46 results on '"Safi, Alexias"'
Search Results
2. Sex dependent glial-specific changes in the chromatin accessibility landscape in late-onset Alzheimer’s disease brains
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Barrera, Julio, Song, Lingyun, Gamache, Julia E., Garrett, Melanie E., Safi, Alexias, Yun, Young, Premasinghe, Ivana, Sprague, Daniel, Chipman, Danielle, Li, Jeffrey, Fradin, Hélène, Soldano, Karen, Gordân, Raluca, Ashley-Koch, Allison E., Crawford, Gregory E., and Chiba-Falek, Ornit
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- 2021
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3. Transcriptome and epigenome landscape of human cortical development modeled in organoids
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The PsychENCODE Consortium, Amiri, Anahita, Coppola, Gianfilippo, Scuderi, Soraya, Wu, Feinan, Roychowdhury, Tanmoy, Liu, Fuchen, Pochareddy, Sirisha, Shin, Yurae, Safi, Alexias, Song, Lingyun, Zhu, Ying, Sousa, André M. M., Gerstein, Mark, Crawford, Gregory E., Sestan, Nenad, Abyzov, Alexej, and Vaccarino, Flora M.
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- 2018
4. Transcriptome-wide association study of schizophrenia and chromatin activity yields mechanistic disease insights
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Gusev, Alexander, Mancuso, Nicholas, Won, Hyejung, Kousi, Maria, Finucane, Hilary K., Reshef, Yakir, Song, Lingyun, Safi, Alexias, McCarroll, Steven, Neale, Benjamin M., Ophoff, Roel A., O’Donovan, Michael C., Crawford, Gregory E., Geschwind, Daniel H., Katsanis, Nicholas, Sullivan, Patrick F., Pasaniuc, Bogdan, and Price, Alkes L.
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- 2018
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5. Tissue- and strain-specific effects of a genotoxic carcinogen 1,3-butadiene on chromatin and transcription
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Israel, Jennifer W., Chappell, Grace A., Simon, Jeremy M., Pott, Sebastian, Safi, Alexias, Lewis, Lauren, Cotney, Paul, Boulos, Hala S., Bodnar, Wanda, Lieb, Jason D., Crawford, Gregory E., Furey, Terrence S., and Rusyn, Ivan
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- 2018
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6. Genetic variants and cellular stressors associated with exfoliation syndrome modulate promoter activity of a lncRNA within the LOXL1 locus
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Hauser, Michael A., Aboobakar, Inas F., Liu, Yutao, Miura, Shiroh, Whigham, Benjamin T., Challa, Pratap, Wheeler, Joshua, Williams, Andrew, Santiago-Turla, Cecelia, Qin, Xuejun, Rautenbach, Robyn M., Ziskind, Ari, Ramsay, Michèle, Uebe, Steffen, Song, Lingyun, Safi, Alexias, Vithana, Eranga N., Mizoguchi, Takanori, Nakano, Satoko, Kubota, Toshiaki, Hayashi, Ken, Manabe, Shin-ichi, Kazama, Shigeyasu, Mori, Yosai, Miyata, Kazunori, Yoshimura, Nagahisa, Reis, Andre, Crawford, Gregory E., Pasutto, Francesca, Carmichael, Trevor R., Williams, Susan E. I., Ozaki, Mineo, Aung, Tin, Khor, Chiea-Chuen, Stamer, W. Daniel, Ashley-Koch, Allison E., and Allingham, R. Rand
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- 2015
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7. Genomic analysis reveals distinct mechanisms and functional classes of SOX10-regulated genes in melanocytes
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Fufa, Temesgen D., Harris, Melissa L., Watkins-Chow, Dawn E., Levy, Denise, Gorkin, David U., Gildea, Derek E., Song, Lingyun, Safi, Alexias, Crawford, Gregory E., Sviderskaya, Elena V., Bennett, Dorothy C., Mccallion, Andrew S., Loftus, Stacie K., and Pavan, William J.
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- 2015
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8. 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., 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
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Genetic research ,Human genome -- Research ,Genetic transcription -- Research ,Environmental issues ,Science and technology ,Zoology and wildlife conservation - Abstract
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., 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]; [...]
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- 2012
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9. 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., 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, 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.
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Chromatin -- Physiological aspects ,DNA -- Physiological aspects ,Genetic research ,Human genome -- Research ,Environmental issues ,Science and technology ,Zoology and wildlife conservation - Abstract
DNase I 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 [similar]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 [similar]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 organized with dozens to hundreds of co-activated elements, and the transcellular DNase I sensitivity pattern at a given region can predict cell-type-specific functional behaviours. 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., Author(s): Robert E. Thurman [1, 13]; Eric Rynes [1, 13]; Richard Humbert [1, 13]; Jeff Vierstra [1]; Matthew T. Maurano [1]; Eric Haugen [1]; Nathan C. Sheffield [2]; Andrew B. [...]
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- 2012
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10. Experimental validation of the docking orientation of Cdc25 with its Cdk2-CycA protein substrate
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Sohn, Jungsan, Parks, Jerry M., Buhrman, Gregory, Brown, Paul, Kristjansdottir, Kolbrun, Safi, Alexias, Edelsbrunner, Herbert, Weitao Yang, and Rudolrin, Johannes
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Phosphates -- Research ,Eukaryotes -- Research ,Cell cycle -- Research ,Biological sciences ,Chemistry - Abstract
Study is conducted in which docked orientation for Cdc25B with its Cdk2-pTpY-CycA protein substrate is predicted by a rigid-body docking method and further the docked models with full-scale molecular dynamics simulations and minimization are refined. The stable ensemble structure is validated experimentally by a variety of in vitro techniques.
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- 2005
11. Identification of enhancer regulatory elements that direct epicardial gene expression during zebrafish heart regeneration.
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Yingxi Cao, Yu Xia, Balowski, Joseph J., Jianhong Ou, Lingyun Song, Safi, Alexias, Curtis, Timothy, Crawford, Gregory E., Poss, Kenneth D., and Jingli Cao
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GENE expression ,REGENERATION (Biology) ,CARDIAC regeneration ,BRACHYDANIO ,FOREST regeneration ,CIS-regulatory elements (Genetics) - Abstract
The epicardium is a mesothelial tissue layer that envelops the heart. Cardiac injury activates dynamic gene expression programs in epicardial tissue, which in zebrafish enables subsequent regeneration through paracrine and vascularizing effects. To identify tissue regeneration enhancer elements (TREEs) that control injury-induced epicardial gene expression during heart regeneration, we profiled transcriptomes and chromatin accessibility in epicardial cells purified from regenerating zebrafish hearts. We identified hundreds of candidate TREEs, which are defined by increased chromatin accessibility of non-coding elements near genes with increased expression during regeneration. Several of these candidate TREEs were incorporated into stable transgenic lines, with five out of six elements directing injury-induced epicardial expression but not ontogenetic epicardial expression in larval hearts. Whereas two independent TREEs linked to the gene gnai3 showed similar functional features of gene regulation in transgenic lines, two independent ncam1a-linked TREEs directed distinct spatiotemporal domains of epicardial gene expression. Thus, multiple TREEs linked to a regeneration gene can possess either matching or complementary regulatory controls. Our study provides a new resource and principles for understanding the regulation of epicardial genetic programs during heart regeneration. [ABSTRACT FROM AUTHOR]
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- 2022
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12. Neuronal and glial 3D chromatin architecture informs the cellular etiology of brain disorders.
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Hu, Benxia, Won, Hyejung, Mah, Won, Park, Royce B., Kassim, Bibi, Spiess, Keeley, Kozlenkov, Alexey, Crowley, Cheynna A., Pochareddy, Sirisha, The PsychENCODE Consortium, Ashley-Koch, Allison E., Crawford, Gregory E., Garrett, Melanie E., Song, Lingyun, Safi, Alexias, Johnson, Graham D., Wray, Gregory A., Reddy, Timothy E., Goes, Fernando S., and Zandi, Peter
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PLANT chromosomes ,GENE regulatory networks ,GENETIC variation ,INTERNEURONS ,CHROMATIN ,REGULATOR genes ,ETIOLOGY of diseases - Abstract
Cellular heterogeneity in the human brain obscures the identification of robust cellular regulatory networks, which is necessary to understand the function of non-coding elements and the impact of non-coding genetic variation. Here we integrate genome-wide chromosome conformation data from purified neurons and glia with transcriptomic and enhancer profiles, to characterize the gene regulatory landscape of two major cell classes in the human brain. We then leverage cell-type-specific regulatory landscapes to gain insight into the cellular etiology of several brain disorders. We find that Alzheimer's disease (AD)-associated epigenetic dysregulation is linked to neurons and oligodendrocytes, whereas genetic risk factors for AD highlighted microglia, suggesting that different cell types may contribute to disease risk, via different mechanisms. Moreover, integration of glutamatergic and GABAergic regulatory maps with genetic risk factors for schizophrenia (SCZ) and bipolar disorder (BD) identifies shared (parvalbumin-expressing interneurons) and distinct cellular etiologies (upper layer neurons for BD, and deeper layer projection neurons for SCZ). Collectively, these findings shed new light on cell-type-specific gene regulatory networks in brain disorders. The cellular heterogeneity in brain obscures the identification of robust cellular regulatory networks. Here the authors integrate genome-wide chromosome conformation data from sorted neurons and glia, with transcriptomic and enhancer profiles, to characterize cell-type-specific gene regulatory landscapes in the human brain, and provide insights into cell-type-specific gene regulatory networks in brain disorders. [ABSTRACT FROM AUTHOR]
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- 2021
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13. Variation in DNA-Damage Responses to an Inhalational Carcinogen (1,3-Butadiene) in Relation to Strain-Specific Differences in Chromatin Accessibility and Gene Transcription Profiles in C57BL/6J and CAST/EiJ Mice
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Chappell, Grace A., Israel, Jennifer W., Simon, Jeremy M., Pott, Sebastian, Safi, Alexias, Eklund, Karl, Sexton, Kenneth G., Bodnar, Wanda, Lieb, Jason D., Crawford, Gregory E., Rusyn, Ivan, and Furey, Terrence S.
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Chemical carcinogenesis -- Research ,Cancer genetics -- Research ,DNA damage -- Research ,Environmental toxicology -- Research ,Chromatin -- Research ,Transcription (Genetics) -- Research ,Butadiene -- Health aspects ,Environmental issues ,Health - Abstract
BACKGROUND: The damaging effects of exposure to environmental toxicants differentially affect genetically distinct individuals, but the mechanisms contributing to these differences are poorly understood. Genetic variation affects the establishment of the gene regulatory landscape and thus gene expression, and we hypothesized that this contributes to the observed heterogeneity in individual responses to exogenous cellular insults. OBJECTIVES: We performed an in vivo study of how genetic variation and chromatin organization may dictate susceptibility to DNA damage, and influence the cellular response to such damage, caused by an environmental toxicant. MATERIALS AND METHODS: We measured DNA damage, messenger RNA (mRNA) and microRNA (miRNA) expression, and genome-wide chromatin accessibility in lung tissue from two genetically divergent inbred mouse strains, C57BL/6J and CAST/EiJ, both in unexposed mice and in mice exposed to a model DNA-damaging chemical, 1,3-butadiene. RESULTS: Our results showed that unexposed CAST/EiJ and C57BL/6J mice have very different chromatin organization and transcription profiles in the lung. Importantly, in unexposed CAST/EiJ mice, which acquired relatively less 1,3-butadiene-induced DNA damage, we observed increased transcription and a more accessible chromatin landscape around genes involved in detoxification pathways. Upon chemical exposure, chromatin was significantly remodeled in the lung of C57BL/6J mice, a strain that acquired higher levels of 1,3-butadiene-induced DNA damage, around the same genes, ultimately resembling the molecular profile of CAST/EiJ. CONCLUSIONS: These results suggest that strain-specific changes in chromatin and transcription in response to chemical exposure lead to a 'compensation' for underlying genetic-driven interindividual differences in the baseline chromatin and transcriptional state. This work represents an example of how chemical and environmental exposures can be evaluated to better understand gene-by-environment interactions, and it demonstrates the important role of chromatin response in transcriptomic changes and, potentially, in deleterious effects of exposure. https://doi.org/10.1289/EHP1937, Introduction Inter-individual genetic variation can have profound impacts on the metabolism of pharmaceutical drugs and environmental toxicants (Ma and Lu 2011; Pierce et al. 2012). The molecular consequences of chemical [...]
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- 2017
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14. Integrative QTL analysis of gene expression and chromatin accessibility identifies multi-tissue patterns of genetic regulation.
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Keele, Gregory R., Quach, Bryan C., Israel, Jennifer W., Chappell, Grace A., Lewis, Lauren, Safi, Alexias, Simon, Jeremy M., Cotney, Paul, Crawford, Gregory E., Valdar, William, Rusyn, Ivan, and Furey, Terrence S.
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GENETIC regulation ,GENE expression ,CIS-regulatory elements (Genetics) ,ZINC-finger proteins ,GENETIC models ,REGULATOR genes ,GENE silencing - Abstract
Gene transcription profiles across tissues are largely defined by the activity of regulatory elements, most of which correspond to regions of accessible chromatin. Regulatory element activity is in turn modulated by genetic variation, resulting in variable transcription rates across individuals. The interplay of these factors, however, is poorly understood. Here we characterize expression and chromatin state dynamics across three tissues—liver, lung, and kidney—in 47 strains of the Collaborative Cross (CC) mouse population, examining the regulation of these dynamics by expression quantitative trait loci (eQTL) and chromatin QTL (cQTL). QTL whose allelic effects were consistent across tissues were detected for 1,101 genes and 133 chromatin regions. Also detected were eQTL and cQTL whose allelic effects differed across tissues, including local-eQTL for Pik3c2g detected in all three tissues but with distinct allelic effects. Leveraging overlapping measurements of gene expression and chromatin accessibility on the same mice from multiple tissues, we used mediation analysis to identify chromatin and gene expression intermediates of eQTL effects. Based on QTL and mediation analyses over multiple tissues, we propose a causal model for the distal genetic regulation of Akr1e1, a gene involved in glycogen metabolism, through the zinc finger transcription factor Zfp985 and chromatin intermediates. This analysis demonstrates the complexity of transcriptional and chromatin dynamics and their regulation over multiple tissues, as well as the value of the CC and related genetic resource populations for identifying specific regulatory mechanisms within cells and tissues. Author summary: Genetic variation can drive alterations in gene expression levels and chromatin accessibility, the latter of which defines gene regulatory elements genome-wide. The same genetic variants may associate with both molecular events, and these may be connected within the same causal path: a variant that reduces promoter region chromatin accessibility, potentially by affecting transcription factor binding, may lead to reduced expression of that gene. Moreover, these causal regulatory paths can differ between tissues depending on functions and cellular activity specific to each tissue. We identify cross-tissue and tissue-selective genetic regulators of gene expression and chromatin accessibility in liver, lung, and kidney tissues using a panel of genetically diverse inbred mouse strains. Further, we identify a number of candidate causal mediators of the genetic regulation of gene expression, including a zinc finger protein that helps silence the Akr1e1 gene. Our analyses are consistent with chromatin accessibility playing a role in the regulation of transcription. Our study demonstrates the power of genetically diverse, multi-parental mouse populations, such as the Collaborative Cross, for large-scale studies of genetic drivers of gene regulation that underlie complex phenotypes, as well as identifying causal intermediates that drive variable activity of specific genes and pathways. [ABSTRACT FROM AUTHOR]
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- 2020
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15. Evaluating Chromatin Accessibility Differences Across Multiple Primate Species Using a Joint Modeling Approach.
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Edsall, Lee E, Berrio, Alejandro, Majoros, William H, Swain-Lenz, Devjanee, Morrow, Shauna, Shibata, Yoichiro, Safi, Alexias, Wray, Gregory A, Crawford, Gregory E, and Allen, Andrew S
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HOMINIDS ,MACAQUES ,RHESUS monkeys ,PRIMATES ,SPECIES ,FUNCTIONAL genomics ,GENE expression - Abstract
Changes in transcriptional regulation are thought to be a major contributor to the evolution of phenotypic traits, but the contribution of changes in chromatin accessibility to the evolution of gene expression remains almost entirely unknown. To address this important gap in knowledge, we developed a new method to identify DNase I Hypersensitive (DHS) sites with differential chromatin accessibility between species using a joint modeling approach. Our method overcomes several limitations inherent to conventional threshold-based pairwise comparisons that become increasingly apparent as the number of species analyzed rises. Our approach employs a single quantitative test which is more sensitive than existing pairwise methods. To illustrate, we applied our joint approach to DHS sites in fibroblast cells from five primates (human, chimpanzee, gorilla, orangutan, and rhesus macaque). We identified 89,744 DHS sites, of which 41% are identified as differential between species using the joint model compared with 33% using the conventional pairwise approach. The joint model provides a principled approach to distinguishing single from multiple chromatin accessibility changes among species. We found that nondifferential DHS sites are enriched for nucleotide conservation. Differential DHS sites with decreased chromatin accessibility relative to rhesus macaque occur more commonly near transcription start sites (TSS), while those with increased chromatin accessibility occur more commonly distal to TSS. Further, differential DHS sites near TSS are less cell type-specific than more distal regulatory elements. Taken together, these results point to distinct classes of DHS sites, each with distinct characteristics of selection, genomic location, and cell type specificity. [ABSTRACT FROM AUTHOR]
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- 2019
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16. Comparative Analyses of Chromatin Landscape in White Adipose Tissue Suggest Humans May Have Less Beigeing Potential than Other Primates.
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Swain-Lenz, Devjanee, Berrio, Alejandro, Safi, Alexias, Crawford, Gregory E, and Wray, Gregory A
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WHITE adipose tissue ,ADIPOSE tissues ,FAT ,PRIMATES ,HUMAN body ,CHROMATIN - Abstract
Humans carry a much larger percentage of body fat than other primates. Despite the central role of adipose tissue in metabolism, little is known about the evolution of white adipose tissue in primates. Phenotypic divergence is often caused by genetic divergence in cis -regulatory regions. We examined the cis -regulatory landscape of fat during human origins by performing comparative analyses of chromatin accessibility in human and chimpanzee adipose tissue using rhesus macaque as an outgroup. We find that many regions that have decreased accessibility in humans are enriched for promoter and enhancer sequences, are depleted for signatures of negative selection, are located near genes involved with lipid metabolism, and contain a short sequence motif involved in the beigeing of fat, the process in which lipid-storing white adipocytes are transdifferentiated into thermogenic beige adipocytes. The collective closing of many putative regulatory regions associated with beigeing of fat suggests a mechanism that increases body fat in humans. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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17. DECODING THE GENETIC ARCHITECTURE OF LATE-ONSET ALZHEIMER’S DISEASE USING SINGLE CELL ANALYSES
- Author
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Chiba-Falek, Ornit, Barrera, Julio, Song, Lingyun, Safi, Alexias, and Crawford, Gregory
- Published
- 2018
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- View/download PDF
18. Comparative Serum Challenges Show Divergent Patterns of Gene Expression and Open Chromatin in Human and Chimpanzee.
- Author
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Pizzollo, Jason, Nielsen, William J., Yoichiro Shibata, Safi, Alexias, Crawford, Gregory E., Wray, Gregory A., and Babbitt, Courtney C.
- Subjects
GENE expression ,CHROMATIN ,HUMAN genes ,CHIMPANZEES ,CARCINOMA ,DISEASES - Abstract
Humans experience higher rates of age-associated diseases than our closest living evolutionary relatives, chimpanzees. Environmental factors can explain many of these increases in disease risk, but species-specific genetic changes can also play a role. Alleles that confer increased disease susceptibility later in life can persist in a population in the absence of selective pressure if those changes confer positive adaptation early in life. One age-associated disease that disproportionately affects humans compared with chimpanzees is epithelial cancer. Here, we explored genetic differences between humans and chimpanzees in a well-defined experimental assay that mimics gene expression changes that happen during cancer progression: A fibroblast serum challenge. We used this assay with fibroblasts isolated from humans and chimpanzees to explore species-specific differences in gene expression and chromatin state with RNA-Seq and DNase-Seq. Our data reveal that human fibroblasts increase expression of genes associated with wound healing and cancer pathways; in contrast, chimpanzee gene expression changes are not concentrated around particular functional categories. Chromatin accessibility dramatically increases in human fibroblasts, yet decreases in chimpanzee cells during the serum response. Many regions of opening and closing chromatin are in close proximity to genes encoding transcription factors or genes involved in wound healing processes, further supporting the link between changes in activity of regulatory elements and changes in gene expression. Together, these expression and open chromatin data show that humans and chimpanzees have dramatically different responses to the same physiological stressor, and how a core physiological process can evolve quickly over relatively short evolutionary time scales. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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- View/download PDF
19. CRISPR-Cas9 epigenome editing enables high-throughput screening for functional regulatory elements in the human genome.
- Author
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Klann, Tyler S, Black, Joshua B, Chellappan, Malathi, Safi, Alexias, Song, Lingyun, Hilton, Isaac B, Crawford, Gregory E, Reddy, Timothy E, and Gersbach, Charles A
- Abstract
Large genome-mapping consortia and thousands of genome-wide association studies have identified non-protein-coding elements in the genome as having a central role in various biological processes. However, decoding the functions of the millions of putative regulatory elements discovered in these studies remains challenging. CRISPR-Cas9-based epigenome editing technologies have enabled precise perturbation of the activity of specific regulatory elements. Here we describe CRISPR-Cas9-based epigenomic regulatory element screening (CERES) for improved high-throughput screening of regulatory element activity in the native genomic context. Using dCas9
KRAB repressor and dCas9p300 activator constructs and lentiviral single guide RNA libraries to target DNase I hypersensitive sites surrounding a gene of interest, we carried out both loss- and gain-of-function screens to identify regulatory elements for the β-globin and HER2 loci in human cells. CERES readily identified known and previously unidentified regulatory elements, some of which were dependent on cell type or direction of perturbation. This technology allows the high-throughput functional annotation of putative regulatory elements in their native chromosomal context. [ABSTRACT FROM AUTHOR]- Published
- 2017
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20. Differential contribution of cis-regulatory elements to higher order chromatin structure and expression of the CFTR locus.
- Author
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Rui Yang, Kerschner, Jenny L., Gosalia, Nehal, Neems, Daniel, Gorsic, Lidija K., Safi, Alexias, Crawford, Gregory E., Kosak, Steven T., Shih-Hsing Leir, and Harris, Ann
- Published
- 2016
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- View/download PDF
21. Regulation of chromatin accessibility and Zic binding at enhancers in the developing cerebellum.
- Author
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Frank, Christopher L, Liu, Fang, Wijayatunge, Ranjula, Song, Lingyun, Biegler, Matthew T, Yang, Marty G, Vockley, Christopher M, Safi, Alexias, Gersbach, Charles A, Crawford, Gregory E, and West, Anne E
- Subjects
CHROMATIN ,GENETIC regulation ,CEREBELLUM ,LABORATORY mice ,RNA sequencing ,GENE expression - Abstract
To identify chromatin mechanisms of neuronal differentiation, we characterized chromatin accessibility and gene expression in cerebellar granule neurons (CGNs) of the developing mouse. We used DNase-seq to map accessibility of cis-regulatory elements and RNA-seq to profile transcript abundance across postnatal stages of neuronal differentiation in vivo and in culture. We observed thousands of chromatin accessibility changes as CGNs differentiated, and verified, using H3K27ac ChIP-seq, reporter gene assays and CRISPR-mediated activation, that many of these regions function as neuronal enhancers. Motif discovery in differentially accessible chromatin regions suggested a previously unknown role for the Zic family of transcription factors in CGN maturation. We confirmed the association of Zic with these elements by ChIP-seq and found, using knockdown, that Zic1 and Zic2 are required for coordinating mature neuronal gene expression patterns. Together, our data reveal chromatin dynamics at thousands of gene regulatory elements that facilitate the gene expression patterns necessary for neuronal differentiation and function. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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22. Interactions of Chromatin Context, Binding Site Sequence Content, and Sequence Evolution in Stress-Induced p53 Occupancy and Transactivation.
- Author
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Su, Dan, Wang, Xuting, Campbell, Michelle R., Song, Lingyun, Safi, Alexias, Crawford, Gregory E., and Bell, Douglas A.
- Subjects
TUMOR suppressor proteins ,TUMOR suppressor genes ,NUCLEOTIDE sequence ,PROTEIN binding ,CHROMATIN - Abstract
Cellular stresses activate the tumor suppressor p53 protein leading to selective binding to DNA response elements (REs) and gene transactivation from a large pool of potential p53 REs (p53REs). To elucidate how p53RE sequences and local chromatin context interact to affect p53 binding and gene transactivation, we mapped genome-wide binding localizations of p53 and H3K4me3 in untreated and doxorubicin (DXR)-treated human lymphoblastoid cells. We examined the relationships among p53 occupancy, gene expression, H3K4me3, chromatin accessibility (DNase 1 hypersensitivity, DHS), ENCODE chromatin states, p53RE sequence, and evolutionary conservation. We observed that the inducible expression of p53-regulated genes was associated with the steady-state chromatin status of the cell. Most highly inducible p53-regulated genes were suppressed at baseline and marked by repressive histone modifications or displayed CTCF binding. Comparison of p53RE sequences residing in different chromatin contexts demonstrated that weaker p53REs resided in open promoters, while stronger p53REs were located within enhancers and repressed chromatin. p53 occupancy was strongly correlated with similarity of the target DNA sequences to the p53RE consensus, but surprisingly, inversely correlated with pre-existing nucleosome accessibility (DHS) and evolutionary conservation at the p53RE. Occupancy by p53 of REs that overlapped transposable element (TE) repeats was significantly higher (p<10
−7 ) and correlated with stronger p53RE sequences (p<10−110 ) relative to nonTE-associated p53REs, particularly for MLT1H, LTR10B, and Mer61 TEs. However, binding at these elements was generally not associated with transactivation of adjacent genes. Occupied p53REs located in L2-like TEs were unique in displaying highly negative PhyloP scores (predicted fast-evolving) and being associated with altered H3K4me3 and DHS levels. These results underscore the systematic interaction between chromatin status and p53RE context in the induced transactivation response. This p53 regulated response appears to have been tuned via evolutionary processes that may have led to repression and/or utilization of p53REs originating from primate-specific transposon elements. [ABSTRACT FROM AUTHOR]- Published
- 2015
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23. Cell‐type‐specific and sex‐dependent changes in the chromatin accessibility landscape in late‐onset Alzheimer's disease brains: Genetics: Genetics and omics of AD I.
- Author
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Chiba‐Falek, Ornit, Barrera, Julio, Song, Lingyun, Safi, Alexias, Yu, Young Jun, Garrett, Melanie, Gamache, Julia, Chipman, Danielle, Ashley‐Koch, Allison, and Crawford, Gregory
- Abstract
Background: Decoding the genetic mechanisms of late‐onset Alzheimer's disease (LOAD) is a major challenge in the post‐GWAS era, since the majority of the LOAD associated SNPs are in noncoding regions. Noncoding disease‐associated loci have been shown to be enriched for regulatory elements in tissues and cells relevant to the disease. Thus, post‐GWAS research requires an in‐depth characterization of cell‐type‐specific DNA regulatory elements and gene expression patterns. Methods: We conducted ATAC‐seq profiling using NeuN sorted‐nuclei from 40 frozen brain tissues to determine LOAD‐specific changes in chromatin accessibility landscape in a cell‐type specific manner. We complemented these experiments by generating single‐nuclei(sn)RNA‐seq data from a subset group of the same brain samples. Results: The study has five major findings for the field of LOAD epigenetics. First, we generated a map of LOAD‐associated cell‐type specific chromatin accessibility sites. Second, we identified 211 LOAD‐specific differential chromatin accessibility sites in neuronal‐nuclei. Third, we provided a catalogue of 842 female‐specific disease‐associated chromatin accessibility sites in non‐neuronal cells. Forth, we showed that the LOAD‐associated cell‐type‐specific changes in chromatin accessibility overlapped with ∼25% of the LOAD‐GWAS regions. Thus, suggesting a noncoding regulatory mechanism, namely chromatin accessibility, by which several LOAD‐GWAS loci may exert their pathogenic effect. Fifth, we functionally validated the ATAC‐seq findings using snRNA‐seq datasets. Data integration identified overlaps between the LOAD‐specific ATAC‐seq signals with the transcriptome profiles of known and new LOAD loci and demonstrated that LOAD‐associated changes in chromatin accessibility can result in gene dysregulation. Conclusion: To our knowledge, this study represents the first and most comprehensive systematic interrogation of the chromatin accessibility landscape in LOAD and the functional effect on gene dysregulation. Moreover, the outcomes unveiled how cell‐type‐specific and sex‐dependent alterations in chromatin structure and transcription programs are associated with LOAD. These findings enhance the interpretation of LOAD‐GWAS discoveries towards translating association to causation, provide potential pathomechanisms, and suggest novel LOAD‐loci. Furthermore, our results convey mechanistic insights into sex differences in LOAD risk and clinicopathology. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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24. A Region of the Nucleosome Required for Multiple Types of Transcriptional Silencing in Saccharomyces cerevisiae.
- Author
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Prescott, Eugenia T., Safi, Alexias, and Rusche, Laura N.
- Subjects
- *
CHROMATIN , *GENETIC transcription , *PROTEINS , *SACCHAROMYCES cerevisiae , *GENE silencing , *HISTONES , *GENETIC mutation - Abstract
Extended heterochromatin domains, which are repressive to transcription and help define centromeres and telomeres, are formed through specific interactions between silencing proteins and nucleosomes. This study reveals that in, Saccharomyces cerevisiae the same nucleosomal surface is critical for the formation of multiple types of heterochromatin, but not for local repression mediated by a related transcriptional repressor. Thus, this region of the nucleosome may be generally important to long-range silencing. In S. cerevisiae, the Sir proteins perform long-range silencing, whereas the Sum1 complex acts locally to repress specific genes. A mutant form of Sum1p, Sum1-1p, achieves silencing in the absence of Sir proteins. A genetic screen identified mutations in histones H3 and H4 that disrupt Sum1-1 silencing and fall in regions of the nucleosome previously known to disrupt Sir silencing and rDNA silencing. In contrast, no mutations were identified that disrupt wild-type Sum1 repression. Mutations that disrupt silencing fall in two regions of the nucleosome, the tip of the H3 tail and a surface of the nucleosomal core (LRS domain) and the adjacent base of the H4 tail. The LRS/H4 tail region interacts with the Sir3p bromo-adjacent homology (BAH) domain to facilitate Sir silencing. By analogy, this study is consistent with the LRS/H4 tail region interacting with Orc1p, a paralog of Sir3p, to facilitate Sum1-1 silencing. Thus, the LRS/H4 tail region of the nucleosome may be relatively accessible and facilitate interactions between silencing proteins and nucleosomes to stabilize long-range silencing. [ABSTRACT FROM AUTHOR]
- Published
- 2011
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25. Autophosphorylation of Ser66 on Xenopus Myt1 is a Prerequisite for Meiotic Inactivation of Myt1.
- Author
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Kristjánsdóttir, Kolbrún, Safi, Alexias, Shah, Chirag, and Rudolph, Johannes
- Published
- 2006
26. Role for the Pleckstrin Homology Domain-Containing Protein CKIP-1 in Phosphatidylinositol 3-Kinase-Regulated Muscle Differentiation.
- Author
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Safi, Alexias, Vandromme, Marie, Caussanel, Sabine, Valdacci, Laure, Baas, Dominique, Vidal, Marc, Brun, Gilbert, Schaeffer, Laurent, and Goillot, Evelyne
- Subjects
- *
PROTEINS , *PHOSPHOINOSITIDES , *CELL differentiation , *GENE expression , *PROTEIN kinases , *HOMOLOGY (Biology) - Abstract
In this work, we report the implication of the pleckstrin homology (PH) domain-containing protein CKIP-1 in phosphatidylinositol 3-kinase (PI3-K)-regulated muscle differentiation. CKIP-1 is upregulated during muscle differentiation in C2C12 cells. We show that CKIP-1 binds to phosphatidylinositol 3-phosphate through its PH domain and localizes to the plasma membrane in a PI3-K-dependent manner. Activation of PI3-K by insulin or expression of an active form of PI3-K p110 induces a rapid translocation of CKIP-1 to the plasma membrane. Conversely, expression of the 3-phosphoinositide phosphatase myotubularin or PI3-K inhibition by LY294002, wortmannin, or mutant p85 abolishes CKIP-1 binding to the membrane. Upon induction of differentiation in low-serum medium, CKIP-1 overexpression in C2C12 myoblasts first promotes proliferation and then stimulates the expression of myogenin and cell fusion in a manner reminiscent of the dual positive effect of insulin-like growth factors on muscle cells. Interference with the PI3-K pathway impedes the effect of CKIP-1 on C2C12 cell differentiation. Finally, silencing of CKIP-1 by RNA interference abolishes proliferation and delays myogenin expression. Altogether, these data strongly implicate CKIP-1 as a new component of PI3-K signaling in muscle differentiation. [ABSTRACT FROM AUTHOR]
- Published
- 2004
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- View/download PDF
27. 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.
- Published
- 2013
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- View/download PDF
28. Transcriptome and epigenome landscape of human cortical development modeled in organoids.
- Author
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Amiri, Anahita, Coppola, Gianfilippo, Scuderi, Soraya, Wu, Feinan, Roychowdhury, Tanmoy, Liu, Fuchen, Pochareddy, Sirisha, Shin, Yurae, Safi, Alexias, Song, Lingyun, Zhu, Ying, Sousa, André M. M., Gerstein, Mark, Crawford, Gregory E., Sestan, Nenad, Abyzov, Alexej, and Vaccarino, Flora M.
- Published
- 2018
29. Evaluation of chromatin accessibility in prefrontal cortex of individuals with schizophrenia.
- Author
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Bryois, Julien, Garrett, Melanie E., Song, Lingyun, Safi, Alexias, Giusti-Rodriguez, Paola, Johnson, Graham D., Shieh, Annie W., Buil, Alfonso, Fullard, John F., Roussos, Panos, Sklar, Pamela, Akbarian, Schahram, Haroutunian, Vahram, Stockmeier, Craig A., Wray, Gregory A., White, Kevin P., Liu, Chunyu, Reddy, Timothy E., Ashley-Koch, Allison, and Sullivan, Patrick F.
- Abstract
Schizophrenia genome-wide association studies have identified >150 regions of the genome associated with disease risk, yet there is little evidence that coding mutations contribute to this disorder. To explore the mechanism of non-coding regulatory elements in schizophrenia, we performed ATAC-seq on adult prefrontal cortex brain samples from 135 individuals with schizophrenia and 137 controls, and identified 118,152 ATAC-seq peaks. These accessible chromatin regions in the brain are highly enriched for schizophrenia SNP heritability. Accessible chromatin regions that overlap evolutionarily conserved regions exhibit an even higher heritability enrichment, indicating that sequence conservation can further refine functional risk variants. We identify few differences in chromatin accessibility between cases and controls, in contrast to thousands of age-related differential accessible chromatin regions. Altogether, we characterize chromatin accessibility in the human prefrontal cortex, the effect of schizophrenia and age on chromatin accessibility, and provide evidence that our dataset will allow for fine mapping of risk variants. Chromatin accessibility may be altered in disease states. Here the authors carry out ATAC-seq on a large number of samples of dorsolateral prefrontal cortex from individuals with schizophrenia, and healthy controls. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
30. O4‐01‐02: DECODING THE GENETIC ARCHITECTURE OF LATE‐ONSET ALZHEIMER'S DISEASE USING SINGLE CELL ANALYSES.
- Author
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Chiba-Falek, Ornit, Barrera, Julio, Song, Lingyun, Safi, Alexias, and Crawford, Gregory
- Published
- 2018
- Full Text
- View/download PDF
31. Evolution of New Function through a Single Amino Acid Change in the Yeast Repressor Sum1p.
- Author
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Safi, Alexias, Wallace, Kelley A., and Rusche, Laura N.
- Subjects
- *
AMINO acids , *GENETIC repressors , *YEAST , *GENETIC mutation , *LEUCINE - Abstract
The SUM1-1 mutation is an example of a single amino acid change that results in new function. Wild-type Sum1p in Saccharomyces cerevisiae is a DNA-binding repressor that acts locally, whereas mutant Sum1-1p forms an extended repressive chromatin structure. By characterizing a panel of mutations in which various amino acids replaced the critical residue, threonine 988, we found that threonine was required for wild-type function and that in the absence of threonine the association of Sum1p with DNA was reduced. Isoleucine, the amino acid in mutant Sum1-1p, was required for the novel spreading property. Thus, the SUM1-1 mutation results in both a loss and a gain of function. The presence of isoleucine caused Sum1-1p to self-associate, a property that may promote spreading. In addition, isoleucine enabled Sum1-1p to associate with the origin recognition complex (ORC) and accumulate near ORC binding sites. Thus, both threonine and isoleucine at position 988 enable Sum1p to form intermolecular interactions. We propose that interaction domains may be hotspots for gain-of-function mutations because alterations in such domains have the potential to redirect a protein to new sets of binding partners. In addition, self-association of chromatin proteins may promote the formation of extended chromatin structures. [ABSTRACT FROM AUTHOR]
- Published
- 2008
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- View/download PDF
32. Open Chromatin Profiling in Adipose Tissue Marks Genomic Regions with Functional Roles in Cardiometabolic Traits.
- Author
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Cannon, Maren E., Currin, Kevin W., Young, Kristin L., Perrin, Hannah J., Vadlamudi, Swarooparani, Safi, Alexias, Lingyun Song, Ying Wu, Wabitsch, Martin, Laakso, Markku, Crawford, Gregory E., and Mohlke, Karen L.
- Subjects
- *
FALSE discovery rate , *ADIPOSE tissues , *CHROMATIN , *WAIST-hip ratio , *BODY mass index , *NEEDLE biopsy - Abstract
Identifying the regulatory mechanisms of genome-wide association study (GWAS) loci affecting adipose tissue has been restricted due to limited characterization of adipose transcriptional regulatory elements. We profiled chromatin accessibility in three frozen human subcutaneous adipose tissue needle biopsies and preadipocytes and adipocytes from the Simpson Golabi-Behmel Syndrome (SGBS) cell strain using an assay for transposase-accessible chromatin (ATAC-seq). We identified 68,571 representative accessible chromatin regions (peaks) across adipose tissue samples (FDR, 5%). GWAS loci for eight cardiometabolic traits were enriched in these peaks (P, 0.005), with the strongest enrichment for waist-hip ratio. Of 110 recently described cardiometabolic GWAS loci colocalized with adipose tissue eQTLs, 59 loci had one or more variants overlapping an adipose tissue peak. Annotated variants at the SNX10 waist-hip ratio locus and the ATP2A1-SH2B1 body mass index locus showed allelic differences in regulatory assays. These adipose tissue accessible chromatin regions elucidate genetic variants that may alter adipose tissue function to impact cardiometabolic traits. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
33. Distinct Properties of Cell-Type-Specific and Shared Transcription Factor Binding Sites.
- Author
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Gertz, Jason, Savic, Daniel, Varley, Katherine?E., Partridge, E.?Christopher, Safi, Alexias, Jain, Preti, Cooper, Gregory?M., Reddy, Timothy?E., Crawford, Gregory?E., and Myers, Richard?M.
- Subjects
- *
TRANSCRIPTION factors , *BINDING sites , *ESTROGEN receptors , *DNA methylation , *CHROMATIN , *GENETIC regulation - Abstract
Summary: Most human transcription factors bind a small subset of potential genomic sites and often use different subsets in different cell types. To identify mechanisms that govern cell-type-specific transcription factor binding, we used an integrative approach to study estrogen receptor α (ER). We found that ER exhibits two distinct modes of binding. Shared sites, bound in multiple cell types, are characterized by high-affinity estrogen response elements (EREs), inaccessible chromatin, and a lack of DNA methylation, while cell-specific sites are characterized by a lack of EREs, co-occurrence with other transcription factors, and cell-type-specific chromatin accessibility and DNA methylation. These observations enabled accurate quantitative models of ER binding that suggest tethering of ER to one-third of cell-specific sites. The distinct properties of cell-specific binding were also observed with glucocorticoid receptor and for ER in primary mouse tissues, representing an elegant genomic encoding scheme for generating cell-type-specific gene regulation. [Copyright &y& Elsevier]
- Published
- 2013
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- View/download PDF
34. Direct GR Binding Sites Potentiate Clusters of TF Binding across the Human Genome.
- Author
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Vockley, Christopher M., D’Ippolito, Anthony M., McDowell, Ian C., Majoros, William H., Safi, Alexias, Song, Lingyun, Crawford, Gregory E., and Reddy, Timothy E.
- Subjects
- *
BINDING sites , *HUMAN genome , *GLUCOCORTICOID receptors , *IMMUNOPRECIPITATION , *CHROMATIN - Abstract
Summary The glucocorticoid receptor (GR) binds the human genome at >10,000 sites but only regulates the expression of hundreds of genes. To determine the functional effect of each site, we measured the glucocorticoid (GC) responsive activity of nearly all GR binding sites (GBSs) captured using chromatin immunoprecipitation (ChIP) in A549 cells. 13% of GBSs assayed had GC-induced activity. The responsive sites were defined by direct GR binding via a GC response element (GRE) and exclusively increased reporter-gene expression. Meanwhile, most GBSs lacked GC-induced reporter activity. The non-responsive sites had epigenetic features of steady-state enhancers and clustered around direct GBSs. Together, our data support a model in which clusters of GBSs observed with ChIP-seq reflect interactions between direct and tethered GBSs over tens of kilobases. We further show that those interactions can synergistically modulate the activity of direct GBSs and may therefore play a major role in driving gene activation in response to GCs. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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- View/download PDF
35. Patterns of regulatory activity across diverse human cell types predict tissue identity, transcription factor binding, and long-range interactions.
- Author
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Sheffield, Nathan C., Thurman, Robert E., Lingyun Song, Safi, Alexias, Stamatoyannopoulos, John A., Lenhard, Boris, Crawford, Gregory E., and Furey, Terrence S.
- Subjects
- *
HUMAN cell culture , *TRANSCRIPTION factors , *GENE expression , *CHROMATIN , *GENOMES - Abstract
Regulatory elements recruit transcription factors that modulate gene expression distinctly across cell types, but the relationships among these remains elusive. To address this, we analyzed matched DNase-seq and gene expression data for 112 human samples representing 72 cell types. We first defined more than 1800 clusters of DNase I hypersensitive sites (DHSs) with similar tissue specificity of DNase-seq signal patterns. We then used these to uncover distinct associations between DHSs and promoters, CpG islands, conserved elements, and transcription factor motif enrichment. Motif analysis within clusters identified known and novel motifs in cell-type-specific and ubiquitous regulatory elements and supports a role for AP-1 regulating open chromatin. We developed a classifier that accurately predicts cell-type lineage based on only 43 DHSs and evaluated the tissue of origin for cancer cell types. A similar classifier identified three sex-specific loci on the X chromosome, including the XIST lincRNA locus. By correlating DNase I signal and gene expression, we predicted regulated genes for more than 500K DHSs. Finally, we introduce a web resource to enable researchers to use these results to explore these regulatory patterns and better understand how expression is modulated within and across human cell types [ABSTRACT FROM AUTHOR]
- Published
- 2013
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- View/download PDF
36. Profiling the quantitative occupancy of myriad transcription factors across conditions by modeling chromatin accessibility data.
- Author
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Luo K, Zhong J, Safi A, Hong LK, Tewari AK, Song L, Reddy TE, Ma L, Crawford GE, and Hartemink AJ
- Subjects
- Bayes Theorem, Binding Sites genetics, Genome, Human, Humans, Protein Binding, Chromatin genetics, Transcription Factors metabolism
- Abstract
Over a thousand different transcription factors (TFs) bind with varying occupancy across the human genome. Chromatin immunoprecipitation (ChIP) can assay occupancy genome-wide, but only one TF at a time, limiting our ability to comprehensively observe the TF occupancy landscape, let alone quantify how it changes across conditions. We developed TF occupancy profiler (TOP), a Bayesian hierarchical regression framework, to profile genome-wide quantitative occupancy of numerous TFs using data from a single chromatin accessibility experiment (DNase- or ATAC-seq). TOP is supervised, and its hierarchical structure allows it to predict the occupancy of any sequence-specific TF, even those never assayed with ChIP. We used TOP to profile the quantitative occupancy of hundreds of sequence-specific TFs at sites throughout the genome and examined how their occupancies changed in multiple contexts: in approximately 200 human cell types, through 12 h of exposure to different hormones, and across the genetic backgrounds of 70 individuals. TOP enables cost-effective exploration of quantitative changes in the landscape of TF binding., (© 2022 Luo et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2022
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37. Identification of enhancer regulatory elements that direct epicardial gene expression during zebrafish heart regeneration.
- Author
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Cao Y, Xia Y, Balowski JJ, Ou J, Song L, Safi A, Curtis T, Crawford GE, Poss KD, and Cao J
- Subjects
- Animals, Animals, Genetically Modified genetics, Animals, Genetically Modified metabolism, Chromatin metabolism, GTP-Binding Protein alpha Subunits, Gi-Go genetics, GTP-Binding Protein alpha Subunits, Gi-Go metabolism, Gene Expression Regulation, Larva growth & development, Larva metabolism, Nerve Tissue Proteins genetics, Nerve Tissue Proteins metabolism, Neural Cell Adhesion Molecules genetics, Neural Cell Adhesion Molecules metabolism, Pericardium cytology, Zebrafish growth & development, Zebrafish metabolism, Zebrafish Proteins genetics, Zebrafish Proteins metabolism, Enhancer Elements, Genetic genetics, Heart physiology, Pericardium metabolism, Regeneration physiology
- Abstract
The epicardium is a mesothelial tissue layer that envelops the heart. Cardiac injury activates dynamic gene expression programs in epicardial tissue, which in zebrafish enables subsequent regeneration through paracrine and vascularizing effects. To identify tissue regeneration enhancer elements (TREEs) that control injury-induced epicardial gene expression during heart regeneration, we profiled transcriptomes and chromatin accessibility in epicardial cells purified from regenerating zebrafish hearts. We identified hundreds of candidate TREEs, which are defined by increased chromatin accessibility of non-coding elements near genes with increased expression during regeneration. Several of these candidate TREEs were incorporated into stable transgenic lines, with five out of six elements directing injury-induced epicardial expression but not ontogenetic epicardial expression in larval hearts. Whereas two independent TREEs linked to the gene gnai3 showed similar functional features of gene regulation in transgenic lines, two independent ncam1a-linked TREEs directed distinct spatiotemporal domains of epicardial gene expression. Thus, multiple TREEs linked to a regeneration gene can possess either matching or complementary regulatory controls. Our study provides a new resource and principles for understanding the regulation of epicardial genetic programs during heart regeneration. This article has an associated 'The people behind the papers' interview., Competing Interests: Competing interests The authors declare no competing or financial interests., (© 2022. Published by The Company of Biologists Ltd.)
- Published
- 2022
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- View/download PDF
38. Targeted long-read sequencing identifies missing disease-causing variation.
- Author
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Miller DE, Sulovari A, Wang T, Loucks H, Hoekzema K, Munson KM, Lewis AP, Fuerte EPA, Paschal CR, Walsh T, Thies J, Bennett JT, Glass I, Dipple KM, Patterson K, Bonkowski ES, Nelson Z, Squire A, Sikes M, Beckman E, Bennett RL, Earl D, Lee W, Allikmets R, Perlman SJ, Chow P, Hing AV, Wenger TL, Adam MP, Sun A, Lam C, Chang I, Zou X, Austin SL, Huggins E, Safi A, Iyengar AK, Reddy TE, Majoros WH, Allen AS, Crawford GE, Kishnani PS, King MC, Cherry T, Chong JX, Bamshad MJ, Nickerson DA, Mefford HC, Doherty D, and Eichler EE
- Subjects
- DNA Copy Number Variations, Female, Genetic Testing, High-Throughput Nucleotide Sequencing, Humans, Karyotyping, Male, Sequence Analysis, DNA, Chromosome Aberrations, Cytogenetic Analysis methods, Genetic Diseases, Inborn diagnosis, Genetic Diseases, Inborn genetics, Genetic Predisposition to Disease, Genome, Human, Mutation
- Abstract
Despite widespread clinical genetic testing, many individuals with suspected genetic conditions lack a precise diagnosis, limiting their opportunity to take advantage of state-of-the-art treatments. In some cases, testing reveals difficult-to-evaluate structural differences, candidate variants that do not fully explain the phenotype, single pathogenic variants in recessive disorders, or no variants in genes of interest. Thus, there is a need for better tools to identify a precise genetic diagnosis in individuals when conventional testing approaches have been exhausted. We performed targeted long-read sequencing (T-LRS) using adaptive sampling on the Oxford Nanopore platform on 40 individuals, 10 of whom lacked a complete molecular diagnosis. We computationally targeted up to 151 Mbp of sequence per individual and searched for pathogenic substitutions, structural variants, and methylation differences using a single data source. We detected all genomic aberrations-including single-nucleotide variants, copy number changes, repeat expansions, and methylation differences-identified by prior clinical testing. In 8/8 individuals with complex structural rearrangements, T-LRS enabled more precise resolution of the mutation, leading to changes in clinical management in one case. In ten individuals with suspected Mendelian conditions lacking a precise genetic diagnosis, T-LRS identified pathogenic or likely pathogenic variants in six and variants of uncertain significance in two others. T-LRS accurately identifies pathogenic structural variants, resolves complex rearrangements, and identifies Mendelian variants not detected by other technologies. T-LRS represents an efficient and cost-effective strategy to evaluate high-priority genes and regions or complex clinical testing results., (Copyright © 2021 American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.)
- Published
- 2021
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39. Integrated chromatin and transcriptomic profiling of patient-derived colon cancer organoids identifies personalized drug targets to overcome oxaliplatin resistance.
- Author
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Tung KL, Chen KY, Negrete M, Chen T, Safi A, Aljamal AA, Song L, Crawford GE, Ding S, Hsu DS, and Shen X
- Abstract
Colorectal cancer is a leading cause of cancer deaths. Most colorectal cancer patients eventually develop chemoresistance to the current standard-of-care therapies. Here, we used patient-derived colorectal cancer organoids to demonstrate that resistant tumor cells undergo significant chromatin changes in response to oxaliplatin treatment. Integrated transcriptomic and chromatin accessibility analyses using ATAC-Seq and RNA-Seq identified a group of genes associated with significantly increased chromatin accessibility and upregulated gene expression. CRISPR/Cas9 silencing of fibroblast growth factor receptor 1 (FGFR1) and oxytocin receptor (OXTR) helped overcome oxaliplatin resistance. Similarly, treatment with oxaliplatin in combination with an FGFR1 inhibitor (PD166866) or an antagonist of OXTR (L-368,899) suppressed chemoresistant organoids. However, oxaliplatin treatment did not activate either FGFR1 or OXTR expression in another resistant organoid, suggesting that chromatin accessibility changes are patient-specific. The use of patient-derived cancer organoids in combination with transcriptomic and chromatin profiling may lead to precision treatments to overcome chemoresistance in colorectal cancer., Competing Interests: The authors declare no potential conflicts of interest., (© 2019 Chongqing Medical University. Production and hosting by Elsevier B.V.)
- Published
- 2019
- Full Text
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40. Human cardiac cis -regulatory elements, their cognate transcription factors, and regulatory DNA sequence variants.
- Author
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Lee D, Kapoor A, Safi A, Song L, Halushka MK, Crawford GE, and Chakravarti A
- Subjects
- Adult, Epigenomics, Gene Expression, Genetic Variation, High-Throughput Nucleotide Sequencing, Humans, Organ Specificity, Myocardium metabolism, Regulatory Elements, Transcriptional, Sequence Analysis, DNA methods, Transcription Factors genetics
- Abstract
Cis -regulatory elements (CRE), short DNA sequences through which transcription factors (TFs) exert regulatory control on gene expression, are postulated to be the major sites of causal sequence variation underlying the genetics of complex traits and diseases. We present integrative analyses, combining high-throughput genomic and epigenomic data with sequence-based computations, to identify the causal transcriptional components in a given tissue. We use data on adult human hearts to demonstrate that (1) sequence-based predictions detect numerous, active, tissue-specific CREs missed by experimental observations, (2) learned sequence features identify the cognate TFs, (3) CRE variants are specifically associated with cardiac gene expression, and (4) a significant fraction of the heritability of exemplar cardiac traits (QT interval, blood pressure, pulse rate) is attributable to these variants. This general systems approach can thus identify candidate causal variants and the components of gene regulatory networks (GRN) to enable understanding of the mechanisms of complex disorders on a tissue- or cell-type basis., (© 2018 Lee et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2018
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41. Glucocorticoid receptor recruits to enhancers and drives activation by motif-directed binding.
- Author
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McDowell IC, Barrera A, D'Ippolito AM, Vockley CM, Hong LK, Leichter SM, Bartelt LC, Majoros WH, Song L, Safi A, Koçak DD, Gersbach CA, Hartemink AJ, Crawford GE, Engelhardt BE, and Reddy TE
- Subjects
- Cell Line, Tumor, Epigenesis, Genetic, Humans, Protein Binding, Transcription Factors metabolism, Enhancer Elements, Genetic, Histone Code, Nucleotide Motifs, Receptors, Glucocorticoid metabolism, Transcriptional Activation
- Abstract
Glucocorticoids are potent steroid hormones that regulate immunity and metabolism by activating the transcription factor (TF) activity of glucocorticoid receptor (GR). Previous models have proposed that DNA binding motifs and sites of chromatin accessibility predetermine GR binding and activity. However, there are vast excesses of both features relative to the number of GR binding sites. Thus, these features alone are unlikely to account for the specificity of GR binding and activity. To identify genomic and epigenetic contributions to GR binding specificity and the downstream changes resultant from GR binding, we performed hundreds of genome-wide measurements of TF binding, epigenetic state, and gene expression across a 12-h time course of glucocorticoid exposure. We found that glucocorticoid treatment induces GR to bind to nearly all pre-established enhancers within minutes. However, GR binds to only a small fraction of the set of accessible sites that lack enhancer marks. Once GR is bound to enhancers, a combination of enhancer motif composition and interactions between enhancers then determines the strength and persistence of GR binding, which consequently correlates with dramatic shifts in enhancer activation. Over the course of several hours, highly coordinated changes in TF binding and histone modification occupancy occur specifically within enhancers, and these changes correlate with changes in the expression of nearby genes. Following GR binding, changes in the binding of other TFs precede changes in chromatin accessibility, suggesting that other TFs are also sensitive to genomic features beyond that of accessibility., (© 2018 McDowell et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2018
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42. Pre-established Chromatin Interactions Mediate the Genomic Response to Glucocorticoids.
- Author
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D'Ippolito AM, McDowell IC, Barrera A, Hong LK, Leichter SM, Bartelt LC, Vockley CM, Majoros WH, Safi A, Song L, Gersbach CA, Crawford GE, and Reddy TE
- Subjects
- Binding Sites, CCCTC-Binding Factor metabolism, Cell Cycle Proteins, Cell Line, Chromatin genetics, DNA-Binding Proteins, Genome, Human, Humans, Nuclear Proteins metabolism, Phosphoproteins metabolism, Protein Binding, Chromatin metabolism, Gene Expression Regulation, Glucocorticoids metabolism, Receptors, Glucocorticoid metabolism
- Abstract
The glucocorticoid receptor (GR) is a hormone-inducible transcription factor involved in metabolic and anti-inflammatory gene expression responses. To investigate what controls interactions between GR binding sites and their target genes, we used in situ Hi-C to generate high-resolution, genome-wide maps of chromatin interactions before and after glucocorticoid treatment. We found that GR binding to the genome typically does not cause new chromatin interactions to target genes but instead acts through chromatin interactions that already exist prior to hormone treatment. Both glucocorticoid-induced and glucocorticoid-repressed genes increased interactions with distal GR binding sites. In addition, while glucocorticoid-induced genes increased interactions with transcriptionally active chromosome compartments, glucocorticoid-repressed genes increased interactions with transcriptionally silent compartments. Lastly, while the architectural DNA-binding proteins CTCF and RAD21 were bound to most chromatin interactions, we found that glucocorticoid-responsive chromatin interactions were depleted for CTCF binding but enriched for RAD21. Together, these findings offer new insights into the mechanisms underlying GC-mediated gene activation and repression., (Copyright © 2018. Published by Elsevier Inc.)
- Published
- 2018
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43. Differential contribution of cis-regulatory elements to higher order chromatin structure and expression of the CFTR locus.
- Author
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Yang R, Kerschner JL, Gosalia N, Neems D, Gorsic LK, Safi A, Crawford GE, Kosak ST, Leir SH, and Harris A
- Subjects
- CCCTC-Binding Factor, Caco-2 Cells, Cell Cycle Proteins metabolism, Cell Line, Cells, Cultured, Chromosomal Proteins, Non-Histone metabolism, Cystic Fibrosis Transmembrane Conductance Regulator metabolism, Genetic Loci, Humans, Repressor Proteins metabolism, Cohesins, Chromatin chemistry, Cystic Fibrosis Transmembrane Conductance Regulator genetics, Enhancer Elements, Genetic, Gene Expression Regulation, Insulator Elements
- Abstract
Higher order chromatin structure establishes domains that organize the genome and coordinate gene expression. However, the molecular mechanisms controlling transcription of individual loci within a topological domain (TAD) are not fully understood. The cystic fibrosis transmembrane conductance regulator (CFTR) gene provides a paradigm for investigating these mechanisms.CFTR occupies a TAD bordered by CTCF/cohesin binding sites within which are cell-type-selective cis-regulatory elements for the locus. We showed previously that intronic and extragenic enhancers, when occupied by specific transcription factors, are recruited to the CFTR promoter by a looping mechanism to drive gene expression. Here we use a combination of CRISPR/Cas9 editing of cis-regulatory elements and siRNA-mediated depletion of architectural proteins to determine the relative contribution of structural elements and enhancers to the higher order structure and expression of the CFTR locus. We found the boundaries of the CFTRTAD are conserved among diverse cell types and are dependent on CTCF and cohesin complex. Removal of an upstream CTCF-binding insulator alters the interaction profile, but has little effect on CFTR expression. Within the TAD, intronic enhancers recruit cell-type selective transcription factors and deletion of a pivotal enhancer element dramatically decreases CFTR expression, but has minor effect on its 3D structure., (© The Author(s) 2015. Published by Oxford University Press on behalf of Nucleic Acids Research.)
- Published
- 2016
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44. Highly specific epigenome editing by CRISPR-Cas9 repressors for silencing of distal regulatory elements.
- Author
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Thakore PI, D'Ippolito AM, Song L, Safi A, Shivakumar NK, Kabadi AM, Reddy TE, Crawford GE, and Gersbach CA
- Subjects
- Enhancer Elements, Genetic, Gene Expression Regulation, Viral, Globins genetics, HEK293 Cells, Humans, K562 Cells, Lentivirus genetics, RNA, Guide, CRISPR-Cas Systems genetics, Repressor Proteins genetics, Viral Proteins genetics, CRISPR-Associated Proteins genetics, CRISPR-Cas Systems genetics, Clustered Regularly Interspaced Short Palindromic Repeats genetics, Epigenesis, Genetic, Epigenomics methods, Regulatory Elements, Transcriptional genetics
- Abstract
Epigenome editing with the CRISPR (clustered, regularly interspaced, short palindromic repeats)-Cas9 platform is a promising technology for modulating gene expression to direct cell phenotype and to dissect the causal epigenetic mechanisms of gene regulation. Fusions of nuclease-inactive dCas9 to the Krüppel-associated box (KRAB) repressor (dCas9-KRAB) can silence target gene expression, but the genome-wide specificity and the extent of heterochromatin formation catalyzed by dCas9-KRAB are not known. We targeted dCas9-KRAB to the HS2 enhancer, a distal regulatory element that orchestrates the expression of multiple globin genes, and observed highly specific induction of H3K9 trimethylation (H3K9me3) at the enhancer and decreased chromatin accessibility of both the enhancer and its promoter targets. Targeted epigenetic modification of HS2 silenced the expression of multiple globin genes, with minimal off-target changes in global gene expression. These results demonstrate that repression mediated by dCas9-KRAB is sufficiently specific to disrupt the activity of individual enhancers via local modification of the epigenome.
- Published
- 2015
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45. Genome-wide specificity of DNA binding, gene regulation, and chromatin remodeling by TALE- and CRISPR/Cas9-based transcriptional activators.
- Author
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Polstein LR, Perez-Pinera P, Kocak DD, Vockley CM, Bledsoe P, Song L, Safi A, Crawford GE, Reddy TE, and Gersbach CA
- Subjects
- Binding Sites, Chromatin Assembly and Disassembly, DNA chemistry, DNA-Binding Proteins chemistry, Gene Expression Regulation, Genetic Engineering methods, Genome, Human, HEK293 Cells, Humans, Sequence Analysis, DNA, Sequence Analysis, RNA, Transcription Factors chemistry, CRISPR-Cas Systems, Chromatin chemistry, DNA metabolism, DNA-Binding Proteins metabolism, Transcription Factors metabolism
- Abstract
Genome engineering technologies based on the CRISPR/Cas9 and TALE systems are enabling new approaches in science and biotechnology. However, the specificity of these tools in complex genomes and the role of chromatin structure in determining DNA binding are not well understood. We analyzed the genome-wide effects of TALE- and CRISPR-based transcriptional activators in human cells using ChIP-seq to assess DNA-binding specificity and RNA-seq to measure the specificity of perturbing the transcriptome. Additionally, DNase-seq was used to assess genome-wide chromatin remodeling that occurs as a result of their action. Our results show that these transcription factors are highly specific in both DNA binding and gene regulation and are able to open targeted regions of closed chromatin independent of gene activation. Collectively, these results underscore the potential for these technologies to make precise changes to gene expression for gene and cell therapies or fundamental studies of gene function., (© 2015 Polstein et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2015
- Full Text
- View/download PDF
46. Inhibition of Cdc25 phosphatases by indolyldihydroxyquinones.
- Author
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Sohn J, Kiburz B, Li Z, Deng L, Safi A, Pirrung MC, and Rudolph J
- Subjects
- Binding Sites, Cell Line, Enzyme Inhibitors chemistry, Enzyme Inhibitors pharmacology, Humans, Indoles chemistry, Indoles pharmacology, Isoenzymes antagonists & inhibitors, Models, Molecular, Quinones chemistry, Quinones pharmacology, Structure-Activity Relationship, Enzyme Inhibitors chemical synthesis, Indoles chemical synthesis, Quinones chemical synthesis, cdc25 Phosphatases antagonists & inhibitors
- Abstract
Overexpression of the Cdc25A and Cdc25B dual-specificity phosphatases correlates with a wide variety of cancers, making the Cdc25s attractive drug targets for anticancer therapies. However, the search for good lead molecules has been hampered by the reactivity of the active site thiolate anion and the flat solvent-exposed active site region. We describe here the indolyldihydroxyquinones, a new class of inhibitors of Cdc25 that bind reversibly to the active site with submicromolar potency. Structure-activity relationships in the 50 derivatives of the lead molecule 2,5-dihydroxy-3-(1H-indol-3-yl)[1,4]benzoquinone show interesting and consistent trends identifying features required for inhibition of all three isoforms of Cdc25. The compounds do not show time-dependent inhibition, indicating that they form neither covalent adducts with nor oxidize the active site thiol. Our best compounds, 2,5-dihydroxy-3-(7-farnesyl-1H-indol-3-yl)[1,4]benzoquinone and 2,5-dihydroxy-3-(4,6-dichloro-7-farnesyl-1H-indol-3-yl)[1,4]benzoquinone, are competitive with substrate for the active site and yield K(i)s of 640 and 470 nM, respectively. Binding of the indolylhydroxyquinones is diminished by three, but not by six other, specific mutations in the active site region. Additionally, the flexible C-terminal tail required for binding of protein substrate is also required for binding derivatives with hydrophobic modifications at the 7-position. The indolyldihydroxyquinones compete effectively with the protein substrate for Cdc25 in vitro and lead to rapid cell death in vivo. Thus, the indolyldihydroxyquinones will serve as useful lead molecules for drug discovery and further cell-based studies on the role of Cdc25s in cell cycle control.
- Published
- 2003
- Full Text
- View/download PDF
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