• 제목/요약/키워드: Functional annotation

검색결과 110건 처리시간 0.032초

Identification of copy number variations using high density whole-genome single nucleotide polymorphism markers in Chinese Dongxiang spotted pigs

  • Wang, Chengbin;Chen, Hao;Wang, Xiaopeng;Wu, Zhongping;Liu, Weiwei;Guo, Yuanmei;Ren, Jun;Ding, Nengshui
    • Asian-Australasian Journal of Animal Sciences
    • /
    • 제32권12호
    • /
    • pp.1809-1815
    • /
    • 2019
  • Objective: Copy number variations (CNVs) are a major source of genetic diversity complementary to single nucleotide polymorphism (SNP) in animals. The aim of the study was to perform a comprehensive genomic analysis of CNVs based on high density whole-genome SNP markers in Chinese Dongxiang spotted pigs. Methods: We used customized Affymetrix Axiom Pig1.4M array plates containing 1.4 million SNPs and the PennCNV algorithm to identify porcine CNVs on autosomes in Chinese Dongxiang spotted pigs. Then, the next generation sequence data was used to confirm the detected CNVs. Next, functional analysis was performed for gene contents in copy number variation regions (CNVRs). In addition, we compared the identified CNVRs with those reported ones and quantitative trait loci (QTL) in the pig QTL database. Results: We identified 871 putative CNVs belonging to 2,221 CNVRs on 17 autosomes. We further discarded CNVRs that were detected only in one individual, leaving us 166 CNVRs in total. The 166 CNVRs ranged from 2.89 kb to 617.53 kb with a mean value of 93.65 kb and a genome coverage of 15.55 Mb, corresponding to 0.58% of the pig genome. A total of 119 (71.69%) of the identified CNVRs were confirmed by next generation sequence data. Moreover, functional annotation showed that these CNVRs are involved in a variety of molecular functions. More than half (56.63%) of the CNVRs (n = 94) have been reported in previous studies, while 72 CNVRs are reported for the first time. In addition, 162 (97.59%) CNVRs were found to overlap with 2,765 previously reported QTLs affecting 378 phenotypic traits. Conclusion: The findings improve the catalog of pig CNVs and provide insights and novel molecular markers for further genetic analyses of Chinese indigenous pigs.

네트워크 분석기반을 통한 대마 줄기 및 뿌리 추출물의 약리효능 예측연구 (A Study of the Predictive Effectiveness of Stem and Root Extracts of Cannabis sativa L. Through Network Pharmacological Analysis)

  • 신명자;차민호
    • 생명과학회지
    • /
    • 제34권3호
    • /
    • pp.179-190
    • /
    • 2024
  • Canabas sativa L. (marijuana and hemp)는 전 세계적으로 널리 재배되는 식물로 식품, 의약품 등의 재료로 사용되었다. 본 연구는 네트워크 약리학을 이용하여 대마 줄기 및 뿌리 추출물의 기능적 효과를 예측하고 이들의 새로운 기능을 알아보고자 하였다. 줄기 및 뿌리 에탄올 추출물의 성분은 GC/MS로 확인하였고, 성분과 단백질 간의 네트워크는 STIHICI 데이터베이스를 이용하여 알아보았다. 성분과 연결된 단백질의 작용기전은 KEGG pathway 분석을 수행하였다. 추출물의 효과는 실시간 PCR을 이용하여 lysophosphatylcholine 유도 THP-1 세포에서 확인하였다. 줄기 및 뿌리 추출물에서 각각 21개 및 32개의 성분이 확인되었다. 줄기 및 뿌리의 성분과 연결된 단백질은 각각 147개, 184개의 단백질이었다. KEGG pathway 분석결과 MAPK signaling pathway를 포함한 69개의 경로가 추출물에 의해 공통적으로 영향을 받는 것으로 나타났다. 경로 네크워크를 이용한 추가 조사 결과, Terpenoid backbone biosynthesis 추출물 및 MVK와 MVD 의해 영향을 받을 가능성이 높으며, 유전자 발현은 추출물에 의해 LPC 유도 THP-1 세포에서 감소하였다. 따라서 본 연구에서는 대마 줄기 및 뿌리 에탄올 추출물이 다양한 경로로 영향을 미칠 수 있음을 보여주었고, 이러한 결과는 대마의 효과를 예측하고 연구하기 위한 기초 정보를 제공할 것으로 사료된다.

Streptomyces coelicolor의 3-Phytase 상동성 유전자 ID1103135의 기능분석 (Functional Analysis of Gene ID1103135 Encoding a 3-Phytase Precursor Homologue of Streptomyces coelicolor)

  • 김미순;강대경;이홍섭;연승우;김태영;홍순광
    • 미생물학회지
    • /
    • 제40권2호
    • /
    • pp.81-86
    • /
    • 2004
  • Streptomyces coelicolor의 전 유전체 청보를 분석한 결과(7), 유전자 ID1103135가 코드 하는 open reading frame SCO7697이 phytase[myo-inositol hexakisphosphate phosphohydrolase상동성 (3-6,8,23)]에 유의하게 유사한 것으로 판단되었다. S. coelicolor A3(2)M의 염색체 DNA를 주형으로 PCR 방법으로 SCO7697 전체를 포함하는 DNA 단편을 클로닝하였다. 두 가지의 서로 다른 길이를 갖는 클로닝 된 ID1103135 DNA 단편을 E. coli 발현용 벡터pET728a(+)에 삽입하여,두 종의 재조합 벡터 pET28-SP와 pET28-LP를 얻었다. pET28-SP 와 pET28-LP를 각각 E. coli BL2l에 도입하여, IPTG로 발현 유도된 단백질을 SDS-polyacrylamide 전기영동으로 확인한 결과, 발현은 성공적으로 이루어 졌으나 대부분불용체를 형성하고 분자량은 예상보다 약간 큰 것으로 나타났다. 불용체 형성은 단백질의 불활성화를 수반 함으로서, 배양 온도를 $37^{\circ}C$에서 $30^{\circ}C$로 변화시켜 배양하는 방법으로 발현된 단백질을 가용화 시켰다. 발현된 단백질을 추출하여 조추출물 또는 정제한 상태로 phytase활성을 측청하였으나 효소활성은 관찰할 수 없었다. 대장균 시스템에서의 발현이 효소 활성의 소실을 초래했을 가능성이 있으므로, ID1103135 유전자를 자신의 promoter를 함유하도록 PCR 클로닝하여, E. coli - Streptomyces의 shuttle vector인 pWHM3에 삽입하고, 이를 방선균 호스트인 S. lividans에 도입하였다. 형질 전환체의 세포조추출액 및 세포배양액의 phytase 활성을 측청하였으나, 역시 활성을 확인할수 없었다. 이와 같은 결과는 SCO7697이 아주 높은 확률(E value; $6e^{-89}$)로 phytase일 것으로 annotation 되었으나, 실제는 이와는 다른 기능을 함유하고 있음을 시사하고 있다.

Cytochrome P450 monooxygenase analysis in free-living and symbiotic microalgae Coccomyxa sp. C-169 and Chlorella sp. NC64A

  • Mthakathi, Ntsane Trevor;Kgosiemang, Ipeleng Kopano Rosinah;Chen, Wanping;Mohlatsane, Molikeng Eric;Mojahi, Thebeyapelo Jacob;Yu, Jae-Hyuk;Mashele, Samson Sitheni;Syed, Khajamohiddin
    • ALGAE
    • /
    • 제30권3호
    • /
    • pp.233-239
    • /
    • 2015
  • Microalgae research is gaining momentum because of their potential biotechnological applications, including the generation of biofuels. Genome sequencing analysis of two model microalgal species, polar free-living Coccomyxa sp. C-169 and symbiotic Chlorella sp. NC64A, revealed insights into the factors responsible for their lifestyle and unravelled biotechnologically valuable proteins. However, genome sequence analysis under-explored cytochrome P450 monooxygenases (P450s), heme-thiolate proteins ubiquitously present in species belonging to different biological kingdoms. In this study we performed genome data-mining, annotation and comparative analysis of P450s in these two model algal species. Sixty-nine P450s were found in two algal species. Coccomyxa sp. showed 40 P450s and Chlorella sp. showed 29 P450s in their genome. Sixty-eight P450s (>100 amino acid in length) were grouped into 32 P450 families and 46 P450 subfamilies. Among the P450 families, 27 P450 families were novel and not found in other biological kingdoms. The new P450 families are CYP745-CYP747, CYP845-CYP863, and CYP904-CYP908. Five P450 families, CYP51, CYP97, CYP710, CYP745, and CYP746, were commonly found between two algal species and 16 and 11 P450 families were unique to Coccomyxa sp. and Chlorella sp. Synteny analysis and gene-structure analysis revealed P450 duplications in both species. Functional analysis based on homolog P450s suggested that CYP51 and CYP710 family members are involved in membrane ergosterol biosynthesis. CYP55 and CYP97 family members are involved in nitric oxide reduction and biosynthesis of carotenoids. This is the first report on comparative analysis of P450s in the microalgal species Coccomyxa sp. C-169 and Chlorella sp. NC64A.

Elucidation of the Biosynthetic Pathway of Vitamin B Groups and Potential Secondary Metabolite Gene Clusters Via Genome Analysis of a Marine Bacterium Pseudoruegeria sp. M32A2M

  • Cho, Sang-Hyeok;Lee, Eunju;Ko, So-Ra;Jin, Sangrak;Song, Yoseb;Ahn, Chi-Yong;Oh, Hee-Mock;Cho, Byung-Kwan;Cho, Suhyung
    • Journal of Microbiology and Biotechnology
    • /
    • 제30권4호
    • /
    • pp.505-514
    • /
    • 2020
  • The symbiotic nature of the relationship between algae and marine bacteria is well-studied among the complex microbial interactions. The mutual profit between algae and bacteria occurs via nutrient and vitamin exchange. It is necessary to analyze the genome sequence of a bacterium to predict its symbiotic relationships. In this study, the genome of a marine bacterium, Pseudoruegeria sp. M32A2M, isolated from the south-eastern isles (GeoJe-Do) of South Korea, was sequenced and analyzed. A draft genome (91 scaffolds) of 5.5 Mb with a DNA G+C content of 62.4% was obtained. In total, 5,101 features were identified from gene annotation, and 4,927 genes were assigned to functional proteins. We also identified transcription core proteins, RNA polymerase subunits, and sigma factors. In addition, full flagella-related gene clusters involving the flagellar body, motor, regulator, and other accessory compartments were detected even though the genus Pseudoruegeria is known to comprise non-motile bacteria. Examination of annotated KEGG pathways revealed that Pseudoruegeria sp. M32A2M has the metabolic pathways for all seven vitamin Bs, including thiamin (vitamin B1), biotin (vitamin B7), and cobalamin (vitamin B12), which are necessary for symbiosis with vitamin B auxotroph algae. We also identified gene clusters for seven secondary metabolites including ectoine, homoserine lactone, beta-lactone, terpene, lasso peptide, bacteriocin, and non-ribosomal proteins.

Antioxidant capacity in seedling of colored-grain wheat under water deficit condition

  • Kim, Dae Yeon;Hong, Min Jeong;Jung, Woo Joo;Seo, Yong Weon
    • 한국작물학회:학술대회논문집
    • /
    • 한국작물학회 2017년도 9th Asian Crop Science Association conference
    • /
    • pp.140-140
    • /
    • 2017
  • Nutritious and functional foods from crop have received great attention in recent years. Colored-grain wheat contains high phenolic compound and a large number of flavonoid. The anthocyanin and polyphenolic synthesis and accumulation is generally stimulated in response to biotic or abiotic stresses. Here, we analyzed genome wide transcripts in seedling of colored-grain wheat response to ABA and PEG treatment. About 900 and 1500 transcripts (p-value < 0.05) from ABA and PEG treatment were aligned to IWGSC1+popseq DB which is composed of over 110,000 transcripts including 100,934 coding genes. NR protein sequences of Poaceae from NCBI and protein sequence of transcription factors originated from 83 species in plant transcription factor database v3.0 were used for annotation of putative transcripts. Gene ontology analysis were conducted and KEGG mapping was performed to show expression pattern of biosynthesis genes related in flavonoid, isoflavonoid, flavons and anthocyanin biopathway. DroughtDB (http://pgsb.helmholtz-muenchen.de/droughtdb/) was used for detection of DEGs to explain that physiological and molecular drought avoidance by drought tolerance mechanisms. Drought response pathway, such as ABA signaling, water and ion channels, detoxification signaling, enzymes of osmolyte biosynthesis, phospholipid metabolism, signal transduction, and transcription factors related DEGs were selected to explain response mechanism under water deficit condition. Anthocyanin, phenol compound, and DPPH radical scavenging activity were measured and antioxidant activity enzyme assays were conducted to show biochemical adaptation under water deficit condition. Several MYB and bHLH transcription factors were up-regulated in both ABA and PEG treated condition, which means highly expressed MYB and bHLH transcription factors enhanced the expression of genes related in the biosynthesis pathways of flavonoids, such as anthocyanin and dihydroflavonols in colored wheat seedlings. Subsequently, the accumulation of total anthocyanin and phenol contents were observed in colored wheat seedlings, and antioxidant capacity was promoted by upregulation of genes involved in maintaining redox state and activation of antioxidant scavengers, such as CAT, APX, POD, and SOD in colored wheat seedlings under water deficit condition. This work may provide valuable and basic information for further investigation of the molecular responses of colored-grain wheat to water deficit stress and for further gene-based studies.

  • PDF

Coordinated alteration of mRNA-microRNA transcriptomes associated with exosomes and fatty acid metabolism in adipose tissue and skeletal muscle in grazing cattle

  • Muroya, Susumu;Ogasawara, Hideki;Nohara, Kana;Oe, Mika;Ojima, Koichi;Hojito, Masayuki
    • Asian-Australasian Journal of Animal Sciences
    • /
    • 제33권11호
    • /
    • pp.1824-1836
    • /
    • 2020
  • Objective: On the hypothesis that grazing of cattle prompts organs to secrete or internalize circulating microRNAs (c-miRNAs) in parallel with changes in energy metabolism, we aimed to clarify biological events in adipose, skeletal muscle, and liver tissues in grazing Japanese Shorthorn (JSH) steers by a transcriptomic approach. Methods: The subcutaneous fat (SCF), biceps femoris muscle (BFM), and liver in JSH steers after three months of grazing or housing were analyzed using microarray and quantitative polymerase chain reaction (qPCR), followed by gene ontology (GO) and functional annotation analyses. Results: The results of transcriptomics indicated that SCF was highly responsive to grazing compared to BFM and liver tissues. The 'Exosome', 'Carbohydrate metabolism' and 'Lipid metabolism' were extracted as the relevant GO terms in SCF and BFM, and/or liver from the >1.5-fold-altered mRNAs in grazing steers. The qPCR analyses showed a trend of upregulated gene expression related to exosome secretion and internalization (charged multivesicular body protein 4A, vacuolar protein sorting-associated protein 4B, vesicle associated membrane protein 7, caveolin 1) in the BFM and SCF, as well as upregulation of lipolysis-associated mRNAs (carnitine palmitoyltransferase 1A, hormone-sensitive lipase, perilipin 1, adipose triglyceride lipase, fatty acid binding protein 4) and most of the microRNAs (miRNAs) in SCF. Moreover, gene expression related to fatty acid uptake and inter-organ signaling (solute carrier family 27 member 4 and angiopoietin-like 4) was upregulated in BFM, suggesting activation of SCF-BFM organ crosstalk for energy metabolism. Meanwhile, expression of plasma exosomal miR-16a, miR-19b, miR-21-5p, and miR-142-5p was reduced. According to bioinformatic analyses, the c-miRNA target genes are associated with the terms 'Endosome', 'Caveola', 'Endocytosis', 'Carbohydrate metabolism', and with pathways related to environmental information processing and the endocrine system. Conclusion: Exosome and fatty acid metabolism-related gene expression was altered in SCF of grazing cattle, which could be regulated by miRNA such as miR-142-5p. These changes occurred coordinately in both the SCF and BFM, suggesting involvement of exosome in the SCF-BFM organ crosstalk to modulate energy metabolism.

Identification of Differentially Expressed Genes in Ducks in Response to Avian Influenza A Virus Infections

  • Ndimukaga, Marc;Won, Kyunghye;Truong, Anh Duc;Song, Ki-Duk
    • 한국가금학회지
    • /
    • 제47권1호
    • /
    • pp.9-19
    • /
    • 2020
  • 본 연구는 고병원성 조류 인플루엔자 바이러스(high pathogenic avian influenza virus; HPAIV)와 저병원성 조류인플루엔자 바이러스(low pathogenic avian virus; LPAIV)가 감염된 오리의 폐세포에서 보고된 기존 전사체 데이터를 재분석하여 조류 인플루엔자 감염에 대응하는 숙주의 공통 전사체를 발굴하고, 생물정보 분석을 실시하여 바이오 마커로서 가능성을 제시하기 위하여 수행하였다. 이전 연구에서 생산된 microarray 데이터 세트를 재분석하여, HPAIV와 LPAIV가 각각 감염된 오리의 폐세포에서 각각 총 731 및 439개의 차등발현 유전자를 발굴하였다. 이들 차등발현 유전자 중에서, 227개의 유전자가 HPAIV와 LPAIV가 감염된 세포에서 공통적으로 조절되어, 193개의 유전자는 발현이 증가한 반면, 34개의 유전자는 발현이 감소하였다. 생물정보 분석을 통하여 차등발현 유전자들의 기능에 대한 주석달기를 실시하여, 리보솜과 단백질 대사 및 유전자 발현 관련 GO가 풍부해짐을 확인하였다. REACTOME 분석을 통하여 단백질 및 RNA 대사 경로 및 콜라겐 생합성과 변형을 포함한 조직 복구 경로가 조절됨을 확인하였다. 보다 구체적으로, 번역 및 RNA 품질 관리 경로에 관여하는 단백질을 코딩하는 유전자는 HPAIV 및 LPAIV 감염에 반응하여 발현의 증가 또는 감소하는 방향으로 조절되어 AIV가 숙주 번역 기계를 억제함으로써 숙주 방어 시스템을 회피할 수 있거나 번역을 위해 세포질로 내보내기 전에 AIV가 억제될 수 있음을 시사한다. AIV 감염은 바이러스 감염으로 인한 조직의 병변 형성을 조절하는 경로를 활성화시킬 수 있음을 시사한다.

신 바이오디젤 원료 작물인 Camelina의 cDNA library 제작 및 유전자 특성 (Construction and Characterization of a cDNA Library from the Camelina sativa L. as an Alternative Oil-Seed Crop)

  • 박원;장영석;안성주
    • 한국작물학회지
    • /
    • 제55권2호
    • /
    • pp.151-158
    • /
    • 2010
  • 지금까지 양구슬냉이의 유전정보는 거의 연구되지 않았으므로 우리는 양구슬냉이의 잎으로부터 cDNA library를 제작하고 발현유전자의 종류와 기능별 분류를 조사하였다. 그 결과를 요약하면 다음과 같다. 1. cDNA library에서 1334개 의 클론들을 얻었고 삽입된 단편들의 염기서열의 평균길이는 736bp였다. 우리는 1269개의 high-quality expressed sequence tags (ESTs) 서열을 얻었다. 이러한 EST의 클러스터 분석결과 고유 염기서열(unigene)을 가진 유전자의 수는 851개를 나타냈다. 2. Unigene 476개는 GeneBank에 기능이 알려진 유전자들과 고도의 상동성을 나타내었다. 다른 375개의 unigene들은 기능이 알려지지 않은 것들이었다. 나머지 63개는 NCBI데이터베이스에 어떤 유전자와도 상동성을 보이지 않았고 이러한 유전자들은 아마도 양구슬냉이의 잎에서 발현되는 새로운 유전자일 것으로 보인다. 3. 데이터베이스에서 상동성을 나타낸 EST들을 기능별 주석에 따라서 17개의 카테고리로 분류하였다. 대표적으로 가장 분포도가 높은 카테고리는 결합 기능 또는 보조인자 요구의 단백질(27%), 대사(11%), 세포 소기관 위치(11%), 세포수송과 수송기관 그리고 수송 경로(7%), 에너지(6%), 대사와 단백질 기능의 조절(6%) 등이 있다. 이러한 우리의 연구 결과는 양구슬냉이의 유용한 유전적 자원과 전반적인 mRNA 발현 정보를 제공해 줌으로써 대체 에너지 작물로 떠오르는 양구슬냉이의 다양한 분자적 연구에 기여할 것으로 사료된다.

Transcriptional Profiling of Differentially Expressed Genes in Porcine Satellite Cell

  • Jeong, Jin Young;Kim, Jang Mi;Rajesh, Ramanna Valmiki;Suresh, Sekar;Jang, Gul Won;Lee, Kyung-Tai;Kim, Tae Hun;Park, Mina;Jeong, Hak Jae;Kim, Kyung Woon;Cho, Yong Min;Lee, Hyun-Jeong
    • Reproductive and Developmental Biology
    • /
    • 제37권4호
    • /
    • pp.233-245
    • /
    • 2013
  • Muscle satellite cell (SC) is responsible for postnatal muscle growth, repair, and regeneration. Satellite cell is an important source of multi-potent stem cell process and differentiation into adipogenic, myogenic, and osteoblastogenic. The objective of this study was to identify alter of transcriptome during differentiation in porcine satellite cell and to elevated transcriptome at different stages of postnatal development to gain insight into the differences in differentiated PSC. We used RNA-seq technique to investigate the transcriptomes during differentiation in pig muscle. Sequence reads were obtained from Illumina HiSeq2000. Differentially expressed genes (DEG) were detected by EdgeR. Gene ontology (GO) terms are powerful tool for unification among representation genes or products. In study of GO biological terms, functional annotation clustering involved in cell cycle, apoptosis, extracellular matrix, phosphorylation, proteolysis, and cell signaling in differences stage. Taken together, these results would be contributed to a better understanding of muscle biology and processes underlying differentiation. Our results suggest that the source of DEGs could be better understanding of the mechanism of muscle differentiation and transdifferentiation.