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Khondker A, Kwong JCC, Chancy M, D'Souza N, Kim K, Kim JK, Tse LN, Chua M, Yadav P, Erdman L, Weaver J, Lorenzo AJ, Rickard M. Predicting obstruction risk using common ultrasonography parameters in paediatric hydronephrosis with machine learning. BJU Int 2024; 133:79-86. [PMID: 37594786 DOI: 10.1111/bju.16159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/19/2023]
Abstract
OBJECTIVE To sensitively predict the risk of renal obstruction on diuretic renography using routine reported ultrasonography (US) findings, coupled with machine learning approaches, and determine safe criteria for deferral of diuretic renography. PATIENTS AND METHODS Patients from two institutions with isolated hydronephrosis who underwent a diuretic renogram within 3 months following renal US were included. Age, sex, and routinely reported US findings (laterality, kidney length, anteroposterior diameter, Society for Fetal Urology [SFU] grade) were abstracted. The drainage half-times were collected from renography and stratified as low risk (<20 min, primary outcome), intermediate risk (20-60 min), and high risk of obstruction (>60 min). A random Forest model was trained to classify obstruction risk, here named the 'Artificial intelligence Evaluation of Renogram Obstruction' (AERO). Model performance was determined by measuring area under the receiver-operating-characteristic curve (AUROC) and decision curve analysis. RESULTS A total of 304 patients met the inclusion criteria, with a median (interquartile range) age of diuretic renogram at 4 (2-7) months. Of all patients, 48 (16%) were low risk, 102 (33%) were intermediate risk, 156 (51%) were high risk of obstruction based on diuretic renogram. The AERO achieved a binary AUROC of 0.84, multi-class AUROC of 0.74 that was superior to the SFU grade, and external validation (n = 64) binary AUROC of 0.76. The most important features for prediction included age, anteroposterior diameter, and SFU grade. We deployed our application in an easy-to-use application (https://sickkidsurology.shinyapps.io/AERO/). At a threshold probability of 30%, the AERO would allow 66 more patients per 1000 to safely avoid a renogram without missing significant obstruction compared to a strategy in which a renogram is routinely performed for SFU Grade ≥3. CONCLUSIONS Coupled with machine learning, routine US findings can improve the criteria to determine in which children with isolated hydronephrosis a diuretic renogram can be safely avoided. Further optimisation and validation are required prior to implementation into clinical practice.
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Affiliation(s)
- Adree Khondker
- Temerty Faculty of Medicine, University of Toronto, Toronto, Onterio, Canada
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
| | - Jethro C C Kwong
- Division of Urology, Department of Surgery, University of Toronto, Toronto, Onterio, Canada
- Temerty Centre for AI Research and Education in Medicine, University of Toronto, Toronto, Onterio, Canada
| | - Margarita Chancy
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
| | - Neeta D'Souza
- Department of Urology, Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Kellie Kim
- Temerty Faculty of Medicine, University of Toronto, Toronto, Onterio, Canada
| | - Jin K Kim
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
- Division of Urology, Department of Surgery, University of Toronto, Toronto, Onterio, Canada
| | - Lai Nam Tse
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
| | - Michael Chua
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
- Division of Urology, Department of Surgery, University of Toronto, Toronto, Onterio, Canada
| | - Priyank Yadav
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
| | - Lauren Erdman
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
- Vector Institute, Toronto, Onterio, Canada
| | - John Weaver
- Department of Urology, Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Armando J Lorenzo
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
- Division of Urology, Department of Surgery, University of Toronto, Toronto, Onterio, Canada
| | - Mandy Rickard
- Division of Urology, Department of Surgery, The Hospital for Sick Children, Toronto, Onterio, Canada
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Xiang A, Weaver J, Nadeem I, D'Souza N, Rickard M, Weiss D, Milford K, Woo L, Hannick J, Lorenzo A, Tasian G, Long C. Posterior urethral valves in patients with trisomy 21: Similar renal outcomes and rates of volitional voiding. J Pediatr Urol 2023; 19:637.e1-637.e5. [PMID: 37453875 DOI: 10.1016/j.jpurol.2023.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 03/28/2023] [Accepted: 04/03/2023] [Indexed: 07/18/2023]
Abstract
INTRODUCTION Posterior urethral valves (PUV) occur in patients with Down Syndrome (DS) at a rate of 3-4%; far higher than the general population. Our understanding of the relationship between PUVs and DS is in its infancy, with the majority of the literature consisting of case reports. In this study, we present the largest known series of DS patients with PUVs. AIM We hypothesized that patients with DS and PUVs would have worse functional bladder outcomes and renal outcomes when compared to PUV patients without DS. STUDY DESIGN We queried our prospectively managed multi-institutional database of PUV patients from 1990 to 2021. We identified patients with a concomitant diagnosis of DS and PUV. In addition, we performed a systematic review of the literature describing the presentation of children with PUV and DS. Patient demographics, renal outcomes, voiding habits, surgical interventions, and radiologic images were aggregated and analyzed. RESULTS Out of the 537 patients in our PUV database, we identified 18 patients with a concomitant diagnosis of PUV and DS, as well as 14 patients with a concomitant diagnosis of PUV and DS from the literature. DS and non-DS patients had a similar age at presentation, 31.5 days (2-731) and 17 (4-846), and length of follow up 6.32 years (2-11.2) and 6.98 (1-13). Both groups had similar nadir creatinines DS 0.43 (0.4-0.8), non-DS 0.31 (0.2-0.5) and similar rates of renal failure (DS 11.1% and non-DS 14.5%). With respect to bladder outcomes, a similar percentage of patients were volitionally voiding at last follow up (DS 72.2% and non-DS 72.3%). Our literature review corroborated these findings. CONCLUSIONS Patients with DS and PUV have similar renal outcomes to other PUV patients in terms of renal function, progression to renal failure, and probability of volitional voiding with continence. Given the increased rate of PUVs in the DS population, physicians should have a high index of suspicion for PUV when patients with DS present with voiding dysfunction.
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Affiliation(s)
- Alice Xiang
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Urology, Einstein Healthcare Network, Philadelphia, PA, USA.
| | - John Weaver
- Division of Pediatric Urology Cleveland Clinic Children's/ Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA; Case Western Reserve University School of Medicine, Cleveland, OH, USA.
| | - Iqra Nadeem
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; SUNY Downstate Health Sciences University, Brooklyn, NY, USA.
| | - Neeta D'Souza
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; SUNY Downstate Health Sciences University, Brooklyn, NY, USA. neeta.d'
| | - Mandy Rickard
- SickKids Hospital for Sick Children, Toronto, Canada.
| | - Dana Weiss
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Division of Urology, Hospital of the University of Pennsylvania, Perelman Center for Advanced Care, Philadelphia, PA, USA.
| | - Karen Milford
- SickKids Hospital for Sick Children, Toronto, Canada.
| | - Lynn Woo
- Division of Pediatric Urology Cleveland Clinic Children's/ Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA; Case Western Reserve University School of Medicine, Cleveland, OH, USA.
| | - Jessica Hannick
- Division of Pediatric Urology Cleveland Clinic Children's/ Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA; Case Western Reserve University School of Medicine, Cleveland, OH, USA.
| | | | - Gregory Tasian
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Division of Urology, Hospital of the University of Pennsylvania, Perelman Center for Advanced Care, Philadelphia, PA, USA.
| | - Christopher Long
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Division of Urology, Hospital of the University of Pennsylvania, Perelman Center for Advanced Care, Philadelphia, PA, USA.
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3
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Weaver JK, Logan J, Broms R, Antony M, Rickard M, Erdman L, Edwins R, Pominville R, Hannick J, Woo L, Viteri B, D'Souza N, Viswanath SE, Flask C, Lorenzo A, Fan Y, Tasian GE. Deep learning of renal scans in children with antenatal hydronephrosis. J Pediatr Urol 2023; 19:514.e1-514.e7. [PMID: 36775719 DOI: 10.1016/j.jpurol.2022.12.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/16/2022] [Accepted: 12/20/2022] [Indexed: 01/07/2023]
Abstract
INTRODUCTION Antenatal hydronephrosis (ANH) is one of the most common anomalies identified on prenatal ultrasound, found in up to 4.5% of all pregnancies. Children with ANH are surveilled with repeated renal ultrasound and when there is high suspicion for a ureteropelvic junction obstruction on renal ultrasound, a mercaptuacetyltriglycerine (MAG3) Lasix renal scan is performed to evaluate for obstruction. However, the challenging interpretation of MAG3 renal scans places patients at risk of misdiagnosis. OBJECTIVE Our objective was to analyze MAG3 renal scans using machine learning to predict renal complications. We hypothesized that our deep learning model would extract features from MAG3 renal scans that can predict renal complications in children with ANH. STUDY DESIGN We performed a case-control study of MAG3 studies drawn from a population of children with ANH concerning for ureteropelvic junction obstruction evaluated at our institution from January 2009 until June of 2021. The outcome was renal complications that occur ≥6 months after an equivocal MAG-3 renal scan. We created two machine learning models: a deep learning model using the radiotracer concentration versus time data from the kidney of interest and a random forest model created using clinical data. The performance of the models was assessed using measures of diagnostic accuracy. RESULTS We identified 152 eligible patients with available images of which 62 were cases and 90 were controls. The deep learning model predicted future renal complications with an overall accuracy of 73% (95% confidence inteveral [CI] 68-76%) and an AUC of 0.78 (95% CI 0.7, 0.84). The random forest model had an accuracy of 62% (95% CI 60-66%) and an AUC of 0.67 (95% CI. 0 64, 0.72) DISCUSSION: Our deep learning model predicted patients at high risk of developing renal complications following an equivocal renal scan and discriminate those at low risk with moderately high accuracy (73%). The deep learning model outperformed the clinical model built from clinical features classically used by urologists for surgical decision making. CONCLUSION Our models have the potential to influence clinical decision making by providing supplemental analytical data from MAG3 scans that would not otherwise be available to urologists. Future multi-institutional retrospective and prospective trials are needed to validate our model.
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Affiliation(s)
- J K Weaver
- Division of Urology Rainbow Babies and Children's Hospital/Case Western Reserve University School of Medicine, Cleveland, OH, USA.
| | - J Logan
- Division of Urology, Children's Hospital of Philadelphia, PA, USA; Department of Biostatistics, Epidemiology and Informatics and Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - R Broms
- Division of Urology, Children's Hospital of Philadelphia, PA, USA
| | - M Antony
- Division of Urology, Children's Hospital of Philadelphia, PA, USA
| | - M Rickard
- Division of Urology for Sick Children, Toronto, ON, Canada
| | - L Erdman
- Division of Urology for Sick Children, Toronto, ON, Canada
| | - R Edwins
- Division of Urology Rainbow Babies and Children's Hospital/Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - R Pominville
- Division of Urology Rainbow Babies and Children's Hospital/Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - J Hannick
- Division of Urology Rainbow Babies and Children's Hospital/Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - L Woo
- Division of Urology Rainbow Babies and Children's Hospital/Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - B Viteri
- Division of Nephrology, Children's Hospital of Philadelphia, PA, USA
| | - N D'Souza
- Division of Urology, Children's Hospital of Philadelphia, PA, USA
| | - S E Viswanath
- Department of Radiology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - C Flask
- Department of Radiology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - A Lorenzo
- Division of Urology for Sick Children, Toronto, ON, Canada
| | - Y Fan
- Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - G E Tasian
- Division of Urology, Children's Hospital of Philadelphia, PA, USA; Department of Biostatistics, Epidemiology and Informatics and Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Kim JK, Khondker A, Chua ME, Alshammari D, Richter J, Dos Santos J, Brownrigg N, D'Souza N, Weaver J, Tasian G, Lorenzo AJ, Rickard M. Assessing the Utility of Tamsulosin in Delaying Progression to Clean Intermittent Catheterization and End-stage Renal Disease in Patients With Posterior Urethral Valves: Are We Postponing the Inevitable? Urology 2023; 179:151-157. [PMID: 37348660 DOI: 10.1016/j.urology.2023.05.034] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 05/24/2023] [Accepted: 05/30/2023] [Indexed: 06/24/2023]
Abstract
OBJECTIVE To assess whether tamsulosin may aid emptying of the lower urinary tract in posterior urethral valves patients, mitigating the likelihood of progressing to clean intermittent catheterization (CIC) or need for renal replacement therapy. METHODS We reviewed a prospective institutional database containing posterior urethral valves patients treated between January 2000 and January 2022. After assessing baseline characteristics, Kaplan-Meier survival curves and log-rank tests were generated to assess differences in clinically significant outcomes (progression to CIC, dialysis, or kidney transplantation) between those prescribed tamsulosin and those who were not. RESULTS A total of 179 patients were included. Fifty-nine patients received tamsulosin prior to initiation of CIC (group 1), and 120 did not (group 2). The baseline characteristics were similar between the two groups, except for anticholinergic use (tamsulosin group - 35/59 vs no tamsulosin - 32/120, P < .001). The median age at tamsulosin initiation was 26.0 months (IQR 15.5-48.6) and the median time from initiation of tamsulosin to progression to CIC was 52.6 months (IQR 10.1-69.3). Kaplan-Meier survival curves showed that patients on tamsulosin were less likely to progress to CIC (P = .021), however, there was no difference in progression to dialysis or kidney transplantation. A Cox-regression analysis controlling for baseline characteristics, including age, anticholinergic use, vesicoureteral reflux severity, and CKD stage at 1-year of life, showed a consistent effect of tamsulosin in delaying progression to CIC (HR 0.444 95%CI 0.218-0.902, P = .025). CONCLUSION While tamsulosin may delay CIC, it does not appear to delay progression to end-stage renal disease. Additional studies exploring specific patient factors are required to determine the timing and subset who may benefit the most from tamsulosin.
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Affiliation(s)
- Jin K Kim
- Division of Urology, Department of Surgery, Toronto, Ontario, Canada; Division of Urology, The Hospital for Sick Children, Toronto, Ontario, Canada.
| | - Adree Khondker
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Michael E Chua
- Division of Urology, The Hospital for Sick Children, Toronto, Ontario, Canada; Institute of Urology, St. Luke's Medical Centre, Quezon City, Philippines
| | - Dheidan Alshammari
- Division of Urology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Juliane Richter
- Division of Urology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Joana Dos Santos
- Division of Urology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Natasha Brownrigg
- Division of Urology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Neeta D'Souza
- Division of Urology, Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA
| | - John Weaver
- Division of Urology, Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Gregory Tasian
- Division of Urology, Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Armando J Lorenzo
- Division of Urology, Department of Surgery, Toronto, Ontario, Canada; Division of Urology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Mandy Rickard
- Division of Urology, The Hospital for Sick Children, Toronto, Ontario, Canada
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5
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Gaffney CD, Katims A, D'Souza N, Bjurlin MA, Matulewicz RS. Bladder Cancer Carcinogens: Opportunities for Risk Reduction. Eur Urol Focus 2023; 9:575-578. [PMID: 37028984 PMCID: PMC10524287 DOI: 10.1016/j.euf.2023.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 03/01/2023] [Accepted: 03/07/2023] [Indexed: 04/09/2023]
Abstract
Bladder cancer at an individual level is likely to be the consequence of repeated, long-term exposure to one or more known bladder carcinogens, some of which are endemic or unavoidable in daily life, in addition to host factors. This Mini-Review highlights exposures that are associated with higher risk of bladder cancer, summarizes the evidence for each association, and suggests strategies to decrease risk at both individual and population levels. PATIENT SUMMARY: Tobacco smoking, exposure to certain chemicals in your diet, environment, or workplace, urinary infections, and certain medications can increase your risk of bladder cancer.
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Affiliation(s)
- Christopher D Gaffney
- Department of Surgery, Division of Urology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew Katims
- Department of Surgery, Division of Urology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Neeta D'Souza
- Department of Surgery, Division of Urology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc A Bjurlin
- Department of Urology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Richard S Matulewicz
- Department of Surgery, Division of Urology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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6
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Spinner J, D'Souza N, Duganiero T, Stark S, Lorts A, Almond C, Simpson K, Wright L, Nandi D, Wilkens S, Bansal N, Conway J, Broda K, Lal A, Lytrivi I, Hunter T, Gralia N, Parent J, Butts R. A Pediatric Heart Failure Registry is Needed: A Time for ACTION. J Heart Lung Transplant 2023. [DOI: 10.1016/j.healun.2023.02.1626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023] Open
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Weaver JK, Milford K, Rickard M, Logan J, Erdman L, Viteri B, D'Souza N, Cucchiara A, Skreta M, Keefe D, Shah S, Selman A, Fischer K, Weiss DA, Long CJ, Lorenzo A, Fan Y, Tasian GE. Deep learning imaging features derived from kidney ultrasounds predict chronic kidney disease progression in children with posterior urethral valves. Pediatr Nephrol 2023; 38:839-846. [PMID: 35867160 PMCID: PMC10068959 DOI: 10.1007/s00467-022-05677-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 06/05/2022] [Accepted: 06/27/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND We sought to use deep learning to extract anatomic features from postnatal kidney ultrasounds and evaluate their performance in predicting the risk and timing of chronic kidney disease (CKD) progression for boys with posterior urethral valves (PUV). We hypothesized that these features would predict CKD progression better than clinical characteristics such as nadir creatinine alone. METHODS We performed a retrospective cohort study of boys with PUV treated at two pediatric health systems from 1990 to 2021. Features of kidneys were extracted from initial postnatal kidney ultrasound images using a deep learning model. Three time-to-event prediction models were built using random survival forests. The Imaging Model included deep learning imaging features, the Clinical Model included clinical data, and the Ensemble Model combined imaging features and clinical data. Separate models were built to include time-dependent clinical data that were available at 6 months, 1 year, 3 years, and 5 years. RESULTS Two-hundred and twenty-five patients were included in the analysis. All models performed well with C-indices of 0.7 or greater. The Clinical Model outperformed the Imaging Model at all time points with nadir creatinine driving the performance of the Clinical Model. Combining the 6-month Imaging Model (C-index 0.7; 95% confidence interval [CI] 0.6, 0.79) with the 6-month Clinical Model (C-index 0.79; 95% CI 0.71, 0.86) resulted in a 6-month Ensemble Model that performed better (C-index 0.82; 95% CI 0.77, 0.88) than either model alone. CONCLUSIONS Deep learning imaging features extracted from initial postnatal kidney ultrasounds may improve early prediction of CKD progression among children with PUV. A higher resolution version of the Graphical abstract is available as Supplementary information.
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Affiliation(s)
- John K Weaver
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Urology, Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Karen Milford
- Division of Urology, Hospital for Sick Children, Toronto, ON, Canada
| | - Mandy Rickard
- Division of Urology, Hospital for Sick Children, Toronto, ON, Canada
| | - Joey Logan
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Translational Research Informatics Group, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Lauren Erdman
- Center for Computational Medicine, Hospital for Sick Children Research Institute, Toronto, ON, Canada.,Department of Computer Science, University of Toronto, Toronto, ON, Canada
| | - Bernarda Viteri
- Division of Nephrology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Neeta D'Souza
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Andy Cucchiara
- Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Marta Skreta
- Center for Computational Medicine, Hospital for Sick Children Research Institute, Toronto, ON, Canada.,Department of Computer Science, University of Toronto, Toronto, ON, Canada
| | - Daniel Keefe
- Division of Urology, Hospital for Sick Children, Toronto, ON, Canada
| | - Salima Shah
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Antoine Selman
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Katherine Fischer
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Dana A Weiss
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Christopher J Long
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Armando Lorenzo
- Division of Urology, Hospital for Sick Children, Toronto, ON, Canada
| | - Yong Fan
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Greg E Tasian
- Division of Pediatric Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA. .,Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia, Philadelphia, PA, USA. .,Departments of Surgery and Biostatistics, Epidemiology, Perelman School of Medicine, University of Pennsylvania, & Informatics, Philadelphia, PA, USA. .,Surgery and Epidemiology, , The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, USA.
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8
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Kwong JC, Khondker A, Kim JK, Chua M, Keefe DT, Dos Santos J, Skreta M, Erdman L, D'Souza N, Selman AF, Weaver J, Weiss DA, Long C, Tasian G, Teoh CW, Rickard M, Lorenzo AJ. Posterior Urethral Valves Outcomes Prediction (PUVOP): a machine learning tool to predict clinically relevant outcomes in boys with posterior urethral valves. Pediatr Nephrol 2022; 37:1067-1074. [PMID: 34686914 DOI: 10.1007/s00467-021-05321-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 09/11/2021] [Accepted: 09/28/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Early kidney and anatomic features may be predictive of future progression and need for additional procedures in patients with posterior urethral valve (PUV). The objective of this study was to use machine learning (ML) to predict clinically relevant outcomes in these patients. METHODS Patients diagnosed with PUV with kidney function measurements at our institution between 2000 and 2020 were included. Pertinent clinical measures were abstracted, including estimated glomerular filtration rate (eGFR) at each visit, initial vesicoureteral reflux grade, and renal dysplasia at presentation. ML models were developed to predict clinically relevant outcomes: progression in CKD stage, initiation of kidney replacement therapy (KRT), and need for clean-intermittent catheterization (CIC). Model performance was assessed by concordance index (c-index) and the model was externally validated. RESULTS A total of 103 patients were included with a median follow-up of 5.7 years. Of these patients, 26 (25%) had CKD progression, 18 (17%) required KRT, and 32 (31%) were prescribed CIC. Additionally, 22 patients were included for external validation. The ML model predicted CKD progression (c-index = 0.77; external C-index = 0.78), KRT (c-index = 0.95; external C-index = 0.89) and indicated CIC (c-index = 0.70; external C-index = 0.64), and all performed better than Cox proportional-hazards regression. The models have been packaged into a simple easy-to-use tool, available at https://share.streamlit.io/jcckwong/puvop/main/app.py CONCLUSION: ML-based approaches for predicting clinically relevant outcomes in PUV are feasible. Further validation is warranted, but this implementable model can act as a decision-making aid. A higher resolution version of the Graphical abstract is available as Supplementary information.
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Affiliation(s)
- Jethro Cc Kwong
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Division of Urology, Department of Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Adree Khondker
- Division of Urology, Department of Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.,Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Jin Kyu Kim
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Division of Urology, Department of Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Michael Chua
- Division of Urology, Department of Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Daniel T Keefe
- Division of Urology, Department of Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Joana Dos Santos
- Division of Urology, Department of Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Marta Skreta
- Centre for Computational Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Lauren Erdman
- Centre for Computational Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Neeta D'Souza
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - John Weaver
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Dana A Weiss
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Christopher Long
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Gregory Tasian
- Division of Urology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Chia Wei Teoh
- Division of Nephrology, Hospital for Sick Children, Toronto, ON, Canada.,Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Mandy Rickard
- Division of Urology, Department of Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Armando J Lorenzo
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada. .,Division of Urology, Department of Surgery, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
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9
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D'Souza N, Charlton J, Grayson J, Kobayashi S, Hutchison L, Hunt M, Simic M. Are biomechanics during gait associated with the structural disease onset and progression of lower limb osteoarthritis? A systematic review and meta-analysis. Osteoarthritis Cartilage 2022; 30:381-394. [PMID: 34757028 DOI: 10.1016/j.joca.2021.10.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 10/12/2021] [Accepted: 10/23/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate if gait biomechanics are associated with increased risk of structurally diagnosed disease onset or progression of lower limb osteoarthritis (OA). METHOD A systematic review of Medline and Embase was conducted from inception to July 2021. Two reviewers independently screened records, extracted data and assessed risk of bias. Included studies reported gait biomechanics at baseline, and either structural imaging or joint replacement occurrence in the lower limb at follow-up. The primary outcome was the Odds Ratio (OR) (95% confidence interval (CI)) of the association between biomechanics and structural OA outcomes with data pooled for meta-analysis. RESULTS Twenty-three studies reporting 25 different biomechanical metrics and 11 OA imaging outcomes were included (quality scores ranged 12-20/21). Twenty studies investigated knee OA progression; three studies investigated knee OA onset. Two studies investigated hip OA progression. 91% of studies reported a significant association between at least one biomechanical variable and OA onset or progression. There was an association between frontal plane biomechanics with medial tibiofemoral and hip OA progression and sagittal plane biomechanics with patellofemoral OA progression. Meta-analyses demonstrated increased odds of medial tibiofemoral OA progression with greater baseline peak knee adduction moment (KAM) (OR: 1.88 [95%CI: 1.08, 3.29]) and varus thrust presence (OR: 1.97 [95%CI: 1.32, 2.96]). CONCLUSION Evidence suggests that certain gait biomechanics are associated with an increased odds of OA onset and progression in the knee, and progression in the hip. REGISTRATION NUMBER PROSPERO CRD42019133920.
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Affiliation(s)
- N D'Souza
- The Discipline of Physiotherapy, Faculty of Medicine and Health, University of Sydney, Australia.
| | - J Charlton
- Graduate Programs in Rehabilitation Sciences, Faculty of Medicine, University of British Columbia, Canada; Motion Analysis and Biofeedback Laboratory, University of British Columbia, Canada.
| | - J Grayson
- The Discipline of Physiotherapy, Faculty of Medicine and Health, University of Sydney, Australia.
| | - S Kobayashi
- The Discipline of Physiotherapy, Faculty of Medicine and Health, University of Sydney, Australia.
| | - L Hutchison
- The Discipline of Physiotherapy, Faculty of Medicine and Health, University of Sydney, Australia.
| | - M Hunt
- Motion Analysis and Biofeedback Laboratory, University of British Columbia, Canada; Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Canada.
| | - M Simic
- The Discipline of Physiotherapy, Faculty of Medicine and Health, University of Sydney, Australia.
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10
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Caetta A, Timashpolsky A, Tominaga SM, D'Souza N, Goldstein NA. Postoperative respiratory complications after adenotonsillectomy in children with obstructive sleep apnea. Int J Pediatr Otorhinolaryngol 2021; 148:110835. [PMID: 34280801 DOI: 10.1016/j.ijporl.2021.110835] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 06/20/2021] [Accepted: 07/11/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Children with obstructive sleep apnea are considered high risk for postoperative respiratory complications, but opinions differ regarding the polysomnography (PSG) criteria that suggest the need for postoperative admission. Our objective was to determine if otherwise healthy children age ≥3 years with an apnea-hypopnea index (AHI) < 24 on overnight PSG can be safely discharged on the same day of surgery. METHODS Case series with chart review of children age <18 years with positive PSG (AHI > 2) who underwent adenotonsillectomy (T&A) between January 2013 and August 2019. Data collected included patient demographics, medical history, comorbidities, PSG results, operative details, length of stay, intraoperative and postoperative respiratory complications and management. Potential predictors of respiratory complications were evaluated using chi-square/Fisher's exact test and 2-tailed unpaired t tests with the Bonferroni adjustment for multiple comparison artifact. The percentages of healthy children age ≥3 years who were discharged on the day of surgery at various PSG cutoffs were calculated. RESULTS Of the 560 children, mean (SD) age was 6.4 (3.7) years, 318 (56.8%) were male, 438 (78.2%) were African American, 243 (43.4%) were obese, 16 (2.9%) had Down Syndrome and 12 (2.1%) had sickle cell disease. Median (range) AHI was 12.3 (2-145). Fifteen children (2.7% [95% CI 1.3, 4.0]) had an intraoperative or postoperative respiratory complication. Minor complications including mild desaturation, stridor, croupy cough, and laryngospasm occurred in 9 patients and did not prolong the planned ambulatory or hospital stay. Of the 6 children with more severe complications including prolonged desaturation, tachypnea, atelectasis, intercostal retraction and obstructive apnea requiring continuous positive airway pressure, all were planned admissions based on age, severe sleep study indices (AHI ≥ 24 or oxygen saturation nadir < 80%) or underlying medical condition. Of the 165 children age ≥3 without medical comorbidities known to be predictive of postoperative complications with an AHI ≥10 but <24, 113 (68.5%) were discharged home on the same day of surgery without additional respiratory sequelae. CONCLUSIONS This study demonstrates a low risk of respiratory complications after T&A. Otherwise healthy children age ≥3 years with AHI <24 may be considered for ambulatory discharge.
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Affiliation(s)
- Alfonso Caetta
- Division of Pediatric Otolaryngology, SUNY Downstate Medical Center, 450 Clarkson Avenue MSC 126, Brooklyn, NY, 11203, USA.
| | - Alisa Timashpolsky
- Division of Pediatric Otolaryngology, SUNY Downstate Medical Center, 450 Clarkson Avenue MSC 126, Brooklyn, NY, 11203, USA.
| | - Stephanie M Tominaga
- Division of Pediatric Otolaryngology, SUNY Downstate Medical Center, 450 Clarkson Avenue MSC 126, Brooklyn, NY, 11203, USA.
| | - Neeta D'Souza
- Division of Pediatric Otolaryngology, SUNY Downstate Medical Center, 450 Clarkson Avenue MSC 126, Brooklyn, NY, 11203, USA. neeta.d'
| | - Nira A Goldstein
- Division of Pediatric Otolaryngology, SUNY Downstate Medical Center, 450 Clarkson Avenue MSC 126, Brooklyn, NY, 11203, USA.
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11
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D'Souza N, Delisle TG, Chen M, Benton SC, Abulafi M. Faecal immunochemical testing in symptomatic patients to prioritize investigation: diagnostic accuracy from NICE FIT Study. Br J Surg 2021; 108:804-810. [PMID: 33755051 DOI: 10.1093/bjs/znaa132] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 10/01/2020] [Accepted: 11/15/2020] [Indexed: 11/13/2022]
Abstract
BACKGROUND This study investigated whether a quantitative faecal immunochemical test (FIT) could be used to select patients with either high- or low-risk symptoms of colorectal cancer for urgent investigation. METHODS A double-blinded diagnostic accuracy study was conducted in 50 hospitals in England between October 2017 and December 2019. Patients were eligible for inclusion if they had been referred to secondary care with suspected colorectal cancer symptoms meeting national criteria for urgent referral and triaged to investigation with colonoscopy. RESULTS The study included 9822 patients, of whom 7194 (73.2 per cent) had high-risk symptoms, 1994 (20.3 per cent) low-risk symptoms, and 634 (6.5 per cent) had other symptoms warranting urgent referral. In patients with high-risk symptoms, the sensitivity of FIT for colorectal cancer at cut-off values of 2 and 10 μg haemoglobin per g faeces was 97.7 (95 per cent c.i. 95.0 to 99.1) and 92.2 (88.2 to 95.2) per cent respectively, compared with 94.3 (84.3 to 98.8) and 86.8 (74.7 to 94.5) per cent in patients with low-risk symptoms at the same cut-off points. At cut-off values of 2, 10, and 150 μg/g, the positive predictive value for colorectal cancer was 8.9, 16.2, and 30.5 per cent respectively for those with high-risk symptoms, and 8.4, 16.9, and 35.5 per cent for those with low-risk symptoms. CONCLUSION FIT safely selects patients with high or low risk symptoms of colorectal cancer for investigation.
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Affiliation(s)
- N D'Souza
- Department of Colorectal Surgery, Croydon University Hospital, Croydon, UK.,Department of Colorectal Surgery, University Hospital Southampton NHS Foundation Trust, Southampton, UK.,Department of Surgery and Cancer, Imperial College London, London, UK
| | - T Georgiou Delisle
- Department of Colorectal Surgery, Croydon University Hospital, Croydon, UK.,School of Public Health, Imperial College London, London, UK
| | - M Chen
- Department of Research and Development, RM Partners, West London Cancer Alliance, London, UK
| | - S C Benton
- Department of Biochemistry, Royal Surrey County Hospital, Guildford, UK
| | - M Abulafi
- Department of Colorectal Surgery, Croydon University Hospital, Croydon, UK
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12
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D'Souza N, Abulafi M. Navigating the storm of COVID-19 for patients with suspected bowel cancer. Br J Surg 2020; 107:e204. [PMID: 32400893 PMCID: PMC7272791 DOI: 10.1002/bjs.11695] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Accepted: 04/21/2020] [Indexed: 11/18/2022]
Affiliation(s)
- N D'Souza
- Department of Colorectal Surgery, Basingstoke and North Hampshire Hospitals, Hampshire Hospitals NHS Foundation Trust, Basingstoke, UK
- ; ; (@mrnigeldsouza; @muti192; @croydonhealth)
| | - M Abulafi
- Department of Colorectal Surgery, Croydon University Hospital, Croydon Health Services NHS Trust, Croydon, UK
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13
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D'Souza N, Lord AC, Shaw A, Patel A, Balyasnikova S, Tudyka V, Abulafi M, Moran B, Rasheed S, Tekkis P, Coffey JC, Terlizzo M, West NP, Quirke P, Brown G. Ex vivo specimen MRI and pathology confirm a rectosigmoid mesenteric waist at the junction of the mesorectum and mesocolon. Colorectal Dis 2020; 22:212-218. [PMID: 31535423 DOI: 10.1111/codi.14856] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Accepted: 09/10/2019] [Indexed: 02/08/2023]
Abstract
AIM Continuity of the mesentery has recently been established and may provide an anatomical basis for optimal colorectal resectional surgery. Preliminary data from operative specimen measurements suggest there is a tapering in the mesentery of the distal sigmoid. A mesenteric waist in this area may be a risk factor for local recurrence of colorectal cancer. This study aimed to investigate the anatomical characteristics of the mesentery at the colorectal junction. METHOD In this cross-sectional study, 20 patients were recruited. After planned colorectal resection, the surgical specimens were scanned in a MRI system and subsequently dissected and photographed as per national pathology guidelines. Mesenteric surface area and linear measurements were compared between MRI and pathology to establish the presence and location of a mesenteric waist. RESULTS Specimen analysis confirmed that a narrowing in the mesenteric surface area was consistently apparent at the rectosigmoid junction. Above the anterior peritoneal reflection, the surface area and posterior distance of the mesentery of the upper rectum initially decreased before increasing as the mesentery of the sigmoid colon. These anatomical properties created the appearance of a mesenteric 'waist' at the rectosigmoid junction. Using the anterior reflection as a reference landmark, the rectosigmoid waist occurred at a mean height of 23.6 and 21.7 mm on MRI and pathology, respectively. CONCLUSION A rectosigmoid waist occurs at the junction of the mesorectum and mesocolon, and is a mesenteric landmark for the rectum that is present on both radiology and pathology.
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Affiliation(s)
- N D'Souza
- Croydon University Hospital, Croydon, UK.,Royal Marsden Hospital, Sutton, UK.,Imperial College London, London, UK
| | - A C Lord
- Croydon University Hospital, Croydon, UK.,Royal Marsden Hospital, Sutton, UK.,Imperial College London, London, UK
| | - A Shaw
- Croydon University Hospital, Croydon, UK.,Royal Marsden Hospital, Sutton, UK.,Imperial College London, London, UK
| | - A Patel
- Royal Marsden Hospital, Sutton, UK
| | - S Balyasnikova
- Royal Marsden Hospital, Sutton, UK.,Imperial College London, London, UK
| | | | - M Abulafi
- Croydon University Hospital, Croydon, UK
| | - B Moran
- Basingstoke Hospital, Basingstoke, UK
| | - S Rasheed
- Royal Marsden Hospital, Sutton, UK.,Imperial College London, London, UK
| | - P Tekkis
- Royal Marsden Hospital, Sutton, UK.,Imperial College London, London, UK
| | - J C Coffey
- University Hospital Limerick and University of Limerick, Limerick, Ireland
| | | | - N P West
- Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - P Quirke
- Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - G Brown
- Royal Marsden Hospital, Sutton, UK.,Imperial College London, London, UK
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14
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D'Souza N, Hicks G, Benton SC, Abulafi M. The diagnostic accuracy of the faecal immunochemical test for colorectal cancer in risk-stratified symptomatic patients. Ann R Coll Surg Engl 2019; 102:174-179. [PMID: 31697171 DOI: 10.1308/rcsann.2019.0144] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
INTRODUCTION The faecal immunochemical test detects blood in the faeces, reporting faecal haemoglobin quantitatively in micrograms of haemoglobin per gram of faeces. The aim of this pilot study was to determine the feasibility of using the faecal immunochemical test as a rule-out test in symptomatic patients at low and high risk of colorectal cancer. MATERIAL AND METHODS Between November 2016 and October 2017, consecutive symptomatic patients within a multicultural part of London were recruited to perform a faecal immunochemical test prior to colonoscopy. Analysis was performed on the HM-JACKarc analyser. RESULTS Faecal immunochemical test samples were returned by 298 patients who underwent colonoscopy. There was no significant variation in faecal haemoglobin levels by age, sex, ethnicity or deprivation. The overall detection rate for colorectal cancer was 100% at 2 µg/g and 92% at 10 µg/g. If a faecal haemoglobin threshold for investigation of 2 µg/g (ie detectable) or 10 µg/g had been employed, the number of colonoscopies would have been reduced by 70% and 84%, respectively, in all symptomatic patients. For low-risk patients, the sensitivity of the faecal immunochemical test for colorectal cancer at both thresholds of 2 µg/g or 10 µg/g remained 100%, with the number of colonoscopies reduced by 80% and 91%, respectively. CONCLUSION This study shows that the faecal immunochemical test is a promising technology that detected colorectal cancer in all high- or low-risk symptomatic patients in our cohort at a threshold of detectable faecal haemoglobin. Data from adequately powered cohort studies will elucidate the true diagnostic accuracy of the test and the rate and patterns of undetected colorectal cancer.
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Affiliation(s)
- N D'Souza
- Croydon University Hospital, Croydon, UK
| | - G Hicks
- Croydon University Hospital, Croydon, UK
| | - S C Benton
- Royal Surrey County Hospital, Guildford, UK.,Royal Surrey County Hospital NHS Trust, Guildford, UK
| | - M Abulafi
- Croydon University Hospital, Croydon, UK
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15
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D'Souza N, Robinson PD, Branagan G, Chave H. Enhanced recovery after anterior resection: earlier leak diagnosis and low mortality in a case series. Ann R Coll Surg Engl 2019; 101:495-500. [PMID: 31219318 DOI: 10.1308/rcsann.2019.0067] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Early detection and treatment of anastomotic leak may mitigate its consequences. Within an enhanced recovery setting, the subtle signs of a leak can be more apparent. There are multiple treatment options for anastomotic leak following anterior resection. This study aimed to determine when leaks are diagnosed in enhanced recovery, and whether the choice of intervention affects outcomes. MATERIALS AND METHODS We conducted a retrospective study of a prospectively maintained database of complications of anterior resections for rectal cancer in a district general hospital in the UK. Data were extracted on day of leak diagnosis, length of stay, intensive care admission, mortality and ileostomy reversal rate. Statistical analysis was performed using Student's t, Mann-Whitney U and chi square tests. RESULTS A total of 323 patients underwent anterior resection for colorectal cancer between 1 January 2007 and 1 October 2015. The leak rate was 10.8% (35/323). Patients were diagnosed in hospital with leaks on median day 4 compared with day 11 for patients diagnosed with leaks after readmission from home (P < 0.001). Defunctioned patients diagnosed with a leak had a longer median length of stay (24 vs 18.0 days, P = 0.31) but were more frequently managed non-operatively (100% vs 19.0%, P < 0.001) and had a lower admission rate to intensive care (9.5% vs 42.9%, P = 0.02) than patients who were not defunctioned at time of resection. Overall mortality from anastomotic leak was 2.9% (1/35). Ileostomies were reversed in 73.5% of patients (25/34). DISCUSSION Enhanced recovery enables early diagnosis of leaks following anterior resection. Defunctioning of patients with anastomotic leak lowers mortality.
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Affiliation(s)
- N D'Souza
- Department of Colorectal Surgery, Royal Hampshire County Hospital, Winchester, UK
| | - P D Robinson
- Department of Colorectal Surgery, Dorset County Hospital, Dorchester, UK
| | - G Branagan
- Department of Colorectal Surgery, Salisbury District Hospital, Salisbury, UK
| | - H Chave
- Department of Colorectal Surgery, Salisbury District Hospital, Salisbury, UK
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16
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D'Souza N, Balyasnikova S, Tudyka V, Lord A, Shaw A, Abulafi M, Tekkis P, Brown G. Variation in landmarks for the rectum: an MRI study. Colorectal Dis 2018; 20:O304-O309. [PMID: 30176118 DOI: 10.1111/codi.14398] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 07/30/2018] [Indexed: 02/08/2023]
Abstract
AIM This study aimed to assess the reliability of measurements and bony landmarks for the rectosigmoid junction on MRI. METHOD The staging MRI scans for 100 patients were reviewed. The junction of the mesorectum and mesocolon was used to identify the rectum and sigmoid. The performance of current metric measurements or bony landmarks was then compared against the actual anatomical bowel segment. RESULTS The mean distance of the sigmoid take-off from the anal verge was 12.6 cm (SD 1.8 cm, range 9.4-19.0 cm). At a cutoff of 12 cm, the anatomical bowel segment was found to be sigmoid colon rather than rectum in 35% of patients. At 15 and 16 cm the bowel segment was sigmoid in 84% and 96% of patients, respectively. At the sacral promontory and the third sacral segment, the bowel segment was sigmoid in 28% and 100% of patients, respectively. CONCLUSION Current definitions of the rectum that rely on arbitrary measurements or bony landmarks will not locate the correct point of transition between the rectum and sigmoid in the majority of patients. The sigmoid take-off offers an alternative, anatomically bespoke, landmark.
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Affiliation(s)
- N D'Souza
- Royal Marsden Hospital, Sutton, UK.,Croydon University Hospital, Croydon, UK.,Imperial College, London, UK
| | - S Balyasnikova
- Royal Marsden Hospital, Sutton, UK.,Imperial College, London, UK.,N. N. Petrov Research Institute of Oncology, Saint Petersburg, Russia
| | | | - A Lord
- Royal Marsden Hospital, Sutton, UK.,Croydon University Hospital, Croydon, UK.,Imperial College, London, UK
| | - A Shaw
- Royal Marsden Hospital, Sutton, UK.,Croydon University Hospital, Croydon, UK.,Imperial College, London, UK
| | - M Abulafi
- Croydon University Hospital, Croydon, UK
| | - P Tekkis
- Royal Marsden Hospital, Sutton, UK.,Imperial College, London, UK
| | - G Brown
- Royal Marsden Hospital, Sutton, UK.,Imperial College, London, UK
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17
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D'Souza N, Marsden M, Bottomley S, Nagarajah N, Scutt F, Toh S. Cost-effectiveness of routine imaging of suspected appendicitis. Ann R Coll Surg Engl 2018; 100:47-51. [PMID: 29046077 PMCID: PMC5838669 DOI: 10.1308/rcsann.2017.0132] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2017] [Indexed: 11/22/2022] Open
Abstract
Introduction The misdiagnosis of appendicitis and consequent removal of a normal appendix occurs in one in five patients in the UK. On the contrary, in healthcare systems with routine cross-sectional imaging of suspected appendicitis, the negative appendicectomy rate is around 5%. If we could reduce the rate in the UK to similar numbers, would this be cost effective? This study aimed to calculate the financial impact of negative appendicectomy at the Queen Alexandra Hospital and to explore whether a policy of routine imaging of such patients could reduce hospital costs. Materials and methods We performed a retrospective analysis of all appendicectomies over a 1-year period at our institution. Data were extracted on outcomes including appendix histology, operative time and length of stay to calculate the negative appendicectomy rate and to analyse costs. Results A total of 531 patients over 5 years of age had an appendicectomy. The negative appendicectomy rate was 22% (115/531). The additional financial costs of negative appendicectomy to the hospital during this period were £270,861. Universal imaging of all patients with right iliac fossa pain that could result in a 5% negative appendicectomy rate would cost between £67,200 and £165,600 per year but could save £33,896 (magnetic resonance imaging), £105,896 (computed tomography) or £132,296 (ultrasound) depending on imaging modality used. Conclusions Negative appendicectomy is still too frequent and results in additional financial burden to the health service. Routine imaging of patients with suspected appendicitis would not only reduce the negative appendicectomy rate but could lead to cost savings and a better service for our patients.
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Affiliation(s)
- N D'Souza
- Department of General Surgery, Queen Alexandra Hospital , Portsmouth , UK
| | - M Marsden
- Department of General Surgery, Queen Alexandra Hospital , Portsmouth , UK
- Academic Department of Military Surgery and Trauma, Royal Centre for Defence Medicine , London , UK
| | - S Bottomley
- Department of General Surgery, Queen Alexandra Hospital , Portsmouth , UK
| | - N Nagarajah
- Department of General Surgery, Queen Alexandra Hospital , Portsmouth , UK
| | - F Scutt
- Department of General Surgery, Queen Alexandra Hospital , Portsmouth , UK
| | - S Toh
- Department of General Surgery, Queen Alexandra Hospital , Portsmouth , UK
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18
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Wright R, Born DE, D'Souza N, Hurd L, Gill R, Wright D. Pain and compression neuropathy in primary inguinal hernia. Hernia 2017; 21:715-722. [PMID: 28819736 DOI: 10.1007/s10029-017-1641-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Accepted: 08/06/2017] [Indexed: 11/25/2022]
Abstract
PURPOSE Enlargement of the ilioinguinal nerve at the external inguinal ring is observed in 34% of patients undergoing primary open inguinal herniorrhaphy; in 88% of patients it occurs at the fascial edge where the hernia mushrooms with abdominal pressure. Compression neuropathy occurs near many anatomical nerve constriction sites and is associated with enlargement of the peripheral nerve accompanied by sensory changes. METHODS In this prospective study, Carolina Comfort Scale (CCS) questionnaire data was collected for 35 primary hernia repairs. Each patient underwent primary inguinal herniorrhaphy that included ilioinguinal neurectomy. All nerves were sampled proximal to the external inguinal ring. Any nerves with grossly increased overall diameter to any degree distal to the external ring were additionally sampled in the thickened portions. A neuropathologist performed histologic evaluation of the H&E-stained cross sections. RESULTS Paired comparison of proximal and distal nerves revealed a greater overall diameter and greater measured nerve-specific diameter in distal nerve segments. Nerves with increased overall diameter were also found to have a statistically significant positive correlation with four of eight pain measures. Additionally, increased nerve-specific diameter correlates with increased pain on four of eight pain values, but age effect on nerve diameter blunts this finding. CONCLUSIONS Increased preoperative CCS pain values in primary open inguinal hernia are significantly correlated with gross enlargement of the overall diameter and nerve-specific diameter of the ilioinguinal nerve beyond the external inguinal ring. This is consistent with a compression neuropathy.
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Affiliation(s)
- R Wright
- Cascade Hernia Institute, 208 17th Ave SE Suite 201, Puyallup, WA, 98372, USA.
| | - D E Born
- Department of Pathology, Stanford University, 300 Pasteur Dr., Stanford, CA, 94305, USA
| | - N D'Souza
- Pacific Northwest University of Health Sciences, Yakima, USA
| | - L Hurd
- Pacific Northwest University of Health Sciences, Yakima, USA
| | - R Gill
- Creighton University, Omaha, USA
| | - D Wright
- University of Denver, Denver, USA
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19
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D'Souza N, Clarke D, Laing G. Prevalence, management and outcome of traumatic diaphragm injuries managed by the Pietermaritzburg Metropolitan Trauma Service. Ann R Coll Surg Engl 2017; 99:394-401. [PMID: 28462659 PMCID: PMC5449703 DOI: 10.1308/rcsann.2017.0029] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/03/2017] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION This audit of traumatic diaphram injury (TDI) from a busy South African trauma service reviews the spectrum of disease and highlights current approaches to these injuries. METHODS The Pietermaritzburg Metropolitan Trauma Service (PMTS) has maintained an Electronic Surgical Registry (ESR) and a Hybrid Electronic Medical Record (HEMR) system since January 1st 2012. RESULTS A total of 105 TDIs were identified and repaired during the study period. The mean patient age was 30 years (range 15-68 years - SD 9.7). The majority (92.4%) of patients were male (97/105). Penetrating trauma was the leading mechanism of injury (94%). 75 patients sustained a TDI from a stab wound, and the remaining 24 injuries resulted from gunshot wounds. Multiple associated injuries and high morbidity was seen with right diaphragm injury, blunt trauma, gunshot wounds and chronic diaphragmatic hernias. CONCLUSIONS TDI is a fairly uncommon injury with a local incidence of 1.6%. It presents in a spectrum from the obvious to the occult. Multiple associated injuries and high morbidity occur following blunt trauma or gunshot wounds, right diaphragm injury and chronic diaphragmatic hernias. Diagnostic laparoscopy offers a diagnostic and therapeutic tool to prevent progression of occult TDI to chronic diaphragmatic hernias.
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Affiliation(s)
| | - D Clarke
- Department of General Surgery, University of the Witwatersrand, Johannesburg, South Africa
- Department of Surgery, University of KwaZulu'Natal, South Africa
| | - G Laing
- Department of Surgery, University of KwaZulu'Natal, South Africa
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Amrei MM, Venkateshan DG, D'Souza N, Atulasimha J, Tafreshi HV. Novel Approach to Measuring the Droplet Detachment Force from Fibers. Langmuir 2016; 32:13333-13339. [PMID: 27993019 DOI: 10.1021/acs.langmuir.6b03198] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Determining the force required to detach a droplet from a fiber or from an assembly of fibers is of great importance to many applications. A novel technique is developed in this work to measure this force experimentally by using ferrofluid droplets in a magnetic field. Unlike previous methods reported in the literature, our technique does not require air flow or a mechanical object to detach the droplet from the fiber(s); therefore, it simplifies the experiment and also allows one to study the capillarity of the droplet-fiber system in a more isolated environment. In this article, we investigated the effects of the relative angle between intersecting fibers on the force required to detach a droplet from the fibers in the in-plane or out-of-plane direction. The in-plane and through-plane detachment forces were also predicted via numerical simulation and compared with the experimental results. Good agreement was observed between the numerical and experimental results. It was found that the relative angle between intersecting fibers has no significant effect on the detachment force in the out-of-plane direction. However, the detachment force in the in-plane direction depends strongly on the relative angle between the fibers, and it increases as this angle increases.
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Affiliation(s)
- M M Amrei
- Department of Mechanical and Nuclear Engineering, Virginia Commonwealth University , Richmond, Virginia 23284-3015, United States
| | - D G Venkateshan
- Department of Mechanical and Nuclear Engineering, Virginia Commonwealth University , Richmond, Virginia 23284-3015, United States
| | - N D'Souza
- Department of Mechanical and Nuclear Engineering, Virginia Commonwealth University , Richmond, Virginia 23284-3015, United States
| | - J Atulasimha
- Department of Mechanical and Nuclear Engineering, Virginia Commonwealth University , Richmond, Virginia 23284-3015, United States
| | - H Vahedi Tafreshi
- Department of Mechanical and Nuclear Engineering, Virginia Commonwealth University , Richmond, Virginia 23284-3015, United States
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D'Souza N, D'Souza C, Grant D, Royston E, Farouk M. The value of ultrasonography in the diagnosis of appendicitis. Int J Surg 2014; 13:165-169. [PMID: 25499245 DOI: 10.1016/j.ijsu.2014.11.039] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Revised: 11/04/2014] [Accepted: 11/08/2014] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Ultrasonography is a commonly used investigation in the UK for patients with right iliac fossa pain where the diagnosis of appendicitis is unclear. The published sensitivity and specificity of ultrasonography is higher than the results observed by clinicians in every day practice. The aim of this study was to elucidate the real-world value of ultrasonography in the diagnosis of appendicitis, and its impact on negative appendicectomy rates (NAR). METHODS A retrospective multicentre audit was conducted at three UK hospitals over a twelve month period in 2012. RESULTS 573 patients underwent ultrasonography prior to appendicectomy. The appendix was not visualised in 45% of scans. The sensitivity and specificity of ultrasonography for the diagnosis of appendicitis was 51.8% and 81.4%. The mean NAR was 26.7%, or 18.3% after a positive ultrasound scan. CONCLUSION In clinical practice at UK centres, ultrasonography commonly does not visualise the appendix, and has a low sensitivity for appendicitis. To reduce the NAR, management options include a return to observation and serial examination, increased use of CT or a commitment to improving the performance of ultrasonography.
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Affiliation(s)
- N D'Souza
- Wessex Deanery, Southern House, Otterbourne, Winchester, Hampshire, UK.
| | - C D'Souza
- Royal Hampshire County Hospital, Winchester, UK
| | | | - E Royston
- Wessex Deanery, Southern House, Otterbourne, Winchester, Hampshire, UK
| | - M Farouk
- Department of General Surgery, Bucks NHS Healthcare Trust, Buckinghamshire, UK
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Grisendi G, Spano C, D'Souza N, Rasini V, Veronesi E, Piccinno S, De Santis G, Horwitz E, Conte P, Paolucci P, Dominici M. Modified adipose mesenchymal progenitors target Ewing's sarcoma. Cytotherapy 2014. [DOI: 10.1016/j.jcyt.2014.01.105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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D'Souza N, Karim D, Sunthareswaran R. Bilirubin; a diagnostic marker for appendicitis. Int J Surg 2013; 11:1114-7. [DOI: 10.1016/j.ijsu.2013.09.006] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 08/29/2013] [Accepted: 09/13/2013] [Indexed: 11/29/2022]
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D'Souza N, Holden L, Chow E. Modern Palliative Radiation Treatment: Do Complexity and Workload Contribute to Medical Errors? Int J Radiat Oncol Biol Phys 2011. [DOI: 10.1016/j.ijrobp.2011.06.229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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D'Souza N, Loblaw DA, Mamedov A, Klotz E, Sugar L, Nam R. Got central prostate pathology review? A cross-sectional audit of 2009 versus 2003 outcomes. J Clin Oncol 2011. [DOI: 10.1200/jco.2011.29.7_suppl.196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
196 Background: Prostate cancer is the most common non-cutaneous cancer in Canadian men; over 24,000 will be newly diagnosed and 4,300 will die from it in 2010. Estimating an individual's risk of disease spreading across the capsule and probability of recurrence with different treatment modalities is common practice in prostate cancer management and often drive the choice or extent of treatment options. A strong predictor of recurrence and organ confined disease is tumor grade. The literature recognizes differences in grading prostate cancer between genitourinary and non-specialized pathologists; we previously reported a 30% change in risk category (Low, GS 2-6; Int., GS 7; High, GS 8-10). However, this report was based on data from 2003/2004. A repeat audit was necessary given Gleason grading practice changes following the 2005 ISUP Consensus Conference. Methods: Log books from 2009/10 where our Genitourinary Pathologists (GUP) reviewed prostate needle core biopsies were used to identify cases; a retrospective chart review was completed. The following variables were extracted: 1° Gleason score; 2° Gleason score; number of sites; % Gleason 4/5 pattern (overall); perineural invasion (present/absent); extracapsular extension (present/absent). Descriptive statistics were used to summarize the results. Results: The charts of 132 patients having a GUP biopsy review were extracted. Seventeen percent (22/132) of cases changed risk category. Of the 47 low risk cases, 23% (11/47) were up-graded in risk category (21% by 1 category; 2% by 2 categories). Of the 46 intermediate risk cases, 15% (7/46) were up-graded and 2% (1/46) were down-graded. Of the 39 high risk cases, only 8% (3/39) were down-graded by 1 risk category. Comparatively, there was a 43% reduction in risk category change between 2003/04 (30%) and 2009/10 (17%). Conclusions: Despite this reduction, a clinically significant proportion of patients changed pathologic risk category upon GUP review. Thus, it is recommended that prostate cancer pathology be routinely reviewed by a GUP as a best practice to optimize management and quality of care. Strategies are still needed to address disparities in pathologic grading and represent a potential area for further investigation. No significant financial relationships to disclose.
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Affiliation(s)
- N. D'Souza
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - D. A. Loblaw
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - A. Mamedov
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - E. Klotz
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - L. Sugar
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - R. Nam
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
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Affiliation(s)
- V Mundada
- ST3 Paediatrics, Princess of Wales Hospital, Coity Road, Bridgend CF31 1RQ, UK.
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Couderc H, Saiter A, Grenet J, Saiter J, Boiteux G, Nikaj E, Stevenson I, D'Souza N. Relaxation map of PETg-montmorillonite composites: Nanofiller concentration influence on α and β relaxation processes. POLYM ENG SCI 2008. [DOI: 10.1002/pen.21249] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Patel S, D'Souza N, Gurjar SV, Hewes JC, Edrees W. Mycotic aneurysm of the posterior tibial artery -- a rare complication of bacterial endocarditis: a case report. J Med Case Rep 2008; 2:341. [PMID: 18990208 PMCID: PMC2584657 DOI: 10.1186/1752-1947-2-341] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2008] [Accepted: 11/06/2008] [Indexed: 11/16/2022] Open
Abstract
Introduction Distal arterial embolisation and subsequent aneurysm formation are rare occurrences and most are secondary to trauma. We have found no case reports that describe posterior tibial aneurysm formation secondary to bacterial endocarditis. Case presentation We report the case of a 47-year-old Caucasian man who, 2 years after an episode of subacute bacterial endocarditis, presented with signs and symptoms consistent with posterior tibial aneurysm formation. Conclusion Posterior tibial aneurysm formation is a rare occurrence, most commonly occurring after trauma and, although other causes have been described, to our knowledge, endocarditis has not been implicated before, and as such should therefore be borne in mind when dealing with cases where no obvious aetiology is evident.
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Affiliation(s)
- S Patel
- Department of Surgery, Medway Maritime Hospital, Gillingham, Kent, UK.
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Keller B, D'Souza N, Pignol JP. SU-FF-T-246: First Report On a Badge Survey for Family Members Living with Permanent Pd-103 Breast Seed Implant Patients. Med Phys 2006. [DOI: 10.1118/1.2241168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Abstract
Disease control has increasingly shifted towards large scale, disease specific, public health interventions. The emerging problems of HIV, hepatitis, malaria, typhoid, tuberculosis, childhood pneumonia, and meningitis have made community based trials of interventions a cost effective long term investment for the health of a population. The authors conducted this study to explore the complexities involved in obtaining informed consent to participation in rural north India, and how people there make decisions related to participation in clinical research.
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Affiliation(s)
- A DeCosta
- Department of Pharmacology, All India Institute of Medical Sciences, New Delhi 11029, India
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Lakhkar BB, D'Souza N, Bhaskaranand N. Jaundice--a rare presentation of tuberculosis. Indian Pediatr 1994; 31:1563-4. [PMID: 7875824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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Abstract
All 3 daughters of a mother with glaucoma had a conotruncal abnormality of the heart and glaucoma. The presence of heart and eye anomaly may be coincidental; however, both may be related to abnormal development of neural crest. The pedigree suggests autosomal dominant inheritance in this family.
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Affiliation(s)
- S C Chen
- Department of Pediatrics, St. Louis University School of Medicine, Missouri
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Karanian J, Yergey J, Lister R, D'Souza N, Linnoila M, Salem N. Characterization of an automated apparatus for precise control of inhalation chamber ethanol vapor and blood ethanol concentrations. Alcohol Clin Exp Res 1986; 10:443-7. [PMID: 3530024 DOI: 10.1111/j.1530-0277.1986.tb05121.x] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Inhalation chambers with a monitoring and control apparatus for ethanol vapor exposure of small animals were constructed. A thermal conductivity detector was employed for continuous measurement of inhalation chamber ethanol vapor concentration. The concentration was maintained within a very narrow range (+/- 1 mg/liter) by incorporating into the design a feedback loop which controls the ethanol pump. As expected, the blood ethanol concentrations (BEC) of male Sprague-Dawley rats were positively and linearly correlated to the chamber ethanol concentration. When rats were exposed for 24 hr to a chamber ethanol concentration of 17, 25, or 32 mg/liter, correspondingly low, moderate, or high mean blood ethanol levels were obtained. When a large population of this strain of rats (n = 121) was exposed to a constant ethanol vapor concentration for 14 days (25 mg/liter) considerable interindividual variation in blood levels occurred. There was also individual variation over time in the BEC of animals monitored. The mean +/- SD BEC was 189 +/- 90 mg/100 ml for this population and a gaussian-like distribution was obtained with regard to BEC. Behavior characteristic of alcohol withdrawal was observed in rats with BEC greater than 120 mg/100 ml after 3.5, 7, or 14 days of exposure. This apparatus and inhalation paradigm make possible the precise control of chamber ethanol concentration which markedly enhances control over both intra- and intersubject fluctuation in blood ethanol levels during alcohol exposure and the comprehensive examination of relationships between a wide range of blood ethanol concentrations and their physiological and biochemical effects.
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Abstract
Hypoventilation syndrome was observed in an infant with a neurenteric cyst. She died at 9 months of age following episodic bradycardia and the loss of voluntary as well as autonomic respiratory control. There was a mediastinal neurenteric cyst with anterior spina bifida and extension into the upper thoracic spinal cord. Secondary syringomyelobulbia was present at necropsy. The syringobulbia involved the hypoglossal nuclei, the dorsal motor nuclei of the vagus in the lower medulla, the right nucleus ambiguus, the right fasciculus and nucleus solitarius, the right mediolateral reticular formation, and the right dorsal motor nucleus of the vagus at the level of the obex. This morphologic distribution is attributed to the intraspinal rupture and upward extension of the mucinous contents of the cyst, and appears to be responsible for the hypoventilation syndrome.
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