Structural networks of signaling pathways
http://www.sciencedirect.com/science/article/pii/S0959440X1200070X Prism on IL10 #networks, mapping on Cosmic, disrupting mutations as drivers
What Can Article-Level Metrics Do for You
http://www.plosbiology.org/article/info%3Adoi%2F10.1371%2Fjournal.pbio.1001687 Wide distribution of #cites for @PLOSBiology papers; median 19 but 10% >50
Related to BIP KDD talk, dealing with overlapping biclusters http://www.biomedcentral.com/1471-2105/15/130
#Singlecell #RNAseq highlights intratumoral heterogeneity http://www.sciencemag.org/content/344/6190/1396.abs Subtype classifiers variably expressed across indiv. cells
Patel AP(1), Tirosh I(2), Trombetta JJ(2), Shalek AK(2), Gillespie SM(3),
Wakimoto H(4), Cahill DP(4), Nahed BV(4), Curry WT(4), Martuza RL(4), Louis
DN(5), Rozenblatt-Rosen O(2), Suvà ML(6), Regev A(7), Bernstein BE(8).
Published Online June 12 2014
Science 20 June 2014:
Vol. 344 no. 6190 pp. 1396-1401
DOI: 10.1126/science.1254257
#BigData & Its Technical Challenges
http://cacm.acm.org/magazines/2014/7/176204-big-data-and-its-technical-challenges/abstract Data acquisition, cleaning, aggregation, analysis, visualization & interpretation
Pandey mentions: Comparative Analysis of #Ensemble Classifiers [eg mean agg. or stacking]…in Genomics
http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6729565&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6729565 #kdd2014
performance-diversity tradeoff: should one incl. higher performance, lower diversity ones…. but still adding diversity is good
related to https://github.com/shwhalen/datasink
Where Do #Introns Come From? A suggestion: exons with premature stops; has implications for #pseudogene formation http://www.plosbiology.org/article/info%3Adoi%2F10.1371%2Fjournal.pbio.0060283
QT:{{
We have proposed a novel hypothesis for the origin of spliceosomal
introns, invoking endogenous production within translatable sequences
(at least in the case of protein-coding genes), facilitated by the
activity of cellular surveillance mechanisms. Despite the mutational
hazard associated with intron presence and proliferation [136], we
argue that, at least initially, introns might represent a favorable
life line for an allele that has acquired an ORF-disrupting mutation.
In this sense, in-frame stop codons need not be dead ends, as often
believed, but rather sequences that occasionally facilitate the
evolution of eukaryotic gene structure, possibly favoring not only
intronization, but also processes such as exonization (following a PTC
loss [137]). Further experimental validation of our hypothesis would
not only support the idea that intron birth/death rates depend on both
the population-genetic [136] and the intracellular environment, but
also shed light on a surprising aspect of the evolution of eukaryotic
gene structure, i.e., the ongoing, stochastic process of mutual
conversion between exons and introns within genes.
"}}
Comparing #somatic mutation-callers: beyond Venn
diagramshttp://www.biomedcentral.com/1471-2105/14/189 Moving from poor overlap of existing methods to metacallers
Meta caller developed based on multiple mutation callers calibrated by validation