• 제목/요약/키워드: Differentially expressed genes(DEGs)

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볼락(Sebastes inermis) 근육단백질 유전자의 성장단계별 발현 양상과 parvalbumin 유전자 클로닝 (Expression Pattern of Skeletal-Muscle Protein Genes and Cloning of Parvalbumin mRNA in Dark-banded Rockfish (Sebastes inermis))

  • 장요순
    • 한국어류학회지
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    • 제23권1호
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    • pp.1-9
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    • 2011
  • ACP (annealing control primer)를 사용하여 DDRT (differential display reverse transcription)-PCR 방법으로 볼락의 성장단계에 따라 발현량 차이를 나타내는 DEG (differentially expressed gene)를 확보하였다. ACP 120개를 분석하여 18개월령 근육조직에서보다 6개월령 근육조직에서 발현량이 많은 DEG 16개와 6개월령 근육조직에서보다 18개월령 근육조직에서 발현량이 더 많은 DEG22개의 염기서열을 분석하였다. DEG 염기서열을 BLAST 검색한 결과, parvalbumin (PVALB) 등 18개의 유전자(PVALB, NDKB, TPM, TnI, GAPDH, CKM2, factor 2 SERF2, AMPD, TRICA, ARHGAP15, ESD, hsp70, COL1A2, GST, Midllip1, MYL1, SERCA1B, FTH1)와 69~95%의 상동성을 나타냈다. Real time PCR 분석법으로 6개월령 근육조직에서 발현량이 많은 DEG14와 PVALB 유전자의 성장단계별 발현양상을 조사한 결과, 볼락이 성장함에 따라 발현량이 감소하였으며, 특히 PVALB 유전자는 6개월령 이후에는 발현량이 극히 적었다. 6개월령 근육조직에서보다 18 개월령 근육조직에서 발현량에서 많았던 CKM2 유전자는 성장함에 따라 발현량이 계속 증가하였고, 4세 이후에는 발현량이 감소하였다. DEG의 조직특이적 발현양상을 분석한 결과, DEG14는 근육, 간, 신장, 및 비장조직에서 발현되었으며, PVALB 유전자는 근육과 신장조직에서 발현되었고, 간과 비장조직에서는 발현되지 않았다. CKM2 유전자는 근육, 신장 및 비장조직에서 발현되었고, 간 조직에서는 발현되지 않았다. PVALB 유전자의 mRNA 크기는 659 bp 이며, 110개의 아미노산으로 구성되어 있다. Parvalbumin과 CKM2 유전자는 성장속도가 빠른 어류 선발에 이용할 수 있는 분자마커 개발에 활용하고자한다.

Genome-Wide Transcriptomic Analysis of n-Caproic Acid Production in Ruminococcaceae Bacterium CPB6 with Lactate Supplementation

  • Lu, Shaowen;Jin, Hong;Wang, Yi;Tao, Yong
    • Journal of Microbiology and Biotechnology
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    • 제31권11호
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    • pp.1533-1544
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    • 2021
  • n-Caproic acid (CA) is gaining increased attention due to its high value as a chemical feedstock. Ruminococcaceae bacterium strain CPB6 is an anaerobic mesophilic bacterium that is highly prolific in its ability to perform chain elongation of lactate to CA. However, little is known about the genome-wide transcriptional analysis of strain CPB6 for CA production triggered by the supplementation of exogenous lactate. In this study, cultivation of strain CPB6 was carried out in the absence and presence of lactate. Transcriptional profiles were analyzed using RNA-seq, and differentially expressed genes (DEGs) between the lactate-supplemented cells and control cells without lactate were analyzed. The results showed that lactate supplementation led to earlier CA p,roduction, and higher final CA titer and productivity. 295 genes were substrate and/or growth dependent, and these genes cover crucial functional categories. Specifically, 5 genes responsible for the reverse β-oxidation pathway, 11 genes encoding ATP-binding cassette (ABC) transporters, 6 genes encoding substrate-binding protein (SBP), and 4 genes encoding phosphotransferase system (PTS) transporters were strikingly upregulated in response to the addition of lactate. These genes would be candidates for future studies aiming at understanding the regulatory mechanism of lactate conversion into CA, as well as for the improvement of CA production in strain CPB6. The findings presented herein reveal unique insights into the biomolecular effect of lactate on CA production at the transcriptional level.

Effects of deoxynivalenol- and zearalenone-contaminated feed on the gene expression profiles in the kidneys of piglets

  • Reddy, Kondreddy Eswar;Lee, Woong;Jeong, Jin young;Lee, Yookyung;Lee, Hyun-Jeong;Kim, Min Seok;Kim, Dong-Woon;Yu, Dongjo;Cho, Ara;Oh, Young Kyoon;Lee, Sung Dae
    • Asian-Australasian Journal of Animal Sciences
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    • 제31권1호
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    • pp.138-148
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    • 2018
  • Objective: Fusarium mycotoxins deoxynivalenol (DON) and zearalenone (ZEN), common contaminants in the feed of farm animals, cause immune function impairment and organ inflammation. Consequently, the main objective of this study was to elucidate DON and ZEN effects on the mRNA expression of pro-inflammatory cytokines and other immune related genes in the kidneys of piglets. Methods: Fifteen 6-week-old piglets were randomly assigned to three dietary treatments for 4 weeks: control diet, and diets contaminated with either 8 mg DON/kg feed or 0.8 mg ZEN/kg feed. Kidney samples were collected after treatment, and RNA-seq was used to investigate the effects on immune-related genes and gene networks. Results: A total of 186 differentially expressed genes (DEGs) were screened (120 upregulated and 66 downregulated). Gene ontology analysis revealed that the immune response, and cellular and metabolic processes were significantly controlled by these DEGs. The inflammatory stimulation might be an effect of the following enriched Kyoto encyclopedia of genes and genomes pathway analysis found related to immune and disease responses: cytokine-cytokine receptor interaction, chemokine signaling pathway, toll-like receptor signaling pathway, systemic lupus erythematosus (SLE), tuberculosis, Epstein-Barr virus infection, and chemical carcinogenesis. The effects of DON and ZEN on genome-wide expression were assessed, and it was found that the DEGs associated with inflammatory cytokines (interleukin 10 receptor, beta, chemokine [C-X-C motif] ligand 9, CXCL10, chemokine [C-C motif] ligand 4), proliferation (insulin like growth factor binding protein 4, IgG heavy chain, receptor-type tyrosine-protein phosphatase C, cytochrome P450 1A1, ATP-binding cassette sub-family 8), and other immune response networks (lysozyme, complement component 4 binding protein alpha, oligoadenylate synthetase 2, signaling lymphocytic activation molecule-9, ${\alpha}$-aminoadipic semialdehyde dehydrogenase, Ig lambda chain c region, pyruvate dehydrogenase kinase, isozyme 4, carboxylesterase 1), were suppressed by DON and ZEN. Conclusion: In summary, our results indicate that high concentrations of DON and ZEN suppress the inflammatory response in kidneys, leading to potential effects on immune homeostasis.

Differences in Gene Expression Profiles Reflecting Differences in Drug Sensitivity to Acetaminophen in Normal and Transformed Hepatic Cell Lines In vitro

  • Jeong, Youn-Kyoung;Kang, Jin-Seok;Kim, Joo-Whan;Suh, Soo-Kyung;Lee, Michael;Kim, Seung-Hee;Lee, Sang-Kook;Park, Sue-Nie
    • Molecular & Cellular Toxicology
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    • 제5권1호
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    • pp.32-43
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    • 2009
  • Acetaminophen (APAP) overdose is known to cause severe hepatotoxicity mainly through the depletion of glutathione. In this study, we compared the cytotoxic effects of APAP on both a normal murine hepatic cell line, BNL CL.2, and its SV40-transformed cell line, BNL SV A.8. Gene expression profiles for APAP-treated cells were also obtained using microarray and analyzed to identify differences in genes or profiles that may explain the differences of susceptibility to APAP in these cell lines. These two cell lines exhibited different susceptibilities to APAP (0-$5,000{\mu}M$); BNL SV A.8 cells were more susceptible to APAP treatment compared to BNL CL.2 cells. A dose of $625{\mu}M$ APAP, which produced significant differences in cytotoxicity in these cell lines, was tested. Microarray analysis was performed to identify significant differentially expressed genes (DEGs) irrespective of APAP treatment. Genes up-regulated in BNL SV A.8 cells were associated with immune response, defense response, and apoptosis, while down-regulated genes were associated with catalytic activity, cell adhesion and the cytochrome P450 family. Consistent with the cytotoxicity data, no significant DEGs were found in BNL CL.2 cells after treatment with $625{\mu}M$ APAP, while cell cycle arrest and apoptosis-related genes were up-regulated in BNL SV A.8 cells. Based on the significant fold-changes in their expression, a genes were selected and their expressions were confirmed by quantitative real-time RT-PCR; there was a high correlation between them. These results suggest that gene expression profiles may provide a useful method for evaluating drug sensitivity of cell lines and eliciting the underlying molecular mechanism. We further compared the genes identified from our current in vitro studies to the genes previously identified in our lab as regulated by APAP in both C57BL/6 and ICR mice in vivo. We found that a few genes are regulated in a similar pattern both in vivo and in vitro. These genes might be useful to develop as in vitro biomarkers for predicting in vivo hepatotoxicity. Based on our results, we suggest that gene expression profiles may provide useful information for elucidating the underlying molecular mechanisms of drug susceptibility and for evaluating drug sensitivity in vitro for extrapolation to in vivo.

Salt-induced Differential Gene Expression in Italian Ryegrass (Lolium multiflorum Lam.) Revealed by Annealing Control Primer Based GeneFishing approach

  • Lee, Ki-Won;Lee, Sang-Hoon;Choi, Gi Jun;Ji, Hee Jung;Hwang, Tae Young;Kim, Won Ho;Rahman, Md. Atikur
    • 한국초지조사료학회지
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    • 제37권3호
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    • pp.231-236
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    • 2017
  • Salt stress is one of the most limiting factors that reduce plant growth, development and yield. However, identification of salt-inducible genes is an initial step for understanding the adaptive response of plants to salt stress. In this study, we used an annealing control primer (ACP) based GeneFishing technique to identify differentially expressed genes (DEGs) in Italian ryegrass seedlings under salt stress. Ten-day-old seedlings were exposed to 100 mM NaCl for 6 h. Using 60 ACPs, a total 8 up-regulated genes were identified and sequenced. We identified several promising genes encoding alpha-glactosidase b, light harvesting chlorophyll a/b binding protein, metallothionein-like protein 3B-like, translation factor SUI, translation initiation factor eIF1, glyceraldehyde-3-phosphate dehydrogenase 2 and elongation factor 1-alpha. These genes were mostly involved in plant development, signaling, ROS detoxification and salt acclimation. However, this study provides new molecular information of several genes to understand the salt stress response. These genes would be useful for the enhancement of salt stress tolerance in plants.

Unveiling Immunomodulatory Effects of Euglena gracilis in Immunosuppressed Mice: Transcriptome and Pathway Analysis

  • Seon Ha Jo;Kyeong Ah Jo;Soo-yeon Park;Ji Yeon Kim
    • Journal of Microbiology and Biotechnology
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    • 제34권4호
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    • pp.880-890
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    • 2024
  • The immunomodulatory effects of Euglena gracilis (Euglena) and its bioactive component, β-1,3-glucan (paramylon), have been clarified through various studies. However, the detailed mechanisms of the immune regulation remain to be elucidated. This study was designed not only to investigate the immunomodulatory effects but also to determine the genetic mechanisms of Euglena and β-glucan in cyclophosphamide (CCP)-induced immunosuppressed mice. The animals were orally administered saline, Euglena (800 mg/kg B.W.) or β-glucan (400 mg/kg B.W.) for 19 days, and CCP (80 mg/kg B.W.) was subsequently administered to induce immunosuppression in the mice. The mice exhibited significant decreases in body weight, organ weight, and the spleen index. However, there were significant improvements in the spleen weight and the spleen index in CCP-induced mice after the oral administration of Euglena and β-glucan. Transcriptome analysis of the splenocytes revealed immune-related differentially expressed genes (DEGs) regulated in the Euglena- and β-glucantreated groups. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses indicated that pathways related with interleukin (IL)-17 and cAMP play significant roles in regulating T cells, B cells, and inflammatory cytokines. Additionally, Ptgs2, a major inflammatory factor, was exclusively expressed in the Euglena-treated group, suggesting that Euglena's beneficial components, such as carotenoids, could regulate these genes by influencing immune lymphocytes and inflammatory cytokines in CCP-induced mice. This study validated the immunomodulatory effects of Euglena and highlighted its underlying mechanisms, suggesting a positive contribution to the determination of phenotypes associated with immune-related diseases and the research and development of immunotherapies.

TGF-β Signaling and miRNAs Targeting for BMP7 in the Spleen of Two Necrotic Enteritis-Afflicted Chicken Lines

  • Truong, Anh Duc;Hong, Yeojin;Lee, Janggeun;Lee, Kyungbaek;Lillehoj, Hyun S.;Hong, Yeong Ho
    • 한국가금학회지
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    • 제44권3호
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    • pp.211-223
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    • 2017
  • Transforming growth factor beta ($TGF-{\beta}$) signaling pathways are involved in the regulation of proliferation, differentiation, immunity, survival, and apoptosis of many cells. The aim of this study was to investigate the differential expression of $TGF-{\beta}$-related genes, and their interactions and regulators in the spleen of two genetically disparate chicken lines (Marek's disease resistant line 6.3 and Marek's disease-susceptible line 7.2) induced with necrotic enteritis (NE) by Eimeria maxima and Clostridium perfringens infection. By using high-throughput RNA-sequencing, we investigated 76 $TGF-{\beta}$-related genes that were significantly and differentially expressed in the spleens of the chickens. Approximately 20 $TGF-{\beta}$ pathway genes were further verified by qRT-PCR, and the results were consistent with our RNA sequencing data. All 76 identified genes were analyzed through Gene Ontology and mapped onto the KEGG chicken $TGF-{\beta}$ pathway. Our results demonstrated that several key genes, including $TGF-{\beta}$1-3, bone morphogenetic proteins (BMP)1-7, inhibitor of differentiation (ID) proteins ID1-3, SMAD1-9, and Jun, showed a markedly differential expression between the two chicken lines, relative to their respective controls. We then further predicted 24 known miRNAs that targeted BMP7 mRNA from 139 known miRNAs in the two chicken lines. Among these, six miRNAs were measured by qRT-PCR. In conclusion, this study is the first to analyze most of the genes, interactions, and regulators of the $TGF-{\beta}$ pathway in the innate immune responses of NE afflicted chickens.

Annealing control primer system을 이용한 어류 재조합 myostatin prodomain 단백질에 의해 성장이 증가된 무지개송어의 특이적 발현 유전자 탐색 (Identification of Differentially Expressed Genes in Improved Rainbow Trout Growth by Treatment with a Fish Myostatin Prodomain Using the Annealing Control Primer System)

  • 이상범;진형주
    • 한국어류학회지
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    • 제24권2호
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    • pp.118-124
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    • 2012
  • 이전 연구에서 넙치유래 재조합 마이오스타틴 프로도메인을 무지개송어에 한달간 침지법을 통하여 처리한 결과 대조군에 비하여 무게가 최대 약 42% 증가되었다. 따라서 본 연구는 재조합 마이오스타틴 프로도메인을 침지법에 의해 처리된 무지개송어와 대조군의 근육으로부터 발현되는 cDNA를 제작하여 마이오스타틴 프로도메인에 의해서 유도된 특정유전자를 선발하기 위하여 ACP (annealing control primer)를 이용한 DDRT법을 통하여 분석하였다. 총 20가지의 ACP를 이용한 결과 2개의 특정 유전자를 분석하였으며, NCBI BLAST 분석결과 Cytochrome P450 mono oxygenase와 Profilin으로 판명되었다. 이 중 Cytochrome P450 mono oxygenase는 대조군보다 발현량이 증가하였으며, Profilin는 대조군에 비해서 발현량이 감소하였다. 이러한 결과를 재확인하기 위하여 두 유전자의 primer를 각각 제작하여 semi-quantitative RT-PCR를 시행한 결과 DDRT법에 의한 분석과 동일하였다. 본 결과는 어류의 성장에서 마이오스타틴 프로도메인의 기능 및 메카니즘에 대한 연구에 유용한 자료가 될 것으로 사료된다.

소의 체세포핵이식태반과 정상태반간의 차등 발현 유전자 분석 (Identification of Differentially Expressed Genes Between Somatic Cell Nuclear Transfer and Normal Placenta in Cattle)

  • 유성란;정행진;상병찬;류승희;정기철;윤종택;성환후;진동일;이준헌
    • Journal of Animal Science and Technology
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    • 제50권5호
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    • pp.641-648
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    • 2008
  • 체세포핵이식을 이용하여 복제동물을 생산하고자하는 연구가 계속적으로 진행되고 있으며 현재까지 많은 성과를 거두고 있으나 복제동물의 성공률이 현저히 낮은 것은 잘 알려진 사실이다. 본 연구에서는 복제동물생산과 관련된 여러 가지 이유 중 정상태반과 체세포복제소의 태반사이의 차등발현 유전자를 발굴하기 위해서 각각의 태반에서 total RNA를 추출하였고 이를 20개의 arbitrary ACPs를 이용하여 정상과 체세포이식태반사이에서 차등발현되는 유전자를 조사한 결과 8개의 발현차이를 보이는 band를 확인할 수 있었고 이 유전자들의 염기서열을 이용하여 BLAST search한 결과 정상태반에서는 CTSZ, LOC509426 및 ELF1 유전자의 발현이 높았고 체세포이식태반에서는 TIMP2, PAG1B, PAG-21, LOC782894, SERPINB6 및 mKIAA2025 protein 유전자의 발현이 높아 총 9개의 차등발현 유전자를 확인할 수 있었다. 이 결과중 체세포핵이식태반에서 발현이 높은 유전자중 아직까지 기능이 밝혀지지 않은 mKIAA 2025 protein를 제외하고 5개의 유전자는 quantitative real-time PCR를 이용하여 유전자의 발현을 재확인하여 체세포핵이식태반에서 발현이 높음을 재확인하였다. 본 연구는 체세포핵이식태반에서 발현차이를 보이는 유전자들 중 극히 일부분만을 확인하였으나 앞으로 더 많은 유전자들과 상호관계를 확인한다면 체세포복제생산에서 태반내의 유전자 변화에 관한 기전을 밝히는데 도움이 될 것이라고 사료된다.

한우 태아기 6, 9개월령 등심 조직의 전사체 분석을 통한 근생성 및 지방생성 관여 유전자 발굴 (Transcriptome Analysis of Longissimus Tissue in Fetal Growth Stages of Hanwoo (Korean Native Cattle) with Focus on Muscle Growth and Development)

  • 정태준;정기용;박원철;손주환;박종은;채한화;권응기;안준상;;이지웅;임다정
    • 생명과학회지
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    • 제30권1호
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    • pp.45-57
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    • 2020
  • 동물의 근섬유는 배아기와 태아기를 거치며 형성하게 되며 출생 후에는 상처 치유를 위한 것 외에 근섬유 수를 늘리는 순수한 근섬유 형성은 없으며, 이미 존재하고 있는 근섬유의 비대로 근육의 성장이 이뤄진다. 따라서 태아기의 근육의 성장과 발달이 성체의 근육량 및 조성에 미치는 영향이 매우 크며 이 시기에 발현되는 유전자 및 기능을 구명하는 것은 최종적으로 육질, 육량에 개선시키기 위한기초 자료로 활용될 수 있을 것이다. 하지만 한우에서의 연구는 전무한 실정이다. 본 연구는한우 태아기 성장 단계별 근육의 성장과 발달에 관여하는 유전자를 찾기 위한 전사체 분석을 수행하였다. 한우 태아기 6, 9개월령 등심 조직 시료에서 생산한 전사체 자료를 대상으로 DESeq2와 edgeR을 활용하여 성장단계별 유전자의 발현량을 분석하여 차등발현유전자군을 추출했으며, 2개 소프트웨어서 공통적으로 추출된 유전자군(6개월령 특이 발현 유전자 913개, 9개월령 특이 발현 유전자 233개)을 차등발현유전자로 구명 하였다. 차등발현유전자군으로 분류하였다. 차등발현유전자군을 활용하여공발현 유전자 네트워크 분석을 구성하였으며, 유사한 발현 양상을 보이는 유전자들을 그룹화하여 6개월령 특이 발현 유전자군 5개, 9개월령 특이 발현 유전자군 2개의 모듈로 분류했다. 각 모듈은 Gene Ontology (GO) 및 KEGG pathway 분석으로 유의한 기능을 확인하였다. 그 결과, 한우 태아기 6, 9개월령 특이 발현 유전자 네트워크 중, 근육과 지방생성 대사회로와 관련된 2개의 모듈에 대해 네트워크 내에 허브 유전자를 선정할 수 있었다. STRING을 활용하여 단백질 상호작용 네트워크를 구성하고, MCC (maximal clique centrality) 점수를 활용하여 상위 10%의 유전자들을 공발현 분석의 모듈내 허브 유전자로 선정하였다. 그 결과 6개월령 특이 발현 유전자군의 모듈에서는 axin1(AXIN1) 유전자, 9개월령 특이 발현 유전자군 모듈에서는 succinate-CoA ligase ADP-forming beta subunit(SUCLA2) 유전자가 허브 유전자로 확인되었다. AXIN1 유전자는 선행 연구를 통해 6개월령에서 9개월령으로 넘어가면서 근섬유 수의 증식이 억제되고 지방생성이 활발히 이뤄지는 것에 핵심적인 역할을 하는 것으로 추정할 수 있었다. 또한, 시트르산 회로의 중요 요소인 SUCLA2 유전자는 소의 태아기 지방 조직 성장단계에 따라 유전자의 발현이 증가된다는 보고에 따라, 지방 대사와 관련된 유전자임을 알 수 있었다. 추후 한우 태아기 6, 9개월령에 특이적으로 발현된 유전자들을 대상으로 근육 및 지방 형성 관련 기능을 검증하는 후속 연구가 필요할 것이다.