From fc9a629b8de2fdca59c06d2922caac5775073cfb Mon Sep 17 00:00:00 2001 From: Laura A DeCicco Date: Thu, 9 May 2024 22:54:37 -0500 Subject: [PATCH 01/29] 4 vignette --- vignettes/update_data.Rmd | 146 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 146 insertions(+) create mode 100644 vignettes/update_data.Rmd diff --git a/vignettes/update_data.Rmd b/vignettes/update_data.Rmd new file mode 100644 index 0000000..350d380 --- /dev/null +++ b/vignettes/update_data.Rmd @@ -0,0 +1,146 @@ +--- +title: "Setting up toxEval package data" +output: + rmarkdown::html_vignette: + toc: true + number_sections: false +vignette: > + %\VignetteIndexEntry{Setting up toxEval package data} + \usepackage[utf8]{inputenc} + %\VignetteEngine{knitr::rmarkdown} +editor_options: + chunk_output_type: console +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set(echo = FALSE, + warning = FALSE, + message = FALSE) +library(tcpl) +``` + +`toxEval` includes ToxCast data to help simplify EAR calculations. Here are the instructions for getting the necessary columns from the ToxCast database using the `tcpl` package. This is NOT necessary for all `toxEval` users. However, if you are interested in extending the data or exploring additional fields, this might be useful. It is also a way to remember how to update the `toxEval` package when there are new ToxCast database updates. + +First you would need to download the database and set up a MySQL server/database. This is beyond the scope of this vigentte right now. + +Next, you need to connect to that local database: + +```{r eval=FALSE} +library(tcpl) +library(toxEval) +library(tidyverse) + + +tcplConf(drvr = "MySQL", + user = "root", + pass = "my_super_secret_password", + host = "localhost", + db = "prod_internal_invitrodb_v4_1") + + +``` + +## ToxCast_ACC + +First, we'll need to load several tables to get our necessary columns: + +```{r eval=FALSE} +mc5_raw <- tcplQuery("SELECT * FROM mc5") +mc4_raw <- tcplQuery("SELECT * FROM mc4") +mc5_chid <- tcplQuery("SELECT * FROM mc5_chid") +mc6_raw <- tcplQuery("SELECT * FROM mc6") +sample_raw <- tcplQuery("SELECT * FROM sample") +chemical_raw <- tcplQuery("SELECT * FROM chemical") +mc5_param <- tcplQuery("SELECT * FROM mc5_param") +``` + +Next, we'll use `dplyr` to join: + +```{r eval=FALSE} +ToxCast_ACC <- mc5_raw |> + filter(hitc >= 0.9) |> + select(-created_date, -modified_date, -modified_by) |> + left_join(mc4_raw |> + select(-created_date, -modified_date, -modified_by), + by = join_by(m4id, aeid)) |> + left_join(mc5_chid, by = join_by(m5id)) |> + filter(chid_rep == 1) |> + left_join(mc6_raw |> + select(-created_date, -modified_date, -modified_by), + by = join_by(m5id, m4id, aeid)) |> + left_join(sample_raw, + by = join_by(spid)) |> + left_join(chemical_raw, + by = join_by(chid)) |> + left_join(mc5_param |> + filter(hit_param == "acc"), + by = join_by(m5id, aeid)) |> + select(casn, hit_val, aeid, mc6_mthd_id) |> + group_by(casn, hit_val, aeid) |> + summarise(flags = paste(mc6_mthd_id, collapse = ", ")) |> + ungroup() + +names(ToxCast_ACC) + +``` + +``` +[1] "casn" "hit_val" "aeid" "flags" +``` + +## end_point_info + +Next, we'll populate the `end_point_info` file: + +```{r eval=FALSE} + +assay_component_endpoint <- tcplQuery("SELECT * FROM assay_component_endpoint;") +assay <- tcplQuery("SELECT * FROM assay;") +assay_component <- tcplQuery("SELECT * FROM assay_component;") +assay_source <- tcplQuery("SELECT * FROM assay_source;") +gene <- tcplQuery("SELECT * FROM gene;") +intended_target <- tcplQuery("SELECT * FROM intended_target;") + +end_point_info_41 <- assay_component_endpoint |> + left_join(assay_component, by = join_by(acid)) |> + left_join(assay, by = join_by(aid)) |> + left_join(assay_source, by = join_by(asid)) |> + left_join(intended_target, by = join_by(aeid)) |> + left_join(gene, by = c("target_id" = "gene_id")) |> + select(aeid, acid, assay_component_endpoint_name, + assay_component_endpoint_desc, intended_target_type, + intended_target_family_sub, intended_target_family, + biological_process_target, tissue, + gene_symbol, target_id, assay_source_name) + +``` + +## tox_chemicals + +```{r eval=FALSE} +tox_chemicals41 <- mc5_raw |> + select(-created_date, -modified_date, -modified_by) |> + left_join(mc4_raw |> + select(-created_date, -modified_date, -modified_by), + by = join_by(m4id, aeid)) |> + left_join(mc5_chid, by = join_by(m5id)) |> + filter(chid_rep == 1) |> + left_join(mc6_raw |> + select(-created_date, -modified_date, -modified_by), + by = join_by(m5id, m4id, aeid)) |> + left_join(sample_raw, + by = join_by(spid)) |> + left_join(chemical_raw, + by = join_by(chid)) |> + left_join(mc5_param |> + filter(hit_param == "acc"), + by = join_by(m5id, aeid)) |> + group_by(casn, chnm, dsstox_substance_id) |> + summarise(Total_tested = length(unique(aeid)), + Active = length(unique(aeid[hitc >= 0.9]))) |> + ungroup() |> + left_join(tox_chemicals_35 |> + select(casn = Substance_CASRN, + Structure_MolWt), + by = "casn") +``` From 434522cd7143f63b2509ba882f7a90fbfa5f440d Mon Sep 17 00:00:00 2001 From: Laura A DeCicco Date: Fri, 10 May 2024 11:27:10 -0500 Subject: [PATCH 02/29] updating the data --- .Rbuildignore | 3 +- R/sysdata.rda | Bin 3532764 -> 2493768 bytes R/toxEval.R | 2 +- vignettes/update_data.Rmd | 65 ++++++++++++++++++++++++++++++++++---- 4 files changed, 60 insertions(+), 10 deletions(-) diff --git a/.Rbuildignore b/.Rbuildignore index 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