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Type: Internship Name (ID): 6-months internship available in genomics and health informatics (OP-20200211-102305) Supervised by: Raphaëlle LUISIER
6-months internship in Genomics and Health Informatics group at IdiapA 6-months paid internship is available in the group of Genomics and Health Informatics at the Idiap Research Institute in Martigny. This 6-month project is suitable as an external MS project.
Background Amyotrophic Lateral Sclerosis (ALS) is a rapidly progressive and incurable neurodegenerative disease. The early events underlying the disease remain poorly understood. As a dramatic consequence no effective treatment has been developed. We previously found that the molecular events leading to ALS start during early development [1, 2]. It remains however unknown how and when these affect individual cell behaviour.
Goal Time-lapse fluorescence live-cell imaging are rich data that can be used to detect and track individual cell's changes (size, morphology, movement) in space and time. The goal of the project is to develop an image analysis pipeline to extract and analyse single-cell phenotypic measurements from large-scale time-lapse fluorescence imaging data. Specifically it will involve:
- expansion on existing image analysis modules to obtain robust single-cell readouts from longitudinal images obtained from RFP labelling;
- development of statistical models to identify cellular trajectories associated with early stage of ALS development using the phenotypic features.
Framework This project is part of a larger one aiming to study how molecular biology shapes cellular morphology at early stage of ALS by integrating longitudinal cellular imaging with genomic data. It involves a close collaboration with the experimental laboratories of professor Rickie Patani (Stem Cell Research laboratory, Francis Crick Institute/ UCL, London ) and Andrea Serio (Neural Circuit Bioengineering group,Kings College, London).
Our research groupThe Genomics and Health Informatics group has recently been launched at Idiap to complement Idiap's research activities and expertise with genomics and bioinformatics. The research group develops computational methods to analyse and integrate large-scale data such as genomics, imaging and digital data to improve the understanding of the molecular biology behind neurodegenerative disorders, and also to identify disease biomarkers that assist in early detection of the disorders and in personalizing the treatment.
The candidateCandidates should have a Bachelor or Master degree (or in its final year) in an area relevant for the project and strong mathematical and computational skills. Candidates should be familiar with Python, R, and with the Linux environment. Experience in next-generation sequencing data, machine learning and image processing is an asset. Candidates do not necessarily have to have a biological background but should have a strong desire to directly work with experimental biologists. The candidates should have a good knowledge of English.
How to applyProspective candidates should apply through the Idiap Online Recruitment System (ORS) only. Inquiries about the position can be addressed to Dr. Raphaëlle Luisier ( email@example.com ). Review of applications will begin immediately and proceed until the position has been filled.
Idiap is an independent, not-for-profit, research institute recognized and funded by the Swiss Federal Government, the State of Valais, and the City of Martigny.
Idiap offers competitive salaries and conditions at all levels in a young, high-quality, dynamic, and multicultural environment. Idiap is an equal opportunity employer and is actively involved in the "Advancement of Women in Science" European initiative. The Institute seeks to maintain a principle of open competition (on the basis of merit) to appoint the best candidate, provides equal opportunity for all candidates, and equally encourage both genders to apply.
Idiap is located in the town of Martigny in Valais, a scenic region in the south of Switzerland, surrounded by the highest mountains of Europe, and offering exceptional quality of life, exciting recreational activities, including hiking, climbing and skiing, as well as varied cultural activities. It is within close proximity to Lausanne and Geneva. Although Idiap is located in the French part of Switzerland, English is the official working language. Free French lessons are also provided on a complimentary basis.
For frequently asked questions (FAQs) about living in Switzerland, please go to http://www.idiap.ch/en/faq
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