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In the past, scientists treated networks as though they were strung together at random, giving rise to a homogeneous web in which nodes tended to have roughly the same number of links.
We treated networks with CNQX (2 cultures), AP5 (2 cultures), or bicuculline (1 culture), and then used on-off control to restore pre-drug firing rates during 24-hr (CNQX or AP5) or 3-hr (bicuculline) periods.
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"It is expected to have stopped snowing by the morning so disruption to traffic on the treated network should be low".
Cauer treated network synthesis as being the inverse problem of network analysis.
Moreover, the Jagged1 stimulated network differed from the untreated and the IFN-ß treated network (Table 6, Fig 4A).
(Note that in order to arrive at these parameter estimates, I treated network size as a continuous variable, as opposed to treating it as a factor in all other analyses; see Methods).
MaWISh (Koyutürk et al., 2006) merged pairwise interaction networks into a single alignment graph and treated network alignment as a maximum weight induced subgraph problem.
Given the weighted network of the primary drug treated network, we modify the transition matrix in order to determinate the probabilities of the resulting interactions after deleting or inhibiting the candidate co-targets.
Our current measures use cumulative data and treat networks as static - using a snapshot metrics approach.
We have been treating networks as though they operated in isolation, subject only to the gene products produced by the network itself.
It assumes perfect link quality, treating network congestion as the only reason for packet losses.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com