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1.
J Transl Med ; 22(1): 111, 2024 Jan 28.
Article in English | MEDLINE | ID: mdl-38282030

ABSTRACT

The study of microbial communities has undergone significant advancements, starting from the initial use of 16S rRNA sequencing to the adoption of shotgun metagenomics. However, a new era has emerged with the advent of long-read sequencing (LRS), which offers substantial improvements over its predecessor, short-read sequencing (SRS). LRS produces reads that are several kilobases long, enabling researchers to obtain more complete and contiguous genomic information, characterize structural variations, and study epigenetic modifications. The current leaders in LRS technologies are Pacific Biotechnologies (PacBio) and Oxford Nanopore Technologies (ONT), each offering a distinct set of advantages. This review covers the workflow of long-read metagenomics sequencing, including sample preparation (sample collection, sample extraction, and library preparation), sequencing, processing (quality control, assembly, and binning), and analysis (taxonomic annotation and functional annotation). Each section provides a concise outline of the key concept of the methodology, presenting the original concept as well as how it is challenged or modified in the context of LRS. Additionally, the section introduces a range of tools that are compatible with LRS and can be utilized to execute the LRS process. This review aims to present the workflow of metagenomics, highlight the transformative impact of LRS, and provide researchers with a selection of tools suitable for this task.


Subject(s)
High-Throughput Nucleotide Sequencing , Metagenomics , RNA, Ribosomal, 16S/genetics , High-Throughput Nucleotide Sequencing/methods , Metagenomics/methods , Sequence Analysis, DNA/methods , Genomics
2.
Mov Disord ; 39(1): 164-172, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37994247

ABSTRACT

BACKGROUND: Benign adult familial myoclonic epilepsy (BAFME) is an autosomal dominant disorder characterized by cortical tremors and seizures. Six types of BAFME, all caused by pentanucleotide repeat expansions in different genes, have been reported. However, several other BAFME cases remain with no molecular diagnosis. OBJECTIVES: We aim to characterize clinical features and identify the mutation causing BAFME in a large Malian family with 10 affected members. METHODS: Long-read whole genome sequencing, repeat-primed polymerase chain reaction and RNA studies were performed. RESULTS: We identified TTTTA repeat expansions and TTTCA repeat insertions in intron 4 of the RAI1 gene that co-segregated with disease status in this family. TTTCA repeats were absent in 200 Malian controls. In the affected individuals, we found a read with only nine TTTCA repeat units and somatic instability. The RAI1 repeat expansions cause the only BAFME type in which the disease-causing repeats are in a gene associated with a monogenic disorder in the haploinsufficiency state (ie, Smith-Magenis syndrome [SMS]). Nevertheless, none of the Malian patients exhibited symptoms related to SMS. Moreover, leukocyte RNA levels of RAI1 in six Malian BAFME patients were no different from controls. CONCLUSIONS: These findings establish a new type of BAFME, BAFME8, in an African family and suggest that haploinsufficiency is unlikely to be the main pathomechanism of BAFME. © 2023 International Parkinson and Movement Disorder Society. This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA.


Subject(s)
Epilepsies, Myoclonic , Adult , Humans , Epilepsies, Myoclonic/genetics , Introns , Microsatellite Repeats , RNA , Seizures/genetics
3.
Sci Rep ; 13(1): 22759, 2023 12 20.
Article in English | MEDLINE | ID: mdl-38123661

ABSTRACT

Treatment of anemia in patients with chronic kidney disease (CKD) with recombinant human erythropoietin (rHuEPO) can be disrupted by a severe complication, anti-rHuEPO-induced pure red cell aplasia (PRCA). Specific HLA genotypes may have played a role in the high incidence of PRCA in Thai patients (1.7/1,000 patient years vs. 0.03/10,000 patient years in Caucasians). We conducted a case-control study in 157 CKD patients with anti-rHuEPO-induced PRCA and 56 controls. The HLA typing was determined by sequencing using a highly accurate multiplex single-molecule, real-time, long-read sequencing platform. Four analytical models were deployed: Model 1 (additive: accounts for the number of alleles), Model 2 (dominant: accounts for only the presence or absence of alleles), Model 3 (adjusted additive with rHuEPO types) and Model 4 (adjusted dominant with rHuEPO types). HLA-B*46:01:01:01 and DRB1*09:01:02:01 were found to be independent risk markers for anti-rHuEPO-induced PRCA in all models [OR (95%CI), p-values for B*46:01:01:01: 4.58 (1.55-13.51), 0.006; 4.63 (1.56-13.75), 0.006; 5.72 (1.67-19.67), 0.006; and 5.81 (1.68-20.09), 0.005; for DRB1*09:01:02:01: 3.99 (1.28-12.49), 0.017, 4.50 (1.32-15.40), 0.016, 3.42 (1.09-10.74), 0.035, and 3.75 (1.08-13.07), 0.038, in Models 1-4, respectively. HLA-B*46:01:01:01 and DRB1*09:01:02:01 are susceptible alleles for anti-rHuEPO-induced PRCA. These findings support the role of HLA genotyping in helping to monitor patients receiving rHuEPO treatment.


Subject(s)
Erythropoietin , Red-Cell Aplasia, Pure , Renal Insufficiency, Chronic , Humans , Case-Control Studies , Red-Cell Aplasia, Pure/drug therapy , Red-Cell Aplasia, Pure/genetics , HLA-B Antigens/genetics , Renal Insufficiency, Chronic/chemically induced , Recombinant Proteins/adverse effects
4.
Plants (Basel) ; 12(18)2023 Sep 17.
Article in English | MEDLINE | ID: mdl-37765454

ABSTRACT

Rice (Oryza sativa L.) is the main source of energy for humans and a staple food of high cultural significance for much of the world's population. Rice with highly resistant starch (RS) is beneficial for health and can reduce the risk of disease, especially type II diabetes. The identification of loci affecting starch properties will facilitate breeding of high-quality and health-supportive rice. A genome-wide association study (GWAS) of 230 rice cultivars was used to identify candidate loci affecting starch properties. The apparent amylose content (AAC) among rice cultivars ranged from 7.04 to 33.06%, and the AAC was positively correlated with RS (R2 = 0.94) and negatively correlated with rapidly available glucose (RAG) (R2 = -0.73). Three loci responsible for starch properties were detected on chromosomes 1, 6, and 11. On chromosome 6, the most significant SNP corresponded to LOC_Os06g04200 which encodes granule-bound starch synthase I (GBSSI) or starch synthase. Two novel loci associated with starch traits were LOC_Os01g65810 and LOC_Os11g01580, which encode an unknown protein and a sodium/calcium exchanger, respectively. The markers associated with GBSSI and LOC_Os11g01580 were tested in two independent sets of rice populations to confirm their effect on starch properties. The identification of genes associated with starch traits will further the understanding of the molecular mechanisms affecting starch in rice and may be useful in the selection of rice varieties with improved starch.

5.
Neuromuscul Disord ; 33(7): 551-556, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37320968

ABSTRACT

Facioscapulohumeral muscular dystrophy (FSHD) is a genetic muscle disorder caused by abnormal expression of the DUX4 protein, commonly resulting from a contraction of D4Z4 repeat units with the presence of a polyadenylation (polyA) signal. More than 10 units of the D4Z4 repeat, with a length of 3.3 kb per unit, are typically required to silence DUX4 expression. Consequently, molecular diagnosis of FSHD is challenging. We used Oxford Nanopore technology to perform whole-genome sequencing of seven unrelated patients with FSHD, their six unaffected parents, and 10 unaffected controls. All seven patients were successfully identified to harbor one to five D4Z4 repeat units and the polyA signal, whereas none of the 16 unaffected individuals met the molecular diagnostic criteria. Our newly developed method provides a straightforward and powerful molecular diagnostic tool for FSHD.

6.
FASEB Bioadv ; 4(6): 408-434, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35664831

ABSTRACT

The endogenous DNA damage triggering an aging progression in the elderly is prevented in the youth, probably by naturally occurring DNA gaps. Decreased DNA gaps are found during chronological aging in yeast. So we named the gaps "Youth-DNA-GAPs." The gaps are hidden by histone deacetylation to prevent DNA break response and were also reduced in cells lacking either the high-mobility group box (HMGB) or the NAD-dependent histone deacetylase, SIR2. A reduction in DNA gaps results in shearing DNA strands and decreasing cell viability. Here, we show the roles of DNA gaps in genomic stability and aging prevention in mammals. The number of Youth-DNA-GAPs were low in senescent cells, two aging rat models, and the elderly. Box A domain of HMGB1 acts as molecular scissors in producing DNA gaps. Increased gaps consolidated DNA durability, leading to DNA protection and improved aging features in senescent cells and two aging rat models similar to those of young organisms. Like the naturally occurring Youth-DNA-GAPs, Box A-produced DNA gaps avoided DNA double-strand break response by histone deacetylation and SIRT1, a Sir2 homolog. In conclusion, Youth-DNA-GAPs are a biomarker determining the DNA aging stage (young/old). Box A-produced DNA gaps ultimately reverse aging features. Therefore, DNA gap formation is a potential strategy to monitor and treat aging-associated diseases.

7.
J Clin Endocrinol Metab ; 107(7): 1939-1947, 2022 06 16.
Article in English | MEDLINE | ID: mdl-35363313

ABSTRACT

CONTEXT: Congenital adrenal hyperplasia is most commonly caused by 21-hydroxylase deficiency (21-OHD), an autosomal recessive disorder resulting from biallelic pathogenic variants (PVs) in CYP21A2. With a highly homologous pseudogene and various types of single nucleotide and complex structural variants, identification of PVs in CYP21A2 has been challenging. OBJECTIVE: To leverage long-read next-generation sequencing combined with locus-specific polymerase chain reaction (PCR) to detect PVs in CYP21A2 and to determine its diagnostic yield in patients with 21-OHD. METHODS: Forty-eight Thai patients with 21-OHD comprising 38 sporadic cases and 5 pairs of siblings were enrolled. Two previously described locus-specific PCR methods were performed. Amplicons were subject to long-read sequencing. RESULTS: Ninety-six PVs in CYP21A2 in the 48 patients were successfully identified. The combined techniques were able to detect 26 structural chimeric variants (27%; 26/96) in 22 patients with 18 having monoallelic and 4 having biallelic chimeras. The remaining PVs were pseudogene-derived mutations (63%; 60/96), entire gene deletions (2%; 2/96), missense variants (3%; 3/96), a splice-site variant (2%; 2/96), frameshift variants (2%; 2/96), and a nonsense variant (1%; 1/96). Notably, a splice-site variant, IVS7 + 1G > T, which was identified in a pair of siblings, has not previously been reported. CONCLUSIONS: Our approach exploiting locus-specific PCR and long-read DNA sequencing has a 100% diagnostic yield for our cohort of 48 patients with 21-OHD.


Subject(s)
Adrenal Hyperplasia, Congenital , Adrenal Hyperplasia, Congenital/diagnosis , Adrenal Hyperplasia, Congenital/genetics , Humans , Mutation , Steroid 21-Hydroxylase/genetics , Steroids , Thailand
8.
Int J Mol Sci ; 23(3)2022 Feb 06.
Article in English | MEDLINE | ID: mdl-35163767

ABSTRACT

Salt stress is a major limiting factor in crop production and yield in many regions of the world. The objective of this study was to identify the genes responsible for salt tolerance in Thai rice populations. We performed a genome-wide association study with growth traits, relative water content, and cell membrane stability at the seedling stage, and predicted 25 putative genes. Eleven of them were located within previously reported salt-tolerant QTLs (ST-QTLs). OsCRN, located outside the ST-QTLs, was selected for gene characterization using the Arabidopsis mutant line with T-DNA insertion in the orthologous gene. Mutations in the AtCRN gene led to the enhancement of salt tolerance by increasing the ability to maintain photosynthetic pigment content and relative water content, while the complemented lines with ectopic expression of OsCRN showed more susceptibility to salt stress detected by photosynthesis performance. Moreover, the salt-tolerant rice varieties showed lower expression of this gene than the susceptible rice varieties under salt stress conditions. The study concludes that by acting as a negative regulator, OsCRN plays an important role in salt tolerance in rice.


Subject(s)
Genome-Wide Association Study/methods , Oryza/growth & development , Quantitative Trait Loci , Salt Tolerance , Chromosome Mapping , Gene Expression Regulation, Plant , Mutation , Oryza/genetics , Phenotype , Photosynthesis , Plant Proteins/genetics , Polymorphism, Single Nucleotide , Seedlings/genetics , Seedlings/growth & development
9.
PLoS One ; 17(2): e0263621, 2022.
Article in English | MEDLINE | ID: mdl-35176049

ABSTRACT

Differences in drug responses in individuals are partly due to genetic variations in pharmacogenes, which differ among populations. Here, genome sequencing of 171 unrelated Thai individuals from all regions of Thailand was used to call star alleles of 51 pharmacogenes by Stargazer, determine allele and genotype frequencies, predict phenotype and compare high-impact variant frequencies between Thai and other populations. Three control genes, EGFR, VDR, and RYR1, were used, giving consistent results. Every individual had at least three genes with variant or altered phenotype. Forty of the 51 pharmacogenes had at least one individual with variant or altered phenotype. Moreover, thirteen genes had at least 25% of individuals with variant or altered phenotype including SLCO1B3 (97.08%), CYP3A5 (88.3%), CYP2C19 (60.82%), CYP2A6 (60.2%), SULT1A1 (56.14%), G6PD (54.39%), CYP4B1 (50.00%), CYP2D6 (48.65%), CYP2F1 (46.41%), NAT2 (40.35%), SLCO2B1 (28.95%), UGT1A1 (28.07%), and SLCO1B1 (26.79%). Allele frequencies of high impact variants from our samples were most similar to East Asian. Remarkably, we identified twenty predicted high impact variants which have not previously been reported. Our results provide information that contributes to the implementation of pharmacogenetic testing in Thailand and other Southeast Asian countries, bringing a step closer to personalized medicine.


Subject(s)
Asian People/genetics , Genetic Association Studies , Genetic Markers , High-Throughput Nucleotide Sequencing/methods , Pharmacogenetics/methods , Polymorphism, Single Nucleotide , Whole Genome Sequencing/methods , Female , Gene Frequency , Healthy Volunteers , Humans , Male , Thailand
10.
Plant Genome ; 15(1): e20189, 2022 03.
Article in English | MEDLINE | ID: mdl-34994516

ABSTRACT

Genetic diversity is important for developing salt-tolerant rice (Oryza sativa L.) cultivars. Certain Thai rice accessions display salt tolerance at the adult or reproductive stage, but their response to salinity at the seedling stage is unknown. In this study, a total of 10 rice cultivars/line, including eight Thai cultivars and standard salt-tolerant cultivar and susceptible line, were screened using a hydroponic system to identify salt-tolerant genotypes at the seedling stage. Different morphophysiological indicators were used to classify tolerant and susceptible genotypes. Phylogenetic analyses were performed to determine the evolutionary relationships between the cultivars. Results showed that 'Lai Mahk', 'Jao Khao', 'Luang Pratahn', and 'Ma Gawk' exhibited salt stress tolerance comparable with the standard salt-tolerance check 'Pokkali'. Whole-exome single-nucleotide polymorphism (SNP)-based phylogenetic analysis showed that the Thai rice cultivars were monophyletic and distantly related to Pokkali and IR29. Lai Mahk and Luang Pratahn were found closely related when using the whole-exome SNPs for the analysis. This is also the case for the analysis of SNPs from 164 salt-tolerance genes and transcription regulatory genes. The tolerant cultivars shared the same haplotype for 16 genes. Overall, the findings of this study identified four salt-stress-tolerant Thai rice cultivars, which could be used in rice breeding programs for salinity tolerance.


Subject(s)
Oryza , Oryza/genetics , Phylogeny , Plant Breeding , Salt Stress , Seedlings , Thailand
11.
J Hum Genet ; 67(5): 295-301, 2022 May.
Article in English | MEDLINE | ID: mdl-35013560

ABSTRACT

Host genetic factors have been shown to play a role in SARs-CoV-2 infection in diverse populations. However, the genetic landscape differs among various ethnicities; therefore, we explored the host genetic factors associated with COVID-19 disease susceptivity and disease severity in a Thai population. We recruited and genotyped 212 unrelated COVID-19 Thai patients and 36 controls using AxiomTM Human Genotyping SARs-COV-2 array, including 847,384 single nucleotide polymorphisms related to SARs-COV-2 pathogenesis, immune response, and related comorbidity No SNPs passed the genome-wide significance threshold of p value <1 × 10-8. However, with a threshold of p value <1 × 10-5, a locus on chromosome 5q32 was found to have a suggestive association with COVID-19 disease susceptibility (p value 6.9 × 10-6; Q-Q plot λ = 0.805, odds ratio 0.02). Notably, IL17B is a gene located in this linkage disequilibrium block and is previously shown to play a part in inflammation and pneumonia. Additionally, a suggestive locus on chromosome 12q22, harboring EEA1 and LOC643339, was associated with COVID-19 disease severity (p value 1.3 × 10-6 - 4.4 × 10-6, Q-Q plot λ = 0.997, odds ratio 0.28-0.31). EEA1 is involved in viral entry into cells, while LOC643339 is a long non-coding RNA. In summary, our study suggested loci on chromosomes 5q32 and 12q22 to be linked to COVID-19 disease susceptibility and disease severity, respectively. The small sample size of this study may lessen the likelihood that the association found is real, but it could still be true. Further study with a larger cohort is required to confirm these findings.


Subject(s)
COVID-19 , COVID-19/epidemiology , COVID-19/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Polymorphism, Single Nucleotide , SARS-CoV-2 , Severity of Illness Index , Thailand/epidemiology
12.
Oral Dis ; 27(6): 1455-1467, 2021 Sep.
Article in English | MEDLINE | ID: mdl-33022811

ABSTRACT

OBJECTIVE: DNA methylation regulates the expression of various genes involved in tumorigenesis. Ameloblastoma is a benign odontogenic jaw tumor. It is locally aggressive with a high level of recurrence. A delay in treatment can lead to severe facial disfigurement. To the best of our knowledge, this is the first integrated analysis of DNA methylation and gene expression in ameloblastoma with the aim to identify genes that may be regulated by DNA methylation. MATERIALS AND METHODS: We used an Infinium MethylationEPIC array to measure genome-wide methylation and the Illumina HiSeq platform to obtain gene expression data in ameloblastoma tissues from five patients and dental follicles from three healthy subjects. An integration analysis was performed using City of Hope CpG Island Analysis Pipeline software. RESULTS: We identified 25,255 differentially methylated CpG sites and 17 differentially methylated CpG islands; six of the islands were negatively correlated with the expression of BAIAP2, DUSP6, FGFR2, FOXF2, NID2, and PAK6. Pyrosequencing and immunostaining techniques were further used to validate FGFR2, NID2, and PAK6. CONCLUSIONS: This analysis identifies a group of novel genes that may be regulated by DNA methylation and will possibly lead to new insights into the pathology and invasion mechanism of ameloblastoma.


Subject(s)
Ameloblastoma , DNA Methylation , Ameloblastoma/genetics , CpG Islands , Humans , Neoplasm Recurrence, Local , Pilot Projects
13.
Eur J Hum Genet ; 29(2): 343-348, 2021 02.
Article in English | MEDLINE | ID: mdl-32973343

ABSTRACT

Benign adult familial myoclonic epilepsy type 1 (BAFME1) in several Japanese and Chinese families has recently been found to be caused by pentanucleotide repeat expansions in SAMD12. We identified a Thai family with six members affected with BAFME. Microsatellite studies suggested a linkage to the BAFME1 region on chromosome 8q24. Subsequently, long-read whole-genome sequencing showed the (TTTTA)446(TTTCA)149 in intron 4 of SAMD12 in an affected member. Repeat-primed PCR and long-range PCR revealed that the pentanucleotide repeat expansions segregated with the disease status. Our Thai family is the first non-Japanese and non-Chinese family with BAFME1. SNP array showed that the aberrant repeats had the same haplotype as those previously determined in Japanese and Chinese patients suggesting a common ancestry. The variant is estimated to arise ~12,000 years ago.


Subject(s)
Epilepsies, Myoclonic/genetics , Founder Effect , Nerve Tissue Proteins/genetics , Adult , Asian People , Female , Genetic Linkage , Haplotypes , Humans , Introns , Male , Microsatellite Repeats , Pedigree , Polymerase Chain Reaction , Thailand , Whole Genome Sequencing , Young Adult
14.
Sci Rep ; 10(1): 18969, 2020 11 03.
Article in English | MEDLINE | ID: mdl-33144648

ABSTRACT

Publicly available pharmacogenomics (PGx) databases enable translation of genotype data into clinically actionable information. As variation within pharmacogenes is population-specific, this study investigated the spectrum of 25 clinically relevant pharmacogenes in the Thai population (n = 291) from whole genome sequencing. The bioinformatics tool Stargazer was used for phenotype prediction, through assignment of alleles and detection of structural variation. Known and unreported potentially deleterious PGx variants were identified. Over 25% of Thais carried a high-risk diplotype in CYP3A5, CYP2C19, CYP2D6, NAT2, SLCO1B1, and UGT1A1. CYP2D6 structural variants accounted for 83.8% of all high-risk diplotypes. Of 39 known PGx variants identified, six variants associated with adverse drug reactions were common. Allele frequencies of CYP3A5*3 (rs776746), CYP2B6*6 (rs2279343), and NAT2 (rs1041983) were significantly higher in Thais than East-Asian and global populations. 121 unreported variants had potential to exert clinical impact, majority were rare and population-specific, with 60.3% of variants absent from gnomAD database. This study demonstrates the population-specific variation in clinically relevant pharmacogenes, the importance of CYP2D6 structural variation detection in the Thai population, and potential of unreported variants in explaining drug response. These findings are essential in development of dosing guidelines, PGx testing, clinical trials, and drugs.


Subject(s)
Whole Genome Sequencing/methods , Alleles , Arylamine N-Acetyltransferase/genetics , Computational Biology , Cytochrome P-450 CYP2C19/genetics , Cytochrome P-450 CYP2D6/genetics , Cytochrome P-450 CYP3A/genetics , Genomics/methods , Genotype , Glucuronosyltransferase/genetics , Haplotypes/genetics , Humans , Liver-Specific Organic Anion Transporter 1/genetics , Mutation/genetics , Phenotype , Thailand
15.
Brain ; 142(11): 3360-3366, 2019 11 01.
Article in English | MEDLINE | ID: mdl-31539032

ABSTRACT

Epilepsy is a common neurological disorder and identification of its causes is important for a better understanding of its pathogenesis. We previously studied a Thai family with a type of epilepsy, benign adult familial myoclonic epilepsy type 4 (BAFME4), and localized its gene to chromosome 3q26.32-q28. Here, we used single-molecule real-time sequencing and found expansions of TTTTA and insertions of TTTCA repeats in intron 1 of YEATS2 in one affected member of the family. Of all the available members in the family-comprising 13 affected and eight unaffected-repeat-primed PCR and long-range PCR revealed the co-segregation of the TTTCA repeat insertions with the TTTTA repeat expansions and the disease status. For 1116 Thai control subjects, none were found to harbour the TTTCA repeats while four had the TTTTA repeat expansions. Therefore, our findings suggest that BAFME4 is caused by the insertions of the intronic TTTCA repeats in YEATS2. Interestingly, all four types of BAFMEs for which underlying genes have been found (BAFMEs 1, 4, 6 and 7) are caused by the same molecular pathology, suggesting that the insertions of non-coding TTTCA repeats are involved in their pathogenesis.


Subject(s)
Chromosomal Proteins, Non-Histone/genetics , DNA Transposable Elements/genetics , Epilepsies, Myoclonic/genetics , DNA/genetics , DNA Repeat Expansion , High-Throughput Nucleotide Sequencing , Humans , Introns , Microsatellite Repeats , Pedigree , Polymerase Chain Reaction , Thailand
16.
Genes (Basel) ; 10(8)2019 07 25.
Article in English | MEDLINE | ID: mdl-31349693

ABSTRACT

Unfavourable environmental conditions, including soil salinity, lead to decreased rice (Oryza sativa L.) productivity, especially at the reproductive stage. In this study, we examined 30 rice varieties, which revealed significant differences in the photosynthetic performance responses under salt stress conditions during the reproductive stage, which ultimately affected yield components after recovery. In rice with a correlation between net photosynthetic rate (PN) and intercellular CO2 concentration (Ci) under salt stress, PN was found to be negatively correlated with filled grain number after recovery. Applying stringent criteria, we identified 130,317 SNPs and 15,396 InDels between two "high-yield rice" varieties and two "low-yield rice" varieties with contrasting photosynthesis and grain yield characteristics. A total of 2,089 genes containing high- and moderate-impact SNPs or InDels were evaluated by gene ontology (GO) enrichment analysis, resulting in over-represented terms in the apoptotic process and kinase activity. Among these genes, 262 were highly expressed in reproductive tissues, and most were annotated as receptor-like protein kinases. These findings highlight the importance of variations in signaling components in the genome and these loci can serve as potential genes in rice breeding to produce a variety with salt avoidance that leads to increased yield in saline soil.


Subject(s)
Edible Grain/genetics , Genome, Plant , Oryza/genetics , Photosynthesis , Salt Stress , Carbon Dioxide/metabolism , Edible Grain/growth & development , Edible Grain/metabolism , Oryza/growth & development , Oryza/metabolism
17.
BMC Genomics ; 20(1): 76, 2019 Jan 22.
Article in English | MEDLINE | ID: mdl-30669971

ABSTRACT

BACKGROUND: Salt stress, a major plant environmental stress, is a critical constraint for rice productivity. Dissecting the genetic loci controlling salt tolerance in rice for improving productivity, especially at the flowering stage, remains challenging. Here, we conducted a genome-wide association study (GWAS) of salt tolerance based on exome sequencing of the Thai rice accessions. RESULTS: Photosynthetic parameters and cell membrane stability under salt stress at the flowering stage; and yield-related traits of 104 Thai rice (Oryza sativa L.) accessions belonging to the indica subspecies were evaluated. The rice accessions were subjected to exome sequencing, resulting in 112,565 single nucleotide polymorphisms (SNPs) called with a minor allele frequency of at least 5%. LD decay analysis of the panel indicates that the average LD for SNPs at 20 kb distance from each other was 0.34 (r2), which decayed to its half value (~ 0.17) at around 80 kb. By GWAS performed using mixed linear model, two hundred loci containing 448 SNPs on exons were identified based on the salt susceptibility index of the net photosynthetic rate at day 6 after salt stress; and the number of panicles, filled grains and unfilled grains per plant. One hundred and forty six genes, which accounted for 73% of the identified loci, co-localized with the previously reported salt quantitative trait loci (QTLs). The top four regions that contained a high number of significant SNPs were found on chromosome 8, 12, 1 and 2. While many are novel, their annotation is consistent with potential involvement in plant salt tolerance and in related agronomic traits. These significant SNPs greatly help narrow down the region within these QTLs where the likely underlying candidate genes can be identified. CONCLUSIONS: Insight into the contribution of potential genes controlling salt tolerance from this GWAS provides further understanding of salt tolerance mechanisms of rice at the flowering stage, which can help improve yield productivity under salinity via gene cloning and genomic selection.


Subject(s)
Oryza/genetics , Salt Tolerance/genetics , Flowers , Genetic Loci , Genome-Wide Association Study , Linkage Disequilibrium , Oryza/growth & development , Phenotype , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Salt-Tolerant Plants/genetics , Salt-Tolerant Plants/growth & development , Thailand
18.
Front Immunol ; 10: 2956, 2019.
Article in English | MEDLINE | ID: mdl-31998290

ABSTRACT

Macrophage plasticity is a process that allows macrophages to switch between two opposing phenotypes based on differential stimuli. Interferon γ (IFNγ)-primed macrophages stimulated with lipopolysaccharide (LPS) [M(IFNγ+LPS)] produce high levels of pro-inflammatory cytokines such as IL-12, TNFα, and IL-6 and low levels of the anti-inflammatory cytokine IL-10, while those stimulated with LPS in the presence of the immune complex (IC) [M(IFNγ+LPS+IC)] produce high levels of IL-10 and low levels of IL-12. In this study, we investigated the plasticity between M(IFNγ+LPS) and M(IFNγ+LPS+IC) in vitro and compared one of the active histone marks [histone H3 lysine 4 trimethylation (H3K4me3)] between M(IFNγ+LPS) and M(IFNγ+LPS+IC) using murine bone marrow-derived macrophages. We found that in an in vitro system, macrophages exhibited functional plasticity from M(LPS) to M(LPS+IC) upon repolarization after 2 days of washout period while IFNγ priming before LPS stimulation prevented this repolarization. Phosphorylation of p38, SAPK/JNK, and NF-κB p65 in M(LPS+IC) repolarized from M(LPS) was similar to that in M(LPS+IC) polarized from resting macrophages. To obtain the epigenetic profiles of M(IFNγ+LPS) and M(IFNγ+LPS+IC), the global enrichment of H3K4me3 was evaluated. M(IFNγ+LPS) and M(IFNγ+LPS+IC) displayed marked differences in genome-wide enrichment of H3K4me3. M(IFNγ+LPS+IC) showed increased global enrichment of H3K4me3, whereas M(IFNγ+LPS) showed decreased enrichment when compared to unstimulated macrophages. Furthermore, M(IFNγ+LPS+IC) exhibited high levels of H3K4me3 enrichment in all cis-regulatory elements. At the individual gene level, the results showed increased H3K4me3 enrichment in the promoters of known genes associated with M(IFNγ+LPS+IC), including Il10, Cxcl1, Csf3, and Il33, when compared with those of M(IFNγ+LPS). Finally, we investigated the impact of M(IFNγ+LPS+IC) on the systemic immune response by adoptive transfer of M(IFNγ+LPS+IC) in an LPS-induced endotoxemia model. The cytokine profile revealed that mice with adoptively transferred M(IFNγ+LPS+IC) had acutely reduced serum levels of the inflammatory cytokines IL-1ß and IL-p12p70. This study highlights the importance of epigenetics in regulating macrophage activation and the functions of M(IFNγ+LPS+IC) that may influence macrophage plasticity and the potential therapeutic use of macrophage transfer in vivo.


Subject(s)
Antigen-Antibody Complex/immunology , Endotoxemia/metabolism , Histones/metabolism , Lipopolysaccharides/pharmacology , Lysine/metabolism , Macrophages/immunology , Animals , Endotoxemia/etiology , Endotoxemia/genetics , Endotoxemia/immunology , Female , Histones/chemistry , Humans , Interferon-gamma/genetics , Interferon-gamma/immunology , Lipopolysaccharides/adverse effects , Macrophages/drug effects , Methylation , Mice , Mice, Inbred C57BL
19.
Front Genet ; 9: 501, 2018.
Article in English | MEDLINE | ID: mdl-30410502

ABSTRACT

Reduction of physiologic replication-independent endogenous DNA double strand breaks (Phy-RIND-EDSBs) in chronological aging yeast increases pathologic RIND-EDSBs (Path-RIND-EDSBs). Path-RIND-EDSBs can occur spontaneously in non-dividing cells without any inductive agents, and they must be repaired immediately otherwise their accumulation can lead to senescence. If yeasts have DSB repair defect, retention of Path-RIND-EDSBs can be found. Previously, we found that Path-RIND-EDSBs are not only produced but also retained in chronological aging yeast. Here, we evaluated if chronological aging yeasts have a DSB repair defect. We found a significant accumulation of Path-RIND-EDSBs around the same level in aging cells and caffeine treated cells and at a much higher level in the DSB repair mutant cells. Especially in the mutant, some unknown sequence was found inserted at the breaks. In addition, % difference of cell viability between HO induced and non-induced cells was significantly greater in aging cells. Our results suggested that RIND-EDSBs repair efficiency declines, but is not absent, in chronological aging yeast which might promote senescence phenotype. When a repair protein is deficient, an alternative pathway might be employed or an end modification process might occur as inserted sequences at the breaks were observed. Restoring repair defects might slow down the deterioration of cells from chronological aging.

20.
FASEB J ; : fj201800218RR, 2018 May 29.
Article in English | MEDLINE | ID: mdl-29812972

ABSTRACT

The mechanism that causes genomic instability in nondividing aging cells is unknown. Our previous study of mutant yeast suggested that 2 types of replication-independent endogenous DNA double-strand breaks (RIND-EDSBs) exist and that they play opposing roles. The first type, known as physiologic RIND-EDSBs, were ubiquitous in the G0 phase of both yeast and human cells in certain genomic locations and may act as epigenetic markers. Low RIND-EDSB levels were found in mutants that lacked chromatin-condensing proteins, such as the high-mobility group box (HMGB) proteins and Sir2. The second type is referred to as pathologic RIND-EDSBs. High pathological RIND-EDSB levels were found in DSB repair mutants. Under normal physiologic conditions, these excess RIND-EDSBs are repaired in much the same way as DNA lesions. Here, chronological aging in yeast reduced physiological RIND-EDSBs and cell viability. A strong correlation was observed between the reduction in RIND-EDSBs and viability in aging yeast cells ( r = 0.94, P < 0.0001). We used galactose-inducible HO endonuclease (HO) and nhp6a∆, an HMGB protein mutant, to evaluate the consequences of reduced physiological RIND-EDSB levels. The HO-induced cells exhibited a sustained reduction in RIND-EDSBs at various levels for several days. Interestingly, we found that lower physiologic RIND-EDSB levels resulted in decreased cell viability ( r = 0.69, P < 0.0001). Treatment with caffeine, a DSB repair inhibitor, increased pathological RIND-EDSBs, which were distinguished from physiologic RIND-EDSBs by their lack of sequences prior to DSB in untreated cells [odds ratio (OR) ≤1]. Caffeine treatment in both the HO-induced and nhp6a∆ cells markedly increased OR ≤1 breaks. Therefore, physiological RIND-EDSBs play an epigenetic role in preventing pathological RIND-EDSBs, a type of DNA damage. In summary, the reduction of physiological RIND-EDSB level is a genomic instability mechanism in chronologically aging cells.-Thongsroy, J., Patchsung, M., Pongpanich, M., Settayanon, S., Mutirangura, A. Reduction in replication-independent endogenous DNA double-strand breaks promotes genomic instability during chronological aging in yeast.

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