GSE47626
GSE GEODifferential LINE-1 retrotransposition in induced pluripotent stem cells between humans and great apes
Relations
Summary
Understanding cellular and molecular differences between human and non-human primates (NHPs) is essential to the basic comprehension of the evolution and diversity of our own species. Until now, preserved tissues have been the main source of most comparative studies between humans, chimpanzees (Pan troglodytes) and bonobos (Pan paniscus). However, these tissue samples do not fairly represent the distinctive traits of live cell behavior, are not amenable to genetic manipulation and do not allow translation of observed differences into phenotypical divergence. We hypothesized that induced pluripotent stem cells (iPSCs) could provide a unique biological resource to elucidate relevant phenotypical differences between human and the great apes and that those differences could have potential adaptation and speciation value. Here, we describe the generation and initial characterization of iPSCs from chimpanzees and bonobos as novel tools to explore our most recent evolution. Comparative gene expression analysis of human and NHP iPSCs revealed differences in regulation of Long Interspersed Nuclear Element (LINE-1 or L1) transposons. A force of change in mammalian evolution, L1 elements are retrotransposons that have remained active during primate evolution. We observed decreased levels of L1 restricting factors APOBEC3B (A3B)7 and PIWIL28 in NHP iPSCs which was correlated with increased human and chimpanzee L1 mobility and endogenous L1 mRNA levels. Moreover, results from manipulation of A3B and PIWIL2 levels in iPSCs suggested a causal inverse relationship between levels of these proteins and L1 activity. Finally, we found increased copy numbers of species-specific L1 elements in the genome of chimpanzees compared to humans, supporting the idea that increased L1 mobility in NHPs is not limited to iPSCs in culture and may have also occurred in the germline during primate evolution. We propose that differences in L1 mobility may have differentially shaped the genomes of humans and NHPs and could have had an adaptive significance.
Overall Design
polyA RNA-Seq profiling of iPS cells from human, chimpanzee, and bonobo, and small RNA-Seq profiling of human iPS cells.
Analysis (4 steps)
View Data Processing- Paired end reads from all libraries were mapped to both the human (hg19, GRCh37) and chimpanzee (panTro3, CGSC 2.1.3) genomes using STAR (v2.2.0c).
- Due to the lack of annotation in the chimpanzee genome, human gene models (RefSeq) were used to quantify gene expression.
- To avoid bias introduced by genome insertions and deletions, only reads mapping to both the human and chimpanzee genomes uniquely were used from each sample when comparing gene expression values (~4% of reads mapped to only one genome per sample).
- To calculate gene expression, read counts in the exons of RefSeq transcripts where calculated using HOMER
Dataset Citations (3)
SRA Experiments (18) and Runs (18)
Total: 55706 MBSample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873616 | 26508761 | 5354769722 | 3130.2 | Sample1.hADRC.1.R1.fq.gz, Sample1.hADRC.1.R2.fq.gz, SRR873616, SRR873… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873617 | 34964427 | 7062814254 | 4167.98 | Sample2.hADRC.2.R1.fq.gz, Sample2.hADRC.2.R2.fq.gz, SRR873617, SRR873… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873618 | 16549328 | 3342964256 | 1985.99 | Sample3.hWT33.1.R1.fq.gz, Sample3.hWT33.1.R2.fq.gz, SRR873618, SRR873… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873619 | 30425397 | 6145930194 | 3646.02 | Sample4.hWT33.2.R1.fq.gz, Sample4.hWT33.2.R2.fq.gz, SRR873619, SRR873… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873620 | 29736379 | 6006748558 | 3540.43 | Sample5.hWT9.R1.fq.gz, Sample5.hWT9.R2.fq.gz, SRR873620, SRR873620.sr… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873621 | 32515014 | 6568032828 | 3869.79 | Sample6.hWT126.R1.fq.gz, Sample6.hWT126.R2.fq.gz, SRR873621, SRR87362… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873622 | 32683096 | 6601985392 | 3910.31 | Sample7.cCL5.R1.fq.gz, Sample7.cCL5.R2.fq.gz, SRR873622, SRR873622.sr… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873623 | 27535446 | 5562160092 | 3267.91 | Sample8.c018B.R1.fq.gz, Sample8.c018B.R2.fq.gz, SRR873623, SRR873623.… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873624 | 26952090 | 5444322180 | 3199.87 | Sample9.c029.1.R1.fq.gz, Sample9.c029.1.R2.fq.gz, SRR873624, SRR87362… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873625 | 12732732 | 2572011864 | 1512.34 | Sample10.c029.2.R1.fq.gz, Sample10.c029.2.R2.fq.gz, SRR873625, SRR873… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873626 | 15148977 | 3060093354 | 1794.4 | Sample11.b86.1.R1.fq.gz, Sample11.b86.1.R2.fq.gz, SRR873626, SRR87362… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873627 | 18026638 | 3641380876 | 2134.12 | Sample12.b86.2.R1.fq.gz, Sample12.b86.2.R2.fq.gz, SRR873627, SRR87362… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873628 | 72642414 | 14673767628 | 8652.29 | Sample13.bCL7B.R1.fq.gz, Sample13.bCL7B.R2.fq.gz, SRR873628, SRR87362… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873629 | 13698888 | 2767175376 | 1633.76 | Sample14.b53A.R1.fq.gz, Sample14.b53A.R2.fq.gz, SRR873629, SRR873629.… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873630 | 30447662 | 6150427724 | 3627.65 | Sample15.HUES6.R1.fq.gz, Sample15.HUES6.R2.fq.gz, SRR873630, SRR87363… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR873631 | 35617879 | 7194811558 | 4240.15 | Sample16.H1.R1.fq.gz, Sample16.H1.R2.fq.gz, SRR873631, SRR873631.sral… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR976113 | 21639169 | 1060319281 | 688.46 | Sample17.iPSC1.smRNA.fq.gz, SRR976113 | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR976114 | 22326366 | 1093991934 | 704.36 | Sample18.iPSC2.smRNA.fq.gz, SRR976114 | SRA |
Linked Publications (1)
Data Files (36)
| Accession | File Name | Stored Type | Output Type | Mapping Assembly | Size | Download | |
|---|---|---|---|---|---|---|---|
| — | Sample10.c029.2.R1.fq.gz | RNA-Seq | 1.5 GB | link | |||
| — | Sample10.c029.2.R2.fq.gz | RNA-Seq | 1.5 GB | link | |||
| — | Sample11.b86.1.R1.fq.gz | RNA-Seq | 1.8 GB | link | |||
| — | Sample12.b86.2.R1.fq.gz | RNA-Seq | 2.1 GB | link | |||
| — | Sample13.bCL7B.R1.fq.gz | RNA-Seq | 8.4 GB | link | |||
| — | Sample13.bCL7B.R1.fq.gz | RNA-Seq | 8.4 GB | link | |||
| — | Sample14.b53A.R1.fq.gz | RNA-Seq | 1.6 GB | link | |||
| — | Sample14.b53A.R1.fq.gz | RNA-Seq | 1.6 GB | link | |||
| — | Sample15.HUES6.R1.fq.gz | RNA-Seq | 3.5 GB | link | |||
| — | Sample15.HUES6.R1.fq.gz | RNA-Seq | 3.5 GB | link | |||
| — | Sample16.H1.R1.fq.gz | RNA-Seq | 4.1 GB | link | |||
| — | Sample16.H1.R1.fq.gz | RNA-Seq | 4.1 GB | link | |||
| — | Sample17.iPSC1.smRNA.fq.gz | RNA-Seq | 688.5 MB | link | |||
| — | Sample17.iPSC1.smRNA.fq.gz | RNA-Seq | 688.5 MB | link | |||
| — | Sample18.iPSC2.smRNA.fq.gz | RNA-Seq | 704.4 MB | link | |||
| — | Sample18.iPSC2.smRNA.fq.gz | RNA-Seq | 704.4 MB | link | |||
| — | Sample1.hADRC.1.R1.fq.gz | RNA-Seq | 3.1 GB | link | |||
| — | Sample1.hADRC.1.R1.fq.gz | RNA-Seq | 3.1 GB | link | |||
| — | Sample2.hADRC.2.R1.fq.gz | RNA-Seq | 4.1 GB | link | |||
| — | Sample3.hWT33.1.R1.fq.gz | RNA-Seq | 1.9 GB | link | |||
| — | Sample3.hWT33.1.R1.fq.gz | RNA-Seq | 1.9 GB | link | |||
| — | Sample4.hWT33.2.R1.fq.gz | RNA-Seq | 3.6 GB | link | |||
| — | Sample5.hWT9.R1.fq.gz | RNA-Seq | 3.5 GB | link | |||
| — | Sample6.hWT126.R1.fq.gz | RNA-Seq | 3.8 GB | link | |||
| — | Sample7.cCL5.R1.fq.gz | RNA-Seq | 3.8 GB | link | |||
| — | Sample7.cCL5.R1.fq.gz | RNA-Seq | 3.8 GB | link | |||
| — | Sample8.c018B.R1.fq.gz | RNA-Seq | 3.2 GB | link | |||
| — | Sample8.c018B.R1.fq.gz | RNA-Seq | 3.2 GB | link | |||
| — | Sample9.c029.1.R1.fq.gz | RNA-Seq | 3.1 GB | link | |||
| — | Sample9.c029.1.R1.fq.gz | RNA-Seq | 3.1 GB | link | |||
| — | SRR873617 | RNA-Seq | 4.1 GB | link | |||
| — | SRR873619 | RNA-Seq | 3.6 GB | link | |||
| — | SRR873620 | RNA-Seq | 3.5 GB | link | |||
| — | SRR873621 | RNA-Seq | 3.8 GB | link | |||
| — | SRR873626 | RNA-Seq | 1.8 GB | link | |||
| — | SRR873627 | RNA-Seq | 2.1 GB | link |