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The other strongest signal we observe links monocyte ADAM15 expression and Crohn's disease risk in the 1q22 region.
We observe links between the US and Canada, the US and European countries, important inter-European links, links within Scandinavian countries etc.
We also observe links to precipitated conditions, such as blindness, which can result from retinal artery occlusion or by classic sickle retinopathy (23), and short stature (24), which is known to occur in children with sickle cell anemia.
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Among the genes we observe linked to pulmonary fibrosis and asthma, we see the IL4 and IL13 cytokines.
We introduce a frequentist (non-Bayesian) method for model-based link prediction from link data in which (a) there may be unobserved links, and (b) an observed link is reliable, i.e., there are no observed links that are spurious.
Many different distributions P over observed links may be plausible and justifiable based on the research literature in link prediction.
In such a data set, some links may be unobserved, and some observed links might be spurious.
The reconstructed network then, is the conditional expected network under the estimated stochastic blockmodel given the set of observed links.
But despite the wealth of observed links between DNA damage and tumors, scientists are only beginning to understand the genetic mishaps that drive tumor progression.
The density of links in the bipartite network, defined as number of observed links over number of potential links, was on average decreasing from the value of 0.0867 in 1980 to the value of 0.0398 in 2011.
This is a likely neuronal mechanism underlying the observed links between spatial attention and eye movements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com