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1.
3 Biotech ; 13(1): 23, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36573155

ABSTRACT

Despite the fact that yeast Saccharomyces cerevisiae is by far the most commonly used in ethanol fermentation, few have been reported to be resistant to high ethanol concentrations at high temperatures. Hence, in this study, 150 S. cerevisiae strains from the Thailand Bioresource Research Center (TBRC) were screened for ethanol production based on their glucose utilization capability at high temperatures. Four strains, TBRC 12149, 12150, 12151, and 12153, exhibited the most outstanding ethanol production at high temperatures in shaking-flask culture. Among these, strain TBRC 12151 demonstrated a high ethanol tolerance of up to 12% at 40 °C. Compared to industrial and laboratory strains, TBRC 12149 displayed strong sucrose fermentation capacity whereas TBRC 12153 and 12151, respectively, showed the greatest ethanol production from molasses and cassava starch hydrolysate at high temperatures in shaking-flask conditions. In 5-L batch fermentation, similarly to both industrial strains, strain TBRC 12153 yielded an ethanol concentration of 66.5 g L-1 (58.4% theoretical yield) from molasses after 72 h at 40 °C. In contrast, strain TBRC12151 outperformed other industrial strains in cell growth and ethanol production from cassava starch hydrolysis at 40 °C with an ethanol production of 65 g L-1 (77.7% theoretical yield) after 72 h. Thus, the thermotolerant and ethanol-tolerant S. cerevisiae TBRC 12151 displayed great potential and possible uses as an alternative strain for industrial ethanol fermentation using cassava starch hydrolysate. Supplementary Information: The online version contains supplementary material available at 10.1007/s13205-022-03436-4.

2.
PLoS One ; 16(12): e0261754, 2021.
Article in English | MEDLINE | ID: mdl-34941944

ABSTRACT

CRISPR multiplex gRNA systems have been employed in genome engineering in various industrially relevant yeast species. The thermotolerant methylotrophic yeast Ogataea thermomethanolica TBRC 656 is an alternative host for heterologous protein production. However, the limited secretory capability of this yeast is a bottleneck for protein production. Here, we refined CRISPR-based genome engineering tools for simultaneous mutagenesis and activation of multiple protein secretory pathway genes to improve heterologous protein secretion. We demonstrated that multiplexed CRISPR-Cas9 mutation of up to four genes (SOD1, VPS1, YPT7 and YPT35) in one single cell is practicable. We also developed a multiplexed CRISPR-dCas9 system which allows simultaneous activation of multiple genes in this yeast. 27 multiplexed gRNA combinations were tested for activation of three genes (SOD1, VPS1 and YPT7), three of which were demonstrated to increase the secretion of fungal xylanase and phytase up to 29% and 41%, respectively. Altogether, our study provided a toolkit for mutagenesis and activation of multiple genes in O. thermomethanolica, which could be useful for future strain engineering to improve heterologous protein production in this yeast.


Subject(s)
6-Phytase , CRISPR-Cas Systems , Endo-1,4-beta Xylanases , Fungal Proteins , Microorganisms, Genetically-Modified , Saccharomycetales , Secretory Pathway , 6-Phytase/genetics , 6-Phytase/metabolism , Endo-1,4-beta Xylanases/genetics , Endo-1,4-beta Xylanases/metabolism , Fungal Proteins/genetics , Fungal Proteins/metabolism , Genome, Fungal , Microorganisms, Genetically-Modified/enzymology , Microorganisms, Genetically-Modified/genetics , Saccharomycetales/enzymology , Saccharomycetales/genetics
3.
PLoS One ; 16(9): e0258005, 2021.
Article in English | MEDLINE | ID: mdl-34582499

ABSTRACT

The thermotolerant methylotrophic yeast Ogataea thermomethanolica TBRC 656 is a potential host strain for industrial protein production. Heterologous proteins are often retained intracellularly in yeast resulting in endoplasmic reticulum (ER) stress and poor secretion, and despite efforts to engineer protein secretory pathways, heterologous protein production is often lower than expected. We hypothesized that activation of genes involved in the secretory pathway could mitigate ER stress. In this study, we created mutants defective in protein secretory-related functions using clustered regularly interspaced short palindromic repeats (CRISPR)-CRISPR-associated protein 9 (Cas9) tools. Secretion of the model protein xylanase was significantly decreased in loss of function mutants for oxidative stress (sod1Δ) and vacuolar and protein sorting (vps1Δ and ypt7Δ) genes. However, xylanase secretion was unaffected in an autophagy related atg12Δ mutant. Then, we developed a system for sequence-specific activation of target gene expression (CRISPRa) in O. thermomethanolica and used it to activate SOD1, VPS1 and YPT7 genes. Production of both non-glycosylated xylanase and glycosylated phytase was enhanced in the gene activated mutants, demonstrating that CRISPR-Cas9 systems can be used as tools for understanding O. thermomethanolica genes involved in protein secretion, which could be applied for increasing heterologous protein secretion in this yeast.


Subject(s)
Fungal Proteins/metabolism , Saccharomycetales/genetics , Autophagy , Blotting, Western , CRISPR-Associated Protein 9 , CRISPR-Cas Systems , Electrophoresis, Polyacrylamide Gel , Endoplasmic Reticulum Stress , Gene Editing , Genes, Fungal/genetics , Oxidative Stress , Protein Translocation Systems/genetics , Protein Transport/genetics , Real-Time Polymerase Chain Reaction , Saccharomycetales/metabolism , Thermotolerance
4.
Yeast ; 38(5): 316-325, 2021 05.
Article in English | MEDLINE | ID: mdl-33445217

ABSTRACT

The thermotolerant methylotrophic yeast Ogataea thermomethanolica TBRC656 is a potential host for heterologous protein production. However, overproduction of heterologous protein can induce cellular stress and limit the level of its secretion. To improve the secretion of heterologous protein, we identified the candidate proteins with altered production during production of heterologous protein in O. thermomethanolica by using a label-free comparative proteomic approach. Four hundred sixty-four proteins with various biological functions showed differential abundance between O. thermomethanolica expressing fungal xylanase (OT + Xyl) and a control strain. The induction of proteins in transport and proteasomal proteolysis was prominently observed. Eight candidate proteins involved in cell wall biosynthesis (Chs3, Gas4), chaperone (Sgt2, Pex19), glycan metabolism (Csf1), protein transport (Ypt35), and vacuole and protein sorting (Cof1, Npr2) were mutated by a CRISPR/Cas9 approach. An Sgt2 mutant showed higher phytase and xylanase activity compared with the control strain (13%-20%), whereas mutants of other genes including Cof1, Pex19, Gas4, and Ypt35 showed lower xylanase activity compared with the control strain (15%-25%). In addition, an Npr2 mutant showed defective growth, while overproduction of Npr2 enhanced xylanase activity. These results reveal genes that can be mutated to modulate heterologous protein production and growth of O. thermomethanolica TBRC656.


Subject(s)
Fungal Proteins/genetics , Fungal Proteins/metabolism , Methanol/metabolism , Proteomics/methods , Saccharomycetales/chemistry , Thermotolerance , Fungal Proteins/isolation & purification , Gene Expression Regulation, Fungal , Saccharomycetales/genetics , Saccharomycetales/metabolism
5.
FEMS Microbiol Lett ; 366(5)2019 03 01.
Article in English | MEDLINE | ID: mdl-30869784

ABSTRACT

In this study, production of fungal phytase in thermotolerant methylotrophic yeast Ogataea thermomethanolica TBRC656 employing methanol-inducible OtAOX promoter and sucrose-inducible OtMal promoter was investigated in a high cell density fed-batch fermentation. Although a similar maximum cell concentration was obtained in both expression systems, the OtMal system gave ~2-fold higher phytase activity, specific yield, production yield, volumetric productivity and specific productivity rate compared with the OtAOX system. In addition to being more efficient, the OtMal system is more flexible because sucrose or sugarcane molasses can be utilized as less expensive carbon sources instead of glycerol in batch and fed-batch stages. Phytase yields from the OtMal system produced using sucrose or sugarcane molasses are comparable with those obtained with glycerol. We estimate the cost of phytase production by the OtMal system using sucrose or sugarcane molasses to be ~85% lower than the OtAOX system.


Subject(s)
6-Phytase/genetics , Fungal Proteins/genetics , Gene Expression Regulation, Fungal , Industrial Microbiology/methods , Recombinant Proteins/genetics , Saccharomycetales/genetics , Sucrose/pharmacology , 6-Phytase/metabolism , Aspergillus niger/enzymology , Aspergillus niger/genetics , Cell Count , Fermentation , Fungal Proteins/metabolism , Gene Expression Regulation, Fungal/drug effects , Methanol/metabolism , Molasses , Promoter Regions, Genetic , Recombinant Proteins/metabolism , Saccharomycetales/drug effects , Saccharomycetales/growth & development , Saccharomycetales/metabolism , Sucrose/metabolism , Thermotolerance
6.
FEMS Microbiol Lett ; 365(20)2018 10 01.
Article in English | MEDLINE | ID: mdl-30252037

ABSTRACT

The thermotolerant methylotrophic yeast Ogataea thermomethanolica TBRC656 is a potential host for heterologous protein expression. In this study, a novel expression system was developed for O. thermomethanolica based on the maltase (mal) gene promoter from this organism. The OtMal promoter function was tested for expression of fungal enzymes as reporter genes. Measurement of xylanase reporter enzyme activity showed that the OtMal promoter was repressed during growth on glucose and was activated by sucrose. When sucrose was used as a carbon source, the OtMal promoter was approximately twice as strong as the constitutive OtGAP promoter. Comparison of the OtMal promoter with the methanol-inducible OtAOX promoter showed that OtMal promoter drove 1.2 and 1.7-fold higher expression of xylanase and phytase reporter, respectively, than OtAOX promoter under inducing conditions at 24 h. Our results indicated that this novel expression system could be useful for the production of heterologous proteins from sucrose in yeast O. thermomethanolica.


Subject(s)
Gene Expression Regulation, Fungal/drug effects , Recombinant Proteins/biosynthesis , Saccharomycetales/metabolism , Sucrose/metabolism , Transcriptional Activation/drug effects , 6-Phytase/analysis , 6-Phytase/genetics , Carbon/metabolism , Culture Media/chemistry , Genes, Reporter , Promoter Regions, Genetic , Recombinant Proteins/genetics , Saccharomycetales/genetics , Saccharomycetales/growth & development , Xylosidases/analysis , Xylosidases/genetics , alpha-Glucosidases/genetics
7.
Mol Biol Rep ; 45(5): 1311-1319, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30066298

ABSTRACT

In yeast, the accumulation of unfolded proteins in the ER triggers the unfolded protein response (UPR) pathway, which is mediated by Hac1 transcription factor. Here, we characterized the function of a gene encoding Hac1 in the thermotolerant methylotrophic yeast Ogataea thermomethanolica TBRC656 (OtHAC1). OtHAC1 mRNA contains a non-canonical intron of 176 nt, which was demonstrated to be spliced by RT-PCR. To characterize the function of this gene, we compared the proteome of a Othac1 mutant with wild-type. A total of 463 proteins with differential abundance were detected. The functions of these proteins were annotated in oxidative stress, metabolic pathways, transcription, translation, and of particular interest in secretory pathway. While many intracellular proteins differentially expressed in the mutant were similar to proteins with altered expression in UPR-stressed Saccharomyces cerevisiae, two novel OtHAC1-dependent proteins (Iml1 and Npr2) were identified that are potentially involved in the regulation of autophagy. The data show that OtHAC1 is an important regulator of several different processes in O. thermomethanolica TBRC656.


Subject(s)
Basic-Leucine Zipper Transcription Factors/genetics , Repressor Proteins/genetics , Saccharomycetales/genetics , Autophagy/physiology , Basic-Leucine Zipper Transcription Factors/metabolism , Endoplasmic Reticulum/metabolism , Proteomics/methods , RNA, Messenger/genetics , RNA, Messenger/metabolism , Repressor Proteins/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Saccharomycetales/cytology , Saccharomycetales/metabolism , Thermotolerance/genetics , Thermotolerance/physiology , Transcription Factors/genetics , Transcription Factors/metabolism , Unfolded Protein Response
8.
FEMS Microbiol Lett ; 365(11)2018 06 01.
Article in English | MEDLINE | ID: mdl-29688335

ABSTRACT

Ogataea thermomethanolica TBRC656 is a thermotolerant methylotrophic yeast suitable for heterologous protein expression at various temperatures. However, the lack of efficient methods for targeted gene mutagenesis limits strain engineering in this yeast. In this study, we applied a CRISPR-Cas9-based tool for targeted gene mutagenesis in O. thermomethanolica. The putative unfolded protein response regulator OtHAC1, and the OtMAL1 (maltase) and OtMAL2 (maltose permease) genes involved with sucrose and maltose utilization were targeted for CRISPR-Cas9 mutagenesis. Plasmids were constructed for integrative and episomal expression of CRISPR-Cas9 elements in O. thermomethanolica in which Cas9 and gRNA are transcribed from the alcohol oxidase (AOX) promoter. The expression of these genome-editing elements is controlled by derepression with glycerol and gRNA are flanked by self-cleaving ribozymes. For integrative system, OtHAC1, OtMAL1 and OtMAL2 were disrupted at 63%, 97% and 93%, respectively. In addition, OtMAL1 was also disrupted with episomal system at 92%. These findings indicate that the CRISPR-Cas9 system described herein is thus applicable for studying gene function and strain engineering in yeast O. thermomethanolica.


Subject(s)
CRISPR-Associated Protein 9/metabolism , Clustered Regularly Interspaced Short Palindromic Repeats , Gene Editing/methods , Metabolic Engineering/methods , Mutagenesis , Saccharomycetales/genetics , Maltose/metabolism , Monosaccharide Transport Proteins/genetics , Monosaccharide Transport Proteins/metabolism , Repressor Proteins/genetics , Repressor Proteins/metabolism , Sucrose/metabolism , alpha-Glucosidases/genetics , alpha-Glucosidases/metabolism
9.
PLoS One ; 11(8): e0160321, 2016.
Article in English | MEDLINE | ID: mdl-27483370

ABSTRACT

In recent years, cytokine-mediated therapy has emerged as further advance alternative in cancer therapy. Interleukin-18 (IL-18) has exhibited interesting anti-cancer properties especially when combined with IL-12. We engineered IL-18 in order to improve its activity using single point mutagenesis. IL-18 mutants were constructed according to binding residues and polarity which we tried to increase polarity in M33Q and M60Q, enhanced cationicity in E6K, and flexibility in T63A. All IL-18 proteins were expressed in Pichia pastoris, purified, and then measured the activity by treating with the NK-92MI cell line to evaluate interferon-γ (IFN-γ) stimulation. The E6K and T63A mutant forms showed higher activity with respect to native proteins at the concentration of 200 ng mL-1 by inducing the expression of IFN-γ, about factors of 9 and 4, respectively. Meanwhile, M33Q and M60Q had no significant activity to induce IFN-γ. Interestingly, the combination of E6K and T63A mutations could synergize the induction activity of IL-18 to be 16 times at 200 ng mL-1. Furthermore, molecular dynamics studies have elucidated the effect due to mutation on conformation of the binding site of IL-18. The results turn out that E6K provides structural perseverance against mutation, while M33Q and M60Q promote vivid overall change in protein conformation, especially at the binding site. For T63A, mutation yields small difference in structure but clearly increases structural flexibility. However, a small structural change was observed when T63A was combined with E6K. Our research resulted in a novel version of IL-18 which could be a new key candidate for cytokine-mediated therapy.


Subject(s)
Interferon-gamma/biosynthesis , Interleukin-18/chemistry , Killer Cells, Natural/drug effects , Lymphocyte Activation/drug effects , Receptors, Interleukin-18/chemistry , Amino Acid Sequence , Binding Sites , Cell Line, Tumor , Cloning, Molecular , Gene Expression , Humans , Interferon-gamma/metabolism , Interleukin-18/genetics , Interleukin-18/immunology , Interleukin-18/pharmacology , Killer Cells, Natural/cytology , Killer Cells, Natural/immunology , Kinetics , Models, Molecular , Molecular Weight , Pichia/genetics , Pichia/metabolism , Protein Binding , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Protein Engineering , Protein Interaction Domains and Motifs , Receptors, Interleukin-18/genetics , Receptors, Interleukin-18/immunology , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/immunology , Sequence Alignment , Structure-Activity Relationship , Substrate Specificity
10.
Appl Biochem Biotechnol ; 178(4): 710-24, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26519344

ABSTRACT

The thermotolerant methylotrophic yeast Ogataea thermomethanolica is a host for heterologous protein expression via secretion to the culture medium. Efficient secretion is a major bottleneck for heterologous protein production in this strain. To improve protein secretion, we explored whether the use of a native signal peptide sequence for directing heterologous protein secretion and overexpression of native ER-resident chaperone genes could improve heterologous protein secretion in O. thermomethanolica. We cloned and characterized genes encoding α-mating factor (Otα-MF) and ER-resident chaperones OtBiP, OtCNE1, and OtPDI. The pre and pre-pro sequences of Otα-MF were shown to promote higher secretion of heterologous endoxylanase comparing with the classical pre-pro sequence of Saccharomyces cerevisiae. However, in the case of heterologous glycosylated phytase, only the Otα-MF pre-pro sequence significantly enhanced protein secretion. The effect of chaperone overexpression on heterologous protein secretion was tested in cotransformant cells of O. thermomethanolica. Overexpression of ER-resident chaperones improved protein secretion depending on heterologous protein. Overexpression of OtBiP, OtCNE1, and OtPDI significantly increased unglycosylated endoxylanase secretion at both 30 and 37 °C while only OtBiP overexpression enhanced glycosylated phytase secretion at 30 °C. These observations suggested the possibility to improve heterologous protein secretion in O. thermomethanolica.


Subject(s)
Endoplasmic Reticulum/metabolism , Fungal Proteins/metabolism , Molecular Chaperones/metabolism , Protein Sorting Signals , Saccharomycetales/metabolism , Adaptation, Physiological , Amino Acid Sequence , Fungal Proteins/chemistry , Genetic Vectors , Hot Temperature , Molecular Sequence Data , Plasmids , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Saccharomycetales/physiology
11.
Appl Biochem Biotechnol ; 177(8): 1690-700, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26378014

ABSTRACT

Scheffersomyces stipitis strain BCC15191 is considered as a biotechnologically valuable yeast for its ability to ferment glucose and xylose, the main sugar components in plant biomass, to ethanol. However, the wild strain lacks of endogenous cellulases and hemicellulases that limited biomass utilization. In order to improve biomass degrading ability of S. stipitis BCC15191, new integrative plasmids harboring constitutive TEF1 promoter and codon-optimized zeocin or hygromycin antibiotic resistance genes were developed. Aspergillus niger endoxylanase and Aspergillus aculeatus endoglucanase activities were demonstrated in transformant cells expressing codon-optimized genes. S. stipitis co-expressing endoxylanase and endoglucanase was able to grow in medium containing xylan and ß-glucan as carbon sources and directly produced ethanol with yields of 2.7 g/L. It could also use pretreated corncob as a carbon source for ethanol production. These results suggested that recombinant S. stipilis is possible for consolidated bioprocessing of biomass.


Subject(s)
Cellulase/genetics , Ethanol/metabolism , Glycoside Hydrolases/genetics , Saccharomycetales/metabolism , Aspergillus/enzymology , Biomass , Drug Resistance, Microbial , Industrial Microbiology , Saccharomycetales/genetics , Transformation, Genetic
12.
FEMS Yeast Res ; 10(7): 909-16, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20707819

ABSTRACT

Plant-based animal feed contains antinutritive agents, necessitating the addition of digestive enzymes in commercial feeds. Enzyme additives are costly because they are currently produced separately from recombinant sources. The coexpression of digestive enzymes in a single recombinant cell system would thus be advantageous. A coexpression system for the extracellular production of phytase and xylanase was established in Pichia pastoris yeast. The genes for each enzyme were fused in-frame with the α-factor secretion signal and linked by the 2A-peptide-encoding sequence. Each enzyme was expressed extracellularly as individual functional proteins. The specific activities of 2A-expressed phytase (PhyA-2A) and 2A-expressed xylanase (XylB-2A) were 9.3 and 97.3 U mg(-1) , respectively. Optimal PhyA-2A activity was observed at 55 degreesC and pH 5.0. PhyA-2A also exhibited broad pH stability from 2.5 to 7.0 and retained approximately 70% activity after heating at 90 degreesC for 5 min. Meanwhile, XylB-2A exhibited optimal activity at 50 degreesC and pH 5.5 and showed pH stability from 5.0 to 8.0. It retained >50% activity after incubation at 50 degreesC for 10 min. These enzyme properties are similar to those of individually expressed recombinant enzymes. In vitro digestibility test showed that PhyA-2A and XylB-2A are as efficient as individually expressed enzymes for hydrolyzing phytate and crude fiber in feedstuff, respectively.


Subject(s)
6-Phytase/metabolism , Gene Expression , Pichia/enzymology , Regulatory Elements, Transcriptional , Xylosidases/metabolism , 6-Phytase/chemistry , 6-Phytase/genetics , Hydrogen-Ion Concentration , Pichia/genetics , Protein Sorting Signals , Protein Stability , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/isolation & purification , Recombinant Fusion Proteins/metabolism , Temperature , Time Factors , Xylosidases/chemistry , Xylosidases/genetics
13.
Exp Cell Res ; 315(19): 3370-80, 2009 Nov 15.
Article in English | MEDLINE | ID: mdl-19560458

ABSTRACT

The Akt signaling pathway is well known to regulate cell proliferation and growth. Girdin, a novel substrate of Akt, plays a crucial role in organization of the actin cytoskeleton and cell motility under the control of Akt. We here identified a novel Girdin-like protein in Drosophila (dGirdin), which has two isoforms, dGirdin PA and dGirdin PB. dGirdin shows high homology with human Girdin in the N-terminal and coiled-coil domains, while diverging at the C-terminal domain. On establishment of transgenic fly lines, featuring knockdown or overexpression of dGirdin in vivo, overexpression in the wing disc cells induced ectopic apoptosis, implying a role in directing apoptosis. Knockdown of dGirdin in the Drosophila wing imaginal disc cells resulted in reduction of cell size. Furthermore, this was enhanced by half reduction of the Akt gene dose, suggesting that Akt positively regulates dGirdin. In the wing disc, cells in which dGirdin was knocked down exhibited disruption of actin filaments. From these in vivo analyses, we conclude that dGirdin is required for actin organization and regulation of appropriate cell size under control of the Akt signaling pathway.


Subject(s)
Drosophila Proteins/physiology , Drosophila/cytology , Intracellular Signaling Peptides and Proteins/physiology , Microfilament Proteins , Proto-Oncogene Proteins c-akt/metabolism , Vesicular Transport Proteins , Actin Cytoskeleton , Animals , Apoptosis , Cell Size , Humans , Organisms, Genetically Modified , Sequence Homology, Amino Acid , Wings, Animal/cytology
14.
Nat Genet ; 41(5): 591-5, 2009 May.
Article in English | MEDLINE | ID: mdl-19349983

ABSTRACT

Chronic hepatitis B is a serious infectious liver disease that often progresses to liver cirrhosis and hepatocellular carcinoma; however, clinical outcomes after viral exposure vary enormously among individuals. Through a two-stage genome-wide association study using 786 Japanese chronic hepatitis B cases and 2,201 controls, we identified a significant association of chronic hepatitis B with 11 SNPs in a region including HLA-DPA1 and HLA-DPB1. We validated these associations by genotyping two SNPs from the region in three additional Japanese and Thai cohorts consisting of 1,300 cases and 2,100 controls (combined P = 6.34 x 10(-39) and 2.31 x 10(-38), OR = 0.57 and 0.56, respectively). Subsequent analyses revealed risk haplotypes (HLA-DPA1(*)0202-DPB1(*)0501 and HLA-DPA1(*)0202-DPB1(*)0301, OR = 1.45 and 2.31, respectively) and protective haplotypes (HLA-DPA1(*)0103-DPB1(*)0402 and HLA-DPA1(*)0103-DPB1(*)0401, OR = 0.52 and 0.57, respectively). Our findings show that genetic variants in the HLA-DP locus are strongly associated with risk of persistent infection with hepatitis B virus.


Subject(s)
Asian People/genetics , Genome-Wide Association Study , HLA-DP Antigens/genetics , Hepatitis B, Chronic/genetics , Polymorphism, Single Nucleotide , Cohort Studies , Genetics, Population , Genome, Human , Genotype , HLA-DP alpha-Chains , HLA-DP beta-Chains , Haplotypes , Humans , Linkage Disequilibrium
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