• 제목/요약/키워드: qPCR validation

검색결과 29건 처리시간 0.022초

Development and validation of ultra-fast quantitative real-time PCR method to differentiate between Oncorhynchus keta and Oncorhynchus mykiss

  • Min-Ji Park;Han-Cheol Lee;Ji-Young Yang;Jung-Beom Kim
    • 한국식품저장유통학회지
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    • 제30권3호
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    • pp.383-394
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    • 2023
  • The ultra-fast quantitative real-time polymerase chain reaction (qPCR) assay was developed and validated to differentiate the morphologically similar ones, Oncorhynchus keta and Oncorhynchus mykiss. Species-specific primers were designed for the COI genes of mtDNA. The species-specific primers designed for O. keta and O. mykiss were selectively amplified by O. keta and O. mykiss DNA, respectively. The sensitivity of O. keta and O. mykiss primers was 1 ng/μL. Quantitative testing showed that the results met the 'Guidelines on Standard Procedures for Preparing Analysis Method such as Food' proposed by the Ministry of Food and Drug Safety. The qPCR method developed and validated in this study for identifying O. keta and O. mykiss has advantages such as speed and field applicability. Therefore, this method is expected to help control forgery and alteration of raw materials in the seafood industry.

Identification and validation of putative biomarkers by in silico analysis, mRNA expression and oxidative stress indicators for negative energy balance in buffaloes during transition period

  • Savleen Kour;Neelesh Sharma;Praveen Kumar Guttula;Mukesh Kumar Gupta;Marcos Veiga dos Santos;Goran Bacic;Nino Macesic;Anand Kumar Pathak;Young-Ok Son
    • Animal Bioscience
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    • 제37권3호
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    • pp.522-535
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    • 2024
  • Objective: Transition period is considered from 3 weeks prepartum to 3 weeks postpartum, characterized with dramatic events (endocrine, metabolic, and physiological) leading to occurrence of production diseases (negative energy balance/ketosis, milk fever etc). The objectives of our study were to analyze the periodic concentration of serum beta-hydroxy butyric acid (BHBA), glucose and oxidative markers along with identification, and validation of the putative markers of negative energy balance in buffaloes using in-silico and quantitative real time-polymerase chain reaction (qRT-PCR) assay. Methods: Out of 20 potential markers of ketosis identified by in-silico analysis, two were selected and analyzed by qRT-PCR technique (upregulated; acetyl serotonin o-methyl transferase like and down regulated; guanylate cyclase activator 1B). Additional two sets of genes (carnitine palmotyl transferase A; upregulated and Insulin growth factor; downregulated) that have a role of hepatic fatty acid oxidation to maintain energy demands via gluconeogenesis were also validated. Extracted cDNA (complementary deoxyribonucleic acid) from the blood of the buffaloes were used for validation of selected genes via qRTPCR. Concentrations of BHBA, glucose and oxidative stress markers were identified with their respective optimized protocols. Results: The analysis of qRT-PCR gave similar trends as shown by in-silico analysis throughout the transition period. Significant changes (p<0.05) in the levels of BHBA, glucose and oxidative stress markers throughout this period were observed. This study provides validation from in-silico and qRT-PCR assays for potential markers to be used for earliest diagnosis of negative energy balance in buffaloes. Conclusion: Apart from conventional diagnostic methods, this study improves the understanding of putative biomarkers at the molecular level which helps to unfold their role in normal immune function, fat synthesis/metabolism and oxidative stress pathways. Therefore, provides an opportunity to discover more accurate and sensitive diagnostic aids.

Evaluation of Potential Reference Genes for Quantitative RT-PCR Analysis in Fusarium graminearum under Different Culture Conditions

  • Kim, Hee-Kyoung;Yun, Sung-Hwan
    • The Plant Pathology Journal
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    • 제27권4호
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    • pp.301-309
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    • 2011
  • The filamentous fungus Fusarium graminearum is an important cereal pathogen. Although quantitative realtime PCR (qRT-PCR) is commonly used to analyze the expression of important fungal genes, no detailed validation of reference genes for the normalization of qRT-PCR data has been performed in this fungus. Here, we evaluated 15 candidate genes as references, including those previously described as housekeeping genes and those selected from the whole transcriptome sequencing data. By a combination of three statistical algorithms (BestKeeper, geNorm, and NormFinder), the variation in the expression of these genes was assessed under different culture conditions that favored mycelial growth, sexual development, and trichothecene mycotoxin production. When favoring mycelial growth, GzFLO and GzUBH expression were most stable in complete medium. Both EF1A and GzRPS16 expression were relatively stable under all conditions on carrot agar, including mycelial growth and the subsequent perithecial induction stage. These two genes were also most stable during trichothecene production. For the combined data set, GzUBH and EF1A were selected as the most stable. Thus, these genes are suitable reference genes for accurate normalization of qRT-PCR data for gene expression analyses of F. graminearum and other related fungi.

Stem-loop RT-qPCR 분석법을 이용한 siRNA 치료제의 생체시료 분석법 검증 및 약물 동태학적 분석 (Validation of Stem-loop RT-qPCR Method on the Pharmacokinetic Analysis of siRNA Therapeutics)

  • 김혜정;김택민;김홍중;정헌순;이승호
    • 생명과학회지
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    • 제29권6호
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    • pp.653-661
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    • 2019
  • 본 연구는 siRNA 기반 치료제등의 핵산치료제 개발에 있어서 필수적인 약물의 생체내 흡수, 분포, 대사, 배설에 대한 동태의 확인을 위해 stem-loop RT-qPCR 법을 이용하여 보다 더 정확한 시험법을 확립하고자 하였다. siRNA에 특이적인 primer와 probe를 선별하여 siRNA 정량검출 시험법을 최적화하였다. siRNA 표준시료를 이용하여 최적화된 시험법을 적용하였을 때 siRNA 표준시료에 대한 Cp 값(y)간의 선형분석 결과, 기울기 평균 -3.3, 결정계수 $R^2$>0.99으로 확인되어 siRNA 표준시료와 Cp 값 간의 회귀성이 매우 높아 정량 분석이 가능한 시험법임을 확인하였고, 같은 표준시료를 이용한 stem-loop RT-qPCR의 검출한계(LOD)는 10 fM, 최소정량한계(LLOQ)는 100 fM이었다. 확립된 시험법의 신뢰성을 확인하기 위해 시험자를 다르게 하고, 시험법을 3회 반복하여 각각 진행한 결과, siRNA 표준시료에 대한 Cp 값(y)간의 선형분석 결과 기울기와 결정계수 $R^2$의 재현성(slope ${\pm}-3.2$, 결정계수 $R^2$>0.99)을 확인하였고, 표준 곡선으로부터 환산된 siRNA 표준시료의 회수율(recovery ${\pm}20%$)과 완건성이 우수함을 확인하였다. 확립된 stem-loop RT-qPCR을 생체내 존재하는 약물 검증에 적용할 수 있는지 확인하기 위하여 시험동물에 siRNA를 주입 후 시간별 혈액을 채취하여 확립된 시험법으로 시험을 진행하였고 약물 동태학적 분석을 통해 siRNA치료제의 혈액내의 안정성을 확인하였다. 따라서 본연구에서 개발된 stem-loop RT-qPCR 분석법은 정확성, 정밀성 및 민감도가 높은 분석법으로 핵산치료제 개발 연구의 다양한 생체시료 분석 연구에 적용할 수 있을 것으로 기대한다.

Evaluation of reference genes for RT-qPCR study in abalone Haliotis discus hannai during heavy metal overload stress

  • Lee, Sang Yoon;Nam, Yoon Kwon
    • Fisheries and Aquatic Sciences
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    • 제19권4호
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    • pp.21.1-21.11
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    • 2016
  • Background: The evaluation of suitable reference genes as normalization controls is a prerequisite requirement for launching quantitative reverse transcription-PCR (RT-qPCR)-based expression study. In order to select the stable reference genes in abalone Haliotis discus hannai tissues (gill and hepatopancreas) under heavy metal exposure conditions (Cu, Zn, and Cd), 12 potential candidate housekeeping genes were subjected to expression stability based on the comprehensive ranking while integrating four different statistical algorithms (geNorm, NormFinder, BestKeeper, and ${\Delta}CT$ method). Results: Expression stability in the gill subset was determined as RPL7 > RPL8 > ACTB > RPL3 > PPIB > RPL7A > EF1A > RPL4 > GAPDH > RPL5 > UBE2 > B-TU. On the other hand, the ranking in the subset for hepatopancreas was RPL7 > RPL3 > RPL8 > ACTB > RPL4 > EF1A > RPL5 > RPL7A > B-TU > UBE2 > PPIB > GAPDH. The pairwise variation assessed by the geNorm program indicates that two reference genes could be sufficient for accurate normalization in both gill and hepatopancreas subsets. Overall, both gill and hepatopancreas subsets recommended ribosomal protein genes (particularly RPL7) as stable references, whereas traditional housekeepers such as ${\beta}-tubulin$ (B-TU) and glyceraldehyde-3-phosphate dehydrogenase (GAPDH) genes were ranked as unstable genes. The validation of reference gene selection was confirmed with the quantitative assay of MT transcripts. Conclusions: The present analysis showed the importance of validating reference genes with multiple algorithmic approaches to select genes that are truly stable. Our results indicate that expression stability of a given reference gene could not always have consensus across tissue types. The data from this study could be a good guide for the future design of RT-qPCR studies with respect to metal regulation/detoxification and other related physiologies in this abalone species.

Validation of Reference Genes for Quantitative Real-Time PCR in Bovine PBMCs Transformed and Non-transformed by Theileria annulata

  • Zhao, Hongxi;Liu, Junlong;Li, Youquan;Yang, Congshan;Zhao, Shuaiyang;Liu, Juan;Liu, Aihong;Liu, Guangyuan;Yin, Hong;Guan, Guiquan;Luo, Jianxun
    • Parasites, Hosts and Diseases
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    • 제54권1호
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    • pp.39-46
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    • 2016
  • Theileria annulata is a tick-borne intracellular protozoan parasite that causes tropical theileriosis, a fatal bovine lymphoproliferative disease. The parasite predominantly invades bovine B lymphocytes and macrophages and induces host cell transformation by a mechanism that is not fully comprehended. Analysis of signaling pathways by quantitative real-time PCR (qPCR) could be a highly efficient means to understand this transformation mechanism. However, accurate analysis of qPCR data relies on selection of appropriate reference genes for normalization, yet few papers on T. annulata contain evidence of reference gene validation. We therefore used the geNorm and NormFinder programs to evaluate the stability of 5 candidate reference genes; 18S rRNA, glyceraldehyde-3-phosphate dehydrogenase (GAPDH), ACTB (${\beta}-actin$), PRKG1 (protein kinase cGMP-dependent, type I) and TATA box binding protein (TBP). The results showed that 18S rRNA was the reference gene most stably expressed in bovine PBMCs transformed and non-transformed with T. annulata, followed by GAPDH and TBP. While 18S rRNA and GAPDH were the best combination, these 2 genes were chosen as references to study signaling pathways involved in the transformation mechanism of T. annulata.

혈장분획제제 제조공정에서 크로마토그래피 세척 검증을 위한 모델바이러스로서의 Porcine Parvovirus 정량 (Quantitative Real-Time PCR of Porcine Parvovirus as a Model Virus for Cleaning Validation of Chromatography during Manufacture of Plasma Derivatives)

  • 길태건;김원중;이동혁;강용;성학모;유시형;박순희;김인섭
    • 미생물학회지
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    • 제41권3호
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    • pp.216-224
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    • 2005
  • 혈장분획제제 중 혈액응공인자제제와 일부 면역글로불린제제는 혈장에 존재하는 다양한 단백질로부터 유효한 단백성분만을 선택적으로 분리 정제하기 위해 크로마토그래피 방법을 사용하여 생산된다. 효율적인 세척(cleaning) 공정이 이루어지지 않는다면 크로마토그래피는 다양한 종류의 불순물뿐만 아니라 혈액 중 내재 또는 오염 가능성이 있는 위해인자가 오염될 가능성이 있다. 본 연구에서는 혈장분획제제 제조공정에 사용되는 크로마토그래피의 세척 공정에서 혈장유래 바이러스의 제거 및 불활화 공정의 검토 강화로 혈장분획제제의 안전성을 확보하기 위해 크로마토그래피 세척 검증 시스템을 구축하고자 하였다. 크로마토그래피 세척 공정 중 바이러스 제거 검증을 위해 혈장유래 바이러스 중 물리${\cdot}$화학적 처리에 가장 큰 저항성을 갖는 human parvovirus B19의 모델 바이러스의 porcine parvovirus(PPV)를 대상으로 real-time PCR 정량법을 확립하였다. PPV에 특이적인 primer를 선별하였으며 형광염료 SYBR Green I을 사용하여 PPV DNA를 정량하였다. 세포배양법에 의한 감염 역가와 비교한 결과 PCR 민감도는 1.5 $TCID_{50}/ml$이었다. 확립된 검증법의 신뢰성(reliability)을 보증하기 위해 실험법의 특이성(specificity), 재현성(reproducibility) 등을 검증하였다. 구축된 검증시스템을 thrombin 분리${\cdot}$정제를 위한 SP-Sepharose 양이온 크로마토그래피 공정과 factor VIII 분리${\cdot}$정제를 위한 Q-Sepharose 음이온 크로마토그래피 공정에 적용하여 크로마토그래피 세척 검증을 실시하고, 세척 검증 시스템의 적합성을 확인하였다.

두족류의 진위 판별을 위한 Real-time Quantitative PCR 검사법 개발 및 검증 (Development and Validation of Quick and Accurate Cephalopods Grouping System in Fishery Products by Real-time Quantitative PCR Based on Mitochondrial DNA)

  • 정인영;서용배;양지영;권기성;김군도
    • 한국식품위생안전성학회지
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    • 제33권4호
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    • pp.280-288
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    • 2018
  • 본 연구는 국내에서 생산되거나 해외에서 수입되어 국내에서 유통되는 수산물 중에서 두족류를 문어류, 낙지류, 오징어류, 주꾸미류, 꼴뚜기류의 5개 그룹으로 구분하여 분석하였다. 두족류 5개 그룹을 판별을 하기 위해 미토콘드리아에 존재하는 유전자를 분석하였고, 그 중에서 COI (mitochondrial cytochrome C oxidase subunit I), 16s rRNA (16s ribosomal RNA), 12s rRNA (12s ribosomal RNA) 내에서 상당히 유사한 DNA 서열 부분과 일부 서열 변화 부분이 확인되었다. 명확하게 두족류 5개 그룹 판별을 하기 위해 COI, 16s rRNA, 12s rRNA 유전자의 일부 서열 변화 부분에서 그룹 특이적 프라이머 세트를 디자인하였다. 국내 외에서 확보한 두족류 시료(참문어, 낙지, 살오징어, 아메리카 대왕오징어, 갑오징어, 주꾸미, 모래주꾸미, 하이야주꾸미, 참꼴뚜기, 창꼴뚜기, 한치꼴뚜기)의 genomic DNA을 추출하여 각 그룹의 특이적 프라이머를 이용하여 SYBR 기반의 real-time PCR 시스템에 의해 분석되었고, threshold cycle (Ct) value와 같은 real-time PCR 결과 분석에 의해 두족류 내 그룹 판별이 가능하였다(Table 3).

Design, Optimization and Validation of Genomic DNA Microarrays for Examining the Clostridium acetobutylicum Transcriptome

  • Alsaker, Keith V.;Paredes, Carlos J.;Papoutsakis, Eleftherios T.
    • Biotechnology and Bioprocess Engineering:BBE
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    • 제10권5호
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    • pp.432-443
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    • 2005
  • Microarray technology has contributed Significantly to the understanding of bacterial genetics and transcriptional regulation. One neglected aspect of this technology has been optimization of microarray-generated signals and quality of generated information. Full genome microarrays were developed for Clostridium acetobutylicum through spotting of PCR products that were designed with minimal homology with all other genes within the genome. Using statistical analyses it is demonstrated that Signal quality is significantly improved by increasing the hybridization volume. possibly increasing the effective number of transcripts available to bind to a given spot, while changes in labeled probe amounts were found to be less sensitive to improving signal quality. In addition to Q-RT-PCR, array validation was tested by examining the transcriptional program of a mutant (M5) strain lacking the pSOL1 178-gene megaplasmid relative to the wildtype (WT) strain. Under optimal conditions, it is demonstrated that the fraction of false positive genes is 1% when considering differentially expressed genes and 7% when considering all genes with signal above background. To enhance genomic-scale understanding of organismal physiology, using data from these microarrays we estimated that $40{\sim}55%$ of the C. acetobutylicum genome is expressed at any time during batch culture, similar to estimates made for Bacillus subtilis.

Optimization of Reference Genes for Normalization of the Quantitative Polymerase Chain Reaction in Tissue Samples of Gastric Cancer

  • Zhao, Lian-Mei;Zheng, Zhao-Xu;Zhao, Xiwa;Shi, Juan;Bi, Jian-Jun;Pei, Wei;Feng, Qiang
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권14호
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    • pp.5815-5818
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    • 2014
  • For an exact comparison of mRNA transcription in different samples or tissues with real time quantitative reverse transcription-polymerase chain reaction (qRT-PCR), it is crucial to select a suitable internal reference gene. Glyceraldehyde 3-phosphate dehydrogenase (GAPDH) and beta-actin (ACTB) have been frequently considered as house-keeping genes to normalize for changes in specific gene expression. However, it has been reported that these genes are unsuitable references in some cases, because their transcription is significantly variable under particular experimental conditions and among tissues. The present study was aimed to investigate which reference genes are most suitable for the study of gastric cancer tissues using qRT-PCR. 50 pairs of gastric cancer and corresponding peritumoral tissues were obtained from patients with gastric cancer. Absolute qRT-PCR was employed to detect the expression of GAPDH, ACTB, RPII and 18sRNA in the gastric cancer samples. Comparing gastric cancer with corresponding peritumoral tissues, GAPDH, ACTB and RPII were obviously upregulated 6.49, 5.0 and 3.68 fold, respectively. Yet 18sRNA had no obvious expression change in gastric cancer tissues and the corresponding peritumoral tissues. The expression of GAPDH, ${\beta}$-actin, RPII and 18sRNA showed no obvious changes in normal gastric epithelial cells compared with gastric cancer cell lines. The carcinoembryonic antigen (CEA), a widely used clinical tumor marker, was used as a validation gene. Only when 18sRNA was used as the normalizing gene was CEA obviously elevated in gastric cancer tissues compared with peritumoral tissues. Our data show that 18sRNA is stably expressed in gastric cancer samples and corresponding peritumoral tissues. These observations confirm that there is no universal reference gene and underline the importance of specific optimization of potential reference genes for any experimental condition.