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1.
PLoS One ; 17(11): e0276956, 2022.
Article in English | MEDLINE | ID: mdl-36331983

ABSTRACT

The Plasmodium falciparum human malaria parasite genome is incompletely annotated and does not accurately represent the transcriptomic diversity of this species. To address this need, we performed long-read transcriptomic sequencing. 5' capped mRNA was enriched from samples of total and nuclear-fractionated RNA from intra-erythrocytic stages and converted to cDNA library. The cDNA libraries were sequenced on PacBio and Nanopore long-read platforms. 12,495 novel isoforms were annotated from the data. Alternative 5' and 3' ends represent the majority of isoform events among the novel isoforms, with retained introns being the next most common event. The majority of alternative 5' ends correspond to genomic regions with features similar to those of the reference transcript 5' ends. However, a minority of alternative 5' ends showed markedly different features, including locations within protein-coding regions. Alternative 3' ends showed similar features to the reference transcript 3' ends, notably adenine-rich termination signals. Distinguishing features of retained introns could not be observed, except for a tendency towards shorter length and greater GC content compared with spliced introns. Expression of antisense and retained intron isoforms was detected at different intra-erythrocytic stages, suggesting developmental regulation of these isoform events. To gain insights into the possible functions of the novel isoforms, their protein-coding potential was assessed. Variants of P. falciparum proteins and novel proteins encoded by alternative open reading frames suggest that P. falciparum has a greater proteomic repertoire than the current annotation. We provide a catalog of annotated transcripts and encoded alternative proteins to support further studies on gene and protein regulation of this pathogen.


Subject(s)
Malaria, Falciparum , Malaria , Parasites , Animals , Humans , Transcriptome , Plasmodium falciparum/genetics , Parasites/genetics , Proteomics , Protein Isoforms/genetics , Alternative Splicing , Malaria, Falciparum/genetics
2.
Sci Rep ; 12(1): 20474, 2022 11 28.
Article in English | MEDLINE | ID: mdl-36443360

ABSTRACT

Sugarcane accounts for a large portion of the worlds sugar production. Modern commercial cultivars are complex hybrids of S. officinarum, S. spontaneum, and several other Saccharum species, resulting in an auto-allopolyploid with 8-12 copies of each chromosome. The current genome assembly gold standard is to generate a long read assembly followed by chromatin conformation capture sequencing to scaffold. We used the PacBio RSII and chromatin conformation capture sequencing to sequence and assemble the genome of a South East Asian commercial sugarcane cultivar, known as Khon Kaen 3. The Khon Kaen 3 genome assembled into 104,477 contigs totalling 7 Gb, which scaffolded into 56 pseudochromosomes containing 5.2 Gb of sequence. Genome annotation produced 242,406 genes from 30,927 orthogroups. Aligning the Khon Kaen 3 genome sequence to S. officinarum and S. spontaneum revealed a high level of apparent recombination, indicating a chimeric assembly. This assembly error is explained by high nucleotide identity between S. officinarum and S. spontaneum, where 91.8% of S. spontaneum aligns to S. officinarum at 94% identity. Thus, the subgenomes of commercial sugarcane are so similar that using short reads to correct long PacBio reads produced chimeric long reads. Future attempts to sequence sugarcane must take this information into account.


Subject(s)
Saccharum , Saccharum/genetics , Thailand , Chromatin , Edible Grain , Sequence Analysis, DNA
3.
J Pers Med ; 11(11)2021 Nov 19.
Article in English | MEDLINE | ID: mdl-34834582

ABSTRACT

The increasing availability of next generation sequencing (NGS) for personal genomics could promote pharmacogenomics (PGx) discovery and application. However, current tools for analysis and interpretation of pharmacogenomic variants from NGS data are inadequate, as none offer comprehensive analytic functions in a simple, web-based platform. In addition, no tools exist to analyze human leukocyte antigen (HLA) genes for determining potential risks of immune-mediated adverse drug reaction (IM-ADR). We describe PharmVIP, a web-based PGx tool, for one-stop comprehensive analysis and interpretation of genome-wide variants obtained from NGS platforms. PharmVIP comprises three main interpretation modules covering analyses of pharmacogenes involved in pharmacokinetics, pharmacodynamics and IM-ADR. The Guideline module provides Clinical Pharmacogenetics Implementation Consortium (CPIC) drug guideline recommendations based on the translation of genotypic data in genes having guidelines. The HLA module reports HLA genotypes, potential adverse drug reactions, and the relevant drug guidelines. The Pharmacogenes module is employed for prioritizing variants according to variant effect on gene function. Detailed, customizable reports are provided as exportable files and as an interactive web version. PharmVIP is a new integrated NGS workflow for the PGx community to facilitate discovery and clinical application.

4.
Clin Genet ; 100(6): 703-712, 2021 12.
Article in English | MEDLINE | ID: mdl-34496037

ABSTRACT

To maximize the potential of genomics in medicine, it is essential to establish databases of genomic variants for ethno-geographic groups that can be used for filtering and prioritizing candidate pathogenic variants. Populations with non-European ancestry are poorly represented among current genomic variant databases. Here, we report the first high-density survey of genomic variants for the Thai population, the Thai Reference Exome (T-REx) variant database. T-REx comprises exome sequencing data of 1092 unrelated Thai individuals. The targeted exome regions common among four capture platforms cover 30.04 Mbp on autosomes and chromosome X. 345 681 short variants (18.27% of which are novel) and 34 907 copy number variations were found. Principal component analysis on 38 469 single nucleotide variants present worldwide showed that the Thai population is most genetically similar to East and Southeast Asian populations. Moreover, unsupervised clustering revealed six Thai subpopulations consistent with the evidence of gene flow from neighboring populations. The prevalence of common pathogenic variants in T-REx was investigated in detail, which revealed subpopulation-specific patterns, in particular variants associated with erythrocyte disorders such as the HbE variant in HBB and the Viangchan variant in G6PD. T-REx serves as a pivotal addition to the current databases for genomic medicine.


Subject(s)
Databases, Genetic , Exome , Genetic Variation , Computational Biology/methods , DNA Copy Number Variations , Genetic Association Studies/methods , Genetic Predisposition to Disease , Genetics, Population , Genomic Medicine/methods , Humans , Molecular Sequence Annotation , Polymorphism, Single Nucleotide , Thailand , Exome Sequencing
5.
PeerJ ; 9: e11983, 2021.
Article in English | MEDLINE | ID: mdl-34527439

ABSTRACT

BACKGROUND: The genome of the human malaria parasite Plasmodium falciparum is poorly annotated, in particular, the 5' capped ends of its mRNA transcripts. New approaches are needed to fully catalog P. falciparum transcripts for understanding gene function and regulation in this organism. METHODS: We developed a transcriptomic method based on next-generation sequencing of complementary DNA (cDNA) enriched for full-length fragments using eIF4E, a 5' cap-binding protein, and an unenriched control. DNA sequencing adapter was added after enrichment of full-length cDNA using two different ligation protocols. From the mapped sequence reads, enrichment scores were calculated for all transcribed nucleotides and used to calculate P-values of 5' capped nucleotide enrichment. Sensitivity and accuracy were increased by combining P-values from replicate experiments. Data were obtained for P. falciparum ring, trophozoite and schizont stages of intra-erythrocytic development. RESULTS: 5' capped nucleotide signals were mapped to 17,961 non-overlapping P. falciparum genomic intervals. Analysis of the dominant 5' capped nucleotide in these genomic intervals revealed the presence of two groups with distinctive epigenetic features and sequence patterns. A total of 4,512 transcripts were annotated as 5' capped based on the correspondence of 5' end with 5' capped nucleotide annotated from full-length cDNA data. DISCUSSION: The presence of two groups of 5' capped nucleotides suggests that alternative mechanisms may exist for producing 5' capped transcript ends in P. falciparum. The 5' capped transcripts that are antisense, outside of, or partially overlapping coding regions may be important regulators of gene function in P. falciparum.

6.
Genomics ; 113(1 Pt 1): 229-237, 2021 01.
Article in English | MEDLINE | ID: mdl-33321201

ABSTRACT

Association mapping of gene expression data, generated from transcriptome and proteome studies, provides a means of understanding the functional significance and trait association potential of candidate genes. In this study, we applied candidate gene association mapping to validate sugarcane genes, using data from the starch and sucrose metabolism pathway, transcriptome, and proteome. We performed multiplex PCR targeted amplicon sequencing of 109 candidate genes, using NGS technology. A range of statistical models, both single-locus and multi-locus, were compared for minimization of false positives in association mapping of four sugar-related traits with different heritability. The Fixed and random model Circulating Probability Unification model effectively suppressed false positives for both low- and high-heritability traits. We identified favorable alleles of the candidate genes involved in signalling and transcriptional regulation. The results will support genetic improvement of sugarcane and may help clarify the genetic architecture of sugar-related traits.


Subject(s)
Polymorphism, Single Nucleotide , Quantitative Trait Loci , Saccharum/genetics , Sucrose/metabolism , Quantitative Trait, Heritable , Saccharum/metabolism , Transcriptome
7.
PeerJ ; 6: e5818, 2018.
Article in English | MEDLINE | ID: mdl-30397543

ABSTRACT

BACKGROUND: Sugarcane is an important global food crop and energy resource. To facilitate the sugarcane improvement program, genome and gene information are important for studying traits at the molecular level. Most currently available transcriptome data for sugarcane were generated using second-generation sequencing platforms, which provide short reads. The de novo assembled transcripts from these data are limited in length, and hence may be incomplete and inaccurate, especially for long RNAs. METHODS: We generated a transcriptome dataset of leaf tissue from a commercial Thai sugarcane cultivar Khon Kaen 3 (KK3) using PacBio RS II single-molecule long-read sequencing by the Iso-Seq method. Short-read RNA-Seq data were generated from the same RNA sample using the Ion Proton platform for reducing base calling errors. RESULTS: A total of 119,339 error-corrected transcripts were generated with the N50 length of 3,611 bp, which is on average longer than any previously reported sugarcane transcriptome dataset. 110,253 sequences (92.4%) contain an open reading frame (ORF) of at least 300 bp long with ORF N50 of 1,416 bp. The mean lengths of 5' and 3' untranslated regions in 73,795 sequences with complete ORFs are 1,249 and 1,187 bp, respectively. 4,774 transcripts are putatively novel full-length transcripts which do not match with a previous Iso-Seq study of sugarcane. We annotated the functions of 68,962 putative full-length transcripts with at least 90% coverage when compared with homologous protein coding sequences in other plants. DISCUSSION: The new catalog of transcripts will be useful for genome annotation, identification of splicing variants, SNP identification, and other research pertaining to the sugarcane improvement program. The putatively novel transcripts suggest unique features of KK3, although more data from different tissues and stages of development are needed to establish a reference transcriptome of this cultivar.

8.
PeerJ ; 6: e5527, 2018.
Article in English | MEDLINE | ID: mdl-30186694

ABSTRACT

BACKGROUND: A key event in human development is the establishment of erythropoietic progenitors in the bone marrow, which is accompanied by a fetal-to-adult switch in hemoglobin expression. Understanding of this event could lead to medical application, notably treatment of sickle cell disease and ß-thalassemia. The changes in gene expression of erythropoietic progenitor cells as they migrate from the fetal liver and colonize the bone marrow are still rather poorly understood, as primary fetal liver (FL) tissues are difficult to obtain. METHODS: We obtained human FL tissue and adult peripheral blood (AB) samples from Thai subjects. Primary CD34+ cells were cultured in vitro in a fetal bovine serum-based culture medium. After 8 days of culture, erythroid cell populations were isolated by flow cytometry. Gene expression in the FL- and AB-derived cells was studied by Affymetrix microarray and reverse-transcription quantitative PCR. The microarray data were combined with that from a previous study of human FL and AB erythroid development, and meta-analysis was performed on the combined dataset. RESULTS: FL erythroid cells showed enhanced proliferation and elevated fetal hemoglobin relative to AB cells. A total of 1,391 fetal up-regulated and 329 adult up-regulated genes were identified from microarray data generated in this study. Five hundred ninety-nine fetal up-regulated and 284 adult up-regulated genes with reproducible patterns between this and a previous study were identified by meta-analysis of the combined dataset, which constitute a core set of genes differentially expressed between FL and AB erythroid cells. In addition to these core genes, 826 and 48 novel genes were identified only from data generated in this study to be FL up- and AB up-regulated, respectively. The in vivo relevance for some of these novel genes was demonstrated by pathway analysis, which showed novel genes functioning in pathways known to be important in proliferation and erythropoiesis, including the mitogen-activated protein kinase (MAPK) and the phosphatidyl inositol 3 kinase (PI3K)-Akt pathways. DISCUSSION: The genes with upregulated expression in FL cells, which include many novel genes identified from data generated in this study, suggest that cellular proliferation pathways are more active in the fetal stage. Erythroid progenitor cells may thus undergo a reprogramming during ontogenesis in which proliferation is modulated by changes in expression of key regulators, primarily MYC, and others including insulin-like growth factor 2 mRNA-binding protein 3 (IGF2BP3), neuropilin and tolloid-like 2 (NETO2), branched chain amino acid transaminase 1 (BCAT1), tenascin XB (TNXB) and proto-oncogene, AP-1 transcription factor subunit (JUND). This reprogramming may thus be necessary for acquisition of the adult identity and switching of hemoglobin expression.

9.
Infect Genet Evol ; 64: 32-45, 2018 10.
Article in English | MEDLINE | ID: mdl-29890334

ABSTRACT

Senecavirus A (SVA) is a novel picornavirus that causes porcine idiopathic vesicular disease characterized by lameness, coronary band hyperemia, and vesicles on the snout and coronary bands. An increase in the detection rate of SVA in several countries suggests that the disease has become a widespread problem. Herein, we report the detection of SVA in Thailand and the characterization of full-length genomic sequences of six Thai SVA isolates. Phylogenetic, genetic, recombination, and evolutionary analyses were performed. The full-length genome, excluding the poly (A) tail of the Thai SVA isolates, was 7282 nucleotides long, with the genomic organization resembling other previously reported SVA isolates. Phylogenetic and genetic analyses based on full-length genome demonstrated that the Thai SVA isolates were grouped in a novel cluster, separated from SVA isolates from other countries. Although the Thai SVA isolates were closely related to 11-55910-3, the first SVA isolate from Canada, with 97.9-98.2%, but they are different. Evolutionary and recombinant analyses suggested that the Thai SVA isolates shared a common ancestor with the 11-55910-3 isolate. The positive selection in the VP4 and 3D genes suggests that the virus was not externally introduced, but rather continuously evolved in the population prior to the first detection. Addition, the presence of SVA could have been ignored due to the presence of other pathogens causing similar clinical diseases. This study warrants further investigations into molecular epidemiology and genetic evolution of the SVA in Thailand.


Subject(s)
Evolution, Molecular , Genetic Variation , Genome, Viral , Picornaviridae Infections/veterinary , Picornaviridae/genetics , Swine Diseases/epidemiology , Swine Diseases/virology , Amino Acid Substitution , Animals , Mutation , Phylogeny , Phylogeography , Picornaviridae/immunology , Picornaviridae/isolation & purification , RNA, Viral , Swine , Swine Diseases/immunology , Thailand/epidemiology
10.
Int J Parasitol Drugs Drug Resist ; 8(2): 229-237, 2018 08.
Article in English | MEDLINE | ID: mdl-29677637

ABSTRACT

The prevalence of Plasmodium vivax is increasing in the border regions of Thailand; one potential problem confounding the control of malaria in these regions is the emergence and spread of drug resistance. The aim of this study was to determine the genetic diversity in genes potentially linked to drug resistance in P. vivax parasites isolated from four different border regions of Thailand; Thai-Myanmar (Tak, Mae Hong Son and Prachuap Khiri Khan Provinces), and Thai-Cambodian borders (Chanthaburi Province). Isolates were collected from 345 P. vivax patients in 2008 and 2014, and parasite DNA extracted and subjected to nucleotide sequencing at five putative drug-resistance loci (Pvdhfr, Pvdhps, Pvmdr1, Pvcrt-o and Pvk12). The prevalence of mutations in Pvdhfr, Pvdhps and Pvmdr1 were markedly different between the Thai-Myanmar and Thai-Cambodian border areas and also varied between sampling times. All isolates carried the Pvdhfr (58R and 117N/T) mutation, however, whereas the quadruple mutant allele (I57R58M61T117) was the most prevalent (69.6%) in the Thai-Myanmar border region, the double mutant allele (F57R58T61N117) was at fixation on the Thai-Cambodian border (100%). The most prevalent genotypes of Pvdhps and Pvmdr1 were the double mutant (S382G383K512G553) (65.1%) and single mutant (M958Y976F1076) (46.5%) alleles, respectively on the Thai-Myanmar border while the single Pvdhps mutant (S382G383K512A553) (52.7%) and the triple Pvmdr1 mutant (M958F976L1076) (81%) alleles were dominant on the Thai-Cambodian border. No mutations were observed in the Pvcrt-o gene in either region. Novel mutations in the Pvk12 gene, the P. vivax orthologue of PfK13, linked to artemisinin resistance in Plasmodium falciparum, were observed with three nonsynonymous and three synonymous mutations in six isolates (3.3%).


Subject(s)
Antimalarials/pharmacology , Drug Resistance, Multiple/genetics , Genetic Markers , Genetic Variation , Multidrug Resistance-Associated Proteins/genetics , Plasmodium vivax/drug effects , Alleles , DNA, Protozoan/genetics , Humans , Malaria, Vivax/drug therapy , Malaria, Vivax/epidemiology , Malaria, Vivax/parasitology , Mutation , Plasmodium vivax/genetics , Polymerase Chain Reaction , Prevalence , Protozoan Proteins/genetics , Sequence Analysis, DNA , Thailand/epidemiology
11.
PLoS One ; 12(5): e0178483, 2017.
Article in English | MEDLINE | ID: mdl-28542466

ABSTRACT

BACKGROUND: Biochemical methods are available for enriching 5' ends of RNAs in prokaryotes, which are employed in the differential RNA-seq (dRNA-seq) and the more recent Cappable-seq protocols. Computational methods are needed to locate RNA 5' ends from these data by statistical analysis of the enrichment. Although statistical-based analysis methods have been developed for dRNA-seq, they may not be suitable for Cappable-seq data. The more efficient enrichment method employed in Cappable-seq compared with dRNA-seq could affect data distribution and thus algorithm performance. RESULTS: We present Transformation of Nucleotide Enrichment Ratios (ToNER), a tool for statistical modeling of enrichment from RNA-seq data obtained from enriched and unenriched libraries. The tool calculates nucleotide enrichment scores and determines the global transformation for fitting to the normal distribution using the Box-Cox procedure. From the transformed distribution, sites of significant enrichment are identified. To increase power of detection, meta-analysis across experimental replicates is offered. We tested the tool on Cappable-seq and dRNA-seq data for identifying Escherichia coli transcript 5' ends and compared the results with those from the TSSAR tool, which is designed for analyzing dRNA-seq data. When combining results across Cappable-seq replicates, ToNER detects more known transcript 5' ends than TSSAR. In general, the transcript 5' ends detected by ToNER but not TSSAR occur in regions which cannot be locally modeled by TSSAR. CONCLUSION: ToNER uses a simple yet robust statistical modeling approach, which can be used for detecting RNA 5'ends from Cappable-seq data, in particular when combining information from experimental replicates. The ToNER tool could potentially be applied for analyzing other RNA-seq datasets in which enrichment for other structural features of RNA is employed. The program is freely available for download at ToNER webpage (http://www4a.biotec.or.th/GI/tools/toner) and GitHub repository (https://github.com/PavitaKae/ToNER).


Subject(s)
Nucleotides/genetics , RNA/genetics , Algorithms , Escherichia coli/genetics , High-Throughput Nucleotide Sequencing/methods , Sequence Analysis, RNA/methods
12.
Infect Genet Evol ; 50: 70-76, 2017 06.
Article in English | MEDLINE | ID: mdl-28235643

ABSTRACT

Porcine epidemic diarrhea (PED) has been endemic causing sporadic outbreaks in Thailand since 2007. In 2014-2015, several herds had experienced severe PED outbreaks and the reason of the re-current outbreaks was unknown. Whether or not the introduction of exotic strains or continual evolution of existing PEDV, genetic analyses would provide a more understanding in its evolutionary pattern. In the study, 117 complete spike gene sequences of Thai PED virus (PEDV) collected from 2008 to 2015 were clustered along with 95 references of PEDV spike sequences, and analyzed with the US sequences dataset (n=99). The phylogenetic analysis demonstrated that Thai PEDV spike sequences were genetically diverse and had been influenced by multiple introduction of exotic strains. Although Thai PEDV have been evolved into 6 subgroups (TH1-6), Subgroup TH1 strains with the unique 9 nucleotides (CAA GGG AAT) insertion between 688th-689th position of spike (changing amino acid from N to TREY) insertion has become the dominant subgroup since 2014. Thai PEDV spike gene have higher evolutionary rate compare to that of the US sequences. One contributing factor would be the intra-recombination between subgroups. Thailand endemic strain should be assigned into new subclade of G2 (Thai pandemic variant).


Subject(s)
Coronavirus Infections/veterinary , Disease Outbreaks , Phylogeny , Polymorphism, Genetic , Porcine epidemic diarrhea virus/genetics , Spike Glycoprotein, Coronavirus/genetics , Swine Diseases/epidemiology , Animals , Biological Evolution , Cloning, Molecular , Coronavirus Infections/epidemiology , Coronavirus Infections/transmission , Coronavirus Infections/virology , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression , Genome, Viral , Mutagenesis, Insertional , Porcine epidemic diarrhea virus/classification , Recombinant Proteins/genetics , Recombination, Genetic , Swine , Swine Diseases/transmission , Swine Diseases/virology , Thailand/epidemiology
13.
Virus Genes ; 53(2): 240-248, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28005234

ABSTRACT

Porcine deltacoronavirus (PDCoV) was identified in intestinal samples collected from piglets with diarrhea in Thailand in 2015. Two Thai PDCoV isolates, P23_15_TT_1115 and P24_15_NT1_1215, were isolated and identified. The full-length genome sequences of the P23_15_TT_1115 and P24_15_NT1_1215 isolates were 25,404 and 25,407 nucleotides in length, respectively, which were relatively shorter than that of US and China PDCoV. The phylogenetic analysis based on the full-length genome demonstrated that Thai PDCoV isolates form a new cluster separated from US and China PDCoV but relatively were more closely related to China PDCoV than US isolates. The genetic analyses demonstrated that Thai PDCoVs have 97.0-97.8 and 92.2-94.0% similarities with China PDCoV at nucleotide and amino acid levels, respectively, but share 97.1-97.3 and 92.5-93.0 similarity with US PDCoV at the nucleotide and amino acid levels, respectively. Thai PDCoV possesses two discontinuous deletions of five amino acids in ORF1a/b region. One additional deletion of one amino acid was identified in P23_15_TT_1115. The variation analyses demonstrated that six regions (nt 1317-1436, 2997-3096, 19,737-19,836, 20,277-20,376, 21,177-21,276, and 22,371-22,416) in ORF1a/b and spike genes exhibit high sequence variation between Thai and other PDCoV. The analyses of amino acid changes suggested that they could potentially be from different lineages.


Subject(s)
Coronavirus/genetics , Genetic Variation , Genome, Viral/genetics , Swine Diseases/genetics , Animals , Coronavirus/classification , Intestines/pathology , Intestines/virology , Molecular Sequence Data , Phylogeny , Swine/virology , Swine Diseases/virology , Thailand
14.
Infect Genet Evol ; 44: 114-121, 2016 10.
Article in English | MEDLINE | ID: mdl-27353184

ABSTRACT

Porcine epidemic diarrhea virus (PEDV) has continued to cause sporadic outbreaks in Thailand since 2007 and a pandemic variant containing an insertion and deletion in the spike gene was responsible for outbreaks. In 2014, there were further outbreaks of the disease occurring within four months of each other. In this study, the full-length genome sequences of two genetically distinct PEDV isolates from the outbreaks were characterized. The two PEDV isolates, CBR1/2014 and EAS1/2014, were 28,039 and 28,033 nucleotides in length and showed 96.2% and 93.6% similarities at nucleotide and amino acid levels respectively. In total, we have observed 1048 nucleotide substitutions throughout the genome. Compared to EAS1/2014, CBR1/2014 has 2 insertions of 4 ((56)GENQ(59)) and 1 ((140)N) amino acid positions 56-59 and 140, and 2 deletions of 2 ((160)DG(161)) and 1 ((1199)Y) amino acid positions 160-161 and 1199. The phylogenetic analysis based on full-length genome of CBR1/2014 isolate has grouped the virus with the pandemic variants. In contrast, EAS1/2014 isolate was grouped with CV777, LZC and SM98, a classical variant. Our findings demonstrated the emergence of EAS1/2014, a classical variant which is novel to Thailand and genetically distinct from the currently circulating endemic variants. This study warrants further investigations into molecular epidemiology and genetic evolution of the PEDV in Thailand.


Subject(s)
Genome, Viral , Porcine epidemic diarrhea virus/genetics , Animals , Coronavirus Infections/epidemiology , Coronavirus Infections/veterinary , Genetic Variation , Phylogeny , Porcine epidemic diarrhea virus/isolation & purification , Porcine epidemic diarrhea virus/pathogenicity , Selection, Genetic , Swine , Swine Diseases/virology , Thailand/epidemiology
15.
Int J Parasitol ; 46(1): 7-12, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26548960

ABSTRACT

Accurate gene models are essential for understanding parasite biology. However, transcript structure information is lacking for most parasite genes. Here, we describe "Virtual Northern" analysis of the malaria parasite Plasmodium falciparum to address this issue. RNA-seq libraries were made from size-fractionated RNA. Transcript sizes for 3052 genes were inferred from the read counts in each library. The data show that for almost half of the transcripts, the combined untranslated regions are more than twice the length of the open reading frame. Furthermore, we identified novel polycistronic, or gene overlapping, transcripts that suggest revisions to current gene models are needed.


Subject(s)
Plasmodium falciparum/genetics , RNA, Messenger/genetics , Base Sequence , Blotting, Northern/methods , Gene Library , Genes, Overlapping , Genetic Techniques , Humans , Malaria, Falciparum/parasitology , Open Reading Frames , RNA, Protozoan/genetics , RNA, Protozoan/isolation & purification , Sequence Analysis, RNA/methods , Transcription, Genetic
16.
BMC Genomics ; 16: 830, 2015 Oct 21.
Article in English | MEDLINE | ID: mdl-26490244

ABSTRACT

BACKGROUND: Control of malaria is threatened by emerging parasite resistance to artemisinin and derivative drug (ART) therapies. The molecular detail of how Plasmodium malaria parasites respond to ART and how this could contribute to resistance are not well understood. To address this question, we performed a transcriptomic study of dihydroartemisinin (DHA) response in P. falciparum K1 strain and in P. berghei ANKA strain using microarray and RNA-seq technology. RESULTS: Microarray data from DHA-treated P. falciparum trophozoite stage parasites revealed a response pattern that is overall less trophozoite-like and more like the other stages of asexual development. A meta-analysis of these data with previously published data from other ART treatments revealed a set of common differentially expressed genes. Notably, ribosomal protein genes are down-regulated in response to ART. A similar pattern of trophozoite transcriptomic change was observed from RNA-seq data. RNA-seq data from DHA-treated P. falciparum rings reveal a more muted response, although there is considerable overlap of differentially expressed genes with DHA-treated trophozoites. No genes are differentially expressed in DHA-treated P. falciparum schizonts. The transcriptional response of P. berghei to DHA treatment in vivo in infected mice is similar to the P. falciparum in vitro culture ring and trophozoite responses, in which ribosomal protein genes are notably down-regulated. CONCLUSIONS: Ring and trophozoite stage Plasmodium respond to ART by arresting metabolic processes such as protein synthesis and glycolysis. This response can be protective in rings, as shown by the phenomenon of dormancy. In contrast, this response is not as protective in trophozoites owing to their commitment to a highly active and vulnerable metabolic state. The lower metabolic demands of schizonts could explain why they are less sensitive and unresponsive to ART. The ART response pattern is revealed clearly from RNA-seq data, suggesting that this technology is of great utility for studying drug response in Plasmodium.


Subject(s)
Antimalarials/pharmacology , Artemisinins/pharmacology , Gene Expression Regulation/drug effects , Plasmodium/drug effects , Plasmodium/genetics , Transcriptome , Cluster Analysis , Computational Biology/methods , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Molecular Sequence Annotation
17.
Infect Genet Evol ; 30: 164-174, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25557456

ABSTRACT

Since its first emergence in Thailand in late 2010, highly pathogenic porcine reproductive and respiratory syndrome virus (HP-PRRSV) has caused sporadic outbreaks on Thai swine farms. The objective of this study was to investigate the dynamics and evolution of PRRSV in a herd experiencing an HP-PRRSV outbreak. Following its introduction, HP-PRRSV caused severe outbreaks and subsequently established persistent infection in the herd, resulting in the emergence of a novel cluster of type 2 (North American, NA) isolates. HP-PRRSV co-existed with type 1 (European, EU) isolates without influencing their development. In contrast, HP-PRRSV influenced the evolution of the type 2 (NA) isolates by increasing diversity through the addition of a novel cluster and influencing the evolution of other viral clusters previously existing in the herd. Recombination between the endemic and emerging isolates was observed. The recombinants, however, disappeared and were not able to survive in the herd. The results of this study suggest that the introduction of HP-PRRSV to a herd results in an increased diversity of genetically related isolates and persistent HP-PRRSV infection.


Subject(s)
Porcine Reproductive and Respiratory Syndrome/epidemiology , Porcine Reproductive and Respiratory Syndrome/virology , Porcine respiratory and reproductive syndrome virus/classification , Porcine respiratory and reproductive syndrome virus/genetics , Sus scrofa/virology , Amino Acid Sequence , Animals , Cluster Analysis , Cross-Sectional Studies , Evolution, Molecular , Molecular Sequence Data , Phylogeny , Porcine respiratory and reproductive syndrome virus/pathogenicity , Sequence Alignment , Swine , Thailand
18.
Database (Oxford) ; 2014: bau115, 2014.
Article in English | MEDLINE | ID: mdl-25425035

ABSTRACT

microRNA (miRNA)-promoter interaction resource (microPIR) is a public database containing over 15 million predicted miRNA target sites located within human promoter sequences. These predicted targets are presented along with their related genomic and experimental data, making the microPIR database the most comprehensive repository of miRNA promoter target sites. Here, we describe major updates of the microPIR database including new target predictions in the mouse genome and revised human target predictions. The updated database (microPIR2) now provides ∼80 million human and 40 million mouse predicted target sites. In addition to being a reference database, microPIR2 is a tool for comparative analysis of target sites on the promoters of human-mouse orthologous genes. In particular, this new feature was designed to identify potential miRNA-promoter interactions conserved between species that could be stronger candidates for further experimental validation. We also incorporated additional supporting information to microPIR2 such as nuclear and cytoplasmic localization of miRNAs and miRNA-disease association. Extra search features were also implemented to enable various investigations of targets of interest. Database URL: http://www4a.biotec.or.th/micropir2


Subject(s)
Databases, Genetic , MicroRNAs/metabolism , Promoter Regions, Genetic/genetics , Animals , Brain-Derived Neurotrophic Factor/genetics , Brain-Derived Neurotrophic Factor/metabolism , Humans , Mice , MicroRNAs/genetics
19.
Cancer Res ; 74(8): 2283-94, 2014 Apr 15.
Article in English | MEDLINE | ID: mdl-24556720

ABSTRACT

Loss or attenuated expression of the tumor-suppressor gene FHIT is associated paradoxically with poor progression of human tumors. Fhit promotes apoptosis and regulates reactive oxygen species; however, the mechanism by which Fhit inhibits tumor growth in animals remains unclear. In this study, we used a multidisciplinary approach based on bioinformatics, small RNA library screening, human tissue analysis, and a xenograft mouse model to identify a novel member of the miR-548 family in the fourth intron of the human FHIT gene. Characterization of this human-specific microRNA illustrates the importance of this class of microRNAs in tumor suppression and may influence interpretation of Fhit action in human cancer.


Subject(s)
Acid Anhydride Hydrolases/genetics , Genes, Tumor Suppressor , MicroRNAs/genetics , Neoplasm Proteins/genetics , Animals , Cell Line, Tumor , HEK293 Cells , HeLa Cells , Heterografts , Humans , Introns , Male , Mice , Mice, Nude , Plasmids/genetics , Transcription, Genetic , Transfection
20.
Infect Genet Evol ; 21: 205-13, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24291225

ABSTRACT

Porcine epidemic diarrhea virus (PEDV) has become endemic in the Thai swine industry, causing economic losses and repeated outbreaks since its first emergence in 2007. In the present study, 69 Thai PEDV isolates were obtained from 50 swine herds across Thailand during the period 2008-2012. Both partial and complete nucleotide sequences of the spike (S) glycoprotein and the nucleotide sequences of ORF3 genes were determined to investigate the genetic diversity and molecular epidemiology of Thai PEDV. Based on the analysis of the partial S glycoprotein genes, the Thai PEDV isolates were clustered into 2 groups related to Korean and Chinese field isolates. The results for the complete spike genes, however, demonstrated that both groups were grouped in the same cluster. Interestingly, both groups of Thai PEDV isolates had a 4-aa (GENQ) insertion between positions 55 and 56, a 1-aa insertion between positions 135 and 136, and a 2-aa deletion between positions 155 and 156, making them identical to the Korean KNU series and isolates responsible for outbreaks in China in recent years. In addition to the complete S sequences, the ORF3 gene analyses suggested that the isolates responsible for outbreaks in Thailand are not vaccine related. The results of this study suggest that the PEDV isolates responsible for outbreaks in Thailand since its emergence represent a variant of PEDV that was previously reported in China and Korea.


Subject(s)
Coronavirus Infections/veterinary , Porcine epidemic diarrhea virus/classification , Porcine epidemic diarrhea virus/genetics , Swine Diseases/virology , Viral Proteins/genetics , Animals , Coronavirus Infections/epidemiology , Evolution, Molecular , Genetic Variation , Open Reading Frames , Phylogeny , Swine , Swine Diseases/epidemiology , Thailand/epidemiology , Viral Vaccines/genetics
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