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Data and code from: Use of automated capillary immunoassay for quantification of antibodies in chicken sera against recombinant Salmonella enterica serotype Heidelberg proteins

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posted on 2023-11-30, 12:04 authored by Hung-Yueh Yeh, Quentin ReadQuentin Read

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, Quentin

Data contact email

quentin.read@usda.gov

Publisher

Ag Data Commons

Intended 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

2022-01-18

Temporal Extent End Date

2022-11-14

Theme

  • Not specified

Geographic Coverage

{"type":"FeatureCollection","features":[{"geometry":{"type":"Point","coordinates":[-83.359019076718,33.925811652341]},"type":"Feature","properties":{}}]}

Geographic location - description

Athens, Georgia, USA

ISO Topic Category

  • farming
  • health

National Agricultural Library Thesaurus terms

immunoassays; antibodies; chickens; Salmonella Heidelberg; immune response; chemiluminescence; immunoglobulins

OMB 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

Preferred dataset citation

Yeh, Hung-Yueh; Read, Quentin D. (2023). Data and code from: Use of automated capillary immunoassay for quantification of antibodies in chicken sera against recombinant Salmonella enterica serotype Heidelberg proteins. Ag Data Commons. https://doi.org/10.15482/USDA.ADC/1528601

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