... and the Royal Society of Biology 2023 big data gene editing genomic prediction phenomics potato breeding SDGs In recent years, following the DNA sequencing of various animal and plant species, two essential methods for breeding and genetic engineering have emerged: genomic estimated breeding...

... BY) . big data genomics metabolomics proteomics systems biology transcriptomics Plant breeders, geneticists and biotechnologists have been enthusiastic adopters of ‘omics approaches. High-throughput short-read and long-read sequencing techniques have enabled the establishment of reference...

... of individuals and to study the gene–disease association without the aid of prior assumptions about the trait biology. Despite the many advantages of modern omics technologies, interpretations of big data produced by such technologies require advanced computational algorithms. I outline key challenges...

... The Author(s). Published by Portland Press Limited on behalf of the Biochemical Society and the Royal Society of Biology 2017 big data deep learning integrative biology protein structure prediction RNA structure prediction single-cell genomics analysis As is typical of contemporary cutting...