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Metabolic syndrome encompasses a complex network of symptoms and risk factors.
Because activation as well as de-activation can spread quickly through the network of symptoms, the network is observed in either one of two discernible states: either most of the elements are activated and nearly all symptoms are present, or most of the elements are deactivated and nearly all symptoms are absent.
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Another candidate for the splitting control variable might be the structure of the network of depression symptoms itself [ 7, 10].
This has already been demonstrated in a NetLogo simulation [ 31, 32], in which the degree of connectivity in a network of depression symptoms influences the form of its time series.
Through participant accounts, mitochondrial disease emerges as a highly variable genetic disorder associated with a complex network of signs and symptoms evolving over time.
If depression is assumed to form a network of highly connected symptoms containing strong positive feed-back loops, depression can be expected to undergo sudden phase transitions.
Manoliu, A. et al. Insular dysfunction within the salience network is associated with severity of symptoms and aberrant inter-network connectivity in major depressive disorder.
One purported thesis is that people with a diagnosis of schizophrenia experience a "social network crisis" at onset of symptoms [ 15] (although a longitudinal study found that gender, economic status and activity in the labour market were more important predictors of social network diversity [ 16]).
By continuing to examining the causal networks underpinning a variety of symptoms, we hope to eventually target interventions that effectively address coordinated sets of symptoms.
Firstly, there were significant differences between networks in both severity of symptoms on day one (intercept) and the recovery rate (slope).
In addition to describing the network of relationships among health symptoms, this study may lead to the formulation of new hypotheses and a more advanced understanding of the psychometric instruments included in the questionnaires.
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