Second, we apply the mentioned measures combined with other well-known descriptors to supervised machine find more learning methods for predicting Ames mutagenicity. Moreover, we investigate the influence of our topological descriptors – measures for only unlabeled vs. measures for labeled graphs – on the prediction performance of the underlying graph classification problem.\n\nConclusions: Our study demonstrates that the application of entropic measures to molecules representing

graphs is useful to characterize such structures meaningfully. For instance, we have found that if one extends the measures for determining the structural information content of unlabeled graphs to labeled graphs, the uniqueness of the resulting indices is higher. Because measures to structurally characterize labeled graphs are clearly underrepresented so far, the further development of selleck compound such methods might be valuable and fruitful for solving problems within biological network analysis.”
“The morphology of inflorescences

is regulated in part by the temporal and spatial events that regulate flower specification. In Arabidopsis, an endogenous flowering time pathway mediated by a subset of SQUAMOSA PROMOTER-BINDING PROTEIN-LIKE (SPL) transcription factors, including SPL3, SPL4, and SPL5, function to specify flowers by activating floral meristem identity genes. During shoot development, SPL3, SPL4, and SPL5 are post-transcriptionally regulated by microRNA156 (miR156). The photoperiod regulated florigenic signal, FLOWERING LOCUS T (FT), promotes floral induction, in part by activating SPL3, SPL4, and

SPL5. In turn, these SPLs function in parallel with FT to specify flower meristems. Two related BELL1-like homeobox genes PENNYWISE (PNY) and POUND-FOOLISH (PNF) expressed in the shoot apical meristem are absolutely required for the specification of floral meristems. Genetic studies show that the floral specification function of FT depends upon PNY and PNF; however, the interplay between these homeodomain proteins and SPLs is not known. learn more In this manuscript, we show that the photoperiodic floral induction of SPL3, SPL4, and SPL5 is dependent upon PNY and PNF. Further, PNY and PNF also control SPL3, SPL4, and SPL5 expression by negatively regulating miR156. Lastly, ectopic expression of SPL4 partially rescues the pny pnf non-flower-producing phenotype, while overexpression of SPL3 or SPL5 in pny pnf plants was unable to restore flower specification. These results suggest that: (1) SPL3, SPL4, and SPL5 function is dependent upon PNY and PNF, or (2) expression of multiple SPLs is required for floral specification in pny pnf plants.”
“Supraglacial terrain, such as that found in the Himalayas, is typically composed of snow, ice, ice-mixed-debris (IMD) and debris. This letter presents a methodology for systematic discrimination and mapping of these supraglacial cover types using Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data.