Position: Postdoc in Spatial Genomics
Department: Artificial Intelligence in Oncology
Code number: 2022-0153
The German Cancer Research Center is the largest biomedical research institution in Germany. With more than 3,000 employees, we operate an extensive scientific program in the field of cancer research.
The laboratory of Dr. Moritz Gerstung (Division of Artificial Intelligence in Oncoclogy) at the German Cancer Research Center (DKFZ) is looking for a postdoctoral fellow in spatial genomics. The group studies cancer evolution using a combination of AI analysis and new experimental technologies [1,2]. We have recently co-developed experimental protocols to detect mutations in tissue sections which map how cancers have grown in their tissue context [3]. This method, termed base specific in situ sequencing (BaSISS) extends the Cartana/10x ISS protocol. The BaSISS protocol combines sequencing of a tumour to identify mutations and localises these variants in a tumour section with single molecule padlock probes, which are interrogated by cyclic fluorescence microscopy. Our newly developed spot detection algorithm [4] then extracts signals from 100,000s of cells in a tissue, which are assembled into maps of subclonal growth. The protocols also allow for measuring the histopathological and transcriptomic changes acquired during tumour progression.
Job description:
We are looking for an experimental postdoc to apply these spatial genomics technologies to study the evolution of sarcomas and other cancer types. You will work alongside other lab members and in collaboration with the Single-cell Open Lab [5] to pursue our efforts to use spatial genomics for studying cancer evolution in our new lab at DKFZ [6] which opened in September 2021. Being part of an international interdisciplinary team working both experimentally and computationally will offer you a comprehensive training and opportunities to broaden your horizon in many ways. Furthermore, you will have the opportunity to take full advantage of all the training and social activities the DKFZ International Postdoc Program has to offer [7]. The starting date is flexible, depending on candidate preferences.
Your responsibilities:
- Implement and run BaSISS and general ISS experiments
- Run 10x visium spatial transcriptomics arrays on fresh and fixed tissues
- Implement other standard in situ hybridisation assays (e.g. RNAscope, Nanostring GeoMx) widely utilized in the field
Further information:
- Fu, Y. et al. Pan-cancer computational histopathology reveals mutations, tumor
composition and prognosis. Nature Cancer 1, 800–810 (2020) - Gerstung, M. et al. The evolutionary history of 2,658 cancers. Nature 578, 122–128
(2020) - Lomakin, A. et al. Spatial genomics maps the structure, character and evolution of
cancer clones. bioRxiv (2021) doi:10.1101/2021.04.16.439912 - Gataric, M. et al. PoSTcode: Probabilistic image-based spatial transcriptomics
decoder. bioRxiv (2021) doi:10.1101/2021.10.12.464086 - https://www.dkfz.de/en/single-cell-sequencing/open-lab.html
- https://www.dkfz.de/en/kuenstliche-intelligenz-in-der-onkologie/index.php
- https://www.dkfz.de/en/postdoc-program/index.html
Requirements:
Key skills:
- A PhD in biological sciences or related field, with a focus on histology
- Advanced experience with tissue preservation (e.g. fixation, cryo-preservation) and sectioning including both paraffin embedded and frozen tissue material
- Experience in fluorescence microscopy of cells or tissues
- A proven track record of delivering ambitious biomedical research projects
- Excellent communication skills in English and the ability to work effectively within a team
Desirable skills:
- Experience with immunohistochemistry and in situ hybridization
- Knowledge of image data pre-processing
- Ability to test, implement and troubleshoot new techniques and protocols
- Attention to detail and record keeping for sample and experimental tracking
We offer:
- Interesting, versatile workplace
- International, attractive working environment
- Campus with modern state-of-the-art infrastructure
- Salary according to TV-L including social benefits
- Possibility to work part-time
- Flexible working hours
- Comprehensive further training program
- Access to the DKFZ International Postdoc Program
Important notice:
The DKFZ is subject to the regulations of the Infection Protection Act (IfSG). As a consequence, only persons who present proof of immunity against measles as well as against COVID-19 may work at the DKFZ.
Earliest possible start date: as soon as possible
Duration: The position is limited to 3 years with the possibility of prolongation.
The position can in principle be part-time.
Application deadline: 15.06.2022
Contact:
Dr. Moritz Gerstung
Phone +49 (0)6221/42-4522
Please note that we do not accept applications submitted via email.
