<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Walsh, Ian</style></author><author><style face="normal" font="default" size="100%">Fishman, Dmytro</style></author><author><style face="normal" font="default" size="100%">Garcia-Gasulla, Dario</style></author><author><style face="normal" font="default" size="100%">Titma, Tiina</style></author><author><style face="normal" font="default" size="100%">Pollastri, Gianluca</style></author><author><style face="normal" font="default" size="100%">Harrow, Jennifer</style></author><author><style face="normal" font="default" size="100%">Psomopoulos, Fotis E</style></author><author><style face="normal" font="default" size="100%">Tosatto, Silvio C E</style></author></authors><translated-authors><author><style face="normal" font="default" size="100%">ELIXIR Machine Learning Focus Group</style></author></translated-authors></contributors><titles><title><style face="normal" font="default" size="100%">DOME: recommendations for supervised machine learning validation in biology.</style></title><secondary-title><style face="normal" font="default" size="100%">Nat Methods</style></secondary-title><alt-title><style face="normal" font="default" size="100%">Nat Methods</style></alt-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Algorithms</style></keyword><keyword><style  face="normal" font="default" size="100%">Computational Biology</style></keyword><keyword><style  face="normal" font="default" size="100%">Guidelines as Topic</style></keyword><keyword><style  face="normal" font="default" size="100%">Humans</style></keyword><keyword><style  face="normal" font="default" size="100%">Models, Biological</style></keyword><keyword><style  face="normal" font="default" size="100%">Research Design</style></keyword><keyword><style  face="normal" font="default" size="100%">Supervised Machine Learning</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2021 10</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">18</style></volume><pages><style face="normal" font="default" size="100%">1122-1127</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">10</style></issue><custom1><style face="normal" font="default" size="100%">https://www.ncbi.nlm.nih.gov/pubmed/34316068?dopt=Abstract</style></custom1></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lagarde, Julien</style></author><author><style face="normal" font="default" size="100%">Uszczynska-Ratajczak, Barbara</style></author><author><style face="normal" font="default" size="100%">Santoyo-López, Javier</style></author><author><style face="normal" font="default" size="100%">Gonzalez, Jose Manuel</style></author><author><style face="normal" font="default" size="100%">Tapanari, Electra</style></author><author><style face="normal" font="default" size="100%">Mudge, Jonathan M.</style></author><author><style face="normal" font="default" size="100%">Steward, Charles A.</style></author><author><style face="normal" font="default" size="100%">Wilming, Laurens</style></author><author><style face="normal" font="default" size="100%">Tanzer, Andrea</style></author><author><style face="normal" font="default" size="100%">Howald, Cédric</style></author><author><style face="normal" font="default" size="100%">Chrast, Jacqueline</style></author><author><style face="normal" font="default" size="100%">Vela-Boza, Alicia</style></author><author><style face="normal" font="default" size="100%">Rueda, Antonio</style></author><author><style face="normal" font="default" size="100%">Lopez-Domingo, Francisco J.</style></author><author><style face="normal" font="default" size="100%">Dopazo, Joaquin</style></author><author><style face="normal" font="default" size="100%">Reymond, Alexandre</style></author><author><style face="normal" font="default" size="100%">Guigó, Roderic</style></author><author><style face="normal" font="default" size="100%">Harrow, Jennifer</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Extension of human lncRNA transcripts by RACE coupled with long-read high-throughput sequencing (RACE-Seq)</style></title><secondary-title><style face="normal" font="default" size="100%">Nature Communications</style></secondary-title><short-title><style face="normal" font="default" size="100%">Nat Commun</style></short-title></titles><dates><year><style  face="normal" font="default" size="100%">2016</style></year><pub-dates><date><style  face="normal" font="default" size="100%">Jan-11-2016</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.nature.com/articles/ncomms12339http://www.nature.com/articles/ncomms12339.pdfhttp://www.nature.com/articles/ncomms12339.pdfhttp://www.nature.com/articles/ncomms12339</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">7</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lagarde, Julien</style></author><author><style face="normal" font="default" size="100%">Uszczynska-Ratajczak, Barbara</style></author><author><style face="normal" font="default" size="100%">Santoyo-López, Javier</style></author><author><style face="normal" font="default" size="100%">Gonzalez, Jose Manuel</style></author><author><style face="normal" font="default" size="100%">Tapanari, Electra</style></author><author><style face="normal" font="default" size="100%">Mudge, Jonathan M</style></author><author><style face="normal" font="default" size="100%">Steward, Charles A</style></author><author><style face="normal" font="default" size="100%">Wilming, Laurens</style></author><author><style face="normal" font="default" size="100%">Tanzer, Andrea</style></author><author><style face="normal" font="default" size="100%">Howald, Cédric</style></author><author><style face="normal" font="default" size="100%">Chrast, Jacqueline</style></author><author><style face="normal" font="default" size="100%">Vela-Boza, Alicia</style></author><author><style face="normal" font="default" size="100%">Antonio Rueda</style></author><author><style face="normal" font="default" size="100%">López-Domingo, Francisco J</style></author><author><style face="normal" font="default" size="100%">Dopazo, Joaquin</style></author><author><style face="normal" font="default" size="100%">Reymond, Alexandre</style></author><author><style face="normal" font="default" size="100%">Guigó, Roderic</style></author><author><style face="normal" font="default" size="100%">Harrow, Jennifer</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Extension of human lncRNA transcripts by RACE coupled with long-read high-throughput sequencing (RACE-Seq).</style></title><secondary-title><style face="normal" font="default" size="100%">Nature communications</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2016</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2016</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.nature.com/articles/ncomms12339</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">7</style></volume><pages><style face="normal" font="default" size="100%">12339</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Long non-coding RNAs (lncRNAs) constitute a large, yet mostly uncharacterized fraction of the mammalian transcriptome. Such characterization requires a comprehensive, high-quality annotation of their gene structure and boundaries, which is currently lacking. Here we describe RACE-Seq, an experimental workflow designed to address this based on RACE (rapid amplification of cDNA ends) and long-read RNA sequencing. We apply RACE-Seq to 398 human lncRNA genes in seven tissues, leading to the discovery of 2,556 on-target, novel transcripts. About 60% of the targeted loci are extended in either 5’ or 3’, often reaching genomic hallmarks of gene boundaries. Analysis of the novel transcripts suggests that lncRNAs are as long, have as many exons and undergo as much alternative splicing as protein-coding genes, contrary to current assumptions. Overall, we show that RACE-Seq is an effective tool to annotate an organism’s deep transcriptome, and compares favourably to other targeted sequencing techniques.</style></abstract></record></records></xml>