1. Artificial intelligence to improve cytology performance in urothelial carcinoma diagnosis: results from validation phase of the French, multicenter, prospective VISIOCYT1 trial.
- Author
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Lebret T, Paoletti X, Pignot G, Roumiguié M, Colombel M, Savareux L, Verhoest G, Guy L, Rigaud J, De Vergie S, Poinas G, Droupy S, Kleinclauss F, Courtade-Saïdi M, Piaton E, Radulescu C, Rioux-Leclercq N, Kandel-Aznar C, Renaudin K, Cochand-Priollet B, Allory Y, Nivet S, and Rouprêt M
- Subjects
- Adult, Humans, Artificial Intelligence, Prospective Studies, Cytological Techniques, Carcinoma, Transitional Cell diagnosis, Urinary Bladder Neoplasms diagnosis
- Abstract
Purpose: Cytology and cystoscopy, the current gold standard for diagnosing urothelial carcinomas, have limits: cytology has high interobserver variability with moderate or not optimal sensitivity (particularly for low-grade tumors); while cystoscopy is expensive, invasive, and operator dependent. The VISIOCYT1 study assessed the benefit of VisioCyt
® for diagnosing urothelial carcinoma., Methods: VISIOCYT1 was a French prospective clinical trial conducted in 14 centers. The trial enrolled adults undergoing endoscopy for suspected bladder cancer or to explore the lower urinary tract. Participants were allocated either Group 1: with bladder cancer, i.e., with positive cystoscopy or with negative cystoscopy but positive cytology, or Group 2: without bladder cancer. Before cystoscopy and histopathology, slides were prepared for cytology and the VisioCyt® test from urine samples. The diagnostic performance of VisioCyt® was assessed using sensitivity (primary objective, 70% lower-bound threshold) and specificity (75% lower-bound threshold). Sensitivity was also assessed by tumor grade and T-staging. VisioCyt® and cytology performance were evaluated relative to the histopathological assessments., Results: Between October 2017 and December 2019, 391 participants (170 in Group 1 and 149 in Group 2) were enrolled. VisioCyt® 's sensitivity was 80.9% (95% CI 73.9-86.4%) and specificity was 61.8% (95% CI 53.4-69.5%). In high-grade tumors, the sensitivity was 93.7% (95% CI 86.0-97.3%) and in low-grade tumors 66.7% (95% CI 55.2-76.5%). Sensitivity by T-staging, compared to the overall sensitivity, was higher in high-grade tumors and lower in low-grade tumors., Conclusion: VisioCyt® is a promising diagnostic tool for urothelial cancers with improved sensitivities for high-grade tumors and notably for low-grade tumors., (© 2023. The Author(s).)- Published
- 2023
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