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H3K4me3 Breadth Is Linked to Cell Identity and Transcriptional Consistency
Benayoun, Bérénice A., Pollina, Elizabeth A., Ucar, Duygu, Mahmoudi, Salah, Karra, Kalpana, Wong, Edith D., Devarajan, Keerthana, Daugherty, Aaron C., Kundaje, Anshul B., Mancini, Elena, Hitz, Benjamin C., Gupta, Rakhi, Rando, Thomas A., Baker, Julie C., Snyder, Michael P., Cherry, J. Michael, Brunet, Anne
Published in Cell (31.07.2014)
Published in Cell (31.07.2014)
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The Kipoi repository accelerates community exchange and reuse of predictive models for genomics
Avsec, Žiga, Kreuzhuber, Roman, Israeli, Johnny, Xu, Nancy, Cheng, Jun, Shrikumar, Avanti, Banerjee, Abhimanyu, Kim, Daniel S., Beier, Thorsten, Urban, Lara, Kundaje, Anshul, Stegle, Oliver, Gagneur, Julien
Published in Nature biotechnology (01.06.2019)
Published in Nature biotechnology (01.06.2019)
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Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution
Trevino, Alexandro E., Müller, Fabian, Andersen, Jimena, Sundaram, Laksshman, Kathiria, Arwa, Shcherbina, Anna, Farh, Kyle, Chang, Howard Y., Pașca, Anca M., Kundaje, Anshul, Pașca, Sergiu P., Greenleaf, William J.
Published in Cell (16.09.2021)
Published in Cell (16.09.2021)
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An improved ATAC-seq protocol reduces background and enables interrogation of frozen tissues
Corces, M Ryan, Trevino, Alexandro E, Hamilton, Emily G, Greenside, Peyton G, Sinnott-Armstrong, Nicholas A, Vesuna, Sam, Satpathy, Ansuman T, Rubin, Adam J, Montine, Kathleen S, Wu, Beijing, Kathiria, Arwa, Cho, Seung Woo, Mumbach, Maxwell R, Carter, Ava C, Kasowski, Maya, Orloff, Lisa A, Risca, Viviana I, Kundaje, Anshul, Khavari, Paul A, Montine, Thomas J, Greenleaf, William J, Chang, Howard Y
Published in Nature methods (01.10.2017)
Published in Nature methods (01.10.2017)
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Lineage-specific and single-cell chromatin accessibility charts human hematopoiesis and leukemia evolution
Corces, M Ryan, Buenrostro, Jason D, Wu, Beijing, Greenside, Peyton G, Chan, Steven M, Koenig, Julie L, Snyder, Michael P, Pritchard, Jonathan K, Kundaje, Anshul, Greenleaf, William J, Majeti, Ravindra, Chang, Howard Y
Published in Nature genetics (01.10.2016)
Published in Nature genetics (01.10.2016)
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Short tandem repeats bind transcription factors to tune eukaryotic gene expression
Horton, Connor A., Alexandari, Amr M., Hayes, Michael G. B., Marklund, Emil, Schaepe, Julia M., Aditham, Arjun K., Shah, Nilay, Suzuki, Peter H., Shrikumar, Avanti, Afek, Ariel, Greenleaf, William J., Gordân, Raluca, Zeitlinger, Julia, Kundaje, Anshul, Fordyce, Polly M.
Published in Science (American Association for the Advancement of Science) (22.09.2023)
Published in Science (American Association for the Advancement of Science) (22.09.2023)
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Deciphering the impact of genetic variation on human polyadenylation using APARENT2
Linder, Johannes, Koplik, Samantha E., Kundaje, Anshul, Seelig, Georg
Published in Genome Biology (05.11.2022)
Published in Genome Biology (05.11.2022)
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Matrix stiffness induces a tumorigenic phenotype in mammary epithelium through changes in chromatin accessibility
Stowers, Ryan S., Shcherbina, Anna, Israeli, Johnny, Gruber, Joshua J., Chang, Julie, Nam, Sungmin, Rabiee, Atefeh, Teruel, Mary N., Snyder, Michael P., Kundaje, Anshul, Chaudhuri, Ovijit
Published in Nature biomedical engineering (01.12.2019)
Published in Nature biomedical engineering (01.12.2019)
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MTSplice predicts effects of genetic variants on tissue-specific splicing
Cheng, Jun, Çelik, Muhammed Hasan, Kundaje, Anshul, Gagneur, Julien
Published in Genome Biology (31.03.2021)
Published in Genome Biology (31.03.2021)
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Opportunities and obstacles for deep learning in biology and medicine
Ching, Travers, Himmelstein, Daniel S., Beaulieu-Jones, Brett K., Kalinin, Alexandr A., Do, Brian T., Way, Gregory P., Ferrero, Enrico, Agapow, Paul-Michael, Zietz, Michael, Hoffman, Michael M., Xie, Wei, Rosen, Gail L., Lengerich, Benjamin J., Israeli, Johnny, Lanchantin, Jack, Woloszynek, Stephen, Carpenter, Anne E., Shrikumar, Avanti, Xu, Jinbo, Cofer, Evan M., Lavender, Christopher A., Turaga, Srinivas C., Alexandari, Amr M., Lu, Zhiyong, Harris, David J., DeCaprio, Dave, Qi, Yanjun, Kundaje, Anshul, Peng, Yifan, Wiley, Laura K., Segler, Marwin H. S., Boca, Simina M., Swamidass, S. Joshua, Huang, Austin, Gitter, Anthony, Greene, Casey S.
Published in Journal of the Royal Society interface (01.04.2018)
Published in Journal of the Royal Society interface (01.04.2018)
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Landscape of cohesin-mediated chromatin loops in the human genome
Grubert, Fabian, Srivas, Rohith, Spacek, Damek V, Kasowski, Maya, Ruiz-Velasco, Mariana, Sinnott-Armstrong, Nasa, Greenside, Peyton, Narasimha, Anil, Liu, Qing, Geller, Benjamin, Sanghi, Akshay, Kulik, Michael, Sa, Silin, Rabinovitch, Marlene, Kundaje, Anshul, Dalton, Stephen, Zaugg, Judith B., Snyder, Michael
Published in Nature (London) (30.07.2020)
Published in Nature (London) (30.07.2020)
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Genome-scale measurement of off-target activity using Cas9 toxicity in high-throughput screens
Morgens, David W., Wainberg, Michael, Boyle, Evan A., Ursu, Oana, Araya, Carlos L., Tsui, C. Kimberly, Haney, Michael S., Hess, Gaelen T., Han, Kyuho, Jeng, Edwin E., Li, Amy, Snyder, Michael P., Greenleaf, William J., Kundaje, Anshul, Bassik, Michael C.
Published in Nature communications (05.05.2017)
Published in Nature communications (05.05.2017)
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CRISPR screens in cancer spheroids identify 3D growth-specific vulnerabilities
Han, Kyuho, Pierce, Sarah E., Li, Amy, Spees, Kaitlyn, Anderson, Gray R., Seoane, Jose A., Lo, Yuan-Hung, Dubreuil, Michael, Olivas, Micah, Kamber, Roarke A., Wainberg, Michael, Kostyrko, Kaja, Kelly, Marcus R., Yousefi, Maryam, Simpkins, Scott W., Yao, David, Lee, Keonil, Kuo, Calvin J., Jackson, Peter K., Sweet-Cordero, Alejandro, Kundaje, Anshul, Gentles, Andrew J., Curtis, Christina, Winslow, Monte M., Bassik, Michael C.
Published in Nature (London) (01.04.2020)
Published in Nature (London) (01.04.2020)
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Enhancer connectome in primary human cells identifies target genes of disease-associated DNA elements
Mumbach, Maxwell R, Satpathy, Ansuman T, Boyle, Evan A, Dai, Chao, Gowen, Benjamin G, Cho, Seung Woo, Nguyen, Michelle L, Rubin, Adam J, Granja, Jeffrey M, Kazane, Katelynn R, Wei, Yuning, Nguyen, Trieu, Greenside, Peyton G, Corces, M Ryan, Tycko, Josh, Simeonov, Dimitre R, Suliman, Nabeela, Li, Rui, Xu, Jin, Flynn, Ryan A, Kundaje, Anshul, Khavari, Paul A, Marson, Alexander, Corn, Jacob E, Quertermous, Thomas, Greenleaf, William J, Chang, Howard Y
Published in Nature genetics (01.11.2017)
Published in Nature genetics (01.11.2017)
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Chromatin accessibility dynamics reveal novel functional enhancers in C. elegans
Daugherty, Aaron C., Yeo, Robin W., Buenrostro, Jason D., Greenleaf, William J., Kundaje, Anshul, Brunet, Anne
Published in Genome research (01.12.2017)
Published in Genome research (01.12.2017)
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Learning cis-regulatory principles of ADAR-based RNA editing from CRISPR-mediated mutagenesis
Liu, Xin, Sun, Tao, Shcherbina, Anna, Li, Qin, Jarmoskaite, Inga, Kappel, Kalli, Ramaswami, Gokul, Das, Rhiju, Kundaje, Anshul, Li, Jin Billy
Published in Nature communications (12.04.2021)
Published in Nature communications (12.04.2021)
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