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Updated: Jan 20, 2026

Automated Robotic Liquid Handling Assembly of Modular DNA Devices
Published on: December 1, 2017
A unified encyclopedia of human functional DNA elements through fully automated annotation of 164 human cell types
Maxwell W Libbrecht1, Oscar L Rodriguez2, Zhiping Weng3
1School of Computing Science, Simon Fraser University, Burnaby, Canada.
Abstract:
Semi-automated genome annotation methods such as Segway take as input a set of genome-wide measurements such as of histone modification or DNA accessibility and output an annotation of genomic activity in the target cell type. Here we present annotations of 164 human cell types using 1615 data sets. To produce these annotations, we automated the label interpretation step to produce a fully automated annotation strategy. Using these annotations, we developed a measure of the importance of each genomic position called the "conservation-associated activity score." We further combined all annotations into a single, cell type-agnostic encyclopedia that catalogs all human regulatory elements.
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