• 제목/요약/키워드: Differentially Expression genes

검색결과 576건 처리시간 0.021초

Comparison of Gene Expression Changes in Three Wheat Varieties with Different Susceptibilities to Heat Stress Using RNA-Seq Analysis

  • Myoung Hui Lee;Kyeong-Min Kim;Wan-Gyu Sang;Chon-Sik Kang;Changhyun Choi
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2022년도 추계학술대회
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    • pp.197-197
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    • 2022
  • Wheat is highly susceptible to heat stress, which significantly reduces grain yield. In this study, we used RNA-seq technology to analyze the transcript expression at three different time-points after heat treatment in three cultivars differing in their susceptibility to heat stress: Jopum, Keumkang, and Olgeuru. A total of 11,751, 8850, and 14,711; 10,959,7946, and 14,205; and 22,895,13,060, and 19,408 differentially-expressed genes (log2 fold-change > 1 and FDR (padj) < 0.05) were identified in Jopum, Keumkang, and Olgeuru in the control vs. 6-h, in the control vs. 12-h, and in the 6-h vs. 12-h heat treatment, respectively. Functional enrichment analysis showed that the biological processes for DEGs, such as the cellular response to heat and oxidative stress-and including the removal of superoxide radicals and the positive regulation of superoxide dismutase activity-were significantly enriched among the three comparisons in all three cultivars. Furthermore, we investigated the differential expression patterns of reactive oxygen species (ROS)-scavenging enzymes, heat shock proteins, and heat-stress transcription factors using qRT-PCR to confirm the differences in gene expression among the three varieties under heat stress. This study contributes to a better understanding of the wheat heat-stress response at the early growth stage and the varietal differences in heat tolerancea.

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Microarray Analysis of Long Non-coding RNA Expression Profile Associated with 5-Fluorouracil-Based Chemoradiation Resistance in Colorectal Cancer Cells

  • Xiong, Wei;Jiang, Yong-Xin;Ai, Yi-Qin;Liu, Shan;Wu, Xing-Rao;Cui, Jian-Guo;Qin, Ji-Yong;Liu, Yan;Xia, Yao-Xiong;Ju, Yun-He;He, Wen-Jie;Wang, Yong;Li, Yun-Fen;Hou, Yu;Wang, Li;Li, Wen-Hui
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권8호
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    • pp.3395-3402
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    • 2015
  • Background: Preoperative 5-fluorouracil (5-FU)-based chemoradiotherapy is a standard treatment for locally advanced colorectal cancer (CRC). However, CRC cells often develop chemoradiation resistance (CRR). Recent studies have shown that long non-coding RNA (lncRNA) plays critical roles in a myriad of biological processes and human diseases, as well as chemotherapy resistance. Since the roles of lncRNAs in 5-FU-based CRR in human CRC cells remain unknown, they were investigated in this study. Materials and Methods: A 5-FU-based concurrent CRR cell model was established using human CRC cell line HCT116. Microarray expression profiling of lncRNAs and mRNAs was undertaken in parental HCT116 and 5-FU-based CRR cell lines. Results: In total, 2,662 differentially expressed lncRNAs and 2,398 mRNAs were identified in 5-FU-based CRR HCT116 cells when compared with those in parental HCT116. Moreover, 6 lncRNAs and 6 mRNAs found to be differentially expressed were validated by quantitative real time PCR (qRT-PCR). Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis for the differentially expressed mRNAs indicated involvement of many, such as Jak-STAT, PI3K-Akt and NF-kappa B signaling pathways. To better understand the molecular basis of 5-FU-based CRR in CRC cells, correlated expression networks were constructed based on 8 intergenic lncRNAs and their nearby coding genes. Conclusions: Changes in lncRNA expression are involved in 5-FU-based CRR in CRC cells. These findings may provide novel insight for the prognosis and prediction of response to therapy in CRC patients.

유채 두 계통에서 저온 스트레스에 반응하는 전사체 발현 비교 분석 (Comparative Transcriptome Analysis of the Response of Two Lines of Rapeseed (Brassica napus L.) to Cold Stress)

  • 이지은;김광수;차영록;안다희;변종원;강용구
    • 한국작물학회지
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    • 제66권1호
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    • pp.37-71
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    • 2021
  • 본 연구에서는 유채 두 계통에 0℃ 이하의 저온 스트레스를 처리하고 이에 따른 proline 함량 및 생존율 변화를 확인하고 이에 따른 저온에서의 유전자 발현 변화를 비교 분석하기 위해 수행되었으며, 결과는 다음과 같다. 1. 0℃ 이하의 저온 스트레스 처리 전 저온 순화 후 유채 'J8634-B-30' 계통에서 proline 함량이 2.02 mM/g FW로 증가하여 처리 전보다 8.7배 증가하였으며, 'EMS26' 계통에서는 0℃ 이하의 저온 스트레스 처리로 인한 proline 함량 변화를 보이지 않았다. 2. 저온 순화 전후 유채 두 계통의 전사체를 분석한 결과, 'J8634-B-30' 계통의 DEG는 발현이 유도된 DEG가 2,784개로, 발현이 억제된 DEG 2,299개보다 많았으며, 'EMS 26' 계통에서는 발현이 유도된 DEG가 2,199개로 발현이 억제된 DEG 3,632개로 적었다. 3. 저온 스트레스 처리에 의한 유채 두 계통의 상위 100개 DEG를 분석한 결과, 'J8634-B-30' 계통에서는 flowering-promoting factor (BnaA10g21640D) 유전자가 강하게 발현되었으며, 특히 proline 생합성 관련 유전자의 발현이 강하게 유도되었다. 'EMS26' 계통의 DEG에서는 식물체 생장과 관련된 유전자가 발현이 억제되었다. 4. 'J8634-B-30' 계통에서는 proline 생합성 관련 P5CSA(BnaA04g22810D, BnaC04g46630D) 유전자의 발현이 유도되었으며, proline 이화작용 관련 PDH (BnaAnng 37880D, BnaC04g31100D) 유전자 발현이 억제되어, 저온 처리에 의한 proline 함량 이 증가한 것으로 판단된다. 5. 저온 반응 관련 생리반응 경로 유전자 중 ABA 호르몬 수용체 PYL5 (BnaAnng40650D), PYL9 (BnaA07g38130D, BnaC06g17940D)는 'J8634-B-30' 계통에서만 발현이 유도되었다. 또한, ICE-CBF-COR 신호 회로 중 원형질막 안정화에 관여하는 COR413 유전자(BnaA08g15470D, BnaC03g61740D)에서도 'J8634-B-30' 계통에서만 발현이 유도되었다. 6. 이러한 저온 스트레스 반응과 관련된 유전자 발현 차이는 초기 저온 처리 후 두 유채 계통의 스트레스 반응에 관여했을 것으로 판단되며, 특이적인 발현 양상을 보인 유전자에 대해 향후 추가적인 기능을 분석하여 내동성 유채 품종 개발에 활용할 수 있을 것으로 판단된다.

RNA-Sequencing을 이용한 벼 품종간 수발아 차이 분석 (Analysis of Varietal Differences in Pre-harvest Sprouting of Rice using RNA-Sequencing)

  • 최명구;이현석;황운하;양서영;이윤호;이충근;윤성중;정재혁
    • 한국작물학회지
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    • 제65권4호
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    • pp.274-283
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    • 2020
  • 본 연구는 조평과 조운의 벼 출수 후 적산온도와 검정온도에 따른 수발아 발생 정도를 조사하고, RNA-sequencing 방법을 사용하여 수발아 발생 원인을 찾았다. 품종간 수발아성에 관여하는 생리적, 유전학적 요인을 구명하고자 수행하였으며 분석한 결과는 다음과 같다. 1. 출수 후 적산온도가 높아질수록, 검정온도가 높아질수록 수발아 처리시 수발아율이 높았고, 조운벼가 내수발아성이 강하고, 조평벼가 수발아성이 높은것으로 나타났다. 2. 수발아성이 높은 조평벼를 대상으로 한 RNA-sequencing 결과 ABA 생합성에 관여하는 OsNCEDs의 발현이 감소하고, ABA 분해에 관여하는 OsCYP707As의 발현이 증가하였다. 3. 조평과 조운의 OsNCEDs와 OsCYPY707As의 Quantitation Real-Time PCR 결과 조평보다 조운에서 OsNCEDs의 발현이 높게 나타나 수발성과 상관관계를 보였으나, OsCYP707As는 수발아성과 상관관계를 보이지 않았다. 4. 조운벼는 등숙기간중 종실내 ABA함량이 조평보다 높으며 수발아 처리시 남아있는 ABA함량이 높아 내수발아성이 상대적으로 강하게 나타났다.

Screening of key miRNAs related with the differentiation of subcutaneous adipocytes and the validation of miR-133a-3p functional significance in goats

  • Xin, Li;Hao, Zhang;Yong, Wang;Yanyan, Li;Youli, Wang;Jiangjiang, Zhu;Yaqiu, Lin
    • Animal Bioscience
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    • 제36권1호
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    • pp.144-155
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    • 2023
  • Objective: Adipocyte differentiation is regulated by a variety of functional genes and noncoding RNAs. However, the role of miRNAs in lipid deposition of goat white adipose tissue is still unclear. Therefore, this study revealed the miRNA expression profile in goat subcutaneous adipocytes by sRNA-seq. Methods: The miRNA expressed in goat subcutaneous preadipocytes and the mature adipocytes were sequenced by sRNA-seq. The differentially expressed miRNAs (DEm) were screened and gene ontology (GO) and Kyoto encyclopedia for genes and genomes (KEGG) analyses were performed. Gain-of-function and loss-of-function combined with oil red O staining, Bodipy staining, and quantitative reverse-transcription polymerase chain reaction (qPCR) were utilized to determine the effect of miR-133a-3p on adipocyte differentiation. Results: A total of 218 DEm were screened out. The target genes of these DEm were significantly enriched in GO items such as biological regulation and in KEGG terms such as FAK signaling pathway and MAPK signaling pathway. qPCR verified that the expression trend of miRNA was consistent with miRNA-seq. The gain-of-function or loss-of-function of miR-133a-3p showed that it promoted or inhibited the accumulation of lipid droplets, and CCAAT enhancer binding protein α (C/EBPα) and C/EBPβ were extremely significantly up-regulated or down-regulated respectively (p<0.01), the loss-of-function also led to a significant down-regulation of peroxisome proliferator activated receptor gamma (PPARγ) (p<0.01). Conclusion: This study successfully identified miRNAs expression patterns in goat subcutaneous adipocytes, and functional identification indicates that miR-133a-3p is a positive regulator of the differentiation process of goat subcutaneous adipocytes. Our results lay the foundation for the molecular mechanism of lipid deposition in meat-source goats from the perspective of miRNA.

마우스 대식세포 RAW264.7에서 어성초와 야관문의 항염증 효과 (Anti-inflammatory Effects of Houttuynia cordata and Lespedeza cuneata on Lipopolysaccharide-stimulated RAW264.7 Cells)

  • 김정태;정정욱;박성익;이만효;노중희;손호용;김종식
    • 생명과학회지
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    • 제33권1호
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    • pp.73-81
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    • 2023
  • 본 연구에서는 어성초(Houttuynia cordata, HC) 와 야관문(Lespedeza cuneata, LC)의 열수 추출물과 메탄올 추출물의 순차적 유기용매 분획물을 제조하였다. LPS를 처리한 RAW264.7세포에서 HC와 LC의 열수 추출물과 메탄올 추출물의 유기용매 분획물의 항염증 활성을 연구하였다. 어성초와 야관문의 hexane, chloroform, ethyl acetate 분획물의 처리에 의해 농도의존적으로 nitric oxide (NO) 생산을 저해하였으며, iNOS의 발현도 감소되었다. 이전 연구에서 HC와 LC의 메탄올 추출물의 ethyl acetate 분획물의 플라보노이드 함량을 분석하였다. 분석된 플라보노이드 중 HC와 LC에 공통적으로 함유된 apigenin을 선택하여 추가실험을 진행하였다. Apigenin은 세포 생존율에 영향을 주지 않으면서 NO 생산을 저해하였으며, iNOS와 COX-2의 단백질 발현도 억제하였다. 또한, apigenin은 p38 MAPK와 JNK의 인산화를 억제함으로써 항염증 활성을 가지는 것으로 생각된다. Apigenin 처리에 의해 차별적으로 발현되는 유전자 발현을 확인하기 위하여 RNA-seq 분석을 수행하였다. 발현이 감소된 유전자 중 4개의 cytokine 유전자(IL-1α, IL-1β, IL-6, CSF2)의 발현 감소를 정량적 real-time PCR을 통해 확인하였다. 종합적으로, 본 연구결과는 어성초와 야관문은 항염증 활성을 가지고 있으며, apigenin이 두 약용 작물의 항염증 활성을 담당하는 중요한 성분 중의 하나가 될 수 있다는 것을 제시한다.

CRISPR/Cas9-mediated knockout of the Vanin-1 gene in the Leghorn Male Hepatoma cell line and its effects on lipid metabolism

  • Lu Xu;Zhongliang Wang;Shihao Liu;Zhiheng Wei;Jianfeng Yu;Jun Li;Jie Li;Wen Yao;Zhiliang Gu
    • Animal Bioscience
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    • 제37권3호
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    • pp.437-450
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    • 2024
  • Objective: Vanin-1 (VNN1) is a pantetheinase that catalyses the hydrolysis of pantetheine to produce pantothenic acid and cysteamine. Our previous studies have shown that the VNN1 is specifically expressed in chicken liver which negatively regulated by microRNA-122. However, the functions of the VNN1 in lipid metabolism in chicken liver haven't been elucidated. Methods: First, we detected the VNN1 mRNA expression in 4-week chickens which were fasted 24 hours. Next, knocked out VNN1 via CRISPR/Cas9 system in the chicken Leghorn Male Hepatoma cell line. Detected the lipid deposition via oil red staining and analysis the content of triglycerides (TG), low-density lipoprotein-C (LDL-C), and high-density lipoprotein-C (HDL-C) after VNN1 knockout in Leghorn Male Hepatoma cell line. Then we captured various differentially expressed genes (DEGs) between VNN1-modified LMH cells and original LMH cells by RNA-seq. Results: Firstly, fasting-induced expression of VNN1. Meanwhile, we successfully used the CRISPR/Cas9 system to achieve targeted mutations of the VNN1 in the chicken LMH cell line. Moreover, the expression level of VNN1 mRNA in LMH-KO-VNN1 cells decreased compared with that in the wild-type LMH cells (p<0.0001). Compared with control, lipid deposition was decreased after knockout VNN1 via oil red staining, meanwhile, the contents of TG and LDL-C were significantly reduced, and the content of HDL-C was increased in LMH-KO-VNN1 cells. Transcriptome sequencing showed that there were 1,335 DEGs between LMH-KO-VNN1 cells and original LMH cells. Of these DEGs, 431 were upregulated, and 904 were downregulated. Gene ontology analyses of all DEGs showed that the lipid metabolism-related pathways, such as fatty acid biosynthesis and long-chain fatty acid biosynthesis, were enriched. KEGG pathway analyses showed that "lipid metabolism pathway", "energy metabolism", and "carbohydrate metabolism" were enriched. A total of 76 DEGs were involved in these pathways, of which 29 genes were upregulated (such as cytochrome P450 family 7 subfamily A member 1, ELOVL fatty acid elongase 2, and apolipoprotein A4) and 47 genes were downregulated (such as phosphoenolpyruvate carboxykinase 1) by VNN1 knockout in the LMH cells. Conclusion: These results suggest that VNN1 plays an important role in coordinating lipid metabolism in the chicken liver.

Blueberry, blackberry, and blackcurrant differentially affect plasma lipids and pro-inflammatory markers in diet-induced obesity mice

  • Kim, Bohkyung;Lee, Sang Gil;Park, Young-Ki;Ku, Chai Siah;Pham, Tho X.;Wegner, Casey J.;Yang, Yue;Koo, Sung I.;Chun, Ock K.;Lee, Ji-Young
    • Nutrition Research and Practice
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    • 제10권5호
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    • pp.494-500
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    • 2016
  • BACKGROUND/OBJECTIVES: Evidence indicates that berry anthocyanins are anti-atherogenic, antioxidant, and anti-inflammatory. However, berries differ vastly in their anthocyanin composition and thus potentially in their biological and metabolic effects. The present study compared hypolipidemic, antioxidant, and anti-inflammatory properties of blueberry (BB), blackberry (BK), and blackcurrant (BC) in a diet-induced obesity (DIO) mouse model. MATERIALS/METHODS: Male C57BL/6J mice were fed a high fat (HF; 35% fat, w/w) control diet or a HF diet supplemented with freeze-dried 5% BB, 6.3% BK or 5.7% BC for 12 weeks (10 mice/group) to achieve the same total anthocyanin content in each diet. Plasma lipids, antioxidant status and pro-inflammatory cytokines were measured. The expression of genes involved in antioxidant defense, inflammation, and lipid metabolism was determined in the liver, epididymal adipose tissue, proximal intestine, and skeletal muscle. Histological analysis was performed to identify crown-like structure (CLS) in epididymal fat pads to determine macrophage infiltration. RESULTS: No differences were noted between the control and any berry-fed groups in plasma levels of liver enzymes, insulin, glucose, ferric reducing antioxidant power, superoxide dismutase, and tumor necrosis factor ${\alpha}$. However, BK significantly lowered plasma triglyceride compared with the HF control and other berries, whereas BC significantly reduced F4/80 mRNA and the number of CLS in the epididymal fat pad, indicative of less macrophage infiltration. CONCLUSIONS: The present study provides evidence that BB, BK and BC with varying anthocyanin composition differentially affect plasma lipids and adipose macrophage infiltration in DIO mice, but with no differences in their antioxidant capacity and anti-inflammatory potential.

Differential Display Analysis of 2,3,7,8-Tetrachlorodibenzo-p-dioxin Identified Induction of Ras-related Nuclear Protein Binding Protein2 (RanBP2) Gene

  • Kim, Dong-Hak;Lim, Young-Ran;Park, Hyoung-Goo;Kim, Beom-Joon;Chun, Young-Jin
    • Toxicological Research
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    • 제25권1호
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    • pp.35-40
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    • 2009
  • TCDD (2,3,7,8-tetrachlorodibenzo-p-dioxin) and related halogenated aromatic hydrocarbons elicit a diverse spectrum of biochemical and toxic responses in laboratory animals and mammalian cells in culture. Toxicity and carcinogenicity of TCDD is well established but the molecular mechanism is still poorly understood. Here, we found the noble responsive genes to TCDD using the differential display analysis. Treatment of HepG2 cells with TCDD showed a significantly different mRNA expression pattern from the untreated cells in differential display analysis. The differentially displayed bands were isolated and used as probes in dot blot and Northern blot analyses. Of thirty-five isolated differentially displayed bands, only two bands were confirmed as positive in dot blot and Northern blot analyses. The nucleotides sequences of these clones were analyzed and the search of Genebank database revealed that one clone is highly homologous with RanBP2 (Ras-related nuclear protein binding protein2; 92%) and the other is an unknown gene. RanBP2 is a nucleoporin with SUMO E3 ligase activity that functions in both nucleocytoplasmic transport and mitosis and its role as a novel tumor suppressor has been recently proposed. Thus, these results may suggest the clue elucidating the toxic mechanism of TCDD through RanBP2.

SNU-16 위암 세포주에서 p-coumaric acid의 세포성장 억제 효과 (Anti-proliferative Properties of p-Coumaric Acid in SNU-16 Gastric Cancer Cells)

  • 장미경;고희철;김세재
    • 생명과학회지
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    • 제29권7호
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    • pp.809-816
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    • 2019
  • p-Coumaric acid (p-CA)는 항산화 및 항염 활성을 가진 식물계에서 가장 풍부한 식물화학물질이다. 그러나 위암세주포에서 p-CA의 항암 활성과 전사체 발현에 대한 연구는 아직까지 수행된 바 없다. 본 연구에서는 SNU-16 위암세포에서 p-CA에 의한 세포 증식 억제 및 전사체 프로파일에 미치는 영향을 조사하였다. p-CA는 세포사멸 단백질 발현을 조절하여 SNU-16 세포에서의 세포사멸을 유도하였다. RNA-seq 분석을 사용하여 p-CA처리에 의해 SNU-16 세포에서 차별적으로 발현된 유전자(DEGs)를 동정하였다. DEGs들의 gene ontology (GO) 술어로 유전자 산물을 검색한 결과, 주로 염증반응, 세포사멸 과정, 세포주기 및 면역 반응에 관여하는 생물학적 과정에 관여하는 것으로 나타났다. 또한, KEGG 경로분석 결과, p-CA는 주로 PI3K-Akt 와 암 신호전달 경로에 변화를 유발하였다. 본 연구결과는 p-CA가 세포증식과 암 신호 전달 경로에 관여하는 유전자 발현을 조절함으로써 위암 예방 효과를 나타낼 수 있음을 시사한다.