A Bayesian Framework to Account for Complex Non-Genetic Factors in Gene Expression Levels Greatly Increases Power in #eQTL Studies http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1000770 Early discussion & development of PEER factors
Batch Cloud Data Transfer for @AWScloud
https://AWS.amazon.com/snowball & https://AWS.amazon.com/snowmobile Snail mail trumps email for really large data. Interesting to calculate effective transfer rates as compared “Ethernet.” Surprised that I couldn’t find even crude estimates.
Accurate Prediction of Contact Numbers for Multi-Spanning Helical #MembraneProteins – via #NeuralNetwork w/ dropout
http://pubs.ACS.org/doi/abs/10.1021/acs.jcim.5b00517 In turn, this can enable accurate prediction of the rotation of TM helices & then the 3D #StructurePrediction of the whole protein
Assembly-based inference of Bcell receptor repertoires from..RNAseq w/
V’DJer https://academic.OUP.com/bioinformatics/article/32/24/3729/2525640/Assembly-based-inference-of-B-cell-receptor Less diversity assoc w/ long survival
#Network propagation [by Markov walks, heat flow, diffusion, &c]: a universal amplifier of genetic associations
http://www.Nature.com/nrg/journal/v18/n9/abs/nrg.2017.38.html
Lenore Cowen,
Trey Ideker,
Benjamin J. Raphael
& Roded Sharan
http://www.nature.com/nrg/journal/v18/n9/abs/nrg.2017.38.html?foxtrotcallback=true
Structural Memory Influences Ligand-Binding Mode http://pubs.ACS.org/doi/abs/10.1021/acs.jctc.5b01052 Rearrangement of #solvation layer is ~100x slower than unbinding
J Chem Theory Comput. 2016 Mar 8;12(3):1393-9. doi:
10.1021/acs.jctc.5b01052. Epub 2016 Feb 3.
Xu M, Caflisch A, Hamm P.
Hayward, Nicholas K., et al. "Whole-genome landscapes of major melanoma subtypes." Nature 545.7653 (2017): 175-180.
Whole-genome landscapes of…#melanoma subtypes http://www.Nature.com/nature/journal/vaop/ncurrent/full/nature22071.html Sun-exposed cutaneous w. many C>T SNVs v acral/mucosal w. many SVs
http://www.nature.com/nmeth/journal/v12/n4/full/nmeth.3314.html
Genome seq–independent Identification of #RNAediting http://www.Nature.com/nmeth/journal/v12/n4/full/nmeth.3314.html Accurate sites from uncorrelated SNV pair, spanned by reads
Naldi, A. et al. Reconstruction and signal propagation analysis of the Syk signaling network in breast cancer cells. PLOS Computational Biology 13, e1005432 (2017).
Reconstruction & signal propagation analysis of the Syk signaling #network http://journals.PLoS.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005432 Inferring potential targets of the kinase