1.Application and evaluation of artificial intelligence TPS-assisted cytologic screening system in urine exfoliative cytology.
L ZHU ; M L JIN ; S R HE ; H M XU ; J W HUANG ; L F KONG ; D H LI ; J X HU ; X Y WANG ; Y W JIN ; H HE ; X Y WANG ; Y Y SONG ; X Q WANG ; Z M YANG ; A X HU
Chinese Journal of Pathology 2023;52(12):1223-1229
Objective: To explore the application of manual screening collaborated with the Artificial Intelligence TPS-Assisted Cytologic Screening System in urinary exfoliative cytology and its clinical values. Methods: A total of 3 033 urine exfoliated cytology samples were collected at the Henan People's Hospital, Capital Medical University, Beijing, China. Liquid-based thin-layer cytology was prepared. The slides were manually read under the microscope and digitally presented using a scanner. The intelligent identification and analysis were carried out using an artificial intelligence TPS assisted screening system. The Paris Report Classification System of Urinary Exfoliated Cytology 2022 was used as the evaluation standard. Atypical urothelial cells and even higher grade lesions were considered as positive when evaluating the recognition sensitivity, specificity, and diagnostic accuracy of artificial intelligence-assisted screening systems and human-machine collaborative cytologic screening methods in urine exfoliative cytology. Among the collected cases, there were also 1 100 pathological tissue controls. Results: The accuracy, sensitivity and specificity of the AI-assisted cytologic screening system were 77.18%, 90.79% and 69.49%; those of human-machine coordination method were 92.89%, 99.63% and 89.09%, respectively. Compared with the histopathological results, the accuracy, sensitivity and specificity of manual reading were 79.82%, 74.20% and 95.80%, respectively, while those of AI-assisted cytologic screening system were 93.45%, 93.73% and 92.66%, respectively. The accuracy, sensitivity and specificity of human-machine coordination method were 95.36%, 95.21% and 95.80%, respectively. Both cytological and histological controls showed that human-machine coordination review method had higher diagnostic accuracy and sensitivity, and lower false negative rates. Conclusions: The artificial intelligence TPS assisted cytologic screening system has achieved acceptable accuracy in urine exfoliation cytologic screening. The combination of manual screening and artificial intelligence TPS assisted screening system can effectively improve the sensitivity and accuracy of cytologic screening and reduce the risk of misdiagnosis.
Humans
;
Artificial Intelligence
;
Urothelium/pathology*
;
Cytodiagnosis
;
Epithelial Cells/pathology*
;
Sensitivity and Specificity
;
Urologic Neoplasms/urine*
2.Correlation between adipokine and clinicopathological features and prognosis in upper tract urothelial carcinoma.
Xiang DAI ; Fei WANG ; Yi Qing DU ; Yu Xuan SONG ; Tao XU
Journal of Peking University(Health Sciences) 2022;54(4):605-614
OBJECTIVE:
To investigate the correlation between expression levels of adipokine and clinicopathological features and prognosis of patients with upper tract urothelial carcinoma (UTUC) based on immunohistochemical staining and bioinformatics analysis.
METHODS:
The 8 adipokines in this study included adiponectin (AdipoQ), leptin (LEP), interleukin (IL)-6, IL-10 and their receptors (AdipoR1, AdipoR2, LEPR, IL-6R, IL-10RA, IL-10RB). Tissue samples of patients with UTUC who underwent surgical treatment in Peking University People's Hospital from January 2014 to April 2021 were selected for immunohistochemical staining. Their quantitative gene expression data were calculated by H-Score, and relevant clinical and follow-up data were collected retrospectively. Transcription group sequencing data of UTUC patients in Gene Expression Omnibus database (GSE134292 dataset) were downloaded for comparison. Chi-square test or t-test was used to compare the expression level of adipokine between non-muscle invasive group and muscle invasive group. Univariate and multivariate Cox regression analysis and Kaplan-Meier survival curve were utilized to analyze independent predictors of overall survival (OS), disease-free survival (DFS), intravesical recurrence-free survival (IVRFS) in the both cohorts. The P < 0.05 was considered statistically significant.
RESULTS:
In the study, 63 tissue samples of the patients with UTUC who underwent surgical treatment in Peking University People's Hospital and 57 UTUC patients in GSE134292 dataset were selected. In immunohistochemical cohort, the expressions of AdipoQ (P=0.003 6), AdipoR1 (P=0.006 5), LEP (P=0.007 7), IL-10 (P=0.006 9), and IL-10RA (P=0.008 9) were statistically higher in muscle invasive group. In GSE134292 cohort, the expressions of AdipoR1 (P=0.000 4), AdipoR2 (P=0.000 4), IL-6 (P=0.005 0), IL-10 (P=0.001 7), and IL-10RA (P=0.008 1) were statistically higher in muscle invasive group. Kaplan-Meier survival curve and multivariate Cox regression analysis showed that high IL-10RA expression was an independent predictive factor of IVRFS (P=0.044, HR=0.996, 95%CI: 0.992-0.998) in immunohistochemical cohort, which was confirmed in GSE134292 cohort (P=0.014, HR=0.515, 95%CI: 0.304-0.873).
CONCLUSION
The expression levels of AdipoQ, AdipoR1, IL-10, and IL-10RA were correlated with tumor stage, suggesting that these adipokines played important roles in tumor progression. IL-10RA was an independent predictor of IVRFS, suggesting that IL-10 and its receptor played a critical role in tumor recurrence.
Adipokines
;
Carcinoma, Transitional Cell/surgery*
;
Humans
;
Interleukin-10
;
Neoplasm Recurrence, Local
;
Prognosis
;
Retrospective Studies
;
Urinary Bladder Neoplasms/surgery*
;
Urologic Neoplasms/pathology*
3.The Characteristics of Recurrent Upper Tract Urothelial Carcinoma after Radical Nephroureterectomy without Bladder Cuff Excision.
Minyong KANG ; Chang Wook JEONG ; Cheol KWAK ; Hyeon Hoe KIM ; Ja Hyeon KU
Yonsei Medical Journal 2015;56(2):375-381
PURPOSE: To investigate oncological outcomes based on bladder cuff excision (BCE) during radical nephroureterectomy (RNU) for upper tract urothelial carcinoma (UTUC) and to provide clinical evidence of tumor recurrence in patients without BCE. MATERIALS AND METHODS: We retrospectively collected data of 372 consecutive patients who underwent RNU at our institution from May 1989 through October 2010. After excluding some data, we reviewed 336 patients for the analysis. RESULTS: Of the patients who underwent RNU with BCE (n=279, 83.0%) and without BCE (n=57, 17.0%), patients without BCE had poorer cancer-specific and overall survival rates. Among 57 patients without BCE, 35 (61.4%) experienced tumor recurrence. Recurrence at the remnant ureter resulted in poor oncological outcomes compared to those in patients with bladder recurrence, but better outcomes were observed compared to recurrence at other sites. No significant predictors for tumor recurrence at the remnant ureter were identified. In patients without BCE, pathological T stage [hazard ratio (HR), 5.73] and lymphovascular invasion (HR, 3.65) were independent predictors of cancer-specific survival, whereas age (HR, 1.04), pathological T stage (HR, 5.11), and positive tumor margin (HR, 6.50) were independent predictors of overall survival. CONCLUSION: Patients without BCE had poorer overall and cancer-specific survival after RNU than those with BCE. Most of these patients experienced tumor recurrence at the remnant ureter and other sites. Patients with non-organ confined UTUC after RNU without BCE may be considered for adjuvant chemotherapy with careful follow-up.
Adult
;
Aged
;
Carcinoma, Transitional Cell/*surgery
;
Chemotherapy, Adjuvant
;
Female
;
Humans
;
Male
;
Middle Aged
;
Neoplasm Recurrence, Local/*pathology
;
Nephrectomy/*methods
;
Retrospective Studies
;
Survival Rate
;
Treatment Outcome
;
Ureter/*surgery
;
Ureteral Neoplasms/*surgery
;
Urinary Bladder/pathology
;
Urinary Bladder Neoplasms/*pathology
;
Urologic Neoplasms/pathology/*surgery
;
*Urologic Surgical Procedures
;
Urothelium/*pathology
4.A novel transurethral resection technique for superficial flat bladder tumor: Grasp and bite technique.
Kyung Jin OH ; Yoo Duk CHOI ; Ho Suck CHUNG ; Eu Chang HWANG ; Seung Il JUNG ; Dong Deuk KWON ; Kwangsung PARK ; Taek Won KANG
Korean Journal of Urology 2015;56(3):227-232
PURPOSE: Transurethral resection of bladder tumor (TURBT) can be a challenging procedure for an inexperienced surgeon. We suggest an easy technique for TURBT, which we have named the "grasp and bite" technique. We describe this technique and compare its effectiveness and safety with that of conventional TURBT. MATERIALS AND METHODS: Monopolar TURBT (24-Fr Karl Storz) was performed in 35 patients who had superficial bladder tumors. After defining the tumor margin, the tumor and surrounding mucosa were grasped by use of a loop electrode and resectoscope sheath. With tight grasping, linear moving resection was performed. The patients' demographic, intraoperative, and postoperative data were analyzed between the conventional and grasp and bite TURBT groups. RESULTS: Of 35 patients, 16 patients underwent conventional TURBT (group 1), and the other 19 patients underwent grasp and bite TURBT (group 2). Both groups were similar in age, tumor multiplicity, size, anesthesia method, and location. Grasp and bite TURBT could be performed as safely and effectively as conventional TURBT. There were no significant differences in irrigation duration, urethral catheterization, postoperative hemoglobin drop, or length of hospital stay. No significant side effects such as bladder perforation, severe obturator reflex, or persistent bleeding occurred. There were no significant pathological differences between specimens according to the type of resection technique. CONCLUSIONS: The grasp and bite TURBT technique was feasible for superficial bladder tumors. It may be a good tool for inexperienced surgeons owing to its convenient and easy manner.
Aged
;
Cystoscopy
;
Electrodes
;
Female
;
Humans
;
Male
;
Middle Aged
;
Postoperative Complications
;
Urinary Bladder/pathology/*surgery
;
Urinary Bladder Neoplasms/pathology/*surgery
;
Urologic Surgical Procedures/instrumentation/*methods
5.Penile cancer: a local case series and literature review.
Wei Da LAU ; Chin Hu ONG ; Tow Poh LIM ; Colin TEO
Singapore medical journal 2015;56(11):637-640
INTRODUCTIONPenile cancer is an uncommon disease affecting only about one in 100,000 men worldwide in a year. The diagnosis of the condition is frequently delayed, and the disease and its treatment frequently result in significant morbidity in patients.
METHODSWe herein describe seven cases of penile tumours: six cases of squamous cell carcinomas and one case of B-cell lymphoma that presented to our hospital's urology department between March 2011 and October 2012. We reviewed the literature to discuss the clinical presentation, natural history and current management of penile cancer.
RESULTSThe patients were followed up for 1-24 months. They were managed according to their disease stage and lymph node status. Four out of seven patients showed disease progression during the follow-up period.
CONCLUSIONThe accurate staging of inguinal nodes in cases of low-risk disease is important to prescribe appropriate surgery for the inguinal nodes. Aggressive management of inguinal and pelvic lymph nodes remains the cornerstone in the treatment of high-risk disease cases.
Aged ; Carcinoma, Squamous Cell ; diagnosis ; secondary ; surgery ; Humans ; Lymph Node Excision ; Lymphatic Metastasis ; Male ; Middle Aged ; Neoplasm Staging ; Penile Neoplasms ; diagnosis ; pathology ; surgery ; Urologic Surgical Procedures, Male ; methods
6.Preoperative Underweight Patients with Upper Tract Urothelial Carcinoma Survive Less after Radical Nephroureterectomy.
Ho Won KANG ; Hae Do JUNG ; Yun Sok HA ; Tae Hwan KIM ; Tae Gyun KWON ; Seok Soo BYUN ; Seok Joong YUN ; Wun Jae KIM ; Young Deuk CHOI
Journal of Korean Medical Science 2015;30(10):1483-1489
The prognostic impact of body mass index (BMI) in patients with upper tract urothelial carcinoma (UTUC) is an ongoing debate. Our study aimed to investigate the prognostic role of BMI in patients treated with radical nephroureterectomy (RNU) for UTUC from a multi-institutional Korean collaboration. We retrospectively reviewed data from 440 patients who underwent RNU for UTUC at four institutions in Korea. To avoid biasing the survival estimates, patients who had previous or concomitant muscle-invasive bladder tumors were excluded. BMI was categorized into approximate quartiles with the lowest quartile assigned to the reference group. Kaplan-Meier and multivariate Cox regression analyses were performed to assess the influence of BMI on survival. The lower quartile BMI group showed significantly increased overall mortality (OM) and cancer specific mortality (CSM) compared to the 25%-50% quartiles and upper quartile BMI groups. Kaplan-Meier estimates showed similar results. Based on multivariate Cox regression analysis, preoperative BMI as a continuous variable was an independent predictor for OM and CSM. In conclusion, preoperative underweight patients with UTUC in Korea survive less after RNU. Preoperative BMI may provide additional prognostic information to establish risk factors.
Aged
;
Asian Continental Ancestry Group
;
Body Mass Index
;
Carcinoma, Transitional Cell/*mortality
;
Cystectomy/*mortality
;
Female
;
Humans
;
Kidney Pelvis/surgery
;
Male
;
Nephrectomy/*mortality
;
Republic of Korea
;
Retrospective Studies
;
Thinness/*mortality
;
Ureter/surgery
;
Urinary Bladder/surgery
;
Urologic Neoplasms/*mortality/pathology/*surgery
;
Urothelium/pathology/*surgery
7.Analysis of influential factors for prostate biopsy and establishment of logistic regression model for prostate cancer.
Yonglin LI ; Zhengyan TANG ; Lin QI ; Zhi CHEN ; Dongjie LI ; Mingqiang ZENG ; Ruizhi XUE ; Chuan PENG
Journal of Central South University(Medical Sciences) 2015;40(6):651-656
OBJECTIVE:
To establish logistic regression model for prostate cancer and provide basis for prostate biopsy.
METHODS:
A total of 117 cases of prostate biopsy were retrospectively analyzed in chronological sequence. All cases were assigned into a model group (n=78) and a validation group (n=39). Logistic regression model was established and its value was estimated by receiver operating characteristic (ROC) curve.
RESULTS:
Digital rectal examination(DRE), transrectal ultrasound(TRUS), MRI, prostate-specific antigen density (PSAD), and free PSA/total PSA (fPSA/tPSA) were the influential factors for prostate biopsy (P<0.01). The established logistic regression model for prostate cancer by regression coefficient was: logit P=-2.362+2.561×DRE+1.747×TRUS+2.901×MRI+1.126×PSAD-
2.569×fPSA/tPSA and area under curve was 0.907. When the cutoff aimed at 0.12, the sensitivity and specificity were 81.80% and 89.30%, respectively.
CONCLUSION
Logistic regression model for prostate cancer can provide sufficient basis for prostate biopsy. Prostate biopsy should be performed when P value is more than 0.12.
Biopsy
;
Humans
;
Logistic Models
;
Male
;
Prostate-Specific Antigen
;
blood
;
Prostatic Neoplasms
;
diagnosis
;
pathology
;
ROC Curve
;
Retrospective Studies
;
Sensitivity and Specificity
;
Urologic Surgical Procedures
8.Predictors of Intravesical Recurrence After Radical Nephroureterectomy for Upper Urinary Tract Urothelial Carcinoma: An Inflammation-Based Prognostic Score.
Yang Hyun CHO ; Young Ho SEO ; Seung Jun CHUNG ; Insang HWANG ; Ho Song YU ; Sun Ouck KIM ; Seung Il JUNG ; Taek Won KANG ; Dong Deuk KWON ; Kwangsung PARK ; Jun Eul HWANG ; Suk Hee HEO ; Geun Soo KIM ; Eu Chang HWANG
Korean Journal of Urology 2014;55(7):453-459
PURPOSE: Systemic inflammatory responses, which are defined in terms of the Glasgow prognostic score (GPS), have been reported to be independent predictors of unfavorable outcomes in various human cancers. We assessed the utility of the GPS as a predictor of intravesical recurrence after radical nephroureterectomy (RNU) in upper urinary tract carcinoma (UTUC). MATERIALS AND METHODS: We collected data for 147 UTUC patients with no previous history of bladder cancer who underwent RNU from 2004 to 2012. Associations between perioperative clinicopathological variables and intravesical recurrence were analyzed by using univariate and multivariate Cox regression models. RESULTS: Overall, 71 of 147 patients (48%) developed intravesical recurrence, including 21 patients (30%) diagnosed with synchronous bladder tumor. In the univariate analysis, performance status, diabetes mellitus (DM), serum albumin, C-reactive protein, GPS, and synchronous bladder tumor were associated with intravesical recurrence. In the multivariate analysis, performance status (hazard ratio [HR], 2.33; 95% confidence interval [CI], 1.41-3.85; p=0.001), DM (HR, 2.04; 95% CI, 1.21-3.41; p=0.007), cortical thinning (HR, 2.01; 95% CI, 1.08-3.71; p=0.026), and GPS (score of 1: HR, 6.86; 95% CI, 3.69-12.7; p=0.001; score of 2: HR, 5.96; 95% CI, 3.10-11.4; p=0.001) were independent predictors of intravesical recurrence. CONCLUSIONS: Our results suggest that the GPS as well as performance status, DM, and cortical thinning are associated with intravesical recurrence after RNU. Thus, more careful follow-up, coupled with postoperative intravesical therapy to avoid bladder recurrence, should be considered in these patients.
Adult
;
Aged
;
Aged, 80 and over
;
Carcinoma, Transitional Cell/pathology/secondary/*surgery
;
Female
;
Humans
;
Male
;
Middle Aged
;
Neoplasm Grading
;
Neoplasm Recurrence, Local/*etiology
;
Neoplasm Staging
;
Nephrectomy/*methods
;
Prognosis
;
Retrospective Studies
;
Risk Factors
;
Survival Analysis
;
Systemic Inflammatory Response Syndrome/etiology
;
Ureter/surgery
;
Urinary Bladder Neoplasms/secondary
;
Urologic Neoplasms/pathology/*surgery
10.Efficiency and outcome of Boari bladder flap plasty surgery for the treatment of middle and lower ureteral carcinoma.
Ran XU ; Hongyi JIANG ; Xiaokun ZHAO ; Zhaohui ZHONG ; Lei ZHANG ; Xuan ZHU ; Yi HOU ; Hongqing ZHAO
Journal of Central South University(Medical Sciences) 2014;39(8):855-860
OBJECTIVE:
To study the effect and outcome of Boari bladder flap plasty surgery for the treatment of kidney-sparing strategy for patients with middle and lower ureteral carcinoma.
METHODS:
Database at the department of urology in the Second Xiangya Hospital from 2002-2007 was screened and all cases of primary solitary lower ureteral carcinoma treated with Boari bladder flap plasty surgery or radical nephroureterectomy were collected. We performed a retrospective review of the clinical data including sex, age, smoking history, tumor site, size, stage, grade, bladder recurrence, renal function et al and evaluated survival rate. The Cox proportional hazards regression model was build to analyze the correlation between each variable and survival time.
RESULTS:
Thirty nine patients in total were enrolled, including 16 cases underwent Boari bladder flap plasty surgery and 23 cases underwent radical nephroureterectomy. The median follow-up time was 53 months (range 10-84 months). During the follow-up time, 18 patients died, including 6 patients treated with Boari bladder flap plasty surgery and 12 patients treated with radical nephroureterectomy. The estimated bladder recurrence-free survival rate and cancer-specific survival rate at 5 years were 63% vs 59% and 73.8% vs 73.5%, respectively (P>0.05). The survival rate at 5 years and the overall survival rate were 61% vs 57 % and 64.8% vs 58.1% respectively in the 2 groups (P>0.05). There was no significant difference in renal function before surgery between the two groups [creatinine clearance 57 (32-104 ) mL/ min vs 55 (30-102) mL/ min, P>0.05]. Patients underwent Boari bladder flap plasty showed better renal function than patients underwent radical nephroureterectomy [creatinine clearance 55 (35-102) mL/ min vs 43 (30-89) mL/min, P<0.05]. In multivariate Cox regression analysis, the tumor size, pT stage, tumor cell grade and the estimated glomerular filtration rate level were independent factors that affected the overall survival rate of the patients (P<0.05). The tumor size, pT stage and tumor cell grade were positively correlated to the survival time, and the estimated glomerular filtration rate was negatively correlated to the survival time.
CONCLUSION
Boari bladder flap plasty surgery could be used to treat lower ureteral carcinoma. Compared with radical nephroureterectomy, Boari bladder flap plasty surgery has equal survival rate and shows superior postoperative renal function.
Carcinoma
;
surgery
;
Humans
;
Kidney
;
Neoplasm Recurrence, Local
;
Nephrectomy
;
Postoperative Period
;
Proportional Hazards Models
;
Retrospective Studies
;
Surgical Flaps
;
Survival Rate
;
Ureter
;
pathology
;
Ureteral Neoplasms
;
surgery
;
Urinary Bladder
;
surgery
;
Urologic Surgical Procedures
;
methods

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