| Literature DB >> 35488101 |
Fangzheng Shang1, Yu Wang2, Rong Ma3, Youjun Rong3, Min Wang3, Zhihong Wu3, Erhan Hai3, Jianfeng Pan3, Lili Liang3, Zhiying Wang3, Ruijun Wang3, Rui Su3, Zhihong Liu3, Yanhong Zhao3, Zhixin Wang3, Jinquan Li4,5,6, Yanjun Zhang7.
Abstract
microRNA (miRNA) is a type of endogenous short-chain non-coding RNA with regulatory function found in eukaryotes, which is involved in the regulation of a variety of cellular and biological processes. However, the research on the development of cashmere goat secondary hair follicles is still relatively scarce. In this study, small RNA libraries and mRNA libraries of 45 days, 55 days, 65 days, and 75 days of fetal skin of cashmere goats were constructed, and the constructed libraries were sequenced using Illumina Hiseq4000, and the expression profiles of miRNA and mRNA in cashmere goat fetal skin were obtained. The differentially expressed miRNAs and mRNAs in six control groups were identified and the qRT-PCR experiment shows that the sequencing results are accurate. Sixty-six miRNAs related to secondary hair follicle development were screened, and used TargetScan and miRanda to predict 33 highly expressed miRNA target genes. At the same time, 664 mRNAs related to the development of secondary hair follicles were screened, and GO enrichment and KEGG pathway analysis were performed. It was found that some miRNA target genes were consistent with the screening results of mRNAs related to secondary hair follicle development and were enriched in Notch signaling pathway, TGF-β signaling pathway. Therefore, miR-145-5p-DLL4, miR-27b-3p-DLL4, miR-30e-5p-DLL4, miR-193b-3p-TGF-β1, miR-181b-5p-NOTCH2, and miR-103-3p-NOTCH2 regulatory network related to the development of secondary hair follicles were constructed and the results of dual-luciferase reporter gene assay indicated that there is a targeted relationship between chi-miR-30e-5p and DLL4, which will provide a basis for molecular mechanism of miRNA-mRNA in the development of the hair follicles in cashmere goats.Entities:
Keywords: Cashmere goat; Functional analysis; Secondary hair follicle; mRNA; microRNA
Mesh:
Substances:
Year: 2022 PMID: 35488101 PMCID: PMC9550687 DOI: 10.1007/s10142-022-00842-y
Source DB: PubMed Journal: Funct Integr Genomics ISSN: 1438-793X Impact factor: 3.674
Quality control statistics of small RNA data
| Sample | Total Reads | Error% | Q20% | Q30% |
|---|---|---|---|---|
| d45_1 | 11,735,989 | 0.97 | 99.80 | 99.36 |
| d45_2 | 13,989,155 | 0.99 | 99.73 | 99.11 |
| d45_3 | 15,841,243 | 0.99 | 99.70 | 99.03 |
| d55_1 | 20,605,620 | 0.99 | 99.71 | 99.09 |
| d55_2 | 8,348,513 | 0.98 | 99.74 | 99.16 |
| d55_3 | 13,703,793 | 0.98 | 99.76 | 99.24 |
| d65_1 | 11,627,944 | 0.97 | 99.82 | 99.40 |
| d65_2 | 10,973,757 | 0.97 | 99.80 | 99.36 |
| d65_3 | 11,508,125 | 1.05 | 99.46 | 98.33 |
| d75_1 | 13,305,263 | 0.97 | 99.78 | 99.35 |
| d75_2 | 10,098,752 | 0.97 | 99.78 | 99.33 |
| d75_3 | 15,126,878 | 0.96 | 99.82 | 99.42 |
Figure 1miRNA length distribution.
Quality control statistics of long RNA data
| Sample | Raw Data | Valid Data | ValidRatio(reads) | Q20% | Q30% |
|---|---|---|---|---|---|
| Read | Read | ||||
| d45_1 | 83,377,840 | 80,991,260 | 97.14 | 99.97 | 98.33 |
| d45_2 | 80,073,650 | 77,655,516 | 96.98 | 99.97 | 98.33 |
| d45_3 | 91,499,974 | 87,070,648 | 95.16 | 99.98 | 98.41 |
| d55_1 | 100,354,248 | 96,199,486 | 95.86 | 99.98 | 98.45 |
| d55_2 | 91,779,488 | 88,089,256 | 95.98 | 99.98 | 98.53 |
| d55_3 | 94,888,486 | 91,438,886 | 96.36 | 99.98 | 98.48 |
| d65_1 | 90,684,330 | 87,483,330 | 96.47 | 99.97 | 98.17 |
| d65_2 | 102,708,880 | 99,047,498 | 96.44 | 99.98 | 98.47 |
| d65_3 | 80,732,910 | 77,823,688 | 96.40 | 99.97 | 98.34 |
| d75_1 | 81,140,600 | 77,983,860 | 96.11 | 99.98 | 98.45 |
| d75_2 | 83,141,742 | 80,115,068 | 96.36 | 99.98 | 98.46 |
| d75_3 | 82,917,418 | 79,990,864 | 96.47 | 99.97 | 98.33 |
Fig. 2Differentially expression miRNAs in different groups. The red column represents upregulated miRNA and the green column represents downregulated
Fig. 3Differentially expression mRNAs in different groups. The red column represents upregulated mRNA and the green column represents downregulated
Fig. 4Validation of differentially expressed miRNAs(A), mRNAs (B) at the 45d, 55d, 65d, and 75d by qRT-PCR
Fig. 5miRNAs (a) and mRNAs (b) associated with secondary hair follicle morphogenesis and development
Fig. 6GO analysis of differentially expressed mRNAs related to the morphogenesis and development of secondary hair follicles
Fig. 7KEGG analysis of differentially expressed mRNAs related to the morphogenesis and development of secondary hair follicles
Fig. 833 miRNAs related to secondary hair follicle development and their target genes
Fig. 9mRNA in important pathways and its targeted miRNA.
Fig. 10Verification of the targeting relationship between chi-miR-145b-5p,chi-miR-30e-5p and DLL4 in Inner Mongolia cashmere Goat. (A) chi-miR-145-5p and DLL4 3’-UTR binding sites and mutation sites. (B) chi-miR-30e-5p and DLL4 3’-UTR binding sites and mutation sites. (C) Verification of the interaction between chi-miR-30e-5p and DLL4 3’-UTR detected by a dual-luciferase reporter gene assay (P > 0.05) (D) Verification of the interaction between chi-miR-30e-5p and DLL4 3’-UTR detected by a dual-luciferase reporter gene assay (***P < 0.001). Results in C and D are expressed as mean 6 standard error of the mean (SEM)