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Smrt analysis v2

Manufactured by Pacific Biosciences
Sourced in United States

SMRT Analysis v2.3.0 is a software package developed by Pacific Biosciences to analyze data generated by their Single Molecule, Real-Time (SMRT) sequencing technology. The core function of SMRT Analysis v2.3.0 is to process and interpret the raw data produced by SMRT sequencing instruments.

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9 protocols using smrt analysis v2

1

Bacterial Genome Sequencing and Assembly

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The whole bacterial genome was sequenced on a PacBio RSII sequencer (Pacific Biosciences, Menlo Park, CA, USA). Eight cells were used for single-molecule, real-time (SMRT) DNA sequencing, which was performed by the Dragon Genomics Center (Takara Bio Inc., Shiga, Japan). The sequences were assembled with SMRT Analysis v. 2.3 (Pacific Biosciences). Illumina MiSeq sequencing was also performed on B. pertussis BP300 and BP300s at DNA Chip Research Inc., Tokyo, Japan. The 150-bp short reads were used to validate the WGS in CLC Genomics Workbench v. 8.5.1 (Qiagen, Hilden, Germany). Genomes were compared with MUMmer v. 3.2337 (https://github.com/mummer4/mummer)32 (link) and Mauve v. 2.4.038 (https://darlinglab.org/mauve/mauve.html)33 (link).
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2

Genome Analysis of DNA Modifications

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Genome analysis of nucleotide base modifications were detected using the RS_Modification Motif_Analysis.1 protocol in smrtanalysis v2.3 (Pacific Biosciences, Menlo Park, CA) with the default threshold quality value (QV) of 30. The resulting motif_summary.csv files were uploaded to the restriction enzyme database (REBASE) and assessed for the presence of novel restriction modification systems (30 (link)). Additionally, kinetic Qmod values [defined by the log-transformed P value from the t test, −10log(P value)] with a threshold value of 55 were extracted and processed by BaseModFunctions v2.1.R (45 ) for visualization in Circos (46 (link)). The threshold value of 55 was based on the bimodal distribution of modification values observed in the kinetic detection map. Base modification data have been uploaded to GenBank.
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3

Genome Sequencing and Characterization of Strain KIGAM252

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Genomic DNA was extracted as described previously. The whole-genome sequence of strain KIGAM252T was obtained and sequenced using a Pacific Biosciences RS II instrument with P6-C4 chemistry. De novo genome assembly was performed using Flye assembler 2.7 software with default parameters in PacBio SMRT Analysis v. 2.3.0 [51 (link)].
The authenticity and contamination check of the genome of strain KIGAM252T was conducted according to the proposed minimal standards of using the prokaryote genome database [52 (link)]. The authenticity of strain KIGAM252T was checked using 16S rRNA gene sequences obtained based on conventional Sanger sequencing and whole-genome sequencing results as described previously. The GenBank accession numbers of the 16S rRNA gene sequence and whole-genome sequences of strain KIGAM252T were MT804551 and JAGVRK010000000, respectively. To verify the contamination in the genome assembly of strain KIGAM252T, the ContEst16S algorithm was used to assess each sequence (https://www.ezbiocloud.net/tools/contest16s, 11 February 2021) [53 (link)].
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4

Whole Genome Sequencing of mcr-1 E. coli

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Whole Genome Sequence analysis of mcr-1 containing isolates was performed to further characterize the E. coli strain including the plasmid carrying the mcr-1 gene and other genes associated with antimicrobial resistance [6 (link)]. The genome sequence of the mcr-1 containing isolate was determined using the Pacific Biosciences RSII system from DNA prepared by the Qiagen Genomic Tip 500/G kit (Qiagen, Hilden, Germany) following the manufacturer’s recommendations. De novo assembly was performed using SMRT®Analysis v2.3.0 (PacBio's bioinformatics software suite) with expected genome size of 5 Mbp and coverage of 30. The assembled sequence was analysed using Geneious software V8.0.5 (Biomatters, Auckland, New Zealand) and the online tools Resfinder, MLST, SeroTypeFinder and Plasmidfinder (http://genomicepidemiology.org/). The plasmid sequence was analysed in DNA plotter to generate a circular DNA map.
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5

Pediococcus Strain Identification Using 16S rDNA and Genomic Sequencing

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The species identification of the Pediococcus strain from the 16S rDNA was conducted using an API 50 CHL test kit (bioMérieux, Marcy l´Etoile, France) according to the
manufacturer’s instructions. Next, we used whole-genomic sequence analysis, which was carried out by Takara Bio Inc. (Shiga, Japan). Briefly, the sequence was analyzed by using a PacBio
RS II (Pacific Biosciences, Menlo Park, CA, USA), and the obtained reads were assembled by a genome assemble algorithm, SMRT Analysis v2.3.0 (Pacific Biosciences, Menlo
Park, CA, USA). The obtained contig sequences including the 16S rRNA gene sequence were further analyzed by NCBI BLAST (https://blast.ncbi.nlm.nih.gov/Blast.cgi).
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6

Genome Assembly and Annotation of Bacterial Strains

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DNA of strain CFNEI73 was extracted according to standard protocols and sequenced by Macrogen (Seoul, South Korea). A 3 kilobase pair (kb)-library was prepared and run on an Illumina HiSeq sequencer to obtain 100 base pair (bp)-mated pair reads. A total of 10,599,614 paired reads were obtained, and 4,629,584 remained after trimming. A second sequencing protocol was done with PacBio at the Duke Center for Genomic and Computational Biology (Durham, NC, USA) with a 10 kb-library, obtaining 731,017,143 reads, filtered to 612,800,193. Sequences obtained were mixed with the Illumina reads to enhance the accuracy of the final assembly with genome coverage of 71×. Assembly was performed with SMRT Analysis v2.3.0 (Pacific Biosciences) and SPAdes v3.5.0 [16 (link)]. Annotation was conducted with RAST v4.0 [17 (link)], with manual curation. Strain CCGM7 was re-sequenced with PacBio at the Duke Center for Genomic and Computational Biology, with a 10 kb-library, obtaining 1,147,065,864 reads, filtered to 998,800,19. Reads were mixed with those obtained previously with Illumina [12 (link)], with genome coverage of 121×. Assembly and annotation were done as for strain CFNEI73.
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7

Genome Sequencing and Annotation of Microbial Strain

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The genomic DNA was extracted using Bacterial DNA Kit (Omega Bio-tek, Norcross, GA), according to the manufacturer’s instructions. The genome sequencing of S. pluranimalium TH11417 was performed on a PacBio RSII single-molecule real-time (SMRT) sequencing instrument (Pacific Biosciences, Menlo Park, CA). The average sequencing coverage was approximately 317× across the genome. The reads were assembled de novo using the hierarchical genome assembly process (HGAP) with the default settings of the SMRT Analysis v2.3.0 software package (Pacific Biosciences). The genome was annotated through the NCBI prokaryotic annotation pipeline (https://ncbi.nlm.nih.gov/).
The possible genomic islands (GIs) from TH11417 genome were predicted using IslandViewer 4 (http://www.pathogenomics.sfu.ca/islandviewer/), and prophage components were predicted according to the PHAST (http://phast.wishartlab.com/). Genome maps of TH11417 was generated using Circos v0.64 software [11 (link)]. The comparative analysis of prophage and type VII secretion system (T7SS) was generated using EasyFig v2.2 software (http://mjsull.github.io/Easyfig/files.html).
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8

Comprehensive Iso-Seq Data Analysis Workflow

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For the analysis of Iso-Seq data, we obtained high-quality reads of insert (ROI) by ConsensusTools script of SMRT Analysis v.2.3.0 software package from Pacific Biosciences. Then we used pbtranscript.py of SMRT Analysis v.2.3.0 software package to obtain full-length non-chimeric (FLNC) reads. For a small part of the chimeric ROI, they were marked as complete ROI by judging the 5′ primer, 3′ primer, presence of poly(A) and corresponding positional relationship. LSC 1.alpha (Au et al., 2012 (link)) was used to correct Iso-Seq. Finally, these corrected Iso-Seq reads were further used as an input file to identify AS events using PRAPI (Gao et al., 2018 (link)) with default parameters to identify the post-transcriptional regulation events including ATI, AS, and APA (Figure 2).
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9

Rice mitochondrial genome assembly and annotation

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Rice mitochondria were isolated from callus by differential centrifugation method followed by continuous Percoll gradients as described by Heazlewood et al. [53 (link)]. The DNA was extracted from the rice mitochondria by CTAB and sequenced by NextOmics (Wuhan, China) on an Illumina HiSeq Xten machine with the 400 bp paired-end library, and on a PacBio RSII machine with 20 kb paired-end library.
The raw reads from PacBio RSII longer than 26 Kb were used as seed reads. The reads shorter than 26 Kb were corrected by the RS_PreAssembler.1 protocol with default settings from the Pacific Biosciences SMRT analysis (v2.3.0) software package. In addition, the raw reads from Illumina HiSeq Xten were also used to correct the genome by pilon (−-changes --vcf --fix bases --threads 5 --mindepth 10). Mitochondrial genomes were annotated using MITOFY [54 (link)]. The tRNA genes were searched using tRNAscan-SE [55 (link)]. Finally, the genome maps were drawn by OGDRAW [56 (link)].
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