| Literature DB >> 36226183 |
Yingping Wu1, Haiying Li1, Xiaoyu Zhao1, Gulnar Baki1, Chen Ma1, Yingying Yao1, Jiahui Li1, Yang Yao1, Lin Wang1.
Abstract
The aim of this study was to explore the potential biological function of circular RNAs (circRNAs) in the sperm motility traits of Xinjiang Yili geese, and to provide a reference for analyzing the mechanism of regulation of Yili geese sperm motility. The 10 selected Xinjiang Yili Geese with high or low sperm motility (five for each group) were 3 years old, in good health, and were kept in the same feeding conditions. Yili geese were slaughtered for the collection of testicular tissue and high-throughput sequencing technology was used to screen differentially expressed circRNAs for bioinformatics analysis. Combined with the previously screened miRNAs related to the sperm motility of Yili geese, the circRNAs miRNAs regulatory network was constructed. The results showed that a total of 26,311 circRNAs were obtained from testicular tissues with high and low sperm motility, and 173 DECs were screened between the two groups (p < 0.05, |log2Foldchange|>0), of which 82 were up-regulated and 91 were down-regulated. Functional analysis of the source genes of these DECs showed that the source genes were mainly involved in biological processes. KEGG enrichment analysis showed that the source genes of DECs were mainly enriched in autophagy-animal, ubiquinone and other terpenoid-quinone biosynthesis, progesterone-mediated oocyte maturation, regulation of the actin cytoskeleton and other pathways. Furthermore, the visual regulatory network of differential circRNA-miRNA-mRNA was constructed, including 20 circRNAs, 18 miRNAs and 177 mRNAs, and nine core regulatory circRNAs were screened, including novell_circ_0045314, novel_circ_0019994 and novel_circ_0020422, etc., targeting ppy-mir-16, hsa-mir-221-3p, gga-mir-499-5p, etc. The results suggest that circRNAs may interact with miRNAs to further regulate mRNA to regulate sperm motility in Yili geese, so as to provide a reference for analyzing the molecular mechanism of sperm motility regulation.Entities:
Keywords: circrnas; sperm motility; testis; transcriptomic; yili geese
Year: 2022 PMID: 36226183 PMCID: PMC9548634 DOI: 10.3389/fgene.2022.970097
Source DB: PubMed Journal: Front Genet ISSN: 1664-8021 Impact factor: 4.772
Sperm motility and fertilization rate of Yili geese with high and low sperm motility.
| Item | HFR-1 (%) | HFR-2 (%) | HFR-3 (%) | HFR-4 (%) | HFR-5 (%) | Mean ± SD | LFR-1 (%) | LFR-2 (%) | LFR-3 (%) | LFR-4 (%) | LFR-5 (%) | Mean ± SD |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sperm motility (%) | 77.31 | 70.73 | 63.27 | 58.40 | 58.42 | 65.63%±8.25% | 31.67 | 37.48 | 32.46 | 39.49 | 38.09 | 35.84%±3.53% |
| Fertilization rate (%) | 98.33 | 97.50 | 94.17 | 93.24 | 91.77 | 95.00%±2.81% | 40.99 | 43.45 | 43.50 | 49.36 | 46.67 | 44.79%±3.25% |
Evaluation of sequencing data quality.
| Sample name | Raw reads | Clean reads | Q20 (%) | Q30 (%) | GC content (%) | Total mapped | Uniquely mapped |
|---|---|---|---|---|---|---|---|
| HFR_1 | 86,345,158 | 85,695,512 | 97.65 | 93.43 | 47.19 | 78,316,871 (91.39%) | 73,750,086 (86.06%) |
| HFR_2 | 105,769,898 | 104,987,610 | 97.63 | 93.38 | 46.50 | 96,332,847 (91.76%) | 92,098,738 (87.72%) |
| HFR_3 | 93,937,816 | 93,265,686 | 97.49 | 93.06 | 46.53 | 85,686,995 (91.87%) | 82,404,051 (88.35%) |
| HFR_4 | 105,232,800 | 104,604,358 | 97.63 | 93.39 | 46.81 | 96,203,761 (91.97%) | 92,639,975 (88.56%) |
| HFR_5 | 107,655,208 | 106,848,128 | 97.61 | 93.36 | 47.22 | 98,144,265 (91.85%) | 94,536,194 (88.48%) |
| LFR_1 | 104,869,524 | 103,850,998 | 97.60 | 93.37 | 47.40 | 95,013,805 (91.49%) | 90,797,347 (87.43%) |
| LFR_2 | 82,214,726 | 81,594,444 | 97.68 | 93.48 | 46.60 | 74,489,752 (91.29%) | 71,049,348 (87.08%) |
| LFR_3 | 106,378,240 | 105,732,972 | 97.60 | 93.28 | 45.40 | 97,160,534 (91.89%) | 94,049,495 (88.95%) |
| LFR_4 | 84,278,058 | 83,586,102 | 97.53 | 93.11 | 45.80 | 77,212,079 (92.37%) | 74,728,549 (89.40%) |
| LFR_5 | 101,369,790 | 100,638,104 | 97.60 | 93.28 | 46.65 | 92,182,939 (91.60%) | 87,737,183 (87.18%) |
FIGURE 1circRNAs difference between HFR and LFR. The big circle represents each comparison combination, the sum of the numbers in each big circle represents the total number of circrnas identified by the comparison combination, and the overlapping part of the circle represents the number of circrnas common between the combinations.
Annotation of host genes associated with gander reproduction for partial circRNAs.
| circRNAs | Host genes | Description | position |
|---|---|---|---|
| novel_circ_0013754 |
| BOVIN Spermatogenesis-associated protein 5-like protein 1 | chr19:22147438–22148362 |
| novel_circ_0008443 |
| MOUSE Spermatogenesis-associated protein 5 | chr15:12275327–12294121 |
| novel_circ_0007364 |
| HUMAN Spermatogenesis-associated protein 6 | chr14:23958879–23965428 |
| novel_circ_0000297 |
| HUMAN Spermatogenesis-associated protein 17 | chr10:17374912–17389052 |
| novel_circ_0041302 |
| HUMAN Spermatogenesis-associated protein 48 | chr8:26482947–26486091 |
| novel_circ_0004385 |
| HUMAN Dual specificity testis-specific protein kinase 1 | chr12:25506529–25508863 |
| novel_circ_0041026 |
| CHICK Testis-expressed protein 10 homolog | chr8:19326415–19339250 |
| novel_circ_0033683 |
| HUMAN Testis-specific gene 10 protein | chr4:37691305–37693198 |
| novel_circ_0004352 |
| RAT Sperm flagellar protein 2 | chr12:23705501–23734451 |
| novel_circ_0014569 |
| MACFA Cilia- and flagella-associated protein 206 | chr1:20634161–20635541 |
| novel_circ_0014350 |
| MOUSE Intraflagellar transport protein 172 homolog | chr1:141083–142558 |
FIGURE 2Length distribution of circRNAs.
FIGURE 3circRNA chromosome distribution.
FIGURE 4circRNA source statistics.
FIGURE 5Differential circRNA volcano map. Differentially expressed circRNAs were filtered using a p < 0.05 as a threshold. Red spots represent up-regulated circRNAs, and green spots indicate down-regulated circRNAs. Blue spots represent circRNAs that did not show obvious changes between the HFR and LFR samples.
FIGURE 6Differential circRNA cluster map. The horizontal axis is the sample, and the vertical axis is the differential gene. The left side clusters the genes according to the expression similarity, and the upper part clusters each sample according to the expression profile similarity. The expression level gradually increases from blue to red, and the number is the relative expression level after homogenization.
FIGURE 7GO enrichment map. The horizontal axis represents the GO term of the next level of the three categories of GO, and the vertical axis represents the p value ranges.
GO enrichment analysis of circRNA host genes.
| Item | GO Terms |
| Gene number | Gene names | GO_accession |
|---|---|---|---|---|---|
| Cellular component | microtubule organizing center | 0.033481 | 2 |
| GO:0005815 |
| integral to Golgi membrane | 0.026197 | 1 |
| GO:0030173 | |
| intrinsic to Golgi membrane | 0.026197 | 1 |
| GO:0031228 | |
| Molecular function | adenyl nucleotide binding | 0.047514 | 12 |
| GO:0030554 |
| cytoskeletal protein binding | 0.046215 | 5 |
| GO:0008092 | |
| actin binding | 0.027103 | 4 |
| GO:0003779 | |
| ATPase regulator activity | 0.010083 | 2 |
| GO:0060590 | |
| Biological process | cellular component organization | 0.049637 | 9 |
| GO:0016043 |
| multi-organism process | 0.031369 | 7 |
| GO:0051704 | |
| DNA metabolic process | 0.04148 | 7 |
| GO:0006259 | |
| symbiosis, encompassing mutualism through parasitism | 0.0051803 | 6 |
| GO:0044403 | |
| interspecies interaction between organisms | 0.0056309 | 6 |
| GO:0044419 |
FIGURE 8KEGG enrichment map. The vertical axis represents the pathway name, the horizontal axis represents rich factor, the size of the point represents the number of differentially expressed genes in this pathway, and the color of the point corresponds to different p value ranges.
KEGG enrichment analysis of circRNA host genes.
| Item | KEGG pathway |
| Gene number | Gene names | KEGG_ID |
|---|---|---|---|---|---|
| KEGG PATHWAY | Autophagy-animal | 0.017301176 | 3 |
| acyg04140 |
| Ubiquinone and other terpenoid-quinone biosynthesis | 0.046647725 | 1 |
| acyg00130 | |
| Progesterone-mediated oocyte maturation | 0.051907408 | 2 |
| acyg04914 | |
| Oocyte meiosis | 0.079218003 | 2 | Cpeb3,BUB1 | acyg04114 | |
| Metabolic pathways | 0.223388493 | 8 |
| acyg01100 |
FIGURE 9Interaction diagram of differential circRNA-miRNA-mRNA network. Triangle nodes represent the targeted miRNAs, circular nodes show circRNAs, and squares nodes show mRNA. Red color represent up-regulated, and green color indicate down-regulated.
FIGURE 10Comparison of qRT-PCR and RNA-seq results. Total RNA extracted from the hypothalami, pituitary glands, and ovaries tissues that were measured by qRT-PCR analysis; relative expression levels were calculated according to the 2−∆∆Ct method using GAPDH as an internal reference gene.