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      RNA-Seq Analysis

Home
Introduction and Lectures
Intro to the Workshop and Core
Schedule
What is Bioinformatics/Genomics?
Experimental Design and Cost Estimation
RNA Sequencing Technologies - Dr. Lutz Froenicke
Support
Zoom
Slack
Cheat Sheets
Software and Links
Scripts
Prerequisites
CLI
R
Data Reduction
Files and Filetypes
Prepare dataset
Preprocessing raw data
Indexing a Genome
Alignment with Star
Generating counts tables
Alignment/Counts with Salmon (Extra)
3' TagSeq
Data analysis
Prepare R for data analysis
Annotation from BioMart
Differential Expression Analysis
Pathway Analysis
Comparison between STAR and Salmon
ETC
Closing thoughts
Workshop Photos
Github page
Report Errors
Biocore website

Quick Introduction to the Workshop and Core

The mission of the Bioinformatics Core facility is to facilitate outstanding omics-scale research through these activities:

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Staff and Students

Our team offers custom bioinformatics services to academic and private organizations. We have a strong academic background with a focus on cutting edge, open source software. We replicate standard analysis pipelines (best practices) when appropriate, and/or develop novel applications and pipelines when needed, however we always emphasize biological interpretation of the data.

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Contacts

Workshop Materials

Workshop materials are all posted on github, and publicly available

http://bioinformatics.ucdavis.edu/training

https://registration.genomecenter.ucdavis.edu/

https://ucdavis-bioinformatics-training.github.io/

https://ucdavis-bioinformatics-training.github.io/2023-June-RNA-Seq-Analysis/

Workshop Goals

Computing Cluster

A portion of this course will be conducted on our servers and compute cluster (tadpole.genomecenter.ucdavis.edu).

To get an account.
https://computing.genomecenter.ucdavis.edu

Request an account -> sponsor is “Bioinformatics Core Workshop”

Instructions on how to get an account have been sent by email.

If you already have, or have had in the past, an account on our systems, then please tell us your username, or email, and we will add you to the workshop. Do not create a new account

Cluster usage will be under the slurm reservation ‘rnaworkshop’

Structure of the Workshops

Given the current Covid19 pandemic, and stay in place orders around the world, we’ve decided to take our popular bioinformatic workshops virtual. Our intent is to offer as close to an experience we can to our in-person workshops. We will hold the same goals and strive for a similar lecture/hand-on ratio. We will be using multiple technologies in order to help facilitate a maximum amount of interaction.

Zoom

Course lecture, discussions, and one-on-one help/troubleshooting will be conducted using a zoom meeting.

Because video is involved, we ask everyone to be respectful and we reserve the right to remove someone if they are being disrespectful or disruptive.

Learn more about how we use Zoom in our workshops.

Slack

Text based communication will be conducted via a Slack channel. Staff will be monitoring the Slack channel to answer questions (and schedule a Zoom break out room if needed). If you know the answer to someone else’s question, feel free to answer it.

Learn more about how we use Slack in our workshops.

Patience

We ask for a little more patience as we have a wide background in workshop participants, but we are committed to providing you the best educational experience we can (under the current conditions).