Ortholog clustering on a multipartite graph

We present a method for automatically extracting groups of orthologous genes from a large set of genomes by a new clustering algorithm on a weighted multipartite graph. The method assigns a score to an arbitrary subset of genes from multiple genomes to assess the orthologous relationships between genes in the subset. This score is computed using sequence similarities between the member genes and the phylogenetic relationship between the corresponding genomes. An ortholog cluster is found as the subset with the highest score, so ortholog clustering is formulated as a combinatorial optimization problem. The algorithm for finding an ortholog cluster runs in time O(|E| + |V| log |V|), where V and E are the sets of vertices and edges, respectively, in the graph. However, if we discretize the similarity scores into a constant number of bins, the runtime improves to O(|E| + |V|). The proposed method was applied to seven complete eukaryote genomes on which the manually curated database of eukaryotic ortholog clusters, KOG, is constructed. A comparison of our results with the manually curated ortholog clusters shows that our clusters are well correlated with the existing clusters     

Prevalence of Myopia and Its Risk Factors in Urban School Children in Delhi: The North India Myopia Study (NIM Study)

PurposeAssess prevalence of myopia and identify associated risk factors in urban school children.MethodsThis was a cross-sectional study screening children for sub-normal vision and refractive errors in Delhi. Vision was tested by trained health workers using ETDRS charts. Risk factor questionnaire was filled for children with vision <6/9.5, wearing spectacles and for a subset (10%) of randomly selected children with normal vision. All children with vision <6/9.5 underwent cycloplegic refraction. The prevalence of myopia <-0.5 diopters was assessed. Association of risk factors and prevalence of myopia was analyzed for children with myopia and randomly selected non myopic children and adjusted odds ratio values for all risk factors were estimated.ResultsA total number of 9884 children were screened with mean age of 11.6 + 2.2 years and 66.8% boys. Prevalence of myopia was 13.1% with only 320 children (24.7%) wearing appropriate spectacles. Mean myopic spherical error was -1.86 + 1.4 diopters. Prevalence of myopia was higher in private schools compared to government schools (p<0.001), in girls vs. boys (p = 0.004) and among older (> 11 years) children (p<0.001). There was a positive association of myopia with studying in private schools vs. government schools (p<0.001), positive family history (p< 0.001) and higher socio-economic status (p = 0.037). Positive association of presence of myopia was observed with children studying/reading > 5 hours per day (p < 0.001), watching television > 2 hours / day (p < 0.001) and with playing computer/video/mobile games (p < 0.001). An inverse association with outdoor activities/playing was observed with children playing > 2 hours in a day.ConclusionMyopia is a major health problem in Indian school children. It is important to identify modifiable risk factors associated with its development and try to develop cost effective intervention strategies.     

One-step kinetics-based immunoassay for the highly sensitive detection of C-reactive protein in less than 30 min

This article reveals a rapid sandwich enzyme-linked immunosorbent assay (ELISA) for the highly sensitive detection of human C-reactive protein (CRP) in less than 30 min. It employs a one-step kinetics-based highly simplified and cost-effective sandwich ELISA procedure with minimal process steps. The procedure involves the formation of a sandwich immune complex on capture anti-human CRP antibody-bound Dynabeads in 15 min, followed by two magnet-assisted washings and one enzymatic reaction. The developed sandwich ELISA detects CRP in the dynamic range of 0.3 to 81 ng ml⁻¹ with a limit of detection of 0.4 ng ml⁻¹ and an analytical sensitivity of 0.7 ng ml⁻¹. It detects CRP spiked in diluted human whole blood and serum with high analytical precision, as confirmed by conventional sandwich ELISA. Moreover, the results of the developed ELISA for the determination of CRP in the ethylenediaminetetraacetic acid plasma samples of patients are in good agreement with those obtained by the conventional ELISA. The developed immunoassay has immense potential for the development of rapid and cost-effective in vitro diagnostic kits.     

Graphene-based immunoassay for human lipocalin-2

We have developed a highly sensitive immunoassay using graphene nano platelets (GNPs) for the rapid detection of human lipocalin-2 (LCN2) in plasma, serum, and whole blood. It has the dynamic range, linear range, limit of detection, and analytical sensitivity of 0.6 to 5120, 80 to 2560, 0.7, and 1 pg/ml, respectively. It is the most sensitive assay for the detection of LCN2, which has 80-fold higher analytical sensitivity and 3-fold lesser immunoassay duration than the commercially available sandwich enzyme-linked immunosorbent assay (ELISA) kit. The functionalization of microtiter plate (MTP) with GNPs, dispersed in 3-aminopropyltriethoxysilane (APTES), provided the increased surface area that leads to higher immobilization density of capture antibodies. Moreover, the generation of free amino groups on MTP and GNPs by APTES enables the leach-proof covalent crosslinking of anti-human LCN2 capture antibody by its carboxyl groups using 1-ethyl-3-[3-dimethylaminopropyl]carbodiimide hydrochloride (EDC) as the heterobifunctional crosslinker. The anti-LCN2 antibody-bound MTPs were highly stable given that they did not show any significant decrease in their functional activity when stored at 4 °C in 0.1 M phosphate-buffered saline (PBS) for 8 weeks. The developed immunoassay correlated well with the conventional ELISA, thereby demonstrating its high precision and potential utility for highly sensitive analyte detection in industrial and clinical settings.     

Multisubstrate-compatible ELISA procedures for rapid and high-sensitivity immunoassays

This protocol describes an improved and optimized approach to develop rapid and high-sensitivity ELISAs by covalently immobilizing antibody on chemically modified polymeric surfaces. The method involves initial surface activation with KOH and an O(2) plasma, and then amine functionalization with 3-aminopropyltriethoxysilane. The second step requires covalent antibody immobilization on the aminated surface, followed by ELISA. The ELISA procedure developed is 16-fold more sensitive than established methods. This protocol could be used generally as a quantitative analytical approach to perform high-sensitivity and rapid assays in clinical situations, and would provide a faster approach to screen phage-displayed libraries in antibody development facilities. The antibody immobilization procedure is of ～3 h duration and facilitates rapid ELISAs. This method can be used to perform assays on a wide range of commercially relevant solid support matrices (including those that are chemically inert) with various biosensor formats.     

A method for regenerating gold surface for prolonged reuse of gold-coated surface plasmon resonance chip

We developed a method to completely regenerate the gold (Au) surface of 3-aminopropyltriethoxysilane (APTES)-functionalized Au-coated surface plasmon resonance (SPR) chip that had been used for human fetuin A (HFA) immunoassay. It involved treatment of the used SPR chip with freshly prepared piranha solution (concentrated H(2)SO(4)/30% H(2)O(2)=3:1, v/v) for 15 min followed by extensive rinsing with ethanol and deionized water. The developed method enabled prolonged reuse of the regenerated SPR chip that increased its cost-effectiveness without affecting the reproducibility of HFA immunoassays.     

Sulfo-N-hydroxysuccinimide interferes with bicinchoninic acid protein assay

A high-performance liquid chromatography (HPLC)-based fluorometric method for measuring serine hydroxymethyltransferase (SHMT) activity toward formation of serine and (6S)-H₄PteGlu_n has been developed. In this method, serine formed by SHMT activity is reacted with 4-fluoro-7-nitro-2,1,3-benzoxadiazole (NBD-F) to form the fluorescent adduct NBD–serine. The fluorescent assay components are then separated by reversed-phase chromatography, and NBD–serine is quantified by comparison with standards. This method was used to determine the K_m and k_cat values for 5,10-CH₂–H₄PteGlu₅ of an SHMT from Arabidopsis thaliana. These data represent the first determination of kinetic parameters for (6S)-5,10-CH₂–H₄PteGlu₅ for an SHMT from any organism.     

Interference of N-hydroxysuccinimide with bicinchoninic acid protein assay

We report here substantial interference from N-hydroxysuccinimide (NHS) in the bicinchoninic acid (BCA) protein assay. NHS is one of the most commonly used crosslinking agents in bioanalytical sciences, which can lead to serious potential errors in the BCA protein assay based protein estimation if it is present in the protein analyte solution. It was identified to be a reducing substance, which interferes with the BCA protein assay by reducing Cu²⁺ in the BCA working reagent. The absorbance peak and absorbance signal of NHS were very similar to those of bovine serum albumin (BSA), thereby indicating a similar BCA reaction mechanism for NHS and protein. However, the combined absorbance of NHS and BSA was not additive. The time–response measurements of the BCA protein assay showed consistent single-phase kinetics for NHS and gradually decreasing kinetics for BSA. The error in protein estimation due to the presence of NHS was counteracted effectively by plotting additional BCA standard curve for BSA with a fixed concentration of NHS. The difference between the absorbance values of BSA and BSA with a fixed NHS concentration provided the absorbance contributed by NHS, which was then subtracted from the total absorbance of analyte sample to determine the actual absorbance of protein in the analyte sample.     

Advances in carbon nanotube based electrochemical sensors for bioanalytical applications

Electrochemical (EC) sensing approaches have exploited the use of carbon nanotubes (CNTs) as electrode materials owing to their unique structures and properties to provide strong electrocatalytic activity with minimal surface fouling. Nanofabrication and device integration technologies have emerged along with significant advances in the synthesis, purification, conjugation and biofunctionalization of CNTs. Such combined efforts have contributed towards the rapid development of CNT-based sensors for a plethora of important analytes with improved detection sensitivity and selectivity. The use of CNTs opens an opportunity for the direct electron transfer between the enzyme and the active electrode area. Of particular interest are also excellent electrocatalytic activities of CNTs on the redox reaction of hydrogen peroxide and nicotinamide adenine dinucleotide, two major by-products of enzymatic reactions. This excellent electrocatalysis holds a promising future for the simple design and implementation of on-site biosensors for oxidases and dehydrogenases with enhanced selectivity. To date, the use of an anti-interference layer or an artificial electron mediator is critically needed to circumvent unwanted endogenous electroactive species. Such interfering species are effectively suppressed by using CNT based electrodes since the oxidation of NADH, thiols, hydrogen peroxide, etc. by CNTs can be performed at low potentials. Nevertheless, the major future challenges for the development of CNT-EC sensors include miniaturization, optimization and simplification of the procedure for fabricating CNT based electrodes with minimal non-specific binding, high sensitivity and rapid response followed by their extensive validation using “real world” samples. A high resistance to electrode fouling and selectivity are the two key pending issues for the application of CNT-based biosensors in clinical chemistry, food quality and control, waste water treatment and bioprocessing.