Inferring Intra-Community Microbial Interaction Patterns from Metagenomic Datasets Using Associative Rule Mining Techniques

The nature of inter-microbial metabolic interactions defines the stability of microbial communities residing in any ecological niche. Deciphering these interaction patterns is crucial for understanding the mode/mechanism(s) through which an individual microbial community transitions from one state to another (e.g. from a healthy to a diseased state). Statistical correlation techniques have been traditionally employed for mining microbial interaction patterns from taxonomic abundance data corresponding to a given microbial community. In spite of their efficiency, these correlation techniques can capture only ''pair-wise interactions''. Moreover, their emphasis on statistical significance can potentially result in missing out on several interactions that are relevant from a biological standpoint. This study explores the applicability of one of the earliest association rule mining algorithm i.e. the ''Apriori algorithm'' for deriving ''microbial association rules'' from the taxonomic profile of given microbial community. The classical Apriori approach derives association rules by analysing patterns of co-occurrence/co-exclusion between various ''(subsets of) features/items'' across various samples. Using real-world microbiome data, the efficiency/utility of this rule mining approach in deciphering multiple (biologically meaningful) association patterns between ''subsets/subgroups'' of microbes (constituting microbiome samples) is demonstrated. As an example, association rules derived from publicly available gut microbiome datasets indicate an association between a group of microbes (Faecalibacterium, Dorea, and Blautia) that are known to have mutualistic metabolic associations among themselves. Application of the rule mining approach on gut microbiomes (sourced from the Human Microbiome Project) further indicated similar microbial association patterns in gut microbiomes irrespective of the gender of the subjects. A Linux implementation of the Association Rule Mining (ARM) software (customised for deriving ''microbial association rules'' from microbiome data) is freely available for download from the following link: http://metagenomics.atc.tcs.com/arm.     

A high-density admixture scan in 1,670 African Americans with hypertension

Hypertension (HTN) is a devastating disease with a higher incidence in African Americans than European Americans, inspiring searches for genetic variants that contribute to this difference. We report the results of a large-scale admixture scan for genes contributing HTN risk, in which we screened 1,670 African Americans with HTN and 387 control individuals for regions of the genome with elevated proportion of African or European ancestry. No loci were identified that were significantly associated with HTN. We also searched for evidence of an admixture signal at 40 candidate genes and eight previously reported linkage peaks, but none appears to contribute substantially to the differential HTN risk between African and European Americans. Finally, we observed nominal association at one of the loci detected in the admixture scan of Zhu et al. 2005 (p = 0.016 at 6q24.3 correcting for four hypotheses tested), although we caution that the significance is marginal and the estimated odds ratio of 1.19 per African allele is less than what would be expected from the original report; thus, further work is needed to follow up this locus.     

Human Semaphorin 3 Variants Link Melanocortin Circuit Development and Energy Balance

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Syrbactin-class dual constitutive- and immuno-proteasome inhibitor TIR-199 impedes myeloma-mediated bone degeneration in vivo

Proteasome-addicted neoplastic malignancies present a considerable refractory and relapsed phenotype with patients exhibiting drug resistance and high mortality rates. To counter this global problem, novel proteasome-based therapies are being developed. In the current study, we extensively characterize TIR-199, a syrbactin-class proteasome inhibitor derived from a plant virulence factor of bacterium Pseudomonas syringae pv syringae. We report that TIR-199 is a potent constitutive and immunoproteasome inhibitor, capable of inducing cell death in multiple myeloma, triple-negative breast cancer, (TNBC) and non-small cell lung cancer lines. TIR-199 also effectively inhibits the proteasome in primary myeloma cells of patients, and bypasses the PSMB5 A49T+A50V bortezomib-resistant mutant. TIR-199 treatment leads to accumulation of canonical proteasome substrates in cells, it is specific, and does not inhibit 50 other enzymes tested in vitro. The drug exhibits synergistic cytotoxicity in combination with proteasome-activating kinase DYRK2 inhibitor LDN192960. Furthermore, low-doses of TIR-199 exhibits in vivo activity by delaying myeloma-mediated bone degeneration in a mouse xenograft model. Together, our data indicates that proteasome inhibitor TIR-199 could indeed be a promising next-generation drug within the repertoire of proteasome-based therapeutics.     

Interaction between Cymbidium aloifolium and Apis cerana: Incidence of an outlier in modular pollination network of oil flowers

So far, oil‐rewarding flowers are known to be pollinated only by oil‐collecting bees, which gather and use lipids for larval feed and nest building. As honeybees do not have oil‐collecting appendages on their legs, they have not been associated with pollination of such flowers. In a predominantly Apis pollinated and food deceptive clade of wild Cymbidiums, we investigated the reproductive strategy of Cymbidium aloifolium, hitherto unknown for its floral oil reward. Our study demonstrates the requisites for establishment of mutualistic interaction between the oil flower and Apis cerana indica, a corbiculate bee. Success in pollination requires learning by honeybees to access the food reward, thereby displaying cognitive ability of the pollinator to access the customized reward. Morphometric matching between orchid flowers and the pollinator, and that between pollinia and stigmatic cavity also appear to be essential in the pollination success. Absence of pollinator competition and prolonged flower‐handling time are suggested to promote floral constancy. The present study highlights the need to explore the spectrum of pollination rewards pursued by honeybees, which may include unconventional composition of floral resources.     

Activation of the GP IIb-IIIa complex induced by platelet adhesion to collagen is mediated by both alpha2beta1 integrin and GP VI

alpha2beta1 integrin, CD36, and GP VI have all been implicated in platelet-collagen adhesive interactions. We have investigated the role of these glycoproteins on activation of the GP IIb-IIIa complex induced by platelet adhesion to type I fibrillar and monomeric collagen under static conditions. In the presence of Mg2+, platelet adhesion to fibrillar collagen induced activation of the GP IIb-IIIa complex and complete spreading. Anti-alpha2beta1 integrin and anti-GP VI antibodies inhibited the activation of the GP IIb-IIIa complex by about 40 and 50%, respectively, at 60 min although minimal inhibitory effects on adhesion were seen. Platelet spreading was markedly reduced by anti-alpha2beta1 integrin antibody. The combination of anti-alpha2beta1 integrin with anti-GP VI antibody completely inhibited both platelet adhesion and activation of the GP IIb-IIIa complex. Anti-CD36 antibody had no significant effects on platelet adhesion, spreading, and the activation of the GP IIb-IIIa complex at 60 min. Aspirin and the thromboxane A2 receptor antagonist SQ29548 inhibited activation of the GP IIb-IIIa complex about 30% but had minimal inhibitory effect on adhesion. In the absence of Mg2+, there was significant activation of the GP IIb-IIIa complex but minimal spreading was observed. Anti-GP VI antibody completely inhibited adhesion whereas no effect was observed with anti-alpha2beta1 integrin antibody. Anti-CD36 antibody partially inhibited both adhesion and the activation of the GP IIb-IIIa complex. Platelet adhesion to monomeric collagen, which requires Mg2+ and is exclusively mediated by alpha2beta1 integrin, resulted in partial activation of the GPIIb-IIIa complex and spreading. No significant effects were observed by anti-CD36 and anti-GP VI antibodies. These results suggest that both alpha2beta1 integrin and GP VI are involved in inside-out signaling leading to activation of the GP IIb-IIIa complex after platelet adhesion to collagen and generation of thromboxane A2 may further enhance expression of activated GP IIb-IIIa complexes.     

Potential hypotensive agents: synthesis and hypotensive activity of oxime ethers derived from 1-naphthoxepines and related compounds

The synthesis and pharmacological evaluation of substituted oximino-ethers 1 and 2 of naphth[1,2-b]- and naphth[2,1-b]-oxepin-5-ones (4 and 8) were carried out. The hypotensive activity of oximino-ethers 1 and 2 was evaluated on anaesthetized cats. The results indicated that 1c caused a fall of 80 mm/Hg for >100' at a dose of 5mg/kg iv in anaesthetized cats.     

Minor groove binding DNA ligands with expanded A/T sequence length recognition, selective binding to bent DNA regions and enhanced fluorescent properties

DNA minor groove ligands provide a paradigm for double-stranded DNA recognition, where common structural motifs provide a crescent shape that matches the helix turn. Since minor groove ligands are useful in medicine, new ligands with improved binding properties based on the structural information about DNA-ligand complexes could be useful in developing new drugs. Here, two new synthetic analogues of AT specific Hoechst 33258 5-(4-methylpiperazin-1-yl)-2-[2'-(3,4-dimethoxyphenyl)-5'-benzimidazolyl] benzimidazole (DMA) and 5-(4-methylpiperazin-1-yl)-2-[2'[2'-(4-hydroxy-3-methoxyphenyl)-5' '-benzimidazolyl]-5'-benzimidazolyl] benzimidazole (TBZ) were evaluated for their DNA binding properties. Both analogues are bisubstituted on the phenyl ring. DMA contains two ortho positioned methoxy groups, and TBZ contains a phenolic group at C-4 and a methoxy group at C-3. Fluorescence yield upon DNA binding increased 100-fold for TBZ and 16-fold for DMA. Like the parent compound, the new ligands showed low affinity to GC-rich (K approximately 4 x 10(7) M(-1)) relative to AT-rich sequences (K approximately 5 x 10(8) M(-1)), and fluorescence lifetime and anisotropy studies suggest two distinct DNA-ligand complexes. Binding studies indicate expanded sequence recognition for TBZ (8-10 AT base pairs) and tighter binding (DeltaT(m) of 23 degrees C for d (GA(5)T(5)C). Finally, EMSA and equilibrium binding titration studies indicate that TBZ preferentially binds highly hydrated duplex domains with altered A-tract conformations d (GA(4)T(4)C)(2) (K= 3.55 x 10(9) M(-1)) and alters its structure over d (GT(4)A(4)C)(2) (K = 3.3 x 10(8) M(-1)) sequences. Altered DNA structure and higher fluorescence output for the bound fluorophore are consistent with adaptive binding and a constrained final complex. Therefore, the new ligands provide increased sequence and structure selective recognition and enhanced fluorescence upon minor groove binding, features that can be useful for further development as probes for chromatin structure stability.     

Mature glycosylation and trafficking of nicastrin modulate its binding to presenilins

Nicastrin is an integral component of the high molecular weight presenilin complexes that control proteolytic processing of the amyloid precursor protein and Notch. We report here that nicastrin is most probably a type 1 transmembrane glycoprotein that is expressed at moderate levels in the brain and in cultured neurons. Immunofluorescence studies demonstrate that nicastrin is localized in the endoplasmic reticulum, Golgi, and a discrete population of vesicles. Glycosidase analyses reveal that endogenous nicastrin undergoes a conventional, trafficking-dependent maturation process. However, when highly expressed in transfected cells, there is a disproportionate accumulation of the endo-beta-N-acetylglucosaminidase H-sensitive, immature form, with no significant increase in the levels of the fully mature species. Immunoprecipitation revealed that presenilin-1 interacts preferentially with mature nicastrin, suggesting that correct trafficking and co-localization of the presenilin complex components are essential for activity. These findings demonstrate that trafficking and post-translational modifications of nicastrin are tightly regulated processes that accompany the assembly of the active presenilin complexes that execute gamma-secretase cleavage. These results also underscore the caveat that simple overexpression of nicastrin in transfected cells may result in the accumulation of large amounts of the immature protein, which is apparently unable to assemble into the active complexes capable of processing amyloid precursor protein and Notch.