Grant Details
Grant Number: |
1R01CA134444-01A1 Interpret this number |
Primary Investigator: |
Rosenstein, Barry |
Organization: |
Icahn School Of Medicine At Mount Sinai |
Project Title: |
Genome-Wide Study to Identify Snps and Cnps Associated with Radiation Injury |
Fiscal Year: |
2009 |
Abstract
DESCRIPTION (provided by applicant): A subgroup of prostate cancer patients treated with brachytherapy experience radiation-induced injury manifested as either urinary morbidity, proctitis or erectile dysfunction (ED). Results have been obtained from a series of studies suggestive of a genetic basis for clinical radiosensitivity and it has been hypothesized that many patients who exhibit normal tissue radiation toxicity harbor specific single nucleotide polymorphisms (SNPs) and copy number polymorphisms (CNPs) associated with a susceptibility for the development of adverse effects resulting from a radiation treatment for prostate cancer. However, the research performed to date has been restricted to genotyping only a limited number of SNPs in a small group of candidate genes. In recognition of our inadequate understanding of the pathways involved in the development of radiation-induced urinary morbidity, proctitis and ED, as well as the incomplete knowledge of the spectrum of genes/proteins involved in the development of these forms of radiation toxicity, it is likely that we have failed to identify many of the SNPs and CNPs that are associated with the development of these manifestations of radiation injury. Therefore, we are proposing a new and innovative strategy to achieve this goal in which a genome wide association study will be performed to discover a more complete spectrum of the SNPs and CNPs (and genes) that are associated with clinical radiosensitivity. This will be a case-control study in which each prostate cancer patient that develops either urinary morbidity, proctitis or ED will be matched on age, race, stage, date of diagnosis and dosimetric parameters, with an appropriate control patient who did not develop that form of radiation injury. There will be 200 cases and 200 controls for each form of radiation injury in this study. Half of the subjects will first be screened for SNPs and CNPs using the Affymetrix 6.0 SNP array. The type I error (a) for rejection of the null hypothesis will be set at 0.0001. Therefore, depending on the minor allele frequency, we will be able to identify SNPs and CNPs whose genome relative risks (GRRs) for the development of each form of radiation induced injury is greater than approximately 2.5. Although this is a relatively modest number of subjects for a genome wide association study, therefore enabling identification of SNPs or CNPs only with relatively high GRRs, it is important to note that only SNPs and CNPs with GRRs greater than roughly 2.5 will likely be of useful predictive value in the actual clinical setting considering the dosimetric uncertainties associated with a standard radiotherapy treatment. A second phase validation study will be performed with a separate replication set comprising the other half of the subjects selected for this project using an a of 0.01, which should eliminate virtually all false positives identified in the initial phase. Finally, we will perform comprehensive SNP screening for all subjects of the DNA region surrounding every SNP that proves positively associated with each form of radiation injury in the replication set of subjects in order to genotype all SNPs in a haplotype block.
PUBLIC HEALTH RELEVANCE: This project represents the first study to use the powerful results obtained through the HapMap project and the low cost SNP/CNP genotyping that has become possible with the creation of high density SNP/CNP arrays to perform a genome wide association study to identify SNPs or CNPs associated with the development of radiation injury resulting from treatment for prostate cancer. The results of this project should provide a basis for a predictive screening assay to identify prostate cancer patients who are most likely to develop urinary morbidity, proctitis or ED following radiotherapy.
Publications
NON-ADDITIVE EFFECTS OF COMMON GENETIC VARIANTS HAVE A NEGLIGENT CONTRIBUTION TO CANCER HERITABILITY.
Authors: Hammermeister Suger A.
, Harrison T.A.
, Henning B.
, Turman C.
, Kraft P.
, Lindström S.
.
Source: Cancer Epidemiology, Biomarkers & Prevention : A Publication Of The American Association For Cancer Research, Cosponsored By The American Society Of Preventive Oncology, 2024-07-17 00:00:00.0; , .
EPub date: 2024-07-17 00:00:00.0.
PMID: 39018351
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Genomics models in radiotherapy: From mechanistic to machine learning.
Authors: Kang J.
, Coates J.T.
, Strawderman R.L.
, Rosenstein B.S.
, Kerns S.L.
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Source: Medical Physics, 2020 Jun; 47(5), p. e203-e217.
PMID: 32418335
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Radiation biology and oncology in the genomic era.
Authors: Kerns S.L.
, Chuang K.H.
, Hall W.
, Werner Z.
, Chen Y.
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, West C.
, Rosenstein B.
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Source: The British Journal Of Radiology, 2018 Nov; 91(1091), p. 20170949.
EPub date: 2018-06-14 00:00:00.0.
PMID: 29888979
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Radiogenomic Predictors of Adverse Effects following Charged Particle Therapy.
Authors: Morton L.M.
, Ricks-Santi L.
, West C.M.L.
, Rosenstein B.S.
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Source: International Journal Of Particle Therapy, 2018 Summer; 5(1), p. 103-113.
EPub date: 2018-09-21 00:00:00.0.
PMID: 30505881
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Machine Learning and Radiogenomics: Lessons Learned and Future Directions.
Authors: Kang J.
, Rancati T.
, Lee S.
, Oh J.H.
, Kerns S.L.
, Scott J.G.
, Schwartz R.
, Kim S.
, Rosenstein B.S.
.
Source: Frontiers In Oncology, 2018; 8, p. 228.
EPub date: 2018-06-21 00:00:00.0.
PMID: 29977864
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Radiogenomics: Identification of Genomic Predictors for Radiation Toxicity.
Authors: Rosenstein B.S.
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Source: Seminars In Radiation Oncology, 2017 Oct; 27(4), p. 300-309.
PMID: 28865512
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Radiogenomics and radiotherapy response modeling.
Authors: El Naqa I.
, Kerns S.L.
, Coates J.
, Luo Y.
, Speers C.
, West C.M.L.
, Rosenstein B.S.
, Ten Haken R.K.
.
Source: Physics In Medicine And Biology, 2017-08-01 00:00:00.0; 62(16), p. R179-R206.
EPub date: 2017-08-01 00:00:00.0.
PMID: 28657906
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Individual patient data meta-analysis shows a significant association between the ATM rs1801516 SNP and toxicity after radiotherapy in 5456 breast and prostate cancer patients.
Authors: Andreassen C.N.
, Rosenstein B.S.
, Kerns S.L.
, Ostrer H.
, De Ruysscher D.
, Cesaretti J.A.
, Barnett G.C.
, Dunning A.M.
, Dorling L.
, West C.M.
, et al.
.
Source: Radiotherapy And Oncology : Journal Of The European Society For Therapeutic Radiology And Oncology, 2016 Dec; 121(3), p. 431-439.
EPub date: 2016-07-18 00:00:00.0.
PMID: 27443449
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Common Genetic Variation Associated With Increased Susceptibility To Prostate Cancer Does Not Increase Risk Of Radiotherapy Toxicity
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, Dorling L.
, Kerns S.
, Fachal L.
, Elliott R.
, Partliament M.
, Rosenstein B.S.
, Vega A.
, Gómez-Caamaño A.
, Barnett G.
, et al.
.
Source: British Journal Of Cancer, 2016-05-10 00:00:00.0; 114(10), p. 1165-74.
PMID: 27070714
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How Will Big Data Improve Clinical And Basic Research In Radiation Therapy?
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, Capala J.
, Efstathiou J.A.
, Hammerbacher J.
, Kerns S.L.
, Kong F.S.
, Ostrer H.
, Prior F.W.
, Vikram B.
, Wong J.
, et al.
.
Source: International Journal Of Radiation Oncology, Biology, Physics, 2015-11-11 00:00:00.0; , .
PMID: 26797542
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The Prediction Of Radiotherapy Toxicity Using Single Nucleotide Polymorphism-based Models: A Step Toward Prevention
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, Kundu S.
, Oh J.H.
, Singhal S.K.
, Janelsins M.
, Travis L.B.
, Deasy J.O.
, Janssens A.C.
, Ostrer H.
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.
Source: Seminars In Radiation Oncology, 2015 Oct; 25(4), p. 281-91.
PMID: 26384276
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Xrcc1 Polymorphism Associated With Late Toxicity After Radiation Therapy In Breast Cancer Patients
Authors: Seibold P.
, Behrens S.
, Schmezer P.
, Helmbold I.
, Barnett G.
, Coles C.
, Yarnold J.
, Talbot C.J.
, Imai T.
, Azria D.
, et al.
.
Source: International Journal Of Radiation Oncology, Biology, Physics, 2015-08-01 00:00:00.0; 92(5), p. 1084-92.
PMID: 26072091
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Radiogenomics: The Search For Genetic Predictors Of Radiotherapy Response
Authors: Kerns S.L.
, West C.M.
, Andreassen C.N.
, Barnett G.C.
, Bentzen S.M.
, Burnet N.G.
, Dekker A.
, De Ruysscher D.
, Dunning A.
, Parliament M.
, et al.
.
Source: Future Oncology (london, England), 2014 Dec; 10(15), p. 2391-406.
PMID: 25525847
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A Three-stage Genome-wide Association Study Identifies A Susceptibility Locus For Late Radiotherapy Toxicity At 2q24.1
Authors: Fachal L.
, Gómez-Caamaño A.
, Barnett G.C.
, Peleteiro P.
, Carballo A.M.
, Calvo-Crespo P.
, Kerns S.L.
, Sánchez-García M.
, Lobato-Busto R.
, Dorling L.
, et al.
.
Source: Nature Genetics, 2014 Aug; 46(8), p. 891-4.
PMID: 24974847
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Radiogenomics: Radiobiology Enters The Era Of Big Data And Team Science
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, West C.M.
, Bentzen S.M.
, Alsner J.
, Andreassen C.N.
, Azria D.
, Barnett G.C.
, Baumann M.
, Burnet N.
, Chang-Claude J.
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.
Source: International Journal Of Radiation Oncology, Biology, Physics, 2014-07-15 00:00:00.0; 89(4), p. 709-13.
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A Genome Wide Association Study (gwas) Providing Evidence Of An Association Between Common Genetic Variants And Late Radiotherapy Toxicity
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, Talbot C.
, Elliott R.M.
, Dorling L.
, Coles C.E.
, Dearnaley D.P.
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Source: Radiotherapy And Oncology : Journal Of The European Society For Therapeutic Radiology And Oncology, 2014 May; 111(2), p. 178-85.
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Radiogenomics: Using Genetics To Identify Cancer Patients At Risk For Development Of Adverse Effects Following Radiotherapy
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Source: Cancer Discovery, 2014 Feb; 4(2), p. 155-65.
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Strogar - Strengthening The Reporting Of Genetic Association Studies In Radiogenomics
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A 2-stage Genome-wide Association Study To Identify Single Nucleotide Polymorphisms Associated With Development Of Urinary Symptoms After Radiotherapy For Prostate Cancer
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Source: The Journal Of Urology, 2013 Jul; 190(1), p. 102-8.
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Genome-wide Association Study Identifies A Region On Chromosome 11q14.3 Associated With Late Rectal Bleeding Following Radiation Therapy For Prostate Cancer
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, Rath L.
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, Fachal L.
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A 2-stage Genome-wide Association Study To Identify Single Nucleotide Polymorphisms Associated With Development Of Erectile Dysfunction Following Radiation Therapy For Prostate Cancer
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Individual Patient Data Meta-analysis Shows No Association Between The Snp Rs1800469 In Tgfb And Late Radiotherapy Toxicity
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, Abdelhay O.
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Genome-wide Association Studies And Prediction Of Normal Tissue Toxicity
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, Li W.
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