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Kerns SL, Amidon Morlang A, Lee SM, Peterson DR, Marples B, Zhang H, Bylund K, Rosenzweig D, Hall W, De Ruyck K, Rosenstein BS, Stock RG, Gómez-Caamaño A, Vega A, Sosa-Fajardo P, Taboada-Valladares B, Aguado-Barrera ME, Parker C, Veldeman L, Fonteyne V, Bultijnck R, Talbot CJ, Symonds RP, Johnson K, Rattay T, Webb A, Lambrecht M, de Ruysscher D, Vanneste B, Choudhury A, Elliott RM, Sperk E, Herskind C, Veldwijk MR, Rancati T, Avuzzi B, Valdagni R, Azria D, Farcy Jacquet MP, Chang-Claude J, Seibold P, West C, Janelsins M, Chen Y, Messing E, Morrow G. Use of angiotensin converting enzyme inhibitors is associated with reduced risk of late bladder toxicity following radiotherapy for prostate cancer. Radiother Oncol 2022; 168:75-82. [PMID: 35077710 PMCID: PMC8986577 DOI: 10.1016/j.radonc.2022.01.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 01/10/2022] [Accepted: 01/12/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND PURPOSE Genome-wide association studies (GWAS) of late hematuria following prostate cancer radiotherapy identified single nucleotide polymorphisms (SNPs) near AGT, encoding angiotensinogen. We tested the hypothesis that patients taking angiotensin converting enzyme inhibitors (ACEi) have a reduced risk of late hematuria. We additionally tested genetically-defined hypertension. MATERIALS AND METHODS Prostate cancer patients undergoing potentially-curative radiotherapy were enrolled onto two multi-center observational studies, URWCI (N = 256) and REQUITE (N = 1,437). Patients were assessed pre-radiotherapy and followed prospectively for development of toxicity for up to four years. The cumulative probability of hematuria was estimated by the Kaplan-Meier method. Multivariable grouped relative risk models assessed the effect of ACEi on time to hematuria adjusting for clinical factors and stratified by enrollment site. A polygenic risk score (PRS) for blood pressure was tested for association with hematuria in REQUITE and our Radiogenomics Consortium GWAS. RESULTS Patients taking ACEi during radiotherapy had a reduced risk of hematuria (HR 0.51, 95%CI 0.28 to 0.94, p = 0.030) after adjusting for prior transurethral prostate and/or bladder resection, heart disease, pelvic node radiotherapy, and bladder volume receiving 70 Gy, which are associated with hematuria. A blood pressure PRS was associated with hypertension (odds ratio per standard deviation 1.38, 95%CI 1.31 to 1.46, n = 5,288, p < 0.001) but not hematuria (HR per standard deviation 0.96, 95%CI 0.87 to 1.06, n = 5,126, p = 0.41). CONCLUSIONS Our study is the first to show a radioprotective effect of ACEi on bladder in an international, multi-site study of patients receiving pelvic radiotherapy. Mechanistic studies are needed to understand how targeting the angiotensin pathway protects the bladder.
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Affiliation(s)
- Sarah L Kerns
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States.
| | - Ashley Amidon Morlang
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Sharon M Lee
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Derick R Peterson
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, United States
| | - Brian Marples
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Hong Zhang
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Kevin Bylund
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Doug Rosenzweig
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - William Hall
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, United States
| | - Kim De Ruyck
- Department of Radiation Oncology, Ghent University Hospital and Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Barry S Rosenstein
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, United States; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Richard G Stock
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Antonio Gómez-Caamaño
- Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Ana Vega
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Fundación Pública Galega de Medicina Xenómica-Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | - Paloma Sosa-Fajardo
- Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Fundación Pública Galega de Medicina Xenómica-Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain
| | - Begoña Taboada-Valladares
- Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Miguel E Aguado-Barrera
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Fundación Pública Galega de Medicina Xenómica-Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain
| | - Chris Parker
- Department of Uro-oncology, The Royal Marsden NHS Foundation Trust and Institute of Cancer Research, Sutton, United Kingdom
| | - Liv Veldeman
- Department of Radiation Oncology, Ghent University Hospital and Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Valérie Fonteyne
- Department of Radiation Oncology, Ghent University Hospital and Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Renée Bultijnck
- Department of Radiation Oncology, Ghent University Hospital and Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | | | - R Paul Symonds
- Leicester Cancer Research Centre, University of Leicester, United Kingdom
| | - Kerstie Johnson
- Leicester Cancer Research Centre, University of Leicester, United Kingdom
| | - Tim Rattay
- Leicester Cancer Research Centre, University of Leicester, United Kingdom
| | - Adam Webb
- Department of Genetics and Genome Biology, University of Leicester, United Kingdom
| | | | - Dirk de Ruysscher
- KU Leuven, Radiation Oncology, Leuven, Belgium; Maastricht University Medical Center, Department of Radiation Oncology (Maastro Clinic), GROW School for Oncology and Developmental Biology, Maastricht, the Netherlands
| | - Ben Vanneste
- KU Leuven, Radiation Oncology, Leuven, Belgium; Maastricht University Medical Center, Department of Radiation Oncology (Maastro Clinic), GROW School for Oncology and Developmental Biology, Maastricht, the Netherlands
| | - Ananya Choudhury
- Division of Cancer Sciences, the University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, Manchester, the Netherlands
| | - Rebecca M Elliott
- Division of Cancer Sciences, the University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, Manchester, the Netherlands
| | - Elena Sperk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Carsten Herskind
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Marlon R Veldwijk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Barbara Avuzzi
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Oncology and Hemato-oncology, Università degli Studi di Milano, Milan, Italy
| | - David Azria
- Department of Radiation Oncology, Montpellier Cancer Institute, Université Montpellier, Inserm U1194, France
| | | | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany; Cancer Epidemiology Group, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Germany
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Catharine West
- Division of Cancer Sciences, the University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, Manchester, the Netherlands
| | - Michelle Janelsins
- Department of Surgery, University of Rochester Medical Center, Rochester, United States
| | - Yuhchyau Chen
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Edward Messing
- Department of Urology, University of Rochester Medical Center, Rochester, United States
| | - Gary Morrow
- Department of Surgery, University of Rochester Medical Center, Rochester, United States
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Lemanska A, Byford RC, Correa A, Cruickshank C, Dearnaley DP, Griffin C, Hall E, de Lusignan S, Faithfull S. Linking CHHiP prostate cancer RCT with GP records: A study proposal to investigate the effect of co-morbidities and medications on long-term symptoms and radiotherapy-related toxicity. Tech Innov Patient Support Radiat Oncol 2017; 2:5-12. [PMID: 32095558 PMCID: PMC7033766 DOI: 10.1016/j.tipsro.2017.06.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 05/17/2017] [Accepted: 06/07/2017] [Indexed: 12/25/2022] Open
Abstract
Background Patients receiving cancer treatment often have one or more co-morbid conditions that are treated pharmacologically. Co-morbidities are recorded in clinical trials usually only at baseline. However, co-morbidities evolve and new ones emerge during cancer treatment. The interaction between multi-morbidity and cancer recovery is significant but poorly understood. Purpose To investigate the effect of co-morbidities (e.g. cardiovascular and diabetes) and medications (e.g. statins, antihypertensives, metformin) on radiotherapy-related toxicity and long-term symptoms in order to identify potential risk factors. The possible protective effect of medications such as statins or antihypertensives in reducing radiotherapy-related toxicity will also be explored. Methods Two datasets will be linked. (1) CHHiP (Conventional or Hypofractionated High Dose Intensity Modulated Radiotherapy for Prostate Cancer) randomised control trial. CHHiP contains pelvic symptoms and radiation-related toxicity reported by patients and clinicians. (2) GP (General Practice) data from RCGP RSC (Royal College of General Practitioners Research and Surveillance Centre). The GP records of CHHiP patients will be extracted, including cardiovascular co-morbidities, diabetes and prescription medications. Statistical analysis of the combined dataset will be performed in order to investigate the effect. Conclusions Linking two sources of healthcare data is an exciting area of big healthcare data research. With limited data in clinical trials (not all clinical trials collect information on co-morbidities or medications) and limited lengths of follow-up, linking different sources of information is increasingly needed to investigate long-term outcomes. With increasing pressures to collect detailed information in clinical trials (e.g. co-morbidities, medications), linkage to routinely collected data offers the potential to support efficient conduct of clinical trials.
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Key Words
- ANOVA, analysis of variance
- BNF, British National Formulary
- Big data
- CHHiP
- CHHiP, Conventional or Hypofractionated High Dose Intensity Modulated Radiotherapy for Prostate Cancer
- Data linkage
- EPIC, Expanded Prostate Cancer Index Composite
- FACT-P, Functional Assessment of Cancer Therapy-Prostate
- GEE, Generalized Estimating Equations
- GP, General Practitioner
- ICD10, International Classification of Disease version 10
- ICR, Institute of Cancer Research
- IMRT, Intensity Modulated Radiotherapy
- LENT/SOMA, Late Effects Normal Tissue Toxicity; subjective, objective, management, and analytic
- Late-effects
- PCa, Prostate cancer
- PROs, Patient Reported Outcomes
- QOL, Quality of life
- RCGP RSC
- RCGP, Royal College of General Practitioners
- RCT, Randomised Control Trial
- REC, Research Ethics Committee
- RSC, Research & Surveillance Centre
- RTOG, Radiation Therapy Oncology Group
- Radiotherapy-related side-effects
- SHA2-512, Secure Hash Algorithm 2 with 512 bit hash values
- UCLA-PCI, University of California, Los Angeles Prostate Cancer Index
- UK, United Kingdom
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Affiliation(s)
- Agnieszka Lemanska
- School of Health Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK
| | - Rachel C Byford
- Department of Health Care Management and Policy, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK
| | - Ana Correa
- Department of Health Care Management and Policy, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK
| | - Clare Cruickshank
- The Institute of Cancer Research - Clinical Trials and Statistics Unit, London, UK
| | - David P Dearnaley
- The Institute of Cancer Research and Royal Marsden NHS Trust, London, UK
| | - Clare Griffin
- The Institute of Cancer Research - Clinical Trials and Statistics Unit, London, UK
| | - Emma Hall
- The Institute of Cancer Research - Clinical Trials and Statistics Unit, London, UK
| | - Simon de Lusignan
- Department of Health Care Management and Policy, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK
| | - Sara Faithfull
- School of Health Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK
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