Utility of T 2 -weighted MRI texture analysis in assessment of peripheral zone prostate cancer aggressiveness: a single-arm, multicenter study

T -weighted (T W) MRI provides high spatial resolution and tissue-specific contrast, but it is predominantly used for qualitative evaluation of prostate anatomy and anomalies. This retrospective multicenter study evaluated the potential of T W image-derived textural features for quantitative assessm...

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Veröffentlicht in:Scientific reports 2021-01, Vol.11 (1), p.2085
Hauptverfasser: Nketiah, Gabriel A, Elschot, Mattijs, Scheenen, Tom W, Maas, Marnix C, Bathen, Tone F, Selnæs, Kirsten M
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Sprache:eng
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Zusammenfassung:T -weighted (T W) MRI provides high spatial resolution and tissue-specific contrast, but it is predominantly used for qualitative evaluation of prostate anatomy and anomalies. This retrospective multicenter study evaluated the potential of T W image-derived textural features for quantitative assessment of peripheral zone prostate cancer (PCa) aggressiveness. A standardized preoperative multiparametric MRI was performed on 87 PCa patients across 6 institutions. T W intensity and apparent diffusion coefficient (ADC) histogram, and T W textural features were computed from tumor volumes annotated based on whole-mount histology. Spearman correlations were used to evaluate association between textural features and PCa grade groups (i.e. 1-5). Feature utility in differentiating and classifying low-(grade group 1) vs. intermediate/high-(grade group ≥ 2) aggressive cancers was evaluated using Mann-Whitney U-tests, and a support vector machine classifier employing "hold-one-institution-out" cross-validation scheme, respectively. Textural features indicating image homogeneity and disorder/complexity correlated significantly (p 
ISSN:2045-2322
DOI:10.1038/s41598-021-81272-x