Tutorial and specification for packaging IEEE 2791-2020 (BioCompute Objects/BCOs) as RO-Crate Research Objects.
BioCompute Object (BCO) is a standard (IEEE 2791-2020) for describing computational workflows for regularory submission, e.g. a genomics workflow as part of personalized medicine.
RO-Crate is a community-based specification for research data packaging of Research Objects with rich metadata, based on open standards and vocabularies like JSON-LD and schema.org.
BCO RO-Crate is the combination ...
Authors: V. Murigneux, L. W. Roberts, B. M. Forde, M. D. Phan, N. T. K. Nhu, A. D. Irwin, P. N. A. Harris, D. L. Paterson, M. A. Schembri, D. M. Whiley, S. A. Beatson
Date Published: 25th Jun 2021
Publication Type: Journal
PubMed ID: 34172000
Citation: BMC Genomics. 2021 Jun 25;22(1):474. doi: 10.1186/s12864-021-07767-z.
SAMBA is a FAIR scalable workflow integrating, into a unique tool, state-of-the-art bioinformatics and statistical methods to conduct reproducible eDNA analyses using Nextflow. SAMBA starts processing by verifying integrity of raw reads and metadata. Then all bioinformatics processing is done using commonly used procedure (QIIME 2 and DADA2) but adds new steps relying on dbOTU3 and microDecon to build high quality ASV count tables. Extended statistical analyses are also performed. Finally, SAMBA ...
microPIPE was developed to automate high-quality complete bacterial genome assembly using Oxford Nanopore Sequencing in combination with Illumina sequencing.
To build microPIPE we evaluated the performance of several tools at each step of bacterial genome assembly, including basecalling, assembly, and polishing. Results at each step were validated using the high-quality ST131 Escherichia coli strain EC958 (GenBank: HG941718.1). After appraisal of each step, we selected the best combination of ...
ORSON combine state-of-the-art tools for annotation processes within a Nextflow pipeline: sequence similarity search (PLAST, BLAST or Diamond), functional annotation retrieval (BeeDeeM) and functional prediction (InterProScan). When required, BUSCO completness evaluation and eggNOG Orthogroup annotation can be activated. While ORSON results can be analyzed through the command-line, it also offers the possibility to be compatible with BlastViewer or Blast2GO graphical tools.
A porting of the Trinity RNA assembly pipeline, https://trinityrnaseq.github.io, that uses Nextflow to handle the underlying sub-tasks. This enables additional capabilities to better use HPC resources, such as packing of tasks to fill up nodes and use of node-local disks to improve I/O. By design, the pipeline separates the workflow logic (main file) and the cluster-specific configuration (config files), improving portability.
Based on a pipeline by Sydney Informatics Hub: ...
Rare disease researchers workflow is that they submit their raw data (fastq), run the mapping and variant calling RD-Connect pipeline and obtain unannotated gvcf files to further submit to the RD-Connect GPAP or analyse on their own.
This demonstrator focuses on the variant calling pipeline. The raw genomic data is processed using the RD-Connect pipeline (Laurie et al., 2016) running on the standards (GA4GH) compliant, interoperable container ...
A workflow for mapping and consensus generation of SARS-CoV2 whole genome amplicon nanopore data implemented in the Nextflow framework. Reads are mapped to a reference genome using Minimap2 after trimming the amplicon primers with a fixed length at both ends of the amplicons using Cutadapt. The consensus is called using Pysam based on a majority read support threshold per position of the Minimap2 alignment and positions with less than 30x coverage are masked using ‘N’.
Creator: David F. Nieuwenhuijse, Alexey Sokolov
Submitter: Ross Thorne
metaboigniter is bioinformatics pipeline for pre-processing of mass spectrometry-based metabolomics data. It can be used to perform quantification and identification based on MS1 and MS2 data. The backbone of pipeline is based on XCMS, OpenMS, CAMERA, MSnbase, MetFrag, CSIFingerID, CFM-ID, and several other customized tools to noise filtering, quantification and identification both for library and in-silico identification. Please go on to this page to learn how to use the workflow
The pipeline ...
Creator: Payam Emami
Submitter: Phil Ewels