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We investigated the clustering of biochemical networks by using Raman data that define edge lengths in the network, and where the interactions are functions of the Raman spectra's individual band intensities.
This may affect the clustering of biochemical reactions.
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Metabolic syndrome is a cluster of biochemical abnormalities including cardiovascular and diabetes risk factors.
Expression biomarkers are traditionally derived through the measurement of a single gene or a cluster of biochemical and histopathological molecules in a given pathway.
Metabolic syndrome is a cluster of biochemical and clinical abnormalities such as abdominal obesity, dyslipidemia, hypertension, and/or impaired blood glucose occurring simultaneously in a single individual.
To the best of our knowledge, no similar tool for biochemical clustering of Enterobacteriaceae is available in the public domain so far.
Analysis of sub-clusters of the mycobacterial reaction networks detected by this method suggests that modularity of metabolic networks is possibly less well-defined at the level of biochemical reactions; clusters have been discerned well from metabolite networks [21].
By automating the analysis process of biochemical results, sorting (clustering), and identification of particular genera, the difficulties associated with manual sorting could be resolved.
cluster-of-cluster Gaussians.
Tumours with high expression of MMP-11 or -13, or cluster thereof, were significantly associated with higher probability of biochemical recurrence.
Tissue specific library screening, orthology comparison in species with or without MIA-biochemical engines, clustering of gene expression profiles together with various functional validation strategies, largely contributed to enrich the toolbox for plant synthetic biology and metabolic engineering of MIA biosynthesis.
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