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1. Principles of regulatory information conservation between mouse and human.

Author

Cheng, Yong, Ma, Zhihai, Kim, Bong-Hyun, Wu, Weisheng, Cayting, Philip, Boyle, Alan, Sundaram, Vasavi, Xing, Xiaoyun, Dogan, Nergiz, Li, Jingjing, Euskirchen, Ghia, Lin, Shin, Lin, Yiing, Visel, Axel, Kawli, Trupti, Yang, Xinqiong, Patacsil, Dorrelyn, Keller, Cheryl, Giardine, Belinda, Kundaje, Anshul, Wang, Ting, Pennacchio, Len, Weng, Zhiping, Hardison, Ross, and Snyder, Michael

Subjects
Animals, Cell Line, Chromatin, Conserved Sequence, Enhancer Elements, Genetic, Genome, Genomics, Humans, Mice, Polymorphism, Single Nucleotide, Regulatory Sequences, Nucleic Acid, Transcription Factors
Abstract

To broaden our understanding of the evolution of gene regulation mechanisms, we generated occupancy profiles for 34 orthologous transcription factors (TFs) in human-mouse erythroid progenitor, lymphoblast and embryonic stem-cell lines. By combining the genome-wide transcription factor occupancy repertoires, associated epigenetic signals, and co-association patterns, here we deduce several evolutionary principles of gene regulatory features operating since the mouse and human lineages diverged. The genomic distribution profiles, primary binding motifs, chromatin states, and DNA methylation preferences are well conserved for TF-occupied sequences. However, the extent to which orthologous DNA segments are bound by orthologous TFs varies both among TFs and with genomic location: binding at promoters is more highly conserved than binding at distal elements. Notably, occupancy-conserved TF-occupied sequences tend to be pleiotropic; they function in several tissues and also co-associate with many TFs. Single nucleotide variants at sites with potential regulatory functions are enriched in occupancy-conserved TF-occupied sequences.

Published
2014

2. Comparative analysis of regulatory information and circuits across distant species

Author

Boyle, Alan P, Araya, Carlos L, Brdlik, Cathleen, Cayting, Philip, Cheng, Chao, Cheng, Yong, Gardner, Kathryn, Hillier, LaDeana W, Janette, Judith, Jiang, Lixia, Kasper, Dionna, Kawli, Trupti, Kheradpour, Pouya, Kundaje, Anshul, Li, Jingyi Jessica, Ma, Lijia, Niu, Wei, Rehm, E Jay, Rozowsky, Joel, Slattery, Matthew, Spokony, Rebecca, Terrell, Robert, Vafeados, Dionne, Wang, Daifeng, Weisdepp, Peter, Wu, Yi-Chieh, Xie, Dan, Yan, Koon-Kiu, Feingold, Elise A, Good, Peter J, Pazin, Michael J, Huang, Haiyan, Bickel, Peter J, Brenner, Steven E, Reinke, Valerie, Waterston, Robert H, Gerstein, Mark, White, Kevin P, Kellis, Manolis, and Snyder, Michael

Subjects
Human Genome, Genetics, 1.1 Normal biological development and functioning, Underpinning research, Generic health relevance, Animals, Binding Sites, Caenorhabditis elegans, Chromatin Immunoprecipitation, Conserved Sequence, Drosophila melanogaster, Evolution, Molecular, Gene Expression Regulation, Gene Expression Regulation, Developmental, Gene Regulatory Networks, Genome, Humans, Molecular Sequence Annotation, Nucleotide Motifs, Organ Specificity, Transcription Factors, General Science & Technology
Abstract

Despite the large evolutionary distances between metazoan species, they can show remarkable commonalities in their biology, and this has helped to establish fly and worm as model organisms for human biology. Although studies of individual elements and factors have explored similarities in gene regulation, a large-scale comparative analysis of basic principles of transcriptional regulatory features is lacking. Here we map the genome-wide binding locations of 165 human, 93 worm and 52 fly transcription regulatory factors, generating a total of 1,019 data sets from diverse cell types, developmental stages, or conditions in the three species, of which 498 (48.9%) are presented here for the first time. We find that structural properties of regulatory networks are remarkably conserved and that orthologous regulatory factor families recognize similar binding motifs in vivo and show some similar co-associations. Our results suggest that gene-regulatory properties previously observed for individual factors are general principles of metazoan regulation that are remarkably well-preserved despite extensive functional divergence of individual network connections. The comparative maps of regulatory circuitry provided here will drive an improved understanding of the regulatory underpinnings of model organism biology and how these relate to human biology, development and disease.

Published
2014

3. A comparative encyclopedia of DNA elements in the mouse genome

Author

Yue, Feng, Cheng, Yong, Breschi, Alessandra, Vierstra, Jeff, Wu, Weisheng, Ryba, Tyrone, Sandstrom, Richard, Ma, Zhihai, Davis, Carrie, Pope, Benjamin D., Shen, Yin, Pervouchine, Dmitri D., Djebali, Sarah, Thurman, Robert E., Kaul, Rajinder, Rynes, Eric, Kirilusha, Anthony, Marinov, Georgi K., Williams, Brian A., Trout, Diane, Amrhein, Henry, Fisher-Aylor, Katherine, Antoshechkin, Igor, DeSalvo, Gilberto, See, Lei-Hoon, Fastuca, Meagan, Drenkow, Jorg, Zaleski, Chris, Dobin, Alex, Prieto, Pablo, Lagarde, Julien, Bussotti, Giovanni, Tanzer, Andrea, Denas, Olgert, Li, Kanwei, Bender, M. A., Zhang, Miaohua, Byron, Rachel, Groudine, Mark T., McCleary, David, Pham, Long, Ye, Zhen, Kuan, Samantha, Edsall, Lee, Wu, Yi-Chieh, Rasmussen, Matthew D., Bansal, Mukul S., Kellis, Manolis, Keller, Cheryl A., Morrissey, Christapher S., Mishra, Tejaswini, Jain, Deepti, Dogan, Nergiz, Harris, Robert S., Cayting, Philip, Kawli, Trupti, Boyle, Alan P., Euskirchen, Ghia, Kundaje, Anshul, Lin, Shin, Lin, Yiing, Jansen, Camden, Malladi, Venkat S., Cline, Melissa S., Erickson, Drew T., Kirkup, Vanessa M., Learned, Katrina, Sloan, Cricket A., Rosenbloom, Kate R., Lacerda de Sousa, Beatriz, Beal, Kathryn, Pignatelli, Miguel, Flicek, Paul, Lian, Jin, Kahveci, Tamer, Lee, Dongwon, James Kent, W., Ramalho Santos, Miguel, Herrero, Javier, Notredame, Cedric, Johnson, Audra, Vong, Shinny, Lee, Kristen, Bates, Daniel, Neri, Fidencio, Diegel, Morgan, Canfield, Theresa, Sabo, Peter J., Wilken, Matthew S., Reh, Thomas A., Giste, Erika, Shafer, Anthony, Kutyavin, Tanya, Haugen, Eric, Dunn, Douglas, Reynolds, Alex P., Neph, Shane, Humbert, Richard, Scott Hansen, R., De Bruijn, Marella, Selleri, Licia, Rudensky, Alexander, Josefowicz, Steven, Samstein, Robert, Eichler, Evan E., Orkin, Stuart H., Levasseur, Dana, Papayannopoulou, Thalia, Chang, Kai-Hsin, Skoultchi, Arthur, Gosh, Srikanta, Disteche, Christine, Treuting, Piper, Wang, Yanli, Weiss, Mitchell J., Blobel, Gerd A., Cao, Xiaoyi, Zhong, Sheng, Wang, Ting, Good, Peter J., Lowdon, Rebecca F., Adams, Leslie B., Zhou, Xiao-Qiao, Pazin, Michael J., Feingold, Elise A., Wold, Barbara, Taylor, James, Mortazavi, Ali, Weissman, Sherman M., Stamatoyannopoulos, John A., Snyder, Michael P., Guigo, Roderic, Gingeras, Thomas R., Gilbert, David M., Hardison, Ross C., Beer, Michael A., and Ren, Bing

Subjects
Genetic aspects, Comparative analysis, Genetic research, Humans -- Genetic aspects, Genomes -- Comparative analysis, House mouse -- Genetic aspects, Man -- Genetic aspects, Human beings -- Genetic aspects, Mice -- Genetic aspects
Abstract

Author(s): Feng Yue [1, 2]; Yong Cheng [3]; Alessandra Breschi [4]; Jeff Vierstra [5]; Weisheng Wu [6]; Tyrone Ryba [7]; Richard Sandstrom [5]; Zhihai Ma [3]; Carrie Davis [8]; Benjamin [...], The laboratory mouse shares the majority of its protein-coding genes with humans, making it the premier model organism in biomedical research, yet the two mammals differ in significant ways. To gain greater insights into both shared and species-specific transcriptional and cellular regulatory programs in the mouse, the Mouse ENCODE Consortium has mapped transcription, DNase I hypersensitivity, transcription factor binding, chromatin modifications and replication domains throughout the mouse genome in diverse cell and tissue types. By comparing with the human genome, we not only confirm substantial conservation in the newly annotated potential functional sequences, but also find a large degree of divergence of sequences involved in transcriptional regulation, chromatin state and higher order chromatin organization. Our results illuminate the wide range of evolutionary forces acting on genes and their regulatory regions, and provide a general resource for research into mammalian biology and mechanisms of human diseases.

Published
2014
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4. An integrated encyclopedia of DNA elements in the human genome

Author

Dunham, Ian, Kundaje, Anshul, Aldred, Shelley F., Collins, Patrick J., Davis, Carrie A., Doyle, Francis, Epstein, Charles B., Frietze, Seth, Harrow, Jennifer, Kaul, Rajinder, Khatun, Jainab, Lajoie, Bryan R., Landt, Stephen G., Lee, Bum-Kyu, Pauli, Florencia, Rosenbloom, Kate R., Sabo, Peter, Safi, Alexias, Sanyal, Amartya, Shoresh, Noam, Simon, Jeremy M., Song, Lingyun, Trinklein, Nathan D., Altshuler, Robert C., Birney, Ewan, Brown, James B., Cheng, Chao, Djebali, Sarah, Dong, Xianjun, Ernst, Jason, Furey, Terrence S., Gerstein, Mark, Giardine, Belinda, Greven, Melissa, Hardison, Ross C., Harris, Robert S., Herrero, Javier, Hoffman, Michael M., Iyer, Sowmya, Kellis, Manolis, Kheradpour, Pouya, Lassmann, Timo, Li, Qunhua, Lin, Xinying, Marinov, Georgi K., Merkel, Angelika, Mortazavi, Ali, Parker, Stephen C. J., Reddy, Timothy E., Rozowsky, Joel, Schlesinger, Felix, Thurman, Robert E., Wang, Jie, Ward, Lucas D., Whitfield, Troy W., Wilder, Steven P., Wu, Weisheng, Xi, Hualin S., Yip, Kevin Y., Zhuang, Jiali, Bernstein, Bradley E., Green, Eric D., Gunter, Chris, Snyder, Michael, Pazin, Michael J., Lowdon, Rebecca F., Dillon, Laura A. L., Adams, Leslie B., Kelly, Caroline J., Zhang, Julia, Wexler, Judith R., Good, Peter J., Feingold, Elise A., Crawford, Gregory E., Dekker, Job, Elnitski, Laura, Farnham, Peggy J., Giddings, Morgan C., Gingeras, Thomas R., Guigo, Roderic, Hubbard, Timothy J., Kent, W. James, Lieb, Jason D., Margulies, Elliott H., Myers, Richard M., Stamatoyannopoulos, John A., Tenenbaum, Scott A., Weng, Zhiping, White, Kevin P., Wold, Barbara, Yu, Yanbao, Wrobel, John, Risk, Brian A., Gunawardena, Harsha P., Kuiper, Heather C., Maier, Christopher W., Xie, Ling, Chen, Xian, Mikkelsen, Tarjei S., Gillespie, Shawn, Goren, Alon, Ram, Oren, Zhang, Xiaolan, Wang, Li, Issner, Robbyn, Coyne, Michael J., Durham, Timothy, Ku, Manching, Truong, Thanh, Eaton, Matthew L., Dobin, Alex, Tanzer, Andrea, Lagarde, Julien, Lin, Wei, Xue, Chenghai, Williams, Brian A., Zaleski, Chris, Roder, Maik, Kokocinski, Felix, Abdelhamid, Rehab F., Alioto, Tyler, Antoshechkin, Igor, Baer, Michael T., Batut, Philippe, Bell, Ian, Bell, Kimberly, Chakrabortty, Sudipto, Chrast, Jacqueline, Curado, Joao, Derrien, Thomas, Drenkow, Jorg, Dumais, Erica, Dumais, Jackie, Duttagupta, Radha, Fastuca, Megan, Fejes-Toth, Kata, Ferreira, Pedro, Foissac, Sylvain, Fullwood, Melissa J., Gao, Hui, Gonzalez, David, Gordon, Assaf, Howald, Cedric, Jha, Sonali, Johnson, Rory, Kapranov, Philipp, King, Brandon, Kingswood, Colin, Li, Guoliang, Luo, Oscar J., Park, Eddie, Preall, Jonathan B., Presaud, Kimberly, Ribeca, Paolo, Robyr, Daniel, Ruan, Xiaoan, Sammeth, Michael, Sandhu, Kuljeet Singh, Schaeffer, Lorain, See, Lei-Hoon, Shahab, Atif, Skancke, Jorgen, Suzuki, Ana Maria, Takahashi, Hazuki, Tilgner, Hagen, Trout, Diane, Walters, Nathalie, Wang, Huaien, Hayashizaki, Yoshihide, Reymond, Alexandre, Antonarakis, Stylianos E., Hannon, Gregory J., Ruan, Yijun, Carninci, Piero, Sloan, Cricket A., Learned, Katrina, Malladi, Venkat S., Wong, Matthew C., Barber, Galt P., Cline, Melissa S., Dreszer, Timothy R., Heitner, Steven G., Karolchik, Donna, Kirkup, Vanessa M., Meyer, Laurence R., Long, Jeffrey C., Maddren, Morgan, Raney, Brian J., Grasfeder, Linda L., Giresi, Paul G., Battenhouse, Anna, Sheffield, Nathan C., Showers, Kimberly A., London, Darin, Bhinge, Akshay A., Shestak, Christopher, Schaner, Matthew R., Ki Kim, Seul, Zhang, Zhuzhu Z., Mieczkowski, Piotr A., Mieczkowska, Joanna O., Liu, Zheng, McDaniell, Ryan M., Ni, Yunyun, Rashid, Naim U., Kim, Min Jae, Adar, Sheera, Zhang, Zhancheng, Wang, Tianyuan, Winter, Deborah, Keefe, Damian, Iyer, Vishwanath R., Zheng, Meizhen, Wang, Ping, Gertz, Jason, Vielmetter, Jost, Partridge, E., Varley, Katherine E., Gasper, Clarke, Bansal, Anita, Pepke, Shirley, Jain, Preti, Amrhein, Henry, Bowling, Kevin M., Anaya, Michael, Cross, Marie K., Muratet, Michael A., Newberry, Kimberly M., McCue, Kenneth, Nesmith, Amy S., Fisher-Aylor, Katherine I., Pusey, Barbara, DeSalvo, Gilberto, Parker, Stephanie L., Balasubramanian, Sreeram, Davis, Nicholas S., Meadows, Sarah K., Eggleston, Tracy, Newberry, J. Scott, Levy, Shawn E., Absher, Devin M., Wong, Wing H., Blow, Matthew J., Visel, Axel, Pennachio, Len A., Petrykowska, Hanna M., Abyzov, Alexej, Aken, Bronwen, Barrell, Daniel, Barson, Gemma, Berry, Andrew, Bignell, Alexandra, Boychenko, Veronika, Bussotti, Giovanni, Davidson, Claire, Despacio-Reyes, Gloria, Diekhans, Mark, Ezkurdia, Iakes, Frankish, Adam, Gilbert, James, Gonzalez, Jose Manuel, Griffiths, Ed, Harte, Rachel, Hendrix, David A., Hunt, Toby, Jungreis, Irwin, Kay, Mike, Khurana, Ekta, Leng, Jing, Lin, Michael F., Loveland, Jane, Lu, Zhi, Manthravadi, Deepa, Mariotti, Marco, Mudge, Jonathan, Mukherjee, Gaurab, Notredame, Cedric, Pei, Baikang, Rodriguez, Jose Manuel, Saunders, Gary, Sboner, Andrea, Searle, Stephen, Sisu, Cristina, Snow, Catherine, Steward, Charlie, Tapanari, Electra, Tress, Michael L., van Baren, Marijke J., Washietl, Stefan, Wilming, Laurens, Zadissa, Amonida, Zhang, Zhengdong, Brent, Michael, Haussler, David, Valencia, Alfonso, Addleman, Nick, Alexander, Roger P., Auerbach, Raymond K., Balasubramanian, Suganthi, Bettinger, Keith, Bhardwaj, Nitin, Boyle, Alan P., Cao, Alina R., Cayting, Philip, Charos, Alexandra, Cheng, Yong, Eastman, Catharine, Euskirchen, Ghia, Fleming, Joseph D., Grubert, Fabian, Habegger, Lukas, Hariharan, Manoj, Harmanci, Arif, Iyengar, Sushma, Jin, Victor X., Karczewski, Konrad J., Kasowski, Maya, Lacroute, Phil, Lam, Hugo, Lamarre-Vincent, Nathan, Lian, Jin, Lindahl-Allen, Marianne, Min, Renqiang, Miotto, Benoit, Monahan, Hannah, Moqtaderi, Zarmik, Mu, Xinmeng J., Ouyang, Zhengqing, Patacsil, Dorrelyn, Raha, Debasish, Ramirez, Lucia, Reed, Brian, Shi, Minyi, Slifer, Teri, Witt, Heather, Wu, Linfeng, Xu, Xiaoqin, Yan, Koon-Kiu, Yang, Xinqiong, Struhl, Kevin, Weissman, Sherman M., Penalva, Luiz O., Karmakar, Subhradip, Bhanvadia, Raj R., Choudhury, Alina, Domanus, Marc, Ma, Lijia, Moran, Jennifer, Victorsen, Alec, Auer, Thomas, Centanin, Lazaro, Eichenlaub, Michael, Gruhl, Franziska, Heermann, Stephan, Hoeckendorf, Burkhard, Inoue, Daigo, Kellner, Tanja, Kirchmaier, Stephan, Mueller, Claudia, Reinhardt, Robert, Schertel, Lea, Schneider, Stephanie, Sinn, Rebecca, Wittbrodt, Beate, Wittbrodt, Jochen, Partridge, E. Christopher, Jain, Gaurav, Balasundaram, Gayathri, Bates, Daniel L., Byron, Rachel, Canfield, Theresa K., Diegel, Morgan J., Dunn, Douglas, Ebersol, Abigail K., Frum, Tristan, Garg, Kavita, Gist, Erica, Hansen, R. Scott, Boatman, Lisa, Haugen, Eric, Humbert, Richard, Johnson, Audra K., Johnson, Ericka M., Kutyavin, Tattyana V., Lee, Kristen, Lotakis, Dimitra, Maurano, Matthew T., Neph, Shane J., Neri, Fiedencio V., Nguyen, Eric D., Qu, Hongzhu, Reynolds, Alex P., Roach, Vaughn, Rynes, Eric, Sanchez, Minerva E., Sandstrom, Richard S., Shafer, Anthony O., Stergachis, Andrew B., Thomas, Sean, Vernot, Benjamin, Vierstra, Jeff, Vong, Shinny, Weaver, Molly A., Yan, Yongqi, Zhang, Miaohua, Akey, Joshua M., Bender, Michael, Dorschner, Michael O., Groudine, Mark, MacCoss, Michael J., Navas, Patrick, Stamatoyannopoulos, George, Beal, Kathryn, Brazma, Alvis, Flicek, Paul, Johnson, Nathan, Lukk, Margus, Luscombe, Nicholas M., Sobral, Daniel, Vaquerizas, Juan M., Batzoglou, Serafim, Sidow, Arend, Hussami, Nadine, Kyriazopoulou-Panagiotopoulou, Sofia, Libbrecht, Max W., Schaub, Marc A., Miller, Webb, Bickel, Peter J., Banfai, Balazs, Boley, Nathan P., Huang, Haiyan, Li, Jingyi Jessica, Noble, William Stafford, Bilmes, Jeffrey A., Buske, Orion J., Sahu, Avinash D., Kharchenko, Peter V., Park, Peter J., Baker, Dannon, Taylor, James, and Lochovsky, Lucas

Subjects
Research, Genetic research, Transcription (Genetics) -- Research, Human genome -- Research, Genetic transcription -- Research
Abstract

Author(s): The ENCODE Project Consortium; Overall coordination (data analysis coordination); Ian Dunham [2]; Anshul Kundaje [3, 82]; Data production leads (data production); Shelley F. Aldred [4]; Patrick J. Collins [4]; [...], The human genome encodes the blueprint of life, but the function of the vast majority of its nearly three billion bases is unknown. The Encyclopedia of DNA Elements (ENCODE) project has systematically mapped regions of transcription, transcription factor association, chromatin structure and histone modification. These data enabled us to assign biochemical functions for 80% of the genome, in particular outside of the well-studied protein-coding regions. Many discovered candidate regulatory elements are physically associated with one another and with expressed genes, providing new insights into the mechanisms of gene regulation. The newly identified elements also show a statistical correspondence to sequence variants linked to human disease, and can thereby guide interpretation of this variation. Overall, the project provides new insights into the organization and regulation of our genes and genome, and is an expansive resource of functional annotations for biomedical research.

Published
2012
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5. Architecture of the human regulatory network derived from ENCODE data

Author

Gerstein, Mark B., Kundaje, Anshul, Hariharan, Manoj, Landt, Stephen G., Yan, Koon-Kiu, Cheng, Chao, Mu, Xinmeng Jasmine, Khurana, Ekta, Rozowsky, Joel, Alexander, Roger, Min, Renqiang, Alves, Pedro, Abyzov, Alexej, Addleman, Nick, Bhardwaj, Nitin, Boyle, Alan P., Cayting, Philip, Charos, Alexandra, Chen, David Z., Cheng, Yong, Clarke, Declan, Eastman, Catharine, Euskirchen, Ghia, Frietze, Seth, Fu, Yao, Gertz, Jason, Grubert, Fabian, Harmanci, Arif, Jain, Preti, Kasowski, Maya, Lacroute, Phil, Leng, Jing, Lian, Jin, Monahan, Hannah, O'Geen, Henriette, Ouyang, Zhengqing, Partridge, E. Christopher, Patacsil, Dorrelyn, Pauli, Florencia, Raha, Debasish, Ramirez, Lucia, Reddy, Timothy E., Reed, Brian, Shi, Minyi, Slifer, Teri, Wang, Jing, Wu, Linfeng, Yang, Xinqiong, Yip, Kevin Y., Zilberman-Schapira, Gili, Batzoglou, Serafim, Sidow, Arend, Farnham, Peggy J., Myers, Richard M., Weissman, Sherman M., and Snyder, Michael

Subjects
Research, Genetic aspects, Protein-protein interactions -- Genetic aspects -- Research, Alleles -- Research, Transcription factors -- Research, DNA binding proteins -- Research, Genetic regulation -- Research, Allelomorphism -- Research
Abstract

Author(s): Mark B. Gerstein (corresponding author) [1, 2, 3, 15]; Anshul Kundaje [4, 15]; Manoj Hariharan [5, 15]; Stephen G. Landt [5, 15]; Koon-Kiu Yan [1, 2, 15]; Chao Cheng [...], Transcription factors bind in a combinatorial fashion to specify the on-and-off states of genes; the ensemble of these binding events forms a regulatory network, constituting the wiring diagram for a cell. To examine the principles of the human transcriptional regulatory network, we determined the genomic binding information of 119 transcription-related factors in over 450 distinct experiments. We found the combinatorial, co-association of transcription factors to be highly context specific: distinct combinations of factors bind at specific genomic locations. In particular, there are significant differences in the binding proximal and distal to genes. We organized all the transcription factor binding into a hierarchy and integrated it with other genomic information (for example, microRNA regulation), forming a dense meta-network. Factors at different levels have different properties; for instance, top-level transcription factors more strongly influence expression and middle-level ones co-regulate targets to mitigate information-flow bottlenecks. Moreover, these co-regulations give rise to many enriched network motifs (for example, noise-buffering feed-forward loops). Finally, more connected network components are under stronger selection and exhibit a greater degree of allele-specific activity (that is, differential binding to the two parental alleles). The regulatory information obtained in this study will be crucial for interpreting personal genome sequences and understanding basic principles of human biology and disease.

Published
2012
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11. An encyclopedia of mouse DNA elements (Mouse ENCODE)

Author

Stamatoyannopoulos, John A, Snyder, Michael, Hardison, Ross, Ren, Bing, Gingeras, Thomas, Gilbert, David M, Groudine, Mark, Bender, Michael, Kaul, Rajinder, Canfield, Theresa, Giste, Erica, Johnson, Audra, Zhang, Mia, Balasundaram, Gayathri, Byron, Rachel, Roach, Vaughan, Sabo, Peter J, Sandstrom, Richard, Stehling, A Sandra, Thurman, Robert E, Weissman, Sherman M, Cayting, Philip, Hariharan, Manoj, Lian, Jin, Cheng, Yong, Landt, Stephen G, Ma, Zhihai, Wold, Barbara J, Dekker, Job, Crawford, Gregory E, Keller, Cheryl A, Wu, Weisheng, Morrissey, Christopher, Kumar, Swathi A, Mishra, Tejaswini, Jain, Deepti, Byrska-Bishop, Marta, Blankenberg, Daniel, Lajoie, Bryan R, Jain, Gaurav, Sanyal, Amartya, Chen, Kaun-Bei, Denas, Olgert, Taylor, James, Blobel, Gerd A, Weiss, Mitchell J, Pimkin, Max, Deng, Wulan, Marinov, Georgi K, Williams, Brian A, Fisher-Aylor, Katherine I, Desalvo, Gilberto, Kiralusha, Anthony, Trout, Diane, Amrhein, Henry, Mortazavi, Ali, Edsall, Lee, McCleary, David, Kuan, Samantha, Shen, Yin, Yue, Feng, Ye, Zhen, Davis, Carrie A, Zaleski, Chris, Jha, Sonali, Xue, Chenghai, Dobin, Alex, Lin, Wei, Fastuca, Meagan, Wang, Huaien, Guigo, Roderic, Djebali, Sarah, Lagarde, Julien, Ryba, Tyrone, Sasaki, Takayo, Malladi, Venkat S, Cline, Melissa S, Kirkup, Vanessa M, Learned, Katrina, Rosenbloom, Kate R, Kent, W James, Feingold, Elise A, Good, Peter J, Pazin, Michael, Lowdon, Rebecca F, and Adams, Leslie B

Published
2012
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12. ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia

Author

Landt, Stephen G., primary, Marinov, Georgi K., additional, Kundaje, Anshul, additional, Kheradpour, Pouya, additional, Pauli, Florencia, additional, Batzoglou, Serafim, additional, Bernstein, Bradley E., additional, Bickel, Peter, additional, Brown, James B., additional, Cayting, Philip, additional, Chen, Yiwen, additional, DeSalvo, Gilberto, additional, Epstein, Charles, additional, Fisher-Aylor, Katherine I., additional, Euskirchen, Ghia, additional, Gerstein, Mark, additional, Gertz, Jason, additional, Hartemink, Alexander J., additional, Hoffman, Michael M., additional, Iyer, Vishwanath R., additional, Jung, Youngsook L., additional, Karmakar, Subhradip, additional, Kellis, Manolis, additional, Kharchenko, Peter V., additional, Li, Qunhua, additional, Liu, Tao, additional, Liu, X. Shirley, additional, Ma, Lijia, additional, Milosavljevic, Aleksandar, additional, Myers, Richard M., additional, Park, Peter J., additional, Pazin, Michael J., additional, Perry, Marc D., additional, Raha, Debasish, additional, Reddy, Timothy E., additional, Rozowsky, Joel, additional, Shoresh, Noam, additional, Sidow, Arend, additional, Slattery, Matthew, additional, Stamatoyannopoulos, John A., additional, Tolstorukov, Michael Y., additional, White, Kevin P., additional, Xi, Simon, additional, Farnham, Peggy J., additional, Lieb, Jason D., additional, Wold, Barbara J., additional, and Snyder, Michael, additional

Published
2012
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15. Pseudofam: the pseudogene families database

Author

Lam, Hugo Y. K., primary, Khurana, Ekta, additional, Fang, Gang, additional, Cayting, Philip, additional, Carriero, Nicholas, additional, Cheung, Kei-Hoi, additional, and Gerstein, Mark B., additional

Published
2008
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