GeoTox

Characterizing the risk of perturbing molecular targets involved in adverse human health outcomes based on exposure to spatially-referenced stressor mixtures.
https://github.com/niehs/geotox

Category: Natural Resources
Sub Category: Ecotoxicology

Last synced: about 22 hours ago
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Repository metadata

Open-source software for connecting spatiotemporal exposure to individual and population-level risk

README.Rmd

          ---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# GeoTox GeoTox website



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`GeoTox` open-source R software package for characterizing the risk of perturbing molecular targets involved in adverse human health outcomes based on exposure to spatially-referenced stressor mixtures via the GeoTox framework - otherwise known as source-to-outcome-continuum modeling. The package, methods, and case-studies are described in [Messier, Reif, and Marvel, 2025, Human Genomics](https://doi.org/10.1186/s40246-024-00711-8).


The GeoTox framework was first described in
[Eccles et al. A geospatial modeling approach to quantifying the risk of exposure to environmental chemical mixtures via a common molecular target. Sci Total Environ. 2023 Jan 10;855:158905.](https://pubmed.ncbi.nlm.nih.gov/36152849/)

## Installation

```{r, eval=FALSE}
install.packages("GeoTox")
```

## Development Version

The development version can be installed from GitHub.

```{r, eval=FALSE}
#install.packages("pak")
pak::pak("NIEHS/GeoTox")
```

## Overview

Figure 1 below shows the steps in the source-to-outcome-continuum or GeoTox modeling framework that is capable in the `GeoTox` package. blue text nodes represent an object and green text, rounded nodes represent a methodology or function required to go from one to the next. The `GeoTox` package uses R S3 object-oriented programming to create the **GeoTox** object. The **GeoTox** object is a list that contains all of the information required to run the analysis including tracking exposure, assays, dose-response, and geospatial referencing. 

GeoTox
Figure 1: Overview of the steps in the GeoTox framework

## Getting Started Please refer to the [introduction vignette](https://niehs.github.io/GeoTox/articles/introduction.html) for a detailed description of how to use `GeoTox`. ## Citation For citation information, please refer to our [CITATION file](inst/CITATION). ## Issues and Contributions To add or edit functionality, open a pull request into the main branch with a detailed description of the proposed changes. Pull requests must pass all status checks, and then will be approved or rejected by the GeoTox maintainers. Utilize [GitHub issues](https://github.com/NIEHS/GeoTox/issues) to notify the authors of bugs, questions, or recommendations. Identify each issue with the appropriate label to help ensure a timely response.

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Last synced: 8 days ago

Total Commits: 161
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Avg Commits per committer: 17.889
Development Distribution Score (DDS): 0.652

Commits in past year: 53
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Avg Commits per committer in past year: 26.5
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Name Email Commits
SkylarMarvel 5****l 56
kyle-messier k****r@n****v 41
{SET}group 1****y 40
Spatiotemporal-Exposures-and-Toxicology m****p@a****v 6
Spatiotemporal-Exposures-and-Toxicology m****p@a****l 6
Spatiotemporal-Exposures-and-Toxicology m****p@a****n 4
Spatiotemporal-Exposures-and-Toxicology m****p@a****v 4
David Reif 4****f 2
Reif r****m@a****v 2

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Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 38
Total pull requests: 116
Average time to close issues: 4 months
Average time to close pull requests: about 9 hours
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Average comments per pull request: 0.28
Merged pull request: 109
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Past year issues: 4
Past year pull requests: 53
Past year average time to close issues: 27 days
Past year average time to close pull requests: about 3 hours
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Past year merged pull request: 51
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More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/niehs/geotox

Top Issue Authors

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Package metadata

cran.r-project.org: GeoTox

Spatiotemporal Mixture Risk Assessment

  • Homepage: https://niehs.github.io/GeoTox/
  • Documentation: http://cran.r-project.org/web/packages/GeoTox/GeoTox.pdf
  • Licenses: MIT + file LICENSE
  • Latest release: 0.2.0 (published 8 months ago)
  • Last Synced: 2025-06-27T03:31:30.370Z (2 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 333 Last month
  • Rankings:
    • Dependent packages count: 27.759%
    • Dependent repos count: 34.223%
    • Average: 49.645%
    • Downloads: 86.953%
  • Maintainers (1)

Dependencies

.github/workflows/test-coverage.yaml actions
  • actions/checkout v3 composite
  • actions/upload-artifact v3 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
DESCRIPTION cran
  • truncnorm * imports
  • knitr * suggests
  • rmarkdown * suggests
  • testthat >= 3.0.0 suggests

Score: 9.954275719368233