| Literature DB >> 26427061 |
Yasuhiko Murata1, Takako Yasuda2, Tomomi Watanabe-Asaka2, Shoji Oda2, Akiko Mantoku3, Kazuhiro Takeyama3, Masahiro Chatani3, Akira Kudo3, Satoko Uchida4, Hiromi Suzuki4, Fumiaki Tanigaki5, Masaki Shirakawa5, Koichi Fujisawa6, Yoshihiko Hamamoto7, Shuji Terai8, Hiroshi Mitani2.
Abstract
To understand how humans adapt to the space environment, many experiments can be conducted on astronauts as they work aboard the Space Shuttle or the International Space Station (ISS). We also need animal experiments that can apply to human models and help prevent or solve the health issues we face in space travel. The Japanese medaka (Oryzias latipes) is a suitable model fish for studying space adaptation as evidenced by adults of the species having mated successfully in space during 15 days of flight during the second International Microgravity Laboratory mission in 1994. The eggs laid by the fish developed normally and hatched as juveniles in space. In 2012, another space experiment ("Medaka Osteoclast") was conducted. Six-week-old male and female Japanese medaka (Cab strain osteoblast transgenic fish) were maintained in the Aquatic Habitat system for two months in the ISS. Fish of the same strain and age were used as the ground controls. Six fish were fixed with paraformaldehyde or kept in RNA stabilization reagent (n = 4) and dissected for tissue sampling after being returned to the ground, so that several principal investigators working on the project could share samples. Histology indicated no significant changes except in the ovary. However, the RNA-seq analysis of 5345 genes from six tissues revealed highly tissue-specific space responsiveness after a two-month stay in the ISS. Similar responsiveness was observed among the brain and eye, ovary and testis, and the liver and intestine. Among these six tissues, the intestine showed the highest space response with 10 genes categorized as oxidation-reduction processes (gene ontogeny term GO:0055114), and the expression levels of choriogenin precursor genes were suppressed in the ovary. Eleven genes including klf9, klf13, odc1, hsp70 and hif3a were upregulated in more than four of the tissues examined, thus suggesting common immunoregulatory and stress responses during space adaptation.Entities:
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Year: 2015 PMID: 26427061 PMCID: PMC4591011 DOI: 10.1371/journal.pone.0138799
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1No morphological alteration appeared except in the ovary after two months in the International Space Station.
H&E staining of tissues in the ground control (GC) and spaceflight (SF) groups. Histology is shown of the caudal part of the intestine, and the liver, ovary, and testis. Scale bars = 100, 200, 50, and 50 μm for images of the intestine, liver, ovary, and testis, respectively. Arrowheads show the previtellogenic stage oocytes. Ga: cyst of type A spermatogonia, Gb: cyst of type B spermatogonia, Sc: cyst of spermatocyte, Sp: sperm mass, St: cyst of spermatocyte
Total numbers of genes and numbers of genes with at least a twofold increase or decrease in gene expression in SF tissues.
| Brain | Eyes | Ovary | Testis | Liver | Intestine | |
|---|---|---|---|---|---|---|
| Twofold increase | 91* | 112* | 1562* | 731* | 378* | 2279 |
| Twofold decrease | 45* | 84* | 240* | 249* | 648* | 492 |
| Total numbers of genes | 13528 | 14459 | 10836 | 11887 | 7385 | 9905 |
Asterisks indicated p < 0.0001 as compared to the intestine by Fisher’s exact test. SF: spaceflight
GO analysis of genes differentially expressed in the SF brain.
| GO ID | GO term | Upregulation /Downregulation | Number of genes with upregulation / downregulation in GO category | Number of genes in GO category | p-value |
|---|---|---|---|---|---|
| GO:0071889 | 14-3-3 protein binding | Up | 3 | 18 | 2.23E–04 |
| GO:0030049 | Muscle filament sliding | Down | 6 | 27 | 2.69E–10 |
| GO:0005861 | Troponin complex | Down | 3 | 6 | 6.83E–07 |
| GO:0003009 | Skeletal muscle contraction | Down | 3 | 10 | 4.06E–06 |
| GO:0030017 | Sarcomere | Down | 3 | 24 | 6.63E–05 |
| GO:0008307 | Structural constituents of muscle | Down | 3 | 25 | 7.52E–05 |
| GO:0006096 | Glycolytic processes | Down | 3 | 35 | 2.09E–04 |
| GO:0006094 | Gluconeogenesis | Down | 3 | 38 | 2.67E–04 |
| GO:0008092 | Cytoskeletal protein binding | Down | 3 | 39 | 2.89E–04 |
| GO:0006600 | Creatine metabolic process | Down | 2 | 10 | 4.79E–04 |
| GO:0003779 | Actin binding | Down | 5 | 217 | 7.35E–04 |
| GO:0006936 | Muscle contraction | Down | 3 | 56 | 8.43E–04 |
The table lists the GO annotation terms for 91 genes that showed at least a twofold increase (S1 Table) or 45 genes that showed at least a twofold decrease in expression levels (S2 Table). The GO annotation terms show their statistically acceptable p-values (<0.05). SF: spaceflight
GO terms for genes with more than a twofold expression in the SF intestine.
| GO ID | GO term | Number of genes with upregulation / downregulation in GO category | Number of genes in GO category | p-value |
|---|---|---|---|---|
| GO:0005829 | Cytosol | 470 | 1592 | 2.75E–11 |
| GO:0000502 | Proteasome complex | 21 | 31 | 1.41E–07 |
| GO:0070062 | Extracellular vesicular exosome | 373 | 1346 | 8.51E–06 |
| GO:0002479 | Antigen processing and presentation of exogenous peptide antigens via MHC class I molecules | 23 | 43 | 1.36E–05 |
| GO:0002474 | Antigen processing and presentation of exogenous peptide antigens via MHC class I molecules | 28 | 57 | 1.38E–05 |
| GO:0042590 | Antigen processing and presentation of exogenous peptide antigens via MHC class I molecules | 24 | 46 | 1.55E–05 |
| GO:0006915 | Apoptotic processes | 110 | 337 | 2.49E–05 |
| GO:0000278 | Mitotic cell cycle | 77 | 221 | 3.63E–05 |
| GO:0051084 |
| 15 | 24 | 3.89E–05 |
| GO:0006977 | DNA damage response | 20 | 38 | 6.74E–05 |
The table lists the GO annotation terms for 2279 genes in S5 Table that showed at least a twofold increase in gene expression. There were no GO annotation terms for 492 genes in S6 Table that showed at least a twofold decrease in gene expression. The GO annotation terms show their statistically acceptable p-values (<0.05). MHC: major histocompatiblity complex, SF: spaceflight
Expression levels and SR of genes associated with egg growth in the ovary of the GC and SF groups.
| Gene symbol | Gene name | Ensembl | RPKM (GC) | RPKM (SF) | SR |
|---|---|---|---|---|---|
| 1-sf | L-SF precursor | 010134 | 7.23 | 2.22 | –1.70 |
| ZP2(1 of 3) | Zona pellucida glycoprotein 2 | 006621 | 457.84 | 355.68 | –0.36 |
| ZP2(2 of 3) | Si: dkeyp-50f7.2 | 012471 | 2068.80 | 2059.62 | –0.01 |
| ZP2 (3 of 3) | Si: ch211-223m11.2 | 012527 | 1223.85 | 1321.62 | 0.11 |
| zp3b | Zona pellucida glycoprotein 3b | 016064 | 678.32 | 710.87 | 0.07 |
| Choriogenin H minor | 010086 | 1.61 | 0.65 | –1.31 | |
| Choriogenin H precursor | 010880 | 7.42 | 2.61 | –1.51 | |
| ZPB domain-containing protein | 016580 | 1824.70 | 1722.53 | –0.08 | |
| ZPC domain containing protein 3 | 009867 | 907.89 | 876.16 | –0.05 |
Gene IDs and their descriptions (http://www.ensembl.org/Oryzias_latipes/Info/Index)
Acc: account, GC: ground control, RPKM: Reads Per Killobases per Million, SF: spaceflight, Si: gene represented by annotated genomic sequence from the Sanger Institute, SR: space responsiveness = Log2(RPKM of SFs/RPKM of GCs), ZFIN: Zebrafish Model Organism Database
Fig 2Hierarchical cluster analysis of gene expression levels derived by conditional tree clustering.
The top 400 genes ranked by Total Space Responsiveness (||TSR||) were analyzed using Cluster version 3.0. Red and green indicate increases and decreased expression levels of each gene in response to spaceflight, respectively.
Genes with high SR values (>1 or <-1) in more than four tissues,
| Gene symbol | Gene name | Ensembl | SR (Brain) | SR (Eye) | SR (Ovary) | SR (Testis) | SR (Liver) | SR (Intestine) | ||Z|| |
|---|---|---|---|---|---|---|---|---|---|
| dusp1 | Dual specificity phosphatase 1 | 006559 | 1.31* | 1.12* | 1.18* | 0.40 | 1.02* | 0.81 | 2.49 |
| hif1a1 | Hypoxia-inducible factor 1, alpha subunit-like | 002004 | 0.31 | 0.28 | 1.25* | 1.42* | 1.49* | 1.30* | 2.76 |
| hsp70.3 | Heat shock cognate 70-kd protein, tandem duplicate 3 | 000233 | 2.06* | 2.14* | –0.16 | –0.34 | 2.57* | 1.47* | 4.21 |
| keap1a | Kelch-like ECH-associated protein 1a | 013993 | –0.13 | –0.41 | –1.51* | –1.52* | –1.00* | –1.11* | 2.64 |
| klf9 | Kruppel-like factor 9 | 010690 | 2.69* | 2.72* | 0.59 | 0.40 | 4.48* | 4.34* | 7.35 |
| klf13 | Kruppel-like factor 13 | 007542 | 2.06* | 1.25* | 0.35 | 1.35* | 1.88* | 2.56* | 4.22 |
| mat2ab | Methionine adenosyltransferase II, alpha b | 006298 | 0.23 | 0.10 | 1.44* | 1.26* | 2.36* | 1.22* | 3.28 |
| nrld4b | Nuclear receptor subfamily 1, group D, member 4b | 015399 | –0.02 | 1.29* | 1.38* | 1.68* | 0.34 | 1.16* | 2.80 |
| odc1 | Ornithine decarboxylase 1 | 017758 | –0.43 | –0.23 | 2.04* | 1.04* | 2.44* | 3.07* | 4.57 |
| tmem39a | Transmembrane protein 39A | 003717 | 0.21 | –0.11 | 1.34* | 1.14* | 1.98* | 1.05* | 2.86 |
| usp10 | Ubiquitin-specific peptidase 10 | 007919 | –0.36 | –0.24 | 1.19* | 1.07* | 1.46* | 1.06* | 2.45 |
| zfp36 | Zgc: 162730 | 008378 | 1.76* | 1.55* | 1.28* | 0.31 | –0.27 | 1.84* | 3.27 |
Acc: account, RPKM: Reads Per Killobases per Million, SR: space responsiveness = Log2(RPKM of SFs/RPKM of GCs), ||Z||: absolute z score, ZFIN: Zebrafish Model Organism Database. Asterisks indicate high (≥1) or low (≤-1) SR value.
Space responsive genes in the intestine–categorized as GO:0055114.
| Gene symbol | Gene name | Ensembl Oryzias latipes Gene ID | SR (Intestine) | SR (Brain) | SR (Eye) | SR (Ovary) | SR (Testis) | SR (Liver) | ||Z|| |
|---|---|---|---|---|---|---|---|---|---|
| prdx1 | Peroxiredoxin 1 | 010533 | 4.66 | –0.15 | 0.07 | –0.42 | –0.36 | 0.53 | 4.72 |
| GSTO1 | Glutathione S-transferase omega 1 | 006201 | 3.43 | –0.27 | –0.05 | –0.32 | –0.64 | –0.07 | 3.52 |
| cyba | Cytochrome b-245, alpha polypeptide | 009360 | 3.45 | –0.60 | –0.46 | –1.29 | 0.11 | –0.48 | 3.79 |
| steap3 | STEAP family member 3, metalloreductase | 004437 | 3.43 | –0.20 | 0.11 | –0.06 | –0.20 | 0.17 | 3.45 |
| pgd | Phosphogluconate hydrogenase | 005212 | 3.02 | –0.19 | –0.16 | 0.45 | 0.28 | 0.21 | 3.08 |
| arf2 | ADP-ribosylation factor 2 | 014113 | 2.79 | –0.13 | 0.03 | 0.42 | 0.17 | 0.02 | 2.83 |
| txndc2 | Thioredoxin domain-containing 2 | 007575 | 2.52 | 0.08 | 0.17 | 0.08 | –0.27 | –0.16 | 2.55 |
| scdb | Stearoyl-CoA desaturase b | 006839 | –2.76 | –0.26 | –0.17 | 1.01 | 0.80 | 0.47 | 3.10 |
| hsd11b1l | 11-beta-hydroxysteroid dehydrogenase type 3 | 004562 | –2.88 | –0.02 | –0.39 | –0.77 | 0.31 | –0.69 | 3.10 |
| cdo1 | Cysteine dioxygenase type 1 | 003390 | –5.83 | 0.14 | 0.72 | –2.12 | –0.21 | –0.67 | 6.28 |
Genes are aligned in descending order of SR values in the intestine. Acc: account, HGNC: Human Genome Organisation Gene Nomenclature Committee, RPKM: Reads Per Killobases per Million, Si: gene represented by annotated genomic sequence from the Sanger Institute, SR: space responsiveness = Log2(RPKM of SFs/RPKM of GCs), ||Z||: absolute z score, ZFIN: Zebrafish Model Organism Database
GO terms for genes differentially expressed in the SF eye.
| GO ID | GO term | Upregulation / Downregulation | Number of genes with upregulation / downregulation in GO category | Number of genes in GO category | p-value |
|---|---|---|---|---|---|
| GO:0071889 | 14-3-3 protein binding | Up | 4 | 20 | 1.50E–05 |
| GO:0001076 | RNA polymerase II transcription factor binding activity | Down | 3 | 10 | 2.20E–05 |
| GO:0006953 | Acute phase response | Down | 3 | 15 | 8.18E–05 |
The table lists the GO annotation terms for 112 genes in S3 Table that showed at least a twofold increase in gene expression and 84 genes in S4 Table that showed at least a twofold decrease in gene expression. The GO annotation terms show their statistically acceptable p-values (<0.05). SF: spaceflight