Prediction of Genes Related to Positive Selection Using Whole-Genome Resequencing in Three Commercial Pig Breeds

김효영,Kelsey Caetano-Anolles,서민석,권영진,조서애,서강석,김희발 한국유전체학회 2015 Genomics & informatics Vol.13 No.4

Selective sweep can cause genetic differentiation across populations, which allows for the identification of possible causative regions/genes underlying important traits. The pig has experienced a long history of allele frequency changes through artificial selection in the domestication process. We obtained an average of 329,482,871 sequence reads for 24 pigs from three pig breeds: Yorkshire (n = 5), Landrace (n = 13), and Duroc (n = 6). An average read depth of 11.7 was obtained using whole-genome resequencing on an Illumina HiSeq2000 platform. In this study, cross-population extended haplotype homozygosity and cross-population composite likelihood ratio tests were implemented to detect genes experiencing positive selection for the genome-wide resequencing data generated from three commercial pig breeds. In our results, 26, 7, and 14 genes from Yorkshire, Landrace, and Duroc, respectively were detected by two kinds of statistical tests. Significant evidence for positive selection was identified on genes ST6GALNAC2 and EPHX1 in Yorkshire, PARK2 in Landrace, and BMP6, SLA-DQA1, and PRKG1 in Duroc.These genes are reportedly relevant to lactation, reproduction, meat quality, and growth traits. To understand how these single nucleotide polymorphisms (SNPs) related positive selection affect protein function, we analyzed the effect of non-synonymous SNPs. Three SNPs (rs324509622, rs80931851, and rs80937718) in the SLA-DQA1 gene were significant in the enrichment tests, indicating strong evidence for positive selection in Duroc. Our analyses identified genes under positive selection for lactation, reproduction, and meat-quality and growth traits in Yorkshire, Landrace, and Duroc, respectively.

Prediction of Genes Related to Positive Selection Using Whole-Genome Resequencing in Three Commercial Pig Breeds

Kim, HyoYoung,Caetano-Anolles, Kelsey,Seo, Minseok,Kwon, Young-jun,Cho, Seoae,Seo, Kangseok,Kim, Heebal Korea Genome Organization 2015 Genomics & informatics Vol.13 No.4

Selective sweep can cause genetic differentiation across populations, which allows for the identification of possible causative regions/genes underlying important traits. The pig has experienced a long history of allele frequency changes through artificial selection in the domestication process. We obtained an average of 329,482,871 sequence reads for 24 pigs from three pig breeds: Yorkshire (n = 5), Landrace (n = 13), and Duroc (n = 6). An average read depth of 11.7 was obtained using whole-genome resequencing on an Illumina HiSeq2000 platform. In this study, cross-population extended haplotype homozygosity and cross-population composite likelihood ratio tests were implemented to detect genes experiencing positive selection for the genome-wide resequencing data generated from three commercial pig breeds. In our results, 26, 7, and 14 genes from Yorkshire, Landrace, and Duroc, respectively were detected by two kinds of statistical tests. Significant evidence for positive selection was identified on genes ST6GALNAC2 and EPHX1 in Yorkshire, PARK2 in Landrace, and BMP6, SLA-DQA1, and PRKG1 in Duroc. These genes are reportedly relevant to lactation, reproduction, meat quality, and growth traits. To understand how these single nucleotide polymorphisms (SNPs) related positive selection affect protein function, we analyzed the effect of non-synonymous SNPs. Three SNPs (rs324509622, rs80931851, and rs80937718) in the SLA-DQA1 gene were significant in the enrichment tests, indicating strong evidence for positive selection in Duroc. Our analyses identified genes under positive selection for lactation, reproduction, and meat-quality and growth traits in Yorkshire, Landrace, and Duroc, respectively.

Characterizing Milk Production Related Genes in Holstein Using RNA-seq

Seo, Minseok,Lee, Hyun-Jeong,Kim, Kwondo,Caetano-Anolles, Kelsey,Jeong, Jin Young,Park, Sungkwon,Oh, Young Kyun,Cho, Seoae,Kim, Heebal Asian Australasian Association of Animal Productio 2016 Animal Bioscience Vol.29 No.3

Although the chemical, physical, and nutritional properties of bovine milk have been extensively studied, only a few studies have attempted to characterize milk-synthesizing genes using RNA-seq data. RNA-seq data was collected from 21 Holstein samples, along with group information about milk production ability; milk yield; and protein, fat, and solid contents. Meta-analysis was employed in order to generally characterize genes related to milk production. In addition, we attempted to investigate the relationship between milk related traits, parity, and lactation period. We observed that milk fat is highly correlated with lactation period; this result indicates that this effect should be considered in the model in order to accurately detect milk production related genes. By employing our developed model, 271 genes were significantly (false discovery rate [FDR] adjusted p-value<0.1) detected as milk production related differentially expressed genes. Of these genes, five (albumin, nitric oxide synthase 3, RNA-binding region (RNP1, RRM) containing 3, secreted and transmembrane 1, and serine palmitoyltransferase, small subunit B) were technically validated using quantitative real-time polymerase chain reaction (qRT-PCR) in order to check the accuracy of RNA-seq analysis. Finally, 83 gene ontology biological processes including several blood vessel and mammary gland development related terms, were significantly detected using DAVID gene-set enrichment analysis. From these results, we observed that detected milk production related genes are highly enriched in the circulation system process and mammary gland related biological functions. In addition, we observed that detected genes including caveolin 1, mammary serum amyloid A3.2, lingual antimicrobial peptide, cathelicidin 4 (CATHL4), cathelicidin 6 (CATHL6) have been reported in other species as milk production related gene. For this reason, we concluded that our detected 271 genes would be strong candidates for determining milk production.

Comparative Genomic Analysis of Lactobacillus plantarum GB-LP1 Isolated from Traditional Korean Fermented Food

( Jihyun Yu ),( Sojin Ahn ),( Kwondo Kim ),( Kelsey Caetano-anolles ),( Chanho Lee ),( Jungsun Kang ),( Kyungjin Cho ),( Sook Hee Yoon ),( Dae-kyung Kang ),( Heebal Kim ) 한국미생물생명공학회(구 한국산업미생물학회) 2017 Journal of microbiology and biotechnology Vol.27 No.8

As probiotics play an important role in maintaining a healthy gut flora environment through antitoxin activity and inhibition of pathogen colonization, they have been of interest to the medical research community for quite some time now. Probiotic bacteria such as Lactobacillus plantarum, which can be found in fermented food, are of particular interest given their easy accessibility. We performed whole-genome sequencing and genomic analysis on a GB-LP1 strain of L. plantarum isolated from Korean traditional fermented food; this strain is well known for its functions in immune response, suppression of pathogen growth, and antitoxin effects. The complete genome sequence of GB-LP1 is a single chromosome of 3,040,388 bp with 2,899 predicted open reading frames. Genomic analysis of GB-LP1 revealed two CRISPR regions and genes showing accelerated evolution, which may have antibiotic and antitoxin functions. The aim of the present study was to predict strain specific-genomic characteristics and assess the potential of this new strain as lactic acid bacteria at the genomic level using in silico analysis. These results provide insight into the L. plantarum species as well as confirm the possibility of its utility as a candidate probiotic.

Selective pressure on the protein-coding genes of the pufferfish is correlated with phenotypic traits

Ahn, Hyeonju,Lee, Chul,Nam, Bo-Hye,Kim, Eun Bae,Caetano-Anolles, Kelsey,Kim, Heebal Elsevier 2018 MARINE GENOMICS Vol.37 No.-

<P><B>Abstract</B></P> <P>The pufferfish accumulates neurotoxic tetrodotoxin in its body and inflates by filling its stomach with water. These traits are unique to this species, and may be a result of adaptation post-divergence of Tetraodontidae. However, evolution of the protein-coding genes in the pufferfish has not yet been well elucidated. Detection of positive selection on these genes can help us understand the mechanisms associated with functional evolution. We downloaded well-annotated gene information of two pufferfish species, <I>Takifugu rubripes</I> and <I>Tetraodon nigroviridis</I>, from the public ENSEMBL database. In order to detect selective pressure on protein-coding sequences, we performed dN/dS estimation using codeml within the PAML software package. We selected one to one orthologous genes among seven fish species (<I>Gasterosteus aculeatus</I>, <I>Oryzias latipes</I>, <I>Poecilia formosa</I>, <I>Takifugu rubripes</I>, <I>Tetraodon nigroviridis</I>, and <I>Xiphophorus maculatus</I>). Results of dN/dS analysis on orthologous genes indicate that pufferfish showed high non-synonymous substitution rate for positively selected genes, and the evolutionary rate was faster during the diversification of two pufferfishes after divergence. Additionally, a candidate mechanism for regulation of neuro-toxicity of tetrodotoxin was identified from functional annotation of positively selected genes. These results support positive selection on protein-coding genes of the pufferfish with the acquisition of specific phenotypic traits.</P>

HGTree: database of horizontally transferred genes determined by tree reconciliation

Jeong, Hyeonsoo,Sung, Samsun,Kwon, Taehyung,Seo, Minseok,Caetano-Anollé,s, Kelsey,Choi, Sang Ho,Cho, Seoae,Nasir, Arshan,Kim, Heebal Oxford University Press 2016 Nucleic acids research Vol.44 No.d1

<P>The HGTree database provides putative genome-wide horizontal gene transfer (HGT) information for 2472 completely sequenced prokaryotic genomes. This task is accomplished by reconstructing approximate maximum likelihood phylogenetic trees for each orthologous gene and corresponding 16S rRNA reference species sets and then reconciling the two trees under parsimony framework. The tree reconciliation method is generally considered to be a reliable way to detect HGT events but its practical use has remained limited because the method is computationally intensive and conceptually challenging. In this regard, HGTree (http://hgtree.snu.ac.kr) represents a useful addition to the biological community and enables quick and easy retrieval of information for HGT-acquired genes to better understand microbial taxonomy and evolution. The database is freely available and can be easily scaled and updated to keep pace with the rapid rise in genomic information.</P>