FLOBAK LAB

Precision oncology guided by computational modelling and patient-derived tumouroids

The Research Group

Overview

The Flobak lab aims to develop next-generation diagnostics and therapies for cancer. We focus on targeted therapies, a newer class of drugs that impact cancer signalling rather than just killing fast-growing cells. These differ from traditional chemo by acting on regulators of growth, not growth itself. We believe rational drug combinations can truly personalise treatment for each patient. Our research follows two key paths: 1) computational simulation of drug effects, including combinations, and 2) lab testing on patient-derived tumour cells. This dual approach helps us better understand and improve therapy choices for individual patients.

"The real power lies in combining drugs smartly, not just using more of them."
"It’s not just about killing growing cells—it’s about disrupting cancer signalling that locks cells in constant growth."
"Targeted therapies have reshaped cancer care over the past 25 years, but we have not yet understood how to combine these drugs to push effects beyond what single drugs can do."

Main Research Areas

Computer simulations

Computer models and simulations replicate the behaviors of cancer cells using mathematical frameworks. By computationally predicting tumor responses to treatment, we gain a deeper understanding of cancer dynamics and can test many drug combinations in computer simulations, as well as pinpoint the mechanisms responsible for any observed treatment resistance and drug synergy.

High-content imaging

Morphological profiling by Cell Painting Assay is a high-content imaging technique. Through an optimized mixture of dyes, Cell Painting enables the extraction of information from every single cell, generating functional readouts that capture biological responses in ways that may not be readily detectable through viability and molecular profiling alone. AI-assisted image analyses help group cellular phenotypes based on cell and tissue architecture, as well as study induced phenotypes upon drug perturbations.

High throughput screening

We use high-throughput drug screening (HTS) to automate the testing of thousands of compounds for their biological activity. Utilizing robotics and advanced data analysis, HTS identifies potential drug candidates and synergistic drug combinations by evaluating their effects on specific targets, thereby expediting early-stage drug discovery.

Clinical trials

We bridge computational simulations and basic biology discoveries all the way to patients by running clinical trials, where we test new treatment strategies within safe and well-defined regulatory frameworks. Flobak is PI for the functional precision medicine trial COSENSE-1, and local PI in Central Norway for IMPRESS-Norway, the largest genomics-based precision medicine trial in Norway.

High-content imaging

Morphological profiling by Cell Painting Assay is a high-content imaging technique. Through an optimized mixture of dyes, Cell Painting enables the extraction of information from every single cell, generating functional readouts that capture biological responses in ways that may not be readily detectable through viability and molecular profiling alone. AI-assisted image analyses help group cellular phenotypes based on cell and tissue architecture, as well as study induced phenotypes upon drug perturbations.

High throughput screening

High-throughput screening (HTS) is an automated process that rapidly tests thousands of compounds for biological activity. Utilizing robotics and data analysis, HTS identifies potential drug candidates by evaluating their effects on specific targets, expediting early-stage drug discovery.

We use high-throughput drug screening (HTS) to automate the testing of thousands of compounds for their biological activity. Utilizing robotics and advanced data analysis, HTS identifies potential drug candidates and synergistic drug combinations by evaluating their effects on specific targets, thereby expediting early-stage drug discovery.

We use high-throughput drug screening (HTS) to automate the testing of thousands of compounds for their biological activity. Utilizing robotics and advanced data analysis, HTS identifies potential drug candidates and synergistic drug combinations by evaluating their effects on specific targets, thereby expediting early-stage drug discovery.

Clinical trials

We bridge computational simulations and basic biology discoveries all the way to patients by running clinical trials, where we test new treatment strategies within safe and well-defined regulatory frameworks. Flobak is PI for the functional precision medicine trial COSENSE-1, and local PI in Central Norway for IMPRESS-Norway, the largest genomics-based precision medicine trial in Norway.

Clinical trials

We bridge computational simulations and basic biology discoveries all the way to patients by running clinical trials, where we test new treatment strategies within safe and well-defined regulatory frameworks. Flobak is PI for the functional precision medicine trial COSENSE-1, and local PI in Central Norway for IMPRESS-Norway, the largest genomics-based precision medicine trial in Norway.

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Åsmund Flobak
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Funding bodies