Biotechnology in the 21st century

Although the future is unpredictable, it is highly likely that biotechnology will play a much more visible and significant role in the 21st century than it did in the 20th century. The number and kinds of drugs provided by biotechnology will expand markedly and biotechnology will stand at the center of the oncoming revolution in bioinformatics.     

Out of Africa and back again: nested cladistic analysis of human Y chromosome variation

We surveyed nine diallelic polymorphic sites on the Y chromosomes of 1,544 individuals from Africa, Asia, Europe, Oceania, and the New World. Phylogenetic analyses of these nine sites resulted in a tree for 10 distinct Y haplotypes with a coalescence time of approximately 150,000 years. The 10 haplotypes were unevenly distributed among human populations: 5 were restricted to a particular continent, 2 were shared between Africa and Europe, 1 was present only in the Old World, and 2 were found in all geographic regions surveyed. The ancestral haplotype was limited to African populations. Random permutation procedures revealed statistically significant patterns of geographical structuring of this paternal genetic variation. The results of a nested cladistic analysis indicated that these geographical associations arose through a combination of processes, including restricted, recurrent gene flow (isolation by distance) and range expansions. We inferred that one of the oldest events in the nested cladistic analysis was a range expansion out of Africa which resulted in the complete replacement of Y chromosomes throughout the Old World, a finding consistent with many versions of the Out of Africa Replacement Model. A second and more recent range expansion brought Asian Y chromosomes back to Africa without replacing the indigenous African male gene pool. Thus, the previously observed high levels of Y chromosomal genetic diversity in Africa may be due in part to bidirectional population movements. Finally, a comparison of our results with those from nested cladistic analyses of human mtDNA and beta-globin data revealed different patterns of inferences for males and females concerning the relative roles of population history (range expansions) and population structure (recurrent gene flow), thereby adding a new sex-specific component to models of human evolution.      

Multi-node graphs: a framework for multiplexed biological assays.

Multiplex polymerase chain reaction (PCR) is an extension of the standard PCR protocol in which primers for multiple DNA loci are pooled together within a single reaction tube, enabling simultaneous sequence amplification, thus reducing costs and saving time. Potential cost saving and throughput improvements directly depend on the level of multiplexing achieved. Designing reliable and highly multiplexed assays is challenging because primers that are pooled together in a single reaction tube may cross-hybridize, though this can be addressed either by modifying the choice of primers for one or more amplicons, or by altering the way in which DNA loci are partitioned into separate reaction tubes. In this paper, we introduce a new graph formalism called a multi-node graph, and describe its application to the analysis of multiplex PCR scalability. We show, using random multi-node graphs that the scalability of multiplex PCR is constrained by a phase transition, suggesting fundamental limits on efforts to improve the cost-effectiveness and throughput of standard multiplex PCR assays. In particular, we show that when the multiplexing level of the reaction tubes is roughly theta(log (sn)) (where s is the number of primer pair candidates per locus and n is the number of loci to be amplified), then with very high probability we can 'cover' all loci with a valid assignment to one of the tubes in the assay. However, when the multiplexing level of the tube exceeds these bounds, there is no possible cover and moreover the size of the cover drops dramatically. Simulations using a simple greedy algorithm on real DNA data also confirm the presence of this phase transition. Our theoretical results suggest, however, that the resulting phase transition is a fundamental characteristic of the problem, implying intrinsic limits on the development of future assay design algorithms.     

Engineering a novel, stable dimeric streptavidin with lower isoelectric point

We have engineered a soluble, stable two-chain dimeric streptavidin (TCD) in Escherchia coli. Examination of the three-dimensional structure of streptavidin aided by empirical binding free-energy calculations helped us to select mutations at subunit interfaces that dissociate the native tetramer and stabilize the desired dimer. We chose positions W120, L124, V125 and H127 and mutated them to 120D/124D/125D/127D (TCD-1); 120D/124N/125S/127D (TCD-2); and 120D/124D/125S/127D (TCD-3). The H127D mutation creates electrostatic repulsion that disrupts the dimer-dimer interface, but leaves it very hydrophobic. Therefore, W120, L124 and V125 were mutated to hydrophilic residues to increase dimer solubility. Among the three candidates, TCD-2 gave the best result: a stable, active dimer with K(d) for biotin of approximately 1x10(-7)M after purification by gel-filtration chromatography. The experimental results confirm the possibility of rational engineering of low-pI dimeric streptavidins. Reduced-size streptavidin mutants with a net negative charge may be more suitable than antibodies or wild-type streptavidin for the targeting step in radioimmunotherapy because they should clear faster from the bloodstream and the kidney.     

Plasma placental RNA allelic ratio permits noninvasive prenatal chromosomal aneuploidy detection

Current methods for prenatal diagnosis of chromosomal aneuploidies involve the invasive sampling of fetal materials using procedures such as amniocentesis or chorionic villus sampling and constitute a finite risk to the fetus. Here, we outline a strategy for fetal chromosome dosage assessment that can be performed noninvasively through analysis of placental expressed mRNA in maternal plasma. We achieved noninvasive prenatal diagnosis of fetal trisomy 21 by determining the ratio between alleles of a single-nucleotide polymorphism (SNP) in PLAC4 mRNA, which is transcribed from chromosome 21 and expressed by the placenta, in maternal plasma. PLAC4 mRNA in maternal plasma was fetal derived and cleared after delivery. The allelic ratios in maternal plasma correlated with those in the placenta. Fetal trisomy 21 was detected noninvasively in 90% of cases and excluded in 96.5% of controls.     

Association of 25-Hydroxyvitamin D status and genetic variation in the vitamin D metabolic pathway with FEV1 in the Framingham Heart Study

Background

Vitamin D is associated with lung function in cross-sectional studies, and vitamin D inadequacy is hypothesized to play a role in the pathogenesis of chronic obstructive pulmonary disease. Further data are needed to clarify the relation between vitamin D status, genetic variation in vitamin D metabolic genes, and cross-sectional and longitudinal changes in lung function in healthy adults.

Methods

We estimated the association between serum 25-hydroxyvitamin D [25(OH)D] and cross-sectional forced expiratory volume in the first second (FEV₁) in Framingham Heart Study (FHS) Offspring and Third Generation participants and the association between serum 25(OH)D and longitudinal change in FEV₁ in Third Generation participants using linear mixed-effects models. Using a gene-based approach, we investigated the association between 241 SNPs in 6 select vitamin D metabolic genes in relation to longitudinal change in FEV₁ in Offspring participants and pursued replication of these findings in a meta-analyzed set of 4 independent cohorts.

Results

We found a positive cross-sectional association between 25(OH)D and FEV₁ in FHS Offspring and Third Generation participants (P = 0.004). There was little or no association between 25(OH)D and longitudinal change in FEV₁ in Third Generation participants (P = 0.97). In Offspring participants, the CYP2R1 gene, hypothesized to influence usual serum 25(OH)D status, was associated with longitudinal change in FEV₁ (gene-based P < 0.05). The most significantly associated SNP from CYP2R1 had a consistent direction of association with FEV₁ in the meta-analyzed set of replication cohorts, but the association did not reach statistical significance thresholds (P = 0.09).

Conclusions

Serum 25(OH)D status was associated with cross-sectional FEV₁, but not longitudinal change in FEV₁. The inconsistent associations may be driven by differences in the groups studied. CYP2R1 demonstrated a gene-based association with longitudinal change in FEV₁ and is a promising candidate gene for further studies.

Electronic supplementary material

The online version of this article (doi:10.1186/s12931-015-0238-y) contains supplementary material, which is available to authorized users.     

Brain-computer interface based on generation of visual images

This paper examines the task of recognizing EEG patterns that correspond to performing three mental tasks: relaxation and imagining of two types of pictures: faces and houses. The experiments were performed using two EEG headsets: BrainProducts ActiCap and Emotiv EPOC. The Emotiv headset becomes widely used in consumer BCI application allowing for conducting large-scale EEG experiments in the future. Since classification accuracy significantly exceeded the level of random classification during the first three days of the experiment with EPOC headset, a control experiment was performed on the fourth day using ActiCap. The control experiment has shown that utilization of high-quality research equipment can enhance classification accuracy (up to 68% in some subjects) and that the accuracy is independent of the presence of EEG artifacts related to blinking and eye movement. This study also shows that computationally-inexpensive bayesian classifier based on covariance matrix analysis yields similar classification accuracy in this problem as a more sophisticated Multi-class Common Spatial Patterns (MCSP) classifier.     

Effect of streptavidins with varying biotin binding affinities on the properties of biotinylated gramicidin channels

The pentadecapeptide gramicidin A, which is known to form highly conductive ion channels in a bilayer lipid membrane by assembling as transmembrane head-to-head dimers, can be modified by attaching a biotin group to its C-terminus through an aminocaproyl spacer. Such biotinylated gramicidin A analogues also form ion channels in a hydrophobic lipid bilayer, exposing the biotin group to the aqueous bathing solution. Interaction of the biotinylated gramicidin channels with (strept)avidin has previously been shown to result in the appearance of a long-lasting open state with a doubled transition amplitude in single-channel traces and a deceleration of the macroscopic current kinetics as studied by the sensitized photoinactivation method. Here this interaction was studied further by using streptavidin mutants with weakened biotin binding affinities. The Stv-F120 mutant, having a substantially reduced biotin binding affinity, exhibited an efficacy similar to that of natural streptavidin in inducing both double-conductance channel formation and deceleration of the photoinactivation kinetics of the biotinylated gramicidin having a long linker arm. The Stv-A23D27 mutant with a severely weakened biotin binding affinity was ineffective in eliciting the double-conductance channels, but decelerated noticeably the photoinactivation kinetics of the long linker biotinylated gramicidin. However, the marked difference in the effects of the mutant and natural streptavidins was smaller than expected on the basis of the substantially reduced biotin binding affinity of the Stv-A23D27 mutant. This may suggest direct interaction of this mutant streptavidin with a lipid membrane in the process of its binding to biotinylated gramicidin channels. The role of linker arm length in the interaction of biotinylated gramicidins with streptavidin was revealed in experiments with a short linker gramicidin. This gramicidin analogue appeared to be unable to form double-conductance channels, though several lines of evidence were indicative of its binding by streptavidin. The data obtained show the conditions under which the interaction of streptavidin with biotinylated gramicidin leads to the formation of the double-conductance tandem channels composed of two cross-linked transmembrane dimers.