| Literature DB >> 31936283 |
Haoyuan Han1,2, Hong Dong3, Qiuming Chen2, Yuan Gao2, Jun Li1, Wantao Li4, Ruihua Dang2, Chuzhao Lei2.
Abstract
Testes produce sperm, and investigations into gene expression in the testes will enhance the understanding of the roles of testicular genes in male reproduction. Cryptorchidism, the failure of one or both testes to descend into the scrotal sac, is a common congenital malformation in horses. The major clinical consequence of this abnormality is impaired fertility. The aim of this study was to analyze the expression patterns of testicular genes and to identify the differentially expressed genes (DEGs) in testes between cryptorchid and normal horses. In this study, the gene expression patterns in equine testes and the DEGs between mature descended testes (DTs) and undescended testes (UDTs) were identified by RNA-seq and validated by real-time qPCR. Our results provide comprehensive transcriptomic data on equine testes. The transcriptomic analysis revealed 11 affected genes that were downregulated in UDTs, possibly as a result of the higher temperature in the abdomen than in the scrotal sac. These 11 genes have previously been associated with male reproduction, and their downregulation might explain the impaired fertility of cryptorchid horses. Two homozygous missense mutations detected in horses with cryptorchidism were absent in normal horses and were listed as potential pathogenic mutations; these mutations should be verified in the future.Entities:
Keywords: cryptorchidism; differentially expressed genes; horse; testes; transcriptome
Year: 2020 PMID: 31936283 PMCID: PMC7022935 DOI: 10.3390/ani10010102
Source DB: PubMed Journal: Animals (Basel) ISSN: 2076-2615 Impact factor: 2.752
Summary of the transcripts in horse testicular tissues.
| Sample | Raw Reads | Clean Reads | Clean Bases | Total Mapped Reads | Multiple Mapped Reads | Uniquely Mapped Reads |
|---|---|---|---|---|---|---|
| CKY1 | 61,721,592 | 59,762,158 | 8,700,950,792 | 52,179,635 (87.31%) | 813,963 (1.36%) | 50,385,369 (84.31%) |
| CKY2a | 77,719,686 | 75,527,312 | 10,936,704,233 | 66,175,695 (87.62%) | 1,074,061 (1.42%) | 63,821,947 (84.50%) |
| CKY2b | 72,480,272 | 70,588,360 | 10,234,970,744 | 62,176,229 (88.08%) | 1,002,706 (1.42%) | 60,005,651 (85.01%) |
| CKY3 | 92,420,914 | 88,846,736 | 12,869,802,573 | 78,285,911 (88.11%) | 1,305,326 (1.47%) | 75,421,193 (84.89%) |
| GU1 | 74,459,300 | 72,055,254 | 10,494,742,859 | 63,316,272 (87.87%) | 994,823 (1.38%) | 61,130,797 (84.84%) |
| GU2 | 73,099,626 | 70,758,154 | 10,296,493,984 | 61,319,858 (86.66%) | 1,017,616 (1.44%) | 59,085,846 (83.50%) |
| GU3 | 79,108,430 | 76,613,632 | 11,153,734,663 | 67,734,267 (88.41%) | 1,113,341 (1.45%) | 65,306,502 (85.24%) |
| GU4a | 73,056,308 | 70,657,318 | 10,241,905,462 | 60,878,044 (86.16%) | 980,165 (1.39%) | 58,722,122 (83.11%) |
| GU4b | 65,345,248 | 63,299,092 | 9,212,135,314 | 55,446,209 (87.59%) | 869,078 (1.37%) | 53,551,478 (84.60%) |
| GU5 | 62,041,338 | 59,931,894 | 8,714,823,986 | 52,460,612 (87.53%) | 831,832 (1.39%) | 50,626,486 (84.47%) |
| average | 73,145,271 | 70,803,991 | 10,285,626,461 | 61,997,273 (87.53%) | 1,000,291 (1.41%) | 59,805,739 (84.45%) |
Figure 1PCA of horse testicular tissues. CKYa represents CKY2a; CKY represents CKY1 and CKY3; GU represents GU1, GU2, GU3, and GU5; GUa represents GU4a; CKY2b represents CKY2b; and GUb represents GU4b.
Figure 2Top 30 genes expressed in horse testicular tissue. (A) Gene expression in Guanzhong and Chakouyi horses. (B) Gene expression in DTs and UDTs of cryptorchids. (C) Gene expression in DTs of normal horses and UDTs of cryptorchids.
Figure 3Volcano plot displaying the DEGs in horse testicular tissue. Red dots: upregulated genes. Green dots: downregulated genes. (A) DEGs between Guanzhong and Chakouyi horses. (B) DEGs between DTs and UDTs of cryptorchids. (C) DEGs between DTs of normal horses and UDTs of cryptorchids.
Figure 4Correlations in the mRNA expression levels of 13 randomly selected DEGs in equine testicular tissues using RNA-seq and qPCR. The x- and y-axes show the log2 ratios of mRNA levels as measured by RNA-seq and qPCR, respectively.
Figure 5Distributions of the GO and KEGG categories assigned to the DEGs in horse testicular tissues. The x-axis indicates the GO and KEGG groups, and the y-axis indicates the number of genes associated with the group. (A) Functional characterization of the DEGs between Guanzhong and Chakouyi horses. (B) Functional characterization of the DEGs between DTs and UDTs of cryptorchids. (C) Functional characterization of the DEGs between DTs of normal horses and UDTs of cryptorchids. The number of genes is shown on top of each bar.
Figure 6Venn diagram of the unigenes distributed in three groups. Group 1: DEGs between Guanzhong and Chakouyi horses; group 2: DEGs between DTs and UDTs of cryptorchids; group 3: DEGs between DTs of normal horses and UDTs of cryptorchids.
Figure 7Distribution of the GO and KEGG categories assigned to the DEGs in groups 2 and 3. (A) GO terms assigned to 4162 DEGs. (B) Eight KEGG pathways assigned to 4162 DEGs.
Candidate SNPs associated with cryptorchidism.
| Gene | NCBI Accession Number | Exon | Nucleotide | Protein | Genotype | |
|---|---|---|---|---|---|---|
| Normal Horse | Cryptorchid Horse | |||||
| LOC102147809 | XM_005602655.2 | exon 1 | c.A14G | p.E5G | AA | AG |
| ZNF37A | XM_005602647.2 | exon 5 | c.T450A | p.H150Q | TT | TA |
| DDX60L | XM_014737782.1 | exon 22 | c.G2747A | p.R916Q | GG | GA |
| FNIP2 | XM_005607793.2 | exon 13 | c.C2612T | p.T871M | GG | GA |
| c.C2231T | p.T744I | GG | GA | |||
| C3H16orf46 | XM_001501937.3 | exon 3 | c.G62C | p.S21T | CC | CG |
| GK2 | NM_001256933.1 | exon 1 | c.A230G | p.E77G | AA | AG |
| BMP2K | XM_014738530.1 | exon 10 | c.C1109T | p.T370M | GG | GA |
| PNPLA8 | XM_005609080.2 | exon 10 | c.C2110T | p.P704S | GG | GA |
| ALDH9A1 | XM_001492799.4 | exon 1 | c.C125T | p.A42V | CC | CT |
| LOC100058290 | XM_001495326.4 | exon 7 | c.C479G | p.A160G | GG | GC |
| GPSM2 | XM_001493568.5 | exon 14 | c.G2006A | p.S669N | CC | CT |
| TMEM198 | XM_001494150.4 | exon 1 | c.G242T | p.R81L | GG | GT |
| LOC102148548 | XM_014741362.1 | exon 3 | c.G2650A | p.D884N | CC | CT |
| c.G2627C | p.R876T | CC | CG | |||
| c.G2068A | p.V690M | CC | CT | |||
| c.A1679T | p.E560V | TT | TA | |||
| c.A1648G | p.M550V | TT | TC | |||
| c.C581T | p.P194L | GG | GA | |||
| c.A437T | p.Q146L | TT | TA | |||
| c.A369T | p.L123F | TT | TA | |||
| c.T362C | p.M121T | AA | AG | |||
| c.A354C | p.E118D | TT | TG | |||
| c.G278A | p.S93N | CC | CT | |||
| PPP1R42 | XM_005613086.2 | exon 8 | c.A799G | p.I267V | AA | GG |
| TMEM68 | NM_001309262.1 | exon 1 | c.A70G | p.I24V | AA | AG |
| HACE1 | XM_014734298.1 | exon 20 | c.A2257G | p.M753V | TT | TC |
| FBF1 | XM_005597144.2 | exon 9 | c.C614T | p.P205L | CC | CT |
| ABCA9 | XM_001916991.3 | exon 8 | c.T974C | p.V325A | TT | TC |
| HIRIP3 | XM_014730026.1 | exon 4 | c.A958G | p.K320E | TT | TC |
| ANKRD31 | XM_014730406.1 | exon 11 | c.G1451T | p.R484L | GG | GT |
| exon 15 | c.A2804G | p.Y935C | AA | AG | ||
| exon 19 | c.T3918A | p.H1306Q | TT | TA | ||
| c.C3922T | p.R1308W | CC | CT | |||
| RMDN2 | XM_005600050.2 | exon 2 | c.A13G | p.T5A | TT | TC |
| VWA8 | XM_001493030.5 | exon 41 | c.G5224A | p.A1742T | GG | GA |
| CCDC168 | XM_014732045.1 | exon 3 | c.A16781G | p.E5594G | TT | TC |
| c.C14732G | p.P4911R | GG | GC | |||
| c.A10753T | p.N3585Y | TT | TA | |||
| c.G10363A | p.E3455K | CC | CT | |||
| POM121L2 | XM_001495084.5 | exon 1 | c.A397C | p.T133P | TT | TG |
| SKIV2L | XM_001492580.3 | exon 9 | c.C833T | p.P278L | CC | CT |
| XPO5 | XM_005603953.2 | exon 19 | c.A1996G | p.I666V | TT | TC |
| MMP9 | NM_001111302.1 | exon 9 | c.A1414G | p.T472A | AA | AG |
| PSD3 | XM_001488201.5 | exon 2 | c.G144A | p.M48I | CC | CT |
| PRICKLE3 | XM_001495412.5 | exon 8 | c.G1222T | p.A408S | CC | AA |