A Blood RNA Signature Detecting Severe Disease in Young Dengue Patients at Hospital Arrival.

Background: Early detection of severe dengue can improve patient care and survival. To date, no reliable single-gene biomarker exists. We hypothesized that robust multigene signatures exist.

Network module identification-A widespread theoretical bias and best practices.

Biological processes often manifest themselves as coordinated changes across modules, i.e., sets of interacting genes.

Network-based analysis of omics data: the LEAN method.

Motivation: Most computational approaches for the analysis of omics data in the context of interaction networks have very long running times, provide single or partial, often heuristic, solutions and/or contain user-tuneable parameters.

Results: We introduce local enrichment analysis (LEAN) for the identification of dysregulated subnetworks from genome-wide omics datasets. By substituting the common subnetwork model with a simpler local subnetwork model, LEAN allows exact, parameter-free, efficient and exhaustive identification of local subnetworks that are statistically dysregulated, and directly implicates single genes for follow-up experiments.

Filter-free exhaustive odds ratio-based genome-wide interaction approach pinpoints evidence for interaction in the HLA region in psoriasis.

Background: Deciphering the genetic architecture of complex traits is still a major challenge for human genetics. In most cases, genome-wide association studies have only partially explained the heritability of traits and diseases. Epistasis, one potentially important cause of this missing heritability, is difficult to explore at the genome-wide level.

Antigenic determinants synthesized in a library of randomly cloned fragments of the HIV-1 genome.

A DNA expression library of randomly selected fragments of the HIV-1 genome was constructed and used to search for antigenic determinants. A large segment of the HIV-1 provirus was sonicated, and 150-250 bp DNA fragments were cloned in a system of expression vectors developed to obtain high yields of recombinant proteins in Escherichia coli. The expressed library was immunoscreened with sera of AIDS patients.