bioRxiv (Cold Spring Harbor Laboratory) · 2019 · 63 citations · 15 references
Life SciencesBioinformaticsComputational BiologyGenomicsTranscriptomicsCross-platform Data HarmonizationData PipelinesBioinformatic Analysis PipelinesBioinformatic Pipeline DevelopmentBioinformatic PipelinesBioinformatics Pipeline DevelopmentPipelines
Abstract The standardization, portability, and reproducibility of analysis pipelines is a renowned problem within the bioinformatics community. Most pipelines are designed for execution on-premise, and the associated software dependencies are tightly coupled with the local compute environment. This leads to poor pipeline portability and reproducibility of the ensuing results - both of which are fundamental requirements for the validation of scientific findings. Here, we introduce nf-core : a framework that provides a community-driven, peer-reviewed platform for the development of best practice analysis pipelines written in Nextflow. Key obstacles in pipeline development such as portability, reproducibility, scalability and unified parallelism are inherently addressed by all nf-core pipelines. We are also continually developing a suite of tools that assist in the creation and development of both new and existing pipelines. Our primary goal is to provide a platform for high-quality, reproducible bioinformatics pipelines that can be utilized across various institutions and research facilities.
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1,500 scientists lift the lid on reproducibility
Monya Baker · Nature · 2016 · 4.3K citations
EAGER: efficient ancient genome reconstruction
Alexander Peltzer, Günter Jäger, Alexander Herbig et al. · Genome biology · 2016 · 528 citations · Full text