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Clc genomics workbench software

Manufactured by Qiagen
Sourced in United States, Denmark, Germany, Netherlands

CLC Genomics Workbench is a software application for analyzing and visualizing genomic data. It provides tools for sequence analysis, assembly, annotation, and comparative genomics. The software can be used for a variety of applications, including DNA sequencing, gene expression analysis, and genome mapping.

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139 protocols using clc genomics workbench software

1

Targeted Sequencing and Somatic Variant Analysis

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For targeted sequencing of the 409 genes, FASTQ files were imported and analyzed using CLC Genomics Workbench software (version 20), as described previously [5 (link)] and aligned to the human genome assembly GRCh38 to detect variants. Somatic variants were obtained by filtering variants from tumor DNA from those detected in the matched normal lymphocyte DNA. Six of the 22 LGSOC samples had no matched normal lymphocyte DNA, and the pooled normal variants from the 16 available matched lymphocyte DNA samples were used to detect somatic mutations. Identified somatic mutations were filtered for (a) a variant read count in the tumor sample of ≥ 2, (b) a variant allele frequency (VAF) of ≥ 0.15 in the tumor sample and 0 in the matched normal sample, and (c) common variants in the population with a frequency threshold of 1% in dbSNP129 [19 (link)], 1000 Genomes Project [20 (link)], Exome Aggregation Consortium [21 (link)], and ESP6500 [21 (link)]. Somatic variants were confirmed through visual inspection of sequence alignment in the BAM files using CLC Genomics Workbench software (version 20).
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2

Differential Gene Expression Analysis

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Read counts were normalized by calculating the number of reads per kilobase per million reads (RPKM) for each transcript in individual samples using CLC Genomics Workbench software (version 11.0.1, Qiagen GmbH). DEGs were identified using fold change ≥2 or ≤−2 filtering analysis with a false discovery rate (FDR) of P<0.05. Gene expression was visualized using principal components analysis (PCA) plot and clustering heat map analyses. Volcano plots were used to visualize changes in gene expression between −log10 P-value and log2 fold change using CLC Genomics Workbench software (version 12.0, Qiagen GmbH).
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3

RNA-seq Library Preparation and Analysis

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Total RNA was isolated from each cell line using a mirVana™ Isolation Kit (Thermo Fisher Scientific Inc.) following the manufacturer’s instructions. Libraries for RNA-seq were constructed using SMARTer Stranded Total RNA-Seq Kit-Pico Input Mammalian (Takara Bio, Shiga, Japan) according to the manufacturer’s instructions. All libraries were sequenced on MiSeq (Illumina, Inc., San Diego, CA) with paired-end read (75 bp). The 75-bp-long paired-end sequence reads were mapped to a human genome reference sequence (hg19) using CLC Genomics Workbench software (CLC bio, Aarhus, Denmark), and the mapped data were exported as BAM files and imported to Strand NGS analysis software (Agilent Technologies, Santa Clara, CA) and used for downstream gene expression analysis.
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4

Transcriptome analysis of Streptomyces and Myxococcus

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Sequencing reads were mapped to the corresponding reference genome sequences (Genome accession numbers described above for Streptomyces species and NC_008095 for M. xanthus) using CLC Genomics Workbench software (CLC Bio, Aarhus, Denmark) (Supplementary Tables 2 and 3). Mapped reads were then counted and normalized using the DESeq2 algorithm in R (Supplementary Data 12 and 411) [13 ]. Mapped read information was exported as a BAM file format, which was further converted to a GFF file format containing read counts for each genomic position. The GFF file was visualized on SignalMap (v2.0.0.5; Roche NimbleGen, Basel, Switzerland). The sequencing data were deposited in the European Nucleotide Archive (accession number: PRJEB25075).
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5

Whole Exome Sequencing of Blood and Saliva

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Research-based WES was performed as previously described (Braun et al., 2016 (link)). In brief, genomic DNA was isolated from blood lymphocytes or saliva samples and subjected to exome capture using Agilent SureSelect human exome capture arrays (Life Technologies), followed by next generation sequencing on an Illumina HiSeq sequencing platform. Sequence reads were mapped to the human reference genome assembly (National Center for Biotechnology Information build 37/hg19) using CLC Genomics Workbench software (version 6.5.2, CLC bio, Aarhus, Denmark). Following alignment to the human reference genome, variants were filtered for most likely deleterious variants as previously described (Mann et al., 2019 (link); Sadowski, et al., 2015 (link)). In brief, variant filtering based on population frequency was performed using population databases (Genome Aggregation Database and the 1,000 Genomes Project) to include only rare alleles (i.e., minor allele frequency <1%). Synonymous and intronic variants that were not located within splice site regions were excluded. Remaining variants included non-synonymous variants and splice site variants.
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6

Comparative Dioscorin Protein Analysis

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The nucleotide sequences of the purified dioscorin genes were subsequently translated to protein sequence using bioinformatic resource tool from CLC Genomics Workbench software (CLC Bio Denmark). The nucleotide and translated protein sequences were further subjected to computer-based homology search with NCBI BLAST program. Phylogenetic analysis was carried out to compare the relationship of the major storage protein of D. bulbifera with the storage proteins of other Dioscorea spp.
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7

Genome Sequencing of Resistant Clones

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Genomic DNA was isolated using a Genomic Tip 100G DNA kit (Qiagen) according to the manufacturer's instructions. Five resistant clones from the cycling experiment were sent to the Beijing Genome Institute (BGI; China) for whole-genome sequencing using the Illumina sequencing technology. CLC Genomics Workbench software (version 5.5.1; CLC bio, Aarhus, Denmark) was used to assemble the sequencing reads and detect regions with sequence variations (quality-based variant detection) and regions with no coverage compared to the sequence of the S. Typhimurium LT2 wild-type strain. The cutoff frequency was set to 75%.
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8

Ultra-Deep Sequencing of HCV NS5A Y93H Mutation

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The frequency of NS5A-Y93H was determined by ultra-deep sequencing using the Ion Torrent PGM (Life Technologies) according to previously described protocols [22 (link)] with some modifications. In brief, the fragment distributions of all amplicons were analyzed on a Bio-Analyzer 2100 (Agilent Technologies, Palo Alto, CA). The amplified fragments were modified by the Ion Xpress Plus Fragment Library Kit, and sequence analysis was performed using Ion PGM. Read mapping onto the HCV-KT9 reference sequence (GenBank accession no. AB435162) was performed using the CLC Genomics Workbench software (CLC bio, Aarhus, Denmark). This technique revealed an average coverage depth of over 10,000 reads per position in the unique regions of the genome. A wild type hepatitis C virus-expressing plasmid pHCV-KT9 [23 (link)] was used to estimate the minimum detection threshold of Y93H frequency. The sequence data have been deposited in the NCBI Short Read Archive under BioProject PRJNA275480.
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9

ASFV Cytoplasmic DNA Extraction and Sequencing

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Virus DNA was extracted from infected macrophage cultures presenting higher than 90% CPE. The nucleus and cytoplasmic fractions were separated using a nuclear extraction kit, with the viral DNA being isolated from the cytoplasmic fraction, following the manufacturer’s protocol (Active Motif cat# 40010). ASFV infected cells were treated with the hypotonic buffer on ice until the cell membrane was dissolved. The nucleus fraction was separated by centrifugation; the cytoplasmic fraction was collected and DNA extracted adding 10% (v/v) of 3M NaAc (Sigma-Aldrich 71196, St. Louis, MO, USA) and an equal volume of phenol:chloroform:isoamyl alcohol (25:24:1) with a pH of 6.5–6.9 (Sigma-Aldrich P3803-100ML). The preparation was centrifuged on maximum speed in a tabletop centrifuge, the aqueous layer was then ethanol precipitated using 2 volumes of 100% ethanol, washed with the same volume of 70% ethanol, and dried. The resulting DNA pellet was then reconstituted in sterile water. We then used this DNA library for NGS sequencing using Nextera XT kit in the NextSeq (Illumnia, San Diego, CA, USA), following the manufacturer’s protocol. Sequence analysis was performed using CLC Genomics Workbench software (CLCBio, Waltham, MA, USA).
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10

Salp15 Sequence Analysis across Ixodes Species

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RNA sequences were analyzed using CLC Genomics Workbench software (CLC bio, Inc.). After diminishing clone vector sequence contamination, the alignment of Salp15–like sequences was performed using the ClustalX 2.1 program. The nucleotide and amino acid similarities of salp15 among different Ixodes species were calculated using the Needle software package (v6.0.1) in WebLab [30] . The signal peptide cleavage sites in amino acid sequences were predicted by Signal P 4.0 [31] (link).
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