Cargando…

Associations between Histogram Analysis Parameters Derived from DCE-MRI and Histopathological Features including Expression of EGFR, p16, VEGF, Hif1-alpha, and p53 in HNSCC

BACKGROUND: Our purpose was to elucidate possible correlations between histogram parameters derived from dynamic contrast-enhanced MRI (DCE-MRI) with several histopathological features in head and neck squamous cell carcinomas (HNSCC). METHODS: Thirty patients with primary HNSCC were prospectively a...

Descripción completa

Detalles Bibliográficos
Autores principales: Meyer, Hans Jonas, Leifels, Leonard, Hamerla, Gordian, Höhn, Anne Kathrin, Surov, Alexey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6334376/
https://www.ncbi.nlm.nih.gov/pubmed/30718984
http://dx.doi.org/10.1155/2019/5081909
_version_ 1783387700130217984
author Meyer, Hans Jonas
Leifels, Leonard
Hamerla, Gordian
Höhn, Anne Kathrin
Surov, Alexey
author_facet Meyer, Hans Jonas
Leifels, Leonard
Hamerla, Gordian
Höhn, Anne Kathrin
Surov, Alexey
author_sort Meyer, Hans Jonas
collection PubMed
description BACKGROUND: Our purpose was to elucidate possible correlations between histogram parameters derived from dynamic contrast-enhanced MRI (DCE-MRI) with several histopathological features in head and neck squamous cell carcinomas (HNSCC). METHODS: Thirty patients with primary HNSCC were prospectively acquired. Histogram analysis was derived from the DCE-MRI parameters: K(trans), K(ep), and V(e). Additionally, in all cases, expression of human papilloma virus (p16) hypoxia-inducible factor-1-alpha (Hif1-alpha), vascular endothelial growth factor (VEGF), epidermal growth factor receptor (EGFR), and tumor suppressor protein p53 were estimated. RESULTS: K (ep) kurtosis was significantly higher in p16 tumors, and V(e) min was significantly lower in p16 tumors compared to the p16 negative tumors. In the overall sample, K(ep) entropy correlated well with EGFR expression (p=0.38, P=0.04). In p16 positive carcinomas, K(trans) max correlated with VEGF expression (p=0.46, P=0.04), K(trans) kurtosis correlated with Hif1-alpha expression (p=0.46, P=0.04), and K(trans) entropy correlated with EGFR expression (p=0.50, P=0.03). Regarding K(ep) parameters, mode correlated with VEGF expression (p=0.51, P=0.02), and entropy correlated with Hif1-alpha expression (p=0.47, P=0.04). In p16 negative carcinomas, K(ep) mode correlated with Her2 expression (p=−0.72, P=0.03), V(e) max correlated with p53 expression (p=−0.80, P=0.009), and V(e) p10 correlated with EGFR expression (p=0.68, P=0.04). CONCLUSION: DCE-MRI can reflect several histopathological features in HNSCC. Associations between DCE-MRI and histopathology in HNSCC depend on p16 status. K(ep) kurtosis and V(e) min can differentiate p16 positive and p16 negative carcinomas.
format Online
Article
Text
id pubmed-6334376
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-63343762019-02-04 Associations between Histogram Analysis Parameters Derived from DCE-MRI and Histopathological Features including Expression of EGFR, p16, VEGF, Hif1-alpha, and p53 in HNSCC Meyer, Hans Jonas Leifels, Leonard Hamerla, Gordian Höhn, Anne Kathrin Surov, Alexey Contrast Media Mol Imaging Research Article BACKGROUND: Our purpose was to elucidate possible correlations between histogram parameters derived from dynamic contrast-enhanced MRI (DCE-MRI) with several histopathological features in head and neck squamous cell carcinomas (HNSCC). METHODS: Thirty patients with primary HNSCC were prospectively acquired. Histogram analysis was derived from the DCE-MRI parameters: K(trans), K(ep), and V(e). Additionally, in all cases, expression of human papilloma virus (p16) hypoxia-inducible factor-1-alpha (Hif1-alpha), vascular endothelial growth factor (VEGF), epidermal growth factor receptor (EGFR), and tumor suppressor protein p53 were estimated. RESULTS: K (ep) kurtosis was significantly higher in p16 tumors, and V(e) min was significantly lower in p16 tumors compared to the p16 negative tumors. In the overall sample, K(ep) entropy correlated well with EGFR expression (p=0.38, P=0.04). In p16 positive carcinomas, K(trans) max correlated with VEGF expression (p=0.46, P=0.04), K(trans) kurtosis correlated with Hif1-alpha expression (p=0.46, P=0.04), and K(trans) entropy correlated with EGFR expression (p=0.50, P=0.03). Regarding K(ep) parameters, mode correlated with VEGF expression (p=0.51, P=0.02), and entropy correlated with Hif1-alpha expression (p=0.47, P=0.04). In p16 negative carcinomas, K(ep) mode correlated with Her2 expression (p=−0.72, P=0.03), V(e) max correlated with p53 expression (p=−0.80, P=0.009), and V(e) p10 correlated with EGFR expression (p=0.68, P=0.04). CONCLUSION: DCE-MRI can reflect several histopathological features in HNSCC. Associations between DCE-MRI and histopathology in HNSCC depend on p16 status. K(ep) kurtosis and V(e) min can differentiate p16 positive and p16 negative carcinomas. Hindawi 2019-01-02 /pmc/articles/PMC6334376/ /pubmed/30718984 http://dx.doi.org/10.1155/2019/5081909 Text en Copyright © 2019 Hans Jonas Meyer et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Meyer, Hans Jonas
Leifels, Leonard
Hamerla, Gordian
Höhn, Anne Kathrin
Surov, Alexey
Associations between Histogram Analysis Parameters Derived from DCE-MRI and Histopathological Features including Expression of EGFR, p16, VEGF, Hif1-alpha, and p53 in HNSCC
title Associations between Histogram Analysis Parameters Derived from DCE-MRI and Histopathological Features including Expression of EGFR, p16, VEGF, Hif1-alpha, and p53 in HNSCC
title_full Associations between Histogram Analysis Parameters Derived from DCE-MRI and Histopathological Features including Expression of EGFR, p16, VEGF, Hif1-alpha, and p53 in HNSCC
title_fullStr Associations between Histogram Analysis Parameters Derived from DCE-MRI and Histopathological Features including Expression of EGFR, p16, VEGF, Hif1-alpha, and p53 in HNSCC
title_full_unstemmed Associations between Histogram Analysis Parameters Derived from DCE-MRI and Histopathological Features including Expression of EGFR, p16, VEGF, Hif1-alpha, and p53 in HNSCC
title_short Associations between Histogram Analysis Parameters Derived from DCE-MRI and Histopathological Features including Expression of EGFR, p16, VEGF, Hif1-alpha, and p53 in HNSCC
title_sort associations between histogram analysis parameters derived from dce-mri and histopathological features including expression of egfr, p16, vegf, hif1-alpha, and p53 in hnscc
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6334376/
https://www.ncbi.nlm.nih.gov/pubmed/30718984
http://dx.doi.org/10.1155/2019/5081909
work_keys_str_mv AT meyerhansjonas associationsbetweenhistogramanalysisparametersderivedfromdcemriandhistopathologicalfeaturesincludingexpressionofegfrp16vegfhif1alphaandp53inhnscc
AT leifelsleonard associationsbetweenhistogramanalysisparametersderivedfromdcemriandhistopathologicalfeaturesincludingexpressionofegfrp16vegfhif1alphaandp53inhnscc
AT hamerlagordian associationsbetweenhistogramanalysisparametersderivedfromdcemriandhistopathologicalfeaturesincludingexpressionofegfrp16vegfhif1alphaandp53inhnscc
AT hohnannekathrin associationsbetweenhistogramanalysisparametersderivedfromdcemriandhistopathologicalfeaturesincludingexpressionofegfrp16vegfhif1alphaandp53inhnscc
AT surovalexey associationsbetweenhistogramanalysisparametersderivedfromdcemriandhistopathologicalfeaturesincludingexpressionofegfrp16vegfhif1alphaandp53inhnscc