• 제목/요약/키워드: in silico analysis

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청력 장애를 나타내는 두 근친 가계로부터 동형접합성 돌연변이의 분리 (Identification of Homozygous Mutations in Two Consanguineous Families with Hearing Loss)

  • 임시온;박혜리;정나영;박초은;수매라 칸월;정기화
    • 생명과학회지
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    • 제31권5호
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    • pp.453-463
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    • 2021
  • 청력 장애(hearing loss)는 임상적 및 유전적으로 상당히 이질적인 질병들의 그룹으로, 일반적으로 증후군 유형(syndromic type)과 비증후군 유형(non-syndromic type)으로 구분된다. 상염색체 열성의 청력 장애 환자가 다른 나라들에 비해 파키스탄에서는 상대적으로 흔하게 관찰되는데, 그 원인으로는 빈번한 근친 결혼의 문화가 일부 관여할 것으로 여겨진다. 본 연구는 상염색체 열성의 청력 장애 환자가 있는 두 파키스탄의 근친 가계를 대상으로 전장 엑솜 서열분석(whole exome sequencing)을 실시하여 유전적 원인을 규명하기 위해 수행되었다. 환자의 유전체 분석 결과, 우리는 언어 습득전 발병(prelingual onset)의 청력 장애 가족으로부터 MYO7A 유전자에서 병원성으로 판단되는 동형접합성 돌연변이인 p.Leu326Gln을 분리하였으며, 조기 발병의 청력 장애와 동시에 근위축(muscular atrophy)을 나타내는 환자 가족에서는 병원성이 확실하지 않는 두 변이(variants of uncertain significance)를 GPR98 유전자(p.Val3094Ile)와 PLA2G6 유전자 (p.Asp56Gly)에서 각각 분리하였다. MYO7A 및 PLA2G6 유전자의 missense 돌연변이는 고도로 보존된 단백질 부위에 위치했으며, 인실리코 분석(in silico analysis)에서도 병원성을 예측하였다. 그러나, GPR98 유전자의 돌연변이는 보존성이 다소 낮은 부위에 위치하였으며, 대부분의 인실리코 분석도 비병원성으로 예측했다. 동형접합성 매핑(homozygosity mapping)을 실시하였을 때, 각 가계에서 분리된 동형접합성 돌연변이의 두 대립유전자가 모두 단일 기원에서 유래한 것으로 예측되었는데, 이것은 근친 결혼에 기인한 것으로 판단된다. 본 연구는 파키스탄의 상염색체 열성 청력 장애 환자들의 정확한 분자진단 및 치료에 도움을 줄 수 있을 것으로 기대된다.

동양달팽이 (Nesiohelix samarangae)의 CO-I 유전자를 이용한 분자계통학적 연구 (Molecular Phylogenetic Study of Nesiohelix samarangae Based on CO-I Gene)

  • 방인석;이용석
    • 한국패류학회지
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    • 제30권4호
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    • pp.391-397
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    • 2014
  • 동양달팽이의 EST 서열 4개의 클론을 어셈블리하여 추출되어진 NsCO-I (partial)서열의 코딩 영역은 852 bp, 284개의 아미노산으로 구성되어 있었다. BLAST 결과를 토대로 하여 유사도가 높은 68개의 서열을 추출 하였으며 MEGA6 프로그램을 통해 clustalW 엔진을 통해 다중서열정열을 수행하고 molecular phylogenetic analysis를 수행한 결과 Heterobranchia, Nudibranchia, Cephalaspidea, Sacoglossa, Pulmonata 등의 카테고리별로 잘 분류 되었으며 Mastigeulota kiangsinensis, Helix aspersa, Cepaea nemoralis, Elona quimperiana, Camaena cicatricosa, Cylindrus obtusus 등 육산패류들과 잘 묶인다는 사실을 확인 할 수 있었다.

Integrated bioinformatics analysis of validated and circulating miRNAs in ovarian cancer

  • Dogan, Berkcan;Gumusoglu, Ece;Ulgen, Ege;Sezerman, Osman Ugur;Gunel, Tuba
    • Genomics & Informatics
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    • 제20권2호
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    • pp.20.1-20.13
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    • 2022
  • Recent studies have focused on the early detection of ovarian cancer (OC) using tumor materials by liquid biopsy. The mechanisms of microRNAs (miRNAs) to impact OC and signaling pathways are still unknown. This study aims to reliably perform functional analysis of previously validated circulating miRNAs' target genes by using pathfindR. Also, overall survival and pathological stage analyses were evaluated with miRNAs' target genes which are common in the The Cancer Genome Atlas and GTEx datasets. Our previous studies have validated three downregulated miRNAs (hsa-miR-885-5p, hsa-miR-1909-5p, and hsa-let7d-3p) having a diagnostic value in OC patients' sera, with high-throughput techniques. The predicted target genes of these miRNAs were retrieved from the miRDB database (v6.0). Active-subnetwork-oriented Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was conducted by pathfindR using the target genes. Enrichment of KEGG pathways assessed by the analysis of pathfindR indicated that 24 pathways were related to the target genes. Ubiquitin-mediated proteolysis, spliceosome and Notch signaling pathway were the top three pathways with the lowest p-values (p < 0.001). Ninety-three common genes were found to be differentially expressed (p < 0.05) in the datasets. No significant genes were found to be significant in the analysis of overall survival analyses, but 24 genes were found to be significant with pathological stages analysis (p < 0.05). The findings of our study provide in-silico evidence that validated circulating miRNAs' target genes and enriched pathways are related to OC and have potential roles in theranostics applications. Further experimental investigations are required to validate our results which will ultimately provide a new perspective for translational applications in OC management.

Genomic Approaches for Understanding the Characteristics of Salmonella enterica subsp. enterica Serovar Typhimurium ST1120, Isolated from Swine Feces in Korea

  • Kim, Seongok;Kim, Eunsuk;Park, Soyeon;Hahn, Tae-Wook;Yoon, Hyunjin
    • Journal of Microbiology and Biotechnology
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    • 제27권11호
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    • pp.1983-1993
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    • 2017
  • Salmonella enterica subsp. enterica serovar Typhimurium, one of the most common foodborne pathogens, is transmitted mainly through contaminated food derived from infected animals. In this study, S. Typhimurium ST1120, an isolate from pig feces in Korea, was subjected to whole-genome analysis to understand its genomic features associated with virulence. The genome of ST1120 was found to have a circular chromosome of 4,855,001 bp (GC content 52.2%) and a plasmid of 6,863 bp (GC content 46.0%). This chromosome was predicted to have 4,558 open reading frames (ORFs), 17 pseudogenes, 22 rRNA genes, and 86 tRNA genes. Its plasmid was predicted to have three ORFs. Comparative genome analysis revealed that ST1120 was phylogenetically close to S. Typhimurium U288, a critical isolate in piggery farms and food chains in Europe. In silico functional analysis predicted that the ST1120 genome harbored multiple genes associated with virulence and stress resistance, including Salmonella pathogenicity islands (SPIs containing SPI-1 to SPI-5, SPI-13, and SPI-14), C63PI locus, ST104 prophage locus, and various antibiotic resistance genes. In accordance with these analysis results, ST1120 showed competence in invasion and survival abilities when it was added to host cells. It also exhibited robust resistance against antibiotics in comparison with other S. Typhimurium strains. This is the first report of the complete genome sequence of S. Typhimurium isolated from swine in Korea. Comparative genome analysis between ST1120 and other Salmonella strains would provide fruitful information toward understanding Salmonella host specificity and developing control measures against S. Typhimurium infection.

Structural Analysis of Recombinant Human Preproinsulins by Structure Prediction, Molecular Dynamics, and Protein-Protein Docking

  • Jung, Sung Hun;Kim, Chang-Kyu;Lee, Gunhee;Yoon, Jonghwan;Lee, Minho
    • Genomics & Informatics
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    • 제15권4호
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    • pp.142-146
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    • 2017
  • More effective production of human insulin is important, because insulin is the main medication that is used to treat multiple types of diabetes and because many people are suffering from diabetes. The current system of insulin production is based on recombinant DNA technology, and the expression vector is composed of a preproinsulin sequence that is a fused form of an artificial leader peptide and the native proinsulin. It has been reported that the sequence of the leader peptide affects the production of insulin. To analyze how the leader peptide affects the maturation of insulin structurally, we adapted several in silico simulations using 13 artificial proinsulin sequences. Three-dimensional structures of models were predicted and compared. Although their sequences had few differences, the predicted structures were somewhat different. The structures were refined by molecular dynamics simulation, and the energy of each model was estimated. Then, protein-protein docking between the models and trypsin was carried out to compare how efficiently the protease could access the cleavage sites of the proinsulin models. The results showed some concordance with experimental results that have been reported; so, we expect our analysis will be used to predict the optimized sequence of artificial proinsulin for more effective production.

Association of a c.1084A>G (p.Thr362Ala)Variant in the DCTN4 Gene with Wilson Disease

  • Lee, Robin Dong-Woo;Kim, Jae-Jung;Kim, Joo-Hyun;Lee, Jong-Keuk;Yoo, Han-Wook
    • Journal of Genetic Medicine
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    • 제8권1호
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    • pp.53-57
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    • 2011
  • 목 적: 윌슨병은 간조직에 구리의 과도한 침착으로 발병하는 상염색체 열성 유전질환이다. 지금까지 ATP7B 유전자가 유일한 원인유전자로 알려져 왔다. 그러나, 약 15%의 환자에서는 ATP7B 유전자 돌연변이가 발견되지 않는다. 본 연구는 ATP7B 유전자의 돌연변이가 발견되지 않은 윌슨병 환자를 대상으로 새로운 원인 유전자를 발견하기 위하여 시행되었다. 대상 및 방법: ATP7B 돌연변이가 발견되지 않은 12명의 윌슨병 환자를 대상으로 ATP7B 와 상호작용을 하는 것으로 알려진 ATOX1, COMMD1, GLRX, DCTN4와 ZBTB16 유전자의 전사부위와 엑손-인트론 경계부위의 염기서열을 분석하였다. 결 과: DCTN4 유전자의 12번 엑손에 존재하는 c.1084A>G(p.Thr362Ala)를 포함하는 3가지의 변이가 환자에서 발견되었다. in silico 분석을 통해 3가지 변이 중 c.1084A>G가 유일하게 단백질 기능 변화를 일으킬 것으로 예측되었다. 176명의 윌슨병 환자와 414명의 정상인을 대상으로 이 변이의 빈도를 조사한 결과, 정상인보다 윌슨병 환자에서 더 높은 빈도를 나타내었다(상대비, odds ratio [OR]=3.14, 95% 신뢰도=1.36-7.22, P=0.0094). 결 론: 본 연구의 결과는 ATP7B 와 상호작용하는 DCTN4 유전자의 c.1084A>G (p.Thr362Ala) 다형성이 윌슨병의 발병과 연관이 있음을 시사한다.

당원 축적병 9D (GSD9D) 환자의 신규 PHKA1 돌연변이 (A Novel PHKA1 Mutation in a Patient with Glycogen Storage Disease Type IXD)

  • 김혜진;남수현;김상범;정기화;최병옥
    • 생명과학회지
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    • 제30권8호
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    • pp.672-679
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    • 2020
  • 원위 근병증은 원위 근육의 퇴행성 질환이며 임상적, 유전적으로 이질적인 그룹이다. 당원 축적병 9D (GSD9D)는 원위 근병증 중 하나이며, 근육의 포스포릴라아제키나아제(phosphorylase kinase) 결핍을 특징으로 하는 대사 근병증이다. GSD9D 환자는 운동 후 근육 약화, 근육 변성, 경련과 비정상적인 근육통 및 근육 경직이 발생될 수 있다. GSD9D는 글리코겐 대사의 주요 조절 효소 인 근육 포스포릴라아제키나아제의 알파 소단위를 암호화하는 PHKA1 유전자의 돌연변이로 유발된다. 이 연구에서 우리는 한국인 GSD9D 가족에 대해 PHKA1 유전자에서 c.3314T> C (p.I1105T) 돌연변이를 동정하였다. 이 돌연변이는 이전에 어떠한 돌연변이 데이터베이스에서도 보고되지 않았으며 500명의 건강한 대조군에서도 발견되지 않았다. 이 돌연변이 영역은 다양한 다른 종 내에서 잘 보존되었으며 in silico 분석에서 돌연변이가 병원성일 가능성이 있다고 예측했다. 현재까지 PHKA1 유전자에는 보고된 병원성 돌연변이가 7개뿐이며 한국에서는 보고된 사례가 없다. 따라서 이 연구는 한국 GSD9D 환자의 첫번째 사례이다. 또한 이 연구는 이전에 보고된 환자와 한국 환자의 임상 증상과 병리 상태를 비교하고 설명하고자 하였다. 아울러 우리는 본 연구가 GSD9D의 분자 진단에 유용하게 활용될 것으로 기대한다.

In silico genome wide identification and expression analysis of the WUSCHEL-related homeobox gene family in Medicago sativa

  • Yang, Tianhui;Gao, Ting;Wang, Chuang;Wang, Xiaochun;Chen, Caijin;Tian, Mei;Yang, Weidi
    • Genomics & Informatics
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    • 제20권2호
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    • pp.19.1-19.15
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    • 2022
  • Alfalfa (Medicago sativa) is an important food and feed crop which rich in mineral sources. The WUSCHEL-related homeobox (WOX) gene family plays important roles in plant development and identification of putative gene families, their structure, and potential functions is a primary step for not only understanding the genetic mechanisms behind various biological process but also for genetic improvement. A variety of computational tools, including MAFFT, HMMER, hidden Markov models, Pfam, SMART, MEGA, ProtTest, BLASTn, and BRAD, among others, were used. We identified 34 MsWOX genes based on a systematic analysis of the alfalfa plant genome spread in eight chromosomes. This is an expansion of the gene family which we attribute to observed chromosomal duplications. Sequence alignment analysis revealed 61 conserved proteins containing a homeodomain. Phylogenetic study sung reveal five evolutionary clades with 15 motif distributions. Gene structure analysis reveals various exon, intron, and untranslated structures which are consistent in genes from similar clades. Functional analysis prediction of promoter regions reveals various transcription binding sites containing key growth, development, and stress-responsive transcription factor families such as MYB, ERF, AP2, and NAC which are spread across the genes. Most of the genes are predicted to be in the nucleus. Also, there are duplication events in some genes which explain the expansion of the family. The present research provides a clue on the potential roles of MsWOX family genes that will be useful for further understanding their functional roles in alfalfa plants.

Identification of Functional and In silico Positional Differentially Expressed Genes in the Livers of High- and Low-marbled Hanwoo Steers

  • Lee, Seung-Hwan;Park, Eung-Woo;Cho, Yong-Min;Yoon, Duhak;Park, Jun-Hyung;Hong, Seong-Koo;Im, Seok-Ki;Thompson, J.M.;Oh, Sung-Jong
    • Asian-Australasian Journal of Animal Sciences
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    • 제20권9호
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    • pp.1334-1341
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    • 2007
  • This study identified hepatic differentially expressed genes (DEGs) affecting the marbling of muscle. Most dietary nutrients bypass the liver and produce plasma lipoproteins. These plasma lipoproteins transport free fatty acids to the target tissue, adipose tissue and muscle. We examined hepatic genes differentially expressed in a differential-display reverse transcription-polymerase chain reaction (ddRT-PCR) analysis comparing high- and low-marbled Hanwoo steers. Using 60 arbitrary primers, we found 13 candidate genes that were upregulated and five candidate genes that were downregulated in the livers of high-marbled Hanwoo steers compared to low-marbled individuals. A BLAST search for the 18 DEGs revealed that 14 were well characterized, while four were not annotated. We examined four DEGs: ATP synthase F0, complement component CD, insulin-like growth factor binding protein-3 (IGFBP3) and phosphatidylethanolamine binding protein (PEBP). Of these, only two genes (complement component CD and IGFBP3) were differentially expressed at p<0.05 between the livers of high- and low-marbled individuals. The mean mRNA levels of the PEBP and ATP synthase F0 genes did not differ significantly between the livers of high- and low-marbled individuals. Moreover, these DEGs showed very high inter-individual variation in expression. These informative DEGs were assigned to the bovine chromosome in a BLAST search of MS marker subsets and the bovine genome sequence. Genes related to energy metabolism (ATP synthase F0, ketohexokinase, electron-transfer flavoprotein-ubiquinone oxidoreductase and NADH hydrogenase) were assigned to BTA 1, 11, 17, and 22, respectively. Syntaxin, IGFBP3, decorin, the bax inhibitor gene and the PEBP gene were assigned to BTA 3, 4, 5, 5, and 17, respectively. In this study, the in silico physical maps provided information on the specific location of candidate genes associated with economic traits in cattle.

Elucidation of the Regulation of Ethanol Catabolic Genes and ptsG Using a glxR and Adenylate Cyclase Gene (cyaB) Deletion Mutants of Corynebacterium glutamicum ATCC 13032

  • Subhadra, Bindu;Lee, Jung-Kee
    • Journal of Microbiology and Biotechnology
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    • 제23권12호
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    • pp.1683-1690
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    • 2013
  • The cyclic AMP receptor protein (CRP) homolog, GlxR, controls the expression of several genes involved in the regulation of diverse physiological processes in Corynebacterium glutamicum. In silico analysis has revealed the presence of glxR binding sites upstream of genes ptsG, adhA, and ald, encoding glucose-specific phosphotransferase system protein, alcohol dehydrogenase (ADH), and acetaldehyde dehydrogenase (ALDH), respectively. However, the involvement of the GlxR-cAMP complex on the expression of these genes has been explored only in vitro. In this study, the expressions of ptsG, adhA, and ald were analyzed in detail using an adenylate cyclase gene (cyaB) deletion mutant and glxR deletion mutant. The specific activities of ADH and ALDH were increased in both the mutants in glucose and glucose plus ethanol media, in contrast to the wild type. In accordance, the promoter activities of adhA and ald were derepressed in the cyaB mutant, indicating that glxR acts as a repressor of adhA. Similarly, both the mutants exhibited derepression of ptsG regardless of the carbon source. These results confirm the involvement of GlxR on the expression of important carbon metabolic genes; adhA, ald, and ptsG.