Workflows
What is a Workflow?Filters
Overview
Developmental version of MSC: This github page contains developmental version of R package for Multi-scale clustering (MSC) to perform single-cell transcriptome clustering. The manuscript is currently under review.
Installation:
MEGENA needs to be installed, prior to MSC installation: library(devtools); install_github("songw01/MEGENA");
For installation for developmental github version: library(devtools); install_github("songlabcodes/MSC");
Vignettes [PBMC 8k ...
RepeatMasking Workflow
This workflow uses RepeatModeler and RepeatMasker for genome analysis.
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RepeatModeler is a software package for identifying and modeling de novo families of transposable elements (TEs). At the heart of RepeatModeler are three de novo repeat search programs (RECON, RepeatScout and LtrHarvest/Ltr_retriever) which use complementary computational methods to identify repeat element boundaries and family relationships from sequence data.
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RepeatMasker is a program that analyzes ...
This workflow allows you to annotate a genome with Helixer and evaluate the quality of the annotation using BUSCO and Genome Annotation statistics. GFFRead is also used to predict protein sequences derived from this annotation, and BUSCO and OMArk are used to assess proteome quality.
This workflow uses eggNOG mapper and InterProScan for functional annotation of protein sequences.
This workflow allows for genome annotation using Maker and evaluates the quality of the annotation.
This workflow runs the FEELnc tool to annotate long non-coding RNAs. Before annotating these long non-coding RNAs, StringTie will be used to assemble the RNA-seq alignments into potential trancriptions. The gffread tool provides a genome annotation file in GTF format.
This workflow shows Flexynesis usage for predicting survival markers from a multi-omics dataset
Associated Tutorial
This workflows is part of the tutorial Identifing Survival Markers of Brain tumor with Flexynesis, available in the GTN
Features
- Includes Galaxy Workflow Tests ...
MRanalysis is an interactive R Shiny application designed for Mendelian randomization analysis.
MRanalysis
Mendelian randomization (MR) has emerged as a powerful epidemiological method for inferring causal relationships between exposures and outcomes using genome-wide association study (GWAS) summary data. By leveraging instrumental variables (IVs), such as single nucleotide polymorphisms (SNPs), MR can revolutionize our understanding of disease etiology, ...
This workflow analyses a given astrophysics text (e.g. Astronomer's Telegram https://astronomerstelegram.org/). It extracts positions of mentioned astronomical sources and provides possible optical counter-parts with photometric data. The corresponding photometric data can be further used to estimate the redshit of the optical sources, that is a measure of the distance between the Earth and the optical source.
Given the fact that the the tool that estimates the photometric redshift is still in ...
Tests