A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells
被引:39
作者:
Maricque, Brett B.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63108 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Maricque, Brett B.
[1
,2
]
Dougherty, Joseph D.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63108 USA
Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63108 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Dougherty, Joseph D.
[2
,3
]
Cohen, Barak A.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63108 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Cohen, Barak A.
[1
,2
]
机构:
[1] Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
[2] Washington Univ, Sch Med, Dept Genet, St Louis, MO 63108 USA
[3] Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63108 USA
Recent large-scale genomics efforts to characterize the cis-regulatory sequences that orchestrate genome-wide expression patterns have produced impressive catalogues of putative regulatory elements. Most of these sequences have not been functionally tested, and our limited understanding of the non-coding genome prevents us from predicting which sequences arebona fide cis-regulatory elements. Recently, massively parallel reporter assays (MPRAs) have been deployed to measure the activity of putative cis-regulatory sequences in several biological contexts, each with specific advantages and distinct limitations. We developed LV-MPRA, a novel lentiviral-based, massively parallel reporter gene assay, to study the function of genome-integrated regulatory elements in any mammalian cell type; thus, making it possible to apply MPRAs in more biologically relevant contexts. We measured the activity of 2,600 sequences in U87 glioblastoma cells and human neural progenitor cells (hNPCs) and explored how regulatory activity is encoded in DNA sequence. We demonstrate that LV-MPRA can be applied to estimate the effects of local DNA sequence and regional chromatin on regulatory activity. Our data reveal that primary DNA sequence features, such as GC content and dinucleotide composition, accurately distinguish sequences with high activity from sequences with low activity in a full chromosomal context, and may also function in combination with different transcription factor binding sites to determine cell type specificity. We conclude that LV-MPRA will be an important tool for identifying cis-regulatory elements and stimulating new understanding about how the non-coding genome encodes information.
机构:
MIT, Computat & Syst Biol, 77 Massachusetts Ave, Cambridge, MA 02139 USA
MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USAMIT, Computat & Syst Biol, 77 Massachusetts Ave, Cambridge, MA 02139 USA
Hammelman, Jennifer
Krismer, Konstantin
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA
MIT, Dept Biol Engn, 77 Massachusetts Ave, Cambridge, MA 02139 USAMIT, Computat & Syst Biol, 77 Massachusetts Ave, Cambridge, MA 02139 USA
Krismer, Konstantin
Banerjee, Budhaditya
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Genet, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USAMIT, Computat & Syst Biol, 77 Massachusetts Ave, Cambridge, MA 02139 USA
Banerjee, Budhaditya
Gifford, David K.
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Comp Sci & Artificial Intelligence Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA
MIT, Dept Biol Engn, 77 Massachusetts Ave, Cambridge, MA 02139 USA
MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USAMIT, Computat & Syst Biol, 77 Massachusetts Ave, Cambridge, MA 02139 USA
Gifford, David K.
Sherwood, Richard I.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Genet, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USA
Hubrecht Inst, NL-3584 CT Utrecht, NetherlandsMIT, Computat & Syst Biol, 77 Massachusetts Ave, Cambridge, MA 02139 USA
机构:
Washington Univ, Sch Med, Edison Family Ctr Genome Sci & Syst Biol, St Louis, MO USA
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA
Columbia Univ, Howard Hughes Med Inst, Dept Biol Sci, New York, NY 10032 USAWashington Univ, Sch Med, Edison Family Ctr Genome Sci & Syst Biol, St Louis, MO USA
Maricque, Brett B.
Chaudhari, Hemangi G.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Edison Family Ctr Genome Sci & Syst Biol, St Louis, MO USA
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USAWashington Univ, Sch Med, Edison Family Ctr Genome Sci & Syst Biol, St Louis, MO USA
Chaudhari, Hemangi G.
Cohen, Barak A.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Edison Family Ctr Genome Sci & Syst Biol, St Louis, MO USA
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USAWashington Univ, Sch Med, Edison Family Ctr Genome Sci & Syst Biol, St Louis, MO USA
机构:
West China Second Univ Hosp, Sichuan Univ, Dept Pediat, Key Lab Birth Defects & Related Dis Women & Childr, Chengdu 610041, Peoples R ChinaWest China Second Univ Hosp, Sichuan Univ, Dept Pediat, Key Lab Birth Defects & Related Dis Women & Childr, Chengdu 610041, Peoples R China
Zheng, Yanjiang
VanDusen, Nathan J.
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ Sch Med, Herman Wells Ctr Pediat Res B, Dept Pediat, Indianapolis, IN 46202 USAWest China Second Univ Hosp, Sichuan Univ, Dept Pediat, Key Lab Birth Defects & Related Dis Women & Childr, Chengdu 610041, Peoples R China
机构:
Washington Univ, Sch Med, Dept Ophthalmol & Visual Sci, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Ophthalmol & Visual Sci, St Louis, MO 63110 USA
Oh, Inez Y.
Chen, Shiming
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Ophthalmol & Visual Sci, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Dev Biol, St Louis, MO USAWashington Univ, Sch Med, Dept Ophthalmol & Visual Sci, St Louis, MO 63110 USA
机构:
Univ Tokyo, Grad Sch Frontier Sci, Dept Computat Biol & Med Sci, Chiba, JapanUniv Tokyo, Grad Sch Frontier Sci, Dept Computat Biol & Med Sci, Chiba, Japan
Liu, Ying
Irie, Takuma
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tokyo, Grad Sch Frontier Sci, Dept Computat Biol & Med Sci, Chiba, JapanUniv Tokyo, Grad Sch Frontier Sci, Dept Computat Biol & Med Sci, Chiba, Japan
Irie, Takuma
Yada, Tetsushi
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Inst Technol, Dept Biosci & Bioinformat, Fukuoka, JapanUniv Tokyo, Grad Sch Frontier Sci, Dept Computat Biol & Med Sci, Chiba, Japan
Yada, Tetsushi
Suzuki, Yutaka
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tokyo, Grad Sch Frontier Sci, Dept Computat Biol & Med Sci, Chiba, JapanUniv Tokyo, Grad Sch Frontier Sci, Dept Computat Biol & Med Sci, Chiba, Japan