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Khadhouri S, Gallagher KM, MacKenzie KR, Shah TT, Gao C, Moore S, Zimmermann EF, Edison E, Jefferies M, Nambiar A, Anbarasan T, Mannas MP, Lee T, Marra G, Gómez Rivas J, Marcq G, Assmus MA, Uçar T, Claps F, Boltri M, La Montagna G, Burnhope T, Nkwam N, Austin T, Boxall NE, Downey AP, Sukhu TA, Antón-Juanilla M, Rai S, Chin YF, Moore M, Drake T, Green JSA, Goulao B, MacLennan G, Nielsen M, McGrath JS, Kasivisvanathan V. Developing a Diagnostic Multivariable Prediction Model for Urinary Tract Cancer in Patients Referred with Haematuria: Results from the IDENTIFY Collaborative Study. Eur Urol Focus 2022; 8:1673-1682. [PMID: 35760722 DOI: 10.1016/j.euf.2022.06.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 05/05/2022] [Accepted: 06/04/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND Patient factors associated with urinary tract cancer can be used to risk stratify patients referred with haematuria, prioritising those with a higher risk of cancer for prompt investigation. OBJECTIVE To develop a prediction model for urinary tract cancer in patients referred with haematuria. DESIGN, SETTING, AND PARTICIPANTS A prospective observational study was conducted in 10 282 patients from 110 hospitals across 26 countries, aged ≥16 yr and referred to secondary care with haematuria. Patients with a known or previous urological malignancy were excluded. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS The primary outcomes were the presence or absence of urinary tract cancer (bladder cancer, upper tract urothelial cancer [UTUC], and renal cancer). Mixed-effect multivariable logistic regression was performed with site and country as random effects and clinically important patient-level candidate predictors, chosen a priori, as fixed effects. Predictors were selected primarily using clinical reasoning, in addition to backward stepwise selection. Calibration and discrimination were calculated, and bootstrap validation was performed to calculate optimism. RESULTS AND LIMITATIONS The unadjusted prevalence was 17.2% (n = 1763) for bladder cancer, 1.20% (n = 123) for UTUC, and 1.00% (n = 103) for renal cancer. The final model included predictors of increased risk (visible haematuria, age, smoking history, male sex, and family history) and reduced risk (previous haematuria investigations, urinary tract infection, dysuria/suprapubic pain, anticoagulation, catheter use, and previous pelvic radiotherapy). The area under the receiver operating characteristic curve of the final model was 0.86 (95% confidence interval 0.85-0.87). The model is limited to patients without previous urological malignancy. CONCLUSIONS This cancer prediction model is the first to consider established and novel urinary tract cancer diagnostic markers. It can be used in secondary care for risk stratifying patients and aid the clinician's decision-making process in prioritising patients for investigation. PATIENT SUMMARY We have developed a tool that uses a person's characteristics to determine the risk of cancer if that person develops blood in the urine (haematuria). This can be used to help prioritise patients for further investigation.
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Affiliation(s)
- Sinan Khadhouri
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK; Aberdeen Royal Infirmary, Aberdeen, UK; British Urology Researchers in Surgical Training (BURST) Collaborative, UK.
| | - Kevin M Gallagher
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Western General Hospital, Edinburgh, UK; Department of Clinical Surgery, University of Edinburgh, Edinburgh, UK
| | - Kenneth R MacKenzie
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Freeman Hospital, Newcastle Upon Tyne, UK
| | - Taimur T Shah
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Department of Surgery and Cancer, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK; Division of Surgery, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Chuanyu Gao
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Addenbrookes Hospital, Cambridge, UK
| | - Sacha Moore
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Wrexham Maelor Hospital, Wrexham, UK
| | - Eleanor F Zimmermann
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Torbay and South Devon NHS Foundation Trust, Torbay, UK
| | - Eric Edison
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Department of Urology, Whipps Cross Hospital, Barts Health NHS Trust, London, UK
| | - Matthew Jefferies
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Morriston Hospital, Swansea, UK; Swansea University, Swansea, UK
| | - Arjun Nambiar
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Freeman Hospital, Newcastle Upon Tyne, UK
| | - Thineskrishna Anbarasan
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Western General Hospital, Edinburgh, UK
| | - Miles P Mannas
- Department of Urologic Sciences, University of British Columbia, Vancouver, Canada
| | - Taeweon Lee
- Department of Urologic Sciences, University of British Columbia, Vancouver, Canada
| | - Giancarlo Marra
- Department of Surgical Sciences, Città della Salute e della Scienza, Turin, Italy; University of Turin, Turin, Italy
| | - Juan Gómez Rivas
- Department of Urology, La Paz University Hospital, Madrid, Spain
| | - Gautier Marcq
- Urology Department, Claude Huriez Hospital, CHU Lille, Lille, France; CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277 - CANTHER - Cancer Heterogeneity Plasticity and Resistance to Therapies, University Lille, Lille, France
| | - Mark A Assmus
- Division of Urology, Department of Surgery, University of Alberta, Edmonton, Alberta, Canada
| | - Taha Uçar
- Department of Urology, Istanbul Medeniyet University, Istanbul, Turkey
| | - Francesco Claps
- Urological Clinic, Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | - Matteo Boltri
- Urological Clinic, Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | - Giuseppe La Montagna
- Urological Clinic, Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | - Tara Burnhope
- University Hospitals of Derby and Burton NHS Foundation Trust, Derby, UK
| | - Nkwam Nkwam
- University Hospitals of Derby and Burton NHS Foundation Trust, Derby, UK
| | - Tomas Austin
- Department of Urology, Queen Alexandra Hospital, Portsmouth, UK
| | | | | | - Troy A Sukhu
- University of North Carolina Hospitals, Chapel Hill, NC, USA
| | | | - Sonpreet Rai
- St James University Hospital, Leeds Teaching Hospital NHS Trust, Leeds, UK
| | | | - Madeline Moore
- University Hospitals of Derby and Burton NHS Foundation Trust, Derby, UK
| | | | - James S A Green
- Department of Urology, Whipps Cross Hospital, Barts Health NHS Trust, London, UK; Healthcare and Population Research, Kings College, London, UK
| | - Beatriz Goulao
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Graeme MacLennan
- Centre for Healthcare Randomised Trials, University of Aberdeen, Aberdeen, UK
| | - Matthew Nielsen
- University of North Carolina Hospitals, Chapel Hill, NC, USA
| | - John S McGrath
- University of Exeter Medical School, Exeter, UK; Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Veeru Kasivisvanathan
- British Urology Researchers in Surgical Training (BURST) Collaborative, UK; Division of Surgery and Interventional Science, University College London, London, UK; Department of Urology, University College London Hospitals NHS Foundation Trust, London, UK
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Clarebrough E, McGrath S, Christidis D, Lawrentschuk N. CATCH-22: a manual bladder washout protocol to improve care for clot retention. World J Urol 2018; 36:2043-2050. [PMID: 29808300 DOI: 10.1007/s00345-018-2346-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 05/17/2018] [Indexed: 11/27/2022] Open
Abstract
PURPOSE To review current practices in manual bladder washouts (MBW) for haematuria with clot retention, comparing those conducted by a urology unit to other inpatient services. Secondly, to describe a standardised protocol for MBWs. METHODS Prospective data were collected for patients treated for clot retention, from initial management by referral units through to implementation of a standardised MBW by the urology service. Outcomes measured included re-catheterisation, MBW volumes, clot evacuated and time to discharge or subsequent intervention. RESULTS Initial catheters inserted by referral teams were sized 16 Fr-20 Fr, all except one requiring upsizing. Mean washout volumes of 145 ml (SD 125) and 5392 ml (SD 847) were used by referring units and the urology service, respectively. Mean volume of clot evacuated by the standardised MBW was 617 ml (SD 313). Continuous bladder irrigation (CBI) was commenced in 16 patients (66%) prior to referral to urology. Median time to discharge was 48 h. CONCLUSION Initial catheter insertion is of inadequate size, as is the volume of washout performed. Referring services fail to clear adequate amounts of clot with washouts posing potential risks to patients. The standard management of clot retention should involve the use of at least a 22 F catheter, implement best practice infection control and adopt the last Clot + 1L rule with catheter manipulation. The key points of our recommended MBW are summarised with the acronym CATCH-22. This protocol can guide initial management of clot retention and be used as an educational tool.
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Affiliation(s)
- Emma Clarebrough
- Department of Surgery, Royal Melbourne Hospital, Melbourne, VIC, Australia.
- Young Urology Researchers Organisation (YURO), Melbourne, Australia.
| | - Shannon McGrath
- Young Urology Researchers Organisation (YURO), Melbourne, Australia
- Department of Surgery, Austin Health, University of Melbourne, Melbourne, VIC, Australia
| | - Daniel Christidis
- Young Urology Researchers Organisation (YURO), Melbourne, Australia
- Department of Surgery, Austin Health, University of Melbourne, Melbourne, VIC, Australia
| | - Nathan Lawrentschuk
- Department of Surgery, University of Melbourne, Austin Health, Melbourne, Australia
- Olivia Newton John Cancer Research Institute, Austin Health, Melbourne, Australia
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, Australia
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