A Polygenic Risk Score for Late Bladder Toxicity Following Radiotherapy for Non-Metastatic Prostate Cancer

被引:1
作者
Farazi, Manzur [1 ]
Yang, Xin [1 ]
Gehl, Carson J. [1 ]
Barnett, Gillian C. [2 ]
Burnet, Neil G. [3 ]
Chang-Claude, Jenny [4 ]
Parker, Christopher C. [5 ]
Dunning, Alison M. [6 ]
Azria, David [7 ]
Choudhury, Ananya [8 ]
Rancati, Tiziana [9 ]
De Ruysscher, Dirk [10 ]
Seibold, Petra [4 ]
Sperk, Elena [11 ]
Talbot, Christopher J. [12 ]
Veldeman, Liv [13 ]
Webb, Adam J. [12 ]
Elliott, Rebecca [8 ]
Aguado-Barrera, Miguel E. [14 ,15 ]
Carballo, Ana M. [14 ,16 ]
Fuentes-Rios, Olivia [14 ,15 ]
Gomez-Caamano, Antonio [14 ,16 ]
Peleteiro, Paula [14 ,16 ]
Vega, Ana [14 ,15 ,17 ]
Ostrer, Harry [18 ]
Rosenstein, Barry S. [19 ]
Saito, Shiro [20 ]
Parliament, Matthew [21 ]
Usmani, Nawaid [21 ]
Marples, Brian [22 ]
Chen, Yuhchyau [22 ]
Morrow, Gary [22 ]
Messing, Edward [22 ]
Janelsins, Michelle C. [22 ]
Hall, William [1 ]
West, Catharine M. L. [8 ]
Auer, Paul L. [1 ]
Kerns, Sarah L. [1 ]
机构
[1] Med Coll Wisconsin, Milwaukee, WI USA
[2] Cambridge Univ Hosp NHS Fdn Trust, Cambridge, England
[3] Christie NHS Fdn Trust, Manchester, England
[4] German Canc Res Ctr, Heidelberg, Germany
[5] Royal Marsden NHS Fdn Trust, Sutton, England
[6] Univ Cambridge, Cambridge, England
[7] Univ Montpellier, Montpellier Canc Inst ICM, INSERM IRCM U1194, Montpellier, France
[8] Univ Manchester, Manchester, England
[9] Fdn IRCCS Ist Nazl Tumori, Milan, Italy
[10] Maastricht Univ, Med Ctr, GROW Sch, Maastricht, Netherlands
[11] Heidelberg Univ, Univ Med Ctr Mannheim, Med Fac Mannheim, Mannheim Canc Ctr, Mannheim, Germany
[12] Univ Leicester, Leicester, England
[13] Univ Ghent, Ghent Univ Hosp, Ghent, Belgium
[14] Inst Invest Sanitaria Santiago de Compostela, Grp Genet Canc & Enfermedades Raras, Santiago De Compostela, Spain
[15] Fdn Publ Galega Med Xen, Santiago De Compostela, Spain
[16] Hosp Clin Univ Santiago de Compostela, Serv Galego Saude SERGAS, Santiago De Compostela, Spain
[17] Biomed Network Rare Dis CIBERER, Madrid, Spain
[18] Albert Einstein Coll Med, Bronx, NY USA
[19] Icahn Sch Med Mt Sinai, New York, NY USA
[20] Natl Tokyo Med Ctr, Tokyo, Japan
[21] Univ Alberta, Cross Canc Inst, Edmonton, AB, Canada
[22] Univ Rochester, Rochester, NY USA
关键词
GENOME-WIDE ASSOCIATION; QUALITY-OF-LIFE; RADIATION TOXICITY; GENETIC-VARIANTS; URINARY-BLADDER; METAANALYSIS; DISEASE; REQUITE; TRIAL;
D O I
10.1158/1055-9965.EPI-24-1228
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Late bladder toxicity is a concern for patients receiving prostate cancer radiotherapy and negatively affects survivors. Few risk factors are known beyond the radiation dose and volume of bladder exposed. A polygenic risk score (PRS) could identify susceptible patients. Methods: A PRS was built using genome-wide association results from the Radiogenomics Consortium (N = 3,988) and then tested in the prospective REQUITE and URWCI studies (N = 2,034). The primary outcome was time to patient-reported gross [grade >= 2, (>= G2)] hematuria, analyzed using Cox proportional hazards regression. Secondary outcomes were >= G2 urinary retention and frequency. The PRS was externally validated for clinically diagnosed irradiation cystitis in the UK Biobank (N = 8,430). A gene-burden test evaluated rare coding variants. Results: A 115-variant PRS was associated with a significantly increased risk of >= G2 hematuria [hazard ratio (HR) per SD = 1.22; P = 0.009] as well as urinary retention (HR per SD = 1.18; P = 0.016) and frequency (HR per SD = 1.14; P = 0.036). When binarized, men in the upper decile (PRShigh) had a >2-fold increased risk of hematuria after adjusting for clinical risk factors [HR = 2.12; P = 0.002; Harrel's concordance index = 0.71 (95% confidence interval, 0.65-0.76)]. A similar effect size was seen in the UK Biobank for clinically diagnosed irradiation cystitis [odds ratio (OR) = 2.15; P = 0.026]. The burden test identified BOD1L1 as a putative novel radiosensitivity gene. Conclusions: This PRS identifies susceptible patients and could guide the selection of those needing reoptimized treatment plans that spare the bladder beyond currently recommended constraints.
引用
收藏
页码:795 / 804
页数:10
相关论文
共 43 条
[1]   The association of treatment-related symptoms with quality-of-life outcomes for localized prostate carcinoma patients [J].
Bacon, CG ;
Giovannucci, E ;
Testa, M ;
Glass, TA ;
Kawachi, I .
CANCER, 2002, 94 (03) :862-871
[2]   The Impact of Clinical Factors on the Development of Late Radiation Toxicity: Results from the Medical Research Council RT01 Trial (ISRCTN47772397) [J].
Barnett, G. C. ;
De Meerleer, G. ;
Gulliford, S. L. ;
Sydes, M. R. ;
Elliott, R. M. ;
Dearnaley, D. P. .
CLINICAL ONCOLOGY, 2011, 23 (09) :613-624
[3]   A genome wide association study (GWAS) providing evidence of an association between common genetic variants and late radiotherapy toxicity [J].
Barnett, Gillian C. ;
Thompson, Deborah ;
Fachal, Laura ;
Kerns, Sarah ;
Talbot, Chris ;
Elliott, Rebecca M. ;
Dorling, Leila ;
Coles, Charlotte E. ;
Dearnaley, David P. ;
Rosenstein, Barry S. ;
Vega, Ana ;
Symonds, Paul ;
Yarnold, John ;
Baynes, Caroline ;
Michailidou, Kyriaki ;
Dennis, Joe ;
Tyrer, Jonathan P. ;
Wilkinson, Jennifer S. ;
Gomez-Caamano, Antonio ;
Tanteles, George A. ;
Platte, Radka ;
Mayes, Rebecca ;
Conroy, Don ;
Maranian, Mel ;
Luccarini, Craig ;
Gulliford, Sarah L. ;
Sydes, Matthew R. ;
Hall, Emma ;
Haviland, Joanne ;
Misra, Vivek ;
Titley, Jennifer ;
Bentzen, Soren M. ;
Pharoah, Paul D. P. ;
Burnet, Neil G. ;
Dunning, Alison M. ;
West, Catharine M. L. .
RADIOTHERAPY AND ONCOLOGY, 2014, 111 (02) :178-185
[4]   H3K4 methylation by SETD1A/BOD1L facilitates RIF1-dependent NHEJ [J].
Bayley, Rachel ;
Borel, Valerie ;
Moss, Rhiannon J. ;
Sweatman, Ellie ;
Ruis, Philip ;
Ormrod, Alice ;
Goula, Amalia ;
Mottram, Rachel M. A. ;
Stanage, Tyler ;
Hewitt, Graeme ;
Saponaro, Marco ;
Stewart, Grant S. ;
Boulton, Simon J. ;
Higgs, Martin R. .
MOLECULAR CELL, 2022, 82 (10) :1924-+
[5]   Adaptive Radiotherapy: Moving Into the Future [J].
Brock, Kristy K. .
SEMINARS IN RADIATION ONCOLOGY, 2019, 29 (03) :181-184
[6]   Understanding Molecular Mechanisms and Identifying Key Processes in Chronic Radiation Cystitis [J].
Brossard, Clement ;
Lefranc, Anne-Charlotte ;
Simon, Jean-Marc ;
Benderitter, Marc ;
Milliat, Fabien ;
Chapel, Alain .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (03)
[7]   The UK Biobank resource with deep phenotyping and genomic data [J].
Bycroft, Clare ;
Freeman, Colin ;
Petkova, Desislava ;
Band, Gavin ;
Elliott, Lloyd T. ;
Sharp, Kevin ;
Motyer, Allan ;
Vukcevic, Damjan ;
Delaneau, Olivier ;
O'Connell, Jared ;
Cortes, Adrian ;
Welsh, Samantha ;
Young, Alan ;
Effingham, Mark ;
McVean, Gil ;
Leslie, Stephen ;
Allen, Naomi ;
Donnelly, Peter ;
Marchini, Jonathan .
NATURE, 2018, 562 (7726) :203-+
[8]   PRSice-2: Polygenic Risk Score software for biobank-scale data [J].
Choi, Shing Wan ;
O'Reilly, Paul F. .
GIGASCIENCE, 2019, 8 (07)
[9]   Combined Effect of a Polygenic Risk Score and Rare Genetic Variants on Prostate Cancer Risk [J].
Darst, Burcu F. ;
Sheng, Xin ;
Eeles, Rosalind A. ;
Kote-Jarai, Zsofia ;
Conti, David V. ;
Haiman, Christopher A. .
EUROPEAN UROLOGY, 2021, 80 (02) :134-138
[10]   Next-generation genotype imputation service and methods [J].
Das, Sayantan ;
Forer, Lukas ;
Schoenherr, Sebastian ;
Sidore, Carlo ;
Locke, Adam E. ;
Kwong, Alan ;
Vrieze, Scott I. ;
Chew, Emily Y. ;
Levy, Shawn ;
McGue, Matt ;
Schlessinger, David ;
Stambolian, Dwight ;
Loh, Po-Ru ;
Iacono, William G. ;
Swaroop, Anand ;
Scott, Laura J. ;
Cucca, Francesco ;
Kronenberg, Florian ;
Boehnke, Michael ;
Abecasis, Goncalo R. ;
Fuchsberger, Christian .
NATURE GENETICS, 2016, 48 (10) :1284-1287