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1.
J Biosci Bioeng ; 137(4): 298-303, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38296747

ABSTRACT

In this study we successfully developed an on-demand affinity chromatographic resin for manufacturing non-Fc-based biopharmaceuticals. Affinity chromatography columns with immobilized rabbit single-chain variable fragments (scFvs) were used for directly purifying the recombinant human kynureninase (KYNase) as a model target therapeutic protein from Escherichia coli cell lysates. Among the 38 different anti-KYNase scFv clones identified, four unique clones were selected as candidates for further characterization owing to their relatively low KYNase binding affinity at pH 4.0, thereby facilitating enzyme elution. Subsequently, all four clones were successfully produced and purified, followed by covalent coupling to NHS-activated HiTrap HP columns. While KYNase was specifically adsorbed to all four scFv-immobilized columns and was eluted at pH 4.0, the respective levels of static binding capacity (SBC) and recovery among the four scFv clones were different at this elution pH. That is, the scFv-immobilized columns captured KYNase with SBC ranging from 1.15 to 2.68 mg/cm3-bed with clone R2-47 exhibiting the highest level of SBC, with a ligand utilization of 39.4 %. Moreover, using the scFv column of R2-47, 90.7 % of the captured human KYNase was recovered in the first elution step at pH 4.0, and approximately 67 % of enzymatic activity was retained. In summary, high-purity human KYNase was obtained from the E. coli cell lysate by one-step affinity purification, and 89.7 % of KYNase was recovered in the first elution step. The methodology demonstrated in the current study could be applied for the purification and development of various therapeutic proteins.


Subject(s)
Single-Chain Antibodies , Animals , Humans , Rabbits , Escherichia coli/genetics , Escherichia coli/metabolism , Hydrolases
2.
J Immunol Methods ; 520: 113522, 2023 09.
Article in English | MEDLINE | ID: mdl-37423589

ABSTRACT

In this study, we developed and demonstrated a latex turbidimetric immunoassay (LTIA) using latex beads immobilized with rabbit monoclonal single-chain variable fragments (scFvs) selected from an scFv-displayed phage library. Sixty-five different anti-c-reactive protein (anti-CRP) scFv clones were identified after biopanning selection using antigen-coupled multi-lamellar vesicles. By ranking antigen-binding clones using the apparent dissociation rate constant (appkoff) as a sorting index, scFv clones with a dissociation constant (KD free) ranging from 4.07 × 10-9 M to 1.21 × 10-11 M were isolated. Among them, three candidates (R2-6, R2-45, and R3-2) were produced in the culture supernatant at concentrations of 50 mg/L or higher in flask culture and maintained at considerably high antigen-binding activity in immobilized state on the CM5 sensor chip surface. All the scFv-immobilized latexes (scFv-Ltxs) prepared were well-dispersed in 50 mM MOPS at pH 7.0, without additives for dispersion, and their antigen-dependent aggregation was sufficiently detectable. The reactivity of scFv-Ltx to antigen differed among the scFv clones, in particular, R2-45 scFv-Ltx detected the CRP with the highest signal. Furthermore, the reactivity of scFv-Ltx varied significantly with salt concentration, scFv immobilization density, and the type of blocking protein. Particularly, antigen-dependent latex aggregation improved significantly in all rabbit scFv clones when scFv-Ltx was blocked with horse muscle myoglobin compared with conventional bovine serum albumin; while their baseline signals in the absence of antigen were fully stable. Under optimal conditions, R2-45 scFv-Ltx exhibited greater aggregation signals with antigen concentrations higher than those produced by conventional polyclonal antibody-immobilized latex for CRP detection in LTIA. The methodology for rabbit scFv isolation, immobilization, and antigen-dependent latex aggregation demonstrated in the present study can be applicable to scFv-based LTIA for various target antigens.


Subject(s)
Single-Chain Antibodies , Animals , Horses , Single-Chain Antibodies/genetics , C-Reactive Protein , Immunoturbidimetry , Antigens , Gene Library , Peptide Library
3.
J Biosci Bioeng ; 134(3): 233-239, 2022 Sep.
Article in English | MEDLINE | ID: mdl-35798650

ABSTRACT

We developed affinity chromatographic resins that immobilized rabbit single-chain Fv antibodies (scFvs). By biopanning using antigen-coupled multilamellar vesicles (Ag-MLVs), 152 types of original scFv clones that specifically bind to human IgG were isolated and identified. Apparent dissociation rate constants, appkoff, of six different candidates were less than 10-3 s-1 and their dissociation constants, KDs, were ranged from 5.56 × 10-10 to 4.04 × 10-8 M. Consequently, the clones, R1-27, R2-18, and R3-26 were further investigated for use in affinity purification of human IgG. Both the clones, R1-27 and R3-26 maintained more than 40% of antigen-binding activities on the surface of affinity resins. Especially, R3-26 had a relatively high alkaline resistance. The direct separation of human IgG from 10% FBS-D-MEM by use of the column with R1-27 achieved 97.2% purity, while the column with R3-26 showed almost 100% recovery. The affinity resins at the densities between 4.32 and 15.19 mg-scFv/cm3 exhibited maximum binding amount of human IgG, while the highest ligand utilization was achieved by use of the resin at approximately 9 mg-scFv/cm3. The resin exhibited 7.69 mg/cm3 of equilibrium binding capacity (EBC) in affinity chromatography. It was expected that the EBC of affinity resins was strongly dependent on the specific surface area as well as the pore volume of the base resin. Therefore, the strategies to develop affinity ligands will be beneficial for development of on-demand affinity columns with higher affinity/selectivity, chemical resistance, while optimization of pore size and pore volume for scFv-coupled resins will further improve the EBC.


Subject(s)
Single-Chain Antibodies , Animals , Antigens , Chromatography, Affinity , Humans , Immunoglobulin G , Ligands , Rabbits
4.
J Chromatogr A ; 1656: 462503, 2021 Oct 25.
Article in English | MEDLINE | ID: mdl-34520891

ABSTRACT

This study investigated the adsorption capacity and mass transfer properties of a novel macroporous epoxy-polymer-based anion-exchanger, MPR Q, for the efficient separation of therapeutic proteins. MPR Q resin was prepared by phase separation based on spinodal decomposition followed by dextran grafting and ligand conjugation. Under static conditions, MPR Q exhibited a binding capacity of 49.8 mg-IgG/cm3-resin at pH 10, whereas the fastest adsorption was observed among the anion-exchanger resins tested. Inverse size-exclusion chromatography (iSEC) experiments revealed that the apparent pore diameter of MPR Q was approximately 90 nm, which was sufficiently large for the penetration of human IgG and bovine IgM. Moreover, the reduced height equivalent to a theoretical plate, h, of human IgG, determined using the linear gradient elution method was 65.8 and was not significantly changed in the range of linear velocities from 20.37 to 50.93 cm/min. The dynamic binding capacity at 10% breakthrough of MPR Q, determined by frontal analysis, exhibited a capacity of 43.8 mg/cm3 at 5.09 cm/min and 58% of DBC10% was maintained even though the linear velocity was increased to 50.93 cm/min. Furthermore, a resolution for separation of IgG and BSA by MPR Q was 1.06 at 5.09 cm/min, while it was higher than that for the conventional resin at all linear velocities from 5.09 cm/min to 50.93 cm/min. Thus, it was suggested that the MPR Q developed in this study is a promising resin that can efficiently separate large biomacromolecules such as human IgG at higher velocities.


Subject(s)
Polymers , Serum Albumin, Bovine , Adsorption , Animals , Cattle , Chromatography, Gel , Chromatography, Ion Exchange , Humans
5.
J Biosci Bioeng ; 132(1): 56-63, 2021 Jul.
Article in English | MEDLINE | ID: mdl-33896701

ABSTRACT

Dissolved oxygen (DO)-stat fed-batch culture, which allows a high cell density culture of microorganisms under constant DO conditions, was applied to anti-CRP single-chain variable fragment (scFv) production using recombinant Escherichia coli. The DO-stat fed-batch culture was successfully performed under various DO conditions for more than 50 h, resulting in increased scFv production from 0.5 to 0.8 g/L by flask and batch cultures to 2.8-3.0 g/L by the fed-batch culture under the conditions of 5-40% of DO saturation. The formation of inclusion bodies was effectively depressed during DO-stat fed-batch operation; consequently, the solubility of anti-CRP scFv was significantly improved from 36-43% by the flask and batch cultures to 96-98% by the DO-stat fed-batch culture under a wide range of DO conditions. From the kinetic analysis of fed-batch experiments, it was also found that the successful folding of anti-CRP scFv in the cytoplasm occurred when metabolic rates, such as the specific growth rate and specific glucose consumption rate, were relatively low. These results show that the fed-batch culture operated by the DO-stat feeding strategy was effective for the enhanced production of anti-CRP scFv with high solubility.


Subject(s)
Batch Cell Culture Techniques , DNA, Recombinant/genetics , Escherichia coli/growth & development , Escherichia coli/metabolism , Single-Chain Antibodies/biosynthesis , Cytoplasm/metabolism , Escherichia coli/cytology , Escherichia coli/genetics , Fermentation , Inclusion Bodies/metabolism , Kinetics , Oxygen/metabolism
6.
J Biosci Bioeng ; 131(3): 299-304, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33221176

ABSTRACT

We demonstrated an efficient screening method for rabbit scFv antibodies using antigen-coupled multi-lamellar vesicles (Ag-MLVs) as solid supports. Model phages displaying mouse anti-human IgG scFv at a probability of 10-4-10-5% were successfully isolated by Ag-MLVs after 3 or less rounds of biopanning, whereas they could not be isolated using conventional antigen-coated immunotubes. This screening method was applied to isolate rabbit antigen-specific scFvs from 4 different phage libraries. Biopanning procedures employing Ag-MLVs yielded positive phages in the 3rd round or earlier, and specific antigen-binding of scFvs was observed after the 1st round in two biopanning selections. The dissociation rate constants (koff) of isolated scFv clones tended to decrease with progressing biopanning rounds. The average dissociation constants (KD) of the isolated scFvs ranged between 1.7 and 87 nM, whereas the lowest KD of 12 pM was recorded for anti-CRP scFv. Comprehensive characterization of 355 different clones of the isolated rabbit scFvs presented a relatively low isoelectric point, and most of these were more thermo-stable than the conventional mouse scFvs, based on their instability and aliphatic indices. These results clearly indicate the advantages and potential of a combination of rabbit scFv-displaying phage library and biopanning using Ag-MLVs for antibody discovery. In addition, the results obtained in this study support the suitability of rabbit scFvs for several applications, including the development of diagnostic agents and affinity ligands for molecular diagnosis and bioseparation.


Subject(s)
Antigens/immunology , Single-Chain Antibodies/isolation & purification , Animals , Antigens/chemistry , Bacteriophages/genetics , Bioprospecting , Humans , Mice , Rabbits , Single-Chain Antibodies/immunology
7.
J Biosci Bioeng ; 131(1): 84-89, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33023860

ABSTRACT

In this study, immobilization of single-chain Fv (scFv) antibodies on the surfaces of polystyrene (PS) latex beads via material-binding peptides was investigated for sensitive immuno-turbidimetric assay of C-reactive protein (CRP). Anti-CRP scFvs fused with polystyrene-binding peptide (PS-tag) and poly(methylmethacrylate)-binding peptide (PMMA-tag) were over-expressed in Escherichia coli cells and recovered in the active form following refolding. The beads with PMMA-tag-fused scFv (scFv-PM) were successfully suspended with sufficient dispersion at pH 8.0. Three types of alternative scFv-PMs with a penta-asparatic acid tag (D5-tag) introduced at different positions were then designed. All of the D5-tagged scFv-PMs were successfully immobilized on the surfaces of beads with no significant change in the diameter of the latex beads at pH levels ranging from 6.0 to 8.0. According to the results of turbidimetric assay for the detection of CRP, 13 ng/ml of CRP was detectable using beads with D5-tagged scFv-PMs at 400 ng/cm3, and no turbidity change was observed in the absence of antigen. When the density of scFv-PM was 250 ng/cm2, which was 63% of the maximum density, the beads were dispersed well and reactive with the antigen at a concentration range comparable to those with D5-tagged scFv-PMs. These results indicate that controlling charge density on the surface of beads after site-directed immobilization is definitely important in order to maintain high levels of dispersion and reactivity. Thus, the usefulness of the scFv-PM as well as D5-tagged scFv-PMs developed in the present study should be significant when used as ligand antibodies in the preparation of immuno-latex beads.


Subject(s)
Antibodies, Immobilized/chemistry , Antibodies, Immobilized/metabolism , Latex/chemistry , Peptides/metabolism , Polystyrenes/chemistry , Single-Chain Antibodies/chemistry , Single-Chain Antibodies/metabolism , Microspheres
8.
Genome Announc ; 5(8)2017 Feb 23.
Article in English | MEDLINE | ID: mdl-28232447

ABSTRACT

Pichia membranifaciens KS47-1 is capable of growing on hydrolysate containing high concentrations of acetate and other growth inhibitors. To reveal the acetate-resistant associate genes of strain KS47-1, we present the 11.4-Mb draft genome sequence.

9.
J Biotechnol ; 236: 193-8, 2016 Oct 20.
Article in English | MEDLINE | ID: mdl-27497760

ABSTRACT

In this study we focused on identifying and characterizing polydimethylsiloxane-binding peptides (PDMS-tags) that show a strong binding affinity towards a PDMS surface. Three kinds of E. coli host proteins (ELN, OMC and TPA) that were preferentially adsorbed onto a PDMS surface were identified from the E. coli cell lysate via 2-D electrophoresis and MALDI TOF MS. Digestion of these PDMS-binding proteins by 3 types of proteases (trypsin, chymotrypsin and V8 protease) resulted in the production of a wide variety of peptide fragments with different amino acid biases. Nine types of peptide fragments showing binding affinities to a PDMS surface were identified, and they were genetically fused at the C-terminal region of glutathione S-transferase (GST). The adsorption kinetics of peptide-fused GSTs to a PDMS surface were evaluated using a quartz crystal microbalance (QCM) sensor equipped with a sensor chip coated with a PDMS thin film. Consequently, all GSTs fused with the peptides adsorbed at a level higher than that of wild-type GST. In particular, the adsorption levels of GSTs fused with ELN-V81, TPA-V81, and OMC-V81 peptides were 8- to 10-fold higher than that of the wild-type GST. These results indicated that the selected peptides possessed a strong binding affinity towards a PDMS surface even in cases where they were introduced to the C-terminal region of a model protein. The remaining activities of GSTs with PDMS-binding peptides were also greater than that of the wild-type GST. Almost a third (30%) of enzymatic activity was maintained by genetic fusion of the peptide ELN-V81, compared with only 1.5% of wild-type GST in the adsorption state. Thus, the PDMS-binding peptides (PDMS-tags) identified in this study will be considerably useful for the site-specific immobilization of functional proteins to a PDMS surface, which will be a powerful tool in the fabrication of protein-based micro-reactors and biosearation chips.


Subject(s)
Dimethylpolysiloxanes/chemistry , Dimethylpolysiloxanes/metabolism , Immobilized Proteins/chemistry , Immobilized Proteins/metabolism , Peptides/chemistry , Peptides/metabolism , Escherichia coli/chemistry , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Protein Binding
10.
Biotechnol Prog ; 31(6): 1563-70, 2015.
Article in English | MEDLINE | ID: mdl-26399196

ABSTRACT

A PMMA-binding peptide (PMMA-tag) was genetically fused with the C-terminal region of an anti-human chorionic gonadotropin (hCG) single-domain antibody (VHH). It was over-expressed in an insoluble fraction of E. coli cells, and recovered in the presence of 8 M urea via one-step IMAC purification. Monomeric and denatured PMMA-tag-fused VHH (VHH-PM) was successfully prepared via the reduction and oxidation of VHH-PM at a concentration less than 1 mg/mL in the presence of 8 M of urea. Furthermore, the VHH-PM was refolded with a recovery of more than 95% by dialysis against 50 mM TAPS at pH 8.5, because the genetic fusion of PMMA-tag resulted in a decrease in the apparent isoelectric point (pI) of the fusion protein, and its solubility at weak alkaline pH was considerably increased. The antigen-binding activities of VHH-PM in the adsorptive state were 10-fold higher than that of VHH without a PMMA-tag. The density of VHH-PM on a PMMA plate was twice that of VHH, indicating that the site-directed attachment of a PMMA-tag resulted in positive effects to the adsorption amount as well as to the orientation of VHH-PM in its adsorptive state. The preparation and immobilization methods for VHH-PM against hCG developed in the present study were further applied to VHH-PMs against four different antigens, and consequently, those antigens with the concentrations lower than 1 ng/mL were detected by the sandwich ELISA. Thus, the VHH-PMs developed in the present study are useful for preparation of high-performance and economical immunosorbent for detection of biomarkers.


Subject(s)
Antibodies, Immobilized/metabolism , Polymethyl Methacrylate/chemistry , Recombinant Fusion Proteins/metabolism , Single-Domain Antibodies/metabolism , Antibodies, Immobilized/chemistry , Antibodies, Immobilized/genetics , Antibodies, Immobilized/isolation & purification , Biotechnology , Chorionic Gonadotropin , Escherichia coli/genetics , Humans , Hydrogen-Ion Concentration , Inclusion Bodies/chemistry , Inclusion Bodies/metabolism , Isoelectric Point , Protein Refolding , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/isolation & purification , Single-Domain Antibodies/chemistry , Single-Domain Antibodies/genetics , Single-Domain Antibodies/isolation & purification , Solubility
11.
Biotechnol Lett ; 37(8): 1679-85, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25851954

ABSTRACT

OBJECTIVE: An electroporation procedure for the species was investigated to develop an efficient transformation method for the basidiomycetous fungus Pseudozyma hubeiensis SY62, a strong biosurfactant-producing host. RESULTS: A plasmid, pUXV1emgfp including green fluorescence protein as a reporter gene, was constructed to determine the transformation and expression of foreign genes. Optimal electroporation conditions achieved 44.8 transformants µg(-1) plasmid competency (intact cells) without protoplast treatment. Lithium acetate treatments increased the efficiency to approx. Twice that of control experiments. Almost all transformants demonstrated green fluorescence expressed in the transformant cells. CONCLUSION: The optimal method, successfully applied to several related species, yields sufficient transformant colonies to engineer the host strain.


Subject(s)
Electroporation/methods , Transformation, Genetic , Ustilaginales/genetics , Gene Expression , Genes, Reporter , Genetic Vectors , Green Fluorescent Proteins/analysis , Green Fluorescent Proteins/genetics , Plasmids
12.
J Biosci Bioeng ; 119(3): 317-22, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25240400

ABSTRACT

Sophorolipids (SLs) are amphiphilic compounds produced from a variety of saccharides and vegetable oils by the yeast Starmerella bombicola and related strains, and they have commercial uses as detergents. In the present study, SL production was investigated using a corncob hydrolysate (CCH) medium derived from lignocellulosic feedstocks as a source of hydrophilic carbon substrates. Excess sulfuric acid concentrations during pretreatment of the corncobs increased the furfural concentrations and turned the CCH dark brown. The optimal sulfuric acid concentration was 1% (w/v), and the treated CCH, containing 45 g/l glucose, allowed the production of 33.7 g/l of SLs following 4 days of cultivation. Additional autoclaving (121°C, 20 min) inhibited SL production and cell growth by 36% and 40%, respectively. Ammonium nitrate (0.1 g-N/l) restored SL production to the autoclaved CCH. Finally, a cost-effective SL production of 49.2 g/l, with a volumetric productivity of 12.3 g/l/day, was achieved using CCH medium during batch cultivation in a jar fermentor.


Subject(s)
Ascomycota/drug effects , Ascomycota/metabolism , Bioreactors/microbiology , Culture Media/chemistry , Culture Media/pharmacology , Glycolipids/biosynthesis , Zea mays/chemistry , Batch Cell Culture Techniques , Culture Media/metabolism , Detergents/chemistry , Detergents/metabolism , Furaldehyde/metabolism , Glycolipids/chemistry , Hydrolysis , Hydrophobic and Hydrophilic Interactions , Lignin/metabolism , Plant Oils/metabolism , Plant Oils/pharmacology , Sulfuric Acids/chemistry , Sulfuric Acids/pharmacology , Zea mays/drug effects
13.
Mar Biotechnol (NY) ; 16(4): 484-93, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24510374

ABSTRACT

Glycolipid biosurfactant-producing bacteria were isolated from deep-sea sediment collected from the Okinawa Trough. Isolate BS15 produced the largest amount of the glycolipid, generating up to 6.31 ± 1.15 g l(-1) after 4 days at 20 °C. Glucose was identified in the hydrolysate of the purified major component of the biosurfactant glycolipid. According to gas chromatography/mass spectrometry analysis, the hydrophobic moieties in the major component were hexadecanoate, octadecanoate, 3-hydroxyhexadecanoate, 2-hydroxyoctanoate, and succinate. The molecular weight of the purified major glycolipid was calculated to be 1,211, while (1)H and (13)C nuclear magnetic resonance spectra confirmed that the major component consisted of 2 mol of α-glucoside and 1 mol of ß-glucoside. The molecular structure was assigned as novel trisaccharide-type glycolipid biosurfactant, glucotriose lipids. The critical micelle concentration of the purified major glycolipid was 2.3 × 10(-6) M, with a surface tension of 29.5 mN m(-1). Phylogenetic analysis showed isolate BS15 was closely related to a Rhodococcus strains isolated from Antarctica, and to Rhodococcus fascians, a phytopathogen. PCR analysis showed that the fasA, fasB, fasC, fasD, fasE, and fasF genes, which are involved in phytohormone-like cytokinin production, were not present in the genome of BS15; however, analysis of a draft genome sequence of BS15 (5.5 Mb) identified regions with 31 %, 53 %, 46 %, 30 %, and 31 % DNA sequence identity to the fasA, fasB, fasC, and fasD genes, respectively.


Subject(s)
Bacterial Proteins/metabolism , Lipids/biosynthesis , Plants, Toxic/microbiology , Rhodococcus/classification , Rhodococcus/physiology , Surface-Active Agents/metabolism , Trioses/biosynthesis , Glucose/metabolism , Hydrothermal Vents , Species Specificity
14.
Genome Announc ; 1(4)2013 Jun 27.
Article in English | MEDLINE | ID: mdl-23814110

ABSTRACT

The basidiomycetous yeast-like fungus Pseudozyma hubeiensis strain SY62 is capable of producing an abundant amount of the glycolipid biosurfactant mannosylerythritol lipids (MELs), which are a major component of monoacetylated MEL (MEL-C). To reveal the synthetic pathway of the MELs of strain SY62, we present the 18.44-Mb draft genome sequence.

15.
J Biosci Bioeng ; 114(5): 537-9, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22748611

ABSTRACT

The selective production of lactic acid by anaerobic acidogenesis with low pH control was examined using a chemostat culture. By decreasing culture pH to 3.5 in a chemostat culture containing mixed microbial populations for anaerobic acidogenesis, heterolactic fermentation became dominant, resulting in the selective production of lactic acid and ethanol. This phenomenon was reversible between the acidic and neutral conditions, and was not affected by the dilution rate. The extremely low pH operation was effective for selective lactic acid production in anaerobic acidogenesis.


Subject(s)
Fermentation , Lactic Acid/biosynthesis , Anaerobiosis , Bioreactors , Ethanol/metabolism , Hydrogen-Ion Concentration
16.
J Biosci Bioeng ; 107(5): 569-78, 2009 May.
Article in English | MEDLINE | ID: mdl-19393560

ABSTRACT

Computational prediction of polyadenylation signals (PASes) is essential for analysis of alternative polyadenylation that plays crucial roles in gene regulations by generating heterogeneity of 3'-UTR of mRNAs. To date, several algorithms that are mostly based on machine learning methods have been developed to predict PASes. Accuracies of predictions by those algorithms have improved significantly for the last decade. However, they are designed primarily for prediction of the most canonical AAUAAA and its common variant AUUAAA whereas other variants have been ignored in their predictions despite recent studies indicating that non-canonical variants of AAUAAA are more important in the polyadenylation process than commonly recognized. Here we present a new algorithm "PolyF" employing fuzzy logic to confer an advance in computational PAS prediction--enable prediction of the non-canonical variants, and improve the accuracies for the canonical A(A/U)UAAA prediction. PolyF is a simple computational algorithm that is composed of membership functions defining sequence features of downstream sequence element (DSE) and upstream sequence element (USE), together with an inference engine. As a result, PolyF successfully identified the 10 single-nucleotide variants with approximately the same or higher accuracies compared to those for A(A/U)UAAA. PolyF also achieved higher accuracies for A(A/U)UAAA prediction than those by commonly known PAS finder programs, Polyadq and Erpin. Incorporating the USE into the PolyF algorithm was found to enhance prediction accuracies for all the 12 PAS hexamers compared to those using only the DSE, suggesting an important contribution of the USE in the polyadenylation process.


Subject(s)
Chromosome Mapping/methods , Genome, Human/genetics , Polyadenylation/genetics , Sequence Analysis, DNA/methods , Algorithms , Base Sequence , Fuzzy Logic , Humans , Molecular Sequence Data
17.
In Silico Biol ; 8(3-4): 347-61, 2008.
Article in English | MEDLINE | ID: mdl-19032167

ABSTRACT

A large-scale analysis of human polyadenylation signals was carried out in silico. The most canonical AAUAAA hexamer and its 11 single-nucleotide variants that are most frequent in human genes were used to search for polyadenylation signals in the terminal sequences. Out of 18,277 poly(A) sites that were identified from 26,414 human genes, 82.5% of the sites were found to contain at least one of these 12 hexamers as a polyadenylation signal within 40 nucleotides upstream of the poly(A) site. The rest (17.5%) did not contain any of these hexamers, which suggests the existence of yet unknown signals. A total of 20,347 terminal sequences in close proximity to 12 polyadenylation signals were collected using modified EST clustering technique to establish a large-scale database of polyadenylation signals. To characterize the 12 hexamers, the locations of polyadenylation signals that were identified as "authentic" and the uracil contents of the downstream region of the signal were examined. Based on this analysis, the 11 variants of the canonical AAUAAA were identified as possibly forming "functional" signals as AAUAAA. Moreover, the observed frequency of 41.9% for AAUAAA was significantly lower than those of other reports, suggesting that the non-canonical variants are more important in the polyadenylation process than frequently recognized. Since the poly(A) sites processed by those non-canonical variants have not been generally annotated in major gene databases, it is important to determine whether the variant hexamers could work as polyadenylation signals that may be responsible for generating heterogeneity of mRNAs by alternative polyadenylation.


Subject(s)
Expressed Sequence Tags , Genetic Variation , Genome, Human , RNA 3' Polyadenylation Signals , Base Sequence , Computational Biology/methods , Databases, Nucleic Acid , Humans , Polyadenylation , RNA 3' Polyadenylation Signals/genetics
18.
J Biosci Bioeng ; 98(3): 228-30, 2004.
Article in English | MEDLINE | ID: mdl-16233697

ABSTRACT

Microbial production of xylitol from corn cobs using Candida magnoliae was experimentally investigated. Approximately 25 g-xylose/l solution was obtained from 100 g-corn cobs/l solution by hydrolysis using 1.0% sulfuric acid at 121 degrees C for 60 min. To remove inhibitors from the hydrolysates, charcoal pellets were found to be effective in selectively removing the inhibitors from the hydrolysates without affecting xylose concentration. C. magnoliae was successfully cultivated using the treated corn cob hydrolysate, resulting in the production of 18.7 g-xylitol/l from 25 g-xylose/l within 36 h.

19.
J Biosci Bioeng ; 95(4): 412-5, 2003.
Article in English | MEDLINE | ID: mdl-16233430

ABSTRACT

An effective method for cell harvesting of the halotolerant microalga, Dunaliella tertiolecta ATCC30929, was investigated. By increasing the pH of the culture broth using NaOH solution, suspended D. terfolecta cells rapidly coagulated and settled within a few minutes, which allowed simple harvesting of the concentrated cells from the culture broth. The pHs for successful coagulation were between 8.6 and 10.5 and more than 90% of cells was recovered from the culture broth. Clarified culture broth could be reused for the successive cultivation of D. tertiolecta simply by supplying fresh medium and neutralizing alkali with HCl without the requirement for an additional inoculum.

20.
J Biosci Bioeng ; 94(6): 574-8, 2002.
Article in English | MEDLINE | ID: mdl-16233352

ABSTRACT

Fuzzy modeling and control based on the fuzzy sets theory have been used in the biotechnology field for the last two decades. Recent studies on fuzzy modeling and control of various biological processes are reviewed. In addition, five applications of fuzzy control to industrial biological processes are summarized, compared and discussed in terms of the system features, control purpose, input and output variables, development of fuzzy rules and effectiveness. Fuzzy modeling and control are regarded as promising methods for automating the bioprocesses in which experienced operators play significant roles in their successful operation.

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