A Comparative Assessment of Human and Chimpanzee iPSC-derived Cardiomyocytes with Primary Heart Tissues

被引:43
作者
Pavlovic, Bryan J. [1 ]
Blake, Lauren E. [1 ]
Roux, Julien [2 ,3 ]
Chavarria, Claudia [1 ]
Gilad, Yoav [1 ,4 ]
机构
[1] Univ Chicago, Dept Human Genet, Chicago, IL 60637 USA
[2] Univ Basel, Dept Biomed, Basel, Switzerland
[3] Swiss Inst Bioinformat, CH-1015 Lausanne, Switzerland
[4] Univ Chicago, Dept Med, 5841 S Maryland Ave, Chicago, IL 60637 USA
基金
美国国家科学基金会;
关键词
PROMOTES CARDIAC DIFFERENTIATION; PLURIPOTENT STEM-CELLS; GENE-EXPRESSION; HUMAN FETAL; MATURATION; MOUSE; TRANSCRIPTOME; HEPATOCYTES; INDUCTION; LANDSCAPE;
D O I
10.1038/s41598-018-33478-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Comparative genomic studies in primates have the potential to reveal the genetic and mechanistic basis for human specific traits. These studies may also help us better understand inter-species phenotypic differences that are clinically relevant. Unfortunately, the obvious limitation on sample collection and experimentation in humans and non-human apes severely restrict our ability to perform dynamic comparative studies in primates. Induced pluripotent stem cells (iPSCs), and their corresponding differentiated cells, may provide a suitable alternative system for dynamic comparative studies. Yet, to effectively use iPSCs and differentiated cells for comparative studies, one must characterize the extent to which these systems faithfully represent biological processes in primary tissues. To do so, we compared gene expression data from primary adult heart tissue and iPSC-derived cardiomyocytes from multiple human and chimpanzee individuals. We determined that gene expression in cultured cardiomyocytes from both human and chimpanzee is most similar to that of adult hearts compared to other adult tissues. Using a comparative framework, we found that 50% of gene regulatory differences between human and chimpanzee hearts are also observed between species in cultured cardiomyocytes; conversely, inter-species regulatory differences seen in cardiomyocytes are found significantly more often in hearts than in other primary tissues. Our work provides a detailed description of the utility and limitation of differentiated cardiomyocytes as a system for comparative functional genomic studies in primates.
引用
收藏
页数:14
相关论文
共 79 条
[1]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[2]   Faster cyclic loess: normalizing RNA arrays via linear models [J].
Ballman, KV ;
Grill, DE ;
Oberg, AL ;
Therneau, TM .
BIOINFORMATICS, 2004, 20 (16) :2778-2786
[3]   Impact of regulatory variation across human iPSCs and differentiated cells [J].
Banovich, Nicholas E. ;
Li, Yang I. ;
Raj, Anil ;
Ward, Michelle C. ;
Greenside, Peyton ;
Calderon, Diego ;
Tung, Po Yuan ;
Burnett, Jonathan E. ;
Myrthil, Marsha ;
Thomas, Samantha M. ;
Burrows, Courtney K. ;
Romero, Irene Gallego ;
Pavlovic, Bryan J. ;
Kundaje, Anshul ;
Pritchard, Jonathan K. ;
Gilad, Yoav .
GENOME RESEARCH, 2018, 28 (01) :122-131
[4]   Antiinflammatory Effects of Budesonide in Human Fetal Lung [J].
Barrette, Anne Marie ;
Roberts, Jessica K. ;
Chapin, Cheryl ;
Egan, Edmund A. ;
Segal, Mark R. ;
Oses-Prieto, Juan A. ;
Chand, Shreya ;
Burlingame, Alma L. ;
Ballard, Philip L. .
AMERICAN JOURNAL OF RESPIRATORY CELL AND MOLECULAR BIOLOGY, 2016, 55 (05) :623-632
[5]   Transcriptional, Functional, and Mechanistic Comparisons of Stem Cell-Derived Hepatocytes, HepaRG Cells, and Three-Dimensional Human Hepatocyte Spheroids as Predictive In Vitro Systems for Drug-Induced Liver Injury [J].
Bell, Catherine C. ;
Lauschke, Volker M. ;
Vorrink, Sabine U. ;
Palmgren, Henrik ;
Duffin, Rodger ;
Andersson, Tommy B. ;
Ingelman-Sundberg, Magnus .
DRUG METABOLISM AND DISPOSITION, 2017, 45 (04) :419-429
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   The NIH Roadmap Epigenomics Mapping Consortium [J].
Bernstein, Bradley E. ;
Stamatoyannopoulos, John A. ;
Costello, Joseph F. ;
Ren, Bing ;
Milosavljevic, Aleksandar ;
Meissner, Alexander ;
Kellis, Manolis ;
Marra, Marco A. ;
Beaudet, Arthur L. ;
Ecker, Joseph R. ;
Farnham, Peggy J. ;
Hirst, Martin ;
Lander, Eric S. ;
Mikkelsen, Tarjei S. ;
Thomson, James A. .
NATURE BIOTECHNOLOGY, 2010, 28 (10) :1045-1048
[8]  
Blake L. E., 2017, BIORXIV, DOI [10.1101/135442, DOI 10.1101/135442]
[9]  
Blekhman R., 2012, NAT PRECEDINGS, DOI [10.1038/npre.2012.5360.1034, DOI 10.1038/NPRE.2012.5360.1034]
[10]   The evolution of gene expression levels in mammalian organs [J].
Brawand, David ;
Soumillon, Magali ;
Necsulea, Anamaria ;
Julien, Philippe ;
Csardi, Gabor ;
Harrigan, Patrick ;
Weier, Manuela ;
Liechti, Angelica ;
Aximu-Petri, Ayinuer ;
Kircher, Martin ;
Albert, Frank W. ;
Zeller, Ulrich ;
Khaitovich, Philipp ;
Gruetzner, Frank ;
Bergmann, Sven ;
Nielsen, Rasmus ;
Paeaebo, Svante ;
Kaessmann, Henrik .
NATURE, 2011, 478 (7369) :343-+