Recent studies indicate that even a homogeneous population of cells display heterogeneity in gene expression and response to environmental stimuli. Although promoter structure critically influences the cell-to-cell variation of gene expression in bacteria and lower eukaryotes, it remains unclear what controls the gene expression noise in mammals. Here we report that CTCF decreases cell-to-cell variation of expression by stabilizing enhancer-promoter interaction. We show that CTCF binding sites are interwoven with enhancers within topologically associated domains (TADs) and a positive correlation is found between CTCF binding and the activity of the associated enhancers. Deletion of CTCF sites compromises enhancer-promoter interactions. Using single-cell flow cytometry and single-molecule RNA-FISH assays, we demonstrate that knocking down of CTCF or deletion of a CTCF binding site results in increased cell-to-cell variation of gene expression, indicating that long-range promoter-enhancer interaction mediated by CTCF plays important roles in controlling the cell-to-cell variation of gene expression in mammalian cells.
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Aranda-Anzaldo A, 2003, MECH AGEING DEV, V124, P711, DOI 10.1016/S0047-6374(03)00089-7
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Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USA
Harvard Univ, Sch Med, Program Biol & Biomed Sci, Boston, MA 02115 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Cong, Le
;
Ran, F. Ann
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Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USA
Harvard Univ, Dept Mol & Cellular Biol, Cambridge, MA 02138 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Ran, F. Ann
;
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Cox, David
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Lin, Shuailiang
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Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USA
Tsinghua Univ, Sch Life Sci, Beijing 100084, Peoples R ChinaBroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Lin, Shuailiang
;
Barretto, Robert
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Columbia Univ, Coll Phys & Surg, Dept Biochem & Mol Biophys, New York, NY 10032 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Barretto, Robert
;
Habib, Naomi
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Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Habib, Naomi
;
Hsu, Patrick D.
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Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USA
Harvard Univ, Dept Mol & Cellular Biol, Cambridge, MA 02138 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Hsu, Patrick D.
;
Wu, Xuebing
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MIT, Computat & Syst Biol Grad Program, Cambridge, MA 02139 USA
MIT, Koch Inst Integrat Canc Res, Cambridge, MA 02139 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Wu, Xuebing
;
Jiang, Wenyan
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Rockefeller Univ, Bacteriol Lab, New York, NY 10065 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Jiang, Wenyan
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Marraffini, Luciano A.
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Rockefeller Univ, Bacteriol Lab, New York, NY 10065 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Marraffini, Luciano A.
;
Zhang, Feng
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Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
机构:
Albert Einstein Coll Med, Dept Anat & Struct Biol, Bronx, NY 10461 USA
HHMI, Ashburn, VA 20147 USANIDDK, Lab Biol Modeling, NIH, Bethesda, MD 20892 USA
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Ludwig Inst Canc Res, La Jolla, CA 92093 USA
Univ Calif San Diego, Med Scientist Training Program, La Jolla, CA 92093 USA
Univ Calif San Diego, Biomed Sci Grad Program, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Dixon, Jesse R.
;
Selvaraj, Siddarth
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Ludwig Inst Canc Res, La Jolla, CA 92093 USA
Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Selvaraj, Siddarth
;
Yue, Feng
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Ludwig Inst Canc Res, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Yue, Feng
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Kim, Audrey
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Ludwig Inst Canc Res, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Kim, Audrey
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Li, Yan
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Ludwig Inst Canc Res, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Li, Yan
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Shen, Yin
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Ludwig Inst Canc Res, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Shen, Yin
;
Hu, Ming
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Harvard Univ, Dept Stat, Cambridge, MA 02138 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Hu, Ming
;
Liu, Jun S.
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Harvard Univ, Dept Stat, Cambridge, MA 02138 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Liu, Jun S.
;
Ren, Bing
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Ludwig Inst Canc Res, La Jolla, CA 92093 USA
Univ Calif San Diego, Sch Med, UCSD Moores Canc Ctr, Inst Genom Med,Dept Cellular & Mol Med, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
机构:
Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USA
Harvard Univ, Sch Med, Program Biol & Biomed Sci, Boston, MA 02115 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Cong, Le
;
Ran, F. Ann
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Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USA
Harvard Univ, Dept Mol & Cellular Biol, Cambridge, MA 02138 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Ran, F. Ann
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Cox, David
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Lin, Shuailiang
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Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USA
Tsinghua Univ, Sch Life Sci, Beijing 100084, Peoples R ChinaBroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Lin, Shuailiang
;
Barretto, Robert
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Columbia Univ, Coll Phys & Surg, Dept Biochem & Mol Biophys, New York, NY 10032 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Barretto, Robert
;
Habib, Naomi
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机构:
Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Habib, Naomi
;
Hsu, Patrick D.
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h-index: 0
机构:
Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USA
Harvard Univ, Dept Mol & Cellular Biol, Cambridge, MA 02138 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Hsu, Patrick D.
;
Wu, Xuebing
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机构:
MIT, Computat & Syst Biol Grad Program, Cambridge, MA 02139 USA
MIT, Koch Inst Integrat Canc Res, Cambridge, MA 02139 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Wu, Xuebing
;
Jiang, Wenyan
论文数: 0引用数: 0
h-index: 0
机构:
Rockefeller Univ, Bacteriol Lab, New York, NY 10065 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Jiang, Wenyan
;
Marraffini, Luciano A.
论文数: 0引用数: 0
h-index: 0
机构:
Rockefeller Univ, Bacteriol Lab, New York, NY 10065 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
Marraffini, Luciano A.
;
Zhang, Feng
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h-index: 0
机构:
Broad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
MIT, Dept Biol Engn, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02139 USABroad Inst MIT & Harvard, Cambridge Ctr 7, Cambridge, MA 02142 USA
机构:
Albert Einstein Coll Med, Dept Anat & Struct Biol, Bronx, NY 10461 USA
HHMI, Ashburn, VA 20147 USANIDDK, Lab Biol Modeling, NIH, Bethesda, MD 20892 USA
机构:
Ludwig Inst Canc Res, La Jolla, CA 92093 USA
Univ Calif San Diego, Med Scientist Training Program, La Jolla, CA 92093 USA
Univ Calif San Diego, Biomed Sci Grad Program, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Dixon, Jesse R.
;
Selvaraj, Siddarth
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h-index: 0
机构:
Ludwig Inst Canc Res, La Jolla, CA 92093 USA
Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Selvaraj, Siddarth
;
Yue, Feng
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h-index: 0
机构:
Ludwig Inst Canc Res, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Yue, Feng
;
Kim, Audrey
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Ludwig Inst Canc Res, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Kim, Audrey
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Li, Yan
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Ludwig Inst Canc Res, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Li, Yan
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Shen, Yin
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Ludwig Inst Canc Res, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Shen, Yin
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Hu, Ming
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Harvard Univ, Dept Stat, Cambridge, MA 02138 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Hu, Ming
;
Liu, Jun S.
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h-index: 0
机构:
Harvard Univ, Dept Stat, Cambridge, MA 02138 USALudwig Inst Canc Res, La Jolla, CA 92093 USA
Liu, Jun S.
;
Ren, Bing
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h-index: 0
机构:
Ludwig Inst Canc Res, La Jolla, CA 92093 USA
Univ Calif San Diego, Sch Med, UCSD Moores Canc Ctr, Inst Genom Med,Dept Cellular & Mol Med, La Jolla, CA 92093 USALudwig Inst Canc Res, La Jolla, CA 92093 USA