Åsmund Flobak
About
Project leader for the ERA PerMed project OncoLogics and project leader for the RCN project PRESORT. Principal Investigator at St Olavs hospital for the clinical trial IMPRESS-Norway.
Links to Relevant Webpages:
Twitter: https://twitter.com/asmundflobak
Video: https://www.youtube.com/watch?v=N4NzEyo_HQo
Biography:
Medical doctor 2005 and Master of Science in Nanotechnology 2013. Medical internship 2006-2007, clinical oncology 2009, residential radiologist 2010-2011, PhD 2011-2016, jointly clinical oncology and research from 2016 at The Cancer Clinic, St Olavs University hospital and at The Norwegian University of Science and Technology.
My research project during medical studies focused on simulation of signal transduction, and my master project in nanotechnology focused on a transfection platform using nanowires for high throughput transfection.
Working as a residential oncologist in 2009 I was puzzled by how many novel drugs, with specific targets in signal transduction networks, only produced modest benefits and only for some of my patients. Targeted therapies are different from traditional chemotherapeutic agents in that it is not the growth capacity but rather regulators deciding on growth that are the drug targets. I started my PhD autumn 2011 to explore options for drug combination response prediction.
During my PhD I focused on a drug panel of 7 targeted drugs and the corresponding 21 pairwise combinations, and integrated prior knowledge on the signaling mechanisms affected by the drugs with specific molecular states characterizing my experimental system, the AGS cell line. I finished my PhD from NTNU in 2016, titled “Systems Medicine: From Modeling Systems Perturbations to Predicting Drug Synergies”. During my PhD I did both experiments in the wet-lab (cell lines, drug screening, xenograft experiments), and in the dry-lab (building logical models for drug combination response prediction, development of a pipeline in Java for drug synergy studies).
I’m lead developer of the DrugLogics pipeline for drug synergy and resistance predictions. Our pipeline produces models tailored to single samples for drug synergy simulation and prediction. The automated pipeline takes as input prior knowledge describing molecular mechanisms for targeted drugs, and omics data describing a given cell line or tissue. Based on these two inputs calibrated models are generated, which can predict drug synergies or resistance for single cell lines or tissues. I have also designed the high throughput experiment we currently use as a benchmark for our drug synergy predictions, encompassing 171 pairwise combinations of targeted therapies (mostly kinase inhibitors and some protein interaction inhibitors).
HealthTalk: IMPRESS-Norway - Large national cancer precision medicine trial (interview in English)
Contribution to the Different Sub-projects
Publications
2022
-
Zobolas, John;
Monteiro, Pedro T.;
Kuiper, Martin;
Flobak, Åsmund.
(2022)
Boolean function metrics can assist modelers to check and choose logical rules.
Journal of Theoretical Biology.
volum 538.
Academic article
2021
-
Flobak, Åsmund.
(2021)
IMPRESS-Norway presentert ved Onkologisk Forum 2020.
Onkonytt.
Popular scientific article
-
Touré, Vasundra;
Flobak, Asmund;
Niarakis, Anna;
Vercruysse, Steven;
Kuiper, Martin.
(2021)
The status of causality in biological databases: data resources and data retrieval possibilities to support logical modeling.
Briefings in Bioinformatics.
volum 22 (4).
Scientific translation/review
2020
-
Comte, Blandine;
Baumbach, Jan;
Benis, Arriel;
Basílio, José;
Debeljak, Nataša;
Flobak, Åsmund;
Franken, Christian;
Harel, Nissim;
He, Feng;
Kuiper, Martin;
Juan Albino Méndez, Pérez;
Pujos-Guillot, Estelle;
Režen, Tadeja;
Rozman, Damjana;
Schmid, Johannes A;
Scerri, Jeanesse;
Tieri, Paolo;
Van Steen, Kristel;
Sona, Vasudevan;
Watterson, Steven;
Schmidt, Harald H H W.
(2020)
Network and Systems Medicine: Position Paper of the European Collaboration on Science and Technology Action on Open Multiscale Systems Medicine.
Network and Systems Medicine.
Scientific translation/review
-
Folkesson, Evelina;
Niederdorfer, Barbara;
To, Vu;
Thommesen, Liv;
Klinkenberg, Geir;
Lægreid, Astrid;
Flobak, Åsmund.
(2020)
High-throughput screening reveals higher synergistic effect of MEK inhibitor combinations in colon cancer spheroids.
Scientific Reports.
volum 10.
Academic article
-
Niederdorfer, Barbara;
Touré, Vasundra;
Vazques, Miguel;
Thommesen, Liv;
Kuiper, Martin Tremen R.;
Lægreid, Astrid;
Flobak, Åsmund.
(2020)
Strategies to Enhance Logic Modeling-Based Cell Line-Specific Drug Synergy Prediction.
Frontiers in Physiology.
volum 11.
Academic article
-
Sofias, Alexandros Marios;
Toner, Yohana C.;
Meerwaldt, Anu E.;
van Leent, Mandy M. T.;
Soultanidis, Georgios;
Elschot, Mattijs;
Gonai, Haruki;
Grendstad, Kristin;
Flobak, Åsmund;
Neckmann, Ulrike;
Wolowczyk, Camilla;
Fisher, Elizabeth L.;
Reiner, Thomas;
Davies, Catharina de Lange;
Bjørkøy, Geir;
Teunissen, Abraham J. P.;
Ochando, Jordi;
Pérez-Medina, Carlos;
Mulder, Willem J. M.;
Hak, Sjoerd.
(2020)
Tumor Targeting by αvβ3-Integrin-Specific Lipid Nanoparticles Occurs via Phagocyte Hitchhiking.
ACS Nano.
volum 14 (7).
Academic article
-
Touré, Vasundra;
Vercruysse, Steven;
Acencio, Marcio Luis;
Lovering, Ruth C.;
Orchard, Sandra;
Bradley, Glyn;
Casals-Casas, Cristina;
Chaouiya, Claudine;
del-Toro, Noemi;
Flobak, Åsmund;
Gaudet, Pascale;
Hermjakob, Henning;
Hoyt, Charles Tapley;
Licata, Luana;
Lægreid, Astrid;
Mungall, Christopher;
Niknejad, Anne;
Panni, Simona;
Perfetto, Livia;
Porras, Pablo;
Pratt, Dexter;
Saez-Rodriguez, Julio;
Thieffry, Denis;
Thomas, Paul;
Türei, Dénes;
Kuiper, Martin.
(2020)
The Minimum Information about a Molecular Interaction Causal Statement (MI2CAST).
Bioinformatics.
Academic article
-
Tsirvouli, Eirini;
Touré, Vasundra;
Niederdorfer, Barbara;
Vazquez Garcia, Miguel;
Flobak, Åsmund;
Kuiper, Martin.
(2020)
A middle-out modeling strategy to extend a colon cancer logical model improves drug synergy predictions in epithelial-derived cancer cell lines.
Frontiers in Molecular Biosciences.
volum 7:502573.
Academic article
-
Zobolas, John;
Kuiper, Martin;
Flobak, Åsmund.
(2020)
emba: R package for analysis and visualization of biomarkers in boolean model ensembles.
Journal of Open Source Software (JOSS).
volum 5 (53).
publications.INTERVJUSKRIFTL
-
Zobolas, John;
Kuiper, Martin;
Flobak, Åsmund.
(2020)
emba: R package for analysis and visualization of biomarkers in boolean model ensembles.
Journal of Open Source Software (JOSS).
Academic article
2019
-
Flobak, Åsmund;
Niederdorfer, Barbara;
To, Vu;
Thommesen, Liv;
Klinkenberg, Geir;
Lægreid, Astrid.
(2019)
A high-throughput drug combination screen of targeted small molecule inhibitors in cancer cell lines.
Scientific Data.
volum 6.
Academic article
-
Menden, Michael Patrick;
Wang, Dennis;
Mason, Mike J.;
Szalai, Bence;
Bulusu, Krishna C.;
Guan, Yuanfang;
Flobak, Åsmund;
Kuiper, Martin;
Lægreid, Astrid;
Thommesen, Liv.
(2019)
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.
Nature Communications.
volum 10 (2674).
Academic article
2017
-
Flobak, Åsmund.
(2017)
Mutasjoner, arv og miljø.
Onkonytt.
volum 2017 (2).
Popular scientific article
-
Flobak, Åsmund;
Garcia, Miguel Vazquez;
Lægreid, Astrid;
Valencia, Alfonso.
(2017)
CImbinator: a web-based tool for drug synergy analysis in small- and large-scale datasets.
Bioinformatics.
volum 33 (15).
Academic article
2015
-
Flobak, Åsmund.
(2015)
Fant to nye kombinasjoner av kreftmedisiner.
Web pages (information material)
-
Flobak, Åsmund;
Baudot, Anaïs;
Remy, Elisabeth;
Thommesen, Liv;
Thieffry, Denis;
Kuiper, Martin;
Lægreid, Astrid.
(2015)
Discovery of Drug Synergies in Gastric Cancer Cells Predicted by Logical Modeling.
PLoS Computational Biology.
volum 11 (8).
Academic article
-
Tripathi, Sushil;
Flobak, Åsmund;
Chawla, Konika;
Baudot, Anaïs;
Bruland, Torunn;
Thommesen, Liv;
Kuiper, Martin Tremen R.;
Lægreid, Astrid.
(2015)
The gastrin and cholecystokinin receptors mediated signaling network: a scaffold for data analysis and new hypotheses on regulatory mechanisms.
BMC Systems Biology.
volum 9 (40).
Academic article
2014
-
Flobak, Åsmund.
(2014)
Kombinasjonsbehandling – veien til bedre kreftbehandling for den enkelte?.
Web pages (information material)
Scientific articles
-
Zobolas, John;
Monteiro, Pedro T.;
Kuiper, Martin;
Flobak, Åsmund.
(2022)
Boolean function metrics can assist modelers to check and choose logical rules.
Journal of Theoretical Biology.
volum 538.
Academic article
-
Folkesson, Evelina;
Niederdorfer, Barbara;
To, Vu;
Thommesen, Liv;
Klinkenberg, Geir;
Lægreid, Astrid;
Flobak, Åsmund.
(2020)
High-throughput screening reveals higher synergistic effect of MEK inhibitor combinations in colon cancer spheroids.
Scientific Reports.
volum 10.
Academic article
-
Niederdorfer, Barbara;
Touré, Vasundra;
Vazques, Miguel;
Thommesen, Liv;
Kuiper, Martin Tremen R.;
Lægreid, Astrid;
Flobak, Åsmund.
(2020)
Strategies to Enhance Logic Modeling-Based Cell Line-Specific Drug Synergy Prediction.
Frontiers in Physiology.
volum 11.
Academic article
-
Sofias, Alexandros Marios;
Toner, Yohana C.;
Meerwaldt, Anu E.;
van Leent, Mandy M. T.;
Soultanidis, Georgios;
Elschot, Mattijs;
Gonai, Haruki;
Grendstad, Kristin;
Flobak, Åsmund;
Neckmann, Ulrike;
Wolowczyk, Camilla;
Fisher, Elizabeth L.;
Reiner, Thomas;
Davies, Catharina de Lange;
Bjørkøy, Geir;
Teunissen, Abraham J. P.;
Ochando, Jordi;
Pérez-Medina, Carlos;
Mulder, Willem J. M.;
Hak, Sjoerd.
(2020)
Tumor Targeting by αvβ3-Integrin-Specific Lipid Nanoparticles Occurs via Phagocyte Hitchhiking.
ACS Nano.
volum 14 (7).
Academic article
-
Touré, Vasundra;
Vercruysse, Steven;
Acencio, Marcio Luis;
Lovering, Ruth C.;
Orchard, Sandra;
Bradley, Glyn;
Casals-Casas, Cristina;
Chaouiya, Claudine;
del-Toro, Noemi;
Flobak, Åsmund;
Gaudet, Pascale;
Hermjakob, Henning;
Hoyt, Charles Tapley;
Licata, Luana;
Lægreid, Astrid;
Mungall, Christopher;
Niknejad, Anne;
Panni, Simona;
Perfetto, Livia;
Porras, Pablo;
Pratt, Dexter;
Saez-Rodriguez, Julio;
Thieffry, Denis;
Thomas, Paul;
Türei, Dénes;
Kuiper, Martin.
(2020)
The Minimum Information about a Molecular Interaction Causal Statement (MI2CAST).
Bioinformatics.
Academic article
-
Tsirvouli, Eirini;
Touré, Vasundra;
Niederdorfer, Barbara;
Vazquez Garcia, Miguel;
Flobak, Åsmund;
Kuiper, Martin.
(2020)
A middle-out modeling strategy to extend a colon cancer logical model improves drug synergy predictions in epithelial-derived cancer cell lines.
Frontiers in Molecular Biosciences.
volum 7:502573.
Academic article
-
Zobolas, John;
Kuiper, Martin;
Flobak, Åsmund.
(2020)
emba: R package for analysis and visualization of biomarkers in boolean model ensembles.
Journal of Open Source Software (JOSS).
Academic article
-
Flobak, Åsmund;
Niederdorfer, Barbara;
To, Vu;
Thommesen, Liv;
Klinkenberg, Geir;
Lægreid, Astrid.
(2019)
A high-throughput drug combination screen of targeted small molecule inhibitors in cancer cell lines.
Scientific Data.
volum 6.
Academic article
-
Menden, Michael Patrick;
Wang, Dennis;
Mason, Mike J.;
Szalai, Bence;
Bulusu, Krishna C.;
Guan, Yuanfang;
Flobak, Åsmund;
Kuiper, Martin;
Lægreid, Astrid;
Thommesen, Liv.
(2019)
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.
Nature Communications.
volum 10 (2674).
Academic article
-
Flobak, Åsmund;
Garcia, Miguel Vazquez;
Lægreid, Astrid;
Valencia, Alfonso.
(2017)
CImbinator: a web-based tool for drug synergy analysis in small- and large-scale datasets.
Bioinformatics.
volum 33 (15).
Academic article
-
Flobak, Åsmund;
Baudot, Anaïs;
Remy, Elisabeth;
Thommesen, Liv;
Thieffry, Denis;
Kuiper, Martin;
Lægreid, Astrid.
(2015)
Discovery of Drug Synergies in Gastric Cancer Cells Predicted by Logical Modeling.
PLoS Computational Biology.
volum 11 (8).
Academic article
-
Tripathi, Sushil;
Flobak, Åsmund;
Chawla, Konika;
Baudot, Anaïs;
Bruland, Torunn;
Thommesen, Liv;
Kuiper, Martin Tremen R.;
Lægreid, Astrid.
(2015)
The gastrin and cholecystokinin receptors mediated signaling network: a scaffold for data analysis and new hypotheses on regulatory mechanisms.
BMC Systems Biology.
volum 9 (40).
Academic article
Journal publications
-
Flobak, Åsmund.
(2021)
IMPRESS-Norway presentert ved Onkologisk Forum 2020.
Onkonytt.
Popular scientific article
-
Touré, Vasundra;
Flobak, Asmund;
Niarakis, Anna;
Vercruysse, Steven;
Kuiper, Martin.
(2021)
The status of causality in biological databases: data resources and data retrieval possibilities to support logical modeling.
Briefings in Bioinformatics.
volum 22 (4).
Scientific translation/review
-
Comte, Blandine;
Baumbach, Jan;
Benis, Arriel;
Basílio, José;
Debeljak, Nataša;
Flobak, Åsmund;
Franken, Christian;
Harel, Nissim;
He, Feng;
Kuiper, Martin;
Juan Albino Méndez, Pérez;
Pujos-Guillot, Estelle;
Režen, Tadeja;
Rozman, Damjana;
Schmid, Johannes A;
Scerri, Jeanesse;
Tieri, Paolo;
Van Steen, Kristel;
Sona, Vasudevan;
Watterson, Steven;
Schmidt, Harald H H W.
(2020)
Network and Systems Medicine: Position Paper of the European Collaboration on Science and Technology Action on Open Multiscale Systems Medicine.
Network and Systems Medicine.
Scientific translation/review
-
Zobolas, John;
Kuiper, Martin;
Flobak, Åsmund.
(2020)
emba: R package for analysis and visualization of biomarkers in boolean model ensembles.
Journal of Open Source Software (JOSS).
volum 5 (53).
publications.INTERVJUSKRIFTL
-
Flobak, Åsmund.
(2017)
Mutasjoner, arv og miljø.
Onkonytt.
volum 2017 (2).
Popular scientific article
Media
2020
-
InterviewEgge, Julie Haugen; Flobak, Åsmund. (2020) Slik skal kunstig intelligens gi bedre behandling for kreftpasienter. nrk.no [Internett]. 2020-12-22.
2019
-
PosterZobolas, John; Vázquez, Miguel; Kuiper, Martin; Flobak, Åsmund. (2019) DrugLogics: An ensemble model analysis related to drug prediction performance [version 1; not peer reviewed]. F1000Research 2019, 8:113 (poster). NBS 2019 . Norwegian Biochemical Society; Røros. 2019-01-24 - 2019-01-27.
2018
-
LectureNiederdorfer, Barbara; Vázquez, Miguel; Thommesen, Liv; Kuiper, Martin; Lægreid, Astrid; Flobak, Åsmund. (2018) Logical model simulations predict drug synergies across different cancer cell lines. ISMB 2018 . International Society for Computational Biology; Chicago. 2018-07-06 - 2018-07-10.
-
LectureSofias, Alexandros Marios; Ochando, Jordi; Flobak, Åsmund; Mulder, Willem J. M.; Hak, Sjoerd. (2018) Tumor targeting by cRGD-modified nanoparticles is dominated by immune cell hitchhiking. WMIC 2018 ; 2018-09-12 - 2018-09-15.
-
PosterSofias, Alexandros Marios; Ochando, Jordi; Grendstad, Kristin; Flobak, Åsmund; Mulder, Willem J. M.; Hak, Sjoerd. (2018) Tumor angiogenesis targeting by cRGD-modified nanoparticles is dominated by neutrophil hitchhiking. ESCDD 2018 ; 2018-04-11 - 2018-04-13.
-
PosterTouré, Vasundra; Flobak, Åsmund; Lægreid, Astrid; Kuiper, Martin. (2018) Knowledge management and standard representation of causal statements for systems modeling. JOBIM 2018 ; Marseille. 2018-07-03 - 2018-07-06.
2017
-
InterviewFlobak, Åsmund. (2017) NRK P1 Trøndelag Forskerpraten 3. april 2017: Om kreftforskning. Radio [Radio]. 2017-04-03.
-
PosterTouré, Vasundra; Flobak, Åsmund; Lægreid, Astrid; Kuiper, Martin Tremen R.. (2017) Extraction and representation of causal statements: Creating a model building resource for Systems Biology. COMBINE 2017 . COMBINE 2017; Milano. 2017-10-09 - 2017-10-13.
2016
-
Academic lectureFlobak, Åsmund. (2016) DrugLogics: Rationalizing drug combination screening. Internatioanl Conference on Systems Biology . Internatioanl Conference on Systems Biology; Barcelona. 2016-09-16 - 2016-09-20.
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PosterFlobak, Åsmund; Steigedal, Tonje S.; Thommesen, Liv; Kuiper, Martin Tremen R.; Lægreid, Astrid. (2016) Logical models for drug screen prioritization. European Conference on Computational Biology . European Conference on Computational Biology; Den Haag. 2016-09-03 - 2016-09-07.
2015
-
InterviewFlobak, Åsmund. (2015) Finner kreftmedisin som virker bedre med mindre doser. Adressa [Avis]. 2015-08-28.
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InterviewFlobak, Åsmund. (2015) Nye medisinkombinasjoner kan redde liv. NRK P1 Norgesglasset [Radio]. 2015-09-07.
-
InterviewFlobak, Åsmund. (2015) Oppdaget mer effektiv kreftbehandling. Adresseavisen [Avis]. 2015-08-29.
2014
-
PosterFlobak, Åsmund; Baudot, Anaïs; Remy, Elisabeth; Thommesen, Liv; Thieffry, Denis; Kuiper, Martin; Lægreid, Astrid. (2014) Drug synergies in a gastric cancer cell line discovered by signal transduction modeling. Virtual Physiological Human Conference 2014 . Stig Omholt / VPH consortium; Trondheim. 2014-09-09 - 2014-09-12.