(Please click on the "Publications" tab above to see complete publication lists for all CQB faculty)
Wilma Olson has been elected a 2018 Fellow of the American Physical Society.
Anirvan Sengupta and his collaborators showed that similarity-preserving networks of rectifying neurons, when presented with sensory inputs populating a low-dimensional manifold, learn localized receptive fields naturally. The paper, titled “Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks”, will be presented at the Annual Conference on Neural Information Processing Systems (NIPS), to be held in Montreal in December 2018.
Alexandre Morozov gave a keynote talk at BELBI 2018, which took place June 18-22 in Belgrade, Serbia.
Morozov's group published a paper in Physical Review Letters which explains how sizes of large, complex networks can be reliably inferred by exploring only a small fraction of each network: link.
Khiabanian's lab recently published two papers on statistical modeling of noise in deep DNA sequencing data in the Journal of Statistical Physics (link) and BMC Bioinformatics (link). The application of these results to clinical data from cancer patients showed that age-related somatic mutation in infiltrated hematopoietic cells are often present within the solid tumor miroenvironment. This study was published in Blood (link) and was covered by GenomeWeb (link).
Jui Wan Loh, a PhD student in Khiabanian's lab, was awarded a pre-doctoral fellowship grant by the New Jersey Commission on Cancer Research to study clonal dynamics of leukemia under targeted gene-specific therapy.
In collaboration with researchers from the Vanderbilt Ingram Cancer Center and Cancer Institute of New Jersey, Gyan Bhanot's group has found that endogenous retroviruses transcripts are amplified by histone modification in a subset of kidney cancers, which causes an immune response blocked by the tumor, making the tumor susceptible to immune checkpoint therapy. This discovery was highlighted at the recent ASCO-SITC conference: link.
Under Gyan Bhanot's supervision, Anshuman Panda graduated from the Rutgers Department of Physics and Astronomy with a PhD thesis titled “Immune Checkpoint Therapy,” won an NJCCR Fellowship, and is now a post-doctoral associate at the Cancer Institute of New Jersey.
Eduardo Sontag and collaborators have published a manuscript in PLoS Computational Biology on the dynamical responses of biological networks in Mycobacterium tuberculosis (link; in the news: "New theorem helps reveal tuberculosis' secret").