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32 protocols using rt2 profiler pcr array data analysis

1

Homeobox Genes Expression Analysis

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Total RNA was extracted with the RNeasy Mini Kit (Qiagen) and cDNA transcribed with the RT2 First Strand Kit (Qiagen). Expression of homeobox genes was analysed by real-time PCR (qRT-PCR) using the Homeobox (HOX) Genes RT2 Profiler PCR Array (Qiagen) on a Roche LightCycler® 480 System. Real-time PCR data analysis was performed by using the RT2 Profiler™ PCR Array Data Analysis (Qiagen) and based on the ΔΔCT method with normalization of the raw data to the housekeeping gene RPLP0 after analysis with the BestKeeper software [24 (link)].
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2

Profiling Lipid Metabolism Genes

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The lipid metabolism-related transcriptome was evaluated by real-time PCR using the ready-to-use rat Fatty Acid Metabolism RT2 Profiler PCR Array (PARN-007Z, QIAGEN) which profiles the expression of 84 key gene transcripts involved in lipid metabolism. Each cDNA sample was diluted with nuclease-free water and mixed with the RT2 SYBR green Mastermix (QIAGEN). Twenty-five μL of the experimental mixture was added to each well of the rat Fatty Acid Metabolism array (one array for each cDNA). Real-time PCR was performed on the CFX96 thermocycler (Bio-Rad, Milan, Italy) using the following cycling conditions: (1) 95°C/10 min and (2) 40 cycles: 95°C/15 sec followed by 60°C/1 min. Dissociation curves were then performed to verify PCR specificity using the default melting curve program of the instrument. Data were analyzed using the QIAGEN RT2 Profiler PCR Array Data Analysis Web Portal. RAGE gene expression was carried out according to the manufacturer's instructions using specific rat primers (PPR44508A, QIAGEN) and the same mastermix, thermocycler, and conditions previously indicated. Each sample was run in triplicate, and the fold difference between groups was evaluated by the ΔΔCt method.
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3

Quantitative Expression Analysis of Islet Genes

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RNA from purified human/murine islets/beta-cell line was extracted using TRIzol Reagent (Invitrogen, Carlsbad, CA), reverse-transcribed using Super Script II Reverse Transcriptase (Invitrogen) and qRT-PCR analysis was performed using TaqMan assays (Life Technologies) according to the manufacturer’s instructions. Normalized expression values were determined using the ΔCt method. Quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) data were normalized for the expression of ACTB, and ∆∆Ct (fold change) or ∆Ct values were calculated. Statistical analysis compared gene expression across all cell populations for each patient via one-way ANOVA followed by a Bonferroni post-test for multiple comparisons between the population of interest and all other populations. Statistical analysis was performed also using the software RT2 profiler PCR Array Data Analysis (Qiagen). For comparison between two groups, a Student’s t test was employed. Analysis was performed in triplicates before/after 72 h of culture. Reported on Supplementary Table 8 are the characteristics of primers used for human and murine genes.
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Gene Expression Profiling of Cancer Drug Resistance

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Gene expression profiling related to human cancer drug resistance was performed using a 384-well RT2 Profiler PCR Array (PAHS-004Z, QIAGEN AB, Sollentuna, Sweden). Following total RNA extraction, cDNA was synthesised from Be2c-parental, VCR-10 and epi-enprioline (1 µM, 24 h)-treated VCR-10 cells based on the manufacturer’s instructions. Eighty-four different genes involved in cancer cell drug resistance were analysed based on SYBR Green real-time PCR using the QuantStudio™ 7 Flex (Applied Biosystems, CA, USA). Normalisation was performed using the five different housekeeping genes included in the array and the fold change was calculated using the RT2 Profiler PCR Array Data Analysis from Qiagen (http://www.qiagen.com/geneglobe).
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5

Quantitative Gene Expression Analysis

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RNA was extracted with the RNAeasy kit (Qiagen). RNA purity was assessed by UV spectrophotometry using a Nanodrop p1000 (Thermo Scientific). cDNA was generated from 1 μg RNA with the Qiagen RT2 First Strand Kit. Genomic DNA was removed with the Qiagen Genomic DNA Elimination Mix. Reverse-transcription mix was added to purified RNA, mixed with the RT2 SYBR Green Mastermix and added to the 96-well PI3K (Cat No. PIMM058A) PCR array plates per Qiagen protocol. RT-PCR was performed over 40 cycles on a Stratgene MX3000P qPCR system. CT values were exported into a Microsoft Excel spreadsheet and uploaded into the Qiagen RT2 Profiler PCR Array Data Analysis Webportal software (v3.5) for analysis (http://pcrdataanalysis.sabiosciences.com/pcr/arrayanalysis.php). Data QC was verified and housekeeping genes were selected for data normalization. Fold change was calculated and used to generate the heat map.
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6

Quantitative Analysis of Toll-Like Receptor Signaling

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Genomic DNA was eliminated from RNA samples and cDNA synthesis was performed using RT2 First Strand Kit (Qiagen) according to the instructions supplied with the kit. cDNA was mixed with RT2 SYBR Green Master Mix (Qiagen) and processed for RT2 Profiler PCR Array (Human Toll-Like Receptor Signaling Pathway, PAHS-018Z, Qiagen). cDNA synthesis and the RT2 Profiler PCR Array were performed using Bio-Rad iCycler system (Bio-Rad, California, United States). Data was analyzed by the web-based software RT2 Profiler PCR Array Data Analysis using the ΔCt method (2−ΔΔCt) (Qiagen). All data were normalized to an average of housekeeping genes B2M and GAPDH. Data that did not meet the assumption for homogeneous variance of each of the three independent experiments were not analyzed further. A comparative heatmap was generated by the software showing the expression of individual gene normalized to the average expression of all the genes in the array. Genes were clustered based on the relationship of each gene to the average pooled expression of the array. The red color in Figure 3A represents up-regulated genes and green represents down-regulated genes, respectively.
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7

MicroRNA Expression Analysis Protocol

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MiR analysis was performed using RT2 Profiler PCR Array Data Analysis (version 3.5, Qiagen). All experimental results were calculated as the mean ± SE of 2-5 independent experiments (n = 3-5) indicated in respective figure legends. Student's t-test was used for comparison between two groups. ANOVA with post-hoc multiple comparison test was used for multiple groups. Kruskall-Wallis test was used for comparing bacterial shedding profiles. Differences were considered statistically significant if P values were < 0.05. All statistical analyses were conducted using the GraphPad Prism 5 software package (La Jolla, CA).
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8

Polarized BMDM Response to PLA Treatment

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Polarized and unpolarized BMDMs were derived and treated with PLA or controls for 24 h, and then the cells were collected with RLT plus buffer containing β-mercaptoethanol for RT-qPCR (n = 4). The RNA was extracted using the RNeasy® plus mini kit (QIAGEN, Hilden, Germany), and the cDNA was produced using the High-Capacity RNA-to-cDNA kit (Applied Biosystems, Beverly Hills, CA, USA). Real-time quantitative PCR was performed using PowerUp Sybr Green Master mix, primer mixes (8 µM), and StepOnePlusTM (Applied Biosystems) following 40 amplification cycles. We assessed the M1 and M2 macrophage markers: Arg-1 [31 (link)], iNOS [32 (link)], IL-6 [33 (link)], CXCL10 [34 (link)], IL-10 [35 (link)], and TGF-β [35 (link)]. The relative mRNA expression was normalized to Ubc [36 (link)] and calculated using the 2∆∆Ct method and RT2 profiler PCR Array Data Analysis (QIAGEN). The primer sequences are in Supplemental Table S1.
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9

Quantitative Gene Expression Analysis

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All data are expressed as mean ± SD. PCR array data were analyzed using RT2 Profiler PCR array data analysis software version 3.5 (Qiagen, Germany). Statistical differences in data were evaluated by Student’s t-test. A p-value of less than 0.05 was considered significant.
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10

Transcription Factor Expression in HCC

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Total RNA extracted from naive and soraR HCC cells using TRIzol reagent were reverse transcribed to cDNA and subjected to Real-Time PCR analysis with human transcription factors PCR Array (PAHS-075Z, Qiagen) on StepOne Plus machine as described earlier [42 (link)]. Fold changes in mRNA expression in soraR compared to naive cells were analyzed using Qiagen RT2 Profiler PCR Array Data Analysis Webportal (https://geneglobe.qiagen.com/us/analyze).
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