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19 protocols using trueseq mrna sample preparation kit

1

Total RNA Extraction and Sequencing

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Total RNA was purified using the Direct-zol RNA MicroPrep kit (Zymo Research). Briefly, after adding 500μl of 100% ethanol to samples, the lysate was loaded to RNA binding column. DNase I treatment was done on the column for 15 min at room temperature. After several washing steps, the RNA was eluted by DNase/RNase-free water. Quality of RNA samples was determined using an Agilent 2100 Bioanalyzer, and all samples for sequencing had RNA integrity (RIN) numbers >9. cDNA library construction using the Illumina TrueSeq mRNA sample preparation kit was performed by the Weill Cornell Medical College Genomic Core facility (New York, NY), and cDNA libraries were sequenced on an Illumina HiSeq 2000 instrument. For real-time qRT-PCR, equivalent amounts of RNA were reverse-transcribed by Maxima reverse transcriptase (Thermo Fisher Scientific). cDNAs were normalized to equal amounts using primers against Gapdh or Ppib2. cDNAs were mixed with indicated gene-specific primers listed in Table S8 and SYBR green PCR Master Mix (Sigma), and qRT-PCR was performed on an Applied Biosystems 7900HT Fast Real-Time PCR system.
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2

Transcriptomic Analysis of Intestinal Lymphatic Endothelial Cells

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RNA from sorted intestinal lymphatic endothelial cells was isolated using the Direct-zol RNA MiniPrep kit (Zymo Research) following manufacturer’s instructions including DNase I treatment. RNA quality was assessed with an Agilent 2100 Bioanalyzer. The cDNA library was generated using the Illumina TrueSeq mRNA sample preparation kit at Weill Cornell Medical College Genomic Core facility (New York, NY). Paired-end sequencing was done on an Illumina NovaSeq instrument. Sequencing reads were aligned to the GRCm38 (mm 10) mouse reference genome using the RSubread package. Raw bulk RNA-seq data of dermal lymphatic and blood endothelial cells were re-analyzed from a published dataset (GSE130976), processed and normalized together with the newly generated intestinal bulk RNA-seq data. Gene expression values were quantified as transcripts per million (TPM) using salmon (Patro et al., 2017). TPM values of skin lymphatic capillaries and collecting vessels were averaged per gene. Differential gene expression analysis was performed using the DESeq2 package in R. A list of selected genes was plotted on a heatmap showing z-scored values.
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3

RNA Sequencing Sample Preparation

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Total RNA was purified using the Direct-zol RNA MicroPrep kit (Zymo Research). After adding 750μl of 100% ethanol to samples, the lysate was loaded to RNA binding columns. To remove genomic DNA, DNase I was treated on the column for 15min at room temperature. After several washing steps, the RNA was eluted in DNase/RNase-free water. Quality of RNA samples was determined using an Agilent 2100 Bioanalyzer, and all samples for sequencing had RNA integrity (RIN) numbers >9. cDNA library construction using the Illumina TrueSeq mRNA sample preparation kit was performed by the Weill Cornell Medical College Genomic Core facility (New York, NY), and cDNA libraries were sequenced on an Illumina HiSeq 4000 instrument using a 50bp single-end-reads setting.
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4

RNA-Seq Analysis of Human Transcriptome

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Total messenger RNA (mRNA) was prepared using Trizol reagent (Thermo–Fisher Scientific) from two experiments, one of which has been previously reported (Phillips et al., 2016 (link)), each with two independent samples. Sequencing libraries were prepared using an Illumina TrueSeq mRNA sample preparation kit. Messenger RNA was purified and converted to double-stranded complementary DNA (cDNA). Adapters and specific indexes were added to each sample. RNA sequencing was performed on a HiSEqn 2500 sequencer analyzer (Illumina, San Diego, CA). Sequencing reads were analyzed using CLCBio Genomic Workbench software (CLC Bio, Aarhus, Denmark) (Wickramasinghe et al., 2014 ). Quality control (QC) analysis was performed using the application NGS quality control tool of CLC Genomics Workbench software (CLC Bio) (Cánovas et al., 2013 (link)). Sequenced single reads (100 bp) were assembled against the annotated human reference genome (release 80) (ftp://ftp.ensembl.org/pub/release-80/genbank/homo_sapiens/). Data were normalized by calculating the ‘reads per kilobase per million mapped reads’ (RPKM) for each gene.
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5

Transcriptomic Analysis of Adipogenic Differentiation

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Total RNAs of hMSC with adipogenic induction for 5 days were extracted using a RNeasy mini kit (Qiagen). Libraries were prepared using the Illumina TrueSeq mRNA sample preparation kit according to the manufacturer's instruction, and single‐end sequenced on an Illumina HiSeq 3000 machine as previously described.26 Reads were mapped to human genome (UCSC hg19) using STAR_2.6.0a. Differentially expressed genes and transcripts were analysed using DESeq2. Genes showing ≥1.5‐fold change (P‐adj ≤ .05) were considered to be significantly differentially expressed.
For gene set enrichment analysis (GSEA), we imported our gene list of interest into the GSEA software (http://www.broad.mit.edu/GSEA, v.4.0.2) and examined with the gene sets for adipogenesis pathway obtained from GSEA online database. P values were computed using a bootstrap distribution created by resampling gene sets of the same cardinality.
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6

Transcriptome Analysis of Epidermal Progenitors

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We isolated inter-follicular epidermis from dermis and hair follicle using dispase digestion. Single cells were obtained following 15 minute trypsin digestion, and stained for basal integrin expression64 (link). We FACS isolated α6-Integrinhigh epidermal progenitors TrizolLS (Invitrogen), extracted their RNA using phenol/chloroform protocol, and purified it using QIAamp RNA mini kit (Qiagen), per manufacturer instructions. RNA quality was assessed using Agilent 2100 Bioanalyzer, with all samples passing the quality threshold of RNA integrity numbers (RIN)>8. Library was prepared using Illumina TrueSeq mRNA sample preparation kit at the Fred Hutchinson Cancer Research Center Genomic Core facility, and cDNA was sequenced on Illumina HiSeq 2000. Reads were mapped to mm9 build of the mouse genome using TopHat, and transcript assembly and differential expression were determined using Cufflinks68 . Gene Set Enrichment Analysis69 (link) was performed using GSEA2. Reference gene expression signatures were obtained from previously published expression profiles: HFSC34 (link), mouse basal/suprabasal cells35 (link), human basal/suprabasal cells36 (link), JNK activation signature70 (link).
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7

Bombyx mori Transcriptome Analysis

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Total RNA was isolated from the PGs and brains (partially with corpora cardiaca and corpora allata) of the Bombyx larvae p50T strain at the wandering stage using TRIzol (Invitrogen) according to the manufacturer's instructions. Construction of RNA-Seq library was performed as previously described [18] (link), using TrueSeq mRNA Sample Preparation Kit (Illumina). For sequencing, Illumina adaptors were ligated to the cDNA ends, following manufacturers' instructions. Sequence was read on the Genome Analyzer IIx platform by thirty-six base-pair single-end-read. RNA-Seq tags that were mapped to the reference genome sequences and the tags which were mapped without any mismatches were used. Then, RNA-Seq tags were aligned to model transcripts according to the B. mori genome annotations to estimate expression levels. The number of RNA-Seq tags aligned to the gene was counted, and the reads per kilobase exon model per million mapped reads (rpkm) was calculated. The expression ratio of the genes was determined by comparing the rpkm in the PGs to the rpkm in the brain. The sequencing data was deposited in DDBJ Sequence Read Archive (Accession number: DRA002282).
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8

RNA-seq Data Analysis Pipeline

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For RNA-seq, RNA quality was determined using Agilent 2100 Bioanalyzer. Samples used for sequencing had RNA integrity numbers (RIN) > 8. Library preparation using Illumina TrueSeq mRNA sample preparation kit was performed at the Weill Cornell Medical College Genomic Core facility, and RNAs were sequenced on Illumina HiSeq 2000 machines. RNA reads were aligned to the mm9 build of the mouse genome using Tophat. Transcript assembly and differential expression was done using Cufflinks with Refseq mRNAs to guide assembly (52 (link)). Analysis of RNA-seq data was performed using the cummeRbund package in R (53 (link)). DAVID bioinformatic database was used to find enriched functional GO-term annotations in RNA-seq data (https://david.ncifcrf.gov/content.jsp?file=citation.htm). Box-and-whisker plots were generated using Prism5 software (GraphPad) to determine the significance between two groups. Error bars plotted on graphs denote SD. Unpaired student’s t test was used to determine the significance between two groups: *P<0.05; **P<0.01; ***P < 0.001; ****P<0.0001; ns, not significant.
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9

RNA-seq Analysis of Mouse Keratinocytes

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FACS isolated keratinocytes were sorted directly into TRI Reagent (Sigma). Three animals were pooled per condition and all experiments were performed in duplicate. RNA was purified using Direct-zol RNA MiniPrep kit (Zymo Research) per manufacturer’s instructions. Quality of the RNA for sequencing was determined using Agilent 2100 Bioanalyzer, all samples used had RNA integrity numbers (RIN) > 8. Library preparation using Illumina TrueSeq mRNA sample preparation kit was performed at the Weill Cornell Medical College Genomic Core facility, and RNAs were sequenced on Illumina HiSeq 2000 machines. Alignment of reads was done using Tophat with the mm9 build of the mouse genome. Transcript assembly and differential expression was determined using Cufflinks with Refseq mRNAs to guide assembly (Trapnell et al., 2010 (link)). Analysis of RNA-seq data was done using the cummeRbund package in R (Trapnell et al., 2012 (link)). Differentially regulated transcripts were used in Gene Set Enrichment Analysis (GSEA) to find enriched functional GO annotations (Subramanian et al., 2005 (link)). MEME software suite (including TomTom) was used to identify enriched motifs in Skint promoters, the JASPAR vertebrate database was as a source for consensus transcription binding site sequences (Bailey et al., 2009 (link)).
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10

Aortic Transcriptome Analysis of Ldlr-/- Apobec1-/- Mice

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Aortae from the Ldlr-/-Apobec1-/- mice treated with nothing (CTL, N = 5), CLO (N = 5), or TIC (N = 5) were excised from the body and cleaned to remove adjacent connective and adipose tissue. We then isolated RNA individually from each aorta as described previously using RNA purification columns (Qiagen, Germantown, MD) [35 (link)]. We examined the quality of the RNA using the Agilent 2100 Bioanalyzer (Santa Clara, CA) and found that all samples had RNA integrity numbers higher than 8. We prepared the library using the Illumina (San Diego, CA) TrueSeq mRNA sample preparation kit per the manufacturer’s instructions. RNA sequencing was performed using the Illumina HISeq 1500 machine at the University of Texas Medical Branch NGS Core facility. The sequencing run yielded about 15 million reads on average. We aligned all reads using Tophat with the mm10 build of the mouse genome reference and annotation from the University of Southern California downloaded from Illumina’s iGenome website. We then examined transcript assembly and differential expression using Cufflinks with Refseq mRNAs [36 (link)]. Finally, we analyzed the RNA-seq data using the cummerbund package in R [37 (link)].
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