Efficient Semiparametric Marginal Estimation for the Partially Linear Additive Model for Longitudinal/Clustered Data

We consider the efficient estimation of a regression parameter in a partially linear additive nonparametric regression model from repeated measures data when the covariates are multivariate. To date, while there is some literature in the scalar covariate case, the problem has not been addressed in the multivariate additive model case. Ours represents a first contribution in this direction. As part of this work, we first describe the behavior of nonparametric estimators for additive models with repeated measures when the underlying model is not additive. These results are critical when one considers variants of the basic additive model. We apply them to the partially linear additive repeated-measures model, deriving an explicit consistent estimator of the parametric component; if the errors are in addition Gaussian, the estimator is semiparametric efficient. We also apply our basic methods to a unique testing problem that arises in genetic epidemiology; in combination with a projection argument we develop an efficient and easily computed testing scheme. Simulations and an empirical example from nutritional epidemiology illustrate our methods.     

Gene prioritization through genomic data fusion

The identification of genes involved in health and disease remains a challenge. We describe a bioinformatics approach, together with a freely accessible, interactive and flexible software termed Endeavour, to prioritize candidate genes underlying biological processes or diseases, based on their similarity to known genes involved in these phenomena. Unlike previous approaches, ours generates distinct prioritizations for multiple heterogeneous data sources, which are then integrated, or fused, into a global ranking using order statistics. In addition, it offers the flexibility of including additional data sources. Validation of our approach revealed it was able to efficiently prioritize 627 genes in disease data sets and 76 genes in biological pathway sets, identify candidates of 16 mono- or polygenic diseases, and discover regulatory genes of myeloid differentiation. Furthermore, the approach identified a novel gene involved in craniofacial development from a 2-Mb chromosomal region, deleted in some patients with DiGeorge-like birth defects. The approach described here offers an alternative integrative method for gene discovery.     

Structure of triphosphoryl nucleotide bound at the active site of yeast hexokinase: 1H-nuclear magnetic resonance study

Conformation of a nonhydrolyzable adenosine triphosphate (ATP) analogue, adenylyl-(,-methylene)-diphosphonate (AMPPCP) bound at the active site of yeast hexokinase-PII was determined by proton two-dimensional transferred nuclear Overhauser effect spectroscopy (TRNOESY) and molecular dynamics simulations. The effect of the glucose-induced domain closure on the conformation of the nucleotide was evaluated by making measurements on two different complexes: PIIAMPPCPMg(II) and PIIGlcAMPPCPMg(II). TRNOE measurements were made at 500 MHz, 10°C, as a function of several mixing times varying in the range of 40 to 200 ms. Interproton distances derived from the analysis of NOE buildup curves were used as restraints in molecular dynamics simulations to determine the conformation of the enzyme bound nucleotide. The adenosine moiety was found to bind in high anti conformation with a glycosidic torsion angle = 48 ± 5 degrees in both complexes. However, significant differences in the conformations of the ribose and triphosphoryl chain of the nucleotide are observed between the two complexes. The phase angles of pseudorotation P in PIIAMPPCPMg(II) and PIIGlcAMPPCPMg(II) are 87 degrees and 77 degrees, describing a OE and OT₄ sugar pucker and the amplitudes of the sugar pucker () are 37 degrees and 61 degrees, respectively.     

Effect of coordinated addition of specific amino acids on the synthesis of recombinant glucose isomerase

The amplified expression of a recombinant protein is known to lead to an intracellular depletion of specific amino acid pools which in turn may affect the production of the desired protein. In order to counteract and overcome such a situation during the fermentation of the recombinant Escherichia coli (PMSG27) containing the glucose isomerase (GI) gene from Streptomyces sp. NCIM 2730, the effect of addition of different amino acids on the specific activity of GI was studied. The amino acid composition of GI from Streptomyces sp. NCIM 2730 reveals predominantly aspartic acid, glutamic acid, and glycine; therefore, in the present paper, the effect of coordinated addition of the assorted combinations of these three amino acids on the synthesis of recombinant GI was studied. The results were analyzed using a 2³ factorial design. The following conclusions were derived from the analysis of two-factor interactions of the three amino acids: (i) The interaction between the aspartic and glutamic acid is independent of aspartic acid concentration but is affected by the increasing concentrations of glutamic acid, (ii) The effect of aspartic acid concentration is more than that of glycine, and (iii) During the interaction of glutamic acid and glycine, the effect of glutamic acid is more prominent than that of glycine. The three-factor interaction analyses reveal that the effect of the three amino acids is in the order aspartic acid > glutamic acid > glycine.     

Hepatoprotective activity of Cassia fistula leaf extract.

Hepatoprotective activity of the n-heptane extract of Cassia fistula leaves was investigated by inducing hepatotoxicity with paracetamol in rats. The extract at a dose of 400 mg/kg body wt. exhibited orally, significant protective effect by lowering the serum levels of transaminases (SGOT and SGPT), bilirubin and alkaline phosphatase (ALP). The effects produced were comparable to that of a standard hepatoprotective agent.     

How cytochrome c folds, and why: submolecular foldon units and their stepwise sequential stabilization

Native state hydrogen exchange experiments have shown that the cytochrome c (Cyt c) protein consists of five cooperative folding-unfolding units, called foldons. These are named, in the order of increasing unfolding free energy, the nested-Yellow, Red, Yellow, Green, and Blue foldons. Previous results suggest that these units unfold in a stepwise sequential way so that each higher energy partially unfolded form includes all of the previously unfolded lower free energy units. If this is so, then selectively destabilizing any given foldon should equally destabilize each subsequent unfolding step above it in the unfolding ladder but leave the lower ones before it unaffected. To perform this test, we introduced the mutation Glu62Gly, which deletes a salt link in the Yellow unit and destabilizes the protein by 0.8 kcal/mol. Native state hydrogen exchange and other experiments show that the stability of the Yellow unit and the states above it in the free energy ladder are destabilized by about the same amount while the lower lying states are unaffected. These results help to confirm the sequential stepwise nature of the Cyt c unfolding pathway and therefore a similar refolding pathway. The steps in the pathway are dictated by the concerted folding-unfolding property of the individual unit foldons; the order of steps is determined by the sequential stabilization of progressively added foldons in the native context. Much related information for Cyt c strongly conforms with this mechanism. Its generality is supported by available information for other proteins.     

Molecular pathogenesis of Wilson disease: haplotype analysis, detection of prevalent mutations and genotype–phenotype correlation in Indian patients

Wilson disease (WD) is an autosomal recessive disorder caused by defects in the copper-transporting P-type ATPase gene (ATP7B) resulting in the accumulation of copper in the liver and the brain. We identified prevalent mutations in the ATP7B of Indian WD patients and attempted to correlate those with the disease phenotype. Patients from 62 unrelated families and their first-degree relatives comprising 200 individuals were enrolled in this study. Three dinucleotide repeat markers flanking WD locus and a few intragenic SNPs were used to determine the genotypes and construct haplotypes of the patients. Seven recurring haplotypes accounting for 58% of the total mutant chromosomes were identified, and four underlying defects in the ATP7B representing 37% of WD chromosomes were detected. In addition, five other rare mutations were characterized. Thus a total of nine mutations including five novel changes were identified in the ATP7B of WD patients. Interestingly, homozygotes for different mutations that would be expected to produce similar defective proteins showed significant disparity in terms of organ involvement and severity of the disease. We also observed WD patients with neurological symptoms with little or no manifestation of hepatic pathogenesis. In one WD family, the proband and a sib had remarkably different phenotypes despite sharing the same pair of mutant chromosomes. These findings suggest a potential role for yet unidentified modifying loci for the observed phenotypic heterogeneity among the WD patients.     

Tracking the genetic imprints of lost Jewish tribes among the gene pool of Kuki-Chin-Mizo population of India

Background  

The Kuki-Chin-Mizo population comprising traditionally endogamous tribal groups residing in the state of Mizoram, India claim their descent from the ten lost tribes of Israel that were exiled by the Assyrians. To ascertain their oral history, we analysed DNA markers comprising 15 autosomal microsatellite markers, 5 biallelic and 20 microsatellite markers on Y-chromosome and the maternally inherited mitochondrial DNA sequence variations on 414 individuals belonging to 5 tribal communities from Mizoram (Hmar, Kuki, Mara, Lai and Lusei). The genetic profiles obtained were compared either with populations sharing Jewish ancestry or with local populations along the probable route of migration of the Jewish ancestry claimant Mizoram tribes.     

Interspecific variation of body shape and sexual dimorphism in three coexisting species of the genus <Emphasis Type="Italic">Petrotilapia</Emphasis> (Teleostei: Cichlidae) from Lake Malawi

Differences in color patterns have been the most used feature in describing cichlid species belonging to genus Petrotilapia from Lake Malawi. In this study, we quantified morphological variation in body shape within and among three coexisting Petrotilapia species using landmark-based geometric morphometric methods. Statistic analyses revealed significant body shape differences among species but not between sexes. Post hoc multiple comparisons based on Mahalanobis distances revealed that P. nigra was significantly different from P. genalutea and Petrotilapia sp., whereas the latter two were not significantly different. The splines generated showed that the most pronounced variation was in the head region, in which P. nigra had a relatively longer and deeper head than the other two. The most clear-cut distinction was in gape length; P. genalutea had the longest gape, followed by Petrotilapia sp., whereas P. nigra had the shortest gape. Body depth was shallower in P. nigra than the others. When comparing sexes by their centroid size, ANOVA revealed that males were bigger than females. Therefore, we conclude that color is not the only feature that can distinguish these congeners. We discuss the observed sexual dimorphism in terms of sexual selection and relate morphological variation among species to feeding behavior, which may help explain their coexistence in nature.