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The single most common and influential gene in AD is the APOE gene.
The most influential gene pinned down, KTN1, helps tell brain cells where to go in the putamen.
By default, we assume that each associated locus harbours a single influential gene rather than multiple genes.
We have developed a gene cluster construction algorithm for complex diseases, starting from finding influential gene pairs followed by grouping them into gene clusters.
Furthermore, influential gene hubs that discriminate between phenotype may be identified through the agglomeration of the univariate and pair-wise interactions in a condition specific gene network model.
The second most influential gene (C3orf14) was up-regulated in high E2 but down-regulated among users of systemic E2 relative to non-users.
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Many of the well-known PTSD biomarkers such as FKBP5, STAT5A, HOXD3, VWA3, ALDH3B2, etc. were covered directly or as the secondary neighbors of the identified MRs. We were able to capture OAS2 as one of the most influential genes as the markers of the antiviral interferon response that was associated with an increased risk of PTSD50.
One of the most influential genes in this network wasSGK1, and it has a salt connection, helping cells manage sodium levels.
Although it is known that many mutations are neutral, or almost neutral, with a very small effect on fitness (Futuyma 2009), in this teaching resource, we only considered influential genes (e.g., the HOX gene) affecting body plans of the embryo.
The gene-control system means drug companies may have to look in new locations for influential genes.
First, the approaches implemented may help to identify potentially influential genes (e.g. STAT3, TGFB1, AKT1, SIN3A, PABPC1, MAP3K5), otherwise overlooked by single-source expression pattern analysis.
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CEO of Professional Science Editing for Scientists @ prosciediting.com