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Abstract
AbstractMicrosatellites or simple sequence repeats (SSRs) are among the genetic markers most widely utilized in research. This includes applications in numerous fields such as genetic conservation, paternity testing, and molecular breeding. Though ordered draft genome assemblies of camels have been announced, including for the Arabian camel, systemic analysis of camel SSRs is still limited. The identification and development of informative and robust molecular SSR markers are essential for marker assisted breeding programs and paternity testing. Here we searched and compared perfect SSRs with 1–6 bp nucleotide motifs to characterize microsatellites for draft genome sequences of the Camelidae. We analyzed and compared the occurrence, relative abundance, relative density, and guanine-cytosine (GC) content in four taxonomically different camelid species: Camelus dromedarius, C. bactrianus, C. ferus, and Vicugna pacos. A total of 546762, 544494, 547974, and 437815 SSRs were mined, respectively. Mononucleotide SSRs were the most frequent in the four genomes, followed in descending order by di-, tetra-, tri-, penta-, and hexanucleotide SSRs. GC content was highest in dinucleotide SSRs and lowest in mononucleotide SSRs. Our results provide further evidence that SSRs are more abundant in noncoding regions than in coding regions. Similar distributions of microsatellites were found in all four species, which indicates that the pattern of microsatellites is conserved in family Camelidae.
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Liu W, Xu Y, Li Z, Fan J, Yang Y. Genome-wide mining of microsatellites in king cobra (Ophiophagus hannah) and cross-species development of tetranucleotide SSR markers in Chinese cobra (Naja atra). Mol Biol Rep 2019; 46:6087-6098. [PMID: 31502192 DOI: 10.1007/s11033-019-05044-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 08/22/2019] [Indexed: 12/13/2022]
Abstract
The complete genome sequence provides the opportunity for genome-wide and coding region analysis of SSRs in the king cobra and for cross-species identification of microsatellite markers in the Chinese cobra. In the Ophiophagus hannah genome, tetranucleotide repeats (38.03%) were the most abundant category, followed by dinucleotides (23.03%), pentanucleotides (13.07%), mononucleotides (11.78%), trinucleotides (11.49%) and hexanucleotides (2.6%). Twenty predominant motifs in the O. hannah genome were (A)n (C)n, (AC)n, (AG)n, (AT)n, (AGG)n, (AAT)n, (AAG)n, (AAC)n, (ATG)n, (ATAG)n, (AAGG)n, (ATCT)n, (CCTT)n, (ATTT)n, (AAAT)n, (AATAG)n, (ATTCT)n, (ATATGT)n, (AGATAT)n. In total, 4344 SSRs were found in coding sequences (CDSs). Tetranucleotides (52.79%) were the most abundant microsatellite type in CDS, followed by trinucleotides (28.50%), dinucleotides (11.02%), pentanucleotides (4.42%), mononucleotides (1.77%), and hexanucleotides (1.50%). A total of 984 CDSs containing microsatellites were assigned 11152 Gene Ontology (GO) functional terms. Gene Ontology (GO) analysis demonstrated that cellular process, cell and binding were the most frequent GO terms in biological process, cellular component and molecular function, respectively. Thirty-two novel highly polymorphic (PIC > 0.5) SSR markers for Naja atra were developed from cross-species amplification based on the tetranucleotide microsatellite sequences in the king cobra genome. The number of alleles (NA) per locus had between 3 and 11 alleles with an average of 6.5, the polymorphism information content (PIC) value ranged from 0.521 to 0.858 (average = 0.707), the observed heterozygosity (Ho) of 32 microsatellite loci ranged from 0.292 to 0.875 (mean = 0.678), the expected heterozygosity (HE) ranged from 0.561 to 0.889 (average = 0.761), and 3 microsatellite loci exhibited statistically significant departure from Hardy-Weinberg equilibrium (HWE) after Bonferroni correction (p < 0.003).
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Affiliation(s)
- Wencong Liu
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610065, China
- College of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu, 610059, China
| | - Yongtao Xu
- College of Forestry, Jiangxi Agricultural University, Nanchang, 330045, China
| | - Zekun Li
- College of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu, 610059, China
| | - Jun Fan
- College of Materials and Chemistry & Chemical Engineering, Chengdu University of Technology, Chengdu, 610059, China
| | - Yi Yang
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610065, China.
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Xu Y, Li W, Hu Z, Zeng T, Shen Y, Liu S, Zhang X, Li J, Yue B. Genome-wide mining of perfect microsatellites and tetranucleotide orthologous microsatellites estimates in six primate species. Gene 2017; 643:124-132. [PMID: 29223358 DOI: 10.1016/j.gene.2017.12.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Revised: 12/04/2017] [Accepted: 12/06/2017] [Indexed: 12/16/2022]
Abstract
Advancement in genome sequencing and in silico mining tools have provided new opportunities for comparative primate genomics of microsatellites. The SSRs (simple sequence repeats) numbers were not correlated with the genome size (Pearson, r=0.310, p=0.550), and were positively correlated with the total length of SSRs (Pearson, r=0.992, p=0.00). A total of 224,289 tetranucleotide orthologous microsatellites families and 367 single-copy orthologous SSRs loci were found in six primate species by homologous alignment. The inner mutation types of single-copy orthologous SSRs loci included the copy number variance, point mutation, and chromosomal translocation. The accumulated repeat times and average length of tetranucleotide orthologous microsatellites in Rhinopithecus roxellana, Papio anubis and Macaca mulatta were longer than Homo sapiens and Pan troglodytes, which showed the tetranucleotide orthologous SSRs loci had more repeat times and longer average length on the branches with earlier divergence time, one exception may be Microcebus murinus as a primitive monkey with a smallest morphology in Malagasy. Our conclusion indicated that single-copy tetranucleotide orthologous SSRs sequences accumulated individual mutation more slowly through time in H. sapiens and P. troglodytes than in R. roxellanae, P. anubis and M. mulatta. However, such divergence wouldn't arise uniformly in all branches of the primate tree. A comparison of genomic sequence assemblages would offer remarkable insights about comparisons and contrasts, and the evolutionary processes of the microsatellites involved in human and nonhuman primate species.
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Affiliation(s)
- Yongtao Xu
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Wujiao Li
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Zongxiu Hu
- Yibin Hengshu Animal Models Resource Industry Technology Academy, Yibin 644609, PR China
| | - Tao Zeng
- Yibin Hengshu Animal Models Resource Industry Technology Academy, Yibin 644609, PR China
| | - Yongmei Shen
- Sichuan Engineering Research Center for Medical Animal, Chengdu 610064, PR China
| | - Sanxu Liu
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Xiuyue Zhang
- Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Jing Li
- Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Bisong Yue
- Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu 610064, PR China.
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Liu S, Hou W, Sun T, Xu Y, Li P, Yue B, Fan Z, Li J. Genome-wide mining and comparative analysis of microsatellites in three macaque species. Mol Genet Genomics 2017; 292:537-550. [PMID: 28160080 DOI: 10.1007/s00438-017-1289-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Accepted: 01/09/2017] [Indexed: 12/13/2022]
Abstract
Microsatellites are found in taxonomically different organisms, and such repeats are related with genomic structure, function and certain diseases. To characterize microsatellites for macaques, we searched and compared SSRs with 1-6 bp nucleotide motifs in rhesus, cynomolgus and pigtailed macaque. A total of 1395671, 1284929 and 1266348 perfect SSRs were mined, respectively. The most frequent perfect SSRs were mononucleotide SSRs. The most GC-content was in dinucleotide SSRs and the least was in the mononucleotide SSRs. Chromosome size was positively correlated with SSR number and negatively correlated with the relative frequency and density of SSRs. The GC content of chromosome SSRs were negatively correlated with relative frequency of SSRs and GC content of chromosome sequences. The features of microsatellite distribution in assembled genomes of the three species were greatly similar, which revealed that the distributional pattern of microsatellites is probably conservative in genus Macaca. The degenerated number of repeat motifs was found to be different in pentanucleotide and hexanucleotide repeats. Species-specific motifs for each macaque were significantly underrepresented. Overall, SSR frequencies of each chromosome in rhesus macaque were higher than in cynomolgus macaque. The maximum repeat times of mono- to pentanucleotide repeats in cynomolgus macaque was more than other two macaques. These results emphasize the genetic diversity and phylogenetic relationship of genus Macaca species. Our data will be beneficial for comparative genome mapping, understanding the distribution of SSRs and genome structure between these animal models, and provide a foundation for further development and identification of more macaque-specific SSRs.
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Affiliation(s)
- Sanxu Liu
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China
| | - Wei Hou
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China
| | - Tianlin Sun
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China
| | - Yongtao Xu
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China
| | - Peng Li
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China
| | - Bisong Yue
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China.,Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China
| | - Zhenxin Fan
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China
| | - Jing Li
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China. .,Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu, 610064, People's Republic of China.
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Xu Y, Hu Z, Wang C, Zhang X, Li J, Yue B. Characterization of perfect microsatellite based on genome-wide and chromosome level in Rhesus monkey (Macaca mulatta). Gene 2016; 592:269-75. [PMID: 27395431 DOI: 10.1016/j.gene.2016.07.016] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Revised: 06/21/2016] [Accepted: 07/05/2016] [Indexed: 10/21/2022]
Abstract
Microsatellite studies based on chromosomes level would contribute to the biometric correlation analysis of chromosome and microsatellite applications on the specific chromosome. In this study, the total microsatellite length of 1,141,024 loci was 21.8Mb, which covered about 0.74% of the male Rhesus monkey genome. Perfect mononucleotide SSRs were the most abundant, followed by the pattern: perfect di->tetra->tri->penta->hexanucleotide SSRs. The main range of repeat times focused on 12-32 times (mono-), 7-23 times (di-), 5-10 times (tri-), 4-14 times (tetra-), 4-9 times (penta-), 4-8 times (hexa-), respectively. The largest SSRs number was found in chromosome 1 with 94,347 loci, followed by chromosome 3, 2, 7 and 5, and the smallest number was in chromosome 18. The predominant repeat types in male Rhesus monkey genome and chromosome Y were basically A, AC, AG, AAT, AAC, AAAT, AAAC, AAAG, AAACA and AAACAA. SSRs number of all chromosomes was closely positively correlated with chromosome sequence size (r=0.969, p<0.01), and significantly negatively correlated with abundance (r=-0.24, 0.01<p<0.05). The lengths of all chromosomes were significantly negatively correlated with microsatellite density (r=-0.456, 0.01<p<0.05), and relative abundance and density of SSRs in all chromosomes were significantly negatively correlated with SSR GC content (r=-0.939/-0.928, p<0.01). The SSRs GC content on chromosome X (accounting for 16.71%) was found to be the highest in female Rhesus monkey, which might contributed to the DNA methylation of CpG islands for sex chromosome X inactivation and expression regulation. These results and exported tetranucleotide repeat sequences in each chromosome for primer design would facilitate the exploration of microsatellites structural function, composition mode and molecular markers development in Rhesus monkey genome.
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Affiliation(s)
- Yongtao Xu
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu 610064, PR China; Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Zongxiu Hu
- Yibin HengShu Animal Models Resourse Industry Technology Academy, Yibin 644609, PR China
| | - Chen Wang
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Xiuyue Zhang
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu 610064, PR China; Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Jing Li
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu 610064, PR China; Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu 610064, PR China
| | - Bisong Yue
- Key Laboratory of Bio-resources and Eco-environment (Ministry of Education), College of Life Sciences, Sichuan University, Chengdu 610064, PR China; Sichuan Key Laboratory of Conservation Biology on Endangered Wildlife, College of Life Sciences, Sichuan University, Chengdu 610064, PR China.
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