A Bayesian framework for combining gene predictions

MOTIVATION: Gene identification and gene discovery in new genomic sequences is one of the most timely computational questions addressed by bioinformatics scientists. This computational research has resulted in several systems that have been used successfully in many whole-genome analysis projects. As the number of such systems grows the need for a rigorous way to combine the predictions becomes more essential. RESULTS: In this paper we provide a Bayesian network framework for combining gene predictions from multiple systems. The framework allows us to treat the problem as combining the advice of multiple experts. Previous work in the area used relatively simple ideas such as majority voting. We introduce, for the first time, the use of hidden input/output Markov models for combining gene predictions. We apply the framework to the analysis of the Adh region in Drosophila that has been carefully studied in the context of gene finding and used as a basis for the GASP competition. The main challenge in combination of gene prediction programs is the fact that the systems are relying on similar features such as cod on usage and as a result the predictions are often correlated. We show that our approach is promising to improve the prediction accuracy and provides a systematic and flexible framework for incorporating multiple sources of evidence into gene prediction systems.     

The biomechanics of standing and balancing in paralyzed people

Prolonged immobilization results in several physiological problems. It has been demonstrated that standing exercises can ameliorate many of these problems. Standing exercises can be performed efficiently with the help of functional electrical stimulation (FES). A novel robotic mechanism which aids the unsupported standing of paraplegics, providing balancing exercise has been developed. The balancing strategy is based on voluntary activity of the paraplegic's upper body and artificially controlled stiffness in the ankles.     

The influence of amino acid side chains on water binding to the copper(II) in bis(N,N-dimethyl-L-alpha-isoleucinato)-copper(II): an EPR and molecular mechanics study

Simulations were done of the electron paramagnetic resonance (EPR) spectra for bis(N,N-dimethyl-L-alpha-isoleucinato)copper(II) dissolved in deuterated methanol as a function of temperature. They indicated different behaviour of the complex below and above 300 degrees K. The effect was examined by the conformational analysis of the copper(II) complex with a new molecular mechanics force field.     

Requirements for the localization of p130 Cas to Z-lines in cardiac myocytes

The vertebrate heart responds to hemodynamic load with the enlargement of postmitotic, terminally differentiated cardiac myocytes. Such hypertrophic changes are characterized by alterations in sarcomeric organization and gene expression. Previously, we established a role for a nonreceptor tyrosine kinase, focal adhesion kinase, in signaling the changes in cytoskeletal organization associated with hypertrophy. Here, we report on data supporting a key role for p130Cas in this process. In neonatal cardiac myocytes FAK, Cas and paxillin are located in sarcomeric Z-lines, suggesting that the Z-line is an important signaling locus in these cells. The expression of different Cas mutants results in a nearly complete loss of sarcomeric organization in these myocytes. Moreover, expression of the C-terminal focal adhesion-targeting domain of FAK both disrupted sarcomeric organization and interfered with the localization of endogenous Cas to Z-lines. These findings suggest that the association of FAK and Cas and the preservation of multiple protein-interaction motifs of Cas are required for the correct assembly of sarcomeres in cardiac myocytes.     

Apoptotic pathways: involvement of lysosomal proteases

Apoptosis or programmed cell death is the major mechanism used by multicellular organisms to remove infected, excessive and potentially dangerous cells. Cysteine proteases from the caspase family play a crucial role in the process. However, there is increasing evidence that lysosomal proteases are also involved in apoptosis. In this review various lysosomal proteases and their potential contribution to propagation of apoptosis are discussed.     

X-ray absorption spectroscopic investigation of the resting ferrous and cosubstrate-bound active sites of phenylalanine hydroxylase

Previous studies of ferrous wild-type phenylalanine hydroxylase, [Fe(2+)]PAH(T)[], have shown the active site to be a six-coordinate distorted octahedral site. After the substrate and cofactor bind to the enzyme ([Fe(2+)]PAH(R)[L-Phe,5-deaza-6-MPH(4)]), the active site converts to a five-coordinate square pyramidal structure in which the identity of the missing ligand had not been previously determined. X-ray absorption spectroscopy (XAS) at the Fe K-edge further supports this coordination number change with the binding of both cosubstrates to the enzyme, and determines this to be due to the loss of a water ligand.     

Pleurotus and Agrocybe hemolysins,new proteins hypothetically involved in fungal fruiting

Novel hemolytic proteins, ostreolysin and aegerolysin, were purified from the fruiting bodies of the edible mushrooms Pleurotus ostreatus and Agrocybe aegerita. Both ostreolysin and aegerolysin have a molecular weight of about 16 kDa, have low isoelectric points of 5.0 and 4.85, are thermolabile, and hemolytic to bovine erythrocytes at nanomolar concentrations. Their activity is impaired by micromolar Hg(2+) but not by membrane lipids and serum low-density lipoproteins (LDL). The sequence of respectively 50 and 10 N-terminal amino acid residues of ostreolysin and aegerolysin has been determined and found to be highly identical with a cDNA-derived amino acid sequence of putative Aa-Pri1 protein from the mushroom A. aegerita, Asp-hemolysin from Aspergillus fumigatus, and two bacterial hemolysin-like proteins expressed during sporulation. We found that ostreolysin is expressed during formation of primordia and fruiting bodies, which is in accord with previous finding that the Aa-Pri1 gene is specifically expressed during fruiting initiation. It is suggestive that the isolated hemolysins play an important role in initial phase of fungal fruiting.     

Characterization of an Mg2+-dependent endonucleolytic activity of the rat hepatocyte nuclear matrix

Initial degradation of chromatin into high-molecular mass DNA fragments during apoptosis reflects the periodicity of chromatin organization into nuclear matrix-attached loops. In this article, we put forward the hypothesis that this pattern of DNA cleavage is also a result of the localization of an endonuclease on the nuclear matrix. Namely, we observed an endonucleolytic activity of the isolated rat hepatocyte nuclear matrix. It was Mg2+-dependent, with an optimal activity at pH 7.2 in the absence of either Na+ or K+. It was fully active in the presence of Zn2+ and capable of introducing single-strand breaks into plasmid DNA. It did not display a sequence-specific activity. A 23 kDa DNA nuclease that was principally localized on the rat hepatocyte nuclear matrix was detected. The enzyme shared the biochemical requirements with the nuclear matrix endonucleolytic activity, thus we proposed that p23 could be responsible for the endonucleolytic activity of the nuclear matrix. In view of its properties and preferential localization on the nuclear matrix, the endonuclease described herein could be a possible candidate that brings about initial DNA cleavage during apoptosis.