This repository provides the raw data, analysis code, and results generated during a systematic evaluation of the impact of selected experimental protocol choices on the metagenomic sequencing analysis of microbiome samples. Briefly, a full factorial experimental design was implemented varying biological sample (n=5), operator (n=2), lot (n=2), extraction kit (n=2), 16S variable region (n=2), and reference database (n=3), and the main effects were calculated and compared between parameters (bias effects) and samples (real biological differences). A full description of the effort is provided in the associated publication.
About this Dataset
Title | A Sensitivity Analysis of Methodological Variables Associated with Microbiome Measurements |
---|---|
Description | This repository provides the raw data, analysis code, and results generated during a systematic evaluation of the impact of selected experimental protocol choices on the metagenomic sequencing analysis of microbiome samples. Briefly, a full factorial experimental design was implemented varying biological sample (n=5), operator (n=2), lot (n=2), extraction kit (n=2), 16S variable region (n=2), and reference database (n=3), and the main effects were calculated and compared between parameters (bias effects) and samples (real biological differences). A full description of the effort is provided in the associated publication. |
Modified | 2023-10-05 00:00:00 |
Publisher Name | National Institute of Standards and Technology |
Contact | mailto:[email protected] |
Keywords | microbiome , metagenomic sequencing , full factorial , design of experiments |
{ "identifier": "ark:\/88434\/mds2-3092", "accessLevel": "public", "contactPoint": { "hasEmail": "mailto:[email protected]", "fn": "Samuel P. Forry" }, "programCode": [ "006:045" ], "landingPage": "https:\/\/data.nist.gov\/od\/id\/mds2-3092", "title": "A Sensitivity Analysis of Methodological Variables Associated with Microbiome Measurements", "description": "This repository provides the raw data, analysis code, and results generated during a systematic evaluation of the impact of selected experimental protocol choices on the metagenomic sequencing analysis of microbiome samples. Briefly, a full factorial experimental design was implemented varying biological sample (n=5), operator (n=2), lot (n=2), extraction kit (n=2), 16S variable region (n=2), and reference database (n=3), and the main effects were calculated and compared between parameters (bias effects) and samples (real biological differences). A full description of the effort is provided in the associated publication.", "language": [ "en" ], "distribution": [ { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/00README.rtf", "mediaType": "application\/rtf", "title": "00README" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/dada2_output%2Fv4_taxa_tab3Silvav132.txt", "mediaType": "text\/plain", "title": "dada2_output\/v4_taxa_tab3Silvav132" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/dada2_output%2Fv4_taxa_tab3rdp18.txt", "mediaType": "text\/plain", "title": "dada2_output\/v4_taxa_tab3rdp18" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/dada2_output%2Fv3_taxa_tab3Silvav132.txt", "mediaType": "text\/plain", "title": "dada2_output\/v3_taxa_tab3Silvav132" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/dada2_output%2Fv3_taxa_tab3rdp18.txt", "mediaType": "text\/plain", "title": "dada2_output\/v3_taxa_tab3rdp18" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/dada2_output%2Fv3_taxa_tab3Silvav138.txt", "mediaType": "text\/plain", "title": "dada2_output\/v3_taxa_tab3Silvav138" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/dada2_output%2Fv4_taxa_tab3Silvav138.txt", "mediaType": "text\/plain", "title": "dada2_output\/v4_taxa_tab3Silvav138" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/DataAnalysis.Rmd", "mediaType": "application\/octet-stream", "title": "DataAnalysis" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/ProcessingRawReads.Rmd", "mediaType": "application\/octet-stream", "title": "ProcessingRawReads" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/raw_reads.zip", "mediaType": "application\/zip", "title": "raw_reads" }, { "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3092\/resources.zip", "format": "R markdown document.", "description": "R code for analysis and figure generation.", "mediaType": "application\/zip", "title": "resources" } ], "bureauCode": [ "006:55" ], "modified": "2023-10-05 00:00:00", "publisher": { "@type": "org:Organization", "name": "National Institute of Standards and Technology" }, "theme": [ "Bioscience:Microbial measurements" ], "keyword": [ "microbiome", "metagenomic sequencing", "full factorial", "design of experiments" ] }