Literature DB >> 28017796

Analysis of Transcriptional Variability in a Large Human iPSC Library Reveals Genetic and Non-genetic Determinants of Heterogeneity.

Ivan Carcamo-Orive1, Gabriel E Hoffman2, Paige Cundiff3, Noam D Beckmann2, Sunita L D'Souza4, Joshua W Knowles1, Achchhe Patel3, Dimitri Papatsenko5, Fahim Abbasi1, Gerald M Reaven1, Sean Whalen6, Philip Lee1, Mohammad Shahbazi1, Marc Y R Henrion2, Kuixi Zhu2, Sven Wang2, Panos Roussos7, Eric E Schadt2, Gaurav Pandey2, Rui Chang8, Thomas Quertermous9, Ihor Lemischka10.   

Abstract

Variability in induced pluripotent stem cell (iPSC) lines remains a concern for disease modeling and regenerative medicine. We have used RNA-sequencing analysis and linear mixed models to examine the sources of gene expression variability in 317 human iPSC lines from 101 individuals. We found that ∼50% of genome-wide expression variability is explained by variation across individuals and identified a set of expression quantitative trait loci that contribute to this variation. These analyses coupled with allele-specific expression show that iPSCs retain a donor-specific gene expression pattern. Network, pathway, and key driver analyses showed that Polycomb targets contribute significantly to the non-genetic variability seen within and across individuals, highlighting this chromatin regulator as a likely source of reprogramming-based variability. Our findings therefore shed light on variation between iPSC lines and illustrate the potential for our dataset and other similar large-scale analyses to identify underlying drivers relevant to iPSC applications.
Copyright © 2016 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Polycomb targets; allelic imbalance; differentiation variability; eQTL; iPSC library; key drivers; network analysis; transcriptional variability; variance partition

Mesh:

Substances:

Year:  2016        PMID: 28017796      PMCID: PMC5384872          DOI: 10.1016/j.stem.2016.11.005

Source DB:  PubMed          Journal:  Cell Stem Cell        ISSN: 1875-9777            Impact factor:   25.269


  64 in total

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Review 4.  Genetic and epigenetic variations in iPSCs: potential causes and implications for application.

Authors:  Gaoyang Liang; Yi Zhang
Journal:  Cell Stem Cell       Date:  2013-08-01       Impact factor: 24.633

5.  Human genomics. Effect of predicted protein-truncating genetic variants on the human transcriptome.

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Journal:  Science       Date:  2015-05-08       Impact factor: 47.728

6.  A global reference for human genetic variation.

Authors:  Adam Auton; Lisa D Brooks; Richard M Durbin; Erik P Garrison; Hyun Min Kang; Jan O Korbel; Jonathan L Marchini; Shane McCarthy; Gil A McVean; Gonçalo R Abecasis
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10.  Integrative analysis of 111 reference human epigenomes.

Authors:  Anshul Kundaje; Wouter Meuleman; Jason Ernst; Misha Bilenky; Angela Yen; Alireza Heravi-Moussavi; Pouya Kheradpour; Zhizhuo Zhang; Jianrong Wang; Michael J Ziller; Viren Amin; John W Whitaker; Matthew D Schultz; Lucas D Ward; Abhishek Sarkar; Gerald Quon; Richard S Sandstrom; Matthew L Eaton; Yi-Chieh Wu; Andreas R Pfenning; Xinchen Wang; Melina Claussnitzer; Yaping Liu; Cristian Coarfa; R Alan Harris; Noam Shoresh; Charles B Epstein; Elizabeta Gjoneska; Danny Leung; Wei Xie; R David Hawkins; Ryan Lister; Chibo Hong; Philippe Gascard; Andrew J Mungall; Richard Moore; Eric Chuah; Angela Tam; Theresa K Canfield; R Scott Hansen; Rajinder Kaul; Peter J Sabo; Mukul S Bansal; Annaick Carles; Jesse R Dixon; Kai-How Farh; Soheil Feizi; Rosa Karlic; Ah-Ram Kim; Ashwinikumar Kulkarni; Daofeng Li; Rebecca Lowdon; GiNell Elliott; Tim R Mercer; Shane J Neph; Vitor Onuchic; Paz Polak; Nisha Rajagopal; Pradipta Ray; Richard C Sallari; Kyle T Siebenthall; Nicholas A Sinnott-Armstrong; Michael Stevens; Robert E Thurman; Jie Wu; Bo Zhang; Xin Zhou; Arthur E Beaudet; Laurie A Boyer; Philip L De Jager; Peggy J Farnham; Susan J Fisher; David Haussler; Steven J M Jones; Wei Li; Marco A Marra; Michael T McManus; Shamil Sunyaev; James A Thomson; Thea D Tlsty; Li-Huei Tsai; Wei Wang; Robert A Waterland; Michael Q Zhang; Lisa H Chadwick; Bradley E Bernstein; Joseph F Costello; Joseph R Ecker; Martin Hirst; Alexander Meissner; Aleksandar Milosavljevic; Bing Ren; John A Stamatoyannopoulos; Ting Wang; Manolis Kellis
Journal:  Nature       Date:  2015-02-19       Impact factor: 69.504

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  93 in total

Review 1.  Integration of CRISPR-engineering and hiPSC-based models of psychiatric genomics.

Authors:  Marliette R Matos; Seok-Man Ho; Nadine Schrode; Kristen J Brennand
Journal:  Mol Cell Neurosci       Date:  2020-07-23       Impact factor: 4.314

2.  Anisotropic microfibrous scaffolds enhance the organization and function of cardiomyocytes derived from induced pluripotent stem cells.

Authors:  Maureen Wanjare; Luqia Hou; Karina H Nakayama; Joseph J Kim; Nicholas P Mezak; Oscar J Abilez; Evangeline Tzatzalos; Joseph C Wu; Ngan F Huang
Journal:  Biomater Sci       Date:  2017-07-25       Impact factor: 6.843

3.  [Leukocyte count of puerperal sows].

Authors:  D Mäde; G Wujanz
Journal:  Berl Munch Tierarztl Wochenschr       Date:  1996-09       Impact factor: 0.328

Review 4.  Interdisciplinary Models for Research and Clinical Endeavors in Genomic Medicine: A Scientific Statement From the American Heart Association.

Authors:  Kiran Musunuru; Pankaj Arora; John P Cooke; Jane F Ferguson; Ray E Hershberger; Kathleen T Hickey; Jin-Moo Lee; João A C Lima; Joseph Loscalzo; Naveen L Pereira; Mark W Russell; Svati H Shah; Farah Sheikh; Thomas J Wang; Calum A MacRae
Journal:  Circ Genom Precis Med       Date:  2018-06

Review 5.  Integrating CRISPR Engineering and hiPSC-Derived 2D Disease Modeling Systems.

Authors:  Kristina Rehbach; Michael B Fernando; Kristen J Brennand
Journal:  J Neurosci       Date:  2020-02-05       Impact factor: 6.167

Review 6.  The rise of three-dimensional human brain cultures.

Authors:  Sergiu P Pașca
Journal:  Nature       Date:  2018-01-24       Impact factor: 49.962

7.  Mapping the Effects of Genetic Variation on Chromatin State and Gene Expression Reveals Loci That Control Ground State Pluripotency.

Authors:  Daniel A Skelly; Anne Czechanski; Candice Byers; Selcan Aydin; Catrina Spruce; Chris Olivier; Kwangbom Choi; Daniel M Gatti; Narayanan Raghupathy; Gregory R Keele; Alexander Stanton; Matthew Vincent; Stephanie Dion; Ian Greenstein; Matthew Pankratz; Devin K Porter; Whitney Martin; Callan O'Connor; Wenning Qin; Alison H Harrill; Ted Choi; Gary A Churchill; Steven C Munger; Christopher L Baker; Laura G Reinholdt
Journal:  Cell Stem Cell       Date:  2020-08-13       Impact factor: 24.633

Review 8.  Mechanisms of gene regulation in human embryos and pluripotent stem cells.

Authors:  Thorold W Theunissen; Rudolf Jaenisch
Journal:  Development       Date:  2017-12-15       Impact factor: 6.868

Review 9.  Reverse engineering human brain evolution using organoid models.

Authors:  Mohammed A Mostajo-Radji; Matthew T Schmitz; Sebastian Torres Montoya; Alex A Pollen
Journal:  Brain Res       Date:  2019-12-03       Impact factor: 3.252

Review 10.  Induced Pluripotent Stem Cell-Derived Endothelial Cells in Insulin Resistance and Metabolic Syndrome.

Authors:  Ivan Carcamo-Orive; Ngan F Huang; Thomas Quertermous; Joshua W Knowles
Journal:  Arterioscler Thromb Vasc Biol       Date:  2017-07-20       Impact factor: 8.311

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