Package: MEAT 1.17.0

Sarah Voisin

MEAT: Muscle Epigenetic Age Test

This package estimates epigenetic age in skeletal muscle, using DNA methylation data generated with the Illumina Infinium technology (HM27, HM450 and HMEPIC).

Authors:Sarah Voisin [aut, cre], Steve Horvath [ctb]

MEAT_1.17.0.tar.gz
MEAT_1.17.0.zip(r-4.5)MEAT_1.17.0.zip(r-4.4)MEAT_1.17.0.zip(r-4.3)
MEAT_1.17.0.tgz(r-4.4-any)MEAT_1.17.0.tgz(r-4.3-any)
MEAT_1.17.0.tar.gz(r-4.5-noble)MEAT_1.17.0.tar.gz(r-4.4-noble)
MEAT_1.17.0.tgz(r-4.4-emscripten)MEAT_1.17.0.tgz(r-4.3-emscripten)
MEAT.pdf |MEAT.html✨
MEAT/json (API)

# Install 'MEAT' in R:

install.packages('MEAT', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sarah-voisin/meat/issues

Datasets:

CpGs_in_MEAT - Description of the CpGs used in MEAT
CpGs_in_MEAT2.0 - Description of the CpGs used in MEAT2.0
GSE121961 - GSE121961 methylation data
GSE121961_pheno - GSE121961 phenotypes
elasticnet_model_MEAT - Elastic net model used in the original muscle clock (MEAT).
elasticnet_model_MEAT2.0 - Elastic net model used in the updated muscle clock (MEAT 2.0).
gold.mean.MEAT - Mean methylation in dataset GSE50498 reduced to the 19,401 CpGs of MEAT
gold.mean.MEAT2.0 - Mean methylation in dataset GSE50498 reduced to the 18,747 CpGs of MEAT 2.0

On BioConductor:MEAT-1.17.0(bioc 3.20)MEAT-1.16.0(bioc 3.19)

bioconductor-package

3 exports 0.61 score 165 dependencies 14 mentions

Last updated 2 months agofrom:38799c036d

Exports:BMIQcalibration clean_beta epiage_estimation

Dependencies:abind affy affyio annotate AnnotationDbi askpass base64 beanplot BH Biobase BiocGenerics BiocIO BiocManager BiocParallel Biostrings bit bit64 bitops blob bumphunter cachem cli clipr cluster codetools colorspace cpp11 crayon curl data.table DBI DelayedArray DelayedMatrixStats digest doRNG dplyr dynamicTreeCut evaluate fansi farver fastmap FDb.InfiniumMethylation.hg19 foreach formatR futile.logger futile.options genefilter generics GenomeInfoDb GenomeInfoDbData GenomicAlignments GenomicFeatures GenomicRanges GEOquery ggplot2 glmnet glue gtable HDF5Array highr hms httr IlluminaHumanMethylation450kanno.ilmn12.hg19 illuminaio impute IRanges isoband iterators jsonlite KEGGREST KernSmooth knitr labeling lambda.r lattice lifecycle limma locfit lumi magrittr MASS Matrix MatrixGenerics matrixStats mclust memoise methylumi mgcv mime minfi multtest munsell nleqslv nlme nor1mix openssl org.Hs.eg.db pillar pkgconfig plogr plyr png preprocessCore prettyunits progress purrr quadprog R.methodsS3 R.oo R.utils R6 RColorBrewer Rcpp RcppEigen RCurl readr reshape reshape2 restfulr rhdf5 rhdf5filters Rhdf5lib Rhtslib rjson rlang rngtools ROC RPMM Rsamtools RSQLite rtracklayer S4Arrays S4Vectors scales scrime shape siggenes snow SparseArray sparseMatrixStats statmod stringi stringr SummarizedExperiment survival sys tibble tidyr tidyselect TxDb.Hsapiens.UCSC.hg19.knownGene tzdb UCSC.utils utf8 vctrs viridisLite vroom wateRmelon withr xfun XML xml2 xtable XVector yaml zlibbioc

MEAT (Muscle Epigenetic Age Test)

Sarah Voisin

Rendered fromMEAT.Rmdusingknitr::knitron Jun 30 2024.

Last update: 2021-08-12
Started: 2020-01-13

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Calibrate methylation data to a gold standard.	BMIQcalibration
Clean beta-matrix.	clean_beta
Description of the CpGs used in MEAT	CpGs_in_MEAT
Description of the CpGs used in MEAT2.0	CpGs_in_MEAT2.0
Elastic net model used in the original muscle clock (MEAT).	elasticnet_model_MEAT
Elastic net model used in the updated muscle clock (MEAT 2.0).	elasticnet_model_MEAT2.0
Estimates age in skeletal muscle from calibrated DNA methylation profiles.	epiage_estimation
Mean methylation in dataset GSE50498 reduced to the 19,401 CpGs of MEAT	gold.mean.MEAT
Mean methylation in dataset GSE50498 reduced to the 18,747 CpGs of MEAT 2.0	gold.mean.MEAT2.0
GSE121961 methylation data	GSE121961
GSE121961 phenotypes	GSE121961_pheno