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1.
Sci Rep ; 11(1): 18993, 2021 09 23.
Article in English | MEDLINE | ID: mdl-34556773

ABSTRACT

Angelica decursiva is one of the lending traditional Chinese medicinal plants producing coumarins. Notably, several studies have focused on the biosynthesis and not the RT-qPCR (quantitative real-time reverse transcription polymerase chain reaction) study of coumarins. This RT-qPCR technique has been extensively used to investigate gene expression levels in plants and the selection of reference genes which plays a crucial role in standardizing the data form the RT-qPCR analysis. In our study, 11 candidate reference genes were selected from the existing transcriptome data of Angelica decursiva. Here, four different types of statistical algorithms (geNorm, NormFinder, BestKeeper, and Delta Ct) were used to calculate and evaluate the stability of gene expression under different external treatments. Subsequently, RefFinder analysis was used to determine the geometric average of each candidate gene ranking, and to perform comprehensive index ranking. The obtained results showed that among all the 11 candidate reference genes, SAND family protein (SAND), protein phosphatase 2A gene (PP2A), and polypyrimidine tract-binding protein (PTBP) were the most stable reference genes, where Nuclear cap binding protein 2 (NCBP2), TIP41-like protein (TIP41), and Beta-6-tubulin (TUBA) were the least stable genes. To the best of our knowledge, this work is the first to evaluate the stability of reference genes in the Angelica decursiva which has provided an important foundation on the use of RT-qPCR for an accurate and far-reaching gene expression analysis in this medicinal plant.


Subject(s)
Angelica/genetics , Gene Expression Profiling/standards , Plants, Medicinal/genetics , Real-Time Polymerase Chain Reaction/standards , Genes, Plant , Reference Standards
2.
PLoS One ; 16(6): e0253244, 2021.
Article in English | MEDLINE | ID: mdl-34185803

ABSTRACT

Autotetraploid rice exhibited hybrid vigor and greater genetic variation compared to diploid rice, but low pollen fertility is a major hindrance for its utilization. Our previous analysis revealed that large number of pollen fertility genes were exhibited down-regulation in autotetraploid rice. Hence, it is of utmost importance to reveal the expression patterns of pollen fertility genes with high accuracy. To find stable reference genes for autotetraploid rice, we compared the pollen development stages between diploid and autotetraploid rice, and 14 candidate genes were selected based on transcriptome analysis to evaluate their expression levels. Autotetraploid rice (i.e. Taichung65-4x) displayed lower seed set (40.40%) and higher percentage of abnormalities during the pollen development process than its diploid counterpart. To detect the candidate reference genes for pollen development of autotetraploid and diploid rice, we used five different algorithms, including NormFinder, BestKeeper, ΔCt method, geNorm and Re-Finder to evaluate their expression patterns stability. Consequently, we identified two genes, Cytochrome b5 and CPI, as the best candidate reference genes for qRT-PCR normalization in autotetraploid and diploid rice during pre-meiosis, meiosis, single microspore and bicellular pollen development stages. However, Cytochrome b5 was found to be the most stably expressed gene during different pollen development stages in autotetraploid rice. The results of our study provide a platform for subsequent gene expression analyses in autotetraploid rice, which could also be used in other polyploid plants.


Subject(s)
Algorithms , Diploidy , Gene Expression Profiling/standards , Gene Expression Regulation, Plant , Real-Time Polymerase Chain Reaction/standards , Reverse Transcriptase Polymerase Chain Reaction/standards , Tetraploidy , Oryza/genetics , Oryza/metabolism , Pollen/genetics , Seeds/genetics
3.
Genes (Basel) ; 12(3)2021 03 23.
Article in English | MEDLINE | ID: mdl-33807101

ABSTRACT

Anemone flaccida Fr. Schmidt is a traditional medicinal herb in southwestern China and has multiple pharmacological effects on bruise injuries and rheumatoid arthritis (RA). A new drug with a good curative effect on RA has recently been developed from the extract of A. flaccida rhizomes, of which the main medicinal ingredients are triterpenoid saponins. Due to excessive exploitation, the wild population has been scarce and endangered in a few of its natural habitats and research on the cultivation of the plant commenced. Studies on the gene expressions related to the biosynthesis of triterpenoid saponins are not only helpful for understanding the effects of environmental factors on the medicinal ingredient accumulations but also necessary for monitoring the herb quality of the cultivated plants. Reverse transcription quantitative polymerase chain reaction (RT-qPCR) as a sensitive and powerful technique has been widely used to detect gene expression across tissues in plants at different stages; however, its accuracy and reliability depend largely on the reference gene selection. In this study, the expressions of 10 candidate reference genes were evaluated in various organs of the wild and cultivated plants at different stages, using the algorithms of geNorm, NormFinder and BestKeeper, respectively. The purpose of this study was to identify the suitable reference genes for RT-qPCR detection in A. flaccida. The results showed that two reference genes were sufficient for RT-qPCR data normalization in A. flaccida. PUBQ and ETIF1a can be used as suitable reference genes in most organs at various stages because of their expression stabilitywhereas the PUBQ and EF1Α genes were desirable in the rhizomes of the plant at the vegetative stage.


Subject(s)
Anemone/growth & development , Gene Expression Profiling/standards , Plant Proteins/genetics , Algorithms , Anemone/genetics , Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Real-Time Polymerase Chain Reaction/standards , Reference Standards , Reverse Transcriptase Polymerase Chain Reaction/standards
4.
Mol Cell Probes ; 55: 101691, 2021 02.
Article in English | MEDLINE | ID: mdl-33358935

ABSTRACT

This was the first report on evaluating candidate reference genes for quantifying the expression profiles of both coding (e.g., mRNA) and non-coding (e.g., miRNA) genes in potato response to potato virus Y (PVY) inoculation. The reverse transcription-quantitative real-time polymerase chain reaction (RT-qPCR) method was employed to quantify the expression profiles of eight selected candidate reference genes; their expression stability was analyzed by four statistical algorithms, i.e., geNorm, BestKeeper, NormFinder and RefFinder. The most stable reference genes were sEF1a, sTUBb and seIF5 with a high stability. The least stable ones were sPP2A, sSUI1 and sGAPDH. The same reference gene allows for normalization of both miRNA and mRNA levels from a single RNA sample using cDNAs synthesized in a single RT reaction, in which a stem-loop primer was used for miRNAs and the oligo (dT) for mRNAs.


Subject(s)
Genes, Plant , MicroRNAs/genetics , Potyvirus/physiology , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction/standards , Solanum tuberosum/genetics , Solanum tuberosum/virology , DNA Primers/metabolism , Gene Expression Profiling , Gene Expression Regulation, Plant , Reference Standards , Reproducibility of Results , Software
5.
Sci Rep ; 10(1): 16140, 2020 09 30.
Article in English | MEDLINE | ID: mdl-32999330

ABSTRACT

Honeybees (Apis mellifera L.), which unquestionably play an economically important role in pollination and agricultural production, are at risk of decline. To study changes in gene expression in insects upon exposure to pesticides or other external stimuli, appropriate reference genes are required for data normalization. Since there is no such gene that is absolutely invariable under all experimental conditions, the aim of this study was to identify the most stable targets suitable for subsequent normalization in quantitative experiments based on real-time polymerase chain reaction in honeybee research. Here, we evaluated the expression of fifteen candidate housekeeping genes from three breeding lines of honeybees treated with pyrethroids to identify the most stable genes. The tested insects were exposed to deltamethrin or lambda-cyhalothrin, and then, changes in the accumulation of selected transcripts were assessed, followed by statistical analyses. We concluded that AmRPL32, AmACT and AmRPL13a were the commonly recorded most stable genes in honeybees treated with the selected pyrethroids.


Subject(s)
Bees/genetics , Gene Expression/drug effects , Real-Time Polymerase Chain Reaction/standards , Animals , Pyrethrins/pharmacology , Reference Standards
6.
Mol Biol Rep ; 47(6): 4169-4181, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32410139

ABSTRACT

Codonopsis pilosula is a well-known medicinal plant. Although its transcriptome sequence has been published, suitable reference genes have not been systematically identified for conducting expression analyses via quantitative real-time polymerase chain reaction (qRT-PCR). To screen appropriate genes for use with this species, we applied four different methods-GeNorm, NormFinder, BestKeeper, and RefFinder-to evaluate the stability of 13 candidates: CpiEF1Bb, CpiCACS, CpiF-Box, Cpiß-Tubulin, CpiGAPDH, CpiActin2, CpiAPT1, CpiActin7, CpiActin8, CpiRPL6, CpiHAF1, CpiTubulin6, and CpiUBQ12. Expression was examined by qRT-PCR for various tissue types, chemical treatments, and developmental stages. For all tested samples, CpiGAPDH proved to be the most stable. Comprehensive analysis indicated that the most stable internal reference genes were CpiF-Box and CpiCACS in different tissues and at different developmental stages, respectively. Under NaCl stress, CpiAPT1 was the best internal reference gene. For methyl jasmonate and abscisic acid treatments, CpiGAPDH and CpiF-Box, respectively, presented the highest degree of expression stability. Based on these findings, we chose CpiSPL9 as the target gene for validating the suitability of these selected reference genes. All of these results provide a foundation for accurate quantification of expression levels by genes of interest in C. pilosula.


Subject(s)
Codonopsis/genetics , Real-Time Polymerase Chain Reaction/standards , Gene Expression Profiling/methods , Gene Expression Regulation, Plant/genetics , Genes, Plant/genetics , Reference Standards , Transcriptome/genetics
7.
Sci Rep ; 10(1): 1972, 2020 02 06.
Article in English | MEDLINE | ID: mdl-32029802

ABSTRACT

Candida tropicalis arises as one of the predominant non-Candida albicans Candida (NCAC) species causing invasive candidiasis in Asian countries. A rise in reports of C. tropicalis with a parallel increase in fluconazole resistance has also been observed. The genes and underlying pathways associated with azole antifungal resistance in C. tropicalis is still not properly understood. The RT-qPCR is the most promising approach for expression analysis of target genes to understand the mechanisms of resistance. The reliability and reproducibility of this technique depend on the selection of suitable reference genes for the normalization in expression study. The present study investigated the expression stability levels of ten genes including ACT1, EF1, GAPDH, PGK1, RDN5.8, RDN18, RDN28, SDHA, TUB1, and UBC13 for their suitability in fluconazole treated/untreated C. tropicalis. The stability levels of these genes were examined by the ∆∆CT, ΔCT, Pfaffl methods and five independent software including hkgFinder, geNorm, NormFinder, BestKeeper, and RefFinder software. We report, the EF1 and ACT1 were the most stable reference genes for normalization and can be used for the gene expression analysis in C. tropicalis. To the best of our knowledge, our study is the first to select and validate the reference genes in C. tropicalis for RT-qPCR based expression analysis.


Subject(s)
Candida tropicalis/drug effects , Candidiasis, Invasive/drug therapy , Drug Resistance, Fungal/genetics , Gene Expression Regulation, Fungal/drug effects , Genes, Fungal , Actins/genetics , Antifungal Agents/pharmacology , Antifungal Agents/therapeutic use , Candida tropicalis/genetics , Candidiasis, Invasive/microbiology , Feasibility Studies , Fluconazole/pharmacology , Fluconazole/therapeutic use , Fungal Proteins/genetics , Genes, Essential , Humans , India , Microbial Sensitivity Tests , Real-Time Polymerase Chain Reaction/standards , Reference Standards , Reproducibility of Results
8.
Sci Rep ; 10(1): 2429, 2020 02 12.
Article in English | MEDLINE | ID: mdl-32051495

ABSTRACT

The selection of reliable reference genes (RGs) for normalization under given experimental conditions is necessary to develop an accurate qRT-PCR assay. To the best of our knowledge, only a small number of RGs have been rigorously identified and used in tea plants (Camellia sinensis (L.) O. Kuntze) under abiotic stresses, but no critical RG identification has been performed for tea plants under any biotic stresses till now. In the present study, we measured the mRNA transcriptional levels of ten candidate RGs under five experimental conditions; these genes have been identified as stable RGs in tea plants. By using the ΔCt method, geNorm, NormFinder and BestKeeper, CLATHRIN1 and UBC1, TUA1 and SAND1, or SAND1 and UBC1 were identified as the best combination for normalizing diurnal gene expression in leaves, stems and roots individually; CLATHRIN1 and GAPDH1 were identified as the best combination for jasmonic acid treatment; ACTIN1 and UBC1 were identified as the best combination for Toxoptera aurantii-infested leaves; UBC1 and GAPDH1 were identified as the best combination for Empoasca onukii-infested leaves; and SAND1 and TBP1 were identified as the best combination for Ectropis obliqua regurgitant-treated leaves. Furthermore, our results suggest that if the processing time of the treatment was long, the best RGs for normalization should be recommended according to the stability of the proposed RGs in different time intervals when intragroup differences were compared, which would strongly increase the accuracy and sensitivity of target gene expression in tea plants under biotic stresses. However, when the differences of intergroup were compared, the RGs for normalization should keep consistent across different time points. The results of this study provide a technical guidance for further study of the molecular mechanisms of tea plants under different biotic stresses.


Subject(s)
Camellia sinensis/genetics , Gene Expression Regulation, Plant , Genes, Plant , Real-Time Polymerase Chain Reaction , Camellia sinensis/parasitology , Gene Expression Profiling/methods , Gene Expression Profiling/standards , Plant Diseases/genetics , Plant Diseases/parasitology , RNA, Messenger/genetics , RNA, Plant/genetics , Real-Time Polymerase Chain Reaction/methods , Real-Time Polymerase Chain Reaction/standards , Reference Standards , Transcriptome
9.
PLoS One ; 14(12): e0226168, 2019.
Article in English | MEDLINE | ID: mdl-31805178

ABSTRACT

Ginseng is a valuable herb of traditional Chinese medicine and ginsenosides, the main bioactive components of ginseng, have been proven to have multiple functions in human therapies and health. Methyl jasmonate (MeJA) is an elicitor that has been demonstrated to have a vital influence on ginsenoside biosynthesis. Quantitative real-time polymerase chain reaction (qRT-PCR) has been widely used in quantification of gene expressions. Here, we report the selection and validation of reference genes desirable for normalization of gene expressions quantified by qRT-PCR in ginseng hairy roots treated with MeJA. Twelve reference genes were selected as candidate genes, and their expressions were quantified by qRT-PCR, and analyzed by geNorm, NormFinder and BestKeeper. CYP and EF-1α were shown to be the most stable reference genes in geNorm, CYP was the most stable reference gene in NormFinder, and 18S was the most stable reference gene in BestKeeper. On this basis, we further quantified the relative expression levels of four genes encoding key enzymes that are involved in ginsenoside biosynthesis using CYP and 18S as the reference genes, respectively. Moreover, correlation analysis was performed between the quantified expressions of four genes and the ginsenoside content in MeJA-treated ginseng hairy roots. The results of relative expressions of the four genes quantified using CYP as the reference gene and their significant correlations with the ginsenoside content were better than those using 18S as the reference gene. The CYP gene, hence, was concluded as the most desirable reference gene for quantification of the expressions of genes in MeJA-treated ginseng hairy roots. This finding, therefore, provides information useful for gene research in ginseng, particularly in MeJA-treated ginseng hairy roots, which includes identification and characterization of genes involved in ginsenoside biosynthesis.


Subject(s)
Acetates/pharmacology , Cyclopentanes/pharmacology , Gene Expression Profiling/standards , Oxylipins/pharmacology , Panax/genetics , Plant Proteins/genetics , Gene Expression Regulation, Plant/drug effects , Ginsenosides/biosynthesis , Panax/drug effects , Panax/metabolism , Plant Roots/drug effects , Plant Roots/genetics , Plant Roots/metabolism , Real-Time Polymerase Chain Reaction/standards , Reference Standards
10.
J Agric Food Chem ; 67(19): 5680-5686, 2019 May 15.
Article in English | MEDLINE | ID: mdl-31062597

ABSTRACT

Specific and sensitive real-time qualitative polymerase chain reaction (PCR) methods for the detection of food allergens including wheat, buckwheat, and peanuts were developed that could cancel between instrument effects and avoid risks of false-positives and false-negatives. In these real-time PCR analysis, the cutoff for determination of positive samples was set in every PCR run by using reference plasmids containing known copies of the target sequences. The copy numbers of the plasmids were used to detect the allergenic ingredients corresponding to 10 ppm (w/w) protein in highly processed foods (cooked for more than 30 min at 122 °C). Reference plasmid analysis for each real-time PCR run helped to minimize variability between runs and instruments (7900HT Real-Time PCR systems and Light Cycler Nano). It also helped to avoid false positives due to trace levels of contaminants from the laboratory environment or agricultural products. The specificity of the real-time PCR method was verified using 79 commonly used food materials and some of their relatives. The method was sensitive enough to detect those allergenic ingredients corresponding to 10 ppm (w/w) in seven types of incurred samples. The current official Japanese method was not able to detect the allergens in some of the incurred samples. The developed method can avoid false negatives due to lack of sensitivity and is useful to confirm positive ELISA screening tests.


Subject(s)
Allergens/genetics , Arachis/genetics , DNA, Plant/genetics , Fagopyrum/genetics , Real-Time Polymerase Chain Reaction/methods , Triticum/genetics , Allergens/analysis , Arachis/immunology , Fagopyrum/immunology , Food Analysis , Plasmids/genetics , Real-Time Polymerase Chain Reaction/standards , Triticum/immunology
11.
Int J Med Mushrooms ; 21(3): 301-309, 2019.
Article in English | MEDLINE | ID: mdl-31002613

ABSTRACT

Real-time quantitative polymerase chain reaction (qRT-PCR) has emerged as a powerful and popular tool for quantitating differences in transcriptional gene expression levels between samples. Validation of the stability of reference genes is a fundamental step before initiating qRT-PCR assays. Sparassis latifolia is an edible and medicinal fungus containing a remarkably high concentration of ß-glucan, which has many biological and pharmacologic activities. S. latifolia may be a model species for studying fungal photobiology because its fruiting body formation requires more light than other fungi. However, suitable reference genes for qRT-PCR have not yet been determined. In the present study, 10 candidate reference genes in S. latifolia were evaluated and validated under different developmental stages and light conditions. To evaluate the suitability of candidate reference genes, three popular software programs (geNorm, NormFinder, and BestKeeper), along with the delta Ct method, were used to analyze these genes; the final ranking was determined using RefFinder. According to our results, Actin and GAPDH were expressed at the most stable levels under different developmental stages and light conditions.


Subject(s)
Basidiomycota/genetics , Genes, Fungal/genetics , Real-Time Polymerase Chain Reaction/standards , Actins/genetics , Glyceraldehyde-3-Phosphate Dehydrogenase (Phosphorylating)/genetics
12.
BMC Mol Biol ; 20(1): 9, 2019 03 25.
Article in English | MEDLINE | ID: mdl-30909859

ABSTRACT

BACKGROUND: Isatis indigotica, a traditional Chinese medicine, produces a variety of active ingredients. However, little is known about the key genes and corresponding expression profiling involved in the biosynthesis pathways of these ingredients. Quantitative real-time polymerase chain reaction (qRT-PCR) is a powerful, commonly-used method for gene expression analysis, but the accuracy of the quantitative data produced depends on the appropriate selection of reference genes. RESULTS: In this study, the systematic analysis of the reference genes was performed for quantitative real-Time PCR normalization in I. indigotica. We selected nine candidate reference genes, including six traditional housekeeping genes (ACT, α-TUB, ß-TUB, UBC, CYP, and EF1-α), and three newly stable internal control genes (MUB, TIP41, and RPL) from a transcriptome dataset of I. indigotica, and evaluated their expression stabilities in different tissues (root, stem, leaf, and petiole) and leaves exposed to three abiotic treatments (low-nitrogen, ABA, and MeJA) using geNorm, NormFinder, BestKeeper, and comprehensive RefFind algorithms. The results demonstrated that MUB and EF1-α were the two most stable reference genes for all samples. TIP41 as the optimal reference gene for low-nitrogen stress and MeJA treatment, while ACT had the highest ranking for ABA treatment and CYP was the most suitable for different tissues. CONCLUSIONS: The results revealed that the selection and validation of appropriate reference genes for normalizing data is mandatory to acquire accurate quantification results. The necessity of specific internal control for specific conditions was also emphasized. Furthermore, this work will provide valuable information to enhance further research in gene function and molecular biology on I. indigotica and other related species.


Subject(s)
Gene Expression Profiling/standards , Gene Expression Regulation, Plant/genetics , Genes, Essential/genetics , Isatis/genetics , Real-Time Polymerase Chain Reaction/standards , Reference Standards
13.
J AOAC Int ; 102(6): 1767-1773, 2019 Nov 01.
Article in English | MEDLINE | ID: mdl-30871654

ABSTRACT

Background: PCR methods are the most commonly used DNA-based identity tool in the commercial food, beverage, and natural health product markets. These methods are routinely used to identify foodborne pathogens and allergens in food. Proper validation methods for some sectors have been established, while there are none in other markets, such as botanicals. Results: A survey of the literature indicates that some validation criteria are not addressed when developing PCR tests for botanicals. Objective: We provide recommendations for qualitative real-time PCR methods for validating identity tests for botanical ingredients. Methods: These include common criteria that underpin the development and validation of rigorous tests, including (1) the aim of the validation test, (2) the applicability of different matrix variants, (3) specificity in identifying the target species ingredient, (4) sensitivity in detecting the smallest amount of the target material, (5) repeatability of methods, (6) reproducibility in detecting the target species in both raw and processed materials, (7) practicability of the test in a commercial laboratory, and (8) comparison with alternative methods. In addition, we recommend additional criteria, according to which the practicability of the test method is evaluated by transferring the method to a second laboratory and by comparison with alternative methods. Conclusions and Highlights: We hope that these recommendations encourage further publication on the validation of PCR methods for many botanical ingredients. These properly validated PCR methods can be developed on small, real-time biotechnology that can be placed directly into the supply chain ledger in support of highly transparent data systems that support QC from the farm to the fork of the consumer.


Subject(s)
Plant Preparations/analysis , Real-Time Polymerase Chain Reaction/standards , Plants/chemistry , Reproducibility of Results
14.
Gene ; 657: 39-49, 2018 May 30.
Article in English | MEDLINE | ID: mdl-29505835

ABSTRACT

Artemisia sphaerocephala, a dicotyledonous perennial semi-shrub belonging to the Artemisia genus of the Compositae family, is widely distributed in northwestern China. This shrub is one of the most important pioneer plants which is capable of protecting rangelands from wind erosion. It therefore plays a vital role in maintaining desert ecosystem stability. In addition, to its use as a forage grass, it has excellent prospective applications as a source of plant oil and as a plant-based fuel. The use of internal genes is the basis for accurately assessing Real time quantitative PCR. In this study, based on transcriptome data of A. sphaerocephala, we analyzed 21 candidate internal genes to determine the optimal internal genes in this shrub. The stabilities of candidate genes were evaluated in 16 samples of A. sphaerocephala. Finally, UBC9 and TIP41-like were determined as the optimal reference genes in A. sphaerocephala by Delta Ct and three various programs. There were GeNorm, NormFinder and BestKeeper.


Subject(s)
Artemisia/genetics , Gene Expression Profiling/standards , Plant Proteins/genetics , Real-Time Polymerase Chain Reaction/standards , Gene Expression Regulation, Plant , Intracellular Signaling Peptides and Proteins/genetics , Sequence Analysis, RNA , Ubiquitin-Conjugating Enzymes/genetics
15.
PLoS One ; 12(2): e0172460, 2017.
Article in English | MEDLINE | ID: mdl-28234941

ABSTRACT

Physic nut (Jatropha curcas L) seed oil is a natural resource for the alternative production of fossil fuel. Seed oil production is mainly depended on seed yield, which was restricted by the low ratio of staminate flowers to pistillate flowers. Further, the mechanism of physic nut flower sex differentiation has not been fully understood yet. Quantitative Real Time-Polymerase Chain Reaction is a reliable and widely used technique to quantify the gene expression pattern in biological samples. However, for accuracy of qRT-PCR, appropriate reference gene is highly desirable to quantify the target gene level. Hence, the present study was aimed to identify the stable reference genes in staminate and pistillate flowers of J. curcas. In this study, 10 candidate reference genes were selected and evaluated for their expression stability in staminate and pistillate flowers, and their stability was validated by five different algorithms (ΔCt, BestKeeper, NormFinder, GeNorm and RefFinder). Resulting, TUB and EF found to be the two most stably expressed reference for staminate flower; while GAPDH1 and EF found to be the most stably expressed reference gene for pistillate flowers. Finally, RT-qPCR assays of target gene AGAMOUS using the identified most stable reference genes confirmed the reliability of selected reference genes in different stages of flower development. AGAMOUS gene expression levels at different stages were further proved by gene copy number analysis. Therefore, the present study provides guidance for selecting appropriate reference genes for analyzing the expression pattern of floral developmental genes in staminate and pistillate flowers of J. curcas.


Subject(s)
Flowers/genetics , Genes, Essential , Genes, Plant , Jatropha/genetics , Algorithms , Biofuels , Flowers/growth & development , Gene Expression Regulation, Plant , Genomic Instability , Jatropha/growth & development , MADS Domain Proteins/genetics , Plant Oils/isolation & purification , Real-Time Polymerase Chain Reaction/standards , Seeds/chemistry , Seeds/genetics , Seeds/growth & development , Sex Differentiation/genetics
16.
Leuk Lymphoma ; 58(1): 8-16, 2017 01.
Article in English | MEDLINE | ID: mdl-27412040

ABSTRACT

Chronic myeloid leukemia (CML) results from the Philadelphia chromosome (Ph) translocation and expression of its fusion oncoprotein BCR-ABL1. BCR-ABL1 tyrosine kinase inhibitors (TKIs) are the standard therapy for Ph-positive CML. Achievement of deep molecular responses (typically defined as ≥4-log reduction in BCR-ABL1 RNA levels) is an emerging treatment goal becoming attainable for more patients due to the availability of second-generation TKIs. Deep molecular responses are associated with improved long-term outcomes and are required prior to attempting cessation of treatment in treatment-free remission clinical trials. The National Comprehensive Cancer Network and European LeukemiaNet recommend regular monitoring of BCR-ABL1 RNA levels using real-time quantitative polymerase chain reaction (RQ-PCR). However, BCR-ABL1 RQ-PCR is a complex laboratory-developed test; routine quantitative results from clinical diagnostic laboratories may differ from those used to establish the recommendations. Although an International Scale (IS) was developed for standardized reporting of BCR-ABL1 RNA levels, IS adoption has been slow in the United States, but is now used by the vast majority of laboratories. Here, we discuss the importance of molecular monitoring in CML, gaps between current and best molecular monitoring practices in the United States, and challenges and potential solutions for universal IS adoption in the United States.


Subject(s)
Fusion Proteins, bcr-abl/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Antineoplastic Agents/therapeutic use , Fusion Proteins, bcr-abl/antagonists & inhibitors , Humans , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/diagnosis , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Molecular Targeted Therapy , Prognosis , Protein Kinase Inhibitors/therapeutic use , Real-Time Polymerase Chain Reaction/methods , Real-Time Polymerase Chain Reaction/standards , Remission Induction , Treatment Outcome , United States
17.
J Virol Methods ; 237: 14-17, 2016 11.
Article in English | MEDLINE | ID: mdl-27542529

ABSTRACT

Standard molecular methods for plant virus diagnosis require the purification of RNA or DNA extracts from a large number of samples, with sufficient concentration and quality for their use in PCR, RT-PCR, or qPCR analysis. Most methods are laborious and use either hazardous and/or costly chemicals. A previously published protocol for RNA isolation from several plant species yields high amounts of good quality RNA-DNA mixture in a simple, safe and inexpensive manner. In the present work, this method was tested to obtain RNA-DNA extracts from leaves of tomato, potato and three species of citrus, and was compared with two commercial kits. The results demonstrated that this protocol offers at least comparable nucleic acid quality, quantity and purity to those provided by commercial phenol-based or spin column systems and that are suitable to be used in PCR, RT-PCR and qPCR for virus and viroid detection. Because of its easy implementation and the use of safe and inexpensive reagents, it can be easily implemented to work in plant virus and viroid detection in different plant species.


Subject(s)
DNA, Viral/isolation & purification , Plant Leaves/genetics , Plant Viruses/genetics , Plant Viruses/isolation & purification , Plants/genetics , RNA, Viral/isolation & purification , Real-Time Polymerase Chain Reaction/methods , Viroids/genetics , Viroids/isolation & purification , Citrus/genetics , Citrus/virology , DNA, Plant/isolation & purification , DNA, Viral/genetics , Molecular Diagnostic Techniques/methods , Plant Leaves/virology , Plants/virology , RNA, Plant/isolation & purification , RNA, Viral/genetics , Real-Time Polymerase Chain Reaction/economics , Real-Time Polymerase Chain Reaction/standards , Solanum tuberosum/genetics , Solanum tuberosum/virology
18.
Plant Physiol Biochem ; 108: 286-294, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27474936

ABSTRACT

Reference gene evaluation and selection are necessary steps in gene expression analysis, especially in new plant varieties, through reverse transcription quantitative real-time PCR (RT-qPCR). Hedera helix L. is an important traditional medicinal plant recorded in European Pharmacopoeia. Research on gene expression in H. helix has not been widely explored, and no RT-qPCR studies have been reported. Thus, it is important and necessary to identify and validate suitable reference genes to for normalizing RT-qPCR results. In our study, 14 candidate protein-coding reference genes were selected. Their expression stability in five tissues (root, stem, leaf, petiole and shoot tip) and under seven abiotic stress conditions (cold, heat, drought, salinity, UV-C irradiation, abscisic acid and methyl jasmonate) were evaluated using geNorm and NormFinder. This study is the first to evaluate the stability of reference genes in H. helix. The results show that different reference genes should be chosen for normalization on the basis of various experimental conditions. F-box was more stable than the other selected genes under all analysis conditions except ABA treatment; 40S was the most stable reference gene under ABA treatment; in contrast, EXP and UBQ were the most unstable reference genes. The expressions of HhSE and Hhß-AS, which are two genes related to the biosynthetic pathway of triterpenoid saponins, were also examined for reference genes in different tissues and under various cold stress conditions. The validation results confirmed the applicability and accuracy of reference genes. Additionally, this study provides a basis for the accurate and widespread use of RT-qPCR in selecting genes from the genome of H. helix.


Subject(s)
Genes, Plant , Hedera/genetics , Real-Time Polymerase Chain Reaction/standards , Abscisic Acid/pharmacology , Acetates/pharmacology , Cyclopentanes/pharmacology , DNA Primers , Droughts , Gene Expression Profiling/methods , Gene Expression Profiling/standards , Hedera/drug effects , Hedera/radiation effects , Oxylipins/pharmacology , Real-Time Polymerase Chain Reaction/methods , Reference Standards , Salinity , Stress, Physiological/genetics , Ultraviolet Rays
19.
Int J Med Mushrooms ; 18(2): 165-75, 2016.
Article in English | MEDLINE | ID: mdl-27279538

ABSTRACT

With its ability to produce ligninolytic enzymes such as laccases, white-rot basidiomycete Cerrena unicolor, a medicinal mushroom, has great potential in biotechnology. Elucidation of the expression profiles of genes encoding ligninolytic enzymes are important for increasing their production. Quantitative real-time polymerase chain reaction (qPCR) is a powerful tool to study transcriptional regulation of genes of interest. To ensure accuracy and reliability of qPCR analysis of C. unicolor, expression levels of seven candidate reference genes were studied at different growth phases, under various induction conditions, and with a range of carbon/nitrogen ratios and carbon and nitrogen sources. The stability of the genes were analyzed with five statistical approaches, namely geNorm, NormFinder, BestKeeper, the ΔCt method, and RefFinder. Our results indicated that the selection of reference genes varied with sample sets. A combination of four reference genes (Cyt-c, ATP6, TEF1, and ß-tubulin) were recommended for normalizing gene expression at different growth phases. GAPDH and Cyt-c were the appropriate reference genes under different induction conditions. ATP6 and TEF1 were most stable in fermentation media with various carbon/nitrogen ratios. In the fermentation media with various carbon or nitrogen sources, 18S rRNA and GAPDH were the references of choice. The present study represents the first validation analysis of reference genes in C. unicolor and serves as a foundation for its qPCR analysis.


Subject(s)
Gene Expression Profiling/methods , Gene Expression Profiling/standards , Genes, Fungal , Polyporaceae/genetics , Real-Time Polymerase Chain Reaction/methods , Real-Time Polymerase Chain Reaction/standards , Reference Standards
20.
Int J Mol Sci ; 16(6): 12513-30, 2015 Jun 03.
Article in English | MEDLINE | ID: mdl-26047338

ABSTRACT

Real-time quantitative PCR (RT-qPCR) is a reliable and widely used method for gene expression analysis. The accuracy of the determination of a target gene expression level by RT-qPCR demands the use of appropriate reference genes to normalize the mRNA levels among different samples. However, suitable reference genes for RT-qPCR have not been identified in Sacha inchi (Plukenetia volubilis), a promising oilseed crop known for its polyunsaturated fatty acid (PUFA)-rich seeds. In this study, using RT-qPCR, twelve candidate reference genes were examined in seedlings and adult plants, during flower and seed development and for the entire growth cycle of Sacha inchi. Four statistical algorithms (delta cycle threshold (ΔCt), BestKeeper, geNorm, and NormFinder) were used to assess the expression stabilities of the candidate genes. The results showed that ubiquitin-conjugating enzyme (UCE), actin (ACT) and phospholipase A22 (PLA) were the most stable genes in Sacha inchi seedlings. For roots, stems, leaves, flowers, and seeds from adult plants, 30S ribosomal protein S13 (RPS13), cyclophilin (CYC) and elongation factor-1alpha (EF1α) were recommended as reference genes for RT-qPCR. During the development of reproductive organs, PLA, ACT and UCE were the optimal reference genes for flower development, whereas UCE, RPS13 and RNA polymerase II subunit (RPII) were optimal for seed development. Considering the entire growth cycle of Sacha inchi, UCE, ACT and EF1α were sufficient for the purpose of normalization. Our results provide useful guidelines for the selection of reliable reference genes for the normalization of RT-qPCR data for seedlings and adult plants, for reproductive organs, and for the entire growth cycle of Sacha inchi.


Subject(s)
Crops, Agricultural/genetics , Euphorbiaceae/growth & development , Euphorbiaceae/genetics , Plant Proteins/genetics , Real-Time Polymerase Chain Reaction/standards , Algorithms , Crops, Agricultural/chemistry , Crops, Agricultural/growth & development , Euphorbiaceae/chemistry , Flowers/genetics , Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Organ Specificity , Plant Oils , Real-Time Polymerase Chain Reaction/methods , Reference Standards , Seeds/genetics
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