-67 expression, resembling proliferative activity. Kurtosis of the ADC histogram correlated significantly with cellular density. CONCLUSIONS: Histogram-profiling of DWI in PCNSL provides a comprehensible set of parameters, which reflect distinct tumor-architectural and tumor-biological features, and hence, are promising biomarkers for treatment response and prognosis. Neoplasia Press 2018-03-06 /pmc/articles/PMC5884194/ /pubmed/29522972 http://dx.doi.org/10.1016/j.tranon.2018.02.006 Text en © 2018. Published by Elsevier Inc. on behalf of Neoplasia Press, Inc. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original article
Schob, Stefan
Münch, Benno
Dieckow, Julia
Quäschling, Ulf
Hoffmann, Karl-Titus
Richter, Cindy
Garnov, Nikita
Frydrychowicz, Clara
Krause, Matthias
Meyer, Hans-Jonas
Surov, Alexey
Whole Tumor Histogram-profiling of Diffusion-Weighted Magnetic Resonance Images Reflects Tumorbiological Features of Primary Central Nervous System Lymphoma
title Whole Tumor Histogram-profiling of Diffusion-Weighted Magnetic Resonance Images Reflects Tumorbiological Features of Primary Central Nervous System Lymphoma
title_full Whole Tumor Histogram-profiling of Diffusion-Weighted Magnetic Resonance Images Reflects Tumorbiological Features of Primary Central Nervous System Lymphoma
title_fullStr Whole Tumor Histogram-profiling of Diffusion-Weighted Magnetic Resonance Images Reflects Tumorbiological Features of Primary Central Nervous System Lymphoma
title_full_unstemmed Whole Tumor Histogram-profiling of Diffusion-Weighted Magnetic Resonance Images Reflects Tumorbiological Features of Primary Central Nervous System Lymphoma
title_short Whole Tumor Histogram-profiling of Diffusion-Weighted Magnetic Resonance Images Reflects Tumorbiological Features of Primary Central Nervous System Lymphoma
title_sort whole tumor histogram-profiling of diffusion-weighted magnetic resonance images reflects tumorbiological features of primary central nervous system lymphoma
topic Original article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5884194/
https://www.ncbi.nlm.nih.gov/pubmed/29522972
http://dx.doi.org/10.1016/j.tranon.2018.02.006
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