Radiomics for Precision Assessment of Urethral Tissue Quality: Advancing Quantitative and Personalized Medicine in Artificial Urinary Sphincter interventions

Collado A1, Pelechano P1, Nogué A2, Martín I1, Martinez-Calle M2, Wong A1, Picó A2, Moreno-Ruiz P2, Alberich-Bayarri A2, Sánchez E1, Casanova J1

Research Type

Pure and Applied Science / Translational

Abstract Category

Male Stress Urinary Incontinence (Post Prostatectomy Incontinence)

Abstract 142
Male Incontinence: What is in the Pipeline for Postprostatectomy Incontinence
Scientific Podium Short Oral Session 14
Thursday 24th October 2024
12:07 - 12:15
Hall N106
Imaging Male Stress Urinary Incontinence
1. Fundación IVO, Valencia (Spain), 2. Quantitative Imaging Biomarkers in Medicine (Quibim), Valencia, Spain
Presenter
Links

Abstract

Hypothesis / aims of study
Urinary incontinence is a s a major complication that reduces the quality of life in patients undergoing prostatectomy (PT) or radiotherapy (RT) in prostate cancer patients.
While the artificial urinary sphincter (AUS) stands as the preferred treatment, its efficacy and safety in irradiated patients is questioned due to challenging complications as cuff erosion that may result in urethral stenosis. 
Magnetic resonance imaging (MRI) provides a non-invasive method for assessing quantitatively the tissue quality pre-implantation to identify which patients will benefit from AUS, after radical PT and RT.
Study design, materials and methods
A single-center, retrospective, observational study was designed. Pre-implantation surgery MRI exams from prostate cancer patients acquired prior to AMS 800 AUS implantation, together with clinical data, were collected. A 3D manual segmentation of the urethral bulb was performed in the T2-weighted and Dynamic Contrast Enhanced (DCE) MRI sequences using the Quibim Precision® platform. In total, 106 radiomic features were extracted from all sequences. Welch's t-tests were employed to compare each independent variable across groups, irradiated/non-irradiated patients prior to AUS implantation and patients undergoing favorable vs. unfavorable progression after AUS implantation. Favorable progression denotes patients who have had good adaptation to the AUS, whereas unfavorable progression refers to those facing complications related to the device. To control the false discovery rate, the Benjamini-Hochberg correction was applied, thereby limiting the number of false positives
Results
This study comprised a cohort of 31 prostate cancer patients who underwent PT followed by AUS implantation. The mean follow-up after AUS surgery was 58 months (range: 13-92).Among them, 45.2% of the patients were subjected to irradiation therapy. After AUS implantation, 58.1% of the total patients experienced a favorable progression. A pharmacokinetic perfusion analysis conducted on pre-surgery DCE sequences revealed that patients exhibiting a favorable progression demonstrated significantly different lower volume transfer constant between the blood plasma and the extravascular-extracellular space (Ktrans) and transfer constant between the extravascular-extracellular space and blood plasma (Kep) values in the urethral bulb compared to those with unfavorable progression. Conversely, irradiated patients exhibited a slight decrease in Ktrans values compared to non-irradiated patients, similar to those with unfavorable progression. 

Analysis of texture imaging biomarkers in T2-weighted MRI of the segmented urethral bulb revealed significant changes in 30 variables among patients experiencing favorable and non-favorable progression. Notably, 10th percentile, 90th percentile, range and median first order features and gray level co-occurrence matrix (GLCM) features, autocorrelation and joint average values, were increased in patients with a favorable progression after AUS implantation.

In contrast, the comparison between irradiated and non-irradiated patients showed slightly decreased values of the same first order features in irradiated patients. This was accompanied by a decrease in gray level run length matrix GLRLM features (run entropy value) and an increase in neighboring gray tone difference matrix (NGTDM) features (Coarseness) in the urethral bulb of irradiated patients.
Interpretation of results
To our knowledge, this is the first study   to identify radiomic features in the urethral bulb associated with long-term success of AUS. Radiomic analysis suggests that patients exhibiting a generalised increase in the heterogeneity of MRI intensities in the urethral bulb prior to AUS implantation may experience a more favorable adaptation to the device.

Additionally, our results suggest that radiation therapy not only jeopardizes the vascular permeability in the urethral bulb region but also impacts the structural tissue characteristics, leading to a more homogenous appearance. These findings align with the observation that 76.9% of patients experiencing complications related to AUS were previously subjected to RT.
Concluding message
Promising radiomic features potentially linked to tissue characteristics conducive to successful adaptation to AUS have been identified. Moreover, the study suggests that RT may negatively impact the success of AUS implantation due to alterations in the structural tissue characteristics of the urethral bulb and the associated vascular system. This study provides an opportunity to assess the clinical significance of combining the capabilities of MRI radiomics to identify patients at risk of complications after AUS implantation. Future research involving larger population sizes will enable a more comprehensive exploration of the potential of radiomics for the accurate evaluation of the urethra in prostate cancer patients undergoing AUS implantation
References
  1. Collado Serra A, Domínguez-Escrig J, Gómez-Ferrer Á, Batista Miranda E, Rubio-Briones J, Solsona Narbón E. Prospective follow-up study of artificial urinary sphincter placement preserving the bulbospongiosus muscle. Neurourol Urodyn. 2017 Jun;36(5):1387-1394. doi: 10.1002/nau.23119. Epub 2016 Sep 21. PMID: 27654121.
  2. Tsang YM, Vignarajah D, Mcwilliam A, Tharmalingam H, Lowe G, Choudhury A, Hoskin P. A pilot study on dosimetric and radiomics analysis of urethral strictures following HDR brachytherapy as monotherapy for localized prostate cancer. Br J Radiol. 2020 Feb 1;93(1106):20190760. doi: 10.1259/bjr.20190760. Epub 2019 Dec 2. PMID: 31778319; PMCID: PMC7055426.
  3. van Timmeren JE, Cester D, Tanadini-Lang S, Alkadhi H, Baessler B. Radiomics in medical imaging-"how-to" guide and critical reflection. Insights Imaging. 2020 Aug 12;11(1):91. doi: 10.1186/s13244-020-00887-2. PMID: 32785796; PMCID: PMC7423816.
Disclosures
Funding This study has been carried out thanks to the grant ISRURO00050 (BOSTON SCIENTIFIC) Clinical Trial No Subjects Human Ethics Committee Ethical Committee approval has been obtained (CAPROSIVO Protocol) FUNDACION IVO SPAIN 28.2.2018 Helsinki Yes
Citation

Continence 12S (2024) 101484
DOI: 10.1016/j.cont.2024.101484

11/12/2024 16:48:59