Mining GO Annotations for Improving Annotation Consistency

Despite the structure and objectivity provided by the Gene Ontology (GO), the annotation of proteins is a complex task that is subject to errors and inconsistencies. Electronically inferred annotations in particular are widely considered unreliable. However, given that manual curation of all GO annotations is unfeasible, it is imperative to improve the quality of electronically inferred annotations. In this work, we analyze the full GO molecular function annotation of UniProtKB proteins, and discuss some of the issues that affect their quality, focusing particularly on the lack of annotation consistency. Based on our analysis, we estimate that 64% of the UniProtKB proteins are incompletely annotated, and that inconsistent annotations affect 83% of the protein functions and at least 23% of the proteins. Additionally, we present and evaluate a data mining algorithm, based on the association rule learning methodology, for identifying implicit relationships between molecular function terms. The goal of this algorithm is to assist GO curators in updating GO and correcting and preventing inconsistent annotations. Our algorithm predicted 501 relationships with an estimated precision of 94%, whereas the basic association rule learning methodology predicted 12,352 relationships with a precision below 9%.     

Distinct modes of adventitious rooting in Arabidopsis thaliana

The literature describes different rooting protocols for Arabidopsis thaliana as models to study adventitious rooting, and results are generally perceived as comparable. However, there is a lack of investigations focusing on the distinct features, advantages and limitations of each method in the study of adventitious rooting with both wild-type (WT) ecotypes and their respective mutants. This investigation was undertaken to evaluate the adventitious rooting process in three different experimental systems, all using A. thaliana, analysing the same rooting parameters after transient exposure to auxin (indole-3-acetic acid) and control conditions: excised leaves, de-rooted plants and etiolated seedlings. The founding tissues and sites of origin of roots differed depending on the system used, whereas all rooting patterns were of the direct type (i.e., without callus formation). None of the systems had an absolute requirement for exogenous auxin, although rooting was enhanced by this phytohormone, with the exception of de-rooted plants, which had adventitious rooting strongly inhibited by exogenous auxin. Root elongation was much favoured in isolated leaves. Auxin-overproducing mutants could not be used in the detached leaf system due to precocious senescence; in the de-rooted plant system, these mutants had a WT-like rooting response, whereas the expression of the 'rooty' phenotype was only evident in the etiolated seedling system. Adventitious rooting of etiolated WT seedlings in the presence of exogenous auxin was inhibited by exogenous flavonoids, which act as auxin transport inhibitors; surprisingly, the flavonoid-deficient mutant chs had a lower rooting response compared to WT. Although Arabidopsis is an excellent model system to study adventitious rooting, physiological and developmental responses differed significantly, underlining the importance of avoiding data generalisation on rooting responses derived from different experimental systems with this species.     

Molecular evolution of key genes for type II secretion in Legionella pneumophila

Given the role of type II protein secretion system (T2S) in the ecology and pathogenesis of Legionella pneumophila, it is possible that this system is a target for adaptive evolution. The population genetic structure of L.pneumophila was inferred from the partial sequences of rpoB and from the complete sequence of three T2S structural components (lspD, lspE and pilD) and from two T2S effectors critical for intracellular infection of protozoa (proA and srnA) of 37 strains isolated from natural and man-made environments and disease-related from worldwide sources. A phylogenetic analysis was obtained for the concatenated alignment and for each individual locus. Seven main groups were identified containing the same L.pneumophila strains, suggesting an ancient divergence for each cluster and indicating that the operating selective pressures have equally affected the evolution of the five genes. Although linkage disequilibrium analysis indicate a clonal nature for population structure in this sample, our results indicate that recombination is a common phenomenon among T2S-related genes on this species, as 24 of the 37 L.pneumophila isolates contained at least one locus in which recombination was identified. Furthermore, neutral selection acting on the analysed T2S-related genes emerged as a clear result, namely on T2S effectors, ProA and SrnA, indicating that they are probably implicated in conserved virulence mechanisms through legionellae hosts.     

Evidences for Viral Strain Selection in Late Stages of HIV Infection: An Analysis of Vpu Alleles

One of the most studied topics about AIDS disease is the presence of different progression levels in patients infected by HIV. Several studies have shown that this progression is directly associated with host genetics, although viral factors are also known to play a role. Here we explore the contribution of Vpu protein in the evolution of viral population. The sequence variation of Vpu was analyzed during HIV infection in peripheral blood monocyte cells of 12 patients in different clinical stages of HIV-1 infection early and late stages of infections, separated by at least 4 years. The clustering analysis of Vpu sequences showed higher diversity of early alleles, non-random distribution of sequences, and viral evolution strains selection. Forty-two amino acid modifications were found in the multiple alignments of the 57 different alleles found for early stage were 23 modifications were found in the late stage dataset. Interestingly fourteen alteration of early stage were located in conserved site related with Vpu functions alterations while these alterations appear with less frequency in the late stage of infection. Moreover, late stage alleles tend to be similar with the Vpu wild type sequence, suggesting viral selection toward populations harboring more efficient variants during the course of infection. This would contribute to higher infectivity and viral replication actually observed at the aggressive late stages of infection. These data, in conjunction with in vitro experiments, will be important to elucidation of the physiological relevance of Vpu protein in the pathogenic mechanisms of AIDS.     

The basic antioxidant structure for flavonoid derivatives

An antioxidant structure-activity study is carried out in this work with ten flavonoid compounds using quantum chemistry calculations with the functional of density theory method. According to the geometry obtained by using the B3LYP/6-31G(d) method, the HOMO, ionization potential, stabilization energies, and spin density distribution showed that the flavonol is the more antioxidant nucleus. The spin density contribution is determinant for the stability of the free radical. The number of resonance structures is related to the π-type electron system. 3-hydroxyflavone is the basic antioxidant structure for the simplified flavonoids studied here. The electron abstraction is more favored in the molecules where ether group and 3-hydroxyl are present, nonetheless 2,3-double bond and carbonyl moiety are facultative.     

Incoming pathogens team up with harmless 'resident' bacteria

Microbial diseases occur as a result of multifarious host-pathogen interactions. However, invading pathogens encounter a large number of different harmless and beneficial bacterial species, which colonize and reside in the host. Surprisingly, there has been little study of the possible interactions between incoming pathogens and the resident bacterial community. Recent studies have revealed that resident bacteria assist different types of incoming pathogens via a wide variety of mechanisms including cell-cell signaling, metabolic interactions, evasion of the immune response and a resident-to-pathogen switch. This calls for serious consideration of pathogen-microbe interactions in the host with respect to disease severity and progression.     

Sex chromosome differentiation in Belostoma (Insecta: Heteroptera: Belostomatidae)

Belostoma, a genus of the family Belostomatidae, includes species of great ecological importance as biocontrol agents. Few species of these species have been the subject of cytogenetic analyses. Karyotypic evolution in this genus involves agmatoploidy and simploidy; there are also different sex chromosome systems. We examined two Belostoma species (B. dilatatum and B. candidulum) collected from the Paranapanema River Basin (Brazil). Mitotic and meiotic analysis revealed 2n(♂) = 26 + X(1)X(2)X(3)Y for B. dilatatum and 2n(♂) = 14 + XY for B. candidulum; both karyotypes have holokinetic chromosomes. Differences in heterochromatin distribution were also observed between the species, besides variation in the localization of CMA(3)(+)/DAPI(-) blocks. The existence of different types of sex chromosome systems in these species was confirmed based on arrangements of the chromosomes in different meiotic stages. We identified a new sex system in B. dilatatum, and make the first cytogenetic report on B. candidulum.