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Only one variable, unintentional weight loss, was associated with both inpatient outcome clusters.
In the present study, the SDS-based remission criterion discriminated very well between clusters with poor outcome (Clusters 1 3) and those with better outcome (Clusters 4 5), but provided little discrimination among Clusters 1 3 (Table 1).
In the third round the viewers can look for relationships between exposure and outcome, clusters of health outcomes, and percolation.
Another pair of variables with minimal correlation and no discrimination between outcome clusters is PmO2 and mGlutamate.
NOTE: There were 5 distinct outcome clusters identified and labeled from the "best" to "worst" cluster, with severity of symptoms and level of functioning influencing cluster order.
With the general idea to assess rather broadly the difference between placebo and duloxetine in forming different outcome clusters different doses had not been taken into account.
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Jiwa, M. et al. Implementing referral guidelines: lessons from a negative outcome cluster randomised factorial trial in general practice.
Importantly, genomic pathway cluster designation remained within the model as an important predictor of clinical outcome (cluster 1 vs. cluster 4; HR 4.31, p = 0.18) (Table 1).
Ten of these 23 are associated with the good outcome cluster of samples.
The purpose of this spatial scan was to characterize each case for a dichotomous outcome: clustered or not clustered.
The poor outcome cluster was associated with increased expression of hypoxia- and angiogenesis-related genes, whereas the good outcome cluster was enriched for T cell immune responses and natural killer cell markers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com