We are investigating liver metabolism and function with the help of computational models and methods.
Group Leader Dr. Matthias König
Institute for Theoretical Biology
Humboldt-University Berlin
Philippstraße 13, 10115 Berlin, Germany
phone +49 30 2093-98435
koenigmx@hu-berlin.de
https://www.livermetabolism.com
The König group works on computational modeling, data science, data management, bioinformatics methods and machine learning on biological, medical and clinical data. Main research topics are (i) predictive modeling of biomedical systems with special focus on the liver; and (ii) databases and FAIR data. Key projects are the personalized evaluation of liver function tests, multi-scale modeling of the liver, development of a database for pharmacokinetics data. For more information have a look at our publications and projects.
SEEK ID: https://fairdomhub.org/people/678
Location: Germany
ORCID: https://orcid.org/0000-0003-1725-179X
Joined: 29th May 2016
Related items
- Programmes (4)
- Projects (5)
- Institutions (3)
- Investigations (2)
- Studies (2)
- Assays (15)
- Data files (30)
- Models (1)
- Publications (7)
- Presentations (4)
This is the exchange platform of the COMBINE network.
COMBINE is an initiative to coordinate the development of various community standards and formats for computational models: BioPax, CellML, NeuroML, Synthetic Biology Open Language (SBOL), Systems Biology Graphical Notation (SBGN), Systems Biology Markup Language (SBML), Simulation Experiment Description Markup Language (SED-ML).
Projects: COMBINE Multicellular Modelling, ModeleXchange initiative
Web page: http://co.mbine.org
LiSyM (Liver Systems Medicine) represents a research network of German centers and institutions, brought together by a 20 Million Euro funding program of the German Government, in which mathematicians, modelers, pharmacologists, molecular biologists and clinical scientists work together to develop a Systems Medicine approach to study early and advanced liver disease. The aim of this unique research program is to acquire and use new experimental data and data from existing data bases to build ...
Projects: Early Metabolic Injury (LiSyM-EMI - Pillar I), Chronic Liver Disease Progression (LiSyM-DP - Pillar II), Regeneration and Repair in Acute-on-Chronic Liver Failure (LiSyM-ACLF - Pillar III), LiSyM Core Infrastructure and Management (LiSyM-PD), Liver Function Diagnostics (LiSyM-LiFuDi - Pillar IV), Model Guided Pharmacotherapy In Chronic Liver Disease (LiSyM-MGP), Multi-Scale Models for Personalized Liver Function Tests (LiSyM-MM-PLF), The Hedgehog Signalling Pathway (LiSyM-JGMMS), Molecular Steatosis - Imaging & Modeling (LiSyM-MSIM), FAIRDOM & LiSyM & de.NBI Data Structuring Training, New LiSyM project
Web page: http://www.lisym.org
FAIRDOM is establishing a support and service network for European Systems Biology. FAIRDOM is a joint action of ERA-Net ERASysAPP and European Research Infrastructure ISBE to establish a data and model management service facility for Systems Biology. Our prime mission is to support researchers, students, trainers, funders and publishers by enabling Systems Biology projects to make their Data, Operating procedures and Models, Findable, Accessible, Interoperable and Reusable (FAIR).
Projects: FAIRDOM, FAIRDOM user meeting, FAIRDOM Community Workers
Web page: http://fair-dom.org
The German Network for Bioinformatics Infrastructure - de.NBI offers first class bioinformatics services including training and education to users in basic and applied life sciences research. In this network 40 projects belonging to eight service centers provide services that cover a wide variety of methods (genomics, proteomics, ...) and applications (from plants to humans). de.NBI-SysBio is the Systems Biology Service Center of de.NBI. In collaboration with FAIRDOM, de.NBI-SysBio serves the ...
Projects: de.NBI-SysBio, ExtremoPharm, ZucAt, Kinetics on the move - Workshop 2016, Example use cases, MIX-UP, Working Group Nicole Radde, MPIEvolBio-SciComp, SABIO-VIS
Web page: http://www.denbi.de
Good data and model management improves the longevity and impact of your interdisciplinary research. FAIRDOM offers software and expertise to support you in better managing your interdisciplinary life-science projects, particularly in systems and synthetic biology. If you have never heard of data and model management, or are curious about it, or you are an expert keen to exchange ideas, our user meeting is the place for you!
At our users meeting you can:
- Learn why data and model management is ...
Programme: FAIRDOM
Public web page: Not specified
Organisms: Homo sapiens
Programme: COMBINE (Computational Modeling in Biology Network)
Public web page: https://multicellml.org/
Organisms: Not specified
We will contribute to the LiSyM Research Network an open source, freely available and reproducible multiscale model of the human liver from single cell metabolism to whole liver function. The model will be available in existing standards of systems biology, provide standardized interfaces for data integration and be fully annotated to available biological, medical and computational ontologies. All data, models and source code will be shared within the LiSyM Research Network and made available to ...
Programme: LiSyM - Systems Medicine of the Liver
Public web page: https://livermetabolism.com
Organisms: Homo sapiens, Mus musculus, Rattus norvegicus
The workshop focuses on the publication, curation, retrieval, and usage of kinetic data from the reaction kinetics database SABIO-RK and on the use of data in modeling. There will be experience reports from scientists who successfully used experimental data to formulate or verify biological hypotheses with the computer, and you will experience how experimental data can be used with computational models.
Programme: de.NBI Systems Biology Service Center (de.NBI-SysBio)
Public web page: http://www.h-its.org/event/kinetics-on-the-move/
Programme: LiSyM - Systems Medicine of the Liver
Public web page: https://www.fairdomhub.org/events/96
Organisms: Not specified
Understanding how liver function arises from the complex interaction of morphology, perfusion, and metabolism from single cells up to the entire organ requires systems-levels computational approaches.
Submitter: Matthias König
Studies: A Multiscale Computational Model of Human Galactose Metabolism, PKDB Caffeine Study
Assays: Digitized pharmacokinetics data (Akinyinka2000), Digitized pharmacokinetics data (Amchin1999), Digitized pharmacokinetics data (Blanchard1983a), Digitized pharmacokinetics data (Haller2002), Digitized pharmacokinetics data (Healy1991), Digitized pharmacokinetics data (Hetzler1990), Digitized pharmacokinetics data (Jeppesen1996), Digitized pharmacokinetics data (Kakuda2014), Digitized pharmacokinetics data (Kaplan1997), Digitized pharmacokinetics data (Magnusson2008), Digitized pharmacokinetics data (Oh2012), Digitized pharmacokinetics data (Perera2011), Digitized pharmacokinetics data (Spigset1999a), Digitized pharmacokinetics data (Tanaka2014), Galactose Modelling
Snapshots: Snapshot 1, Snapshot 2, Snapshot 3, Snapshot 4
Tool and work flow development for computational biology.
Snapshots: Snapshot 1, Snapshot 2
Pharmacokinetics data set for caffeine
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Assays: Digitized pharmacokinetics data (Akinyinka2000), Digitized pharmacokinetics data (Amchin1999), Digitized pharmacokinetics data (Blanchard1983a), Digitized pharmacokinetics data (Haller2002), Digitized pharmacokinetics data (Healy1991), Digitized pharmacokinetics data (Hetzler1990), Digitized pharmacokinetics data (Jeppesen1996), Digitized pharmacokinetics data (Kakuda2014), Digitized pharmacokinetics data (Kaplan1997), Digitized pharmacokinetics data (Magnusson2008), Digitized pharmacokinetics data (Oh2012), Digitized pharmacokinetics data (Perera2011), Digitized pharmacokinetics data (Spigset1999a), Digitized pharmacokinetics data (Tanaka2014)
Snapshots: No snapshots
Personalized liver function tests: A Multiscale Computational Model Predicts Individual Human Liver Function From Single-Cell Metabolism
Understanding how liver function arises from the complex interaction of morphology, perfusion, and metabolism from single cells up to the entire organ requires systems-levels computational approaches. We report a multiscale mathematical model of the Human liver comprising the scales from single hepatocytes, over representation of ultra-structure and micro-circulation ...
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Assays: Galactose Modelling
Snapshots: No snapshots
Submitter: Matthias König
Biological problem addressed: Model Analysis Type
Investigation: MM-PLF: Multiscale modeling for personalized li...
Organisms: No organisms
Models: Hepatic galactose model
SOPs: No SOPs
Data files: No Data files
Snapshots: No snapshots
Data digitized from publication.
Hetzler1990 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Hetzler1990), PNG (Hetzler1990)
Snapshots: No snapshots
Data digitized from publication.
Magnusson2008 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Magnusson2008), PNG (Magnusson2008)
Snapshots: No snapshots
Data digitized from publication.
Perera2011 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Perera2011), PNG (Perera2011)
Snapshots: No snapshots
Data digitized from publication.
Tanaka2014 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Tanaka2014), PNG (Tanaka2014)
Snapshots: No snapshots
Data digitized from publication.
Blanchard1983a Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Blanchard1983a), PNG (Blanchard1983a)
Snapshots: No snapshots
Data digitized from publication.
Kaplan1997 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Kaplan1997), PNG (Kaplan1997)
Snapshots: No snapshots
Data digitized from publication.
Amchin1999 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Amchin1999), PNG (Amchin1999)
Snapshots: No snapshots
Data digitized from publication.
Haller2002 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Haller2002), PNG (Haller2002)
Snapshots: No snapshots
Data digitized from publication.
Kakuda2014 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Kakuda2014), PNG (Kakuda2014)
Snapshots: No snapshots
Data digitized from publication.
Akinyinka2000 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Akinyinka2000), PNG (Akinyinka2000)
Snapshots: No snapshots
Data digitized from publication.
Healy1991 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Healy1991), PNG (Healy1991)
Snapshots: No snapshots
Data digitized from publication.
Oh2012 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Oh2012), PNG (Oh2012)
Snapshots: No snapshots
Data digitized from publication.
Jeppesen1996 Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Jeppesen1996), PNG (Jeppesen1996)
Snapshots: No snapshots
Data digitized from publication.
Spigset1999a Description
Submitter: Matthias König
Investigation: MM-PLF: Multiscale modeling for personalized li...
Study: PKDB Caffeine Study
Organisms: Homo sapiens
SOPs: No SOPs
Data files: CSV (Spigset1999a), PNG (Spigset1999a)
Snapshots: No snapshots
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Digitized pharmacokinetics data.
Creator: Matthias König
Submitter: Matthias König
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: PKDB Caffeine Study
Creator: Matthias König
Submitter: Matthias König
Model type: Ordinary differential equations (ODE)
Model format: SBML
Environment: Not specified
Organism: Homo sapiens
Investigations: MM-PLF: Multiscale modeling for personalized li...
Studies: A Multiscale Computational Model of Human Galac...
Assays: Galactose Modelling
Abstract (Expand)
Authors: Mohamed Albadry, Sebastian Höpfl, Nadia Ehteshamzad, Matthias König, Michael Böttcher, Jasna Neumann, Amelie Lupp, Olaf Dirsch, Nicole Radde, Bruno Christ, Madlen Christ, Lars Ole Schwen, Hendrik Laue, Robert Klopfleisch, Uta Dahmen
Date Published: 1st Dec 2022
Publication Type: Journal
DOI: 10.1038/s41598-022-26483-6
Citation: Sci Rep 12(1),21825
Abstract (Expand)
Authors: Dagmar Waltemath, Martin Golebiewski, Michael L Blinov, Padraig Gleeson, Henning Hermjakob, Michael Hucka, Esther Thea Inau, Sarah M Keating, Matthias König, Olga Krebs, Rahuman S Malik-Sheriff, David Nickerson, Ernst Oberortner, Herbert M Sauro, Falk Schreiber, Lucian Smith, Melanie I Stefan, Ulrike Wittig, Chris J Myers
Date Published: 29th Jun 2020
Publication Type: Journal
Citation: Journal of Integrative Bioinformatics 0(0)
Abstract (Expand)
Authors: Falk Schreiber, Björn Sommer, Tobias Czauderna, Martin Golebiewski, Thomas E. Gorochowski, Michael Hucka, Sarah M. Keating, Matthias König, Chris Myers, David Nickerson, Dagmar Waltemath
Date Published: 29th Jun 2020
Publication Type: Journal
Citation: Journal of Integrative Bioinformatics 0(0)
Abstract (Expand)
Authors: Falk Schreiber, Björn Sommer, Gary D. Bader, Padraig Gleeson, Martin Golebiewski, Michael Hucka, Sarah M. Keating, Matthias König, Chris Myers, David Nickerson, Dagmar Waltemath
Date Published: 13th Jul 2019
Publication Type: Journal
Citation: Journal of Integrative Bioinformatics 16(2)
Abstract (Expand)
Authors: Maxwell Lewis Neal, Matthias König, David Nickerson, Göksel Mısırlı, Reza Kalbasi, Andreas Dräger, Koray Atalag, Vijayalakshmi Chelliah, Michael T Cooling, Daniel L Cook, Sharon Crook, Miguel de Alba, Samuel H Friedman, Alan Garny, John H Gennari, Padraig Gleeson, Martin Golebiewski, Michael Hucka, Nick Juty, Chris Myers, Brett G Olivier, Herbert M Sauro, Martin Scharm, Jacky L Snoep, Vasundra Touré, Anil Wipat, Olaf Wolkenhauer, Dagmar Waltemath
Date Published: 1st Mar 2019
Publication Type: Journal
DOI: 10.1093/bib/bby087
Citation: Briefings in Bioinformatics 20(2):540-550
Abstract (Expand)
Authors: D. Waltemath, J. Karr, F. Bergmann, V. Chelliah, M. Hucka, M. Krantz, W. Liebermeister, P. Mendes, C. Myers, P. Pir, B. Alaybeyoglu, N. Aranganathan, K. Baghalian, A. Bittig, P. Burke, M. Cantarelli, Y. Chew, R. Costa, J. Cursons, T. Czauderna, A. Goldberg, H. Gomez, J. Hahn, T. Hameri, D. Gardiol, D. Kazakiewicz, I. Kiselev, V. Knight-Schrijver, C. Knupfer, M. Konig, D. Lee, A. Lloret-Villas, N. Mandrik, J. Medley, B. Moreau, H. Naderi-Meshkin, S. Palaniappan, D. Priego-Espinosa, M. Scharm, M. Sharma, K. Smallbone, N. Stanford, J. H. Song, T. Theile, M. Tokic, N. Tomar, V. Toure, J. Uhlendorf, T. Varusai, L. Watanabe, F. Wendland, M. Wolfien, J. Yurkovich, Y. Zhu, A. Zardilis, A. Zhukova, F. Schreiber
Date Published: 16th Jun 2016
Publication Type: Not specified
PubMed ID: 27305665
Citation: IEEE Trans Biomed Eng. 2016 Jun 10.
Abstract (Expand)
Author: Matthias König
Date Published: 2016
Publication Type: Not specified
DOI: 10.12688/f1000research.9211.1
Citation: F1000Res 5 : 1736
An overview over important lessons from the experience with SBML Level 3 extension for the MultiCellML language.
Creator: Matthias König
Submitter: Matthias König
PAL report during COMBINE2019 SEEK user meeting. A short overview of the SEEK API and using it to upload caffeine data and images.
The code is available from https://github.com/matthiaskoenig/ipython_for_SEEK-API
Creator: Matthias König
Submitter: Matthias König
Report about PAL experience and data management solutions in MM-PLF LiSyM.
Creator: Matthias König
Submitter: Matthias König
Our group develops computational models of the liver within the German systems biology projects VLN (Virtual Liver Network) and LiSyM (Systems Medicine of the Liver). In this talk we present our experiences in data and model management in recent years and future directions towards reproducible computational research we plan to implement.
We give an overview over the role of Fairdom and SEEK within our data management solution and how this integrates with and complements other approaches such as ...
Creator: Matthias König
Submitter: Matthias König