An approach to robust condition monitoring in industrial processes using pythagorean membership grades.

In this paper, a robust approach to improve the performance of a condition monitoring process in industrial plants by using Pythagorean membership grades is presented. The FCM algorithm is modified by using Pythagorean fuzzy sets, to obtain a new variant of it called Pythagorean Fuzzy C-Means (PyFCM). In addition, a kernel version of PyFCM (KPyFCM) is obtained in order to achieve greater separability among classes, and reduce classification errors. The approach proposed is validated using experimental datasets and the Tennessee Eastman (TE) process benchmark. The results are compared with the results obtained with other algorithms that use standard and non-standard membership grades. The highest performance obtained by the approach proposed indicate its feasibility.

Criteria for optimizing kernel methods in fault monitoring process: A survey.

Nowadays, how to select the kernel function and their parameters for ensuring high-performance indicators in fault diagnosis applications remains as two open research issues. This paper provides a comprehensive literature survey of kernel-preprocessing methods in condition monitoring tasks, with emphasis on the procedures for selecting their parameters. Accordingly, twenty kernel optimization criteria and sixteen kernel functions are analyzed. A kernel evaluation framework is further provided for helping in the selection and adjustment of kernel functions. The proposal is validated via a KPCA-based monitoring scheme and two well-known benchmark processes.

The Loop of the TPR1 Subdomain of Phi29 DNA Polymerase Plays a Pivotal Role in Primer-Terminus Stabilization at the Polymerization Active Site.

Bacteriophage Phi29 DNA polymerase belongs to the protein-primed subgroup of family B DNA polymerases that use a terminal protein (TP) as a primer to initiate genome replication. The resolution of the crystallographic structure showed that it consists of an N-terminal domain with the exonuclease activity and a C-terminal polymerization domain. It also has two subdomains specific of the protein-primed DNA polymerases; the TP Regions 1 (TPR1) that interacts with TP and DNA, and 2 (TPR2), that couples both processivity and strand displacement to the enzyme. The superimposition of the structures of the apo polymerase and the polymerase in the polymerase/TP heterodimer shows that the structural changes are restricted almost to the TPR1 loop (residues 304-314). In order to study the role of this loop in binding the DNA and the TP, we changed the residues Arg306, Arg308, Phe309, Tyr310, and Lys311 into alanine, and also made the deletion mutant Δ6 lacking residues Arg306-Lys311. The results show a defective TP binding capacity in mutants R306A, F309A, Y310A, and Δ6. The additional impaired primer-terminus stabilization at the polymerization active site in mutants Y310A and Δ6 allows us to propose a role for the Phi29 DNA polymerase TPR1 loop in the proper positioning of the DNA and TP-priming 3'-OH termini at the preinsertion site of the polymerase to enable efficient initiation and further elongation steps during Phi29 TP-DNA replication.

Insights into the Determination of the Templating Nucleotide at the Initiation of φ29 DNA Replication.

Bacteriophage φ29 from Bacillus subtilis starts replication of its terminal protein (TP)-DNA by a protein-priming mechanism. To start replication, the DNA polymerase forms a heterodimer with a free TP that recognizes the replication origins, placed at both 5' ends of the linear chromosome, and initiates replication using as primer the OH-group of Ser-232 of the TP. The initiation of φ29 TP-DNA replication mainly occurs opposite the second nucleotide at the 3' end of the template. Earlier analyses of the template position that directs the initiation reaction were performed using single-stranded and double-stranded oligonucleotides containing the replication origin sequence without the parental TP. Here, we show that the parental TP has no influence in the determination of the nucleotide used as template in the initiation reaction. Previous studies showed that the priming domain of the primer TP determines the template position used for initiation. The results obtained here using mutant TPs at the priming loop where Ser-232 is located indicate that the aromatic residue Phe-230 is one of the determinants that allows the positioning of the penultimate nucleotide at the polymerization active site to direct insertion of the initiator dAMP during the initiation reaction. The role of Phe-230 in limiting the internalization of the template strand in the polymerization active site is discussed.

Mechano-chemical kinetics of DNA replication: identification of the translocation step of a replicative DNA polymerase.

During DNA replication replicative polymerases move in discrete mechanical steps along the DNA template. To address how the chemical cycle is coupled to mechanical motion of the enzyme, here we use optical tweezers to study the translocation mechanism of individual bacteriophage Phi29 DNA polymerases during processive DNA replication. We determine the main kinetic parameters of the nucleotide incorporation cycle and their dependence on external load and nucleotide (dNTP) concentration. The data is inconsistent with power stroke models for translocation, instead supports a loose-coupling mechanism between chemical catalysis and mechanical translocation during DNA replication. According to this mechanism the DNA polymerase works by alternating between a dNTP/PPi-free state, which diffuses thermally between pre- and post-translocated states, and a dNTP/PPi-bound state where dNTP binding stabilizes the post-translocated state. We show how this thermal ratchet mechanism is used by the polymerase to generate work against large opposing loads (∼50 pN).

Kinetic mechanisms governing stable ribonucleotide incorporation in individual DNA polymerase complexes.

Ribonucleoside triphosphates (rNTPs) are frequently incorporated during DNA synthesis by replicative DNA polymerases (DNAPs), and once incorporated are not efficiently edited by the DNAP exonucleolytic function. We examined the kinetic mechanisms that govern selection of complementary deoxyribonucleoside triphosphates (dNTPs) over complementary rNTPs and that govern the probability of a complementary ribonucleotide at the primer terminus escaping exonucleolytic editing and becoming stably incorporated. We studied the quantitative responses of individual Φ29 DNAP complexes to ribonucleotides using a kinetic framework, based on our prior work, in which transfer of the primer strand from the polymerase to exonuclease site occurs prior to translocation, and translocation precedes dNTP binding. We determined transition rates between the pre-translocation and post-translocation states, between the polymerase and exonuclease sites, and for dNTP or rNTP binding, with single-nucleotide spatial precision and submillisecond temporal resolution, from ionic current time traces recorded when individual DNAP complexes are held atop a nanopore in an electric field. The predominant response to the presence of a ribonucleotide in Φ29 DNAP complexes before and after covalent incorporation is significant destabilization, relative to the presence of a deoxyribonucleotide. This destabilization is manifested in the post-translocation state prior to incorporation as a substantially higher rNTP dissociation rate and manifested in the pre-translocation state after incorporation as rate increases for both primer strand transfer to the exonuclease site and the forward translocation, with the probability of editing not directly increased. In the post-translocation state, the primer terminal 2'-OH group also destabilizes dNTP binding.

Dynamics of translocation and substrate binding in individual complexes formed with active site mutants of {phi}29 DNA polymerase.

The Φ29 DNA polymerase (DNAP) is a processive B-family replicative DNAP. Fluctuations between the pre-translocation and post-translocation states can be quantified from ionic current traces, when individual Φ29 DNAP-DNA complexes are held atop a nanopore in an electric field. Based upon crystal structures of the Φ29 DNAP-DNA binary complex and the Φ29 DNAP-DNA-dNTP ternary complex, residues Tyr-226 and Tyr-390 in the polymerase active site were implicated in the structural basis of translocation. Here, we have examined the dynamics of translocation and substrate binding in complexes formed with the Y226F and Y390F mutants. The Y226F mutation diminished the forward and reverse rates of translocation, increased the affinity for dNTP in the post-translocation state by decreasing the dNTP dissociation rate, and increased the affinity for pyrophosphate in the pre-translocation state. The Y390F mutation significantly decreased the affinity for dNTP in the post-translocation state by decreasing the association rate ∼2-fold and increasing the dissociation rate ∼10-fold, implicating this as a mechanism by which this mutation impedes DNA synthesis. The Y390F dissociation rate increase is suppressed when complexes are examined in the presence of Mn(2+) rather than Mg(2+). The same effects of the Y226F or Y390F mutations were observed in the background of the D12A/D66A mutations, located in the exonuclease active site, ∼30 Å from the polymerase active site. Although translocation rates were unaffected in the D12A/D66A mutant, these exonuclease site mutations caused a decrease in the dNTP dissociation rate, suggesting that they perturb Φ29 DNAP interdomain architecture.

Role of the LEXE motif of protein-primed DNA polymerases in the interaction with the incoming nucleotide.

The LEXE motif, conserved in eukaryotic type DNA polymerases, is placed close to the polymerization active site. Previous studies suggested that the second Glu was involved in binding a third noncatalytic ion in bacteriophage RB69 DNA polymerase. In the protein-primed DNA polymerase subgroup, the LEXE motif lacks the first Glu in most cases, but it has a conserved Phe/Trp and a Gly preceding that position. To ascertain the role of those residues, we have analyzed the behavior of mutants at the corresponding ϕ29 DNA polymerase residues Gly-481, Trp-483, Ala-484, and Glu-486. We show that mutations at Gly-481 and Trp-483 hamper insertion of the incoming dNTP in the presence of Mg(2+) ions, a reaction highly improved when Mn(2+) was used as metal activator. These results, together with previous crystallographic resolution of ϕ29 DNA polymerase ternary complex, allow us to infer that Gly-481 and Trp-483 could form a pocket that orients Val-250 to interact with the dNTP. Mutants at Glu-486 are also defective in polymerization and, as mutants at Gly-481 and Trp-483, in the pyrophosphorolytic activity with Mg(2+). Recovery of both reactions with Mn(2+) supports a role for Glu-486 in the interaction with the pyrophosphate moiety of the dNTP.

Dual role of φ29 DNA polymerase Lys529 in stabilisation of the DNA priming-terminus and the terminal protein-priming residue at the polymerisation site.

Resolution of the crystallographic structure of φ29 DNA polymerase binary and ternary complexes showed that residue Lys529, located at the C-terminus of the palm subdomain, establishes contacts with the 3' terminal phosphodiester bond. In this paper, site-directed mutants at this Lys residue were used to analyse its functional importance for the synthetic activities of φ29 DNA polymerase, an enzyme that starts linear φ29 DNA replication using a terminal protein (TP) as primer. Our results show that single replacement of φ29 DNA polymerase residue Lys529 by Ala or Glu decreases the stabilisation of the primer-terminus at the polymerisation active site, impairing both the insertion of the incoming nucleotide when DNA and TP are used as primers and the translocation step required for the next incoming nucleotide incorporation. In addition, combination of the DNA polymerase mutants with a TP derivative at residue Glu233, neighbour to the priming residue Ser232, leads us to infer a direct contact between Lys529 and Glu233 for initiation of TP-DNA replication. Altogether, the results are compatible with a sequential binding of φ29 DNA polymerase residue Lys529 with TP and DNA during replication of TP-DNA.

Crystal structure and functional insights into uracil-DNA glycosylase inhibition by phage Φ29 DNA mimic protein p56.

Uracil-DNA glycosylase (UDG) is a key repair enzyme responsible for removing uracil residues from DNA. Interestingly, UDG is the only enzyme known to be inhibited by two different DNA mimic proteins: p56 encoded by the Bacillus subtilis phage 29 and the well-characterized protein Ugi encoded by the B. subtilis phage PBS1/PBS2. Atomic-resolution crystal structures of the B. subtilis UDG both free and in complex with p56, combined with site-directed mutagenesis analysis, allowed us to identify the key amino acid residues required for enzyme activity, DNA binding and complex formation. An important requirement for complex formation is the recognition carried out by p56 of the protruding Phe191 residue from B. subtilis UDG, whose side-chain is inserted into the DNA minor groove to replace the flipped-out uracil. A comparative analysis of both p56 and Ugi inhibitors enabled us to identify their common and distinctive features. Thereby, our results provide an insight into how two DNA mimic proteins with different structural and biochemical properties are able to specifically block the DNA-binding domain of the same enzyme.

Active DNA unwinding dynamics during processive DNA replication.

Duplication of double-stranded DNA (dsDNA) requires a fine-tuned coordination between the DNA replication and unwinding reactions. Using optical tweezers, we probed the coupling dynamics between these two activities when they are simultaneously carried out by individual Phi29 DNA polymerase molecules replicating a dsDNA hairpin. We used the wild-type and an unwinding deficient polymerase variant and found that mechanical tension applied on the DNA and the DNA sequence modulate in different ways the replication, unwinding rates, and pause kinetics of each polymerase. However, incorporation of pause kinetics in a model to quantify the unwinding reaction reveals that both polymerases destabilize the fork with the same active mechanism and offers insights into the topological strategies that could be used by the Phi29 DNA polymerase and other DNA replication systems to couple unwinding and replication reactions.

Novel dimeric structure of phage φ29-encoded protein p56: insights into uracil-DNA glycosylase inhibition.

Protein p56 encoded by the Bacillus subtilis phage φ29 inhibits the host uracil-DNA glycosylase (UDG) activity. To get insights into the structural basis for this inhibition, the NMR solution structure of p56 has been determined. The inhibitor defines a novel dimeric fold, stabilized by a combination of polar and extensive hydrophobic interactions. Each polypeptide chain contains three stretches of anti-parallel ß-sheets and a helical region linked by three short loops. In addition, microcalorimetry titration experiments showed that it forms a tight 2:1 complex with UDG, strongly suggesting that the dimer represents the functional form of the inhibitor. This was further confirmed by the functional analysis of p56 mutants unable to assemble into dimers. We have also shown that the highly anionic region of the inhibitor plays a significant role in the inhibition of UDG. Thus, based on these findings and taking into account previous results that revealed similarities between the association mode of p56 and the phage PBS-1/PBS-2-encoded inhibitor Ugi with UDG, we propose that protein p56 might inhibit the enzyme by mimicking its DNA substrate.

Characterization of Bacillus subtilis uracil-DNA glycosylase and its inhibition by phage φ29 protein p56.

Uracil-DNA glycosylase (UDG) is a conserved DNA repair enzyme involved in uracil excision from DNA. Here, we report the biochemical characterization of UDG encoded by Bacillus subtilis, a model low G+C Gram-positive organism. The purified enzyme removes uracil preferentially from single-stranded DNA over double-stranded DNA, exhibiting higher preference for U:G than U:A mismatches. Furthermore, we have identified key amino acids necessary for B. subtilis UDG activity. Our results showed that Asp-65 and His-187 are catalytic residues involved in glycosidic bond cleavage, whereas Phe-78 would participate in DNA recognition. Recently, it has been reported that B. subtilis phage φ29 encodes an inhibitor of the UDG enzyme, named protein p56, whose role has been proposed to ensure an efficient viral DNA replication, preventing the deleterious effect caused by UDG when it eliminates uracils present in the φ29 genome. In this work, we also show that a φ29-related phage, GA-1, encodes a p56-like protein with UDG inhibition activity. In addition, mutagenesis analysis revealed that residue Phe-191 of B. subtilis UDG is critical for the interaction with φ29 and GA-1 p56 proteins, suggesting that both proteins have similar mechanism of inhibition.

Improvement of φ29 DNA polymerase amplification performance by fusion of DNA binding motifs.

Bacteriophage ϕ29 DNA polymerase is a unique enzyme endowed with two distinctive properties, high processivity and faithful polymerization coupled to strand displacement, that have led to the development of protocols to achieve isothermal amplification of limiting amounts of both circular plasmids and genomic DNA. To enhance the amplification efficiency of ϕ29 DNA polymerase, we have constructed chimerical DNA polymerases by fusing DNA binding domains to the C terminus of the polymerase. The results show that the addition of Helix-hairpin-Helix [(HhH)(2)] domains increases DNA binding of the hybrid polymerases without hindering their replication rate. In addition, the chimerical DNA polymerases display an improved and faithful multiply primed DNA amplification proficiency on both circular plasmids and genomic DNA and are unique ϕ29 DNA polymerase variants with enhanced amplification performance. The reported chimerical DNA polymerases will contribute to make ϕ29 DNA polymerase-based amplification technologies one of the most powerful tools for genomics.

phi29 DNA polymerase active site: role of residue Val250 as metal-dNTP complex ligand and in protein-primed initiation.

DNA polymerases require two acidic residues to coordinate metal ions A and B at their polymerisation active site during catalysis of nucleotide incorporation. Crystallographic resolution of varphi29 DNA polymerase ternary complex showed that metal B coordination also depends on the carbonyl group of Val250 that belongs to the highly conserved Dx(2)SLYP motif of eukaryotic-type (family B) DNA polymerases. In addition, multiple sequence alignments have shown the specific conservation of this residue among the DNA polymerases that use a protein as primer. Thus, to ascertain its role in polymerisation, we have analysed the behaviour of single mutations introduced at the corresponding Val250 of varphi29 DNA polymerase. The differences in nucleotide binding affinity shown by mutants V250A and V250F with respect to the wild-type DNA polymerase agree to a role for Val250 as a metal B-dNTP complex ligand. In addition, mutant V250F was severely affected in varphi29 DNA replication because of a large reduction in the catalytic efficiency of the protein-primed reactions. In the light of the varphi29 DNA polymerase structures, a role for Val250 residue in the maintenance of the proper architecture of the enzyme to perform the protein-primed reactions is also proposed.

Proofreading dynamics of a processive DNA polymerase.

Replicative DNA polymerases present an intrinsic proofreading activity during which the DNA primer chain is transferred between the polymerization and exonuclease sites of the protein. The dynamics of this primer transfer reaction during active polymerization remain poorly understood. Here we describe a single-molecule mechanical method to investigate the conformational dynamics of the intramolecular DNA primer transfer during the processive replicative activity of the Phi 29 DNA polymerase and two of its mutants. We find that mechanical tension applied to a single polymerase-DNA complex promotes the intramolecular transfer of the primer in a similar way to the incorporation of a mismatched nucleotide. The primer transfer is achieved through two novel intermediates, one a tension-sensitive and functional polymerization conformation and a second non-active state that may work as a fidelity check point for the proofreading reaction.

Functional importance of bacteriophage phi29 DNA polymerase residue Tyr148 in primer-terminus stabilisation at the 3'-5' exonuclease active site.

Recent crystallographic resolution of varphi29 DNA polymerase complexes with ssDNA at its 3'-5' exonuclease active site has allowed the identification of residues Pro129 and Tyr148 as putative ssDNA ligands, the latter being conserved in the Kx(2)h motif of proofreading family B DNA polymerases. Single substitution of varphi29 DNA polymerase residue Tyr148 to Ala rendered an enzyme with a reduced capacity to stabilize the binding of the primer terminus at the 3'-5' exonuclease active site, not having a direct role in the catalysis of the reaction. Analysis of the 3'-5' exonuclease on primer/template structures showed a critical role for residue Tyr148 in the proofreading of DNA polymerisation errors. In addition, Tyr148 is not involved in coupling polymerisation to strand displacement in contrast to the catalytic residues responsible for the exonuclease reaction, its role being restricted to stabilisation of the frayed 3' terminus at the exonuclease active site. Altogether, the results lead us to extend the consensus sequence of the above motif of proofreading family B DNA polymerases into Kx(2)hxA. The different solutions adopted by proofreading DNA polymerases to stack the 3' terminus at the exonuclease site are discussed. In addition, the results obtained with mutants at varphi29 DNA polymerase residue Pro129 allow us to rule out a functional role as ssDNA ligand for this residue.

Tuberculosis complicating hepatitis C treatment in HIV-infected patients.

Tuberculosis characteristics and incidence were assessed among patients with concurrent human immunodeficiency virus infection and chronic hepatitis C virus infection who were receiving interferon-based therapy at 3 hospitals in Spain. Four of 570 patients (0.7 cases per 100 person-years; 95% confidence interval, 0.19-1.78 cases per 100 person-years) received a diagnosis of tuberculosis; all of them presented with a decrease in CD4+ cell count before diagnosis, and 3 of them received a delayed diagnosis. After tuberculosis treatment, all patients were cured.

Multi-Line Fit Model for the Detection of Methane at ν(2) + 2ν(3) Band using Hollow-Core Photonic Bandgap Fibres.

Hollow-core photonic bandgap fibres (HC-PBFs) have emerged as a novel technology in the field of gas sensing. The long interaction pathlengths achievable with these fibres are especially advantageous for the detection of weakly absorbing gases. In this work, we demonstrate the good performance of a HC-PBF in the detection of the ν(2) + 2ν(3) band of methane, at 1.3 µm. The Q-branch manifold, at 1331.55 nm, is targeted for concentration monitoring purposes. A computationally optimized multi-line model is used to fit the Q-branch. Using this model, a detection limit of 98 ppmv (parts per million by volume) is estimated.

Gas Sensor Based on Photonic Crystal Fibres in the 2ν(3) and ν(2) + 2ν(3) Vibrational Bands of Methane.

In this work, methane detection is performed on the 2ν(3) and ν(2) + 2ν(3) absorption bands in the Near-Infrared (NIR) wavelength region using an all-fibre optical sensor. Hollow-core photonic bandgap fibres (HC-PBFs) are employed as gas cells due to their compactness, good integrability in optical systems and feasibility of long interaction lengths with gases. Sensing in the 2ν(3) band of methane is demonstrated to achieve a detection limit one order of magnitude better than that of the ν(2) + 2ν(3) band. Finally, the filling time of a HC-PBF is demonstrated to be dependent on the fibre length and geometry.