Practical - LaManno Lab
BIO-603(LG) / 1 crédit
Enseignant: La Manno Gioele
Langue: Anglais
Remark: 3-day Block course, every year in January. To register, contact EDMS Administration
Frequency
Every year
Summary
Give students a feel for how single-cell genomics datasets are analyzed from raw data to data interpretation. Different steps of the analysis will be demonstrated and the most common statistical and bioinformatic techniques applied by the students. Data analysis in single-cell genomics.
Content
The students will be provided with a modest-sized single-cell transcriptomics raw dataset for without any biological context given initially. The students will learn how to use analysis tools and statistical methods to understand the biological process the dataset is capturing.
Starting from read-mapping, they will perform steps of data processing and quality control so to end up with a gene expression table.
On this data, the students will learn how to perform feature selection and data visualization. The combination of multivariate analysis routines and literature based search will lead to the an interpretation of the observed gene expression variation.
Note
Please note that you are not allowed to inscribe in your own group!
Note that 3 practical courses are mandatory for all EDMS students and that they have the priority; each course has between 2 to 4 possible slots.
Therefore, please do not register by yourself to this course, this will be done by the EDMS program administrator!
Keywords
single-cell, genomics, data analysis, transcriptomics
Learning Prerequisites
Required courses
A course that included python or R programming project.
Learning Outcomes
By the end of the course, the student must be able to:
- Perform a basic analysis of a single cell RNA-seq dataset autonomously
Assessment methods
Project report
Resources
Bibliography
Butler et al, Nature Biotechnology, 2018
Websites
Dans les plans d'études
- Nombre de places: 4
- Forme de l'examen: Rapport de TP (session libre)
- Matière examinée: Practical - LaManno Lab
- Cours: 6 Heure(s)
- TP: 18 Heure(s)
- Type: obligatoire