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1.
PLoS One ; 19(6): e0305693, 2024.
Article in English | MEDLINE | ID: mdl-38917181

ABSTRACT

This study developed and validated a surgical instrument motion measurement system for skill evaluation during practical laparoscopic surgery training. Owing to the various advantages of laparoscopic surgery including minimal invasiveness, this technique has been widely used. However, expert surgeons have insufficient time for providing training to beginners due to the shortage of surgeons and limited working hours. Skill transfer efficiency has to be improved for which there is an urgent need to develop objective surgical skill evaluation methods. Therefore, a simple motion capture-based surgical instrument motion measurement system that could be easily installed in an operating room for skill assessment during practical surgical training was developed. The tip positions and orientations of the instruments were calculated based on the marker positions attached to the root of the instrument. Because the patterns of these markers are individual, this system can track multiple instruments simultaneously and detect exchanges. However due to the many obstacles in the operating room, the measurement data included noise and outliers. In this study, the effect of this decrease in measurement accuracy on feature calculation was determined. Accuracy verification experiments were conducted during wet-lab training to demonstrate the capability of this system to measure the motion of surgical instruments with practical accuracy. A surgical training experiment on a cadaver was conducted, and the motions of six surgical instruments were measured in 36 cases of laparoscopic radical nephrectomy. Outlier removal and smoothing methods were also developed and applied to remove the noise and outliers in the obtained data. The questionnaire survey conducted during the experiment confirmed that the measurement system did not interfere with the surgical operation. Thus, the proposed system was capable of making reliable measurements with minimal impact on surgery. The system will facilitate surgical education by enabling the evaluation of skill transfer of surgical skills.


Subject(s)
Clinical Competence , Laparoscopy , Laparoscopy/education , Humans , Surgical Instruments , Motion , Cadaver , Nephrectomy/education , Nephrectomy/methods
2.
BJU Int ; 2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38658057

ABSTRACT

OBJECTIVE: To assess the effectiveness of pre- and postoperative supervised pelvic floor muscle training (PFMT) on the recovery of continence and pelvic floor muscle (PFM) function after robot-assisted laparoscopic radical prostatectomy (RARP). PATIENTS AND METHODS: We carried out a single-blind randomised controlled trial involving 54 male patients scheduled to undergo RARP. The intervention group started supervised PFMT 2 months before RARP and continued for 12 months after surgery with a physiotherapist. The control group was given verbal instructions, a brochure about PFMT, and lifestyle advice. The primary outcome was 24-h pad weight (g) at 3 months after RARP. The secondary outcomes were continence status (assessed by pad use), PFM function, and the Expanded Prostate Cancer Index Composite (EPIC) score. RESULTS: Patients who participated in supervised PFMT showed significantly improved postoperative urinary incontinence (UI) compared with the control group (5.0 [0.0-908.0] g vs 21.0 [0.0-750.0] g; effect size: 0.34, P = 0.022) at 3 months after RARP based on 24-h pad weight. A significant improvement was seen in the intervention compared with the control group (65.2% continence [no pad use] vs 31.6% continence, respectively) at 12 months after surgery (effect size: 0.34, P = 0.030). Peak pressure during a maximum voluntary contraction was higher in the intervention group immediately after catheter removal and at 6 months, and a longer duration of sustained contraction was found in the intervention group compared with the control group. We were unable to demonstrate a difference between groups in EPIC scores. CONCLUSION: Supervised PFMT can improve postoperative UI and PFM function after RARP. Further studies are needed to confirm whether intra-anal pressure reflects PFM function and affects continence status in UI in men who have undergone RARP.

3.
Sci Rep ; 14(1): 9741, 2024 04 28.
Article in English | MEDLINE | ID: mdl-38679610

ABSTRACT

New technologies such as laparoscopic and robotic surgery are spreading, and there is a demand for physicians to keep up with novel methods. In contrast to the recent focus on healthcare professional burnout, the mental and physical costs during surgery are not well-understood. We aimed to quantify surgeons' workloads in daily urological surgical practice and clarify potential background factors associated with such workloads. Urologists in Hokkaido, Japan, were invited to this study. Between December 2020 and December 2021, participants repeatedly reported workloads, which were assessed using the National Aeronautics and Space Administration-Task Load Index (NASA-TLX), after each surgery in conjunction with participants' names, patients' backgrounds, their roles (independent operator, operator under supervision, instructor, and 1st or 2nd assistant), and surgical outcomes, via SurveyMonkey®. Because of the heterogeneity among individuals, a linear mixed-effects model was utilized to analyze factors associated with NASA-TLX, calculating the parameter estimates (PE) of regression coefficients for each factor and their 95% confidence interval (CI). Sixty-five urologists (5 women) joined the study, and 2169 data were collected within 7 days after surgeries. A linear mixed-effects model revealed that female surgeons (PE + 15.56, 95% CI 2.36-28.77), urgent/emergency surgery (PE + 6.65, 95% CI 4.59-8.70), intraoperative complications (PE + 9.26, 95% CI 6.76-11.76), and near-miss incidents (PE + 3.81, 95% CI 2.27-5.36) were associated with higher workloads. Regarding the surgeons' role, operator under supervision (PE + 12.46, 95% CI 9.86-15.06) showed the highest workloads. Surgeons' workloads decreased as the number of previous cases of the same procedure increased. Surgeons' workloads were associated with various factors. Given that the highest workloads were for operators under supervision, instructors should be aware of trainees' high workloads and devise appropriate instructional interventions.


Subject(s)
Surgeons , Workload , Humans , Female , Male , Prospective Studies , Adult , Middle Aged , Japan , Urologic Surgical Procedures , Surveys and Questionnaires , Laparoscopy
4.
Sci Rep ; 14(1): 6801, 2024 03 21.
Article in English | MEDLINE | ID: mdl-38514751

ABSTRACT

We designed this multi-center prospective study with the following objectives: (1) the cross-sectional validation of extracellular vesicles (EV) mRNA markers to detect urothelial bladder cancer (UBC) before transurethral resection of bladder cancer (TURBT), and (2) the longitudinal validation of EV mRNA markers to monitor non-muscle invasive bladder cancer (NMIBC) recurrence after TURBT. EV mRNA markers evaluated in this study were KRT17, GPRC5A, and SLC2A1 in addition to two additional markers from literatures, MDK and CXCR2, and measured by quantitative RT-PCR with normalization by a reference gene (ALDOB). Diagnostic performances of EV mRNA markers were compared to conventional markers. Regarding the first objective, we confirmed that EV mRNA biomarkers in urine were higher in UBC patients, particularly those with higher stage/grade tumors, than in those without UBC (n = 278 in total) and the diagnostic performance of EV mRNA MDK and KRT17 outperformed conventional biomarkers with AUC 0.760 and 0.730, respectively. Concerning the second objective, we prospectively analyzed the time courses of EV mRNA markers while NMIBC patients (n = 189) (median follow-up 19 months). The expression of EV mRNA KRT17 was significantly high in patients with recurrence, while it gradually decreased over time in those without recurrence (p < 0.01).


Subject(s)
Carcinoma, Transitional Cell , Non-Muscle Invasive Bladder Neoplasms , Urinary Bladder Neoplasms , Humans , Prospective Studies , Cross-Sectional Studies , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Urinary Bladder Neoplasms/pathology , Biomarkers , Neoplasm Invasiveness , Receptors, G-Protein-Coupled
5.
Int J Urol ; 31(6): 653-661, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38366737

ABSTRACT

OBJECTIVE: According to the rapid progress in surgical techniques, a growing number of procedures should be learned during postgraduate training periods. This study aimed to clarify the current situation regarding urological surgical training and identify the perception gap between trainees' competency and the competency expected by instructors in Japan. METHODS: Regarding the 40 urological surgical procedures selected via the Delphi method, we collected data on previous caseloads, current subjective autonomy, and confidence for future skill acquisition from trainees (<15 post-graduate years [PGY]), and the competencies when trainees became attending doctors expected by instructors (>15 PGY), according to a 5-point Likert scale. In total, 174 urologists in Hokkaido Prefecture, Japan were enrolled in this study. RESULTS: The response rate was 96% (165/174). In a large proportion of the procedures, caseloads grew with accumulation of years of clinical practice. However, trainees had limited caseloads of robotic and reconstructive surgeries even after 15 PGY. Trainees showed low subjective competencies at present and low confidence for future skill acquisition in several procedures, such as open cystectomy, ureteroureterostomy, and ureterocystostomy, while instructors expected trainees to be able to perform these procedures independently when they became attending doctors. CONCLUSION: Trainees showed low subjective competencies and low confidence for future skill acquisition in several open and reconstructive procedures, while instructors considered that these procedures should be independently performable by attending doctors. We believe that knowledge of these perception gaps is helpful to develop a practical training program.


Subject(s)
Clinical Competence , Urologic Surgical Procedures , Urology , Humans , Japan , Urology/education , Urologic Surgical Procedures/education , Urologic Surgical Procedures/standards , Male , Female , Surveys and Questionnaires/statistics & numerical data , Needs Assessment , Education, Medical, Graduate , Adult , Urologists/education , Urologists/statistics & numerical data , Urologists/standards , Delphi Technique , Middle Aged
6.
Urol Oncol ; 41(11): 458.e9-458.e19, 2023 11.
Article in English | MEDLINE | ID: mdl-37798145

ABSTRACT

OBJECTIVES: Limited information is currently available on the efficacy and safety of axitinib for metastatic renal cell carcinoma (mRCC) patients with renal impairment. Therefore, the present study investigated the efficacy and toxicity of axitinib in patients with chronic kidney disease. METHODS: Post-hoc analyses were performed on a Japanese multicenter cohort study of 477 mRCC patients who received axitinib followed by 1 or 2 regimens of systemic antiangiogenic therapy between January 2012 and December 2016. Differences in clinical characteristics and the efficacy and safety of axitinib were assessed based on pretreatment renal function. RESULTS: Patients were categorized into the following 5 renal function groups according to baseline renal function: estimated glomerular filtration rate (eGFR) ≥60 ml/min (n = 133), 45 ml/min ≤eGFR <60 ml/min (n = 153), 30 ml/min ≤eGFR< 45 ml/min (n = 130), eGFR <30 ml/min (n = 45), and dialysis (n = 16). Median progression-free survival (PFS) (95% confidence interval [CI]) in the 5 groups was 11 (8-16), 14 (11-19), 14 (10-19), 12 (8-24), and 6 (3-NR) months, respectively (p = 0.781). After adjustments for treatment-related confounders, the renal function group was not a significant prognostic factor for PFS. Objective response rates in the 5 groups were 22%, 23%, 23%, 18%, 20%, and 38%, respectively (p = 0.468). Regarding adverse events of all grades, hypertension (p = 0.0006) and renal and urinary disorders (p < 0.0001) were more frequently observed in the eGFR <30 ml/min group than in the other groups. CONCLUSIONS: Since renal function at the initiation of treatment with axitinib does not adversely affect the efficacy of VEGF-TKI therapy, clinicians do not need to avoid its administration to mRCC patients with impaired renal function in consideration of the risk of progression to end-stage renal disease.


Subject(s)
Antineoplastic Agents , Carcinoma, Renal Cell , Kidney Neoplasms , Humans , Axitinib/therapeutic use , Carcinoma, Renal Cell/pathology , Antineoplastic Agents/adverse effects , Cohort Studies , Kidney Neoplasms/pathology , Indazoles/adverse effects , Treatment Outcome
7.
Jpn J Clin Oncol ; 53(10): 966-976, 2023 Oct 04.
Article in English | MEDLINE | ID: mdl-37461191

ABSTRACT

OBJECTIVE: To determine the impact of postoperative complications on long-term survival outcomes in patients with bladder cancer undergoing radical cystectomy. METHODS: This retrospective multi-institutional study included 766 bladder cancer patients who underwent radical cystectomy between 2011 and 2017. Patient characteristics, perioperative outcomes, all complications within 90 days after surgery and survival outcomes were collected. Each complication was graded based on the Clavien-Dindo system, and grouped using a standardized grouping method. The Comprehensive Complication Index, which incorporates all complications into a single formula weighted by their severity, was utilized. Overall survival and recurrence-free survival (local, distant or urothelial recurrences) were stratified by Comprehensive Complication Index (high: ≥26.2; low: <26.2). A multivariate model was utilized to identify independent prognostic factors. RESULTS: The incidence of any and major complications (≥Clavien-Dindo grade III) was 70 and 24%, respectively. In terms of Comprehensive Complication Index, 34% (261/766) of the patients had ≥26.2. Patients with Comprehensive Complication Index ≥ 26.2 had shorter overall survival (4-year, 59.5 vs. 69.8%, respectively, log-rank test, P = 0.0037) and recurrence free survival (51.9 vs. 60.1%, respectively, P = 0.0234), than those with Comprehensive Complication Index < 26.2. The Cox multivariate model identified the age, performance status, pT-stage, pN-stage and higher CCI (overall survival: HR = 1.35, P = 0.0174, recurrence-free survival: HR = 1.26, P = 0.0443) as independent predictors of both overall survivial and recurrence-free survival. CONCLUSIONS: Postoperative complications assessed by Comprehensive Complication Index had adverse effects on long-term survival outcomes. Physicians should be aware that major postoperative complications can adversely affect long-term disease control.


Subject(s)
Urinary Bladder Neoplasms , Humans , Cystectomy/adverse effects , Cystectomy/methods , Incidence , Postoperative Complications/etiology , Retrospective Studies , Treatment Outcome , Cancer Survivors
8.
Front Immunol ; 14: 1164794, 2023.
Article in English | MEDLINE | ID: mdl-37207202

ABSTRACT

Donor-specific antibodies (DSAs) are the main cause of graft loss over time. The direct pathway of alloantigen recognition is important in the pathogenesis of acute rejection. Recent studies have suggested that the direct pathway also contributes to the pathogenesis of chronic injury. Nevertheless, there are no reports on T-cell alloantigen response via the direct pathway in kidney recipients with DSAs. We analyzed the T-cell alloantigen response via the direct pathway in kidney recipients with DSAs (DSA+) or without DSAs (DSA-). A mixed lymphocyte reaction assay was implemented to assess the direct pathway response. DSA+ patients showed significantly higher CD8+ and CD4+ T cell responses to donor cells than DSA- patients. Furthermore, proliferating CD4+ T cells showed a marked increase in Th1 and Th17 responses in DSA+ patients than in DSA- patients. In a comparison between anti-donor and third-party responses, the anti-donor CD8+ and CD4+ T cell response was significantly lower than the anti-third-party response. In contrast, the donor-specific hyporesponsiveness was absent in DSA+ patients. Our study demonstrated that DSA+ recipients have a greater potential for developing immune responses against the donor tissues via the direct alloantigen recognition pathway. These data contribute to an understanding of DSAs pathogenicity during kidney transplantation.


Subject(s)
Kidney Transplantation , Humans , Kidney Transplantation/adverse effects , Isoantigens , Antibodies
9.
Sci Rep ; 12(1): 21544, 2022 12 13.
Article in English | MEDLINE | ID: mdl-36513724

ABSTRACT

The Body Image Scale (BIS) is a 10-item tool that measures the body images of cancer patients. This study aims to validate the Japanese version of the BIS for bladder cancer patients. A multicenter cross-sectional survey was used to identify the participants, which included Japanese bladder cancer patients. The percentage of missing responses, internal consistency, and known-group validity were evaluated. The correlations between the BIS and two HRQOL instruments (the Bladder Cancer Index and the SF-12) were assessed to determine convergent validity. Among 397 patients, 221 patients were treated by transurethral resection of bladder tumor (TURBT) endoscopically, 49 patients underwent cystectomy with neobladder, and 127 patients underwent cystectomy involving stoma. The percentage of missing responses in the BIS ranged from 8.1 to 15.6%. Cronbach's α coefficient was 0.924. Higher BIS scores indicate negative body image, and the median BIS score for patients with native bladders after TURBT (0.5) was significantly lower than those of the patients with neobladder (4.0) and stoma formation (7.0), which indicated the discriminatory ability of the BIS. Each domain of the Bladder Cancer Index and the role summary score of the SF-12 correlated to the BIS scores, which confirmed the convergent validity. A range of BIS scores were identified among patients who reported similar physical summary scores and mental summary scores of the SF-12. This study confirmed the reliability and validity of the Japanese version of the BIS for bladder cancer patients.


Subject(s)
Body Image , Urinary Bladder Neoplasms , Humans , Cross-Sectional Studies , Psychometrics/methods , Quality of Life , Reproducibility of Results , Surveys and Questionnaires , Urinary Bladder Neoplasms/diagnosis , Urinary Bladder Neoplasms/surgery , Japan , Language
10.
PLoS One ; 17(11): e0277105, 2022.
Article in English | MEDLINE | ID: mdl-36322585

ABSTRACT

The purpose of this study was to characterize the motion features of surgical devices associated with laparoscopic surgical competency and build an automatic skill-credential system in porcine cadaver organ simulation training. Participants performed tissue dissection around the aorta, dividing vascular pedicles after applying Hem-o-lok (tissue dissection task) and parenchymal closure of the kidney (suturing task). Movements of surgical devices were tracked by a motion capture (Mocap) system, and Mocap-metrics were compared according to the level of surgical experience (experts: ≥50 laparoscopic surgeries, intermediates: 10-49, novices: 0-9), using the Kruskal-Wallis test and principal component analysis (PCA). Three machine-learning algorithms: support vector machine (SVM), PCA-SVM, and gradient boosting decision tree (GBDT), were utilized for discrimination of the surgical experience level. The accuracy of each model was evaluated by nested and repeated k-fold cross-validation. A total of 32 experts, 18 intermediates, and 20 novices participated in the present study. PCA revealed that efficiency-related metrics (e.g., path length) significantly contributed to PC 1 in both tasks. Regarding PC 2, speed-related metrics (e.g., velocity, acceleration, jerk) of right-hand devices largely contributed to the tissue dissection task, while those of left-hand devices did in the suturing task. Regarding the three-group discrimination, in the tissue dissection task, the GBDT method was superior to the other methods (median accuracy: 68.6%). In the suturing task, SVM and PCA-SVM methods were superior to the GBDT method (57.4 and 58.4%, respectively). Regarding the two-group discrimination (experts vs. intermediates/novices), the GBDT method resulted in a median accuracy of 72.9% in the tissue dissection task, and, in the suturing task, the PCA-SVM method resulted in a median accuracy of 69.2%. Overall, the mocap-based credential system using machine-learning classifiers provides a correct judgment rate of around 70% (two-group discrimination). Together with motion analysis and wet-lab training, simulation training could be a practical method for objectively assessing the surgical competence of trainees.


Subject(s)
Laparoscopy , Suture Techniques , Swine , Animals , Suture Techniques/education , Clinical Competence , Benchmarking , Laparoscopy/methods
11.
PLoS One ; 17(10): e0276816, 2022.
Article in English | MEDLINE | ID: mdl-36301957

ABSTRACT

BACKGROUND: The quality of transurethral resection of bladder tumor (TURBT) markedly varies among surgeons and may have a considerable impact on treatment outcomes. The importance of a surgical checklist for TURBT has been suggested in order to standardize the procedure and improve surgical and oncological outcomes. In the present study, we verified the usefulness of a checklist for managing patients with non-muscle-invasive bladder cancer (NMIBC). METHODS: This retrospective study included 201 NMIBC patients diagnosed with Ta, T1, or Tis between October 2011 and February 2021. After September 2016, TURBT was performed with a checklist. We analyzed the intravesical recurrence-free survival (RFS) rate and the presence or absence of the detrusor muscle in resected specimens before and after the introduction of the checklist. Survival rates were compared using the Log-rank test. A multivariate analysis with Cox proportional hazards modeling was performed to verify risk factors for intravesical recurrence. RESULTS: Ninety-nine patients who underwent TURBT with the checklist (checklist group) were compared with 102 patients who underwent TURBT without the checklist (non-checklist group). When the analysis was narrowed down to 9 critical items, we observed a mean number of 9 documented items per operative report (98.0% completion) after implementation of the checklist. Two-year intravesical RFS rates in the checklist and non-checklist groups were 76.7 and 69.5%, respectively (p = 0.1059). The Cox proportional multivariate analysis showed that the rate of intravesical recurrence was slightly lower in the checklist group (hazard ratio 0.7376, 95% CI 0.4064-1.3388, P = 0.3170). CONCLUSION: The introduction of a checklist is recommended for the standardization of TURBT and increasing the quality of operative reporting, and it may also improve oncological outcomes.


Subject(s)
Urinary Bladder Neoplasms , Humans , Urinary Bladder Neoplasms/pathology , Retrospective Studies , Quality Improvement , Neoplasm Recurrence, Local/pathology , Neoplasm Invasiveness/pathology , Cystectomy
12.
J Viral Hepat ; 29(11): 976-985, 2022 11.
Article in English | MEDLINE | ID: mdl-36031873

ABSTRACT

Donors with resolved hepatitis B virus (HBV) infection may be a solution for the organ shortage for kidney transplantation (KT). The purpose of this study was to clarify the current state of HBV markers after KT from donors with resolved HBV infection to HBV naïve recipients and the rate of HBV reactivation in recipients with resolved HBV infection. Furthermore, we investigated HBV covalently closed circular DNA (cccDNA) in transplanted organs from donors with resolved HBV infection and the capability of HBV replication in kidney cell lines. We retrospectively analysed the HBV status of 340 consecutive donors and recipients who underwent KT in a single centre. We prospectively measured cccDNA by real-time polymerase chain reaction in kidney biopsy specimens of 32 donors with resolved HBV infection. HBV reactivation was found in three recipients with resolved HBV infection (4.8%, 3/63) after KT. We analysed 45 cases of transplantation from donors with resolved HBV infection to HBV-naive recipients. One case (2.2%, 1/45) became seropositive for hepatitis B core antibody (anti-HBc) and in another case (2.2%, 1/45), HBV-DNA was detected qualitatively in an HBV naive recipient with a donor with resolved HBV infection. In the latter case, cccDNA was measured in the donor kidney during KT. HBV replication was observed in kidney cell lines with HBV plasmid transfection. In conclusion, the risk of reactivation in anti-HBc-positive donors is relatively low. However, post-transplant HBV monitoring should be conducted in all at-risk cases.


Subject(s)
Hepatitis B virus , Hepatitis B , DNA, Circular , DNA, Viral/analysis , Hepatitis B/epidemiology , Hepatitis B Antibodies , Hepatitis B Core Antigens , Hepatitis B Surface Antigens , Humans , Incidence , Kidney , Retrospective Studies
13.
Int J Urol ; 29(10): 1140-1146, 2022 10.
Article in English | MEDLINE | ID: mdl-35598096

ABSTRACT

OBJECTIVES: There is no consensus about the follow-up schedule after 5-year cancer-free periods. In this study, we aimed to elucidate the risk factors for the recurrence in patients with non-muscle-invasive bladder cancer who remained cancer free for more than 5 years. METHODS: Data from six Japanese institutions were retrospectively reviewed. Among the patients with non-muscle-invasive bladder cancer who were treated with transurethral resection of bladder tumor between 1990 and 2013, those who had no recurrence for more than 5 years were included in this study. The Kaplan-Meier method and Cox hazards model were used to estimate recurrence-free survival and to determine the pathologic and clinical factors affecting late recurrence. RESULTS: In total, 434 patients were enrolled in this study. Of these patients, 55 patients (12.7%) experienced late recurrence. The median follow-up time was 8.9 years (interquartile range 6.9-11.3 years). Prior history of bladder cancer before the most recent transurethral resection was a significant predictor for late recurrence (hazard ratio 1.99 [95% confidence interval 1.13-3.47], P = 0.019), although other clinical factors including tumor grade, pathologic stage, tumor multiplicity, and current risk classification systems were not associated with late recurrence. CONCLUSIONS: Late recurrence after a long tumor-free period is not rare and it was not predicted by current risk classification systems. Only prior history of bladder cancer was a significant predictor for late recurrence in this study.


Subject(s)
Urinary Bladder Neoplasms , Humans , Neoplasm Invasiveness , Neoplasm Recurrence, Local/epidemiology , Neoplasm Recurrence, Local/pathology , Retrospective Studies , Risk Factors , Urinary Bladder Neoplasms/pathology
14.
Langenbecks Arch Surg ; 407(5): 2123-2132, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35394212

ABSTRACT

BACKGROUND: Our aim was to build a skill assessment system, providing objective feedback to trainees based on the motion metrics of laparoscopic surgical instruments. METHODS: Participants performed tissue dissection around the aorta (tissue dissection task) and renal parenchymal closure (parenchymal-suturing task), using swine organs in a box trainer under a motion capture (Mocap) system. Two experts assessed the recorded movies, according to the formula of global operative assessment of laparoscopic skills (GOALS: score range, 5-25), and the mean scores were utilized as objective variables in the regression analyses. The correlations between mean GOALS scores and Mocap metrics were evaluated, and potential Mocap metrics with a Spearman's rank correlation coefficient value exceeding 0.4 were selected for each GOALS item estimation. Four regression algorithms, support vector regression (SVR), principal component analysis (PCA)-SVR, ridge regression, and partial least squares regression, were utilized for automatic GOALS estimation. Model validation was conducted by nested and repeated k-fold cross validation, and the mean absolute error (MAE) was calculated to evaluate the accuracy of each regression model. RESULTS: Forty-five urologic, 9 gastroenterological, and 3 gynecologic surgeons, 4 junior residents, and 9 medical students participated in the training. In both tasks, a positive correlation was observed between the speed-related parameters (e.g., velocity, velocity range, acceleration, jerk) and mean GOALS scores, with a negative correlation between the efficiency-related parameters (e.g., task time, path length, number of opening/closing operations) and mean GOALS scores. Among the 4 algorithms, SVR showed the highest accuracy in the tissue dissection task ([Formula: see text]), and PCA-SVR in the parenchymal-suturing task ([Formula: see text]), based on 100 iterations of the validation process of automatic GOALS estimation. CONCLUSION: We developed a machine learning-based GOALS scoring system in wet lab training, with an error of approximately 1-2 points for the total score, and motion metrics that were explainable to trainees. Our future challenges are the further improvement of onsite GOALS feedback, exploring the educational benefit of our model and building an efficient training program.


Subject(s)
Internship and Residency , Laparoscopy , Simulation Training , Surgeons , Animals , Clinical Competence , Female , Humans , Laparoscopy/education , Machine Learning , Swine
15.
PLoS One ; 17(3): e0265230, 2022.
Article in English | MEDLINE | ID: mdl-35290407

ABSTRACT

BACKGROUND: Immune checkpoint inhibitors (ICIs) are increasingly being used to treat malignancies. Some patients experience immune-related adverse events (irAEs), which may affect any organ/tissue. IrAEs are occasionally fatal and usually have nonspecific symptoms. We developed a three-step application (https://irae-search.com/) to provide healthcare professionals with information on the diagnosis, treatment options, and published reports for 38 categories of irAEs encountered in clinical practice. METHODS: IrAEs reported in ≥5 cases were identified from articles published between October 2018 and August 2020 by searching Japanese (SELIMIC, JAPIC-Q Service, and JMED Plus) and international (MEDLINE, EMBASE, Derwent Drug File) databases. The cases' symptoms were entered into the application to identify irAEs, which were verified using the reported diagnosis, to evaluate the application's sensitivity and specificity. RESULTS: Overall, 1209 cases (1067 reports) were analyzed. The three most common categories of irAEs were pituitary or adrenal disorders (14% of cases), skin disorders (13%), and diabetes mellitus (10%). The top three primary diseases were lung cancer (364 cases), melanoma (286 cases), and renal cell carcinoma (218 cases). The average sensitivity was 90.8% (range 44.4%-100.0%) initially, and improved to 94.8% (range 83.3%-100.0%) after incorporating the symptoms reported in published cases into the application's logic for two irAE categories. The average specificity was 79.3% (range 59.1% [thyroid disorders]-98.2% [arthritis]). CONCLUSION: irAE Search is an easy-to-use application designed to help healthcare professionals identify potential irAEs in ICI-treated patients in a timely manner to facilitate prompt management/treatment. The application showed high sensitivity and moderate-to-high specificity for detecting irAEs.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Lung Neoplasms , Carcinoma, Renal Cell/drug therapy , Databases, Factual , Female , Humans , Immune Checkpoint Inhibitors/adverse effects , Kidney Neoplasms/drug therapy , Lung Neoplasms/pathology , Male , Retrospective Studies
16.
Reprod Toxicol ; 109: 10-18, 2022 04.
Article in English | MEDLINE | ID: mdl-35217143

ABSTRACT

Per- and Polyfluoroalkyl substances (PFAS) have endocrine-disrupting effects. The ratio of the lengths of the second and fourth digits (2D:4D) is a noninvasive retrospective index of prenatal exposure to sex hormones, and estrogen receptor 1 (ESR1) polymorphisms may contribute to 2D:4D determination. We investigated whether ESR1 polymorphisms modify the effects of prenatal PFAS exposure on 2D:4D. Participants (n = 1024) with complete data in a prospective birth cohort study (the Hokkaido Study) were included, and maternal plasma in the third trimester was used to examine PFAS concentrations. 2D:4D was determined from photocopies of palms of children using Vernier calipers. ESR1 polymorphisms (rs2234693, rs9340799, and rs2077647) were genotyped by TaqMan polymerase chain reaction. PFAS and 2D:4D association with ESR1 polymorphisms was assessed by multiple linear regression adjusted for potential confounding factors. A 10-fold increase in maternal perfluorooctanoic acid (PFOA) concentration was associated with a 1.54% [95% confidence interval (CI): 0.40, 2.68] increase in mean 2D:4D in children with an AA genotype at rs9340799 and a 2.24% (95% CI: 0.57, 3.92) increase in children with an AA genotype at rs2077647. A 10-fold increase in perfluorododecanoic acid (PFDoDA) was associated with a significant increase in 2D:4D in children with the AA genotype [rs9340799, 1.18% (95% CI: 0.02, 2.34); and rs2077647, 1.67% (95% CI: 0.05, 3.28)]. These associations were apparent among males. A significant gene-environment interaction between PFOA or PFDoDA and ESR1 polymorphism was detected. These findings suggest that ESR1 polymorphisms modify the effects of prenatal exposure to PFAS on sex differentiation.


Subject(s)
Digit Ratios , Estrogen Receptor alpha , Fluorocarbons , Child , Estrogen Receptor alpha/genetics , Female , Fluorocarbons/toxicity , Humans , Japan , Male , Pregnancy , Prospective Studies , Retrospective Studies
17.
Urol Oncol ; 40(1): 13.e19-13.e27, 2022 01.
Article in English | MEDLINE | ID: mdl-34716079

ABSTRACT

OBJECTIVES: With the emergence of several effective combination therapies, information on their effects at the primary site will be crucial for planning future cytoreductive nephrectomy (CN). The present study focused exclusively on changes in primary tumor sizes following treatment with nivolumab plus ipilimumab and investigated the clinical factors associated with a good response in primary tumors. METHODS AND MATERIALS: We retrospectively assessed 27 patients diagnosed with advanced renal cell carcinoma (RCC) who started treatment with nivolumab plus ipilimumab. Changes in tumor sizes at the primary site were described using waterfall and spider plots, respectively. We analyzed the correlation of tumor shrinkage between primary and metastatic site. The parameters analyzed between responders and non-responders according to primary tumor sizes were International Metastatic Renal Cell Carcinoma Database Consortium (IMDC) risk scores, peripheral blood markers, and CRP. RESULTS: The median age and follow-up period were 66 years and 9.3 months, respectively. The median IMDC risk score was 3 (range: 1-6). Nineteen patients were diagnosed with clear-cell RCC (ccRCC) and 8 patients with non-ccRCC. Among ccRCC patients, 9 (47.4%) achieved a significant response with a maximum reduction of 30% or more in the size of the primary tumor from baseline within 4 months, while 3 (37.5%) out of 8 patients with non-ccRCC achieved a significant response. Shrinkage of the primary tumor correlated with the metastatic tumors in both ccRCC and non-ccRCC cases. Of note, 6 patients underwent CN and no viable tumor cells were detected in the surgical specimens of 3 patients whose primary tumors shrank by approximately 50%-60% with a reduction to 4 cm or less. Among ccRCC patients, the neutrophil-to-lymphocyte ratio and monocyte-to-lymphocyte ratio were slightly lower in responders than in non-responders (P = 0.0944 and P = 0.0691). The platelet-to-lymphocyte ratio was significantly lower in responders than in non-responder (P = 0.0391). CONCLUSIONS: Significant responses in primary tumors to nivolumab plus ipilimumab were observed in 50% of ccRCC patients, while responses varied among non-ccRCC patients. Inflammation markers may be predictive factors of treatment responses in primary tumors. Although further studies are needed, the present results suggest the importance of considering CN from radiological and pathological viewpoints.


Subject(s)
Antineoplastic Agents, Immunological/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Carcinoma, Renal Cell/drug therapy , Ipilimumab/administration & dosage , Kidney Neoplasms/drug therapy , Nivolumab/administration & dosage , Aged , Carcinoma, Renal Cell/pathology , Female , Humans , Kidney Neoplasms/pathology , Male , Middle Aged , Retrospective Studies , Treatment Outcome , Tumor Burden/drug effects
18.
Int J Urol ; 29(3): 251-258, 2022 03.
Article in English | MEDLINE | ID: mdl-34894009

ABSTRACT

OBJECTIVES: We examined the outcomes of eight weekly bacillus Calmette-Guérin induction therapy after second transurethral resection, and investigated risk factors for intravesical recurrence or disease progression in high-risk non-muscle-invasive bladder cancer patients. METHODS: This retrospective study included 146 high-risk non-muscle-invasive bladder cancer patients who received eight weekly bacillus Calmette-Guérin instillations without a maintenance schedule between 2000 and 2019. Intravesical recurrence-free and progression-free survival rates were evaluated using the Kaplan-Meier method. The Cox proportional hazards model was used to identify risk factors. RESULTS: Pathological T staging in the first transurethral resection was pTa in 56 patients (38.4%), pT1 in 75 (51.4%) and primary carcinoma in situ in 15 (10.2%). A total of 109 (83.2%) with pTa-1 disease underwent second transurethral resection before bacillus Calmette-Guérin induction therapy, and residual disease was detected in 54 (49.5%). The completion rate of eight instillations was 82.2%. The 2- and 5-year intravesical recurrence-free survival rates were 80.7% and 75.2%, whereas the 2- and 5-year progression-free survival rates were 85.7% and 82.0%. Recurrent tumors (hazard ratio 6.5830, P = 0.0007) and residual tumors at the second transurethral resection (hazard ratio 4.0337, P = 0.0021) were risk factors for intravesical recurrence. Multiple tumors (hazard ratio 5.8056, P = 0.0302), pT1 disease (hazard ratio 3.7351, P = 0.0447) and residual tumors at second transurethral resection (hazard ratio 3.2552, P = 0.0448) were associated with disease progression. CONCLUSIONS: Accurate disease staging and disease elimination by second transurethral resection followed by eight weekly bacillus Calmette-Guérin instillations achieved good disease control. Our protocol (without a maintenance schedule) after thorough surgical resection has potential as a treatment option in the current bacillus Calmette-Guérin shortage.


Subject(s)
BCG Vaccine , Urinary Bladder Neoplasms , Adjuvants, Immunologic/therapeutic use , Administration, Intravesical , BCG Vaccine/therapeutic use , Humans , Neoplasm Invasiveness/pathology , Neoplasm Recurrence, Local/drug therapy , Neoplasm Recurrence, Local/epidemiology , Neoplasm Recurrence, Local/prevention & control , Retrospective Studies , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/surgery
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