Systems medicine explained

Systems medicine is an interdisciplinary field of study that looks at the systems of the human body as part of an integrated whole, incorporating biochemical, physiological, and environment interactions. Systems medicine draws on systems science and systems biology, and considers complex interactions within the human body in light of a patient's genomics, behavior and environment.[1]

The earliest uses of the term systems medicine appeared in 1992, in an article on systems medicine and pharmacology by T. Kamada.[2]

An important topic in systems medicine and systems biomedicine is the development of computational models that describe disease progression and the effect of therapeutic interventions.[3] [4]

More recent approaches include the redefinition of disease phenotypes based on common mechanisms rather than symptoms. These provide then therapeutic targets including network pharmacology[5] and drug repurposing.[6] Since 2018, there is a dedicated scientific journal, Systems Medicine.[7]

Fundamental schools of systems medicine

Essentially, the issues dealt with by systems medicine can be addressed in two basic ways, molecular (MSM) and organismal systems medicine (OSM):[8] [9]

Molecular systems medicine (MSM)

This approach relies on omics technologies (genomics, proteomics, transcriptomics, phenomics, metabolomics etc.) and tries to understand physiological processes and the evolution of disease in a bottom-up strategy, i.e. by simulating, synthesising and integrating the description of molecular processes to deliver an explanation of an organ system or even the organism in its whole.

Organismal systems medicine (OSM)

This branch of systems medicine, going back to the traditions of Ludwig von Bertalanffy's systems theory and biological cybernetics is a top-down strategy that starts with the description of large, complex processing structures (i.e. neural networks, feedback loops and other motifs) and tries to find sufficient and necessary conditions for the corresponding functional organisation on a molecular level.

A common challenge for both schools is the translation between the molecular and the organismal level. This can be achieved e.g. by affine subspace mapping and sensitivity analysis, but also requires some preparative steps on both ends of the epistemic gap.[9]

Systems Medicine Education

Georgetown University is the first in the Nation to launch a MS program in Systems Medicine. It has developed a rigorous curriculum, The programs have been developed and led by Dr. Sona Vasudevan, PhD.[10]

List of research groups

CountryUniversity / InstituteDepartment / Center / Program / NetworkParticipants
AustriaUniversity of ViennaCentre for Organismal Systems Biology (COSB)[11]
IrelandRoyal College of Surgeons in IrelandMedical Systems Biology[12]
LuxembourgLuxembourg Centre for Systems BiomedicineComputational Biology group[13]
NetherlandsEindhoven University of Technology (TU/e)Department of Biomedical Engineering, Computational Biology Group (CBio)[14] Natal van Riel
USAInstitute for Systems Biology (ISB)
GermanyHelmholtz Association of German Research CentresDepartment of Systems Immunology[15] Esteban Hernandez-Vargas
NetherlandsUtrecht UniversityUniversity Medical Center Utrecht

Maastricht University

Laboratory of Translational Immunology[16] Utrecht Center for Quantitative Immunology[17]

Pharmacology and Personalised Medicine[18]

Prof. Timothy Radstake, Dr. Aridaman Pandit

Prof. Harald H.H.W. Schmidt

IsraelWeizmann Institute of ScienceDepartment of Molecular Cell Biology[19] Systems Medicine course[20] Uri Alon[21] [22]
NorwayHaukeland University HospitalNeuro-SysMed[23] Kjell-Morten Myhr, Charalampos Tzoulis

See also

Notes and References

  1. Federoff HJ, Gostin LO . Evolving from reductionism to holism: is there a future for systems medicine? . JAMA . 302 . 9 . 994–6 . September 2009 . 19724047 . 10.1001/jama.2009.1264 . 219774 .
  2. Kamada T . System biomedicine: a new paradigm in biomedical engineering . Frontiers of Medical and Biological Engineering . 4 . 1 . 1–2 . 1992 . 1599879 .
  3. de Winter W, DeJongh J, Post T, Ploeger B, Urquhart R, Moules I, Eckland D, Danhof M . A mechanism-based disease progression model for comparison of long-term effects of pioglitazone, metformin and gliclazide on disease processes underlying Type 2 Diabetes Mellitus . Journal of Pharmacokinetics and Pharmacodynamics . 33 . 3 . 313–43 . June 2006 . 16552630 . 10.1007/s10928-006-9008-2 . 21941015 .
  4. Tiemann CA, Vanlier J, Oosterveer MH, Groen AK, Hilbers PA, van Riel NA . Parameter trajectory analysis to identify treatment effects of pharmacological interventions . PLOS Computational Biology . 9 . 8 . e1003166 . Aug 2013 . 23935478 . 3731221 . 10.1371/journal.pcbi.1003166 . 2013PLSCB...9E3166T . free .
  5. Oettrich JM, Dao VT, Frijhoff J, Kleikers P, Casas AI, Hobbs AJ, Schmidt HH . Clinical relevance of cyclic GMP modulators: A translational success story of network pharmacology . Clinical Pharmacology and Therapeutics . 99 . 4 . 360–2 . April 2016 . 26765222 . 10.1002/cpt.336 . 40005254 .
  6. Langhauser F, Casas AI, Dao VT, Guney E, Menche J, Geuss E, Kleikers PW, López MG, Barabási AL, Kleinschnitz C, Schmidt HH . A diseasome cluster-based drug repurposing of soluble guanylate cyclase activators from smooth muscle relaxation to direct neuroprotection . npj Systems Biology and Applications . 4 . 1 . 8 . 2018-02-05 . 29423274 . 5799370 . 10.1038/s41540-017-0039-7 .
  7. Baumbach J, Schmidt HH . 2018. The End of Medicine as We Know It: Introduction to the New Journal, Systems Medicine. Systems Medicine. 1. 1–2. 10.1089/sysm.2017.28999.jba. free.
  8. Tretter . F . Löffler-Stastka . H . Medical knowledge integration and "systems medicine": Needs, ambitions, limitations and options. . Medical Hypotheses . December 2019 . 133 . 109386 . 10.1016/j.mehy.2019.109386 . 31541780. 202718643 .
  9. Tretter . F . Wolkenhauer . O . Meyer-Hermann . M . Dietrich . JW . Green . S . Marcum . J . Weckwerth . W . The Quest for System-Theoretical Medicine in the COVID-19 Era. . Frontiers in Medicine . 2021 . 8 . 640974 . 10.3389/fmed.2021.640974 . 33855036. 8039135 . free .
  10. https://systemsmedicine.georgetown.edu/
  11. Web site: Organismal Systems Biology . lifesciences.univie.ac.at . 17 April 2021 . en.
  12. Web site: Medical Systems Biology . Royal College of Surgeons in Ireland .
  13. Web site: Computational Biology group . 16 March 2024 . Luxembourg Centre for Systems Biomedicine .
  14. Web site: Computational Biology Group . Eindhoven University of Technology .
  15. Web site: Systems Biology at the Helmholtz Centre for Infectious Diseases, Braunschweig . Helmholtz Centre for Infection Research .
  16. Web site: Radstake TRDJ.
  17. Web site: Utrecht Center for Quantitative Immunology.
  18. Web site: Pharmacology & Personalised Medicine Pharmacology & Personalised Medicine. ppm.mumc.maastrichtuniversity.nl. en. 2017-02-02.
  19. Web site: Molecular Cell Biology, Weizmann Institute of Science. www.weizmann.ac.il. 2019-05-05.
  20. Web site: Systems Medicine course 2019 Uri Alon. www.weizmann.ac.il. 2019-05-05.
  21. Karin O, Swisa A, Glaser B, Dor Y, Alon U . Dynamical compensation in physiological circuits . Molecular Systems Biology . 12 . 11 . 886 . November 2016 . 27875241 . 5147051 . 10.15252/msb.20167216 .
  22. Karin O, Alon U . Biphasic response as a mechanism against mutant takeover in tissue homeostasis circuits . Molecular Systems Biology . 13 . 6 . 933 . June 2017 . 28652282 . 5488663 . 10.15252/msb.20177599 .
  23. https://www.forskningsradet.no/prognett-fkb/Nyheter/Norges_forste_forskningssenter_for_klinisk_behandling_tildelt/1254037899980/p1254032200593 Norges første forskningssenter for klinisk behandling tildelt