Data and code from: Use of automated capillary immunoassay for quantification of antibodies in chicken sera against recombinant Salmonella enterica serotype Heidelberg proteins
This entry contains all data and code required to reproduce the analysis of immune response data presented in the manuscript:
Yeh, H.-Y., J. G. Frye, C. R. Jackson, Q. D. Read, J. E. Line, and A. Hinton. 2023. Use of automated capillary immunoassay for quantification of antibodies in chicken sera against recombinant Salmonella enterica serotype Heidelberg proteins. Journal of Microbiological Methods. https://doi.org/10.1016/j.mimet.2023.106757
Files included are:
chicken_salmonella_immunoassay_analysis.Rmd
: RMarkdown notebook with all analysis code and full supplementary results, figures, tables, and explanatory notes. The Excel file containing the data should be in the same dictionary as the .Rmd file when the notebook is rendered.chicken_salmonella_immunoassay_analysis.html
: rendered output of notebook including full supplementary results, figures, and tables, and explanatory text.Chicken Sera FliD FimA.xlsx
: Excel file with chicken immune response data in the form of chemiluminescence values (arbitrary units) that are a proxy for immunoglobulin concentration. Each row contains measurements from an individual bird, across two time points (bleedings); at each time point IgG chemiluminescence values in response to Salmonella FliD and FimA proteins are given, and IgM chemiluminescence as well. This results in a total of eight measurements per bird (2 bleedings x 2 types of immunoglobulin x 2 Salmonella proteins). The first ten rows are non-immunized control birds and the next ten rows are immunized birds.concentration_chemiluminescence.xlsx
: Excel file with protein concentration and chemiluminescence data to verify relationship between them. There are three columns, one to identify the protein (FliD and FimA), one for known protein concentration, and one for chemiluminescence. This is used to verify that the chemiluminescence values are suitable proxies for protein concentration.
This research is associated with USDA project 6040-32000-079-00D and falls under National Program NP108.
Resources in this dataset:
Resource Title: RMarkdown document with immune response model fitting code.
File Name: chicken_salmonella_immunoassay_analysis.Rmd
Resource Title: Rendered HTML version of notebook.
File Name: chicken_salmonella_immunoassay_analysis.html
Resource Title: Immunoglobulin response data.
File Name: Chicken Sera FliD FimA.xlsx
Resource Title: Concentration and chemiluminescence data.
File Name: concentration_chemiluminescence.xlsx
Funding
U.S. Department of Agriculture, 6040-32000-079-00D
Foundation for Meat and Poultry Research and Education
History
Data contact name
Read, QuentinData contact email
quentin.read@usda.govPublisher
Ag Data CommonsIntended use
This is intended to reproduce the analysis of the immune response data presented in the manuscript including the figure showing the model predictions.Use limitations
The code is limited to analyzing the dataset for which it was developed and would require modifications to be used for other datasets.Temporal Extent Start Date
2022-01-18Temporal Extent End Date
2022-11-14Theme
- Not specified
Geographic Coverage
{"type":"FeatureCollection","features":[{"geometry":{"type":"Point","coordinates":[-83.359019076718,33.925811652341]},"type":"Feature","properties":{}}]}Geographic location - description
Athens, Georgia, USAISO Topic Category
- farming
- health
National Agricultural Library Thesaurus terms
immunoassays; antibodies; chickens; Salmonella Heidelberg; immune response; chemiluminescence; immunoglobulinsOMB Bureau Code
- 005:18 - Agricultural Research Service
OMB Program Code
- 005:040 - National Research
ARS National Program Number
- 108
Pending citation
- No
Public Access Level
- Public