A multi-omic analysis of human naive CD4+T cells

被引:34
作者
Mitchell, Christopher J. [1 ]
Getnet, Derese [1 ]
Kim, Min-Sik [1 ]
Manda, Srikanth S. [2 ]
Kumar, Praveen [2 ]
Huang, Tai-Chung [1 ]
Pinto, Sneha M. [2 ]
Nirujogi, Raja Sekhar [2 ]
Iwasaki, Mio [3 ]
Shaw, Patrick G. [1 ]
Wu, Xinyan [1 ]
Zhong, Jun [1 ]
Chaerkady, Raghothama [1 ]
Marimuthu, Arivusudar [2 ]
Muthusamy, Babylakshmi [2 ]
Sahasrabuddhe, Nandini A. [2 ]
Raju, Rajesh [2 ]
Bowman, Caitlyn [1 ]
Danilova, Ludmila [5 ]
Cutler, Jevon [1 ]
Kelkar, Dhanashree S. [2 ]
Drake, Charles G. [5 ]
Prasad, T. S. Keshava [2 ]
Marchionni, Luigi [5 ]
Murakami, Peter N. [4 ]
Scott, Alan F. [1 ]
Shi, Leming [6 ]
Thierry-Mieg, Jean [7 ]
Thierry-Mieg, Danielle [7 ]
Irizarry, Rafael [8 ]
Cope, Leslie [5 ]
Ishihama, Yasushi [3 ]
Wang, Charles [9 ,10 ]
Gowda, Harsha [2 ]
Pandey, Akhilesh [1 ,2 ,11 ,12 ]
机构
[1] Johns Hopkins Univ, Sch Med, McKusick Nathans Inst Genet Med, Baltimore, MD 21218 USA
[2] Int Tech Pk, Inst Bioinformat, Bangalore, Karnataka, India
[3] Kyoto Univ, Dept Mol & Cellular BioAnal, Kyoto, Japan
[4] Johns Hopkins Univ, Dept Biostat, Bloomberg Sch Publ Hlth, Baltimore, MD 21205 USA
[5] Johns Hopkins Univ, Sch Med, Sidney Kimmel Comprehens Canc Ctr, Baltimore, MD USA
[6] US FDA, Natl Ctr Toxicol Res, Jefferson, AR 72079 USA
[7] NIH, Natl Ctr Biotechnol Informat, Bethesda, MD 20892 USA
[8] Dana Farber Canc Inst, Dept Biostat & Computat Biol, Boston, MA 02115 USA
[9] Loma Linda Univ, Ctr Genom, Loma Linda, CA 92350 USA
[10] Loma Linda Univ, Div Microbiol & Mol Genet, Loma Linda, CA 92350 USA
[11] Johns Hopkins Univ, Sch Med, Dept Biol Chem, Baltimore, MD 21205 USA
[12] Johns Hopkins Univ, Sch Med, Dept Pathol & Oncol, Baltimore, MD USA
关键词
Whole genome sequencing; Epigenomics; Transcriptomics; Proteomics; Phosphoproteomics; Integrativeomics; Innate immunity; SPECTROMETRY-BASED PROTEOMICS; T-CELLS; GENE-EXPRESSION; PHOSPHORYLATION; DIFFERENTIATION; ACTIVATION; PEPTIDES; VARIANTS; SUBSETS; GENOME;
D O I
10.1186/s12918-015-0225-4
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Cellular function and diversity are orchestrated by complex interactions of fundamental biomolecules including DNA, RNA and proteins. Technological advances in genomics, epigenomics, transcriptomics and proteomics have enabled massively parallel and unbiased measurements. Such high-throughput technologies have been extensively used to carry out broad, unbiased studies, particularly in the context of human diseases. Nevertheless, a unified analysis of the genome, epigenome, transcriptome and proteome of a single human cell type to obtain a coherent view of the complex interplay between various biomolecules has not yet been undertaken. Here, we report the first multi-omic analysis of human primary naive CD4+ T cells isolated from a single individual. Results: Integrating multi-omics datasets allowed us to investigate genome-wide methylation and its effect on mRNA/protein expression patterns, extent of RNA editing under normal physiological conditions and allele specific expression in naive CD4+ T cells. In addition, we carried out a multi-omic comparative analysis of naive with primary resting memory CD4+ T cells to identify molecular changes underlying T cell differentiation. This analysis provided mechanistic insights into how several molecules involved in T cell receptor signaling are regulated at the DNA, RNA and protein levels. Phosphoproteomics revealed downstream signaling events that regulate these two cellular states. Availability of multi-omics data from an identical genetic background also allowed us to employ novel proteogenomics approaches to identify individual-specific variants and putative novel protein coding regions in the human genome. Conclusions: We utilized multiple high-throughput technologies to derive a comprehensive profile of two primary human cell types, naive CD4+ T cells and memory CD4+ T cells, from a single donor. Through vertical as well as horizontal integration of whole genome sequencing, methylation arrays, RNA-Seq, miRNA-Seq, proteomics, and phosphoproteomics, we derived an integrated and comparative map of these two closely related immune cells and identified potential molecular effectors of immune cell differentiation following antigen encounter.
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页数:16
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