Ai Feedback
Exact(6)
The modules that contribute to the I/O behavior can be easily extracted in terms of T-invariants, and as a consequence insight can be gained about the contribution of each module to the robustness of the network.
Complex biological networks are organized around sub-networks of gene modules that contribute to the robustness of the entire system.
A key contribution of this work is the integration of differential expression analysis, gene-trait correlation analysis, and gene network analysis to identify both the coexpressed gene modules that contribute to insulin sensitivity and the key causal regulators.
However, the importance of the paper relates more to the use of tools to unravel the sequence of cellular alterations and the interacting modules that contribute to the altered cellular phenotype following MPTP treatment.
Interestingly, Li et al. recently reported an integrative network analysis method to identify recurrent network modules that contribute to Breast cancer metastasis by using a set of tumour gene microarrays [ 23].
With the huge volume of data from the large-scale cancer genomics projects, an open challenge is to distinguish driver mutations, pathways, and gene sets (or core modules) that contribute to cancer formation and progression from random passengers which accumulate in somatic cells but do not contribute to tumorigenesis.
Similar(54)
Biochemical and functional characterization of the B box suggests a role as a protein-interaction module that contributes to determining the subcellular localization of CYLD.
Theoretically, independent mutations can happen by a common mechanism on the same type of DNA module that contributes to different genes or genes' regulatory elements.
Whereas the 'WIND'WINDIND EROSIVITY' and 'SOIL modulesE' modules combine factors that contribute to the temporal variations of climatic erosivity, the 'SOIL ERODIBILITY'SURFACEand ROUGHNESS'LAND 'LAND USE' modules predict the temporal soil and vegetation cover variables that control soil erodibility.
These topological modules often correspond to functional modules: aggregations of nodes similar in function, and to disease modules: sets of nodes that contribute to a specific disease phenotype [ 26].
Hence we search for interaction modules that specifically contribute to the malignant behavior of the ABC subtype as compared to the more benign GCB subtype.
Related(20)
nodes that contribute
models that contribute
clusters that contribute
modes that contribute
contents that contribute
examples that contribute
elements that contribute
dimensions that contribute
components that contribute
samples that contribute
modules that use
modules that function
modules that help
modules that come
modules that comprise
modules that are
modules that include
modules that encourage
modules that conform
modules that cover
Write better and faster with AI suggestions while staying true to your unique style.
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