Predicting Bevirimat resistance of HIV-1 from genotype

<p>Abstract</p> <p>Background</p> <p>Maturation inhibitors are a new class of antiretroviral drugs. Bevirimat (BVM) was the first substance in this class of inhibitors entering clinical trials. While the inhibitory function of BVM is well established, the molecular mechanisms of action and resistance are not well understood. It is known that mutations in the regions CS p24/p2 and p2 can cause phenotypic resistance to BVM. We have investigated a set of p24/p2 sequences of HIV-1 of known phenotypic resistance to BVM to test whether BVM resistance can be predicted from sequence, and to identify possible molecular mechanisms of BVM resistance in HIV-1.</p> <p>Results</p> <p>We used artificial neural networks and random forests with different descriptors for the prediction of BVM resistance. Random forests with hydrophobicity as descriptor performed best and classified the sequences with an area under the Receiver Operating Characteristics (ROC) curve of 0.93 ± 0.001. For the collected data we find that p2 sequence positions 369 to 376 have the highest impact on resistance, with positions 370 and 372 being particularly important. These findings are in partial agreement with other recent studies. Apart from the complex machine learning models we derived a number of simple rules that predict BVM resistance from sequence with surprising accuracy. According to computational predictions based on the data set used, cleavage sites are usually not shifted by resistance mutations. However, we found that resistance mutations could shorten and weaken the <it>α</it>-helix in p2, which hints at a possible resistance mechanism.</p> <p>Conclusions</p> <p>We found that BVM resistance of HIV-1 can be predicted well from the sequence of the p2 peptide, which may prove useful for personalized therapy if maturation inhibitors reach clinical practice. Results of secondary structure analysis are compatible with a possible route to BVM resistance in which mutations weaken a six-helix bundle discovered in recent experiments, and thus ease Gag cleavage by the retroviral protease.</p

Yeast Golgi SNARE interactions are promiscuous

The transport of proteins between various compartments of the secretory pathway occurs by the budding of vesicles from one membrane and their fusion with another. A key event in this process is the selective recognition of the target membrane by the vesicle and the current view is that SNARE protein interactions likely play a central role in vesicle-target recognition and or membrane fusion. In yeast, only a single syntaxin (Sed5p) is required for Golgi transport and Sed5p is known to bind to at least 7 SNARE proteins. However, the number of Sed5p-containing SNARE complexes that exist in cells is not known. In this study we examined direct pair-wise interactions between full length soluble recombinant forms of SNAREs (Sed5p, Sft1p, Ykt6p, Vti1p, Gos1p, Sec22p, Bos1p, and Bet1p) involved in ER-Golgi and intra-Golgi membrane trafficking. In the binding assay that we describe here the majority of SNARE-binary interactions tested were positive, indicating that SNARE-SNARE interactions although promiscuous are not entirely non-selective, Interactions between a number of the genes encoding these SNAREs are consistent with our binding data and taken together our results suggest that functionally redundant Golgi SNARE-complexes exist in yeast. In particular, overexpression of Bet1p (a SNARE required for ER-Golgi and Golgi-ER traffic) and can bypass the requirement for the otherwise essential SNARE Sft1p (required for intra-Golgi traffic), suggesting that Bet1p either functions in a parallel pathway with Sft1p or can be incorporated into SNARE-complexes in place of Sftp1, None-the-less this result suggests that Bet1p can participate in two distinct trafficking steps, cycling between the ER and Golgi as well as in retrograde intra-Golgi traffic, In addition, suppressor genetics together with the analysis of the phenotypes of conditional mutations in Sft1p and Ykt6p, are consistent with a role for these SNAREs in more than one trafficking step. We propose that different combinations of SNAREs form complexes with Sed5p and are required for multiple steps in ER-Golgi and intra-Golgi vesicular traffic, And that the apparent promiscuity of SNARE-SNARE binding interactions, together with the requirement for some SNAREs in more than one trafficking step, supports the view that the specificity of vesicle fusion events cannot be explained solely on the basis of SNARE-SNARE interactions

AtBS14a and AtBS14b, two Bet1/Sft1-like SNAREs from Arabidopsis thaliana that complement mutations in the yeast SFT1 gene

SNAREs are membrane-associated proteins that play a central role in vesicle targeting and intra-cellular membrane fusion reactions in eukaryotic cells, Here we describe the identification of AtBS14a and AtBS14b, putative SNAREs from Arabidopsis. thaliana that share 60\% amino acid sequence identity, Both AtBS14a and BS14b are dosage suppressors of the temperature-sensitive growth defect in sft1-1 cells and overexpression of either AtBS14a or AtBS14b can support the growth of sft1 Delta cells but not bet1 Delta cells. These data together with structure-function and biochemical studies presented herein suggest that AtBS14a and AtBS14b share properties that are consistent with them being members of the Bet1/Sft1 SNARE protein family. (C) 2001 Published by Elsevier Science B.V. on behalf of the Federation of European Biochemical Societies

Structural-functional studies of human transferrin by using in vitro mutagenesis.

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Longins and their longin domains: regulated SNAREs and multifunctional SNARE regulators

Longins are the only R-SNAREs that are common to all eukaryotes and are characterized by a conserved N-terminal domain with a profilin-like fold called a longin domain (LD). These domains seem to be essential for regulating membrane trafficking and they mediate unexpected biochemical functions via a range of protein-protein and intramolecular binding specificities. In addition to the longins, proteins involved in the regulation of intracellular trafficking, such as subunits of the adaptor and transport protein particle complexes, also have LD-like folds. The functions and cellular localization of longins are regulated at several levels and the longin prototypes TI-VAMP, Sec22 and Ykt6 show different distributions among eukaryotes, reflecting their modular and functional diversity. In mammals, TI-VAMP and Ykt6 are crucial for neuronal function, and defects in longin structure or function might underlie some human neurological pathologies