Package: RQdeltaCT 1.3.1
Daniel Zalewski
RQdeltaCT: Relative Quantification of Gene Expression using Delta Ct Methods
The commonly used methods for relative quantification of gene expression levels obtained in real-time PCR (Polymerase Chain Reaction) experiments are the delta Ct methods, encompassing 2^-dCt and 2^-ddCt methods, originally proposed by Kenneth J. Livak and Thomas D. Schmittgen (2001) <doi:10.1006/meth.2001.1262>. The main idea is to normalise gene expression values using endogenous control gene, present gene expression levels in linear form by using the 2^-(value)^ transformation, and calculate differences in gene expression levels between groups of samples (or technical replicates of a single sample). The 'RQdeltaCT' package offers functions that cover both methods for comparison of either independent groups of samples or groups with paired samples, together with importing expression datasets, performing multi-step quality control of data, enabling numerous data visualisations, enrichment of the standard workflow with additional useful analyses (correlation analysis, Receiver Operating Characteristic analysis, logistic regression), and conveniently export obtained results in table and image formats. The package has been designed to be friendly to non-experts in R programming.
Authors:
RQdeltaCT_1.3.1.tar.gz
RQdeltaCT_1.3.1.zip(r-4.5)RQdeltaCT_1.3.1.zip(r-4.4)RQdeltaCT_1.3.1.zip(r-4.3)
RQdeltaCT_1.3.1.tgz(r-4.4-any)RQdeltaCT_1.3.1.tgz(r-4.3-any)
RQdeltaCT_1.3.1.tar.gz(r-4.5-noble)RQdeltaCT_1.3.1.tar.gz(r-4.4-noble)
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RQdeltaCT.pdf |RQdeltaCT.html✨
RQdeltaCT/json (API)
# Install 'RQdeltaCT' in R: |
install.packages('RQdeltaCT', repos = c('https://donadelnal.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/donadelnal/rqdeltact/issues
- data.Ct - Gene expression dataset for RQdeltaCT package.
- data.Ct.10vs10 - Gene expression dataset for RQdeltaCT package - a reduced version.
- data.Ct.3groups - Gene expression dataset for RQdeltaCT package - variant with three groups.
- data.Ct.pairwise - Gene expression dataset for RQdeltaCT package. Siutable for pairwise analysis.
Last updated 1 months agofrom:ac7389579d. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 06 2024 |
R-4.5-win | OK | Nov 06 2024 |
R-4.5-linux | OK | Nov 06 2024 |
R-4.4-win | OK | Nov 06 2024 |
R-4.4-mac | OK | Nov 06 2024 |
R-4.3-win | OK | Nov 06 2024 |
R-4.3-mac | OK | Nov 06 2024 |
Exports:control_boxplot_genecontrol_boxplot_samplecontrol_cluster_genecontrol_cluster_samplecontrol_Ct_barplot_genecontrol_Ct_barplot_samplecontrol_heatmapcontrol_pca_genecontrol_pca_samplecorr_genecorr_sampledelta_CtFCh_plotfilter_Ctfilter_transformed_datafind_ref_genelog_regmake_Ct_readynorm_finderparallel_plotpca_kmeansread_Ct_longread_Ct_wideresults_barplotresults_boxplotresults_heatmapresults_volcanoROChRQ_dCtRQ_ddCtsingle_pair_genesingle_pair_sample
Dependencies:askpassbackportsbase64encbitbit64blobbootbroombslibcachemcallrcellrangercheckmateclicliprclustercodetoolscoincolorspaceconfintrconflictedcorrplotcpp11crayonctrlGenecurldata.tableDBIdbplyrdigestdplyrdtplyrevaluatefansifarverfastmapfontawesomeforcatsforeignFormulafsgarglegenericsGGallyggplot2ggpmiscggppggsignifggstatsgluegoogledrivegooglesheets4GPArotationgridExtragtablehavenhighrHmischmshtmlTablehtmltoolshtmlwidgetshttridsisobandjquerylibjsonliteknitrlabelinglatticelibcoinlifecyclelmodel2lubridatemagrittrMASSMatrixMatrixModelsmatrixStatsmemoisemgcvmimemnormtmodelrmodeltoolsmultcompmultcompViewmunsellmvtnormnlmennetoddsratioopensslpatchworkpheatmappillarpkgconfigplyrpolynomprettyunitspROCprocessxprogresspspsychpurrrquantregR6raggrappdirsRColorBrewerRcppreadrreadxlrematchrematch2reprexrlangrmarkdownrpartrstudioapirvestsandwichsassscalesselectrSparseMsplus2RstringistringrsurvivalsyssystemfontstextshapingTH.datatibbletidyrtidyselecttidyversetimechangetinytextzdbutf8uuidvctrsviridisviridisLitevroomwithrxfunxml2xtsyamlzoo