NicoleCRust, to random
@NicoleCRust@neuromatch.social avatar

Pointers to examples of using complex systems approaches to develop therapeutic interventions?

I'm excited by the type of approach presented in these three papers, which I would summarize as:

  1. Model a complex system w/ attractor states (like a genetic network) with a lot of detail
  2. Reduce the model's complexity to something more understandable
  3. Therapy = control. Determine the intervention that will perturb the system from the unhealthy to healthy attractor state.

https://www.pnas.org/doi/full/10.1073/pnas.0806447105
https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1002267
https://www.nature.com/articles/ncomms11323

Do you know of any examples of this type of approach? Especially ones that led to a new type of therapy that is either approved, in clinical trials or just thought of? Maybe cancer?

teixi,
@teixi@mastodon.social avatar

@NicoleCRust

Have some links for #complexsystems for #cogsci #neurotheory #brainimaging etc.

Albeit then also going forward to therapeutic interventions?
Quite rare, difficult to qualify & interpret!

Just learned:
''Sham stimulation'
as placebo effect equivalent —inactive, brief, or weak form of directed brainwaves— for:
#tDCS Transcranial Direct Current Stimulation
#tACS Transcranial Alternating Current Stimulation
#tRNS Transcranial Random Noise Stimulation

check https://www.neuroelectrics.com/wiki/images/4/4d/HIVE-D1.1_State-of-the-art-V1.3withcovers-small.pdf

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