Identification of individuals by trait prediction using whole-genome sequencing data

C Lippert, R Sabatini, MC Maher… - Proceedings of the …, 2017 - National Acad Sciences
Prediction of human physical traits and demographic information from genomic data
challenges privacy and data deidentification in personalized medicine. To explore the …

Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States

S Wang, X Jiang, S Singh, R Marmor… - Annals of the New …, 2017 - Wiley Online Library
Accessing and integrating human genomic data with phenotypes are important for
biomedical research. Making genomic data accessible for research purposes, however …

[HTML][HTML] Whole-genome sequencing coupled to imputation discovers genetic signals for anthropometric traits

I Tachmazidou, D Süveges, JL Min, GRS Ritchie… - The American Journal of …, 2017 - cell.com
Deep sequence-based imputation can enhance the discovery power of genome-wide
association studies by assessing previously unexplored variation across the common-and …

[HTML][HTML] On sharing quantitative trait GWAS results in an era of multiple-omics data and the limits of genomic privacy

HK Im, ER Gamazon, DL Nicolae, NJ Cox - The American Journal of …, 2012 - cell.com
Recent advances in genome-scale, system-level measurements of quantitative phenotypes
(transcriptome, metabolome, and proteome) promise to yield unprecedented biological …

[HTML][HTML] The 1000 Genomes Project: new opportunities for research and social challenges

M Via, C Gignoux, EG Burchard - Genome medicine, 2010 - Springer
Abstract The 1000 Genomes Project, an international collaboration, is sequencing the whole
genome of approximately 2,000 individuals from different worldwide populations. The …

Privacy in the genomic era

M Naveed, E Ayday, EW Clayton, J Fellay… - ACM Computing …, 2015 - dl.acm.org
Genome sequencing technology has advanced at a rapid pace and it is now possible to
generate highly-detailed genotypes inexpensively. The collection and analysis of such data …

An overview of human genetic privacy

X Shi, X Wu - Annals of the New York Academy of Sciences, 2017 - Wiley Online Library
The study of human genomics is becoming a Big Data science, owing to recent
biotechnological advances leading to availability of millions of personal genome sequences …

[HTML][HTML] Limitations of the human reference genome for personalized genomics

JA Rosenfeld, CE Mason, TM Smith - PloS one, 2012 - journals.plos.org
Data from the 1000 genomes project (1KGP) and Complete Genomics (CG) have
dramatically increased the numbers of known genetic variants and challenge several …

[HTML][HTML] Public access to genome-wide data: five views on balancing research with privacy and protection

P3g Consortium, G Church, C Heeney, N Hawkins… - PLoS …, 2009 - journals.plos.org
Just over twelve months ago, PLoS Genetics published a paper [1] demonstrating that, given
genome-wide genotype data from an individual, it is, in principle, possible to ascertain …

Genomic research and human subject privacy

Z Lin, AB Owen, RB Altman - Science, 2004 - science.org
Interest in understanding how genetic variations influence heritable diseases and the
response to medical treatments is intense. The academic community relies on the …