TY - JOUR A1 - Margulies, Elliott H. A1 - Cooper, Gregory M. A1 - Asimenos, George A1 - Thomas, Daryl J. A1 - Dewey, Colin N. A1 - Siepel, Adam A1 - Birney, Ewan A1 - Keefe, Damian A1 - Schwartz, Ariel S. A1 - Hou, Minmei A1 - Taylor, James A1 - Nikolaev, Sergey A1 - Montoya-Burgos, Juan I. A1 - Löytynoja, Ari A1 - Whelan, Simon A1 - Pardi, Fabio A1 - Massingham, Tim A1 - Brown, James B. A1 - Bickel, Peter A1 - Holmes, Ian A1 - Mullikin, James C. A1 - Ureta-Vidal, Abel A1 - Paten, Benedict A1 - Stone, Eric A. A1 - Rosenbloom, Kate R. A1 - Kent, W. James A1 - Bouffard, Gerard G. A1 - Guan, Xiaobin A1 - Hansen, Nancy F. A1 - Idol, Jacquelyn R. A1 - Maduro, Valerie V.B. A1 - Maskeri, Baishali A1 - McDowell, Jennifer C. A1 - Park, Morgan A1 - Thomas, Pamela J. A1 - Young, Alice C. A1 - Blakesley, Robert W. A1 - Muzny, Donna M. A1 - Sodergren, Erica A1 - Wheeler, David A. A1 - Worley, Kim C. A1 - Jiang, Huaiyang A1 - Weinstock, George M. A1 - Gibbs, Richard A. A1 - Graves, Tina A1 - Fulton, Robert A1 - Mardis, Elaine R. A1 - Wilson, Richard K. A1 - Clamp, Michele A1 - Cuff, James A1 - Gnerre, Sante A1 - Jaffe, David B. A1 - Chang, Jean L. A1 - Lindblad-Toh, Kerstin A1 - Lander, Eric S. A1 - Hinrichs, Angie A1 - Trumbower, Heather A1 - Clawson, Hiram A1 - Zweig, Ann A1 - Kuhn, Robert M. A1 - Barber, Galt A1 - Harte, Rachel A1 - Karolchik, Donna A1 - Field, Matthew A. A1 - Moore, Richard A. A1 - Matthewson, Carrie A. A1 - Schein, Jacqueline E. A1 - Marra, Marco A. A1 - Antonarakis, Stylianos E. A1 - Batzoglou, Serafim A1 - Goldman, Nick A1 - Hardison, Ross A1 - Haussler, David A1 - Miller, Webb A1 - Pachter, Lior A1 - Green, Eric D. A1 - Sidow, Arend T1 - Analyses of deep mammalian sequence alignments and constraint predictions for 1% of the human genome Y1 - 2007/06/01 JF - Genome Research JO - Genome Research SP - 760 EP - 774 DO - 10.1101/gr.6034307 VL - 17 IS - 6 UR - http://genome.cshlp.org/content/17/6/760.abstract N2 - A key component of the ongoing ENCODE project involves rigorous comparative sequence analyses for the initially targeted 1% of the human genome. Here, we present orthologous sequence generation, alignment, and evolutionary constraint analyses of 23 mammalian species for all ENCODE targets. Alignments were generated using four different methods; comparisons of these methods reveal large-scale consistency but substantial differences in terms of small genomic rearrangements, sensitivity (sequence coverage), and specificity (alignment accuracy). We describe the quantitative and qualitative trade-offs concomitant with alignment method choice and the levels of technical error that need to be accounted for in applications that require multisequence alignments. Using the generated alignments, we identified constrained regions using three different methods. While the different constraint-detecting methods are in general agreement, there are important discrepancies relating to both the underlying alignments and the specific algorithms. However, by integrating the results across the alignments and constraint-detecting methods, we produced constraint annotations that were found to be robust based on multiple independent measures. Analyses of these annotations illustrate that most classes of experimentally annotated functional elements are enriched for constrained sequences; however, large portions of each class (with the exception of protein-coding sequences) do not overlap constrained regions. The latter elements might not be under primary sequence constraint, might not be constrained across all mammals, or might have expendable molecular functions. Conversely, 40% of the constrained sequences do not overlap any of the functional elements that have been experimentally identified. Together, these findings demonstrate and quantify how many genomic functional elements await basic molecular characterization. ER -