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… developed and improved upon a tool that combines existing DNA sequence binning algorithms, allowing them to reconstruct … been utilizing metagenomics as a way to study a collection of hard-to-culture microbes, but the efficacy of this … The work conducted by the U.S. Department of Energy Joint Genome Institute is supported by the Office …

… deep learning for metagenomic data.  Metagenomic data, or DNA sequencing data gathered from whole samples rather than … insights from metagenomic data. In deep learning, a branch of machine learning, data is passed through algorithms … of proteins in order to conduct more efficient protein sequence alignments. He also aims to detect structural …

… the tool to correlate protein annotations with ratios of DNA sequence fragments from the ecosystems. Selecting a protein … global metagenomes (within IMG).  The Impact The initial analysis highlights abundances of gene annotations that … The work conducted by the US Department of Energy Joint Genome Institute ( https://ror.org/04xm1d337 …

… Analysis of haloarchaeal metagenomes broadens understanding of … Impact By collecting and sequencing dominant haloarchaeal sequences from six hypersaline lakes, researchers focused on … showed that haloarchaea generally have a primary replicon (chromosome) that is highly conserved and secondary replicons …