UK Biobank 数据库是英国一家开放的数据库平台,无论高校还是公司都有申请资格,其中涉及多种疾病类型,可以对你感兴趣的数据进行深入挖掘或做一个回顾性研究。 在2007 年至 2010 年期间,UK Biobank 数据库建立的22 个评估中心对志愿者进行招募,其中 ...
We were intrigued and aimed to fill the gaps by applying advanced ML to predict the disease progression of AATD-LD using real-world data from the UK Biobank. In this work, we aimed to: (a) establish a predictive ML model of clinical outcomes to assess disease progression of AATD-LD bas...
Thus, the rising demand for personalized medicine will drive the demand for biobanks across the globe. These factors are expected to fuel the growth of the global market during the forecast period. What will be the Size of the Biobanking Market During the Forecast Period? To learn more about...
explore-ukb-data.Rmd + + + + + + The UK Biobank is a resource that includes detailed health-related and genetic data on about 500,000 individuals and is available to the research community. ukbtools removes all the upfront data wrangling required to get a single dataset for statistical ...
Biobanks at DNAnexus.“Just as importantly, we had to address how we could provide the necessary compute and data storage to enable researchers to really work with this massive dataset with ease.” In 2020, DNAnexus and AWS began a three-year collaboration with UK Biobank to democratize acces...
UK Biobank is a large-scale prospective study with deep phenotyping and genomic data. Its open-access policy allows researchers worldwide, from academia or industry, to perform health research in the public interest. Between 2006 and 2010, the study recr
P Elliott,and Tim C Peakman,on behalf of UK Biobank 摘要: BACKGROUND: UK Biobank is a large prospective study in the UK to investigate the role of genetic factors, environmental exposures and lifestyle in the causes of major diseases of late and middle age. Extensive data and biological ...
Here, we used prospective cohort data from the UK Biobank (UKB) to assess the associations between SES, as well as lifestyle, environmental pollution and several chronic comorbidity factors, and infectious diseases. We further explored the potential roles of lifestyle, environmental pollution, and ...
BayesS estimates SNP-based heritability, polygenicity, and the relationship between effect size and minor allele frequency using genome-wide SNP data. Applying BayesS to UK Biobank data identifies signatures of natural selection for 23 complex traits. ...
We use UK Biobank and a unique IVF family dataset (including genotyped embryos) to investigate sibling variation in both phenotype and genotype. We compare phenotype (disease status, height, blood biomarkers) and genotype (polygenic scores, polygenic hea