Job:Postdoctoral Fellow : Computational Biology – Synthetic Lethality in Cancer. University College Dublin, Ireland
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2.6 years ago
Colm • 0

The Ryan group at Systems Biology Ireland and the UCD School of Computer Science are recruiting postdoctoral fellows to work on computational approaches to understand and predict synthetic lethal interactions in cancer.

Project Description:

Synthetic lethality, where one gene becomes essential in the presence of a mutation in another, has emerged as a promising approach by which we might identify new therapeutic targets for a variety of cancer associated mutations. Advances in genetic screening technologies, most notably CRISPR gene-editing, have enabled large-scale efforts to identify new synthetic lethal targets in cancer. However, testing all human gene pairs for synthetic lethality in even a single cell line is well beyond the field’s current capacity. Furthermore, it has become clear that synthetic lethal interactions are highly context-specific: a combination of genetic perturbations that is lethal in one cell type or genetic background may be well tolerated in another. The nature of this context-specificity and the factors that influence it are almost entirely unknown. However, such knowledge is critical both for identifying new synthetic lethal therapies and for anticipating resistance to such therapies. The overall goal of this project is to understand what factors contribute to the context-specificity of synthetic lethality in cancer and to develop machine learning models capable of predicting context-specific synthetic lethality. Relevant recent papers from our lab include Lord et al, eLife (2020) and De Kegel et al, Cell Systems (2021).

This is an advanced research focused role, building on your prior experience as a post-doctoral fellow, where you will conduct a specified programme of research supported by research training under the supervision and direction of a Principal Investigator.

The primary purpose of the role is to develop new or advanced research skills and competences, on the processes of publication in peer-reviewed academic publications and scholarly dissemination, the development of funding proposals, and the supervision and mentorship of graduate students along with the opportunity to develop your skills in research led teaching.

Closing date: 17:00hrs (local Irish time) on 18 October 2021

Applications must be submitted by the closing date and time specified. Any applications which are still in progress at the closing time of 17:00hrs (Local Irish Time) on the specified closing date will be cancelled automatically by the system. UCD are unable to accept late applications.

To Apply, or to view the full job description, go to UCD Jobs website and search for job Ref. 013692

cancer-biology postdoc network machine-learning • 688 views
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