 Jimmie Ye, PhD
 Biography | University of California Berkeley | BS | 2002 | Electrical Engineering and Computer Sciences | | University of California Berkeley | BS | 2002 | Bioengineering | | University of California San Diego | PhD | 2009 | Bioinformatics and Systems Biology | | Broad Institute | Postdoc | 2014 | Cell Circuits Program |
Overview The Ye lab is interested in how the interaction between genetics and environment affect human variation at the level of molecular phenotypes. To study these interactions, the lab couples high-throughput sequencing approaches that measure cellular response under environmental challenges with population genetics where such measurements are collected and analyzed across large patient cohorts. The lab develops novel experimental approaches that enable the large-scale collection of functional genomic data en masse and computational approaches that translate the data into novel biological insights. This approach is used to initially study primary human immune cells in both healthy and diseased patients to understand host pathogen interactions and its role in autoimmunity.
Research ORNG Applications Bibliographic
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DeTomaso D, Jones MG, Subramaniam M, Ashuach T, Ye CJ, Yosef N. Functional interpretation of single cell similarity maps. Nat Commun. 2019 09 26; 10(1):4376. PMID: 31558714.
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Hernandez RD, Uricchio LH, Hartman K, Ye C, Dahl A, Zaitlen N. Ultrarare variants drive substantial cis heritability of human gene expression. Nat Genet. 2019 09; 51(9):1349-1355. PMID: 31477931.
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Raju S, Ye CJ. How mutations express themselves in blood-cell production. Nature. 2019 07; 571(7765):329-330. PMID: 31308526.
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Garske KM, Pan DZ, Miao Z, Bhagat YV, Comenho C, Robles CR, Benhammou JN, Alvarez M, Ko A, Ye CJ, Pisegna JR, Mohlke KL, Sinsheimer JS, Laakso M, Pajukanta P. Reverse gene-environment interaction approach to identify variants influencing body-mass index in humans. Nat Metab. 2019 Jun; 1(6):630-642. PMID: 31538139.
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Binnewies M, Mujal AM, Pollack JL, Combes AJ, Hardison EA, Barry KC, Tsui J, Ruhland MK, Kersten K, Abushawish MA, Spasic M, Giurintano JP, Chan V, Daud AI, Ha P, Ye CJ, Roberts EW, Krummel MF. Unleashing Type-2 Dendritic Cells to Drive Protective Antitumor CD4+ T Cell Immunity. Cell. 2019 04 18; 177(3):556-571.e16. PMID: 30955881.
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Lun ATL, Riesenfeld S, Andrews T, Dao TP, Gomes T, Marioni JC. EmptyDrops: distinguishing cells from empty droplets in droplet-based single-cell RNA sequencing data. Genome Biol. 2019 03 22; 20(1):63. PMID: 30902100.
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Ye CJ, Chen J, Villani AC, Gate RE, Subramaniam M, Bhangale T, Lee MN, Raj T, Raychowdhury R, Li W, Rogel N, Simmons S, Imboywa SH, Chipendo PI, McCabe C, Lee MH, Frohlich IY, Stranger BE, De Jager PL, Regev A, Behrens T, Hacohen N. Genetic analysis of isoform usage in the human anti-viral response reveals influenza-specific regulation of ERAP2 transcripts under balancing selection. Genome Res. 2018 12; 28(12):1812-1825. PMID: 30446528.
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Byrnes LE, Wong DM, Subramaniam M, Meyer NP, Gilchrist CL, Knox SM, Tward AD, Ye CJ, Sneddon JB. Lineage dynamics of murine pancreatic development at single-cell resolution. Nat Commun. 2018 09 25; 9(1):3922. PMID: 30254276.
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Gate RE, Cheng CS, Aiden AP, Siba A, Tabaka M, Lituiev D, Machol I, Gordon MG, Subramaniam M, Shamim M, Hougen KL, Wortman I, Huang SC, Durand NC, Feng T, De Jager PL, Chang HY, Aiden EL, Benoist C, Beer MA, Ye CJ, Regev A. Genetic determinants of co-accessible chromatin regions in activated T cells across humans. Nat Genet. 2018 08; 50(8):1140-1150. PMID: 29988122.
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Simeonov DR, Gowen BG, Boontanrart M, Roth TL, Gagnon JD, Mumbach MR, Satpathy AT, Lee Y, Bray NL, Chan AY, Lituiev DS, Nguyen ML, Gate RE, Subramaniam M, Li Z, Woo JM, Mitros T, Ray GJ, Curie GL, Naddaf N, Chu JS, Ma H, Boyer E, Van Gool F, Huang H, Liu R, Tobin VR, Schumann K, Daly MJ, Farh KK, Ansel KM, Ye CJ, Greenleaf WJ, Anderson MS, Bluestone JA, Chang HY, Corn JE, Marson A. Author Correction: Discovery of stimulation-responsive immune enhancers with CRISPR activation. Nature. 2018 07; 559(7715):E13. PMID: 29899441.
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Rodda LB, Lu E, Bennett ML, Sokol CL, Wang X, Luther SA, Barres BA, Luster AD, Ye CJ, Cyster JG. Single-Cell RNA Sequencing of Lymph Node Stromal Cells Reveals Niche-Associated Heterogeneity. Immunity. 2018 05 15; 48(5):1014-1028.e6. PMID: 29752062.
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Principles of Systems Biology, No. 27. Cell Syst. 2018 03 28; 6(3):260-262. PMID: 29596778.
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Kang HM, Subramaniam M, Targ S, Nguyen M, Maliskova L, McCarthy E, Wan E, Wong S, Byrnes L, Lanata CM, Gate RE, Mostafavi S, Marson A, Zaitlen N, Criswell LA, Ye CJ. Multiplexed droplet single-cell RNA-sequencing using natural genetic variation. Nat Biotechnol. 2018 01; 36(1):89-94. PMID: 29227470.
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Park DS, Eskin I, Kang EY, Gamazon ER, Eng C, Gignoux CR, Galanter JM, Burchard E, Ye CJ, Aschard H, Eskin E, Halperin E, Zaitlen N. An ancestry-based approach for detecting interactions. Genet Epidemiol. 2018 02; 42(1):49-63. PMID: 29114909.
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Wilentzik R, Ye CJ, Gat-Viks I. Reconstructing the Molecular Function of Genetic Variation in Regulatory Networks. Genetics. 2017 12; 207(4):1699-1709. PMID: 29046401.
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Aschard H, Guillemot V, Vilhjalmsson B, Patel CJ, Skurnik D, Ye CJ, Wolpin B, Kraft P, Zaitlen N. Covariate selection for association screening in multiphenotype genetic studies. Nat Genet. 2017 Dec; 49(12):1789-1795. PMID: 29038595.
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Simeonov DR, Gowen BG, Boontanrart M, Roth TL, Gagnon JD, Mumbach MR, Satpathy AT, Lee Y, Bray NL, Chan AY, Lituiev DS, Nguyen ML, Gate RE, Subramaniam M, Li Z, Woo JM, Mitros T, Ray GJ, Curie GL, Naddaf N, Chu JS, Ma H, Boyer E, Van Gool F, Huang H, Liu R, Tobin VR, Schumann K, Daly MJ, Farh KK, Ansel KM, Ye CJ, Greenleaf WJ, Anderson MS, Bluestone JA, Chang HY, Corn JE, Marson A. Discovery of stimulation-responsive immune enhancers with CRISPR activation. Nature. 2017 09 07; 549(7670):111-115. PMID: 28854172.
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Rupp LJ, Schumann K, Roybal KT, Gate RE, Ye CJ, Lim WA, Marson A. CRISPR/Cas9-mediated PD-1 disruption enhances anti-tumor efficacy of human chimeric antigen receptor T cells. Sci Rep. 2017 04 07; 7(1):737. PMID: 28389661.
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Van Dyken SJ, Nussbaum JC, Lee J, Molofsky AB, Liang HE, Pollack JL, Gate RE, Haliburton GE, Ye CJ, Marson A, Erle DJ, Locksley RM. A tissue checkpoint regulates type 2 immunity. Nat Immunol. 2016 Dec; 17(12):1381-1387. PMID: 27749840.
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Brown BC, Ye CJ, Price AL, Zaitlen N. Transethnic Genetic-Correlation Estimates from Summary Statistics. Am J Hum Genet. 2016 07 07; 99(1):76-88. PMID: 27321947.
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Uricchio LH, Zaitlen NA, Ye CJ, Witte JS, Hernandez RD. Selection and explosive growth alter genetic architecture and hamper the detection of causal rare variants. Genome Res. 2016 07; 26(7):863-73. PMID: 27197206.
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Mostafavi S, Yoshida H, Moodley D, LeBoité H, Rothamel K, Raj T, Ye CJ, Chevrier N, Zhang SY, Feng T, Lee M, Casanova JL, Clark JD, Hegen M, Telliez JB, Hacohen N, De Jager PL, Regev A, Mathis D, Benoist C. Parsing the Interferon Transcriptional Network and Its Disease Associations. Cell. 2016 Jan 28; 164(3):564-78. PMID: 26824662.
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Schumann K, Lin S, Boyer E, Simeonov DR, Subramaniam M, Gate RE, Haliburton GE, Ye CJ, Bluestone JA, Doudna JA, Marson A. Generation of knock-in primary human T cells using Cas9 ribonucleoproteins. Proc Natl Acad Sci U S A. 2015 Aug 18; 112(33):10437-42. PMID: 26216948.
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Parnas O, Jovanovic M, Eisenhaure TM, Herbst RH, Dixit A, Ye CJ, Przybylski D, Platt RJ, Tirosh I, Sanjana NE, Shalem O, Satija R, Raychowdhury R, Mertins P, Carr SA, Zhang F, Hacohen N, Regev A. A Genome-wide CRISPR Screen in Primary Immune Cells to Dissect Regulatory Networks. Cell. 2015 Jul 30; 162(3):675-86. PMID: 26189680.
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Ye CJ, Feng T, Kwon HK, Raj T, Wilson MT, Asinovski N, McCabe C, Lee MH, Frohlich I, Paik HI, Zaitlen N, Hacohen N, Stranger B, De Jager P, Mathis D, Regev A, Benoist C. Intersection of population variation and autoimmunity genetics in human T cell activation. Science. 2014 Sep 12; 345(6202):1254665. PMID: 25214635.
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Raj T, Rothamel K, Mostafavi S, Ye C, Lee MN, Replogle JM, Feng T, Lee M, Asinovski N, Frohlich I, Imboywa S, Von Korff A, Okada Y, Patsopoulos NA, Davis S, McCabe C, Paik HI, Srivastava GP, Raychaudhuri S, Hafler DA, Koller D, Regev A, Hacohen N, Mathis D, Benoist C, Stranger BE, De Jager PL. Polarization of the effects of autoimmune and neurodegenerative risk alleles in leukocytes. Science. 2014 May 02; 344(6183):519-23. PMID: 24786080.
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Joo JW, Sul JH, Han B, Ye C, Eskin E. Effectively identifying regulatory hotspots while capturing expression heterogeneity in gene expression studies. Genome Biol. 2014 Apr 07; 15(4):r61. PMID: 24708878.
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Lee MN, Ye C, Villani AC, Raj T, Li W, Eisenhaure TM, Imboywa SH, Chipendo PI, Ran FA, Slowikowski K, Ward LD, Raddassi K, McCabe C, Lee MH, Frohlich IY, Hafler DA, Kellis M, Raychaudhuri S, Zhang F, Stranger BE, Benoist CO, De Jager PL, Regev A, Hacohen N. Common genetic variants modulate pathogen-sensing responses in human dendritic cells. Science. 2014 Mar 07; 343(6175):1246980. PMID: 24604203.
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Sul JH, Han B, Ye C, Choi T, Eskin E. Effectively identifying eQTLs from multiple tissues by combining mixed model and meta-analytic approaches. PLoS Genet. 2013 Jun; 9(6):e1003491. PMID: 23785294.
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Kirby A, Gnirke A, Jaffe DB, Barešová V, Pochet N, Blumenstiel B, Ye C, Aird D, Stevens C, Robinson JT, Cabili MN, Gat-Viks I, Kelliher E, Daza R, DeFelice M, Hulková H, Sovová J, Vylet'al P, Antignac C, Guttman M, Handsaker RE, Perrin D, Steelman S, Sigurdsson S, Scheinman SJ, Sougnez C, Cibulskis K, Parkin M, Green T, Rossin E, Zody MC, Xavier RJ, Pollak MR, Alper SL, Lindblad-Toh K, Gabriel S, Hart PS, Regev A, Nusbaum C, Kmoch S, Bleyer AJ, Lander ES, Daly MJ. Mutations causing medullary cystic kidney disease type 1 lie in a large VNTR in MUC1 missed by massively parallel sequencing. Nat Genet. 2013 Mar; 45(3):299-303. PMID: 23396133.
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Friese RS, Ye C, Nievergelt CM, Schork AJ, Mahapatra NR, Rao F, Napolitan PS, Waalen J, Ehret GB, Munroe PB, Schmid-Schönbein GW, Eskin E, O'Connor DT. Integrated computational and experimental analysis of the neuroendocrine transcriptome in genetic hypertension identifies novel control points for the cardiometabolic syndrome. Circ Cardiovasc Genet. 2012 Aug 01; 5(4):430-40. PMID: 22670052.
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Furlotte NA, Kang HM, Ye C, Eskin E. Mixed-model coexpression: calculating gene coexpression while accounting for expression heterogeneity. Bioinformatics. 2011 Jul 01; 27(13):i288-94. PMID: 21685083.
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Kang EY, Ye C, Shpitser I, Eskin E. Detecting the presence and absence of causal relationships between expression of yeast genes with very few samples. J Comput Biol. 2010 Mar; 17(3):533-46. PMID: 20377462.
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Ye C, Galbraith SJ, Liao JC, Eskin E. Using network component analysis to dissect regulatory networks mediated by transcription factors in yeast. PLoS Comput Biol. 2009 Mar; 5(3):e1000311. PMID: 19300475.
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Kang HM, Ye C, Eskin E. Accurate discovery of expression quantitative trait loci under confounding from spurious and genuine regulatory hotspots. Genetics. 2008 Dec; 180(4):1909-25. PMID: 18791227.
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Ye C, Eskin E. Discovering tightly regulated and differentially expressed gene sets in whole genome expression data. Bioinformatics. 2007 Jan 15; 23(2):e84-90. PMID: 17237110.
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Bashir A, Ye C, Price AL, Bafna V. Orthologous repeats and mammalian phylogenetic inference. Genome Res. 2005 Jul; 15(7):998-1006. PMID: 15998912.
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Tompa M, Li N, Bailey TL, Church GM, De Moor B, Eskin E, Favorov AV, Frith MC, Fu Y, Kent WJ, Makeev VJ, Mironov AA, Noble WS, Pavesi G, Pesole G, Régnier M, Simonis N, Sinha S, Thijs G, van Helden J, Vandenbogaert M, Weng Z, Workman C, Ye C, Zhu Z. Assessing computational tools for the discovery of transcription factor binding sites. Nat Biotechnol. 2005 Jan; 23(1):137-44. PMID: 15637633.
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