January 19, 2018

New Polygenic Hazard Score Predicts When Men Develop Prostate Cancer

New Polygenic Hazard Score Predicts When Men Develop Prostate Cancer

January 19, 2018

SAN DIEGO -- January 11, 2018 -- Researchers have developed and validated a genetic tool for predicting age of onset of aggressive prostate cancer.

Described in BMJ, the tool may potentially be used to help guide decisions about who to screen for prostate cancer and at what age.

Currently, detection of prostate cancer relies primarily upon the prostate-specific antigen (PSA) screening blood test, but PSA testing is not very good as a screening tool, as it produces false positive results and encourages over-detection of non-aggressive, slow-growing tumours.

“The existing PSA test is useful, but it is not precise enough to be used indiscriminately on all men,” said Tyler M. Seibert, MD, University of California San Diego School of Medicine, San Diego, California. “As a result, it may prompt medical interventions like biopsy, surgery or radiotherapy that might not be necessary.”

The researchers used genome-wide association studies (GWAS) to determine whether a man’s genetic predisposition to developing prostate cancer could be used to predict his risk of developing the aggressive and lethal form of the disease. The researchers used data from over 200,000 single-nucleotide polymorphisms (SNPs) from 31,747 men of European ancestry participating in the ongoing international PRACTICAL consortium project.

Genotype, prostate cancer status, and age were analysed to select SNPs associated with prostate cancer diagnosis. Then the data was incorporated into the polygenic hazard score, which involves survival analysis to estimate SNPs effect on age at diagnosis of aggressive prostate cancer. The results led to a polygenic hazard score for prostate cancer that can estimate individual genetic risk. This score was then tested against an independent dataset, from the recent UK ProtecT trial, for validation.

“The polygenic hazard score was calculated from 54 SNPs and proved to be a highly significant predictor of age at diagnosis of aggressive prostate cancer,” said Seibert. “When men in the ProtecT dataset with a high polygenic hazard score were compared to those with average PHS, their risk of aggressive prostate cancer was at least 2.9 times greater. And when we account statistically for the effect of the GWAS having disproportionately high numbers of men with disease compared with the general population, we estimate that the risk defined by the polygenic hazard score is 4.6 times greater.”

The authors noted that an individual’s genotype does not change with age, so the polygenic hazard score can be calculated at any time and used as a tool for men deciding whether and when to undergo screening for prostate cancer. This is especially critical for men at risk of developing prostate cancer at a very young age, before standard guidelines recommend consideration of screening.

“Polygenic hazard score methodology is specialised in finding age-dependent genetic risks and has already been proven to be very useful in predicting age of onset for Alzheimer's disease,” said Chun Chieh Fan, MD, University of California San Diego. “The polygenic hazard score is very versatile and can be applied to many age-related diseases. In this case [it] captures the age variations of aggressive prostate cancer.”


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