• Reproductive and Developmental Biology
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• 제37권4호
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• pp.233-245
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• 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.

• 한국발생생물학회지:발생과생식
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• 제18권1호
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• pp.1-11
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• 2014

Early growth response 1 (Egr1) is a zinc-finger transcription factor to direct second-wave gene expression leading to cell growth, differentiation and/or apoptosis. While it is well-known that Egr1 controls transcription of an array of targets in various cell types, downstream target gene(s) whose transcription is regulated by Egr1 in the uterus has not been identified yet. Thus, we have tried to identify a list of potential target genes of Egr1 in the uterus by performing multi-step in silico promoter analyses. Analyses of mRNA microarray data provided a cohort of genes (102 genes) which were differentially expressed (DEGs) in the uterus between Egr1(+/+) and Egr1(-/-) mice. In mice, the frequency of putative EGR1 binding sites (EBS) in the promoter of DEGs is significantly higher than that of randomly selected non-DEGs, although it is not correlated with expression levels of DEGs. Furthermore, EBS are considerably enriched within -500 bp of DEG's promoters. Comparative analyses for EBS of DEGs with the promoters of other species provided power to distinguish DEGs with higher probability as EGR1 direct target genes. Eleven EBS in the promoters of 9 genes among analyzed DEGs are conserved between various species including human. In conclusion, this study provides evidence that analyses of mRNA expression profiles followed by two-step in silico analyses could provide a list of putative Egr1 direct target genes in the uterus where any known direct target genes are yet reported for further functional studies.

• Journal of Plant Biotechnology
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• 제50권
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• pp.127-136
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• 2023

Water scarcity decreases the rate of photosynthesis and, consequently, the yield of banana plants (Musa spp). In this study, transcriptome analysis was performed to identify photosynthesis-related genes in banana plants and determine their expression profiles under water stress conditions. Banana plantlets were in vitro cultured on Murashige and Skoog agar medium with and without 10% polyethylene glycol and marked as BP10 and BK. Chlorophyll contents in the plant shoots were determined spectrophotometrically. Two cDNA libraries generated from BK and BP10 plantlets, respectively, were used as the reference for transcriptome data. Gene ontology (GO) enrichment analysis was performed using the Database for Annotation, Visualization, and Integrated Discovery (DAVID) and visualized using the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway prediction. Morphological observations indicated that water deficiency caused chlorosis and reduced the shoot chlorophyll content of banana plantlets. GO enrichment identified 52 photosynthesis-related genes that were affected by water stress. KEGG visualization revealed the pathways related to the 52 photosynthesisr-elated genes and their allocations in four GO terms. Four, 12, 15, and 21 genes were related to chlorophyll biosynthesis, the Calvin cycle, the photosynthetic electron transfer chain, and the light-harvesting complex, respectively. Differentially expressed gene (DEG) analysis using DESeq revealed that 45 genes were down-regulated, whereas seven genes were up-regulated. Four of the down-regulated genes were responsible for chlorophyll biosynthesis and appeared to cause the decrease in the banana leaf chlorophyll content. Among the annotated DEGs, MaPNDO, MaPSAL, and MaFEDA were selected and validated using quantitative real-time PCR.

• Animal Bioscience
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• 제36권4호
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• pp.570-583
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• 2023

Objective: Fibroblast growth factors (FGFs) play critical roles in embryo development, and immune responses to infectious diseases. In this study, to investigate the roles of FGFs, we performed genome-wide identification, expression, and functional analyses of FGF family members in chickens. Methods: Chicken FGFs genes were identified and analyzed by using bioinformatics approach. Expression profiles and Hierarchical cluster analysis of the FGFs genes in different chicken tissues were obtained from the genome-wide RNA-seq. Results: A total of 20 FGF genes were identified in the chicken genome, which were classified into seven distinct groups (A-F) in the phylogenetic tree. Gene structure analysis revealed that members of the same clade had the same or similar exon-intron structure. Chromosome mapping suggested that FGF genes were widely dispersed across the chicken genome and were located on chromosomes 1, 4-6, 9-10, 13, 15, 28, and Z. In addition, the interactions among FGF proteins and between FGFs and mitogen-activated protein kinase (MAPK) proteins are limited, indicating that the remaining functions of FGF proteins should be further investigated in chickens. Kyoto encyclopedia of genes and genomes pathway analysis showed that FGF gene interacts with MAPK genes and are involved in stimulating signaling pathway and regulating immune responses. Furthermore, this study identified 15 differentially expressed genes (DEG) in 21 different growth stages during early chicken embryo development. RNA-sequencing data identified the DEG of FGFs on 1- and 3-days post infection in two indigenous Ri chicken lines infected with the highly pathogenic avian influenza virus H5N1 (HPAIV). Finally, all the genes examined through quantitative real-time polymerase chain reaction and RNA-Seq analyses showed similar responses to HPAIV infection in indigenous Ri chicken lines (R² = 0.92-0.95, p<0.01). Conclusion: This study provides significant insights into the potential functions of FGFs in chickens, including the regulation of MAPK signaling pathways and the immune response of chickens to HPAIV infections.

• Asian Pacific Journal of Cancer Prevention
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• 제15권16호
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• pp.6899-6904
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• 2014

NGAL (neutrophil gelatinase-associated lipocalin) is a novel cancer-related protein involves multiple functions in many cancers and other diseases. We previously overexpressed NGAL to analyze its role in esophageal squamous cell carcinoma (ESCC). In this study, a protein-protein interaction (PPI) was constructed and the shortest paths from NGAL to transcription factors in the network were analyzed. We found 28 shortest paths from NGAL to RELA, most of them obeying the principle of extracellular to cytoplasm, then nucleus. These shortest paths were also prioritized according to their normalized intensity from the microarray by the order of interaction cascades. A systems approach was developed in this study by linking differentially expressed genes with publicly available PPI data, Gene Ontology and subcellular localizaton for the integrated analyses. These shortest paths from NGAL to DEG transcription factors or other transcription factors in the PPI network provide important clues for future experimental identification of new pathways.

• Journal of Ginseng Research
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• 제47권1호
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• pp.159-165
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• 2023

Background: Red ginseng marc, the residue of red ginseng left after water extraction, is rich in dietary fiber. Dietary fiber derived from fruits or vegetables can promote the proliferation of probiotics, and it is a key technology in the food industry to increase the productivity of probiotics by adding growth-enhancing substances such as dietary fiber. In this study, the effect of red ginseng dietary fiber (RGDF) on the growth of probiotic bacterial strains was investigated at the phenotypic and genetic levels. Methods: We performed transcriptome profiling of Lactiplantibacillus plantarum IDCC3501 in two phases of culture (logarithmic (L)-phase and stationary (S)-phase) in two culture conditions (with or without RGDF) using RNA-seq. Differentially expressed genes (DEGs) were identified and classified according to Gene Ontology terms. Results: The growth of L.plantarum IDCC3501 was enhanced in medium supplemented with RGDF up to 2%. As a result of DEG analysis, 29 genes were upregulated and 30 were downregulated in the RGDF-treated group in the L-phase. In the S-phase, 57 genes were upregulated and 126 were downregulated in the RGDF-treated group. Among the upregulated genes, 5 were upregulated only in the L-phase, 10 were upregulated only in the S-phase, and 3 were upregulated in both the L- and S-phases. Conclusions: Transcriptome analysis could be a valuable tool for elucidating the molecular mechanisms by which RGDF promotes the proliferation of L.plantarum IDCC3501. This growth-promoting effect of RGDF is important, since RGDF could be used as a prebiotic source without additional chemical or enzymatic processing.

• 대한약침학회지
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• 제27권2호
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• pp.162-171
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• 2024

Objectives: Electroacupuncture (EA) has been demonstrated to aid stroke recovery. However, few investigations have focused on identifying the potent molecular targets of EA by comparing EA stimulation between naïve and disease models. Therefore, this study was undertaken to identify the potent molecular therapeutic mechanisms underlying EA stimulation in ischemic stroke through a comparison of mRNA sequencing data obtained from EA-treated naïve control and ischemic stroke mouse models. Methods: Using both naïve control and middle cerebral artery occlusion (MCAO) mouse models, EA stimulation was administered at two acupoints, Baihui (GV20) and Dazhui (GV14), at a frequency of 2 Hz. Comprehensive assessments were conducted, including behavioral evaluations, RNA sequencing to identify differentially expressed genes (DEGs), functional enrichment analysis, protein-protein interaction (PPI) network analysis, and quantitative real-time PCR. Results: EA stimulation ameliorated the ischemic insult-induced motor dysfunction in mice with ischemic stroke. Comparative analysis between control vs. MCAO, control vs. control + EA, and MCAO vs. MCAO + EA revealed 4,407, 101, and 82 DEGs, respectively. Of these, 30, 7, and 1 were common across the respective groups. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses revealed upregulated DEGs associated with the regulation of inflammatory immune response in the MCAO vs. MCAO + EA comparison. Conversely, downregulated DEGs in the control vs. control + EA comparison were linked to neuronal development. PPI analysis revealed major clustering related to the regulation of cytokines, such as Cxcl9, Pcp2, Ccl11, and Cxcl13, in the common DEGs of MCAO vs. MCAO + EA, with Esp8l1 identified as the only common downregulated DEG in both EA-treated naïve and ischemic models. Conclusion: These findings underscore the diverse potent mechanisms of EA stimulation between naïve and ischemic stroke mice, albeit with few overlaps. However, the potent mechanisms underlying EA treatment in ischemic stroke models were associated with the regulation of inflammatory processes involving cytokines.

• 생명과학회지
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• 제24권2호
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• pp.105-111
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• 2014

본 연구의 목적은 말의 열충격 단백질 유전자의 특성을 구명하고 말의 각 조직과 운동 전과 후 혈액에서 열충격 단백질 유전자의 발현량을 분석함에 있다. 이전의 연구를 통해, 대표적인 경주마인 더러브렛의 혈액과 골격근에서 운동 전, 후 RNA-sequencing을 통해 차등발현유전자 분석을 실시하고, 본 연구를 위해 운동 전과 후에 차등 발현된 유전자 중, 열충격 단백질 유전자(HspH1, Hsp90${\alpha}$, Hsp70)를 선택하였다. 세 개의 열충격 단백질 유전자는 각각의 혈액이나 근육에서 운동 전에 비해 후에 발현이 증가된 것으로 확인됐다. 본 연구팀은 선정된 유전자에 대한 검증과 분석을 위해, 말의 조직별 RT-PCR 분석과 운동시간별 백혈구에서 real time qPCR 분석을 실시하였다. 그 결과 말의 각 조직(갑상선, 결장, 골격근, 맹장, 신장, 심장, 척수, 폐)에서 세 개의 열충격 단백질 유전자 mRNA가 모두 존재함을 알 수 있었다. 또한, 말의 운동 시간 별 혈액에서 mRNA를 추출하여 열충격 단백질의 운동 시간에 따른 발현 양상 분석을 실시한 결과, 운동 전에 비해 운동 120분 후 열충격 단백질 유전자의 발현량이 증가함을 확인하였다. 이러한 결과는 인간과 다른 동물 실험의 결과와 일치하며, 열충격 단백질 유전자 전사 조절기작이 종간에 보존이 되어왔음을 시사한다. 또한, 운동에 따른 열충격 단백질 유전자의 발현 양상과 운동 수행 및 회복 기작간의 상관관계에 대한 추가적인 연구가 필요함을 제안하는 바이다.

• 생명과학회지
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• 제18권8호
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• pp.1023-1030
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• 2008

SIPK와 WIPK의 상위 단계 인산화 효소로 알려진 NtMEK2가 DEX 유도성 시스템에 의해 밝혀졌다. 이 NtMEK2 유전자가 지속적으로 활성화된 돌연변이체인 $NtMEK2^{DD}$의 발현은 SIPK와 WIPK를 활성화 시켜 주므로 과민감 반응과 같은 세포 괴사를 야기하는 것으로 나타나 NtMEK2-SIPK/WIPK 체계가 담배에서 방어 반응을 조절하고 있음을 알 수 있었다. 그러나 NtMEK2-SIPK/WIPK 체계에 의해서 조절 되는 하위 기질이나 방어관련 유전자들에 대한 연구는 아직 미비한 상태이다. 그래서 본 연구는 NtMEK2-SIPK/WIPK 체계에 매개되는 하위 유전자들을 분리하기 위하여 $NtMEK2^{DD}$ 형질전환 식물체를 이용해 ACP에 기초한 DDRT-PCR을 수행하였다. 그 결과 본 연구를 통해 처음으로 pI2-4, MTS2, SINA, CDM1, HRGP 및 DEG45를 포함해 여섯 개의 DEG들을 선발하였다. 이 유전자들의 발현은 $NtMEK2^{DD}$ 형질전환에서 다시 확인하였으며 특히 pI2-4, CDM1, HRGP의 유전자 발현은 다른 유전자들과 비교해 볼 때 살리실산과 담배모자이크바이러스에 강하게 반응하여 증폭됨을 알 수 있었다. 이러한 결과를 볼 때 NtMEK2-SIPK/WIPK 체계에 의해 조절되는 세 개의 유전자는 병저항성에 관여하고 있음을 제시한다 하겠다.

• 생명과학회지
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• 제27권10호
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• pp.1111-1120
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• 2017

내습성 및 감수성 선발계통 각 1점씩을 대상으로 침수처리 후 GO 분석을 통해 추출된 유전자들을 기능별로 분류해보면 생물학적 과정(biological process)에 관여하는 유전자 발현이 가장 크게 영향을 받았으며, 분자 기능(molecular function)과 세포 요소(cellular component) 관련 유전자를 포함하여 모든 기능의 유전자 발현 변화가 감수성 계통보다 내습성 계통에서 크게 일어났다. 침수처리 후 발현 양상이 유의하게 차이나는 유전자의 보다 자세한 기능을 측정한 결과 내습성 계통에서 발현량이 증가한 유전자는 CA02g26670은 CONSTANS protein과 관련있는 유전자로 일장조건에 따른 개화조절에 관여하는 유전자이며, 발현량이 감소한 유전자는 CA01g21450, CA01g22480, CA01g34470, CA02g00370, CA02g00380이었다. 감수성 계통에서 침수처리 후 발현량이 증가한 유전자는 CA02g09720, CA02g21290, CA03g16520, CA07g02110, CA12g17910이었는데 각각 단백질 분해효소 활성 저해, DNA binding, 세포벽 분해효소 억제, nodulin 관련 유전자 등으로 밝혀진 유전자들이었다. 감수성 계통에서 발현량이 감소한 유전자는 CA02g02820, CA03g21390, CA06g17700, CA07g18230로 각각 칼슘이온결합, 고온환경 발현기작, 레시틴 생합성 경로의 수용성중간대사체인 phosphocholine 합성 및 저온스트레스 관련 등의 기능을 한다. 내습성 계통과 감수성 계통에서 동시에 발현이 증가한 유전자는 고온 등 환경스트레스로 인한 apoptosis와 관련된 유전자와 peroxidase와 관련있는 유전자로 확인되었고, 발현이 동시에 감소한 유전자는 nucleoside transporter인 CA02g16990로 확인되었으며, 나머지 선발 유전자는 유전자 발현이 확인되지 않았다. 내습성 및 감수성 계통간 습해 조건에서 발현에 차이를 보이는 유전자 구명을 기반으로 향후 불량환경에 대해 저항성을 보이는 계통 육성 및 관련 생리반응에 대한 다양한 연구가 필요하다.