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The clinical utility of prostate cancer heterogeneity using texture analysis of multiparametric MRI.
Hameed, Maira; Ganeshan, Balaji; Shur, Joshua; Mukherjee, Subhabrata; Afaq, Asim; Batura, Deepak.
Afiliação
  • Hameed M; Department of Radiology, Imperial College Healthcare NHS Trust, South Wharf Road, London, UK.
  • Ganeshan B; Institute of Nuclear Medicine, University College London Hospitals NHS Foundation Trust, Euston Road, London, UK.
  • Shur J; Joint Department of Medical Imaging, University Health Network, Toronto, Canada.
  • Mukherjee S; Department of Urology, Dartford and Gravesham NHS Trust, Darenth Wood Road, Dartford, UK.
  • Afaq A; Institute of Nuclear Medicine, University College London Hospitals NHS Foundation Trust, Euston Road, London, UK.
  • Batura D; Department of Urology, London North West University Healthcare NHS Trust, Watford Road, London, UK. deepakbatura@gmail.com.
Int Urol Nephrol ; 51(5): 817-824, 2019 May.
Article em En | MEDLINE | ID: mdl-30929224
PURPOSE: To determine if multiparametric MRI (mpMRI) derived filtration-histogram based texture analysis (TA) can differentiate between different Gleason scores (GS) and the D'Amico risk in prostate cancer. METHODS: We retrospectively studied patients whose pre-operative 1.5T mpMRI had shown a visible tumour and who subsequently underwent radical prostatectomy (RP). Guided by tumour location from the histopathology report, we drew a region of interest around the dominant visible lesion on a single axial slice on the T2, Apparent Diffusion Coefficient (ADC) map and early arterial phase post-contrast T1 image. We then performed TA with a filtration-histogram software (TexRAD -Feedback Medical Ltd, Cambridge, UK). We correlated GS and D'Amico risk with texture using the Spearman's rank correlation test. RESULTS: We had 26 RP patients with an MR-visible tumour. Mean of positive pixels (MPP) on ADC showed a significant negative correlation with GS at coarse texture scales. MPP showed a significant negative correlation with GS without filtration and with medium filtration. MRI contrast texture without filtration showed a significant, negative correlation with D'Amico score. MR T2 texture showed a significant, negative correlation with the D'Amico risk, particularly at textures without filtration, medium texture scales and coarse texture scales. CONCLUSION: ADC map mpMRI TA correlated negatively with GS, and T2 and post-contrast images with the D'Amico risk score. These associations may allow for better assessment of disease prognosis and a non-invasive method of follow-up for patients on surveillance. Further, identifying clinically significant prostate cancer is essential to reduce harm from over-diagnosis and over-treatment.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias da Próstata / Imageamento por Ressonância Magnética Multiparamétrica Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Humans / Male / Middle aged Idioma: En Ano de publicação: 2019 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias da Próstata / Imageamento por Ressonância Magnética Multiparamétrica Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Humans / Male / Middle aged Idioma: En Ano de publicação: 2019 Tipo de documento: Article