Somatic copy number mosaicism in human skin revealed by induced pluripotent stem cells (original) (raw)
Accession codes
Primary accessions
Gene Expression Omnibus
Data deposits
The CNV array and sequencing data are available from Gene Expression Omnibus under accessions GSE41716 and GSE41563, and from https://ndarportal.nih.gov/ndarportal/NDARSTD289.
References
- Laurent, L. C. et al. Dynamic changes in the copy number of pluripotency and cell proliferation genes in human ESCs and iPSCs during reprogramming and time in culture. Cell Stem Cell 8, 106–118 (2011)
Article CAS Google Scholar - Quinlan, A. R. et al. Genome sequencing of mouse induced pluripotent stem cells reveals retroelement stability and infrequent DNA rearrangement during reprogramming. Cell Stem Cell 9, 366–373 (2011)
Article CAS Google Scholar - Hussein, S. M. et al. Copy number variation and selection during reprogramming to pluripotency. Nature 471, 58–62 (2011)
Article ADS CAS Google Scholar - Mayshar, Y. et al. Identification and classification of chromosomal aberrations in human induced pluripotent stem cells. Cell Stem Cell 7, 521–531 (2010)
Article CAS Google Scholar - Takahashi, K. et al. Induction of pluripotent stem cells from adult human fibroblasts by defined factors. Cell 131, 861–872 (2007)
Article CAS Google Scholar - Yu, J. et al. Induced pluripotent stem cell lines derived from human somatic cells. Science 318, 1917–1920 (2007)
Article ADS CAS Google Scholar - Wernig, M. et al. In vitro reprogramming of fibroblasts into a pluripotent ES-cell-like state. Nature 448, 318–324 (2007)
Article ADS CAS Google Scholar - Lowry, W. E. et al. Generation of human induced pluripotent stem cells from dermal fibroblasts. Proc. Natl Acad. Sci. USA 105, 2883–2888 (2008)
Article ADS CAS Google Scholar - Vaccarino, F. M. et al. Annual Research Review: the promise of stem cell research for neuropsychiatric disorders. J. Child Psychol. Psychiatry 52, 504–516 (2011)
Article Google Scholar - Park, I. H. et al. Disease-specific induced pluripotent stem cells. Cell 134, 877–886 (2008)
Article CAS Google Scholar - Lee, G. et al. Modelling pathogenesis and treatment of familial dysautonomia using patient-specific iPSCs. Nature 461, 402–406 (2009)
Article ADS CAS Google Scholar - Hargus, G. et al. Differentiated Parkinson patient-derived induced pluripotent stem cells grow in the adult rodent brain and reduce motor asymmetry in Parkinsonian rats. Proc. Natl Acad. Sci. USA 107, 15921–15926 (2010)
Article ADS CAS Google Scholar - Brennand, K. J. & Gage, F. H. Concise review: the promise of human induced pluripotent stem cell-based studies of schizophrenia. Stem Cells 29, 1915–1922 (2011)
Article CAS Google Scholar - Liang, Q., Conte, N., Skarnes, W. C. & Bradley, A. Extensive genomic copy number variation in embryonic stem cells. Proc. Natl Acad. Sci. USA 105, 17453–17456 (2008)
Article ADS CAS Google Scholar - Wu, H. et al. Copy number variant analysis of human embryonic stem cells. Stem Cells 26, 1484–1489 (2008)
Article CAS Google Scholar - Elliott, A. M., Elliott, K. A. & Kammesheidt, A. High resolution array-CGH characterization of human stem cells using a stem cell focused microarray. Mol. Biotechnol. 46, 234–242 (2010)
Article CAS Google Scholar - O’Huallachain, M., Karczewski, K. J., Weissman, S. M., Urban, A. E. & Snyder, M. P. Extensive genetic variation in somatic human tissues. Proc. Natl Acad. Sci.. USA http://dx.doi.org/10.1073/pnas.1213736109 (5 October 2012)
- De, S. Somatic mosaicism in healthy human tissues. Trends Genet. 27, 217–223 (2011)
Article CAS Google Scholar - Baillie, J. K. et al. Somatic retrotransposition alters the genetic landscape of the human brain. Nature 479, 534–537 (2011)
Article ADS CAS Google Scholar - Coufal, N. G. et al. L1 retrotransposition in human neural progenitor cells. Nature 460, 1127–1131 (2009)
Article ADS CAS Google Scholar - Rehen, S. K. et al. Constitutional aneuploidy in the normal human brain. J. Neurosci. 25, 2176–2180 (2005)
Article CAS Google Scholar - Youssoufian, H. & Pyeritz, R. E. Mechanisms and consequences of somatic mosaicism in humans. Nature Rev. Genet. 3, 748–758 (2002)
Article CAS Google Scholar - Piotrowski, A. et al. Somatic mosaicism for copy number variation in differentiated human tissues. Hum. Mutat. 29, 1118–1124 (2008)
Article Google Scholar - Mkrtchyan, H. et al. Early embryonic chromosome instability results in stable mosaic pattern in human tissues. PLoS ONE 5, e9591 (2010)
Article ADS Google Scholar - Poduri, A. et al. Somatic activation of AKT3 causes hemispheric developmental brain malformations. Neuron 74, 41–48 (2012)
Article CAS Google Scholar - Abyzov, A., Urban, A. E., Snyder, M. & Gerstein, M. CNVnator: an approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing. Genome Res. 21, 974–984 (2011)
Article CAS Google Scholar - Mills, R. E. et al. Mapping copy number variation by population-scale genome sequencing. Nature 470, 59–65 (2011)
Article CAS Google Scholar - Cheng, L. et al. Low incidence of DNA sequence variation in human induced pluripotent stem cells generated by nonintegrating plasmid expression. Cell Stem Cell 10, 337–344 (2012)
Article CAS Google Scholar - Arlt, M. F., Ozdemir, A. C., Birkeland, S. R., Wilson, T. E. & Glover, T. W. Hydroxyurea induces de novo copy number variants in human cells. Proc. Natl Acad. Sci. USA 108, 17360–17365 (2011)
Article ADS Google Scholar - Eichler, E. E. et al. Missing heritability and strategies for finding the underlying causes of complex disease. Nature Rev. Genet. 11, 446–450 (2010)
Article CAS Google Scholar - Chan, E. M. et al. Live cell imaging distinguishes bona fide human iPS cells from partially reprogrammed cells. Nature Biotechnol. 27, 1033–1037 (2009)
Article CAS Google Scholar - Deb-Rinker, P., Ly, D., Jezierski, A., Sikorska, M. & Walker, P. R. Sequential DNA methylation of the Nanog and Oct-4 upstream regions in human NT2 cells during neuronal differentiation. J. Biol. Chem. 280, 6257–6260 (2005)
Article CAS Google Scholar - Freberg, C. T., Dahl, J. A., Timoskainen, S. & Collas, P. Epigenetic reprogramming of OCT4 and NANOG regulatory regions by embryonal carcinoma cell extract. Mol. Biol. Cell 18, 1543–1553 (2007)
Article CAS Google Scholar - Kim, J. E. et al. Investigating synapse formation and function using human pluripotent stem cell-derived neurons. Proc. Natl Acad. Sci. USA 108, 3005–3010 (2011)
Article ADS CAS Google Scholar - Li, H. & Durbin, R. Fast and accurate long-read alignment with Burrows–Wheeler transform. Bioinformatics 26, 589–595 (2010)
Article Google Scholar - Wang, L. Y., Abyzov, A., Korbel, J. O., Snyder, M. & Gerstein, M. MSB: a mean-shift-based approach for the analysis of structural variation in the genome. Genome Res. 19, 106–117 (2009)
Article Google Scholar - Zhang, J., Feuk, L., Duggan, G. E., Khaja, R. & Scherer, S. W. Development of bioinformatics resources for display and analysis of copy number and other structural variants in the human genome. Cytogenet. Genome Res. 115, 205–214 (2006)
Article CAS Google Scholar - Korbel, J. O. et al. PEMer: a computational framework with simulation-based error models for inferring genomic structural variants from massive paired-end sequencing data. Genome Biol. 10, R23 (2009)
Article Google Scholar - Lam, H. Y. et al. Nucleotide-resolution analysis of structural variants using BreakSeq and a breakpoint library. Nature Biotechnol. 28, 47–55 (2010)
Article CAS Google Scholar - Sanders, S. J. et al. Multiple recurrent de novo CNVs, including duplications of the 7q11.23 Williams syndrome region, are strongly associated with autism. Neuron 70, 863–885 (2011)
Article CAS Google Scholar - Qin, J., Jones, R. C. & Ramakrishnan, R. Studying copy number variations using a nanofluidic platform. Nucleic Acids Res. 36, e116 (2008)
Article Google Scholar - Trapnell, C., Pachter, L. & Salzberg, S. L. TopHat: discovering splice junctions with RNA-Seq. Bioinformatics 25, 1105–1111 (2009)
Article CAS Google Scholar - Li, H. et al. The Sequence Alignment/Map format and SAMtools. Bioinformatics 25, 2078–2079 (2009)
Article Google Scholar - Habegger, L. et al. RSEQtools: a modular framework to analyze RNA-Seq data using compact, anonymized data summaries. Bioinformatics 27, 281–283 (2011)
Article CAS Google Scholar - The ENCODE Project Consortium. An integrated encyclopedia of DNA elements in the human genome. Nature 489, 57–74 (2012)
- Abyzov, A. & Gerstein, M. AGE: defining breakpoints of genomic structural variants at single-nucleotide resolution, through optimal alignments with gap excision. Bioinformatics 27, 595–603 (2011)
Article CAS Google Scholar - Hindson, B. J. et al. High-throughput droplet digital PCR system for absolute quantitation of DNA copy number. Anal. Chem. 83, 8604–8610 (2011)
Article CAS Google Scholar - Haraksingh, R. R., Abyzov, A., Gerstein, M., Urban, A. E. & Snyder, M. Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms. PLoS ONE 6, e27859 (2011)
Article ADS CAS Google Scholar
Acknowledgements
We acknowledge support from the National Institutes of Health (NIH) and from the AL Williams Professorship fund and the Harris Professorship fund. We also acknowledge the Yale University Biomedical High Performance Computing Center and its support team (in particular, R. Bjornson and N. Carriero). We thank A. Klin for help with family recruitment. We thank M. V. Simonini for technical help, I.-H. Park for advice in the characterization of iPSC lines and the gift of the iPSC PGP1-1, and S. A. Duncan for the gift of the K3 iPSC line. We acknowledge the following grant support: NIMH MH089176 and MH087879, the Simons Foundation (SFARI 137055 F.V.) and the State of Connecticut, which funded the hiPSC generation and characterization; and NIH grant RR19895, which funded the instrumentation. We acknowledge the Yale Center for Clinical Investigation for clinical support in obtaining the biopsy specimens. We thank J. Overton for advice in carrying out DNA and RNA sequencing. Finally, we thank M. O’Huallachain and J. Li-Pook-Than for their advice on planning, carrying out and analysing the ddPCR experiments.
Author information
Author notes
- Jessica Mariani, Dean Palejev, Ying Zhang, Michael Seamus Haney and Livia Tomasini: These authors contributed equally to this work.
Authors and Affiliations
- Program in Neurodevelopment and Regeneration, Yale University, New Haven, 06520, Connecticut, USA
Alexej Abyzov, Jessica Mariani, Dean Palejev, Ying Zhang, Livia Tomasini, Anthony F. Ferrandino, Lior A. Rosenberg Belmaker, Anna Szekely, Michael Wilson, Arif Kocabas, Nathaniel E. Calixto, Elena L. Grigorenko, Anita Huttner, Katarzyna Chawarska, Sherman Weissman, Alexander Eckehart Urban, Mark Gerstein & Flora M. Vaccarino - Program in Computation Biology and Bioinformatics, Yale University, New Haven, 06520, Connecticut, USA
Alexej Abyzov, Michael Wilson & Mark Gerstein - Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, 06520, Connecticut, USA
Alexej Abyzov & Mark Gerstein - Child Study Center, Yale University, New Haven, 06520, Connecticut, USA
Jessica Mariani, Dean Palejev, Livia Tomasini, Anthony F. Ferrandino, Lior A. Rosenberg Belmaker, Michael Wilson, Arif Kocabas, Nathaniel E. Calixto, Elena L. Grigorenko, Katarzyna Chawarska & Flora M. Vaccarino - Department of Genetics, Yale University, New Haven, 06520, Connecticut, USA
Ying Zhang, Anna Szekely & Sherman Weissman - Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, 94305, California, USA
Michael Seamus Haney & Alexander Eckehart Urban - Department of Genetics, School of Medicine, Stanford University, Stanford, 94305, California, USA
Michael Seamus Haney & Alexander Eckehart Urban - Department of Neurology, Yale University, New Haven, 06520, Connecticut, USA
Anna Szekely - Department of Psychology, Yale University, New Haven, 06520, Connecticut, USA
Elena L. Grigorenko - Department of Epidemiology and Public Health, Yale University, New Haven, 06520, Connecticut, USA
Elena L. Grigorenko - Department of Pathology, Yale University, New Haven, 06520, Connecticut, USA
Anita Huttner - Department of Computer Science, Yale University, New Haven, 06520, Connecticut, USA
Mark Gerstein - Department of Neurobiology, Yale University, New Haven, 06520, Connecticut, USA
Flora M. Vaccarino
Authors
- Alexej Abyzov
You can also search for this author inPubMed Google Scholar - Jessica Mariani
You can also search for this author inPubMed Google Scholar - Dean Palejev
You can also search for this author inPubMed Google Scholar - Ying Zhang
You can also search for this author inPubMed Google Scholar - Michael Seamus Haney
You can also search for this author inPubMed Google Scholar - Livia Tomasini
You can also search for this author inPubMed Google Scholar - Anthony F. Ferrandino
You can also search for this author inPubMed Google Scholar - Lior A. Rosenberg Belmaker
You can also search for this author inPubMed Google Scholar - Anna Szekely
You can also search for this author inPubMed Google Scholar - Michael Wilson
You can also search for this author inPubMed Google Scholar - Arif Kocabas
You can also search for this author inPubMed Google Scholar - Nathaniel E. Calixto
You can also search for this author inPubMed Google Scholar - Elena L. Grigorenko
You can also search for this author inPubMed Google Scholar - Anita Huttner
You can also search for this author inPubMed Google Scholar - Katarzyna Chawarska
You can also search for this author inPubMed Google Scholar - Sherman Weissman
You can also search for this author inPubMed Google Scholar - Alexander Eckehart Urban
You can also search for this author inPubMed Google Scholar - Mark Gerstein
You can also search for this author inPubMed Google Scholar - Flora M. Vaccarino
You can also search for this author inPubMed Google Scholar
Contributions
The authors contributed to this study at different levels, as described in the following. Study conception and design: F.M.V., A.A. and A.E.U. Family selection: E.L.G. Skin biopsy: A.S. Fibroblast culture: A.H. hiPSC generation and characterization: L.A.R.B., J.M. and L.T. Virus production: A.K. Microarrays data analysis: L.T. Neuronal differentiation: L.A.R.B., N.E.C. and J.M. Sequencing library preparation: L.A.R.B., J.M., L.T. and Y.Z. Processing and analysis of RNA-seq data: D.P. and A.A. Processing and analysis of DNAseq data: A.A. and M.W. qPCR validation: A.F.F. PCR validation: Y.Z. and A.A. aCGH hybridization and analysis: M.S.H. ddPCR experiments and analysis: M.S.H. and A.A. Human subjects: K.C. Coordination of analyses: F.M.V., S.W., A.E.U. and M.G. Display item preparation: A.A., F.M.V., L.T., D.P., J.M., N.E.C., Y.Z. and M.S.H. Manuscript writing: A.A., F.M.V. and A.E.U. The following authors contributed equally to the study: J.M., D.P., Y.Z., M.S.H. and L.T. All authors participated in discussion of results and manuscript editing.
Corresponding authors
Correspondence toAlexander Eckehart Urban, Mark Gerstein or Flora M. Vaccarino.
Ethics declarations
Competing interests
The authors declare no competing financial interests.
Supplementary information
Supplementary Information
This file contains Supplementary Text, Supplementary References, Supplementary Figures 1-57, Supplementary Tables 2, 5 and 6 and full legends for Supplementary Tables 1, 3 and 4 (see contents for details). (PDF 22730 kb)
Supplementary Table 1
This file contains the Gene expression microarray dataset - see Supplementary Information for full legend. (XLSX 2185 kb)
Supplementary Table 3
This file contains comprehensive information about all LM-CNV candidates - see Supplementary Information for full legend. (XLS 75 kb)
Supplementary Table 4
This file contains comprehensive information about LM-CNV candidates from aCGH - see Supplementary Information for full legend. (XLSX 12 kb)
Supplementary Data
This file shows the alignment of sequenced PCR bands to genomic regions with LM-CNVs. (TXT 197 kb)
PowerPoint slides
Rights and permissions
About this article
Cite this article
Abyzov, A., Mariani, J., Palejev, D. et al. Somatic copy number mosaicism in human skin revealed by induced pluripotent stem cells.Nature 492, 438–442 (2012). https://doi.org/10.1038/nature11629
- Received: 16 January 2012
- Accepted: 28 September 2012
- Published: 18 November 2012
- Issue Date: 20 December 2012
- DOI: https://doi.org/10.1038/nature11629