• 제목/요약/키워드: Illumina

검색결과 271건 처리시간 0.025초

Thermal impacts on transcriptome of Pectoralis major muscle collected from commercial broilers, Thai native chickens and its crossbreeds

  • Yuwares Malila;Tanaporn Uengwetwanit;Pornnicha Sanpinit;Wipakarn Songyou;Yanee Srimarut;Sajee Kunhareang
    • Animal Bioscience
    • /
    • 제37권1호
    • /
    • pp.61-73
    • /
    • 2024
  • Objective: The main objective of this study was to define molecular mechanisms associated with thermal stress responses of chickens from commercial broilers (BR, Ross 308), Thai native chickens (NT) and crossbreeds between BR×NT (H75). Methods: Twenty days before reaching specific market age, chickens from each breed were divided into control and thermal-stressed groups. The stressed groups were exposed to a cyclic thermal challenge (35℃±1℃ for 6 h, followed by 26℃±1℃ for 18 h) for 20 days. Control group was raised under a constant temperature of 26℃±1℃. Pectoralis major (n = 4) from each group was collected for transcriptome analysis using HiSeq Illumina and analysis of glycogen and lactate. Gene expression patterns between control and thermal-stressed groups were compared within the same breeds. Results: Differentially expressed transcripts of 65, 59, and 246 transcripts for BR, NT, and H75, respectively, were revealed by RNA-Seq and recognized by Kyoto encyclopedia of genes and genomes database. Pathway analysis underlined altered glucose homeostasis and protein metabolisms in all breeds. The signals centered around phosphatidylinositol 3-kinase (PI3K)/Akt signaling, focal adhesion, and MAPK signaling in all breeds with slight differences in molecular signal transduction patterns among the breeds. An extensive apoptosis was underlined for BR. Roles of AMPK, MAPK signaling and regulation of actin cytoskeleton in adaptive response were suggested for H75 and NT chickens. Lower glycogen content was observed in the breast muscles of BR and NT (p<0.01) compared to their control counterparts. Only BR muscle exhibited increased lactate (p<0.01) upon exposure to the stress. Conclusion: The results provided a better comprehension regarding the associated biological pathways in response to the cyclic thermal stress in each breed and in chickens with different growth rates.

Age-induced Changes in Ginsenoside Accumulation and Primary Metabolic Characteristics of Panax Ginseng in Transplantation Mode

  • Wei Yuan;Qing-feng Wang;Wen-han Pei;Si-yu Li;Tian-min Wang;Hui-peng Song;Dan Teng;Ting-guo Kang;Hui Zhang
    • Journal of Ginseng Research
    • /
    • 제48권1호
    • /
    • pp.103-111
    • /
    • 2024
  • Background: Ginseng (Panax ginseng Mayer) is an important natural medicine. However, a long culture period and challenging quality control requirements limit its further use. Although artificial cultivation can yield a sustainable medicinal supply, research on the association between the transplantation and chaining of metabolic networks, especially the regulation of ginsenoside biosynthetic pathways, is limited. Methods: Herein, we performed Liquid chromatography tandem mass spectrometry based metabolomic measurements to evaluate ginsenoside accumulation and categorise differentially abundant metabolites (DAMs). Transcriptome measurements using an Illumina Platform were then conducted to probe the landscape of genetic alterations in ginseng at various ages in transplantation mode. Using pathway data and crosstalk DAMs obtained by MapMan, we constructed a metabolic profile of transplantation Ginseng. Results: Accumulation of active ingredients was not obvious during the first 4 years (in the field), but following transplantation, the ginsenoside content increased significantly from 6-8 years (in the wild). Glycerolipid metabolism and Glycerophospholipid metabolism were the most significant metabolic pathways, as Lipids and lipid-like molecule affected the yield of ginsenosides. Starch and sucrose were the most active metabolic pathways during transplantation Ginseng growth. Conclusion: This study expands our understanding of metabolic network features and the accumulation of specific compounds during different growth stages of this perennial herbaceous plant when growing in transplantation mode. The findings provide a basis for selecting the optimal transplanting time.

Population diversity, admixture, and demographic trend of the Sumba Ongole cattle based on genomic data

  • Pita Sudrajad;Hartati Hartati;Bayu Dewantoro Putro Soewandi;Saiful Anwar;Angga Ardhati Rani Hapsari;Tri Satya Mastuti Widi;Sigit Bintara;Dyah Maharani
    • Animal Bioscience
    • /
    • 제37권4호
    • /
    • pp.591-599
    • /
    • 2024
  • Objective: Sumba Ongole (SO) cattle are valuable breed due to their important role in the development of Indonesian cattle. Despite rapid advances in molecular technology, no genomic studies on SO cattle have been conducted to date. The aim of this study is to provide genomic profile related to the population diversity, admixture, and demographic trends of SO cattle. Methods: Genomic information was gathered from 79 SO cattle using the Illumina Bovine SNP50 v3 Beadchip, and for comparative purposes, additional genotypes from 209 cattle populations worldwide were included. The expected and observed heterozygosity, inbreeding coefficient, pairwise fixation indices between-population, and Nei's genetic distance were examined. Multidimensional scaling, admixture, and treemix analyses were used to investigate the population structure. Based on linkage disequilibrium and effective population size calculations, the demographic trend was observed. Results: The findings indicated that the genetic diversity of SO cattle was similar to that of other indicine breeds. SO cattle were genetically related to indicines but not to taurines or Bali cattle. The study further confirmed the close relationship between SO, Ongole, and Nellore cattle. Additionally, a small portion of the Ongole mixture were identified dominant in the SO population at the moment. The study also discovered that SO and Bali cattle (Bos javanicus) could have been ancestors in the development of Ongole Grade cattle, which corresponds to the documented history of Ongolization. Our finding indicate that SO cattle have maintained stability and possess unique traits separate from their ancestors. Conclusion: In conclusion, the genetic diversity of the SO cattle has been conserved as a result of the growing significance of the present demographic trend. Consistent endeavors are necessary to uphold the fitness of the breed.

Evaluation of accuracies of genomic predictions for body conformation traits in Korean Holstein

  • Md Azizul Haque;Mohammad Zahangir Alam;Asif Iqbal;Yun Mi Lee;Chang Gwon Dang;Jong Joo Kim
    • Animal Bioscience
    • /
    • 제37권4호
    • /
    • pp.555-566
    • /
    • 2024
  • Objective: This study aimed to assess the genetic parameters and accuracy of genomic predictions for twenty-four linear body conformation traits and overall conformation scores in Korean Holstein dairy cows. Methods: A dataset of 2,206 Korean Holsteins was collected, and genotyping was performed using the Illumina Bovine 50K single nucleotide polymorphism (SNP) chip. The traits investigated included body traits (stature, height at front end, chest width, body depth, angularity, body condition score, and locomotion), rump traits (rump angle, rump width, and loin strength), feet and leg traits (rear leg set, rear leg rear view, foot angle, heel depth, and bone quality), udder traits (udder depth, udder texture, udder support, fore udder attachment, front teat placement, front teat length, rear udder height, rear udder width, and rear teat placement), and overall conformation score. Accuracy of genomic predictions was assessed using the single-trait animal model genomic best linear unbiased prediction method implemented in the ASReml-SA v4.2 software. Results: Heritability estimates ranged from 0.10 to 0.50 for body traits, 0.21 to 0.35 for rump traits, 0.13 to 0.29 for feet and leg traits, and 0.05 to 0.46 for udder traits. Rump traits exhibited the highest average heritability (0.29), while feet and leg traits had the lowest estimates (0.21). Accuracy of genomic predictions varied among the twenty-four linear body conformation traits, ranging from 0.26 to 0.49. The heritability and prediction accuracy of genomic estimated breeding value (GEBV) for the overall conformation score were 0.45 and 0.46, respectively. The GEBVs for body conformation traits in Korean Holstein cows had low accuracy, falling below the 50% threshold. Conclusion: The limited response to selection for body conformation traits in Korean Holsteins may be attributed to both the low heritability of these traits and the lower accuracy estimates for GEBVs. Further research is needed to enhance the accuracy of GEBVs and improve the selection response for these traits.

Evaluation of genetic differentiation and search for candidate genes for reproductive traits in pigs

  • Elena Romanets;Siroj Bakoev;Timofey Romanets;Maria Kolosova;Anatoly Kolosov;Faridun Bakoev;Olga Tretiakova;Alexander Usatov;Lyubov Getmantseva
    • Animal Bioscience
    • /
    • 제37권5호
    • /
    • pp.832-838
    • /
    • 2024
  • Objective: The use of molecular genetic methods in pig breeding can significantly increase the efficiency of breeding and breeding work. We applied the Fst (fixsacion index) method, the main focus of the work was on the search for common options related to the number of born piglets and the weight of born piglets, since today the urgent task is to prevent a decrease in the weight of piglets at birth while maintaining high fertility of sows. Methods: One approach is to scan the genome, followed by an assessment of Fst and identification of selectively selected regions. We chose Large White sows (n = 237) with the same conditions of keeping and feeding. The data were collected from the sows across three farrowing. For genotyping, we used GeneSeek GGP Porcine HD Genomic Profiler v1, which included 68,516 single nucleotide polymorphisms evenly distributed with an average spacing of 25 kb (Illumina Inc, San Diego, CA, USA). Results: Based on the results of the Fst analysis, 724 variants representing selection signals for the signs BALWT, BALWT1, NBA, and TNB (weight of piglets born alive, average weight of the 1st piglets born alive, total number born alive, total number born). At the same time, 18 common variants have been identified that are potential markers for both the number of piglets at birth and the weight of piglets at birth, which is extremely important for breeding work to improve reproductive characteristics in sows. Conclusion: Our work resulted in identification of variants associated with the reproductive characteristics of pigs. Moreover, we identified, variants which are potential markers for both the number of piglets at birth and the weight of piglets at birth, which is extremely important for breeding work to improve reproductive performance in sows.

Studies of Molecular Breeding Technique Using Genome Information on Edible Mushrooms

  • Kong, Won-Sik;Woo, Sung-I;Jang, Kab-Yeul;Shin, Pyung-Gyun;Oh, Youn-Lee;Kim, Eun-sun;Oh, Min-Jee;Park, Young-Jin;Lee, Chang-Soo;Kim, Jong-Guk
    • 한국균학회소식:학술대회논문집
    • /
    • 한국균학회 2015년도 춘계학술대회 및 임시총회
    • /
    • pp.53-53
    • /
    • 2015
  • Agrobacterium tumefaciens-mediated transformation(ATMT) of Flammulina velutipes was used to produce a diverse number of transformants to discover the functions of gene that is vital for its variation color, spore pattern and cellulolytic activity. Futhermore, the transformant pool will be used as a good genetic resource for studying gene functions. Agrobacterium-mediated transformation was conducted in order to generate intentional mutants of F. velutipes strain KACC42777. Then Agrobacterium tumefaciens AGL-1 harboring pBGgHg was transformed into F. velutipes. This method is use to determine the functional gene of F. velutipes. Inverse PCR was used to insert T-DNA into the tagged chromosomal DNA segments and conducting sequence analysis of the F. velutipes. But this experiment had trouble in diverse morphological mutants because of dikaryotic nature of mushroom. It needed to make monokaryotic fruiting varients which introduced genes of compatible mating types. In this study, next generation sequencing data was generated from 28 strains of Flammulina velutipes with different phenotypes using Illumina Hiseq platform. Filtered short reads were initially aligned to the reference genome (KACC42780) to construct a SNP matrix. And then we built a phylogenetic tree based on the validated SNPs. The inferred tree represented that white- and brown- fruitbody forming strains were generally separated although three brown strains, 4103, 4028, and 4195, were grouped with white ones. This topological relationship was consistently reappeared even when we used randomly selected SNPs. Group I containing 4062, 4148, and 4195 strains and group II containing 4188, 4190, and 4194 strains formed early-divergent lineages with robust nodal supports, suggesting that they are independent groups from the members in main clades. To elucidate the distinction between white-fruitbody forming strains isolated from Korea and Japan, phylogenetic analysis was performed using their SNP data with group I members as outgroup. However, no significant genetic variation was noticed in this study. A total of 28 strains of Flammulina velutipes were analyzed to identify the genomic regions responsible for producing white-fruiting body. NGS data was yielded by using Illumina Hiseq platform. Short reads were filtered by quality score and read length were mapped on the reference genome (KACC42780). Between the white- and brown fruitbody forming strains. There is a high possibility that SNPs can be detected among the white strains as homozygous because white phenotype is recessive in F. velutipes. Thus, we constructed SNP matrix within 8 white strains. SNPs discovered between mono3 and mono19, the parental monokaryotic strains of 4210 strain (white), were excluded from the candidate. If the genotypes of SNPs detected between white and brown strains were identical with those in mono3 and mono19 strains, they were included in candidate as a priority. As a result, if more than 5 candidates SNPs were localized in single gene, we regarded as they are possibly related to the white color. In F. velutipes genome, chr01, chr04, chr07,chr11 regions were identified to be associated with white fruitbody forming. White and Brown Fruitbody strains can be used as an identification marker for F. veluipes. We can develop some molecular markers to identify colored strains and discriminate national white varieties against Japanese ones.

  • PDF

유용한 바실러스의 토양 접종에 따른 토착 세균 군집의 변화 (Changes in Resident Soil Bacterial Communities in Response to Inoculation of Soil with Beneficial Bacillus spp.)

  • 김이슬;김상윤;안주희;상미경;원항연;송재경
    • 한국미생물·생명공학회지
    • /
    • 제46권3호
    • /
    • pp.253-260
    • /
    • 2018
  • 유용미생물은 임업과 축산 분야에 활용될 뿐만 아니라 병해충 방제와 작물 생육 증진 등의 용도로 농업에서 널리 이용되고 있다. 하지만 유용미생물의 토양에서의 생존율과 정착율에 대한 연구는 미미한 형편이다. 본 연구에서는 마이크로코즘을 이용해 바실러스 3 균주를 토양에 처리한 후, 이들의 토양 내 생존능을 정량 PCR을 이용하여 13일 동안 정량적으로 분석하였다. 또한 Illumina MiSeq 플랫폼을 이용하여 바실러스 3 균주 처리구와 대조구의 토양미생물 군집 분포를 비교 및 분석하였다. 바실러스 3 균주의 처리 직후 토양 내 밀도는 건조토양 1 그람당 평균 $4.4{\times}10^6$ 유전자수로 대조구에 비해 1,000배 이상 높았다. 바실러스 균주의 토양 내 밀도는 처리 후 약 일주일 간 유지되었고 그 후부터는 유의성 있게 감소하였지만 여전히 대조구보다 100배 이상 높았다. 바실러스 균주 처리 후 토양 내 미생물 군집 구조 분석 결과, 대조구와 처리구 모두 Acidobacteria 문($26.3{\pm}0.9%$), Proteobacteria 문($24.2{\pm}0.5%$), Chloroflexi 문($11.1{\pm}0.4%$), Actinobacteria 문($9.7{\pm}2.5%$)에 속하는 세균이 우점하였다. 대조구 대비 처리구에서 Actinobacteria 문의 비율은 뚜렷하게 감소하였지만 Bacteroidetes 문과 Firmicutes 문의 비율은 증가하는 경향이었다. 속 수준에서 바실러스 3 균주를 처리함에 따라 일부 세균 군집의 종 풍부도를 변화되었고, 결국 전체 토착 미생물 군집 구조가 변화되었음을 확인할 수 있었다. 본 연구에서 수행한 유용한 바실러스의 토양 접종 후 이들의 토양 내 생존능 분석 및 토착 세균 군집의 변화는 유용미생물을 생물적 제제로 시설재배지에 사용할 때 중요한 정보를 제공할 것으로 판단된다.

저항성 운동이 골격근 유전자 발현에 미치는 영향: Beadarray 분석 (Effect of Resistance Training on Skeletal Muscle Gene Expression in Rats: a Beadarray Analysis)

  • 오승렬;오상덕
    • 생명과학회지
    • /
    • 제23권1호
    • /
    • pp.116-124
    • /
    • 2013
  • 본 연구의 목적은 저항성 운동 후 골격근에서 저항성 관련 유전자를 규명하는 것이다. 연구 목적을 달성하기 위하여 총 32두의 Sprague-Dawley계 수컷 흰쥐를 분양 받은 후 4주차 통제군(4 wks CON, n=8), 8주차 통제군(8 wks CON, n=8), 4주차 운동군(4 wks REG, n=8), 8주차 운동군(8 wks REG, n=8)으로 집단을 분류하였다. 저항성 운동군은 꼬리에 무게를 달고 동물용 사다리(1-m vertical, 85 degree incline)를 오르는 저항성 사다리 운동을 1회 10번, 주당 3일, 4주와 8주간 점증적으로 실시하였으며, 골격근 조직은 저항성 운동 후 장무지굴근(flexor hallucis longus; FHL)을 적출하여 분석에 이용하였다. 적출한 골격근에서 total RNA를 분류한 후, 대규모 유전자 발현분석을 위하여 Illumina RatRef-12 Expression BeadChip을 이용한 Beadarray를 시행하였으며, Beadarray 결과를 확인하기 위해 qPCR (real-time quantitative PCR)를 실시하였다. 유의성 검증은 Beadstudio software를 이용하여 실시하였으며, Beadarray 데이터 중 Detection p-value to <0.01, M-value {M= $log_2$ (condition)-$log_2$ (reference)} to >1.0, DiffScore to >20인 유전자만을 통계적으로 의미 있는 유전자로 선택하였다. 4주차 저항성 운동 후 통제집단에 비해 2배 이상 유의하게 발현이 증가한 유전자는 30개였으며, 6개의 유전자가 감소하였다. 8주차 저항성 운동 후에는 5개의 유전자가 발현이 증가하였으며, 12개의 유전자가 유의하게 감소하였다. 연구결과 다음의 유전자를 포함한 저항성 운동과 근비대와 관련 후보 유전자를 도출하였다; 1) 세포 성장 조절(IGFBP1, PLA2G2A, OKL38); 2) 근육발생(CSRP3); 3) 조직 재생과 근육 발달(MUSTN1, MYBPH); and 4) 비대 모델(CYR61, ATF3, NR4A3); and 5) 당대사(G6PC, PCK1). 이러한 연구결과는 차후 저항성 운동과 관련된 다양한 생리학적 변인을 연구하는데 있어서 기초 자료를 제공할 것으로 생각된다.

일루미나에서 제작된 TSLRH (Truseq Synthetic Long-Read Haplotyping)와 10X Genomics에서 제작된 The Chromium Genome 시퀀싱 플랫폼을 이용하여 생산된 한우(한국 재래 소)의 반수체형 페이징 및 단일염기서열변이 비교 분석 (A Comparative Analysis of the Illumina Truseq Synthetic Long-read Haplotyping Sequencing Platform versus the 10X Genomics Chromium Genome Sequencing Platform for Haplotype Phasing and the Identification of Single-nucleotide variants (SNVs) in Hanwoo (Korean Native Cattle))

  • 박원철;크리스나무티 스리칸스;박종은;신동현;고해수;임다정;조인철
    • 생명과학회지
    • /
    • 제29권1호
    • /
    • pp.1-8
    • /
    • 2019
  • 한우(한국 재래 소)에서 반수체형 페이징을 위한 고밀도 시퀀싱을 이용한 비교 분석 논문은 많지가 않다. 이런 고밀도 시퀀싱 플랫폼 중에서, 일루미나에서 서비스 하는 Truseq Synthetic Long-Read Haplotyping 시퀀싱 플랫폼(TSLRH)과 10X Genomics에서 서비스하는 The Chromium Genome 시퀀싱 플랫폼을 특별히 비교 분석하는 논문은 없다. 우리는 한우 연구소의 한우 종모우(아이디: TN1505D2184 or 27214)의 정액에서 DNA를 추출하였으며, 이 DNA로부터 각각의 시퀀싱 플랫폼을 이용하여 시퀀싱 데이터를 생산하였다. 그 후, 우리는 각각의 시퀀싱 플랫폼에 맞는 분석 방법을 이용하여 단일염기서열변이들은 찾아냈다. 그 결과, TSLRH과 10XG의 전체 리드 수는 각각 355,208,304, 1,632,772,004, 맵핑 리드의 개수는 351,992,768(99.09%), 1,526,641,824(93.50%), Q30(%)은 89.04%, 88.60%, 평균 밀도는 13.04X, 74.3X, 가장 긴 페이즈 블락은 1,982,706bp, 1,480,081 bp, N50 페이즈 블락은 57,637 bp, 114,394 bp, 전체 단일염기서열변이는 4,534,989, 8,496,813, 전체 페이징 비율은 72.29%, 87.67%였다. 더욱이, 우리는 각각의 시퀀싱 플랫폼을 비교해서 각각의 시퀀싱 플랫폼의 고유한 단일염기서열변이와 두 시퀀싱 플랫폼에서 공통적으로 존재하는 단일염기서열변이를 각 염색체 별로 확인하였으며, 단일염기서열변이의 개수는 염색체 길이에 정비례한다는 결과를 확인하였다. 결론적으로, 본 연구에서 추천하는 바는 연구비가 충분하지 않을 시에는 TSLRH 보다 10XG을 사용하는 것을 추천한다. 왜냐하면 전체 리드 및 단일염기서열변이 개수, N50 페이즈 블락, 가장 긴 페이즈 블락, 페이즈 비율 그리고 평균 밀도 등이 TSLRH 보다 10XG가 더 높거나 좋기 때문이다.

Gene Expression Profile of T-cell Receptors in the Synovium, Peripheral Blood, and Thymus during the Initial Phase of Collagen-induced Arthritis

  • Kim, Ji-Young;Lim, Mi-Kyoung;Sheen, Dong-Hyuk;Kim, Chan;Lee, So-Young;Park, Hyo;Lee, Min-Ji;Lee, Sang-Kwang;Yang, Yun-Sik;Shim, Seung-Cheol
    • IMMUNE NETWORK
    • /
    • 제11권5호
    • /
    • pp.258-267
    • /
    • 2011
  • Background: Current management strategies attempt to diagnose rheumatoid arthritis (RA) at an early stage. Transcription profiling is applied in the search for biomarkers for detecting early-stage disease. Even though gene profiling has been reported using several animal models of RA, most studies were performed after the development of active arthritis, and conducted only on the peripheral blood and joint. Therefore, we investigated gene expression during the initial phase of collagen-induced arthritis (CIA) before the arthritic features developed in the thymus in addition to the peripheral blood and synovium. Methods: For gene expression analysis using cDNA microarray technology, samples of thymus, blood, and synovium were collected from CIA, rats immunized only with type II collagen (Cll), rats immunized only with adjuvant, and unimmunized rats on days 4 and 9 after the first immunization. Arrays were scanned with an Illumina bead array. Results: Of the 21,910 genes in the array, 1,243 genes were differentially expressed at least 2-fold change in various organs of CIA compared to controls. Among the 1,243 genes, 8 encode T-cell receptors (TCRs), including CD3${\zeta}$, CD3${\delta}$, CD3${\varepsilon}$, CD8${\alpha}$, and CD8${\beta}$ genes, which were down-regulated in CIA. The synovium was the organ in which the genes were differentially expressed between CIA and control group, and no difference were found in the thymus and blood. Further, we determined that the differential expression was affected by adjuvant more than Cll. The differential expression of genes as revealed by real-time RT-PCR, was in agreement with the microarray data. Conclusion: This study provides evidence that the genes encoding TCRs including CD3${\zeta}$, CD3${\delta}$, CD3${\varepsilon}$, CD8${\alpha}$, and CD8${\beta}$ genes were down-regulated during the initial phase of CIA in the synovium of CIA. In addition, adjuvant played a greater role in the down-regulation of the CD3 complex compared to CII. Therefore, the down-regulation of TCR gene expression occurred dominantly by adjuvant could be involved in the pathogenesis of the early stage at CIA.