Genetic Background Drives Transcriptional Variation in Human Induced Pluripotent Stem Cells

被引:219
作者
Rouhani, Foad [1 ]
Kumasaka, Natsuhiko [1 ]
de Brito, Miguel Cardoso [2 ]
Bradley, Allan [1 ]
Vallier, Ludovic [1 ,2 ]
Gaffney, Daniel [1 ]
机构
[1] Wellcome Trust Sanger Inst, Cambridge, England
[2] Univ Cambridge, Cambridge, England
来源
PLOS GENETICS | 2014年 / 10卷 / 06期
基金
英国工程与自然科学研究理事会; 英国惠康基金;
关键词
EPIGENETIC MEMORY; SOMATIC-CELLS; EXPRESSION; DIFFERENTIATION; ALIGNMENT;
D O I
10.1371/journal.pgen.1004432
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Human iPS cells have been generated using a diverse range of tissues from a variety of donors using different reprogramming vectors. However, these cell lines are heterogeneous, which presents a limitation for their use in disease modeling and personalized medicine. To explore the basis of this heterogeneity we generated 25 iPS cell lines under normalised conditions from the same set of somatic tissues across a number of donors. RNA-seq data sets from each cell line were compared to identify the majority contributors to transcriptional heterogeneity. We found that genetic differences between individual donors were the major cause of transcriptional variation between lines. In contrast, residual signatures from the somatic cell of origin, so called epigenetic memory, contributed relatively little to transcriptional variation. Thus, underlying genetic background variation is responsible for most heterogeneity between human iPS cell lines. We conclude that epigenetic effects in hIPSCs are minimal, and that hIPSCs are a stable, robust and powerful platform for large-scale studies of the function of genetic differences between individuals. Our data also suggest that future studies using hIPSCs as a model system should focus most effort on collection of large numbers of donors, rather than generating large numbers of lines from the same donor.
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收藏
页数:11
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共 35 条
  • [1] Differential expression analysis for sequence count data
    Anders, Simon
    Huber, Wolfgang
    [J]. GENOME BIOLOGY, 2010, 11 (10):
  • [2] Epigenetic Memory and Preferential Lineage-Specific Differentiation in Induced Pluripotent Stem Cells Derived from Human Pancreatic Islet Beta Cells
    Bar-Nur, Ori
    Russ, Holger A.
    Efrat, Shimon
    Benvenisty, Nissim
    [J]. CELL STEM CELL, 2011, 9 (01) : 17 - 23
  • [3] DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines
    Bell, Jordana T.
    Pai, Athma A.
    Pickrell, Joseph K.
    Gaffney, Daniel J.
    Pique-Regi, Roger
    Degner, Jacob F.
    Gilad, Yoav
    Pritchard, Jonathan K.
    [J]. GENOME BIOLOGY, 2011, 12 (01)
  • [4] Reference Maps of Human ES and iPS Cell Variation Enable High-Throughput Characterization of Pluripotent Cell Lines
    Bock, Christoph
    Kiskinis, Evangelos
    Verstappen, Griet
    Gu, Hongcang
    Boulting, Gabriella
    Smith, Zachary D.
    Ziller, Michael
    Croft, Gist F.
    Amoroso, Mackenzie W.
    Oakley, Derek H.
    Gnirke, Andreas
    Eggan, Kevin
    Meissner, Alexander
    [J]. CELL, 2011, 144 (03) : 439 - 452
  • [5] A Unified Approach to Genotype Imputation and Haplotype-Phase Inference for Large Data Sets of Trios and Unrelated Individuals
    Browning, Brian L.
    Browning, Sharon R.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2009, 84 (02) : 210 - 223
  • [6] Induced Pluripotent Stem Cells and Embryonic Stem Cells Are Distinguished by Gene Expression Signatures
    Chin, Mark H.
    Mason, Mike J.
    Xie, Wei
    Volinia, Stefano
    Singer, Mike
    Peterson, Cory
    Ambartsumyan, Gayane
    Aimiuwu, Otaren
    Richter, Laura
    Zhang, Jin
    Khvorostov, Ivan
    Ott, Vanessa
    Grunstein, Michael
    Lavon, Neta
    Benvenisty, Nissim
    Croce, Carlo M.
    Clark, Amander T.
    Baxter, Tim
    Pyle, April D.
    Teitell, Mike A.
    Pelegrini, Matteo
    Plath, Kathrin
    Lowry, William E.
    [J]. CELL STEM CELL, 2009, 5 (01) : 111 - 123
  • [7] Global transcription in pluripotent embryonic stem cells
    Efroni, Sol
    Duttagupta, Radharani
    Cheng, Jill
    Dehghani, Hesam
    Hoeppner, Daniel J.
    Dash, Chandravanu
    Bazett-Jones, David P.
    Le Grice, Stuart
    McKay, Ronald D. G.
    Buetow, Kenneth H.
    Gingeras, Thomas R.
    Misteli, Tom
    Meshorer, Eran
    [J]. CELL STEM CELL, 2008, 2 (05) : 437 - 447
  • [8] Global Properties and Functional Complexity of Human Gene Regulatory Variation
    Gaffney, Daniel J.
    [J]. PLOS GENETICS, 2013, 9 (05):
  • [9] Persistent Donor Cell Gene Expression among Human Induced Pluripotent Stem Cells Contributes to Differences with Human Embryonic Stem Cells
    Ghosh, Zhumur
    Wilson, Kitchener D.
    Wu, Yi
    Hu, Shijun
    Quertermous, Thomas
    Wu, Joseph C.
    [J]. PLOS ONE, 2010, 5 (02):
  • [10] Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain
    Gibbs, J. Raphael
    van der Brug, Marcel P.
    Hernandez, Dena G.
    Traynor, Bryan J.
    Nalls, Michael A.
    Lai, Shiao-Lin
    Arepalli, Sampath
    Dillman, Allissa
    Rafferty, Ian P.
    Troncoso, Juan
    Johnson, Robert
    Zielke, H. Ronald
    Ferrucci, Luigi
    Longo, Dan L.
    Cookson, Mark R.
    Singleton, Andrew B.
    [J]. PLOS GENETICS, 2010, 6 (05): : 29