From f9d45ddf869da64ba82b9960dc57d2b363fad14a Mon Sep 17 00:00:00 2001 From: "Sander W. van der Laan" Date: Mon, 5 Sep 2022 11:33:32 +0200 Subject: [PATCH] * v1.0.0 Initial version. --- .gitignore | 84 ++++ AE_OLINK_LPL_and_MACE.Rproj | 13 + LICENSE | 403 +++++++++++++++ README.html | 647 ++++++++++++++++++++++++ README.md | 92 +++- images/AE_Genomics_2010.png | Bin 0 -> 105654 bytes images/ERA_CVD_Logo_CMYK.png | Bin 0 -> 102972 bytes images/leducq-logo-large.png | Bin 0 -> 39938 bytes images/leducq-logo-small.png | Bin 0 -> 9009 bytes images/to_aition.png | Bin 0 -> 66608 bytes images/worcs_icon.png | Bin 0 -> 5748 bytes renv.lock | 612 +++++++++++++++++++++++ renv/.gitignore | 6 + renv/activate.R | 942 +++++++++++++++++++++++++++++++++++ renv/settings.dcf | 10 + scripts/colors.R | 65 +++ scripts/create_worcs.R | 9 + scripts/functions.R | 550 ++++++++++++++++++++ scripts/local.system.R | 99 ++++ scripts/pack01.packages.R | 48 ++ scripts/prepare_data.R | 6 + 21 files changed, 3572 insertions(+), 14 deletions(-) create mode 100644 .gitignore create mode 100644 AE_OLINK_LPL_and_MACE.Rproj create mode 100644 LICENSE create mode 100644 README.html create mode 100755 images/AE_Genomics_2010.png create mode 100644 images/ERA_CVD_Logo_CMYK.png create mode 100755 images/leducq-logo-large.png create mode 100755 images/leducq-logo-small.png create mode 100644 images/to_aition.png create mode 100644 images/worcs_icon.png create mode 100644 renv.lock create mode 100644 renv/.gitignore create mode 100644 renv/activate.R create mode 100644 renv/settings.dcf create mode 100755 scripts/colors.R create mode 100644 scripts/create_worcs.R create mode 100755 scripts/functions.R create mode 100644 scripts/local.system.R create mode 100644 scripts/pack01.packages.R create mode 100644 scripts/prepare_data.R diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..9a49cbc --- /dev/null +++ b/.gitignore @@ -0,0 +1,84 @@ +# hidden files +.* +!.gitignore + +# History files +.Rhistory +.Rapp.history + +# Session Data files +*.RData +*.rds +*.RDS +*.dictionary.html + +# tag files +tags + +# Example code in package build process +*-Ex.R + +# Output files from R CMD build +/*.tar.gz + +# Output files from R CMD check +/*.Rcheck/ + +# RStudio files +.Rprofile +.Rproj.user +.Rproj.user/ +.Ruserdata + +# produced vignettes +vignettes/*.html +vignettes/*.pdf + +# OAuth2 token, see https://github.com/hadley/httr/releases/tag/v0.3 +.httr-oauth + +# knitr and R markdown default cache directories +*_cache/ +/cache/ + +# Temporary files created by R markdown +*.utf8.md +*.knit.md + +# R Environment Variables +.Renviron + +# System files +*.DS_Store + +# vim files +*~ + +# python +venv/ +*.egg-info/* +__pycache__ + +# Results +_archived +*.zip +*.sample + +# Temp files +_gsdata_/ +~ +\~$* + +# Data +*.sav +*.sas7bdat +*.log +*.csv + + +# PolarMorphism +# PolarMorphism/eur_w_ld_chr* +# PolarMorphism/proxySearch_CAC_CAD* + + + diff --git a/AE_OLINK_LPL_and_MACE.Rproj b/AE_OLINK_LPL_and_MACE.Rproj new file mode 100644 index 0000000..8e3c2eb --- /dev/null +++ b/AE_OLINK_LPL_and_MACE.Rproj @@ -0,0 +1,13 @@ +Version: 1.0 + +RestoreWorkspace: Default +SaveWorkspace: Default +AlwaysSaveHistory: Default + +EnableCodeIndexing: Yes +UseSpacesForTab: Yes +NumSpacesForTab: 2 +Encoding: UTF-8 + +RnwWeave: Sweave +LaTeX: pdfLaTeX diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..cfe676c --- /dev/null +++ b/LICENSE @@ -0,0 +1,403 @@ +Attribution-NonCommercial-NoDerivatives 4.0 International + +======================================================================= + +Creative Commons Corporation ("Creative Commons") is not a law firm and +does not provide legal services or legal advice. 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+ + + + + + + +
+

Plasma Lipoprotein Lipase is associated with Risk for Future Major +Adverse Cardiovascular Events in Patients Following Carotid +Endarterectomy

+ +

Joost Mekke1, Maarten C. Verwer1, Erik S.G. +Stroes2, Jeffrey Kroon2, Leo Timmers3, +Gerard Pasterkamp4, Gert Jan de Borst1, Sander W. +van der Laan4, Dominique P.V. de Kleijn1,5.

+

1) Department of Vascular Surgery, Division of Surgical +Specialties, University Medical Center Utrecht, Utrecht University, +Utrecht, the Netherlands. 2) Department of Experimental Vascular +Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, location +AMC, Amsterdam, the Netherlands. 3) Department of Cardiology, +St. Antonius Hospital Nieuwegein, Nieuwegein, The Netherlands. 4) +Central Diagnostic Laboratory, Division Laboratories and Pharmacy, +University Medical Center Utrecht, Utrecht University, Utrecht, the +Netherlands. 5) Netherlands Heart Institute, Utrecht, The +Netherlands.

+
+

Abstract

+

Introduction Carotid plaque intraplaque hemorrhage +(IPH) is associated with future cardiovascular events. For this, we +hypothesized that plasma proteins associated with carotid plaque IPH are +also likely to be associated with Major Adverse Cardiovascular Events +(MACE) after carotid endarterectomy (CEA).

+

Methods In pre-operative blood samples from patients +undergoing CEA within the Athero-Express biobank, we measured proteins +involved in cardiovascular disease using three OLINK® proteomics +immunoassays. We analyzed the association of proteins with IPH using +logistic regression analyses. Subsequently, we analyzed the association +of the IPH associated plasma proteins with the three-year postoperative +risk of MACE (including stroke, myocardial infarction or cardiovascular +death).

+

Results Within the three-year follow-up, 130 +patients (18,9%) out of 688 symptomatic and asymptomatic patients +undergoing CEA developed MACE. We found that six out of 276 plasma +proteins were significantly associated with IPH, from which only +Lipoprotein Lipase (LPL) was associated with the postoperative risk of +MACE undergoing CEA. Within the 30-day perioperative period high plasma +LPL was independently associated with an increased risk for MACE +(adjusted HR per SD:1.60(1.10-2.30), p=0.014). From 30-days up and till +3-years, however, high LPL was associated with a lower risk for MACE +(adjusted HR per SD:0.80(0.65-0.99), p=0.036).

+

Conclusion High LPL concentrations, were found to be +associated with a higher risk for MACE in the first 30 postoperative +days but associated with a lower risk MACE in the time period from 30 +days up and till 3 years, meaning that LPL has different hazards at +different time points.

+
+
+

Where do I start?

+

You can load this project in RStudio by opening the file called +‘AE_OLINK_LPL_and_MACE.Rproj’.

+
+

Project structure

+ + +++++ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
FileDescriptionUsage
README.mdDescription of projectHuman editable
AE_OLINK_LPL_and_MACE.RprojProject fileLoads project
LICENSEUser permissionsRead only
.worcsWORCS metadata YAMLRead only
renv.lockReproducible R environmentRead only
imagesimage directory for projectHuman editable
scriptsScripts directoryHuman editable
+ + + + + +
+
+
+

Reproducibility

+

This project uses the Workflow for Open Reproducible Code in Science +(WORCS) to ensure transparency and reproducibility. The workflow is +designed to meet the principles of Open Science throughout a research +project.

+

To learn how WORCS helps researchers meet the TOP-guidelines and FAIR +principles, read the preprint at https://osf.io/zcvbs/

+
+

WORCS: Advice for authors

+ +
+
+

WORCS: Advice for readers

+

Please refer to the vignette on reproducing a WORCS +project for step by step advice. + + +

+
+
+
+

Citations

+

Using our work? Please cite our work:

+
Plasma Lipoprotein Lipase is associated with Risk for Future Major Adverse Cardiovascular Events in Patients Following Carotid Endarterectomy
+Joost Mekke, Maarten C. Verwer, Erik S.G. Stroes, Jeffrey Kroon, Leo Timmers, Gerard Pasterkamp, Gert Jan de Borst, Sander W. van der Laan, Dominique P.V. de Kleijn.
+medRxiv 2022.05.02.22273844; doi: https://doi.org/10.1101/2022.05.02.22273844
+
+
+

Data availability

+

The data used in this project are available through a DataverseNL +repository. The data are sensitive since they involve personal +information of patients. There are also restrictions on use by +commercial parties, and on sharing openly based on (inter)national laws +and regulations and the written informed consent. Therefore these data +(and additional clinical data) are only available upon discussion and +signing a Data Sharing Agreement (see Terms of Access) and within a +specially designed UMC Utrecht provided environment.

+
+
+

Acknowledgements, disclosures, and funding

+

We are thankful for the support of the Netherlands CardioVascular +Research Initiative of the Netherlands Heart Foundation (CVON 2011/B019 +and CVON 2017-20: Generating the best evidence-based pharmaceutical +targets for atherosclerosis [GENIUS I&II]), the ERA-CVD program +‘druggable-MI-targets’ (grant number: 01KL1802), and the Leducq +Fondation ‘PlaqOmics’.

+

Funding for this research was provided by a EU H2020 TO_AITION grant +no. 848146 (to Dr. Sander W. van der Laan).

+

Dr. Sander W. van der Laan has received Roche funding for unrelated +work.

+

Plaque samples are derived from arterial endarterectomies as part of +the Athero-Express +Biobank Study which is an ongoing study in the UMC Utrecht. We would +like to thank all the (former) employees involved in the Athero-Express +Biobank Study of the Departments of Surgery of the St. Antonius Hospital +Nieuwegein and University Medical Center Utrecht for their continuing +work. In particular we would like to thank (in no particular order) +Marijke Linschoten, Arjan Samani, Petra H. Homoed-van der Kraak, Tim +Bezemer, Tim van de Kerkhof, Joyce Vrijenhoek, Evelyn Velema, Ben van +Middelaar, Sander Reukema, Robin Reijers, Joëlle van Bennekom, and Bas +Nelissen. Lastly, we would like to thank all participants of the +Athero-Express Biobank Study; without you these studies would not be +possible.

+
+ + + + + + +
+
+

Changes log

+
Version:      v1.0.0</br>
+Last update:  2022-09-05</br>
+Written by:   Joost M. Mekke; Sander W. van der Laan.
+    
+* v1.0.0 Initial version.
+
+
+
+

Creative Commons BY-NC-ND 4.0

+ +
+
+
+ + + + +
+ + + + + + + + + + + + + + + diff --git a/README.md b/README.md index c1357b3..f54e2d0 100644 --- a/README.md +++ b/README.md @@ -1,22 +1,38 @@ -# Readme +## Plasma Lipoprotein Lipase is associated with Risk for Future Major Adverse Cardiovascular Events in Patients Following Carotid Endarterectomy +Joost Mekke1, Maarten C. Verwer1, Erik S.G. Stroes2, Jeffrey Kroon2, Leo Timmers3, Gerard Pasterkamp4, Gert Jan de Borst1, Sander W. van der Laan4, Dominique P.V. de Kleijn1,5. + +1) Department of Vascular Surgery, Division of Surgical Specialties, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands. 2) Department of Experimental Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, location AMC, Amsterdam, the Netherlands. 3) Department of Cardiology, St. Antonius Hospital Nieuwegein, Nieuwegein, The Netherlands. 4) Central Diagnostic Laboratory, Division Laboratories and Pharmacy, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands. 5) Netherlands Heart Institute, Utrecht, The Netherlands. -## Where do I start? +### Abstract + +**Introduction** Carotid plaque intraplaque hemorrhage (IPH) is associated with future cardiovascular events. For this, we hypothesized that plasma proteins associated with carotid plaque IPH are also likely to be associated with Major Adverse Cardiovascular Events (MACE) after carotid endarterectomy (CEA). + +**Methods** In pre-operative blood samples from patients undergoing CEA within the Athero-Express biobank, we measured proteins involved in cardiovascular disease using three OLINK® proteomics immunoassays. We analyzed the association of proteins with IPH using logistic regression analyses. Subsequently, we analyzed the association of the IPH associated plasma proteins with the three-year postoperative risk of MACE (including stroke, myocardial infarction or cardiovascular death). + +**Results** Within the three-year follow-up, 130 patients (18,9%) out of 688 symptomatic and asymptomatic patients undergoing CEA developed MACE. We found that six out of 276 plasma proteins were significantly associated with IPH, from which only Lipoprotein Lipase (LPL) was associated with the postoperative risk of MACE undergoing CEA. Within the 30-day perioperative period high plasma LPL was independently associated with an increased risk for MACE (adjusted HR per SD:1.60(1.10-2.30), p=0.014). From 30-days up and till 3-years, however, high LPL was associated with a lower risk for MACE (adjusted HR per SD:0.80(0.65-0.99), p=0.036). + +**Conclusion** High LPL concentrations, were found to be associated with a higher risk for MACE in the first 30 postoperative days but associated with a lower risk MACE in the time period from 30 days up and till 3 years, meaning that LPL has different hazards at different time points. + + +### Where do I start? You can load this project in RStudio by opening the file called 'AE_OLINK_LPL_and_MACE.Rproj'. -## Project structure +#### Project structure -File | Description | Usage ---------------------------- | -------------------------- | -------------- -README.md | Description of project | Human editable -AE_OLINK_LPL_and_MACE.Rproj | Project file | Loads project -LICENSE | User permissions | Read only -.worcs | WORCS metadata YAML | Read only -prepare_data.R | Script to process raw data | Human editable -renv.lock | Reproducible R environment | Read only +File | Description | Usage +--------------------------- | --------------------------- | -------------- +README.md | Description of project | Human editable +AE_OLINK_LPL_and_MACE.Rproj | Project file | Loads project +LICENSE | User permissions | Read only +.worcs | WORCS metadata YAML | Read only +renv.lock | Reproducible R environment | Read only +images | image directory for project | Human editable +scripts | Scripts directory | Human editable + @@ -24,7 +40,7 @@ renv.lock | Reproducible R environment | Read only -# Reproducibility +### Reproducibility This project uses the Workflow for Open Reproducible Code in Science (WORCS) to ensure transparency and reproducibility. The workflow is designed to meet the @@ -33,14 +49,62 @@ principles of Open Science throughout a research project. To learn how WORCS helps researchers meet the TOP-guidelines and FAIR principles, read the preprint at https://osf.io/zcvbs/ -## WORCS: Advice for authors +#### WORCS: Advice for authors * To get started with `worcs`, see the [setup vignette](https://cjvanlissa.github.io/worcs/articles/setup.html) * For detailed information about the steps of the WORCS workflow, see the [workflow vignette](https://cjvanlissa.github.io/worcs/articles/workflow.html) -## WORCS: Advice for readers +#### WORCS: Advice for readers Please refer to the vignette on [reproducing a WORCS project]() for step by step advice. + +### Citations + +Using our work? Please cite our work: + + Plasma Lipoprotein Lipase is associated with Risk for Future Major Adverse Cardiovascular Events in Patients Following Carotid Endarterectomy + Joost Mekke, Maarten C. Verwer, Erik S.G. Stroes, Jeffrey Kroon, Leo Timmers, Gerard Pasterkamp, Gert Jan de Borst, Sander W. van der Laan, Dominique P.V. de Kleijn. + medRxiv 2022.05.02.22273844; doi: https://doi.org/10.1101/2022.05.02.22273844 + + +### Data availability + +The data used in this project are available through a [DataverseNL repository](https://dataverse.nl/dataset.xhtml?persistentId=doi:10.34894/S8PXOJ "Replication Data for: Plasma Lipoprotein Lipase is associated with Risk for Future Major Adverse Cardiovascular Events in Patients Following Carotid Endarterectomy"). The data are sensitive since they involve personal information of patients. There are also restrictions on use by commercial parties, and on sharing openly based on (inter)national laws and regulations and the written informed consent. Therefore these data (and additional clinical data) are only available upon discussion and signing a Data Sharing Agreement (see Terms of Access) and within a specially designed UMC Utrecht provided environment. + +### Acknowledgements, disclosures, and funding + +We are thankful for the support of the Netherlands CardioVascular Research Initiative of the Netherlands Heart Foundation (CVON 2011/B019 and CVON 2017-20: Generating the best evidence-based pharmaceutical targets for atherosclerosis [GENIUS I&II]), the ERA-CVD program 'druggable-MI-targets' (grant number: 01KL1802), and the Leducq Fondation 'PlaqOmics'. + +Funding for this research was provided by a EU H2020 TO_AITION grant no. 848146 (to Dr. Sander W. van der Laan). + +Dr. Sander W. van der Laan has received Roche funding for unrelated work. + +Plaque samples are derived from arterial endarterectomies as part of the [Athero-Express Biobank Study](https://doi.org/10.1007/s10564-004-2304-6) which is an ongoing study in the UMC Utrecht. We would like to thank all the (former) employees involved in the Athero-Express Biobank Study of the Departments of Surgery of the St. Antonius Hospital Nieuwegein and University Medical Center Utrecht for their continuing work. In particular we would like to thank (in no particular order) Marijke Linschoten, Arjan Samani, Petra H. Homoed-van der Kraak, Tim Bezemer, Tim van de Kerkhof, Joyce Vrijenhoek, Evelyn Velema, Ben van Middelaar, Sander Reukema, Robin Reijers, Joëlle van Bennekom, and Bas Nelissen. Lastly, we would like to thank all participants of the Athero-Express Biobank Study; without you these studies would not be possible. + +
+ +#### Changes log + + Version: v1.0.0
+ Last update: 2022-09-05
+ Written by: Joost M. Mekke; Sander W. van der Laan. + + * v1.0.0 Initial version. + +------------------------------------------------------------------------ + +#### Creative Commons BY-NC-ND 4.0 + +##### Copyright (c) 2022. [Joost M. Mekke](https://github.com/jmekke) \| [Sander W. van der Laan](https://github.com/swvanderlaan). +This is a human-readable summary of (and not a substitute for) the [license](LICENSE). You are free to: Share, copy and redistribute the material in any medium or format. The licencor cannot revoke these freedoms as long as you follow the license terms. + +Under the following terms:
+- Attribution --- You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
+- NonCommercial --- You may not use the material for commercial purposes.
+- NoDerivatives --- If you remix, transform, or build upon the material, you may not distribute the modified material.
+- No additional restrictions --- You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits. + +Notices: You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation. No warranties are given. The license may not give you all of the permissions necessary for your intended use. 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8 lightpurple #A8448A (168,68,138) => 8 +### 9 purple #9A3480 (154,52,128) => 9 +### 10 lavendel #8D5B9A (141,91,154) => 10 +### 11 bluepurple #705296 (112,82,150) => 11 +### 12 purpleblue #686AA9 (104,106,169) => 12 +### 13 lightpurpleblue #6173AD (97,115,173/101,120,180) => 13 +### 14 seablue #4C81BF (76,129,191) => 14 +### 15 skyblue #2F8BC9 (47,139,201) => 15 +### 16 azurblue #1290D9 (18,144,217) => 16 or 0.01 17 +### 18 greenblue #15A6C1 (21,166,193) => 18 +### 19 seaweedgreen #5EB17F (94,177,127) => 19 +### 20 yellowgreen #86B833 (134,184,51) => 20 +### 21 lightmossgreen #C5D220 (197,210,32) => 21 +### 22 mossgreen #9FC228 (159,194,40) => 22 or MAF>0.20 or 0.6 23/X +### 24 green #49A01D (73,160,29) => 24/Y +### 25 grey #595A5C (89,90,92) => 25/XY or MAF<0.01 or 0.0 26/MT +### +### ADDITIONAL COLORS +### 27 midgrey #D7D8D7 +### 28 verylightgrey #ECECEC" +### 29 white #FFFFFF +### 30 black #000000 +###---------------------------------------------------------------------------------------------- + +uithof_color = c("#FBB820","#F59D10","#E55738","#DB003F","#E35493","#D5267B", + "#CC0071","#A8448A","#9A3480","#8D5B9A","#705296","#686AA9", + "#6173AD","#4C81BF","#2F8BC9","#1290D9","#1396D8","#15A6C1", + "#5EB17F","#86B833","#C5D220","#9FC228","#78B113","#49A01D", + "#595A5C","#A2A3A4", "#D7D8D7", "#ECECEC", "#FFFFFF", "#000000") + +uithof_color_legend = c("#FBB820", "#F59D10", "#E55738", "#DB003F", "#E35493", + "#D5267B", "#CC0071", "#A8448A", "#9A3480", "#8D5B9A", + "#705296", "#686AA9", "#6173AD", "#4C81BF", "#2F8BC9", + "#1290D9", "#1396D8", "#15A6C1", "#5EB17F", "#86B833", + "#C5D220", "#9FC228", "#78B113", "#49A01D", "#595A5C", + "#A2A3A4", "#D7D8D7", "#ECECEC", "#FFFFFF", "#000000") + +#ggplot2 default color palette +gg_color_hue <- function(n) { + hues = seq(15, 375, length = n + 1) + hcl(h = hues, l = 65, c = 100)[1:n] +} + +### ---------------------------------------------------------------------------- \ No newline at end of file diff --git a/scripts/create_worcs.R b/scripts/create_worcs.R new file mode 100644 index 0000000..45b8baa --- /dev/null +++ b/scripts/create_worcs.R @@ -0,0 +1,9 @@ +worcs::worcs_project( + path = ".", # the current folder + manuscript = "none", # edit this if you want a manuscript + preregistration = "none", # edit this if you want a preregistration + add_license = "CC_BY-NC-ND_4.0", + use_renv = TRUE, + remote_repo = "git@github.com:CirculatoryHealth/AE_OLINK_LPL_and_MACE.git", # add git repo + verbose = TRUE +) \ No newline at end of file diff --git a/scripts/functions.R b/scripts/functions.R new file mode 100755 index 0000000..0ad7749 --- /dev/null +++ b/scripts/functions.R @@ -0,0 +1,550 @@ +################################################################################ +# GENERAL FUNCTIONS +################################################################################ + +# Auto installer +install.packages.auto <- function(x) { + x <- as.character(substitute(x)) + if(isTRUE(x %in% .packages(all.available = TRUE))) { + eval(parse(text = sprintf("require(\"%s\")", x))) + } else { + # Update installed packages - this may mean a full upgrade of R, which in turn + # may not be warrented. + #update.install.packages.auto(ask = FALSE) + eval(parse(text = sprintf("install.packages(\"%s\", dependencies = TRUE, repos = \"https://cloud.r-project.org/\")", x))) + } + if(isTRUE(x %in% .packages(all.available = TRUE))) { + eval(parse(text = sprintf("require(\"%s\")", x))) + } else { + if (!requireNamespace("BiocManager")) + install.packages("BiocManager") + BiocManager::install() # this would entail updating installed packages, which in turned may not be warrented + + # Code for older versions of R (<3.5.0) + # source("http://bioconductor.org/biocLite.R") + # Update installed packages - this may mean a full upgrade of R, which in turn + # may not be warrented. + # biocLite(character(), ask = FALSE) + eval(parse(text = sprintf("BiocManager::install(\"%s\")", x))) + eval(parse(text = sprintf("require(\"%s\")", x))) + } +} + + +################################################################################ +# (GENERAL) LINEAR/LOGISTIC MODELING +################################################################################ +# Function to grep data from glm()/lm() + +### CONTINUOUS TRAITS +GLM.CON <- function(fit, DATASET, x_name, y, verbose=c(TRUE,FALSE)){ + cat("Analyzing in dataset '", DATASET ,"' the association of '", x_name ,"' with '", y ,"' .\n") + if (nrow(summary(fit)$coefficients) == 1) { + output = c(DATASET, x_name, y, rep(NA,8)) + cat("Model not fitted; probably singular.\n") + }else { + cat("Collecting data.\n\n") + effectsize = summary(fit)$coefficients[2,1] + SE = summary(fit)$coefficients[2,2] + OReffect = exp(summary(fit)$coefficients[2,1]) + CI_low = exp(effectsize - 1.96 * SE) + CI_up = exp(effectsize + 1.96 * SE) + tvalue = summary(fit)$coefficients[2,3] + pvalue = summary(fit)$coefficients[2,4] + R = summary(fit)$r.squared + R.adj = summary(fit)$adj.r.squared + sample_size = nrow(model.frame(fit)) + N = study.samplesize + Perc_Miss = 100 - ((sample_size * 100)/N) + + output = c(DATASET, x_name, y, effectsize, SE, OReffect, CI_low, CI_up, tvalue, pvalue, R, R.adj, N, sample_size, Perc_Miss) + + if (verbose == TRUE) { + cat("We have collected the following and summarize it in an object:\n") + cat("Dataset...................:", DATASET, "\n") + cat("Score/Exposure/biomarker..:", x_name, "\n") + cat("Trait/outcome.............:", y, "\n") + cat("Effect size...............:", round(effectsize, 6), "\n") + cat("Standard error............:", round(SE, 6), "\n") + cat("Odds ratio (effect size)..:", round(OReffect, 3), "\n") + cat("Lower 95% CI..............:", round(CI_low, 3), "\n") + cat("Upper 95% CI..............:", round(CI_up, 3), "\n") + cat("T-value...................:", round(tvalue, 6), "\n") + cat("P-value...................:", signif(pvalue, 8), "\n") + cat("R^2.......................:", round(R, 6), "\n") + cat("Adjusted r^2..............:", round(R.adj, 6), "\n") + cat("Sample size of AE DB......:", N, "\n") + cat("Sample size of model......:", sample_size, "\n") + cat("Missing data %............:", round(Perc_Miss, 6), "\n") + } else { + cat("Collecting data in summary object.\n") + } + } + return(output) + print(output) +} + +### BINARY TRAITS +GLM.BIN <- function(fit, DATASET, x_name, y, verbose=c(TRUE,FALSE)){ + cat("Analyzing in dataset '", DATASET ,"' the association of '", x_name ,"' with '", y ,"' ...\n") + if (nrow(summary(fit)$coefficients) == 1) { + output = c(DATASET, x_name, y, rep(NA,9)) + cat("Model not fitted; probably singular.\n") + }else { + cat("Collecting data...\n") + effectsize = summary(fit)$coefficients[2,1] + SE = summary(fit)$coefficients[2,2] + OReffect = exp(summary(fit)$coefficients[2,1]) + CI_low = exp(effectsize - 1.96 * SE) + CI_up = exp(effectsize + 1.96 * SE) + zvalue = summary(fit)$coefficients[2,3] + pvalue = summary(fit)$coefficients[2,4] + dev <- fit$deviance + nullDev <- fit$null.deviance + modelN <- length(fit$fitted.values) + R.l <- 1 - dev / nullDev + R.cs <- 1 - exp(-(nullDev - dev) / modelN) + R.n <- R.cs / (1 - (exp(-nullDev/modelN))) + sample_size = nrow(model.frame(fit)) + N = study.samplesize + Perc_Miss = 100 - ((sample_size * 100)/N) + + output = c(DATASET, x_name, y, effectsize, SE, OReffect, CI_low, CI_up, zvalue, pvalue, R.l, R.cs, R.n, N, sample_size, Perc_Miss) + if (verbose == TRUE) { + cat("We have collected the following and summarize it in an object:\n") + cat("Dataset...................:", DATASET, "\n") + cat("Score/Exposure/biomarker..:", x_name, "\n") + cat("Trait/outcome.............:", y, "\n") + cat("Effect size...............:", round(effectsize, 6), "\n") + cat("Standard error............:", round(SE, 6), "\n") + cat("Odds ratio (effect size)..:", round(OReffect, 3), "\n") + cat("Lower 95% CI..............:", round(CI_low, 3), "\n") + cat("Upper 95% CI..............:", round(CI_up, 3), "\n") + cat("Z-value...................:", round(zvalue, 6), "\n") + cat("P-value...................:", signif(pvalue, 8), "\n") + cat("Hosmer and Lemeshow r^2...:", round(R.l, 6), "\n") + cat("Cox and Snell r^2.........:", round(R.cs, 6), "\n") + cat("Nagelkerke's pseudo r^2...:", round(R.n, 6), "\n") + cat("Sample size of AE DB......:", N, "\n") + cat("Sample size of model......:", sample_size, "\n") + cat("Missing data %............:", round(Perc_Miss, 6), "\n") + } else { + cat("Collecting data in summary object.\n") + } + } + return(output) + print(output) +} + + +################################################################################ +# REGIONAL ASSOCIATION PLOTTING +################################################################################ + + +# RACER singleRegionalAssocPlot +singlePlotRACER2 <- function (assoc_data, chr, build = "hg19", set = "protein_coding", + plotby, gene_plot = NULL, snp_plot = NULL, start_plot = NULL, + end_plot = NULL, label_lead = FALSE, + grey_colors = FALSE, + cred_set = FALSE, + gene_track_h = 3, gene_name_s = 2.5) { + if (missing(assoc_data)) { + stop("Please provide a data set to plot.") + } + else if (missing(chr)) { + stop("Please specify which chromosome you wish to plot.") + } + else if (missing(plotby)) { + stop("Please specify the method by which you wish to plot.") + } + else if (plotby == "gene") { + if (is.null(gene_plot)) { + stop("Please specify a gene to plot by.") + } + } + else if (plotby == "snp") { + if (is.null(snp_plot)) { + stop("Please specify a snp to plot by.") + } + } + else if (plotby == "coord") { + if (is.null(start_plot) | is.null(end_plot)) { + stop("Please specify start coordinate for plot.") + } + } + else { + message("All inputs are go.") + } + reqs = c("CHR", "POS", "LOG10P") + cols = colnames(assoc_data) + if (sum(reqs %in% cols) == 3) { + } + else { + stop("Association Data Set is missing a required column, please format your data set using formatRACER.R.") + } + reqs_2 = c("LD", "LD_BIN") + if (sum(reqs_2 %in% cols) == 2) { + } + else { + message("Association Data Set is missing LD data, the resulting plot won't have LD information, but you can add it using the ldRACER.R function.") + } + `%>%` <- magrittr::`%>%` + if (build == "hg38") { + utils::data(hg38) + chr_in = chr + colnames(hg38) = c("GENE_ID", "CHR", "TRX_START", "TRX_END", + "LENGTH", "GENE_NAME", "TYPE") + gene_sub = hg38[hg38$CHR == chr_in, ] + } + else if (build == "hg19") { + utils::data(hg19) + chr_in = chr + colnames(hg19) = c("GENE_ID", "CHR", "TRX_START", "TRX_END", + "LENGTH", "GENE_NAME", "TYPE") + gene_sub = hg19[hg19$CHR == chr_in, ] + } + if (set == "protein_coding") { + gene_sub = gene_sub[gene_sub$TYPE == "protein_coding", + ] + } + else { + gene_sub = gene_sub + } + if (sum(is.null(plotby)) == 1) { + stop("Please specify a method by which to plot.") + } + if (sum(is.null(plotby)) == 0) { + message("Plotting by...") + if ((plotby == "coord") == TRUE) { + message("coord") + start = start_plot + end = end_plot + } + else if ((plotby == "gene") == TRUE) { + message(paste("gene:", gene_plot)) + if (sum(is.null(gene_plot)) == 0) { + p = subset(gene_sub, gene_sub$GENE_NAME == gene_plot) + start = min(p$TRX_START) - 5e+05 + end = max(p$TRX_END) + 5e+05 + } + else { + message("No gene specified.") + } + } + else if ((plotby == "snp") == TRUE) { + message(paste("snp", snp_plot)) + q = assoc_data[assoc_data$RS_ID == snp_plot, ] + w = q$POS + w = as.numeric(as.character(w)) + start = w - 5e+05 + end = w + 5e+05 + } + } + gene_sub = subset(gene_sub, gene_sub$TRX_START > (start - + 50000)) + gene_sub = subset(gene_sub, gene_sub$TRX_END < (end + 50000)) + gene_sub = gene_sub[, c(3, 4, 6)] + gene_sub = reshape2::melt(gene_sub, id.vars = "GENE_NAME") + gene_sub$y_value = as.numeric(as.factor(gene_sub$GENE_NAME)) + plot_lab = subset(gene_sub, gene_sub$variable == "TRX_END") + message("Reading in association data") + in.dt <- as.data.frame(assoc_data) + in.dt$POS = as.numeric(as.character(in.dt$POS)) + in.dt$LOG10P = as.numeric(as.character(in.dt$LOG10P)) + in.dt$CHR = as.numeric(as.character(in.dt$CHR)) + in.dt = dplyr::filter(in.dt, .data$CHR == chr_in) + in.dt = dplyr::filter(in.dt, .data$POS > start) %>% dplyr::filter(.data$POS < + end) + if (label_lead == TRUE) { + message("Determining lead SNP") + lsnp_row = which(in.dt$LABEL == "LEAD") + label_data = in.dt[lsnp_row, ] + if (dim(label_data)[1] == 0) { + lsnp_row = in.dt[in.dt$LOG10P == max(in.dt$LOG10P), ] + label_data = lsnp_row[1, ] + } + } + + if (cred_set == TRUE) { + message("Collecting posterior probabilities") + ppsnp_row = which(in.dt$Posterior_Prob >= 0) + pp_data = in.dt[ppsnp_row, ] + if (dim(pp_data)[1] == 0) { + ppsnp_row = in.dt[in.dt$LOG10P == max(in.dt$LOG10P), ] + pp_data = ppsnp_row[1, ] + } + } + + + message("Generating Plot") + if ("LD" %in% colnames(in.dt) && "LD_BIN" %in% colnames(in.dt)) { + c = ggplot2::ggplot(gene_sub, ggplot2::aes_string(x = "value", + y = "y_value")) + ggplot2::geom_line(ggplot2::aes_string(group = "GENE_NAME"), + size = 2) + ggplot2::theme_minimal() + + ggplot2::geom_text(data = plot_lab, + ggplot2::aes_string(x = "value", y = "y_value", label = "GENE_NAME"), + hjust = -0.1, vjust = 0.3, + size = gene_name_s) + + ggplot2::theme(axis.title.y = ggplot2::element_text(color = "transparent", size = 28), + axis.text.y = ggplot2::element_blank(), + axis.ticks.y = ggplot2::element_blank(), + panel.border = element_blank(), + panel.grid.major = element_blank(), + panel.grid.minor = element_blank(), + axis.line.x = element_line(colour = "#595A5C")) + + ggplot2::xlab(paste0("chromosome ", + chr_in, " position")) + ggplot2::coord_cartesian(xlim = c(start, + end), ylim = c(0, (max(gene_sub$y_value) + 0.25))) + b = ggplot2::ggplot(in.dt, ggplot2::aes_string(x = "POS", + y = "LOG10P", color = "LD_BIN")) + ggplot2::geom_point() + + ggplot2::scale_colour_manual(values = c(`1.0-0.8` = "#DC0000FF", # "#DB003F", #"red", + `0.8-0.6` = "#F39B7FFF", # "#F59D10", #"darkorange1", + `0.6-0.4` = "#00A087FF", # "#49A01D", #"green1", + `0.4-0.2` = "#4DBBD5FF", # "#1290D9", #"skyblue1", + `0.2-0.0` = "#3C5488FF", # "#4C81BF", #"navyblue", + `NA` = "#A2A3A4" # "grey" + ), + drop = FALSE) + + labs(color = bquote(LD~r^2)) + + ggplot2::theme(panel.border = element_blank(), + panel.grid.major = element_blank(), + panel.grid.minor = element_blank(), + axis.line.x = element_blank(), + axis.line.y = element_line(colour = "#595A5C"), + axis.title.x=element_blank(), + axis.text.x=element_blank(), + axis.ticks.x=element_blank()) + + # ggplot2::xlab("Chromosome Position") + + # ggplot2::ylab("-log10(p-value)") + + ggplot2::ylab(bquote(-log[10]~(p-value))) + + ggplot2::coord_cartesian(xlim = c(start, end), ylim = c(min(in.dt$LOG10P), + max(in.dt$LOG10P))) + } + else { + c = ggplot2::ggplot(gene_sub, ggplot2::aes_string(x = "value", + y = "y_value")) + ggplot2::geom_line(ggplot2::aes_string(group = "GENE_NAME"), + size = 2) + ggplot2::theme_minimal() + + ggplot2::geom_text(data = plot_lab, + ggplot2::aes_string(x = "value", y = "y_value", label = "GENE_NAME"), + hjust = -0.1, vjust = 0.3, + size = gene_name_s) + + ggplot2::theme(axis.title.y = ggplot2::element_blank(), #ggplot2::element_text(color = "white", size = 28), + axis.text.y = ggplot2::element_blank(), + axis.ticks.y = ggplot2::element_blank(), + panel.border = element_blank(), + panel.grid.major = element_blank(), + panel.grid.minor = element_blank(), + axis.line.x = element_line(colour = "#595A5C")) + + ggplot2::xlab(paste0("chromosome ", + chr_in, " position")) + ggplot2::coord_cartesian(xlim = c(start, + end), ylim = c(0, (max(gene_sub$y_value) + 0.25))) + b = ggplot2::ggplot(in.dt, ggplot2::aes_string(x = "POS", + y = "LOG10P")) + ggplot2::geom_point() + ggplot2::theme(panel.border = element_blank(), + panel.grid.major = element_blank(), + panel.grid.minor = element_blank(), + axis.line.x = element_blank(), + axis.line.y = element_line(colour = "#595A5C"), + axis.title.x=element_blank(), + axis.text.x=element_blank(), + axis.ticks.x=element_blank()) + + # ggplot2::xlab("Chromosome Position") + + # ggplot2::ylab("-log10(p-value)") + + ggplot2::ylab(bquote(-log[10]~(p-value))) + + ggplot2::coord_cartesian(xlim = c(start, end), ylim = c(min(in.dt$LOG10P), + max(in.dt$LOG10P))) + } + if (label_lead == TRUE) { + b = b + geom_point(data = label_data, + aes_string(x = "POS", + y = "LOG10P"), + color = "#8491B4FF", # "#9A3480", #"purple") + fill = "#8491B4FF", # "#9A3480", + size = 4, shape = 23) + + b = b + geom_text(data = label_data, + aes_string(label = "RS_ID"), + color = "black", + size = 4, hjust = 1.25) + } + if (grey_colors == TRUE) { + b = b + geom_point(color = "#A2A3A4", fill = "#A2A3A4") + } + + if (cred_set == TRUE) { + + b = b + geom_point(data = pp_data, + aes_string(x = "POS", + y = "LOG10P")) + + geom_point(aes(colour = Posterior_Prob)) + + scale_colour_gradient( + low = "#F39B7FFF", # "#132B43", + high = "#DC0000FF", # "#56B1F7", + space = "Lab", + na.value = "#A2A3A4", # "grey50", + guide = "colourbar", + aesthetics = "colour" + ) + scale_fill_gradient( + low = "#F39B7FFF", # "#132B43", + high = "#DC0000FF", # "#56B1F7", + space = "Lab", + na.value = "#A2A3A4", # "grey50", + guide = "colourbar", + aesthetics = "colour" + ) + + } + + ggpubr::ggarrange(b, c, heights = c(gene_track_h, 1), nrow = 2, ncol = 1, + common.legend = TRUE, legend = "right") +} + + +################################################################################ +# MANHATTAN PLOTTING +################################################################################ +# based on the qqman package by Stephen Turner + + +manhattan_uu <- function (x, chr = "CHR", bp = "BP", p = "P", snp = "SNP", col = c("gray10", "gray60"), chrlabs = NULL, suggestiveline = -log10(1e-05), + genomewideline = -log10(5e-08), highlight = NULL, logp = TRUE, + annotatePval = NULL, annotateTop = TRUE, ...) { + CHR = BP = P = index = NULL + if (!(chr %in% names(x))) + stop(paste("Column", chr, "not found!")) + if (!(bp %in% names(x))) + stop(paste("Column", bp, "not found!")) + if (!(p %in% names(x))) + stop(paste("Column", p, "not found!")) + if (!(snp %in% names(x))) + warning(paste("No SNP column found. OK unless you're trying to highlight.")) + if (!is.numeric(x[[chr]])) + stop(paste(chr, "column should be numeric. Do you have 'X', 'Y', 'MT', etc? If so change to numbers and try again.")) + if (!is.numeric(x[[bp]])) + stop(paste(bp, "column should be numeric.")) + if (!is.numeric(x[[p]])) + stop(paste(p, "column should be numeric.")) + if (!is.null(x[[snp]])) + d = data.frame(CHR = x[[chr]], BP = x[[bp]], P = x[[p]], + pos = NA, index = NA, SNP = x[[snp]], stringsAsFactors = FALSE) + else d = data.frame(CHR = x[[chr]], BP = x[[bp]], P = x[[p]], + pos = NA, index = NA) + d <- d[order(d$CHR, d$BP), ] + if (logp) { + d$logp <- -log10(d$P) + } + else { + d$logp <- d$P + } + d$index = rep.int(seq_along(unique(d$CHR)), times = tapply(d$SNP, + d$CHR, length)) + nchr = length(unique(d$CHR)) + if (nchr == 1) { + d$pos = d$BP + xlabel = paste("Chromosome", unique(d$CHR), "position") + } + else { + lastbase = 0 + ticks = NULL + for (i in unique(d$index)) { + if (i == 1) { + d[d$index == i, ]$pos = d[d$index == i, ]$BP + } + else { + lastbase = lastbase + max(d[d$index == (i - 1), + "BP"]) + d[d$index == i, "BP"] = d[d$index == i, "BP"] - + min(d[d$index == i, "BP"]) + 1 + d[d$index == i, "pos"] = d[d$index == i, "BP"] + + lastbase + } + } + ticks <- tapply(d$pos, d$index, quantile, probs = 0.5) + xlabel = "Chromosome" + labs <- unique(d$CHR) + } + xmax = ceiling(max(d$pos) * 1.03) + xmin = floor(max(d$pos) * -0.03) + def_args <- list(xaxt = "n", bty = "n", xaxs = "i", yaxs = "i", + las = 1, pch = 20, xlim = c(xmin, xmax), ylim = c(0, + ceiling(max(d$logp))), xlab = xlabel, ylab = expression(-log[10](italic(p)))) + dotargs <- list(...) + do.call("plot", c(NA, dotargs, def_args[!names(def_args) %in% + names(dotargs)])) + if (!is.null(chrlabs)) { + if (is.character(chrlabs)) { + if (length(chrlabs) == length(labs)) { + labs <- chrlabs + } + else { + warning("You're trying to specify chromosome labels but the number of labels != number of chromosomes.") + } + } + else { + warning("If you're trying to specify chromosome labels, chrlabs must be a character vector") + } + } + if (nchr == 1) { + axis(1, ...) + } + else { + axis(1, at = ticks, labels = labs, ...) + } + col = rep_len(col, max(d$index)) + if (nchr == 1) { + with(d, points(pos, logp, pch = 20, col = col[1], ...)) + } + else { + icol = 1 + for (i in unique(d$index)) { + points(d[d$index == i, "pos"], d[d$index == i, "logp"], + col = col[icol], pch = 20, ...) + icol = icol + 1 + } + } + if (suggestiveline) + # abline(h = suggestiveline, col = "blue") # original + abline(h = suggestiveline, col = "#595A5C", lty = "dashed") # original + if (genomewideline) + # abline(h = genomewideline, col = "red") # original + abline(h = genomewideline, col = "#E55738", lty = "dashed") # original + if (!is.null(highlight)) { + if (any(!(highlight %in% d$SNP))) + warning("You're trying to highlight SNPs that don't exist in your results.") + d.highlight = d[which(d$SNP %in% highlight), ] + # with(d.highlight, points(pos, logp, col = "green3", pch = 20, ...)) # original + with(d.highlight, points(pos, logp, col = "#9FC228", pch = 20, ...)) + } + if (!is.null(annotatePval)) { + if (logp) { + topHits = subset(d, P <= annotatePval) + } + else topHits = subset(d, P >= annotatePval) + par(xpd = TRUE) + if (annotateTop == FALSE) { + if (logp) { + with(subset(d, P <= annotatePval), textxy(pos, + -log10(P), offset = 0.625, labs = topHits$SNP, + cex = 0.45), ...) + } + else with(subset(d, P >= annotatePval), textxy(pos, + P, offset = 0.625, labs = topHits$SNP, cex = 0.45), + ...) + } + else { + topHits <- topHits[order(topHits$P), ] + topSNPs <- NULL + for (i in unique(topHits$CHR)) { + chrSNPs <- topHits[topHits$CHR == i, ] + topSNPs <- rbind(topSNPs, chrSNPs[1, ]) + } + if (logp) { + textxy(topSNPs$pos, -log10(topSNPs$P), offset = 0.625, + labs = topSNPs$SNP, cex = 0.5, ...) + } + else textxy(topSNPs$pos, topSNPs$P, offset = 0.625, + labs = topSNPs$SNP, cex = 0.5, ...) + } + } + par(xpd = FALSE) +} \ No newline at end of file diff --git a/scripts/local.system.R b/scripts/local.system.R new file mode 100644 index 0000000..fbe541c --- /dev/null +++ b/scripts/local.system.R @@ -0,0 +1,99 @@ +################################################################################ +# LOCAL SYSTEM # +################################################################################ + +### Operating System Version +### MacBook Pro +ROOT_loc = "/Users/swvanderlaan" +STORAGE_loc = "/Users/swvanderlaan" +CLOUD_loc = "/Users/swvanderlaan/Library/Mobile Documents/com~apple~CloudDocs/" +ONEDRIVE_loc = "/Users/swvanderlaan/Library/CloudStorage/OneDrive-UMCUtrecht/Genomics" + +### MacBook Air +# ROOT_loc = "/Users/slaan3" +# STORAGE_loc = "/Users/slaan3" +# CLOUD_loc = "/Users/slaan3/Library/Mobile Documents/com~apple~CloudDocs/" +# ONEDRIVE_loc = "/Users/swvanderlaan/Library/CloudStorage/OneDrive-UMCUtrecht/Genomics" + +# STORAGE_loc = "/Volumes/LaCie" + +### Generic +LAB_loc = paste0(CLOUD_loc, "/Genomics/LabBusiness") + +AEDB_loc = paste0(ONEDRIVE_loc, "/Athero-Express/AE-AAA_GS_DBs") + +### Genetic and genomic data +PLINK_loc=paste0(STORAGE_loc,"/PLINK") +GWAS_loc=paste0(PLINK_loc,"/_GWAS_Datasets/_CHARGE_CAC") + +# genetic +AEGSQC_loc = paste0(PLINK_loc, "/_AE_ORIGINALS/AEGS_COMBINED_QC2018") +MICHIMP_loc=paste0(PLINK_loc,"/_AE_ORIGINALS/AEGS_COMBINED_EAGLE2_1000Gp3v5HRCr11") + +# sc rna +AESCRNA_loc = paste0(PLINK_loc, "/_AE_ORIGINALS/AESCRNA/prepped_data") + +# bulk rna +AERNA_loc = paste0(PLINK_loc, "/_AE_ORIGINALS/AERNA") + +### Project +# PROJECT_loc = paste0(PLINK_loc, "/analyses/grants/telomeregrant2022") +PROJECT_loc = paste0(STORAGE_loc, "/git/CirculatoryHealth/AE_OLINK_LPL_and_MACE") + +# use this if there is relevant information here. +ifelse(!dir.exists(file.path(PROJECT_loc, "/targets")), + dir.create(file.path(PROJECT_loc, "/targets")), + FALSE) +TARGET_loc = paste0(PROJECT_loc,"/targets") + +### SOME VARIABLES WE NEED DOWN THE LINE +TRAIT_OF_INTEREST = "PCSK9" # Phenotype +PROJECTNAME = "PCSK9" + +cat("\nCreate a new analysis directories.\n") + +cat("\n- general directory\n") +ifelse(!dir.exists(file.path(PROJECT_loc)), + dir.create(file.path(PROJECT_loc)), + FALSE) +ANALYSIS_loc = paste0(PROJECT_loc) + +cat("\n- for plots\n") +ifelse(!dir.exists(file.path(ANALYSIS_loc, "/PLOTS")), + dir.create(file.path(ANALYSIS_loc, "/PLOTS")), + FALSE) +PLOT_loc = paste0(ANALYSIS_loc,"/PLOTS") + +ifelse(!dir.exists(file.path(PLOT_loc, "/QC")), + dir.create(file.path(PLOT_loc, "/QC")), + FALSE) +QC_loc = paste0(PLOT_loc,"/QC") + +cat("\n- for output of summary results\n") +ifelse(!dir.exists(file.path(ANALYSIS_loc, "/OUTPUT")), + dir.create(file.path(ANALYSIS_loc, "/OUTPUT")), + FALSE) +OUT_loc = paste0(ANALYSIS_loc, "/OUTPUT") + +cat("\n- for baseline tables\n") +ifelse(!dir.exists(file.path(ANALYSIS_loc, "/BASELINE")), + dir.create(file.path(ANALYSIS_loc, "/BASELINE")), + FALSE) +BASELINE_loc = paste0(ANALYSIS_loc, "/BASELINE") + +cat("\n- for genetic analyses\n") +ifelse(!dir.exists(file.path(ANALYSIS_loc, "/SNP")), + dir.create(file.path(ANALYSIS_loc, "/SNP")), + FALSE) +SNP_loc = paste0(ANALYSIS_loc, "/SNP") + +cat("\n- for Cox regression results\n") +ifelse(!dir.exists(file.path(PLOT_loc, "/COX")), + dir.create(file.path(PLOT_loc, "/COX")), + FALSE) +COX_loc = paste0(PLOT_loc, "/COX") + + +setwd(paste0(PROJECT_loc)) +getwd() +list.files() \ No newline at end of file diff --git a/scripts/pack01.packages.R b/scripts/pack01.packages.R new file mode 100644 index 0000000..b2fadbc --- /dev/null +++ b/scripts/pack01.packages.R @@ -0,0 +1,48 @@ +################################################################################ +# PACKAGES TO LOAD # +################################################################################ + +cat("\n* General packages...\n") +install.packages.auto("credentials") +library("credentials") +credentials::set_github_pat() + +install.packages.auto("R.utils") + +install.packages.auto("readr") +install.packages.auto("optparse") +install.packages.auto("tools") +install.packages.auto("dplyr") +install.packages.auto("tidyr") +install.packages.auto("naniar") + +# To get 'data.table' with 'fwrite' to be able to directly write gzipped-files +# Ref: https://stackoverflow.com/questions/42788401/is-possible-to-use-fwrite-from-data-table-with-gzfile +# install.packages("data.table", repos = "https://Rdatatable.gitlab.io/data.table") +library(data.table) + +install.packages.auto("tidyverse") +install.packages.auto("knitr") +install.packages.auto("DT") +install.packages.auto("eeptools") + +install.packages.auto("haven") +install.packages.auto("tableone") + +install.packages.auto("BlandAltmanLeh") + +# Install the devtools package from Hadley Wickham +install.packages.auto('devtools') + +# for plotting +install.packages.auto("pheatmap") +install.packages.auto("forestplot") +install.packages.auto("ggplot2") + +install.packages.auto("ggpubr") + +install.packages.auto("UpSetR") + +devtools::install_github("thomasp85/patchwork") + +install.packages.auto("sjPlot") diff --git a/scripts/prepare_data.R b/scripts/prepare_data.R new file mode 100644 index 0000000..4b0396f --- /dev/null +++ b/scripts/prepare_data.R @@ -0,0 +1,6 @@ +# In this file, write the R-code necessary to load your original data file +# (e.g., an SPSS, Excel, or SAS-file), and convert it to a data.frame. Then, +# use the function open_data(your_data_frame) or closed_data(your_data_frame) +# to store the data. + +library(worcs)