Prostate cancer risk prediction using a polygenic risk score
SCIENTIFIC REPORTS
Authors: Sipeky, Csilla; Talala, Kirsi M.; Tammela, Teuvo L. J.; Taari, Kimmo; Auvinen, Anssi; Schleutker, Johanna
Abstract
Hereditary factors have a strong influence on prostate cancer (PC) risk and poorer outcomes, thus stratification by genetic factors addresses a critical need for targeted PC screening and risk-adapted follow-up. In this Finnish population-based retrospective study 2283 clinically diagnosed and 455 screen-detected patients from the Finnish Randomised Study of Screening for Prostate Cancer (FinRSPC), 2400 healthy individuals have been involved. Individual genetic risk through establishment of a polygenic risk score based on 55 PC risk SNPs identified through the Finnish subset of the Collaborative Oncological Gene-Environment Study was assessed. Men with PC had significantly higher median polygenic risk score compared to the controls (6.59 vs. 3.83, P<0.0001). The polygenic risk score above the control median was a significant predictor of PC (OR 2.13, 95% CI 1.90-2.39). The polygenic risk score predicted the risk of PC with an AUC of 0.618 (95% CI 0.60-0.63). Men in the highest polygenic risk score quartile were 2.8-fold (95% CI 2.4-3.30) more likely to develop PC compared with men in the lowest quartile. In the FinRSPC cohort, a significantly higher percentage of men had a PSA level of4 ng/mL in polygenic risk score quartile four compared to quartile one (18.7% vs 8.3%, P<0.00001). Adding the PRS to a PSA-only model contributed additional information in predicting PC in the FinRSPC model. Results strongly suggest that use of the polygenic risk score would facilitate the identification of men at increased risk for PC.
High levels of plasma fibrinogen and prothrombin time are related to post-stroke emotional impairment
BRAIN RESEARCH
Authors: Luan, Xiaoqian; Cheng, Haoran; Chen, Yunbin; Cheng, Lin; Zhou, Shengnan; Song, Jiaying; Lin, Gangqiang; Qiu, Huihua; He, Jincai
Abstract
Introduction: Studies have shown that high levels of the fibrinogen (FIB) are related to anxiety and depression. However, the relationship between FIB and post-stroke emotional impairment (PSEI) remains unclear, which includes post-stroke anxiety (PSA) and post-stroke depression (PSD). Methods: A total of 555 patients with acute ischemic stroke (AIS) were enrolled in this study. Ultimately, 443 patients completed 1-month follow-up. Blood samples were collected at hospital admission. Clinical depression and anxiety were evaluated 1 month after stroke. Results: High levels of FIB were observed in patients with PSEI compared with the non-EI group (p = 0.003). Levels of FIB were divided into three tertiles, and the prevalence of PSEI was significantly higher in the third FIB tertile (p = 0.016). After adjusting potential confounders, the third FIB tertile was independently associated with the prevalence of PSEI (OR = 1.785, 95%CI = 1.049-3.039, p = 0.033), taking the first tertile as a reference. In this model, prothrombin time (PT) was also independently associated with the prevalence of PSEI (OR = 1.602, 95%CI = 1.181-2.173, p = 0.002). Conclusion: High levels of plasma FIB and PT are associated with the prevalence of PSEI.