Single cell RNA-seq data analysis using Chipster
This course introduces single cell RNA-seq data analysis. It covers the processing of transcript counts from quality control and filtering to dimensional reduction, clustering, and differential expression analysis. You will also learn how to do integrated analysis of two samples. We use Seurat v3...
Keywords: scRNA-seq
Resource type: Slides, Training materials
Single cell RNA-seq data analysis using Chipster
https://www.csc.fi/web/training/-/single-cell-chipster-2019
https://tess.elixir-europe.org/materials/single-cell-rna-seq-data-analysis-using-chipster
This course introduces single cell RNA-seq data analysis. It covers the processing of transcript counts from quality control and filtering to dimensional reduction, clustering, and differential expression analysis. You will also learn how to do integrated analysis of two samples. We use Seurat v3 tools embedded in the user-friendly Chipster software.
Eija Korpelainen
Maria Lehtivaara
scRNA-seq
Biologists
bioinformaticians
How to use the statistics module of ArrayAnalysis.org for statistics analysis of microarray data
This tutorial how to statistically analyze microarray data with ArrayAnalysis.org website.
Keywords: ArrayAnalysis.org, microarray
How to use the statistics module of ArrayAnalysis.org for statistics analysis of microarray data
https://enanomapper.github.io/tutorials/Statistics/readme.html
https://tess.elixir-europe.org/materials/how-to-use-the-statistics-module-of-arrayanalysis-org-for-statistics-analysis-of-microarray-data
This tutorial how to statistically analyze microarray data with ArrayAnalysis.org website.
Anwesha Bohler
Egon Willighagen
Friederike Ehrhart
Lars Eijssen
Linda Rieswijk
Penny Nymark
ArrayAnalysis.org, microarray
post-docs
ELIXIR eLearning definitions
Materials from the asynchronous learning course "ELIXIR eLearning definitions"
Keywords: eLearning, training, EeLP
Resource type: course materials, Training materials, Documentation
ELIXIR eLearning definitions
https://elixir.mf.uni-lj.si/course/view.php?id=10
https://tess.elixir-europe.org/materials/elixir-elearning-definitions
Materials from the asynchronous learning course "ELIXIR eLearning definitions"
Brane Leskosek
Jure Dimec
Eija Korpelainen
Teresa Attwood
Sarah Morgan
Nicola Mulder
Celia van Gelder
Patricia Palagi
Brane Leskosek
Jure Dimec
Eija Korpelainen
Teresa Attwood
Sarah Morgan
Nicola Mulder
Celia van Gelder
Patricia Palagi
eLearning, training, EeLP
Researchers
teachers
Trainers
RNA-seq data analysis using Chipster
Materials from the ELIXIR tutorial “RNA-seq data analysis using Chipster”, Jan 31, 2017
Scientific topics: Transcriptomics, Genomics
Keywords: transcriptomics, RNA-Seq, eLearning, EeLP
Resource type: course materials, Training materials, Slides, Video
RNA-seq data analysis using Chipster
https://elixir.mf.uni-lj.si/course/view.php?id=9
https://tess.elixir-europe.org/materials/rna-seq-data-analysis-using-chipster
Materials from the ELIXIR tutorial “RNA-seq data analysis using Chipster”, Jan 31, 2017
Eija Korpelainen
Maria Lehtivaara
Eija Korpelainen
Maria Lehtivaara
Transcriptomics
Genomics
transcriptomics, RNA-Seq, eLearning, EeLP
Researchers
Single cell RNA-seq data analysis with Chipster
This course introduces single cell RNA-seq data analysis methods, tools and file formats. It covers the preprocessing steps of DropSeq data from raw reads to a digital gene expression matrix (DGE), and how to find sub-populations of cells using clustering with the Seurat tools. You will also...
Scientific topics: RNA-Seq
Keywords: RNA-Seq, Single Cell technologies, scRNA-seq
Resource type: course materials, Video
Single cell RNA-seq data analysis with Chipster
https://chipster.csc.fi/manual/courses.html#single-cell
https://tess.elixir-europe.org/materials/single-cell-rna-seq-data-analysis-with-chipster-6cc8f0fb-1c92-444b-ab19-b04fe6454430
This course introduces single cell RNA-seq data analysis methods, tools and file formats. It covers the preprocessing steps of DropSeq data from raw reads to a digital gene expression matrix (DGE), and how to find sub-populations of cells using clustering with the Seurat tools. You will also learn how to compare two samples and detect conserved cluster markers and differentially expressed genes in them. The user-friendly Chipster software is used in the exercises, so no Unix or R experience is required and the course is thus suitable for everybody.
Eija Korpelainen
Maria Lehtivaara
Eija Korpelainen
RNA-Seq
RNA-Seq, Single Cell technologies, scRNA-seq
Biologists
bioinformaticians
InterMine user tutorial
A tutorial for end users of InterMine
Keywords: Data querying, Data analysis, Data download, FAIR
Resource type: Tutorial
InterMine user tutorial
https://figshare.com/articles/InterMine_training_slides/4737313
https://tess.elixir-europe.org/materials/intermine-user-tutorial
A tutorial for end users of InterMine
Rachel Lyne
Yo Yehudi
Julie Sullivan
Data querying, Data analysis, Data download, FAIR
Life Science Researchers
Bioinformaticians
InterMine user manual
Documentation for end users on how to search for data, run simple and complex queries, analyse results and download data from any instance of InterMine.
Keywords: Data querying, data visualization, Data download, FAIR
Resource type: Documentation
InterMine user manual
http://flymine.readthedocs.io/en/latest
https://tess.elixir-europe.org/materials/intermine-user-manual
Documentation for end users on how to search for data, run simple and complex queries, analyse results and download data from any instance of InterMine.
Rachel Lyne
Julie Sullivan
Gos Micklem
Sergio Contrino
Yo Yehudi
Daniela Butano
Justin Clark-Casey
Data querying, data visualization, Data download, FAIR
Life Science Researchers
Bioinformaticians
InterMine operator manual
Documentation on how to install, configure and operate an InterMine instance.
Keywords: Data integration, Data analysis, Data publishing, FAIR
Resource type: Documentation
InterMine operator manual
http://intermine.readthedocs.io/en/latest
https://tess.elixir-europe.org/materials/intermine-operator-manual
Documentation on how to install, configure and operate an InterMine instance.
Julie Sullivan
Gos Micklem
Yo Yehudi
Sergio Contrino
Rachel Lyne
Daniela Butano
Justin Clark-Casey
Kevin Herald Reierskog
Data integration, Data analysis, Data publishing, FAIR
Bioinformaticians
software engineers
Informatics on High-Throughput Sequencing Data 2018 Module 6-De Novo Assmebly
Course covers the bioinformatics tools available for managing and interpreting high-throughput sequencing data, where the focus is on Illumina reads although information is applicable to all sequencer reads.
Informatics on High-Throughput Sequencing Data 2018 Module 6-De Novo Assmebly
https://bioinformaticsdotca.github.io/htseq_2018
https://tess.elixir-europe.org/materials/informatics-on-high-throughput-sequencing-data-2018-module-6-de-novo-assmebly
Course covers the bioinformatics tools available for managing and interpreting high-throughput sequencing data, where the focus is on Illumina reads although information is applicable to all sequencer reads.
Jared Simpson
Researchers
Post-Doctoral Fellows
Biologists, Genomicists, Computer Scientists
Graduate students
Informatics on High-Throughput Sequencing Data 2018 Module 1-Introduction to High-Throughput Sequencing
Course covers the bioinformatics tools available for managing and interpreting high-throughput sequencing data, where the focus is on Illumina reads although information is applicable to all sequencer reads.
Informatics on High-Throughput Sequencing Data 2018 Module 1-Introduction to High-Throughput Sequencing
https://bioinformaticsdotca.github.io/htseq_2018
https://tess.elixir-europe.org/materials/informatics-on-high-throughput-sequencing-data-2018-module-1-introduction-to-high-throughput-sequencing
Course covers the bioinformatics tools available for managing and interpreting high-throughput sequencing data, where the focus is on Illumina reads although information is applicable to all sequencer reads.
Jared Simpson
Researchers
Graduate students
Post-Doctoral Fellows
Biologists, Genomicists, Computer Scientists
Bioinformatics for Cancer Genomics 2018 Module 5-Genome Assembly
Course covers the key bioinformatics concepts and tools required to analyze cancer genomic data sets and access and work with data sets in the cloud.
Bioinformatics for Cancer Genomics 2018 Module 5-Genome Assembly
https://bioinformaticsdotca.github.io/bicg_2018
https://tess.elixir-europe.org/materials/bioinformatics-for-cancer-genomics-2018-module-5-genome-assembly
Course covers the key bioinformatics concepts and tools required to analyze cancer genomic data sets and access and work with data sets in the cloud.
Jared Simpson
Researchers
Graduate students
Biologists, Genomicists, Computer Scientists
Post-Doctoral Fellows
Bioinformatics for Cancer Genomics 2018 Module 4-Genome Alignment
Course covers the key bioinformatics concepts and tools required to analyze cancer genomic data sets and access and work with data sets in the cloud.
Bioinformatics for Cancer Genomics 2018 Module 4-Genome Alignment
https://bioinformaticsdotca.github.io/bicg_2018
https://tess.elixir-europe.org/materials/bioinformatics-for-cancer-genomics-2018-module-4-genome-alignment
Course covers the key bioinformatics concepts and tools required to analyze cancer genomic data sets and access and work with data sets in the cloud.
Jared Simpson
Researchers
Graduate students
Biologists, Genomicists, Computer Scientists
Post-Doctoral Fellows
How to install and load the Identifier Mapping Service with data needed for gene-to-variant and variant-to-gene
Tutorial describing how a BridgeDb Identifier Mapping Database (IMS) service can be started and used for gene-variant mapping.
Scientific topics: Genetic variation, Genomics
Resource type: Tutorial
How to install and load the Identifier Mapping Service with data needed for gene-to-variant and variant-to-gene
https://bigcat-um.github.io/BridgeDbVariantDatabase/Local_BridgeDb_IMS_installation.html
https://tess.elixir-europe.org/materials/how-to-install-and-load-the-identifier-mapping-service-with-data-needed-for-gene-to-variant-and-variant-to-gene
Tutorial describing how a BridgeDb Identifier Mapping Database (IMS) service can be started and used for gene-variant mapping.
Friederike Ehrhart
Jonathan Mélius
Egon Willighagen
Genetic variation
Genomics
Biologists
Bioinformatics for Cancer Genomics 2017 Module 3-Genome Alignment and Assembly
Course covers the bioinformatics tools required to analyze genomic data sets.
Bioinformatics for Cancer Genomics 2017 Module 3-Genome Alignment and Assembly
https://bioinformaticsdotca.github.io//bicg_2017
https://tess.elixir-europe.org/materials/bioinformatics-for-cancer-genomics-2017-module-3-genome-alignment-and-assembly
Course covers the bioinformatics tools required to analyze genomic data sets.
Jared Simpson
Researchers
Graduate students
Biologists, Genomicists, Computer Scientists
Post-Doctoral Fellows
Informatics on High-Throughput Sequencing Data 2017 Module 6-De Novo Assembly
Course covers the bioinformatics tools available for managing and interpreting high-throughput sequencing data with a focus on Illumina reads.
Informatics on High-Throughput Sequencing Data 2017 Module 6-De Novo Assembly
https://bioinformaticsdotca.github.io/htseq_2017
https://tess.elixir-europe.org/materials/informatics-on-high-throughput-sequencing-data-2017-module-6-de-novo-assembly
Course covers the bioinformatics tools available for managing and interpreting high-throughput sequencing data with a focus on Illumina reads.
Jared Simpson
Researchers
Graduate Students
Post-Doctoral Fellows
Biologists, Genomicists, Computer Scientists
Informatics on High-Throughput Sequencing Data 2017 Module 1-Introduction to High-Throughput Sequencing
Course covers the bioinformatics tools available for managing and interpreting high-throughput sequencing data with a focus on Illumina reads.
Informatics on High-Throughput Sequencing Data 2017 Module 1-Introduction to High-Throughput Sequencing
https://bioinformaticsdotca.github.io/htseq_2017
https://tess.elixir-europe.org/materials/informatics-on-high-throughput-sequencing-data-module-1-introduction-to-high-throughput-sequencing
Course covers the bioinformatics tools available for managing and interpreting high-throughput sequencing data with a focus on Illumina reads.
Jared Simpson
Researchers
Graduate students
Biologists, Genomicists, Computer Scientists
Post-Doctoral Fellows
High-Throughput Biology 2017 Module 6-De Novo Assembly
Course covers the key bioinformatics concepts and tools required to analyze DNA- and RNA- sequence reads using a reference genome.
High-Throughput Biology 2017 Module 6-De Novo Assembly
https://bioinformaticsdotca.github.io/high-throughput_biology_2017
https://tess.elixir-europe.org/materials/high-throughput-biology-2017-module-6-de-novo-assembly
Course covers the key bioinformatics concepts and tools required to analyze DNA- and RNA- sequence reads using a reference genome.
Jared Simpson
Researchers
Graduate students
Biologists, Genomicists, Computer Scientists
Post-Doctoral Fellows
High-Throughput Biology 2017 Module 1-Introduction to High-Throughput Sequencing
Course covers the key bioinformatics concepts and tools required to analyze DNA- and RNA- sequence reads using a reference genome.
High-Throughput Biology 2017 Module 1-Introduction to High-Throughput Sequencing
https://bioinformaticsdotca.github.io/high-throughput_biology_2017
https://tess.elixir-europe.org/materials/high-throughput-biology-2017-module-1-introduction-to-high-throughput-sequencing
Course covers the key bioinformatics concepts and tools required to analyze DNA- and RNA- sequence reads using a reference genome.
Jared Simpson
Graduate students
Post-Doctoral Fellows
Researchers
Biologists, Genomicists, Computer Scientists
Browsing the eNanoMapper ontology with BioPortal, AberOWL and Protégé
This tutorial explains how the eNanoMapper ontology can be browsed with three tools, of which two are online.
Keywords: nanotoxicology, Ontologies, BioPortal, AberOWL, Protégé
Resource type: Tutorial
Browsing the eNanoMapper ontology with BioPortal, AberOWL and Protégé
https://enanomapper.github.io/tutorials/BrowseOntology/Tutorial%20browsing%20eNM%20ontology.html
https://tess.elixir-europe.org/materials/browsing-the-enanomapper-ontology-with-bioportal-aberowl-and-protege
This tutorial explains how the eNanoMapper ontology can be browsed with three tools, of which two are online.
Egon Willighagen
Friederike Ehrhart
Linda Rieswijk
nanotoxicology, Ontologies, BioPortal, AberOWL, Protégé
PhD students
post-docs
Community analysis of amplicon sequencing data (16S rRNA)
This course introduces community analysis of amplicon sequencing data (16S rRNA). It covers preprocessing, taxonomic classification, and statistical analysis for marker gene studies. The user-friendly Chipster software is used in the exercises, so no Unix or R experience is required and the...
Resource type: course materials, Video
Community analysis of amplicon sequencing data (16S rRNA)
https://chipster.csc.fi/manual/courses.html#16S
https://tess.elixir-europe.org/materials/community-analysis-of-amplicon-sequencing-data-16s-rrna
This course introduces community analysis of amplicon sequencing data (16S rRNA). It covers preprocessing, taxonomic classification, and statistical analysis for marker gene studies. The user-friendly Chipster software is used in the exercises, so no Unix or R experience is required and the course is thus suitable for everybody.
Eija Korpelainen
Maria Lehtivaara
Jarno Tuimala
Anu Mikkonen
Virus detection using small RNA-seq
This course introduces the VirusDetect pipeline covering all the analysis steps and file formats. VirusDetect allows you to detect known viruses and identify news ones by sequencing small RNAs (siRNA) in host samples. siRNA sequences are assembled to contigs and compared to known virus sequences....
Scientific topics: RNA-Seq
Resource type: course materials, Video
Virus detection using small RNA-seq
https://chipster.csc.fi/manual/courses.html#virusdetect
https://tess.elixir-europe.org/materials/virus-detection-using-small-rna-seq
This course introduces the VirusDetect pipeline covering all the analysis steps and file formats. VirusDetect allows you to detect known viruses and identify news ones by sequencing small RNAs (siRNA) in host samples. siRNA sequences are assembled to contigs and compared to known virus sequences. The user-friendly Chipster software is used in the exercises, so no Unix or R experience is required and the course is thus suitable for everybody.
Eija Korpelainen
Eija Korpelainen
RNA-Seq
RNA-seq data analysis
This course introduces RNA-seq data analysis methods, tools and file formats. It covers all the steps from quality control and alignment to quantification and differential expression analysis, and also experimental design is discussed. The user-friendly Chipster software is used in the exercises,...
Scientific topics: RNA-Seq
Resource type: course materials, Video
RNA-seq data analysis
https://chipster.csc.fi/manual/courses.html#rna
https://tess.elixir-europe.org/materials/rna-seq-data-analysis-with-chipster
This course introduces RNA-seq data analysis methods, tools and file formats. It covers all the steps from quality control and alignment to quantification and differential expression analysis, and also experimental design is discussed. The user-friendly Chipster software is used in the exercises, so no Unix or R experience is required and the course is thus suitable for everybody.
Eija Korpelainen
Maria Lehtivaara
Eija Korpelainen
RNA-Seq
Metagenomics data analysis
This course covers metagenomics analysis from quality control, filtering and assembly to taxonomic classification, functional assignment and comparative metagenomics. In addition to covering the analysis of whole genome shotgun sequencing data, the course has also module on community analysis of...
Scientific topics: Metagenomics
Resource type: Video, course materials
Metagenomics data analysis
https://www.csc.fi/web/training/-/metagenomics
https://tess.elixir-europe.org/materials/metagenomics-data-analysis
This course covers metagenomics analysis from quality control, filtering and assembly to taxonomic classification, functional assignment and comparative metagenomics. In addition to covering the analysis of whole genome shotgun sequencing data, the course has also module on community analysis of amplicon sequencing data (16S rRNA). Finally, international databases and standards for storing the data are introduced. The course material includes slides, exercises and lecture videos.
The workshop is organized in collaboration with the ELIXIR EXCELERATE project and PRACE, and it is part of the PRACE Advanced Training Centre activity.
Eija Korpelainen
Nils Peder Willassen
Espen Mikal Robertsen
Erik Hjerde
Rob Finn
Anu Mikkonen
Jenni Hultman
Petri Auvinen
Kimmo Mattila
Maria Lehtivaara
Jarno Tuimala
Eija Korpelainen
Metagenomics
Genome assembly and validation
Course materials from the 2015 de novo course.
Keywords: Earlham Institute
Genome assembly and validation
https://documentation.tgac.ac.uk/download/attachments/9076756/04%20-%20Genome%20assembly%20and%20validation.pdf?api=v2
https://tess.elixir-europe.org/materials/genome-assembly-and-validation
Course materials from the 2015 de novo course.
Bernardo Clavijo
Richard Smith-Unna
Earlham Institute
Data QC and preparation
Course materials from the data QC and preparation course.
Keywords: Earlham Institute
Data QC and preparation
https://documentation.tgac.ac.uk/download/attachments/9076756/05%20-%20Data%20QC%20and%20preparation.pdf?api=v2
https://tess.elixir-europe.org/materials/data-qc-and-preparation
Course materials from the data QC and preparation course.
Bernardo Clavijo
Richard Smith-Unna
Earlham Institute
A simple genome assembly
Course materials from the 2015 De Novo course.
Keywords: Earlham Institute
A simple genome assembly
https://documentation.tgac.ac.uk/download/attachments/9076756/03%20-%20A%20simple%20genome%20assembly.pdf?api=v2
https://tess.elixir-europe.org/materials/a-simple-genome-assembly
Course materials from the 2015 De Novo course.
Bernardo Clavijo
Richard Smith-Unna
Earlham Institute
First pass assembly and QC
Course materials from the 2015 De Novo course.
Keywords: Earlham Institute
First pass assembly and QC
https://documentation.tgac.ac.uk/download/attachments/9076756/06%20-%20First%20pass%20assembly%20and%20QC.pdf?api=v2
https://tess.elixir-europe.org/materials/first-pass-assembly-and-qc
Course materials from the 2015 De Novo course.
Bernardo Clavijo
Richard Smith-Unna
Earlham Institute
Sequencing Technologies
Course materials from the 2015 de novo course.
Scientific topics: Sequencing
Keywords: De Novo, Earlham Institute
Sequencing Technologies
https://documentation.tgac.ac.uk/download/attachments/9076756/02%20-%20Sequencing%20Technologies.pdf?api=v2
https://tess.elixir-europe.org/materials/sequencing-technologies
Course materials from the 2015 de novo course.
Bernardo Clavijo
Richard Smith-Unna
Sequencing
De Novo, Earlham Institute
SeqAhead: NGS current challenges and data analysis for plant researchers
Complete course materials from the 2014 NGS course.
Keywords: next generation sequencing, Earlham Institute
SeqAhead: NGS current challenges and data analysis for plant researchers
https://documentation.tgac.ac.uk/download/attachments/9076925/SeqAhead%20NGS.rar?version=1&modificationDate=1439824066000&api=v2
https://tess.elixir-europe.org/materials/seqahead-ngs-current-challenges-and-data-analysis-for-plant-researchers
Complete course materials from the 2014 NGS course.
Bernardo Clavijo
Frederik Coppens
Keywan Hassani-Pak
Richard Leggett
Mirko Moser
Emily Pritchard
Richard Smith-Unna
Michela Troggio
next generation sequencing, Earlham Institute
RNA-seq data analysis: from raw reads to differentially expressed genes
This course material introduces the central concepts, analysis steps and file formats in RNA-seq data analysis. It covers the analysis from quality control to differential expression detection, and workflow construction and several data visualizations are also practised. The material consists of...
Scientific topics: Sequencing, RNA, Data architecture, analysis and design, Bioinformatics
Keywords: Bioinformatics, Differential expression, Ngs, Rna seq
RNA-seq data analysis: from raw reads to differentially expressed genes
https://www.mygoblet.org/training-portal/materials/rna-seq-data-analysis-raw-reads-differentially-expressed-genes
https://tess.elixir-europe.org/materials/rna-seq-data-analysis-from-raw-reads-to-differentially-expressed-genes
This course material introduces the central concepts, analysis steps and file formats in RNA-seq data analysis. It covers the analysis from quality control to differential expression detection, and workflow construction and several data visualizations are also practised. The material consists of 10-30 minute lectures intertwined with hands-on exercises, and it can be accomplished in a day. As the user-friendly Chipster software is used in the exercises, no prior knowledge of R/Bioconductor or Unix ir required, and the course is thus suitable for everybody. Our book RNA-seq data analysis: A practical approach (CRC Press) can be used as background reading.
The following topics and analysis tools are covered:
1. Introduction to the Chipster analysis platform
2. Quality control of raw reads (FastQC, PRINSEQ)
3. Preprocessing (Trimmomatic, PRINSEQ)
4. Alignment to reference genome (TopHat2)
5. Alignment level quality control (RseQC)
6. Quantitation (HTSeq)
7. Experiment level quality control with PCA and MDS plots
8. Differential expression analysis (DESeq2, edgeR)
-normalization
-dispersion estimation
-statistical testing
-controlling for batch effects, multifactor designs
-filtering
-multiple testing correction
9. Visualization of reads and results
-genome browser
-Venn diagram
-volcano plot
-plotting normalized counts for a gene
-expression profiles
10. Experimental design
Eija Korpelainen
Sequencing
RNA
Data architecture, analysis and design
Bioinformatics
Bioinformatics, Differential expression, Ngs, Rna seq
Bench biologists
Life Science Researchers
2015-12-04
2017-10-09