Gene-specific primers for soybean TCS genes were designed using the Primer3 software.23 (link) Primer specificity was confirmed by blasting each primer sequence against the soybean genome (Glyma1 model),24 (link) followed by analysing the melting curves and amplicon fragments. Primers were redesigned if the corresponding melting curve did not yield a single sharp peak and/or if they had an electrophoresis pattern that failed to produce a single amplicon of the correct predicted length. The CYP2 gene was selected as a reference gene in the expression profiling of soybean genes as recommended previously.25 (link) Quantitative real-time PCRs (RT-qPCR) were performed in 96-well plates on a Stratagene MX3000P system (Agilent Technologies, Santa Clara, CA, USA) using Thunderbird™ SYBR® qPCR Mix (Toyobo, Japan) reagents. Primer sets of 0.4 µM final concentrations for each primer were used in a final volume of 10 µl well−1. The thermal profile of the RT-qPCRs was at 95°C for 1 min, 40 cycles at 95°C for 15 s and at 60°C for 1 min. Dissociation curves were obtained using a thermal melting profile performed after the last PCR cycle: 95°C for 15 s followed by a constant increase in the temperature between 60°C and 95°C. Background-corrected raw fluorescence data were exported from the MX3000P system and analysed in LinRegPCR software with a built-in baseline correction and amplification efficiency calculation.26 (link),27 (link) Amplicon-based fluorescence thresholds were used to obtain the Ct values, and these values together with the amplicon-based mean efficiency were used for calculating the initial quantity of mRNA transcripts. Finally, the mRNA levels of each transcript were normalized with those of the corresponding CYP2 transcript.
>
Procedures
>
Molecular Biology Research Technique
>
Quantitative Real-Time Polymerase Chain Reaction
Quantitative Real-Time Polymerase Chain Reaction
Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR) is a powerful molecular biology technique used to amplify and quantify specific DNA or RNA sequences in real-time.
This method combines the principles of traditional PCR with fluorescent dyes or probes to allow for precise measurement of the target sequence during the amplification process. qRT-PCR enables researchers to detect and quantify gene expression, viral loads, and other molecular targets with high sensitivity and accuracy.
The technique is widely used in a variety of applications, including disease diagnosis, genetic analysis, and basic research.
By leveraging the speed and sensitivity of qRT-PCR, scientists can obtain reliable, reproducible results and gain valuable insights into biological systems and processes.
This method combines the principles of traditional PCR with fluorescent dyes or probes to allow for precise measurement of the target sequence during the amplification process. qRT-PCR enables researchers to detect and quantify gene expression, viral loads, and other molecular targets with high sensitivity and accuracy.
The technique is widely used in a variety of applications, including disease diagnosis, genetic analysis, and basic research.
By leveraging the speed and sensitivity of qRT-PCR, scientists can obtain reliable, reproducible results and gain valuable insights into biological systems and processes.
Most cited protocols related to «Quantitative Real-Time Polymerase Chain Reaction»
Electrophoresis
Fluorescence
Genes
Genome
Oligonucleotide Primers
Quantitative Real-Time Polymerase Chain Reaction
RNA, Messenger
Soybeans
Actins
ALOX15 protein, human
Antioxidants
beta-Tubulin
Biological Assay
Brain
Brain Diseases
Caimans
Cell Culture Techniques
Cells
Chelating Agents
Complement System Proteins
Electrophoretic Mobility Shift Assay
Faculty
Gels
Glial Fibrillary Acidic Protein
guanidine isothiocyanate
hexafluoroisopropanol
Homo sapiens
I-kappa B Proteins
Immunoglobulins
Interleukin-1 beta
isolation
MicroRNAs
Microtubule-Associated Proteins
MIRN9 microRNA, human
neuro-oncological ventral antigen 2, human
Neuroglia
Neurons
NF-kappa B
Northern Blot
Peptides
Phosphotransferases
Primary Cell Culture
prolinedithiocarbamate
Proteins
pyrrolidine dithiocarbamic acid
Quantitative Real-Time Polymerase Chain Reaction
Rabbits
Reproduction
Reverse Transcription
RNA, Messenger
Serum Albumin, Human
Silica Gel
Sulfoxide, Dimethyl
Tissue, Membrane
Translocation, Chromosomal
Total RNA from participants with three (that is, BL, D2 and D6) or two (that is, either combination of BL, D2 or D6) matched samples were selected for quantitative real-time PCR analysis. Missing samples were due to either participant failing to attend one of the three clinic visits or sample RNA quantity being minimal. Genes were selected for expression confirmation based on PC1 loadings. Depending on the stage of ARI analyzed, the highest ranked (peak, D2 of reduction and resolution) or lowest (D6 of reduction) genes were selected. Gene expression in each sample was normalized to glyceraldehyde-3-phosphate dehydrogenase and peptidylprolyl isomerase A as outlined previously [32 (link)]. Significance of fold change in gene copy number between groups was determined by Mann Whitney U-test. Primer and probe sequences are available upon request.
Full text: Click here
Clinic Visits
Gene Expression
Genes
Glyceraldehyde-3-Phosphate Dehydrogenases
Oligonucleotide Primers
Peptidylprolyl Isomerase
Quantitative Real-Time Polymerase Chain Reaction
Total RNA was isolated from C. difficile 630Δerm strain grown in TY medium either after 4 h, 6 h or 10 h of growth and from R20291 strain during late exponential growth phase (6 h) as previously described [22] (link). Starvation conditions correspond to a 1 h incubation of exponentially grown cells (6 h of growth) in PBS buffer at 37°C. Strains carrying pRPF185 derivatives were grown in TY medium in the presence of 250–500 ng/mL ATc and 7.5 µg/mL Tm for 7.5 h followed by RNA isolation. The cDNA synthesis by reverse transcription and quantitative real-time PCR analysis was performed as previously described [45] (link). In each sample, the relative expression for a gene was calculated relatively to the 16S gene [81] (link). The relative change in gene expression was recorded as the ratio of normalized target concentrations (ΔΔCt) [82] (link). Strand-specific RT-PCR analysis was performed as previously described [27] (link).
For Northern blot analysis, 5 µg of total RNA was separated on a denaturing 6% or 8% polyacrylamide gel containing 8 M urea, and transferred to Hybond-N+ membrane (Amersham) by electroblotting using the Trans-blot cell from Bio-Rad in 1× TBE buffer (89 mM Tris-base, 89 mM boric acid and 2 mM EDTA). Following UV-cross-linking of the samples to the membrane, prehybridization was carried out for 2 h at 42°C in 7 mL of prehybridization buffer ULTRAHyb (Ambion). Hybridization was performed overnight at 42°C in the same buffer in the presence of a [gamma-32P]-labeled DNA oligonucleotide probe. Alternatively, the probe was synthesized using PCR with 5′end-labeled primer complementary to RNA sequence. After hybridization, membranes were washed twice for 5 min in 50 mL 2× SSC (300 mM sodium chloride and 30 mM sodium citrate) 0.1% sodium dodecyl sulphate (SDS) buffer and twice for 15 min in 50 mL 0.1× SSC 0.1% SDS buffer. Radioactive signal was detected with a Typhoon system (Amersham). The size of the transcripts was estimated by comparison with RNA molecular weight standards (Invitrogen).
For Northern blot analysis, 5 µg of total RNA was separated on a denaturing 6% or 8% polyacrylamide gel containing 8 M urea, and transferred to Hybond-N+ membrane (Amersham) by electroblotting using the Trans-blot cell from Bio-Rad in 1× TBE buffer (89 mM Tris-base, 89 mM boric acid and 2 mM EDTA). Following UV-cross-linking of the samples to the membrane, prehybridization was carried out for 2 h at 42°C in 7 mL of prehybridization buffer ULTRAHyb (Ambion). Hybridization was performed overnight at 42°C in the same buffer in the presence of a [gamma-32P]-labeled DNA oligonucleotide probe. Alternatively, the probe was synthesized using PCR with 5′end-labeled primer complementary to RNA sequence. After hybridization, membranes were washed twice for 5 min in 50 mL 2× SSC (300 mM sodium chloride and 30 mM sodium citrate) 0.1% sodium dodecyl sulphate (SDS) buffer and twice for 15 min in 50 mL 0.1× SSC 0.1% SDS buffer. Radioactive signal was detected with a Typhoon system (Amersham). The size of the transcripts was estimated by comparison with RNA molecular weight standards (Invitrogen).
Full text: Click here
Anabolism
boric acid
Buffers
Complementary RNA
Crossbreeding
derivatives
DNA, Complementary
DNA Probes
Edetic Acid
Gamma Rays
Gene Expression
Genes
isolation
Northern Blotting
Oligonucleotide Primers
Oligonucleotide Probes
Oligonucleotides
polyacrylamide gels
Quantitative Real-Time Polymerase Chain Reaction
Radioactivity
Reverse Transcriptase Polymerase Chain Reaction
Reverse Transcription
Sodium Chloride
Sodium Citrate
Strains
Sulfate, Sodium Dodecyl
Tissue, Membrane
Tris-borate-EDTA buffer
Tromethamine
Typhoons
Urea
Quantitative Real-time PCR (qRT-PCR) was performed on an ABI 7500 real-time system. The cDNA of each sample representing one biological replicate was diluted to a working concentration of 17 ng/µl for the qRT-PCR analysis. The melt temperature was 60°C and product contained between 80 and 200 base pairs (Table 1 ). The 25 µl reaction system contained 1 µl of diluted cDNA, 11.25 µl of SYBR® Green Real-time PCR Master Mix (TIANGEN, Corp, Beijing, China), and 0.5 µl of each primer. The cycling parameters were as follows: 95°C for 3 min followed by 40 cycles of 95°C for 30 s, 60°C for 30 s, and 72°C for 35 s. A 3-fold serial dilution of cDNA was used to construct a standard curve to determine the PCR efficiency that would be used to convert the quantification cycles (Ct-values) into the relative quantities (relative gene expressions).
Full text: Click here
Biopharmaceuticals
DNA, Complementary
DNA Replication
Gene Expression
Oligonucleotide Primers
Quantitative Real-Time Polymerase Chain Reaction
Real-Time Polymerase Chain Reaction
SYBR Green I
Technique, Dilution
Most recents protocols related to «Quantitative Real-Time Polymerase Chain Reaction»
The quantitative real‐time RCR analysis was performed as previously described [30 ]. The sequences (Table S1 ) of primers used in quantitative real-time PCR analysis were designed with the Primer3 program. All reactions were run in triplicate. Relative mRNA expressions were calculated using the chicken ACTB (β-actin) gene as an internal reference (2−ΔΔCt method).
Full text: Click here
Actins
Chickens
Genes
Oligonucleotide Primers
Quantitative Real-Time Polymerase Chain Reaction
RNA, Messenger
Seven days after dsRNA exposure, 1,000 schistosomula were separated for RNA extraction and relative expression analysis by quantitative real-time PCR (RT-qPCR). Schistosoma mansoni cytochrome C oxidase I gene (SmcoxI—Smp_900000) was used as the internal control gene. RNA extractions were performed using the TRIzol Reagent method followed by purification with the RNeasy Mini Kit (Qiagen), according to the manufacturer’s guidelines. RNA samples were treated with the TURBO DNA-free kit (Ambion) to remove residual genomic DNA, quantified using the Nanodrop Spectrometer ND-1000, and stored at −70°C.
For adults, for 7 days, two worm pairs per day were removed and macerated with TRIzol Reagent for RNA extraction as described previously. Experiments were performed in four biological replicates.
The cDNAs were synthesized with equal amounts of the extracted RNAs using the SuperScript II Reverse Transcriptase (Invitrogen), with oligo(dT)18 following the manufacturer’s protocol. Primers for qPCR analysis were designed using the Primer 3 program.3 Primer efficiencies were estimated by titration analysis to be 100 ± 5% (data not shown), and the specificity was verified by the melting curve. qPCR reactions were performed on 7500 Real-Time PCR System (Applied Biosystems) with SYBR Green PCR Master Mix (Applied Biosystems) and 200 nM of each primer in a final volume of 25 μl. Internal controls to evaluate genomic DNA contaminations (RNA samples) and reagent purity (no cDNA) were included in all analyses. The 2−ΔΔCt method (Livak and Schmittgen, 2001 (link)) was used for relative quantification and normalized with SmcoxI. Transcript levels were expressed as a percentage of difference relative to the unspecific (GFP) or negative control.
For adults, for 7 days, two worm pairs per day were removed and macerated with TRIzol Reagent for RNA extraction as described previously. Experiments were performed in four biological replicates.
The cDNAs were synthesized with equal amounts of the extracted RNAs using the SuperScript II Reverse Transcriptase (Invitrogen), with oligo(dT)18 following the manufacturer’s protocol. Primers for qPCR analysis were designed using the Primer 3 program.
Full text: Click here
Adult
Biopharmaceuticals
DNA, Complementary
DNA Contamination
Gene Expression Regulation
Genes
Genome
Helminths
Oligonucleotide Primers
Oligonucleotides
Oxidase, Cytochrome-c
Quantitative Real-Time Polymerase Chain Reaction
RNA, Double-Stranded
RNA-Directed DNA Polymerase
Schistosoma mansoni
SYBR Green I
Titrimetry
trizol
The total RNA was extracted from the leaf samples using TriZol reagent (Cat# 15596018, Invitrogen, Carlsbad, CA, USA) as per the manufacturer's protocol. RNA quantification was done using a NanoDrop spectrophotometer (ND‐1000; Thermo Fisher, Waltham, MA, USA). RNA (5 μg) was treated with DNase. First‐strand cDNA synthesis was done using DNase‐treated RNA in a reaction volume of 50 μl by a Verso cDNA synthesis kit (Cat# AB1453A, Thermo Scientific) following the manufacturer's protocol. The gene‐specific primers were designed using Primer 3 software (http://bioinfo.ut.ee/primer3-0.4.0/ ) (Untergasser et al., 2012 (link)). For real‐time quantitative PCR (RT‐qPCR), a 10 μl final volume was prepared by adding 1 μl of five‐fold diluted cDNA, gene‐specific primers at 750 nM each, and HotStart‐IT SYBR Green qPCR Master Mix (Cat# 600882, Agilent Technologies, Santa Clara, CA, USA) as per the manufacturer's protocol. RT‐qPCR was performed according to the manufacturer's instructions on an ABI 7900HT PCR system (Applied Biosystems, Foster City, CA, USA). The cycle threshold (Ct) values for AtACTIN8 (AT1G49240) expression were used to normalize the expression values of target genes in each sample. The relative expression values for each sample were determined over their respective control using the comparative 2−ΔΔCt method (Livak & Schmittgen, 2001 (link)). Three independent biological replicates were used for all RT‐qPCR analyses.
Full text: Click here
Anabolism
Biopharmaceuticals
Deoxyribonuclease I
DNA, Complementary
Gene Expression
Genes
Oligonucleotide Primers
Plant Leaves
Quantitative Real-Time Polymerase Chain Reaction
Real-Time Polymerase Chain Reaction
SYBR Green I
trizol
Three days after MCAO, mice were anesthetized and transcardially perfused with cold PBS. For histologic analysis, each whole brain was delicately harvested from the skull and incubated in 4% paraformaldehyde overnight at 4 °C. Following sequential dehydration in 15% and 30% sucrose, brains were embedded in Tissue-Tek® O.C.T. compound (Sakura® Finetek Inc., USA), frozen in liquid nitrogen, and stored at − 80 °C for immunofluorescence staining. After the cerebellum and olfactory bulbs were removed, the ischemic/ipsilateral hemispheres were collected, frozen and stored in liquid nitrogen until protein was extracted for western blot analysis. For quantitative real-time PCR analysis (qRT-PCR), ischemic/ipsilateral hemispheres snap-frozen in liquid nitrogen were sufficiently lysed with TRIzol Reagent (Invitrogen, USA) and stored at − 80 °C thereafter.
Full text: Click here
Brain
Cerebellum
Cold Temperature
Cranium
Dehydration
Freezing
Immunofluorescence
Mice, Laboratory
Nitrogen
Olfactory Bulb
paraform
Proteins
Quantitative Real-Time Polymerase Chain Reaction
Sucrose
Tissues
trizol
Western Blot
cDNA was generated from mRNA using the High-Capacity RNA-to-cDNA™ Kit (#4388950, Thermo Fisher Scientific, Waltham, Massachusetts, U.S.) following the manufacturer’s protocol. In each reaction, 0.3 µg of RNA was used unless the RNA concentration was too low. In this case, 0.2 µg (1 sample) or 0.1 µg (4 samples), was used depending on the concentration. Our analyses showed that the cDNA and following quantitative real-time PCR (qRT-PCR) reactions were quantitative within a range of 0.1 to 1 μg (linear regression analyses yielded R2 values > 0.99 two independent experiments using 1, 0.6, 0.3, 0.2, 0.1 and 0.075 μg of RNA input, data not shown). After completion of the reaction, the cDNA was either stored at 4 °C for less than a week or was immediately used for qRT-PCR analysis. After a sample had an acceptable qRT-PCR result or the cDNA had been stored at 4 °C for a week, the sample was not analyzed again. If the sample's Ct value was above the last standard point’s Ct value and the RNA concentration was high enough, 0.6 µg (6 samples) or 1 µg (5 samples) of RNA was used for the qRT-PCR assay and FMR1 mRNA values were adjusted to reflect the content in 0.3 μg (Fig. 2 ).
Full text: Click here
Biological Assay
DNA, Complementary
Quantitative Real-Time Polymerase Chain Reaction
Real-Time Polymerase Chain Reaction
RNA, Messenger
Top products related to «Quantitative Real-Time Polymerase Chain Reaction»
Sourced in United States, China, Japan, Germany, United Kingdom, Canada, France, Italy, Australia, Spain, Switzerland, Netherlands, Belgium, Lithuania, Denmark, Singapore, New Zealand, India, Brazil, Argentina, Sweden, Norway, Austria, Poland, Finland, Israel, Hong Kong, Cameroon, Sao Tome and Principe, Macao, Taiwan, Province of China, Thailand
TRIzol reagent is a monophasic solution of phenol, guanidine isothiocyanate, and other proprietary components designed for the isolation of total RNA, DNA, and proteins from a variety of biological samples. The reagent maintains the integrity of the RNA while disrupting cells and dissolving cell components.
Sourced in Germany, United States, United Kingdom, Netherlands, Spain, Japan, Canada, France, China, Australia, Italy, Switzerland, Sweden, Belgium, Denmark, India, Jamaica, Singapore, Poland, Lithuania, Brazil, New Zealand, Austria, Hong Kong, Portugal, Romania, Cameroon, Norway
The RNeasy Mini Kit is a laboratory equipment designed for the purification of total RNA from a variety of sample types, including animal cells, tissues, and other biological materials. The kit utilizes a silica-based membrane technology to selectively bind and isolate RNA molecules, allowing for efficient extraction and recovery of high-quality RNA.
Sourced in United States, Germany, China, Japan, United Kingdom, Canada, France, Italy, Spain, Australia, Switzerland, Belgium, Denmark, Netherlands, India, Ireland, Lithuania, Singapore, Sweden, Norway, Austria, Brazil, Argentina, Hungary, Sao Tome and Principe, New Zealand, Hong Kong, Cameroon, Philippines
TRIzol is a monophasic solution of phenol and guanidine isothiocyanate that is used for the isolation of total RNA from various biological samples. It is a reagent designed to facilitate the disruption of cells and the subsequent isolation of RNA.
Sourced in Japan, China, United States, France, Germany, Switzerland, Canada, Sweden, Puerto Rico, Singapore
The PrimeScript RT reagent kit is a reverse transcription kit designed for the synthesis of first-strand cDNA from RNA templates. The kit includes RNase-free reagents and enzymes necessary for the reverse transcription process.
Sourced in United States, Germany, United Kingdom, Japan, Lithuania, France, Italy, China, Spain, Canada, Switzerland, Poland, Australia, Belgium, Denmark, Sweden, Hungary, Austria, Ireland, Netherlands, Brazil, Macao, Israel, Singapore, Egypt, Morocco, Palestine, State of, Slovakia
The High-Capacity cDNA Reverse Transcription Kit is a laboratory tool used to convert RNA into complementary DNA (cDNA) molecules. It provides a reliable and efficient method for performing reverse transcription, a fundamental step in various molecular biology applications.
Sourced in United States, Japan, China, Germany, United Kingdom, Switzerland, Canada, Singapore, Italy, France, Belgium, Denmark, Netherlands, Spain, Lithuania, Estonia, Sweden, Brazil, Australia, South Africa, Portugal, Morocco
The StepOnePlus Real-Time PCR System is a compact, flexible, and easy-to-use instrument designed for real-time PCR analysis. It can be used to detect and quantify nucleic acid sequences.
Sourced in Japan, China, United States, Switzerland, Germany, Australia, Canada, United Kingdom, France, Singapore, Puerto Rico, Sweden
SYBR Premix Ex Taq is a ready-to-use solution for real-time PCR amplification and detection. It contains all the necessary components, including DNA polymerase, dNTPs, and SYBR Green I dye, for efficient and accurate gene quantification.
Sourced in Switzerland, Germany, United States, China, Japan, United Kingdom, France, Belgium, Canada, Australia, Sweden, Austria, Denmark, Italy, Norway, Estonia, Spain, Morocco, New Zealand, Netherlands, Czechia
The LightCycler 480 is a real-time PCR instrument designed for quantitative nucleic acid analysis. It features a 96-well format and uses high-performance optics and detection technology to provide accurate and reliable results. The core function of the LightCycler 480 is to facilitate real-time PCR experiments through thermal cycling, fluorescence detection, and data analysis.
Sourced in United States, Germany, Italy, Canada, United Kingdom, France, Netherlands, Switzerland, Sweden, Belgium, Australia, Japan, China, India, Spain, Denmark, Austria, Norway
The IScript cDNA Synthesis Kit is a reagent kit used for the reverse transcription of RNA into complementary DNA (cDNA). The kit contains all the necessary components to perform this reaction, including a reverse transcriptase enzyme, reaction buffer, and oligo(dT) primers.
Sourced in United States, Germany, United Kingdom, Japan, Switzerland, Canada, Italy, Australia, Spain, France, Sweden, Estonia, Lithuania, Denmark, Belgium, Finland, Israel, Netherlands, Hungary
TaqMan Gene Expression Assays are a set of pre-designed and pre-optimized qPCR assays for accurately quantifying gene expression levels. They provide a sensitive and reliable method for measuring targeted mRNA transcripts in a variety of sample types.
More about "Quantitative Real-Time Polymerase Chain Reaction"
Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR) is a powerful molecular biology technique that amplifies and quantifies specific DNA or RNA sequences in real-time.
This method combines the principles of traditional PCR with fluorescent dyes or probes, enabling precise measurement of the target sequence during the amplification process.
Also known as real-time RT-PCR or quantitative reverse transcription PCR, this technique is widely used in various applications, including disease diagnosis, genetic analysis, and basic research. qRT-PCR allows researchers to detect and quantify gene expression, viral loads, and other molecular targets with high sensitivity and accuracy.
By leveraging the speed and sensitivity of this method, scientists can obtain reliable, reproducible results and gain valuable insights into biological systems and processes.
Common qRT-PCR reagents and equipment used in this field include TRIzol reagent and RNeasy Mini Kit for RNA extraction, PrimeScript RT reagent kit and High-Capacity cDNA Reverse Transcription Kit for cDNA synthesis, StepOnePlus Real-Time PCR System and LightCycler 480 for amplification and detection, and SYBR Premix Ex Taq and IScript cDNA synthesis kit for qPCR reactions.
Optimizing your qRT-PCR experiments can be simplified with the help of PubCompare.ai, an AI-driven platform that assists researchers in finding the best research protocols by comparing published methods from literature, pre-prints, and patents.
This tool can help identify the most reproducible and accurate procedures, taking the guesswork out of your qRT-PCR experiments.
This method combines the principles of traditional PCR with fluorescent dyes or probes, enabling precise measurement of the target sequence during the amplification process.
Also known as real-time RT-PCR or quantitative reverse transcription PCR, this technique is widely used in various applications, including disease diagnosis, genetic analysis, and basic research. qRT-PCR allows researchers to detect and quantify gene expression, viral loads, and other molecular targets with high sensitivity and accuracy.
By leveraging the speed and sensitivity of this method, scientists can obtain reliable, reproducible results and gain valuable insights into biological systems and processes.
Common qRT-PCR reagents and equipment used in this field include TRIzol reagent and RNeasy Mini Kit for RNA extraction, PrimeScript RT reagent kit and High-Capacity cDNA Reverse Transcription Kit for cDNA synthesis, StepOnePlus Real-Time PCR System and LightCycler 480 for amplification and detection, and SYBR Premix Ex Taq and IScript cDNA synthesis kit for qPCR reactions.
Optimizing your qRT-PCR experiments can be simplified with the help of PubCompare.ai, an AI-driven platform that assists researchers in finding the best research protocols by comparing published methods from literature, pre-prints, and patents.
This tool can help identify the most reproducible and accurate procedures, taking the guesswork out of your qRT-PCR experiments.