Legal aspects of privacy-enhancing technologies in genome-wide association studies and their impact on performance and feasibility
Genomic data holds huge potential for medical progress but requires strict safety measures
due to its sensitive nature to comply with data protection laws. This conflict is especially …
due to its sensitive nature to comply with data protection laws. This conflict is especially …
Ensuring privacy and security of genomic data and functionalities
In recent times, the reduced cost of DNA sequencing has resulted in a plethora of genomic
data that is being used to advance biomedical research and improve clinical procedures …
data that is being used to advance biomedical research and improve clinical procedures …
A prospective analysis of genetic variants associated with human lifespan
We present a massive investigation into the genetic basis of human lifespan. Beginning with
a genome-wide association (GWA) study using a de-identified snapshot of the unique …
a genome-wide association (GWA) study using a de-identified snapshot of the unique …
Using game theory to thwart multistage privacy intrusions when sharing data
Person-specific biomedical data are now widely collected, but its sharing raises privacy
concerns, specifically about the re-identification of seemingly anonymous records. Formal re …
concerns, specifically about the re-identification of seemingly anonymous records. Formal re …
Big genetic data and its big data protection challenges
The use of various forms of big data have revolutionised scientific research. This includes
research in the field of genetics in areas ranging from medical research to anthropology …
research in the field of genetics in areas ranging from medical research to anthropology …
The goldmine of GWAS summary statistics: a systematic review of methods and tools
Genome-wide association studies (GWAS) have revolutionized our understanding of the
genetic architecture of complex traits and diseases. GWAS summary statistics have become …
genetic architecture of complex traits and diseases. GWAS summary statistics have become …
Beyond genes: Re-identifiability of proteomic data and its implications for personalized medicine
The increasing availability of high throughput proteomics data provides us with opportunities
as well as posing new ethical challenges regarding data privacy and re-identifiability of …
as well as posing new ethical challenges regarding data privacy and re-identifiability of …
Large-scale privacy-preserving statistical computations for distributed genome-wide association studies
We present privacy-preserving solutions for Genome-Wide Association Studies (GWAS)
based on Secure Multi-Party Computation (SMPC). Using SMPC, we protect the privacy of …
based on Secure Multi-Party Computation (SMPC). Using SMPC, we protect the privacy of …
Methods of privacy-preserving genomic sequencing data alignments
D Lu, Y Zhang, L Zhang, H Wang… - Briefings in …, 2021 - academic.oup.com
Genomic data alignment, a fundamental operation in sequencing, can be utilized to map
reads into a reference sequence, query on a genomic database and perform genetic tests …
reads into a reference sequence, query on a genomic database and perform genetic tests …
Digital dna lifecycle security and privacy: an overview
DNA sequencing technologies have advanced significantly in the last few years leading to
advancements in biomedical research which has improved personalised medicine and the …
advancements in biomedical research which has improved personalised medicine and the …