| Literature DB >> 25975375 |
Yong Long1, Junjun Yan2,3, Guili Song4, Xiaohui Li5,6, Xixi Li7,8, Qing Li9, Zongbin Cui10.
Abstract
BACKGROUND: Hypoxia and temperature stress are two major adverse environmental conditions often encountered by fishes. The interaction between hypoxia and temperature stresses has been well documented and oxygen is considered to be the limiting factor for the thermal tolerance of fish. Although both high and low temperature stresses can impair the cardiovascular function and the cross-resistance between hypoxia and heat stress has been found, it is not clear whether hypoxia acclimation can protect fish from cold injury.Entities:
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Year: 2015 PMID: 25975375 PMCID: PMC4432979 DOI: 10.1186/s12864-015-1560-y
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Figure 1Pre-acclimation to hypoxia increased the cold resistance of zebrafish larvae. (A) Flowchart of stressor exposure. Zebrafish embryos were incubated in air at 28°C from fertilization to 96 hpf and then pre-acclimated to hypoxia or cold for 24 h. Sample collection for RNA-seq and lethal hypoxia and cold exposure were performed at 120 hpf. (B and C) Survival rates of zebrafish larvae after lethal cold (B) and hypoxia (C). Data was shown as mean ± standard deviation (n = 5). Different letters above the error bars indicate significant difference (p < 0.05) between treatment groups. (D and E) Photographs of zebrafish larvae after lethal cold (D) and hypoxia (E) challenge. Dead fish displayed an obvious body curvature.
Statistics for read filtering and mapping
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| Total reads (M) | 19.80x2 | 24.72x2 | 19.48x2 | 30.53x2 | 26.85x2 | 28.45x2 |
| Good reads (M) | 38.05 | 47.76 | 37.62 | 58.76 | 51.94 | 54.91 |
| % Good reads | 96.09 | 96.61 | 96.58 | 96.24 | 96.72 | 96.52 |
| Processed reads (M) | 37.52 | 47.22 | 37.18 | 57.94 | 51.36 | 54.44 |
| Mapped reads (M) | 34.46 | 42.89 | 33.99 | 53.08 | 47.28 | 50.00 |
| % Mapped (M) | 91.84 | 90.83 | 91.42 | 91.61 | 92.06 | 91.84 |
| Total alignment (M) | 43.68 | 53.52 | 43.79 | 68.4 | 58.95 | 62.26 |
| Total potential splices (M) | 5.22 | 5.25 | 5.22 | 5.26 | 5.24 | 5.24 |
| % Reads mapped to junction | 15.15 | 12.24 | 15.36 | 9.91 | 11.08 | 10.48 |
| Unique mapping (M) | 33.35 | 41.72 | 33.54 | 51.65 | 45.49 | 48.24 |
| % Unique mapping | 76.35 | 77.95 | 76.59 | 75.51 | 77.17 | 77.48 |
Figure 2Gene expression regulated by hypoxia. (A and B) Distribution of FPKM values for genes expressed in the control (A) and hypoxia-acclimated (B) zebrafish larvae. The red interpolation line denotes a bimodal distribution of the frequency of FPKM. (C) Correlation of gene expression between the control and hypoxia-treated group. The up- and down-regulated genes were shown in red and blue, respectively. Genes not regulated by hypoxia treatment were shown in green.
Validation of RNA-seq data with qPCR
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| 1.2 | 1.4 |
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| 5.8 | 4.8 |
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| 1.6 | 2.7 |
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| 2.8 | 3.3 |
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| 2.2 | 3.6 |
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| 1.6 | 1.7 |
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| 1.8 | 3.4 |
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| 8.3 | 6.1 |
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| 1.9 | 1.9 |
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| 3.3 | 2.3 |
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| 3.5 | 3.5 |
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| 5.1 | 6.8 |
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| 2.1 | 2.6 |
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| 2.4 | 3.0 |
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| −2.3 | −2.0 |
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| −2.4 | −2.4 |
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| −1.8 | −1.9 |
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| −1.7 | −2.8 |
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| −1.7 | −2.4 |
Figure 3qPCR Validation of RNA-seq data. Expression of genes detected by RNA-seq was plotted against that of qPCR. The reference line indicates the linear correlation between the results of RNA-seq and qPCR.
Figure 4GO enrichment analysis of genes up-regulated by hypoxia. The size of circles is proportional to the number of genes associated with the GO term. The arrows represent the relationship between parent–child terms. The color scale indicates corrected p-value of enrichment analysis.
Genes co-induced by hypoxia and cold
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| 2.54 | 5.30 | Oxidation-reduction process |
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| 1.88 | 2.52 | Oxidation-reduction process |
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| 1.66 | 2.19 | Oxidation-reduction process |
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| 1.60 | 1.64 | Oxidation-reduction process, carnitine biosynthetic process |
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| 1.60 | 1.63 | Oxidation-reduction process, proton transport, ion transmembrane transport |
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| 1.90 | 1.51 | Oxidation-reduction process, proton transport, ion transmembrane transport |
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| 3.32 | 1.98 | Oxygen transport,vasculogenesis |
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| 2.88 | 1.62 | Oxygen transport |
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| 1.53 | 1.58 | Hemopoiesis, primitive erythrocyte differentiation |
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| 2.19 | 1.63 | Hemoglobin biosynthetic process, hemopoiesis, erythrocyte differentiation |
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| 1.76 | 2.28 | Hemoglobin biosynthetic process, cellular iron ion homeostasis, proteolysis |
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| 1.94 | 1.96 | Heme biosynthesis, tetrapyrrole biosynthetic process |
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| 2.46 | 1.75 | Heme biosynthetic process, protoporphyrinogen IX biosynthetic process |
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| 3.49 | 2.19 | Transferrin transport, cellular iron ion homeostasis, protein secretion |
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| 1.61 | 1.85 | Monocarboxylic acid transport, organic anion transport |
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| 1.61 | 1.96 | Transmembrane transport, ATP catabolic process |
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| 1.59 | 1.92 | Embryonic heart tube development |
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| 1.57 | 1.53 | Hatching gland development, erythrocyte differentiation, hemopoiesis |
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| 1.64 | 1.61 | Positive regulation of transcription, DNA-dependent |
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| 1.51 | 1.59 | Glycolysis/Gluconeogenesis |
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| 1.71 | 6.10 | No data |
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| 1.79 | 2.83 | No data |
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| 1.50 | 1.77 | No data |
Figure 5Genes co-induced by hypoxia and cold. The expression of genes in zebrafish larvae after hypoxia and cold pre-acclimation was characterized using qPCR. Data was shown as mean ± standard deviation (n = 3). Significant differences between control and hypoxia or cold exposed samples were demonstrated using asterisks. “*” p < 0.05, “**” p < 0.01 and “***” p < 0.001.
Figure 6Alternative promoter usage of hmbsb upon hypoxia and cold. (A) Read coverage at hmbsb locus. The upper panel shows the read coverage of representative sample from each treatment group and the bottom panel indicates the structure of hmbsb transcripts. The green box indicates the first exon determined by the alternative promoter. (B) Partial sequence alignment of Hmbsb peptides. (C) Relative abundance of hmbsb transcripts detected by RNA-seq. (D) 5′ ends of hmbsb cDNAs.
Figure 7Transcription start sites of hmbsb under different conditions. Total RNA samples from different treatment group were subjected to 5′ RACE, respectively. The 5′ ends of hmbsb cDNA were cloned and sequenced. The obtained sequences were aligned and classified into promoter and transcription start site groups.
Figure 8Cold- and hypoxia-acclimation alleviated oxidation damage upon lethal cold exposure. Larvae at 96 hpf were subjected to cold- or hypoxia-acclimation for 24 h and then incubated at 10°C for 12 h. The larvae in the same plate were homogenized for lipid peroxidation assays with a kit based on the reaction of thiobarbituric acid (TBA) with malondialdehyde (MDA). The MDA content was normalized to protein concentration. Data was shown as mean ± standard deviation (n = 3). Different letters above the error bars indicate significant differences (p < 0.05) among treatment groups.