23 results on '"Vierstra, Jeff"'
Search Results
2. Global reference mapping of human transcription factor footprints
- Author
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Vierstra, Jeff, Lazar, John, Sandstrom, Richard, Halow, Jessica, Lee, Kristen, Bates, Daniel, Diegel, Morgan, Dunn, Douglas, Neri, Fidencio, Haugen, Eric, Rynes, Eric, Reynolds, Alex, Nelson, Jemma, Johnson, Audra, Frerker, Mark, Buckley, Michael, Kaul, Rajinder, Meuleman, Wouter, and Stamatoyannopoulos, John A.
- Published
- 2020
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3. Discrete regulatory modules instruct hematopoietic lineage commitment and differentiation
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Georgolopoulos, Grigorios, Psatha, Nikoletta, Iwata, Mineo, Nishida, Andrew, Som, Tannishtha, Yiangou, Minas, Stamatoyannopoulos, John A., and Vierstra, Jeff
- Published
- 2021
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4. Integrated epigenomic profiling reveals endogenous retrovirus reactivation in renal cell carcinoma
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Siebenthall, Kyle T., Miller, Chris P., Vierstra, Jeff D., Mathieu, Julie, Tretiakova, Maria, Reynolds, Alex, Sandstrom, Richard, Rynes, Eric, Haugen, Eric, Johnson, Audra, Nelson, Jemma, Bates, Daniel, Diegel, Morgan, Dunn, Douglass, Frerker, Mark, Buckley, Michael, Kaul, Rajinder, Zheng, Ying, Himmelfarb, Jonathan, Ruohola-Baker, Hannele, and Akilesh, Shreeram
- Published
- 2019
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5. Unbiased phenotypic identification of functionally distinct hematopoietic progenitors
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Georgolopoulos, Grigorios, Iwata, Mineo, Psatha, Nikoletta, Yiangou, Minas, and Vierstra, Jeff
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- 2019
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6. Native Elongating Transcript Sequencing Reveals Human Transcriptional Activity at Nucleotide Resolution
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Mayer, Andreas, di Iulio, Julia, Maleri, Seth, Eser, Umut, Vierstra, Jeff, Reynolds, Alex, Sandstrom, Richard, Stamatoyannopoulos, John A., and Churchman, L. Stirling
- Published
- 2015
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7. Mouse regulatory DNA landscapes reveal global principles of cis-regulatory evolution
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Vierstra, Jeff, Rynes, Eric, Sandstrom, Richard, Zhang, Miaohua, Canfield, Theresa, Hansen, R. Scott, Stehling-Sun, Sandra, Sabo, Peter J., Byron, Rachel, Humbert, Richard, Thurman, Robert E., Johnson, Audra K., Vong, Shinny, Lee, Kristen, Bates, Daniel, Neri, Fidencio, Diegel, Morgan, Giste, Erika, Haugen, Eric, Dunn, Douglas, Wilken, Matthew S., Josefowicz, Steven, Samstein, Robert, Chang, Kai-Hsin, Eichler, Evan E., De Bruijn, Marella, Reh, Thomas A., Skoultchi, Arthur, Rudensky, Alexander, Orkin, Stuart H., Papayannopoulou, Thalia, Treuting, Piper M., Selleri, Licia, Kaul, Rajinder, Groudine, Mark, Bender, M. A., and Stamatoyannopoulos, John A.
- Published
- 2014
8. An Erythroid Enhancer of BCL11A Subject to Genetic Variation Determines Fetal Hemoglobin Level
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Bauer, Daniel E., Kamran, Sophia C., Lessard, Samuel, Xu, Jian, Fujiwara, Yuko, Lin, Carrie, Shao, Zhen, Canver, Matthew C., Smith, Elenoe C., Pinello, Luca, Sabo, Peter J., Vierstra, Jeff, Voit, Richard A., Yuan, Guo-Cheng, Porteus, Matthew H., Stamatoyannopoulos, John A., Lettre, Guillaume, and Orkin, Stuart H.
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- 2013
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9. A comparative encyclopedia of DNA elements in the mouse genome
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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
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- 2014
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10. Conservation of trans-acting circuitry during mammalian regulatory evolution
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Stergachis, Andrew B., Neph, Shane, Sandstrom, Richard, Haugen, Eric, Reynolds, Alex P., Zhang, Miaohua, Byron, Rachel, Canfield, Theresa, Stelhing-Sun, Sandra, Lee, Kristen, Thurman, Robert E., Vong, Shinny, Bates, Daniel, Neri, Fidencio, Diegel, Morgan, Giste, Erika, Dunn, Douglas, Vierstra, Jeff, Hansen, R. Scott, Johnson, Audra K., Sabo, Peter J., Wilken, Matthew S., Reh, Thomas A., Treuting, Piper M., Kaul, Rajinder, Groudine, Mark, Bender, M. A., Borenstein, Elhanan, and Stamatoyannopoulos, John A.
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- 2014
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11. Integrative analysis of 111 reference human epigenomes
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Consortium, Roadmap Epigenomics, Kundaje, Anshul, Meuleman, Wouter, Ernst, Jason, Bilenky, Misha, Yen, Angela, Heravi-Moussavi, Alireza, Kheradpour, Pouya, Zhang, Zhizhuo, Wang, Jianrong, Ziller, Michael J., Whitaker, John W., Ward, Lucas D., Sarkar, Abhishek, Sandstrom, Richard S., Wu, Yi-Chieh, Pfenning, Andreas R., Wang, Xinchen, Claussnitzer, Melina, Liu, Yaping, Harris, Alan R., Epstein, Charles B., Leung, Danny, Hawkins, David R., Hong, Chibo, Mungall, Andrew J., Chuah, Eric, Hansen, Scott R., Bansal, Mukul S., Dixon, Jesse R., Feizi, Soheil, Kim, Ah-Ram, Li, Daofeng, Elliott, GiNell, Neph, Shane J., Polak, Paz, Ray, Pradipta, Siebenthall, Kyle T., Thurman, Robert E., Zhou, Xin, Boyer, Laurie A., De Jager, Philip L., Fisher, Susan J., Li, Wei, McManus, Michael T., Sunyaev, Shamil, Tlsty, Thea D., Wang, Wei, Waterland, Robert A., Costello, Joseph F., Hirst, Martin, Stamatoyannopoulos, John A., Wang, Ting, Amin, Viren, Schultz, Matthew D., Quon, Gerald, Eaton, Matthew L., Pfenning, Andreas, Liu, Melina ClaussnitzerYaping, Coarfa, Cristian, Shoresh, Noam, Gjoneska, Elizabeta, Xie, Wei, Lister, Ryan, Moore, Richard, Tam, Angela, Canfield, Theresa K., Kaul, Rajinder, Sabo, Peter J., Carles, Annaick, Farh, Kai-How, Karlic, Rosa, Kulkarni, Ashwinikumar, Lowdon, Rebecca, Mercer, Tim R., Onuchic, Vitor, Rajagopal, Nisha, Sallari, Richard C., Sinnott-Armstrong, Nicholas A., Stevens, Michael, Wu, Jie, Zhang, Bo, Abdennur, Nezar, Adli, Mazhar, Akerman, Martin, Barrera, Luis, Antosiewicz-Bourget, Jessica, Ballinger, Tracy, Barnes, Michael J., Bates, Daniel, Bell, Robert J. A., Bennett, David A., Bianco, Katherine, Bock, Christoph, Boyle, Patrick, Brinchmann, Jan, Caballero-Campo, Pedro, Camahort, Raymond, Carrasco-Alfonso, Marlene J., Charnecki, Timothy, Chen, Huaming, Chen, Zhao, Cheng, Jeffrey B., Cho, Stephanie, Chu, Andy, Chung, Wen-Yu, Cowan, Chad, Deng, Qixia Athena, Deshpande, Vikram, Diegel, Morgan, Ding, Bo, Durham, Timothy, Echipare, Lorigail, Edsall, Lee, Flowers, David, Genbacev-Krtolica, Olga, Gifford, Casey, Gillespie, Shawn, Giste, Erika, Glass, Ian A., Gnirke, Andreas, Gormley, Matthew, Gu, Hongcang, Gu, Junchen, Hafler, David A., Hangauer, Matthew J., Hariharan, Manoj, Hatan, Meital, Haugen, Eric, He, Yupeng, Heimfeld, Shelly, Herlofsen, Sarah, Hou, Zhonggang, Humbert, Richard, Issner, Robbyn, Jackson, Andrew R., Jia, Haiyang, Jiang, Peng, Johnson, Audra K., Kadlecek, Theresa, Kamoh, Baljit, Kapidzic, Mirhan, Kent, Jim, Kim, Audrey, Kleinewietfeld, Markus, Klugman, Sarit, Krishnan, Jayanth, Kuan, Samantha, Kutyavin, Tanya, Lee, Ah-Young, Lee, Kristen, Li, Jian, Li, Nan, Li, Yan, Ligon, Keith L., Lin, Shin, Lin, Yiing, Liu, Jie, Liu, Yuxuan, Luckey, John C., Ma, Yussanne P., Maire, Cecile, Marson, Alexander, Mattick, John S., Mayo, Michael, McMaster, Michael, Metsky, Hayden, Mikkelsen, Tarjei, Miller, Diane, Miri, Mohammad, Mukame, Eran, Nagarajan, Raman P., Neri, Fidencio, Nery, Joseph, Nguyen, Tung, OʼGeen, Henriette, Paithankar, Sameer, Papayannopoulou, Thalia, Pelizzola, Mattia, Plettner, Patrick, Propson, Nicholas E., Raghuraman, Sriram, Raney, Brian J., Raubitschek, Anthony, Reynolds, Alex P., Richards, Hunter, Riehle, Kevin, Rinaudo, Paolo, Robinson, Joshua F., Rockweiler, Nicole B., Rosen, Evan, Rynes, Eric, Schein, Jacqueline, Sears, Renee, Sejnowski, Terrence, Shafer, Anthony, Shen, Li, Shoemaker, Robert, Sigaroudinia, Mahvash, Slukvin, Igor, Stehling-Sun, Sandra, Stewart, Ron, Subramanian, Sai Lakshmi, Suknuntha, Kran, Swanson, Scott, Tian, Shulan, Tilden, Hannah, Tsai, Linus, Urich, Mark, Vaughn, Ian, Vierstra, Jeff, Vong, Shinny, Wagner, Ulrich, Wang, Hao, Wang, Tao, Wang, Yunfei, Weiss, Arthur, Whitton, Holly, Wildberg, Andre, Witt, Heather, Won, Kyoung-Jae, Xie, Mingchao, Xing, Xiaoyun, Xu, Iris, Xuan, Zhenyu, Ye, Zhen, Yen, Chia-an, Yu, Pengzhi, Zhang, Xian, Zhang, Xiaolan, Zhao, Jianxin, Zhou, Yan, Zhu, Jiang, Zhu, Yun, Ziegler, Steven, Beaudet, Arthur E., Farnham, Peggy J., Haussler, David, Jones, Steven J. M., Marra, Marco A., Thomson, James A., Tsai, Li-Huei, Zhang, Michael Q., Chadwick, Lisa H., Bernstein, Bradley E., Ecker, Joseph R., Meissner, Alexander, Milosavljevic, Aleksandar, Ren, Bing, and Kellis, Manolis
- Published
- 2015
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12. MOUSE GENOMICS: Mouse regulatory DNA landscapes reveal global principles of cis-regulatory evolution
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Vierstra, Jeff, Rynes, Eric, Sandstrom, Richard, Zhang, Miaohua, Canfield, Theresa, Hansen, Scott R., Stehling-Sun, Sandra, Sabo, Peter J., Byron, Rachel, Humbert, Richard, Thurman, Robert E., Johnson, Audra K., Vong, Shinny, Lee, Kristen, Bates, Daniel, Neri, Fidencio, Diegel, Morgan, Giste, Erika, Haugen, Eric, Dunn, Douglas, Wilken, Matthew S., Josefowicz, Steven, Samstein, Robert, Chang, Kai-Hsin, Eichler, Evan E., De Bruijn, Marella, Reh, Thomas A., Skoultchi, Arthur, Rudensky, Alexander, Orkin, Stuart H., Papayannopoulou, Thalia, Treuting, Piper M., Selleri, Licia, Kaul, Rajinder, Groudine, Mark, Bender, M. A., and Stamatoyannopoulos, John A.
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- 2014
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13. An integrated encyclopedia of DNA elements in the human genome
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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., Guigó, Roderic, Hubbard, Timothy J., James Kent, W., 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, Röder, 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, Cédric, 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, Singh Sandhu, Kuljeet, Schaeffer, Lorain, See, Lei-Hoon, Shahab, Atif, Skancke, Jorgen, Maria Suzuki, Ana, 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., Jae Kim, Min, Adar, Sheera, Zhang, Zhancheng, Wang, Tianyuan, Winter, Deborah, Keefe, Damian, Iyer, Vishwanath R., Zheng, Meizhen, Wang, Ping, Gertz, Jason, Vielmetter, Jost, Christopher 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, Scott Newberry, J., 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, Manuel Gonzalez, Jose, 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, Manuel Rodriguez, Jose, 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., O’Geen, Henriette, 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, 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, Scott Hansen, R., 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, Wang, Hao, 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, Jessica Li, Jingyi, Stafford Noble, William, Bilmes, Jeffrey A., Buske, Orion J., Sahu, Avinash D., Kharchenko, Peter V., Park, Peter J., Baker, Dannon, Taylor, James, and Lochovsky, Lucas
- Published
- 2012
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14. The accessible chromatin landscape of the human genome
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Thurman, Robert E., Rynes, Eric, Humbert, Richard, Vierstra, Jeff, Maurano, Matthew T., Haugen, Eric, Sheffield, Nathan C., Stergachis, Andrew B., Wang, Hao, Vernot, Benjamin, Garg, Kavita, John, Sam, Sandstrom, Richard, Bates, Daniel, Boatman, Lisa, Canfield, Theresa K., Diegel, Morgan, Dunn, Douglas, Ebersol, Abigail K., Frum, Tristan, Giste, Erika, Johnson, Audra K., Johnson, Ericka M., Kutyavin, Tanya, Lajoie, Bryan, Lee, Bum-Kyu, Lee, Kristen, London, Darin, Lotakis, Dimitra, Neph, Shane, Neri, Fidencio, Nguyen, Eric D., Qu, Hongzhu, Reynolds, Alex P., Roach, Vaughn, Safi, Alexias, Sanchez, Minerva E., Sanyal, Amartya, Shafer, Anthony, Simon, Jeremy M., Song, Lingyun, Vong, Shinny, Weaver, Molly, Yan, Yongqi, Zhang, Zhancheng, Zhang, Zhuzhu, Lenhard, Boris, Tewari, Muneesh, Dorschner, Michael O., Hansen, Scott R., Navas, Patrick A., Stamatoyannopoulos, George, Iyer, Vishwanath R., Lieb, Jason D., Sunyaev, Shamil R., Akey, Joshua M., Sabo, Peter J., Kaul, Rajinder, Furey, Terrence S., Dekker, Job, Crawford, Gregory E., and Stamatoyannopoulos, John A.
- Published
- 2012
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15. An expansive human regulatory lexicon encoded in transcription factor footprints
- Author
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Neph, Shane, Vierstra, Jeff, Stergachis, Andrew B., Reynolds, Alex P., Haugen, Eric, Vernot, Benjamin, Thurman, Robert E., John, Sam, Sandstrom, Richard, Johnson, Audra K., Maurano, Matthew T., Humbert, Richard, Rynes, Eric, Wang, Hao, Vong, Shinny, Lee, Kristen, Bates, Daniel, Diegel, Morgan, Roach, Vaughn, Dunn, Douglas, Neri, Jun, Schafer, Anthony, Hansen, Scott R., Kutyavin, Tanya, Giste, Erika, Weaver, Molly, Canfield, Theresa, Sabo, Peter, Zhang, Miaohua, Balasundaram, Gayathri, Byron, Rachel, MacCoss, Michael J., Akey, Joshua M., Bender, M. A., Groudine, Mark, Kaul, Rajinder, and Stamatoyannopoulos, John A.
- Published
- 2012
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16. BEDOPS: high-performance genomic feature operations
- Author
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Neph, Shane, Kuehn, M. Scott, Reynolds, Alex P., Haugen, Eric, Thurman, Robert E., Johnson, Audra K., Rynes, Eric, Maurano, Matthew T., Vierstra, Jeff, Thomas, Sean, Sandstrom, Richard, Humbert, Richard, and Stamatoyannopoulos, John A.
- Published
- 2012
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17. eFORGE v2.0: updated analysis of cell type-specific signal in epigenomic data.
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Breeze, Charles E, Reynolds, Alex P, Dongen, Jenny van, Dunham, Ian, Lazar, John, Neph, Shane, Vierstra, Jeff, Bourque, Guillaume, Teschendorff, Andrew E, Stamatoyannopoulos, John A, and Beck, Stephan
- Subjects
CELL analysis ,DNA methylation ,GENE enhancers ,TRANSCRIPTION factors ,DNA analysis ,HISTONE methylation - Abstract
Summary The Illumina Infinium EPIC BeadChip is a new high-throughput array for DNA methylation analysis, extending the earlier 450k array by over 400 000 new sites. Previously, a method named eFORGE was developed to provide insights into cell type-specific and cell-composition effects for 450k data. Here, we present a significantly updated and improved version of eFORGE that can analyze both EPIC and 450k array data. New features include analysis of chromatin states, transcription factor motifs and DNase I footprints, providing tools for epigenome-wide association study interpretation and epigenome editing. Availability and implementation eFORGE v2.0 is implemented as a web tool available from https://eforge.altiusinstitute.org and https://eforge-tf.altiusinstitute.org/. Supplementary information Supplementary data are available at Bioinformatics online. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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18. Methylated Cytosines Mutate to Transcription Factor Binding Sites that Drive Tetrapod Evolution.
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Ximiao He, Tillo, Desiree, Vierstra, Jeff, Syed, Khund-Sayeed, Deng, Callie, Ray, G. Jordan, Stamatoyannopoulos, John, FitzGerald, Peter C., and Vinson, Charles
- Subjects
TRANSCRIPTION factors ,GENOMICS ,GENOMES ,BIOLOGY ,EVOLUTIONARY theories - Abstract
Inmammals, the cytosine inCGdinucleotides is typically methylated producing 5-methylcytosine (5mC), a chemically less stable form of cytosine that can spontaneously deaminate to thymidine resulting in a T•G mismatched base pair. Unlike other eukaryotes that efficiently repair this mismatched base pair back to C•G, in mammals, 5mCG deamination is mutagenic, sometimes producing TG dinucleotides, explaining the depletion of CG dinucleotides in mammalian genomes. It was suggested that new TG dinucleotides generate genetic diversity that may be critical for evolutionary change. We tested this conjecture by examining the DNA sequence properties of regulatory sequences identified by DNase I hypersensitive sites (DHSs) in humanandmouse genomes. We hypothesized that the newTG dinucleotides generate transcription factor binding sites (TFBS) that become tissue-specificDHSs (TS-DHSs).We find that 8-mers containing the CG dinucleotide are enriched in DHSs in both species. However, 8-mers containing a TG and no CG dinucleotide are preferentially enriched in TS-DHSs when compared with 8-mers with neither a TG nor a CG dinucleotide. Themost enriched 8-mer with a TG and no CG dinucleotide in tissue-specific regulatory regions in both genomes is the AP-1 motif (TGA C/G TCAN), and we find evidence that TG dinucleotides in the AP-1 motif arose from CG dinucleotides. Additional TS-DHS-enriched TFBS containing the TG/CA dinucleotide are the E-Box motif (GCAGCTGC), the NF-1 motif (GGCA--TGCC), and the GR (glucocorticoid receptor) motif (G-ACA--TGT-C). Our results support the suggestion that cytosine methylation is mutagenic in tetrapods producing TG dinucleotides that create TFBS that drive evolution. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
19. Functional footprinting of regulatory DNA.
- Author
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Vierstra, Jeff, Reik, Andreas, Chang, Kai-Hsin, Stehling-Sun, Sandra, Zhou, Yuanyue, Hinkley, Sarah J, Paschon, David E, Zhang, Lei, Psatha, Nikoletta, Bendana, Yuri R, O'Neil, Colleen M, Song, Alexander H, Mich, Andrea K, Liu, Pei-Qi, Lee, Gary, Bauer, Daniel E, Holmes, Michael C, Orkin, Stuart H, Papayannopoulou, Thalia, and Stamatoyannopoulos, George
- Subjects
- *
TRANSCRIPTION factors , *GENOME editing , *NUCLEOTIDE sequence , *TRANSCRIPTIONAL repressor CTCF , *SINGLE nucleotide polymorphisms - Abstract
Regulatory regions harbor multiple transcription factor (TF) recognition sites; however, the contribution of individual sites to regulatory function remains challenging to define. We describe an approach that exploits the error-prone nature of genome editing-induced double-strand break repair to map functional elements within regulatory DNA at nucleotide resolution. We demonstrate the approach on a human erythroid enhancer, revealing single TF recognition sites that gate the majority of downstream regulatory function. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
20. DNase I hypersensitivity analysis of the mouse brain and retina identifies region-specific regulatory elements.
- Author
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Wilken, Matthew S., Brzezinski, Joseph A., La Torre, Anna, Siebenthall, Kyle, Thurman, Robert, Sabo, Peter, Sandstrom, Richard S., Vierstra, Jeff, Canfield, Theresa K., Scott Hansen, R., Bender, Michael A., Stamatoyannopoulos, John, and Reh, Thomas A.
- Subjects
ALLERGIES ,SPINAL cord ,CENTRAL nervous system ,RETINA ,GENOMES - Abstract
Background: The brain, spinal cord, and neural retina comprise the central nervous system (CNS) of vertebrates. Understanding the regulatory mechanisms that underlie the enormous cell-type diversity of the CNS is a significant challenge. Whole-genome mapping of DNase I-hypersensitive sites (DHSs) has been used to identify cis-regulatory elements in many tissues. We have applied this approach to the mouse CNS, including developing and mature neural retina, whole brain, and two well-characterized brain regions, the cerebellum and the cerebral cortex. Results: For the various regions and developmental stages of the CNS that we analyzed, there were approximately the same number of DHSs; however, there were many DHSs unique to each CNS region and developmental stage. Many of the DHSs are likely to mark enhancers that are specific to the specific CNS region and developmental stage. We validated the DNase I mapping approach for identification of CNS enhancers using the existing VISTA Browser database and with in vivo and in vitro electroporation of the retina. Analysis of transcription factor consensus sites within the DHSs shows distinct region-specific profiles of transcriptional regulators particular to each region. Clustering developmentally dynamic DHSs in the retina revealed enrichment of developmental stagespecific transcriptional regulators. Additionally, we found reporter gene activity in the retina driven from several previously uncharacterized regulatory elements surrounding the neurodevelopmental gene Otx2. Identification of DHSs shared between mouse and human showed region-specific differences in the evolution of cis-regulatory elements. Conclusions: Overall, our results demonstrate the potential of genome-wide DNase I mapping to cis-regulatory questions regarding the regional diversity within the CNS. These data represent an extensive catalogue of potential cis-regulatory elements within the CNS that display region and temporal specificity, as well as a set of DHSs common to CNS tissues. Further examination of evolutionary conservation of DHSs between CNS regions and different species may reveal important cis-regulatory elements in the evolution of the mammalian CNS. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
21. Coupling transcription factor occupancy to nucleosome architecture with DNase-FLASH.
- Author
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Vierstra, Jeff, Wang, Hao, John, Sam, Sandstrom, Richard, and Stamatoyannopoulos, John A
- Subjects
- *
TRANSCRIPTION factors , *CHROMATIN , *GENOMICS , *DEOXYRIBONUCLEASES , *GENETIC regulation , *COUPLING reactions (Chemistry) - Abstract
It is currently not possible to resolve the genome-wide relationship of transcription factors (TFs) and nucleosomes at the level of individual chromatin templates despite rapidly increasing data on TF and nucleosome occupancy in the human genome. Here we describe DNase I-released fragment-length analysis of hypersensitivity (DNase-FLASH), an approach that directly couples mapping of TF occupancy, via quantification of DNA microfragments released from individual TF recognition sites in regulatory DNA, to the surrounding nucleosome architecture, via analysis of larger DNA fragments, in a single assay. DNase-FLASH enables coupling of individual TF footprints to nucleosome occupancy, identifying TFs that precisely demarcate the regulatory DNA-nucleosome interface. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
22. The accessible chromatin landscape of the human genome
- Author
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Thurman, Robert E., Rynes, Eric, Humbert, Richard, Vierstra, Jeff, Maurano, Matthew T., Haugen, Eric, Sheffield, Nathan C., Stergachis, Andrew B., Wang, Hao, Vernot, Benjamin, Garg, Kavita, Sandstrom, Richard, Bates, Daniel, Canfield, Theresa K., Diegel, Morgan, Dunn, Douglas, Ebersol, Abigail K., Frum, Tristan, Giste, Erika, Harding, Lisa, Johnson, Audra K., Johnson, Ericka M., Kutyavin, Tanya, Lajoie, Bryan, Lee, Bum-Kyu, Lee, Kristen, London, Darin, Lotakis, Dimitra, Neph, Shane, Neri, Fidencio, Nguyen, Eric D., Reynolds, Alex P., Roach, Vaughn, Safi, Alexias, Sanchez, Minerva E., Sanyal, Amartya, Shafer, Anthony, Simon, Jeremy M., Song, Lingyun, Vong, Shinny, Weaver, Molly, Zhang, Zhancheng, Zhang, Zhuzhu, Lenhard, Boris, Tewari, Muneesh, Dorschner, Michael O., Hansen, R. Scott, Navas, Patrick A., Stamatoyannopoulos, George, Iyer, Vishwanath R., Lieb, Jason D., Sunyaev, Shamil R., Akey, Joshua M., Sabo, Peter J., Kaul, Rajinder, Furey, Terrence S., Dekker, Job, Crawford, Gregory E., and Stamatoyannopoulos, John A.
- Abstract
DNaseI hypersensitive sites (DHSs) are markers of regulatory DNA and have underpinned the discovery of all classes of cis-regulatory elements including enhancers, promoters, insulators, silencers, and locus control regions. Here we present the first extensive map of human DHSs identified through genome-wide profiling in 125 diverse cell and tissue types. We identify ~2.9 million DHSs that encompass virtually all known experimentally-validated cis-regulatory sequences and expose a vast trove of novel elements, most with highly cell-selective regulation. Annotating these elements using ENCODE data reveals novel relationships between chromatin accessibility, transcription, DNA methylation, and regulatory factor occupancy patterns. We connect ~580,000 distal DHSs with their target promoters, revealing systematic pairing of different classes of distal DHSs and specific promoter types. Patterning of chromatin accessibility at many regulatory regions is choreographed with dozens to hundreds of co-activated elements, and the trans-cellular DNaseI sensitivity pattern at a given region can predict cell type-specific functional behaviors. The DHS landscape shows signatures of recent functional evolutionary constraint. However, the DHS compartment in pluripotent and immortalized cells exhibits higher mutation rates than that in highly differentiated cells, exposing an unexpected link between chromatin accessibility, proliferative potential and patterns of human variation.
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- 2013
- Full Text
- View/download PDF
23. Personal and population genomics of human regulatory variation.
- Author
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Vernot, Benjamin, Stergachis, Andrew B., Maurano, Matthew T., Vierstra, Jeff, Neph, Shane, Thurman, Robert E., Stamatoyannopoulos, John A., and Akey, Joshua M.
- Subjects
- *
HUMAN genome , *DNA , *METAGENOMICS , *TRANSCRIPTION factors , *BIOMOLECULES - Abstract
The characteristics and evolutionary forces acting on regulatory variation in humans remains elusive because of the difficulty in defining functionally important noncoding DNA. Here, we combine genome-scale maps of regulatory DNA marked by DNase I hypersensitive sites (DHSs) from 138 cell and tissue types with whole-genome sequences of 53 geographically diverse individuals in order to better delimit the patterns of regulatory variation in humans. We estimate that individuals likely harbor many more functionally important variants in regulatory DNA compared with protein-coding regions, although they are likely to have, on average, smaller effect sizes. Moreover, we demonstrate that there is significant heterogeneity in the level of functional constraint in regulatory DNA among different cell types. We also find marked variability in functional constraint among transcription factor motifs in regulatory DNA, with sequence motifs for major developmental regulators, such as HOX proteins, exhibiting levels of constraint comparable to protein-coding regions. Finally, we perform a genome-wide scan of recent positive selection and identify hundreds of novel substrates of adaptive regulatory evolution that are enriched for biologically interesting pathways such as melanogenesis and adipocytokine signaling. These data and results provide new insights into patterns of regulatory variation in individuals and populations and demonstrate that a large proportion of functionally important variation lies beyond the exome. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
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