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Institute of Bioorganic Chemistry Polish Academy of Sciences poszukuje doktora na stanowisko Postdoc w Laboratorium Bioinformatics. Projekt dotyczy predykcji odpowiedzi na immunoterapię w melanoma, wykorzystując metabolity jelitowego mykobiomu oraz dane metagenomiczne, metabolomiczne i immunofenotypowanie.
Zakres prac obejmuje analizy multi-omics, tworzenie modeli ML, przygotowywanie raportów i publikacji, nadzór studentów oraz prezentacje wyników.
Institute of Bioorganic Chemistry Polish Academy of Sciences
Organisation/Company Institute of Bioorganic Chemistry Polish Academy of Sciences Department Laboratory of Bioinformatics Research Field Biological sciences » Biology Researcher Profile Recognised Researcher (R2) Positions Postdoc Positions Application Deadline 2 Nov 2026 - 23:59 (Europe/Brussels) Country Poland Type of Contract Temporary Job Status Full-time Hours Per Week 40 Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Reference Number 12/2026/SN Is the Job related to staff position within a Research Infrastructure? No
KEYWORDS: bioinformatics, metagenomics, metabolomics, cancer, machine learning, artificial intelligence
Research topic Prediction of response to immunotherapy in melanoma using metabolic signatures of the gut mycobiome.
The main objective of the project is to develop novel, interpretable predictive models for response to immunotherapy in patients with advanced melanoma, based on the functional activity of gut fungi (mycobiota) and their metabolites. Current research indicates that the gut microbiome plays a significant role in modulating immune responses andtheefficacy of cancer immunotherapies; however, most existing studies focus on bacteria and taxonomic descriptions, which offer limited predictive power and poor biological interpretability. This project focuses ontheunderexplored fungal component of the microbiome, which exhibits distinct metabolic capacities and the ability to interact with both the host immune system and bacterial communities. It is hypothesised that the functional and metabolic properties ofthe gut mycobiota, rather than its taxonomic composition alone, may represent a key determinant of response toimmunotherapy. The analyses will be conducted on a cohort of patients with advanced melanoma treated withimmune checkpoint inhibitors (anti-PD-1 therapy), using metagenomic, metabolomic, andclinical data. Integration of these datasets will enable the identification of metabolic pathways and metabolites associated with treatment efficacy, as well as the development of machine learning models with high predictive performance and strong biological interpretability. The ultimate aim of the project is to move from descriptive microbiome analyses towards a functional and mechanistic understanding of the role of the gut mycobiota inmodulating anti-tumour immune responses, and to identify potential non-invasive biomarkers of immunotherapy response, which may contribute to the development of precision oncology.
Research shall be carried out within the 2025/59/D/NZ2/00484 NCN project entitled “Prediction of response to immunotherapy in melanoma using metabolic signatures of the gut mycobiome”, funded by National Science Centre.
The expected salary is approximately PLN 14,250 gross.
The candidate should have:
*According to NCN requirements, only individuals who obtained a doctoral degree no earlier than 12 years before the year of employment in the project may be admitted. This period may be extended by the time spent on long-term (over 90 days) documented sickness benefits or rehabilitation benefits due to incapacity for work. Additionally, theperiod may be extended by the number of months spent on leave for the care and upbringing of children, asspecified under the Labor Code. For women, this period may also be increased by 18 months for each born oradopted child ifthis method of accounting for breaks in the scientific career is more advantageous.
Furthermore, according to NCN requirements, individuals who obtained a doctoral degree at an institution other than the Institute of Bioorganic Chemistry of the Polish Academy of Sciences, or those who earned the degree at ICHB PAN but completed a continuous, documented postdoctoral internship of at least 9 months at an institution other than the project-implementing entity and in a country different from where the doctoral degree was obtained, may be admitted.
The position is available immediately (depending on the competition results) and is offered for a period of 32 months, with the possibility of extension to 36 months. The expected salary is approximately PLN 14,250 gross. Employment will be inaccordance with the provisions of the Labor Code.
For additional information please contact the Principal Investigator:
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