Decoction mediates spinal cord repair in vitro and in vivo through the PI3K-AKT signaling pathway
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ABSTRACT: Purpose: Next-generation sequencing (NGS) has revolutionized systems-based analysis of cellular pathways. The goals of this study are to find the potential molecular mechanism of traditional Chinese medicine in the treatment of spinal cord injury Methods: Total RNA was isolated and purified using TRIzol reagent following the manufacturer's procedure. The RNA amount and purity of each sample was quantified using NanoDrop ND-1000 . The RNA integrity was assessed by Bioanalyzer 2100 with RIN number >7.0, and confirmed by electrophoresis with denaturing agarose gel. Poly (A) RNA is purified from 1μg total RNA using Dynabeads Oligo (dT)25-61005 using two rounds of purification. Then the poly(A) RNA was fragmented into small pieces using Magnesium RNA Fragmentation Module under 94℃ 5-7min. Then the cleaved RNA fragments were reverse-transcribed to create the cDNA by SuperScript™ II Reverse Transcriptase , which were next used to synthesise U-labeled second-stranded DNAs with E. coli DNA polymerase I, RNase H and dUTP Solution . An A-base is then added to the blunt ends of each strand, preparing them for ligation to the indexed adapters. Each adapter contains a T-base overhang for ligating the adapter to the A-tailed fragmented DNA. Single- or dual-index adapters are ligated to the fragments, and size selection was performed with AMPureXP beads. After the heat-labile UDG enzyme (NEB, cat.m0280, USA) treatment of the U-labeled second-stranded DNAs, the ligated products are amplified with PCR by the following conditions: initial denaturation at 95℃ for 3 min; 8 cycles of denaturation at 98℃ for 15 sec, annealing at 60℃ for 15 sec, and extension at 72℃ for 30 sec; and then final extension at 72℃ for 5 min. The average insert size for the final cDNA library was 300±50 bp. At last, we performed the 2×150bp paired-end sequencing (PE150) on an Illumina Novaseq™ 6000 following the vendor's recommended protocol. Results:In this study, we obtained: chromosome: 23, Genes (G): 32623, Transcripts (T): 40808, GO Annoated: 20795, KEGG Annoated: 8299; in further pathway analysis, it was shown that PI3K-AKT signaling pathway may be the underlying molecular mechanism. Conclusions: Our study represents the first detailed analysis of the spinal cord transcriptome generated by RNA-seq technology with biological replicates. Our results suggest that Modified Erxian decoction may mediate spinal cord repair through the PI3K-AKT pathway.
Project description:The goals of this study are to analyze the DEGs of the spinal cord cells in scramble microPEP(Scr) or microPEP155(P155) treated EAE mouse model. Methods: mononuclear cells of the spinal cord were isolated using Percol™ gradient centrifugation, washed twice with PBS, and total RNA was extracted with RNAiso Plus (Takara Bio) and purified with magnetic oligo (dT) beads after denaturation. Purified mRNA samples were reverse transcribed into fragmented DNA samples and adenylated at the 3’ ends. Adaptors were ligated to construct a library. DNA was quantified by Qubit (Invitrogen). After cBot cluster generation, DNA samples were then sequenced by an Illumina HiSeq X Ten SBS instrument from Genergy Bio (Shanghai). Raw data were converted into Fastq format and transcript per million fragments mapped (FPKM) was calculated and log2 transformed with Cuffnorm. Differential gene transcripts were analyzed with DESeq and enriched for the GO/Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway. Results:Gene Ontology (GO) pathways analysis of RNA-seq data revealed that genes downregulated by P155 treatment were mainly involved in the immune respones signaling pathway.
Project description:High-througput sequence was demonstrated with NovaSeq 6000 (Illumina). First, extracted RNAs were purified by poly(A) capture. Resultant mRNAs were then fragmented and reverse-transcribed into single-stranded complementary DNAs (cDNAs). Subsequently, cDNAs were double-stranded by a DNA polymerase. During the polymerase reactions, deoxy UTP (dUTP) were mixed in nucleotide materials. Both ends of double-stranded DNA (ds DNA) were ligated to a 13 bp adapter sequence. Next, the ds DNAs were subjected to PCR amplification for the multi-sized DNA library preparation. NovaSeq Control software v1.4.0 analyzed the sequencing runs and tag sequences classified each read in the raw sequencing data. A total of 21 RNA-seq data were used for human data, three samples each of LA, left atrial appendage (LAA), LV, pulmonary vein (PV), RA, RV, and SA. fastp software (version 0.12.4) was used for Read quality control and adapter removal. Reads were aligned using STAR software (version 2.7.0a).
Project description:The HELP tagging assay was performed on purified genomic DNAs. The protocol was modified for NEBNext Multiplex Oligos for Illumina (NEB) from the original protocol4 (http://wasp.einstein.yu.edu/index.php/Protocol:HELP_tagging). Briefly, genomic DNA was digested by HpaII or MspI, the former only cutting at CCGG sequences where the central CG dinucleotide is unmethylated. AS and AE adapters were prepared by annealing two oligo DNAs separately. The first Illumina AE adapter was ligated to the compatible cohesive end created, juxtaposing an EcoP15I site beside the HpaII/MspI digestion site and allowing EcoP15I to digest within the flanking genomic DNA sequence. An A-overhang was created, allowing the ligation of the second Illumina AS adapter. This created both AE-insert-AS products and AS-insert-AS molecules. By performing a T7 polymerase-mediated in vitro transcription from a promoter sequence located on the AE adapter, we selectively enriched for the AE-insert-AS product. PCR amplification by NEBNext Multiplex Oligos was performed to generate a single-sized amplicons for Illumina sequencing.
Project description:The HELP tagging assay was performed on purified genomic DNAs. The protocol was modified for NEBNext Multiplex Oligos for Illumina (NEB) from the original protocol4 (http://wasp.einstein.yu.edu/index.php/Protocol:HELP_tagging). Briefly, genomic DNA was digested by HpaII or MspI, the former only cutting at CCGG sequences where the central CG dinucleotide is unmethylated. AS and AE adapters were prepared by annealing two oligo DNAs separately. The first Illumina AE adapter was ligated to the compatible cohesive end created, juxtaposing an EcoP15I site beside the HpaII/MspI digestion site and allowing EcoP15I to digest within the flanking genomic DNA sequence. An A-overhang was created, allowing the ligation of the second Illumina AS adapter. This created both AE-insert-AS products and AS-insert-AS molecules. By performing a T7 polymerase-mediated in vitro transcription from a promoter sequence located on the AE adapter, we selectively enriched for the AE-insert-AS product. PCR amplification by NEBNext Multiplex Oligos was performed to generate a single-sized amplicons for Illumina sequencing. DNA methylation in Zscan4 positive and negative cells
Project description:Transcriptional profiling of SK-BR-3 lapatinib resistance cells comparing control SK-BR-3 parental cells. Randomly fragmented the purified RNA for sequencing with a short read and reverse-transcrived. Attached different adapters to both end of cDNA and ligated them and amplified. Calculate the amount of expression obtained by transcript quantification of each sample as a normalization value considering transcript length and depth of coverage.
Project description:The tissues of male flowers, female flowers and hermaphrodite are collected and stored in liquid nitrigen immediately. Total RNA was isolated from male, hermaphrodite, and female flowers using the Trizol reagent (Invitrogen USA). Low molecular weight RNA was enriched from the total RNA by precipitating with 0.4M NaCl and polyethylene glycol (PEG). The enriched low molecular weight RNA was then separated on a denaturing 15% polyacrylamide gel. The band corresponding to the RNA standard of 18-30 nucleotides was then excised from the gel and eluted overnight in 0.4M NaCl at 4 degrees Celsius, and subsequently ligated with 5’ and 3’ Illumina small RNA adapters. The adapter ligated library was converted into cDNA and amplified by using PCR and sequenced by Illumina Genome Analyzer II.
2014-12-31 | GSE54097 | GEO
Project description:Adapter-ligated sequencing libraries of total cellular Amphidinium carterae RNA
Project description:The discovery of small open reading frames (smORFs) encoding for polypeptides (SEPs; <100aa) highlights that the coding capacity of the genomes has been underestimated. Most ORF-finding algorithms have historically set a minimum threshold length of 100 aa. As consequence, some transcripts encoding for SEPs, were erroneously discarded or classified as non-coding RNAs (ncRNAs). With this experiments we try to experimentally assess the existence and complexity of these small proteins. The experimental design includes: After growing each Mycoplasma for 6h at 37°C, cells were washed twice with PBS and lysed with 700 µl of Qiazol buffer. Then, samples were lysed with 700 µl of Qiazol buffer. RNA extractions were performed by using the miRNeasy mini Kit (Qiagen) following the instructions of the manufacturer. Libraries for RNA-seq were prepared following directional RNA-seq library preparation and sequencing. Briefly, 1 µg of total RNA was fragmented to ~100-150 nt using NEB Next Magnesium RNA Fragmentation Module (ref. E6150S, NEB). Treatments with Antarctic phosphatase (ref. M0289S, NEB) and PNK (ref. M0201S, NEB) were performed in order to make the 5’ and 3’ ends of the RNA available for adapter ligation. Samples were further processed using the TruSeq small RNA Sample Prep Kit (ref. RS-200-0012, Illumina) according to the manufacturer's protocol. In summary, 3’ adapters and subsequently 5’ adapters were ligated to the RNA. cDNA was synthesized using reverse transcriptase (SuperScript II, ref. 18064-014, Invitrogen) and a specific primer (RNA RT Primer) complementary to the 3’ RNA adapter. cDNA was further amplified by PCR using indexed adapters supplied in the kit. Finally, size selection of the libraries was performed using 6% Novex® TBE Gels (ref. EC6265BOX, Life Technologies). Fragments with insert sizes of 100 to 130 bp were cut from the gel, and cDNA was precipitated and eluted in 10 µl of elution buffer. Double-stranded templates were cluster amplified and sequenced on an Illumina HiSeq 2000.
Project description:Most of small RNA library construction methods are based on RNA ligases, which prefer to join the molecules (small RNAs and adapters) that can anneal to each other and form a ligase favoured structure. Different platforms for next generation sequencing use different adapter sequences, causing the cloning bias. Adapters with degenerated nucleotides at the ligating ends (High Definition, HD adapters) were developed to reduce the cloning bias. However, above 90% of the cloning products is adapter dimer when the current available commercial kits and their corresponding protocols are used. Here we adopted and further improved a method demonstrated in a publically available patent (http://www.google.com/patents/WO2011056866A2?cl=en). Using the improved method, we constructed the small RNA libraries by using the total RNA of Medicago truncatula leaf tissue. The adapter dimer was significantly reduced. The small RNA sequences were also analysed.
Project description:Most of small RNA library construction methods are based on RNA ligases, which prefer to join the molecules (small RNAs and adapters) that can anneal to each other and form a ligase favoured structure. Different platforms for next generation sequencing use different adapter sequences, causing the cloning bias. Adapters with degenerated nucleotides at the ligating ends (High Definition, HD adapters) were developed to reduce the cloning bias. However, above 90% of the cloning products is adapter dimer when the current available commercial kits and their corresponding protocols are used. Here we adopted and further improved a method demonstrated in a publically available patent (http://www.google.com/patents/WO2011056866A2?cl=en). Using the improved method, we constructed the small RNA libraries by using the total RNA of chondrosarcoma cell line. The adapter dimer was significantly reduced. The small RNA sequences were also analysed.