Sukanya Wattanapokayakit’s research while affiliated with Ministry of Public Health, Thailand and other places

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Publications (48)


Location of methylation sites assessed within promoter region of NAT2 gene.
NAT2 demethylation index of tuberculosis patients with and without ATDILI as well as healthy controls. (A) Comparison of NAT2 demethylation index between tuberculosis patients and healthy controls. (B) Comparison of NAT2 demethylation index between tuberculosis patients with ATDILI and without ATDILI. P values were derived from Mann Whitney U test (A) and Kruskal–Wallis H test.
Correlation between NAT2 demethylation index and clinical parameters indicating ATDILI progression in tuberculosis patients. (A) Heatmap of Pearson correlation matrix between NAT2 demethylation index and clinical parameters of ATDILI. (B) Scatter plot displaying an inverse correlation between NAT2 demethylation index measured within 1–7 days of treatment and serum ALT levels measured within 8–60 days of treatment. (C) Scatter plot displaying an inverse correlation between NAT2 demethylation index measured within 1–7 days of treatment and serum AST levels measured within 8–60 days of treatment. P-values were derived from Pearson’s correlation.
NAT2 demethylation index measured within 1–7 days after starting tuberculosis treatment as a diagnostic and prognostic biomarker for identifying tuberculosis patients at risk of ATDILI. (A) ROC demonstrating the AUC of NAT2 demethylation index. (B) ROC demonstrating the combined AUCs of ALT and AST. (C) Kaplan–Meier curve unveiling significant association between a decrease in NAT2 demethylation index and an increased rate of ATDILI occurrence. Along the Kaplan–Meier survival curve, the censoring mark represented by a plus sign (+) indicates the time point at which participants were censored, meaning that they had not yet experienced ATDILI by the end of the study period.
Association of NAT2 promoter hypermethylation with susceptibility to hepatotoxicity due to antituberculosis drugs and biomarker potential
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March 2025

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Wanvisa Udomsinprasert

This study aimed to determine whether promoter methylation of N-acetyltransferase 2 (NAT2), a metabolic enzyme responsible for drug metabolism and detoxification, was correlated with clinical parameters indicating anti-tuberculosis drug-induced liver injury (ATDILI) in tuberculosis patients and might emerge as an ATDILI biomarker. NAT2 promoter methylation in blood leukocyte of 102 tuberculosis patients (49 ATDILI cases and 53 non-ATDILI cases) and 100 healthy controls were quantified using quantitative real-time methylation-specific polymerase chain reaction. Compared to healthy volunteers, tuberculosis patients had significantly reduced NAT2 demethylation index. Compared with non-ATDILI patients, NAT2 demethylation index was significantly decreased in ATDILI patients. An independent association was found between lower NAT2 demethylation index and increased susceptibility to ATDILI. NAT2 demethylation index quantified after starting treatment within 1–7 days was negatively correlated with serum aminotransferases measured within 8–60 days of treatment. ROC curve analysis uncovered that NAT2 demethylation index was found to be a more sensitive and specific biomarker for ATDILI when compared to serum aminotransferases measured following treatment initiation within 1–7 days. Kaplan–Meier analysis unveiled a notable association between lower NAT2 demethylation index and a higher incidence of ATDILI in tuberculosis patients, as confirmed by Cox regression analysis while accounting for confounding variables. A reduction in NAT2 demethylation index could reflect ATDILI progression and potentially be used as a new, specific biomarker for ATDILI. Supplementary Information The online version contains supplementary material available at 10.1038/s41598-025-95050-6.

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Mitochondrial DNA content as a diagnostic marker for anti-tuberculosis drug-induced liver injury

August 2022

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44 Reads

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4 Citations

International Journal of Infectious Diseases

Objectives : This study aimed to investigate whether mitochondrial DNA (mtDNA) content, an index of mitochondrial dysfunction, was associated with clinical parameters indicating ATDILI in TB patients and could emerge as an ATDILI biomarker. Methods : Leukocyte mtDNA content in 102 TB patients (49 ATDILI cases and 53 non-ATDILI cases) and 100 age-matched healthy controls was measured using real-time PCR. Results : Compared to healthy controls, both TB patients with and without ATDILI had significantly decreased mtDNA content. Compared with non-ATDILI patients, mtDNA content was significantly increased in ATDILI patients. Higher mtDNA content was observed to be independently associated with increased susceptibility to ATDILI. Increased mtDNA content measured within 1-7 days of treatment was independently associated with elevated levels of serum aminotransferases assessed within 8-60 days of treatment. After initiating treatment within 1-7 days, mtDNA content was detected to be more sensitive and selective for differentiating ATDILI patients from those without ATDILI than serum aminotransferases. Kaplan-Meier analysis revealed a significant correlation between elevated mtDNA content and increased rate of ATDILI occurrence in TB patients, attested by Cox regression analysis with adjusting for confounders. Conclusion : Changes in leukocyte mtDNA content would reflect ATDILI progression and could be used as a potential stratification tool for identifying TB patients at risk of ADTILI.


The Genetic Basis of Sudden Death after Covid-19 Vaccination in Thailand

August 2022

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223 Reads

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24 Citations

Heart Rhythm

Background SAR-CoV2 vaccination reduces morbidity and mortality associated with Covid-19 disease; unfortunately, it is associated with serious adverse events, including sudden unexplained death (SUD). Objective We aimed to study the genetic basis of SUD after Covid-19 vaccination in Thailand. Methods From April to December 2021, cases with natural but unexplained death within seven days after Covid-19 vaccination were enrolled for whole exome sequencing. Results Thirteen were recruited, aged between 23 and 72 years, 10 (77%) were males, 12 were Thai and one was Australian. Eight (61%) died after receiving the first dose of vaccine and seven (54%) died after ChAdOx1 nCoV-19; however, there were no significant correlations between SUD and either the number or type of vaccine. Fever was self-reported in three cases. Ten (77%) and 11 (85%) died within 24 hours and 3 days after vaccination, respectively. WES analysis revealed five cases harbored SCN5A variants which had previously been identified in patients with Brugada syndrome (BrS), giving an SCN5A variant frequency of 38% (5/13). This is a significantly higher rate than observed in Thai SUD cases occurring 8 – 30 days after Covid-19 vaccination during the same period (10% (1/10)), in a Thai SUD cohort studied before the Covid-19 pandemic (12% (3/25)), and in our in-house exome database (12% (386/3231)). Conclusions These findings suggest that SCN5A variants may be associated with SUD within seven days after Covid-19 vaccination, regardless of vaccine type, number of vaccine dose, and presence of underlying diseases or postvaccine fever.


HLA-DRB1∗1502 Is Associated With Anti-N-Methyl-D-aspartate Receptor Encephalitis in Thai Children

June 2022

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31 Reads

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3 Citations

Pediatric Neurology

Anti-N-methyl-D-aspartate receptor encephalitis (anti-NMDARE) is one of the most common types of autoimmune encephalitis. Most patients have no apparent immunologic triggers, which suggests a genetic predisposition. This study was conducted to identify human leukocyte antigen (HLA) class II alleles associated with anti-NMDARE in Thai children. Methods This case-control study enrolled patients aged younger than 18 years who were diagnosed with anti-NMDARE between January 2010 and December 2020. A “good outcome” was determined as a patient with a modified Rankin scale score of less than 2 at any follow-up visit. HLA genotypes were determined at four-digit alleles using reverse sequence-specific oligonucleotide probe hybridization. The HLA class II allele frequency in patients was compared with that in a database of 101 healthy control Thai children. Results Thirty-four patients were enrolled with a mean age of 12.8 ± 5.6 years (females 85.3%). The HLA-DRB1*1502 allele frequency was significantly higher in patients than in controls (OR 2.32, 95% CI 1.11 to 4.8, P = 0.023). A good outcome was noted in 14/14 (100%) HLA-DRB1*1502-positive patients (median time to a good outcome, 6 months) and 14/17 (82.3%) HLA-DRB1*1502-negative patients (median time to a good outcome, 3 months). Two (11.8%) HLA-DRB1*1502-positive patients had one relapse each, and six (35.3%) HLA-DRB1*1502-negative patients had one to three relapses. Conclusion HLA-DRB1*1502 was significantly associated with anti-NMDARE in our patients. Most patients had good outcomes. HLA-DRB1*1502-positive patients tended to require a longer time to achieve a good outcome but had less frequent relapses than HLA-DRB1*1502-negative patients.


Figure 2. Heatmap of Spearman's Rho correlations between Alu and LINE-1 methylation
Global DNA hypomethylation of Alu and LINE-1 transposable elements as an epigenetic biomarker of anti-tuberculosis drug-induced liver injury

September 2021

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66 Reads

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6 Citations

Despite being highly effective, anti-tuberculosis (TB) drugs often induce adverse liver injury, anti-TB drug-induced liver injury (ATDILI), leading to treatment failure given no sensitive and selective ATDILI markers. Herein, we conducted a case-control association study to determine whether global DNA methylation of Alu and LINE-1 transposable elements responsible for genomic stability and transcriptional regulation was correlated with clinical parameters indicating ATDILI in TB patients and might serve as an ATDILI biomarker. Alu and LINE-1 methylation levels in blood leukocyte of 130 TB patients (80 ATDILI cases and 50 non-ATDILI cases) and 100 healthy controls were quantified using quantitative combined bisulfite restriction analysis. Both TB patients with and without ATDILI had significantly lower methylation levels of Alu and LINE-1 elements than healthy controls. Compared with non-ATDILI patients, Alu methylation levels were significantly decreased in ATDILI patients, commensurate with LINE-1 methylation analysis. Hypomethylation of Alu and LINE-1 measured within 1-7 days of TB treatment was independently associated with raised levels of serum aminotransferases assessed within 8-60 days of TB treatment. Receiver operating characteristic curve analysis uncovered that Alu and LINE-1 methylation levels were both more sensitive and specific for differentiating ATDILI cases from non-ATDILI cases than serum aminotransferases after starting TB treatment within 1-7 days. Kaplan-Meier analysis displayed a significant association between hypomethylation of Alu and LINE-1 elements and an increased rate of ATDILI occurrence in TB patients. Collectively, global DNA hypomethylation of Alu and LINE-1 elements would reflect ATDILI progression and might serve as novel sensitive and specific ATDILI biomarkers.


Association of HLA genotypes with Beta-lactam antibiotic hypersensitivity in children

September 2021

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27 Reads

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15 Citations

Asian Pacific Journal of Allergy and Immunology

Background: Beta-lactam (BL) antibiotics hypersensitivity is common in children. Clinical manifestation of BL hypersensitivity varies from mild to severe cutaneous adverse drug reactions (SCARs). Objective: To determine the association of HLA genotype and BL hypersensitivity and the prevalence of true drug allergy in patients with history of BL hypersensitivity. Methods: A case-control study was performed in 117 children with aged 1-18 years. Children with history of non-SCARs BL hypersensitivity were evaluated for true drug hypersensitivity including skin test and drug provocation test. Tolerant control patients were children who could tolerate BL for at least 7 days without hypersensitivity reaction. HLA genotype (HLA-A, HLA-B, HLA-C and HLA-DRB1) were performed in 24 cases and 93 tolerant controls using PCR-SSO (polymerase chain reaction - sequence specific oligonucleotide probes). Results: There were association of HLA-C*04:06 (OR = 13.14, 95%CI: 1.3-137.71; p = 0.027), and HLA-C*08:01 (OR = 4.83, 95%CI: 1.93-16.70; p = 0.016) with BL hypersensitivity. HLA-B*48:01 was strongly associated with immediate reaction from BL hypersensitivity (OR = 37.4, 95%CI: 1.69-824.59; p = 0.016) while HLA-C*04:06, HLA-C*08:01 and HLA-DRB1*04:06 were associated with delayed reaction (p < 0.05). Among 71 cases who were newly evaluated for BL hypersensitivity, only 7 cases (9.8%) had true BL hypersensitivity. Conclusions: Less than 10% of children with suspected of BL hypersensitivity have true hypersensitivity. There might be a role of HLA-B, HLA-C and HLA-DRB1 genotype in predicting BL hypersensitivity in Thai children.


Association between GSTM1 and GSTT1 genotype and susceptibility to ATDILI.
CYP2E1 SNP-based allelic association tests in Thai TB patients with and without ATDILI.
Distribution of CYP2E1 haplotypes in Thai TB patients with and without ATDILI.
Association between combination of CYP2E1 and GSTT1 and susceptibility to ATDILI.
CYP2E1, GSTM1, and GSTT1 genetic polymorphisms and their associations with susceptibility to antituberculosis drug-induced liver injury in Thai tuberculosis patients

April 2021

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54 Reads

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3 Citations

Heliyon

Antituberculosis drug-induced liver injury (ATDILI) is the common adverse reaction of antituberculosis drugs. Glutathione S-transferases (GSTs), which are phase II metabolizing enzymes for detoxification, are recognized as potential mediators of hepatotoxicity. However, role of GSTs polymorphisms in ATDILI pathogenesis has never been observed in Thais. This study aimed to investigate associations between GSTs and ATDILI susceptibility. This retrospective case-control multicentered study was conducted by the collaboration from ten secondary and tertiary care hospitals across Thailand, including Northern, Central, and Southern parts of Thailand. We enrolled 80 tuberculosis (TB) patients with ATDILI and 174 those without ATDILI into the study. Polymerase chain reaction (PCR) was used to determine genetic polymorphisms of GSTM1 and GSTT1 genes. CYP2E1 genotyping data were derived from microarray data. We illustrated that GSTT1 null and GSTM1/GSTT1 dual null genotypes were correlated with an increased risk of ATDILI with odds ratio (OR) at 1.83 (95% confidence interval (CI), 1.00 to 3.35; P = 0.049) and 2.12 (95%CI, 1.02 to 4.38; P = 0.044), respectively. Interestingly, GSTT1 null and GSTM1/GSTT1 dual null genotypes were found to be correlated with an increased risk of ATDILI in Thai TB patients who carried CYP2E1 wild type phenotype with OR 2.99 (95%CI, 1.07 to 8.39; P = 0.037) and 3.44 (95%CI, 1.01 to 11.71; P = 0.048), respectively. Collectively, GSTT1 null and GSTM1/GSTT1 dual null genotypes were associated with a higher risk of ATDILI in Thai TB patients, which may serve as alternative genetic biomarkers for ATDILI.


Citations (31)


... For example, "modern Beijing" strains have been associated with worse treatment outcomes [16], while strains belonging to MTBC Lineage 1, appear to be more prone to cause disseminated TB and bone disease [17,18]. However, only few studies have attempted to find novel genetic determinants of patient treatment outcomes [11,[19][20][21][22], and most of these have been limited by small sample sizes. Moreover, few studies have analyzed the effect of bacterial genetics while controlling for relevant clinical and demographic factors. ...

Reference:

Clinical and bacterial determinants of unfavorable tuberculosis treatment outcomes: an observational study in Georgia
Comprehensive analysis of Mycobacterium tuberculosis genomes reveals genetic variations in bacterial virulence
  • Citing Article
  • October 2024

Cell Host & Microbe

... Furthermore, cost effectiveness study for HLA-B*15:02 allele in Indonesia showed that neither HLA-B*15:02 testing before CBZ treatment nor VPA substitution is cost-effective. However, given the improved clinical outcomes associated with the deployment of HLA-B*15:02 genetic screening in other Asian countries, this test could be beneficial, particularly in decreasing the economic cost of CBZ-related ADRs [28,29]. We observed almost 10% of HLA-B*35:05 allele in the Indonesian Malay ethnic. ...

Economic analysis of pharmacogenetics testing for human leukocyte antigen-based adverse drug reactions
  • Citing Chapter
  • January 2023

... Various genetic factors may determine the relative susceptibility of the recipient. Ittiwut and colleagues have identi ed genetic predisposition as a potential factor in uencing the variability in sudden death cases [64]. eir research highlighted a strong association between polymorphisms in the SCN5A channel and an increased incidence of sudden death. ...

The Genetic Basis of Sudden Death after Covid-19 Vaccination in Thailand
  • Citing Article
  • August 2022

Heart Rhythm

... It is worth noting that elevated mitochondrial DNA (mtDNA) content was considered an independent determinant of ATB-ILI. Changes in leukocyte mtDNA may be used as a novel, specific ATB-ILI biomarker (Udomsinprasert et al., 2022). Since the pathogenesis of INH and RFP-induced liver injury involves multiple pathways, a single biomarker is insufficient to diagnose the liver injury. ...

Mitochondrial DNA content as a diagnostic marker for anti-tuberculosis drug-induced liver injury
  • Citing Article
  • August 2022

International Journal of Infectious Diseases

... W e f o u n d a w e a k H L A a s s o c i a t i o n w i t h D R B 1 * 01:01~DQA1*01:01~DQB1*05:01, a frequent haplotype, that will need to be replicated. Previously, weak associations were reported with B*07:02 in White adult patients (13), DRB1*16:02 in Chinese populations (14), and DRB1*15:02 in a pediatric Thai cohort (63). More recently, a large Chinese study revealed rather strong associations with DQB1*05:02, A*11:01 and A*02:07 (23). ...

HLA-DRB1∗1502 Is Associated With Anti-N-Methyl-D-aspartate Receptor Encephalitis in Thai Children
  • Citing Article
  • June 2022

Pediatric Neurology

... Romano et al. (2022) conducted nextgeneration sequencing (NGS) and found that HLA-DRB3*02:02 is associated with delayed penicillin hypersensitivity in Italian population. A case-control study unveiled that HLA-C*04:06, HLA-C*08:01, and HLA-DRB1*04:06 are associated with β-lactam delayed reaction in Thai children (Singvijarn et al., 2021). ...

Association of HLA genotypes with Beta-lactam antibiotic hypersensitivity in children
  • Citing Article
  • September 2021

Asian Pacific Journal of Allergy and Immunology

... Multiple studies have suggested that age is a risk factor for the occurrence of ATDILI, which may be related to organ aging, decreased physiological function, impact on drug pharmacokinetics in the elderly, and the frequent comorbidities of multiple diseases and other medications in the elderly. 35,36 The mechanism may be related to the reduction of liver regeneration function in the elderly, the reduction of mitochondrial DNA replication, the impact on the quality and quantity, the more likely occurrence of mitochondrial dysfunction, the general decline of immune function, the increase in the secretion of proinflammatory factors, as well as the damage of the intestinal barrier in the elderly, the increase of intestinal permeability, and the proliferation of proinflammatory factors into the blood. The results of this study showed that the incidence of anti-tuberculosis drug induced liver damage in elderly TB patients was 12.85% (153/1191), but its occurrence was not statistically correlated with the treatment outcomes of elderly TB patients. ...

Global DNA hypomethylation of Alu and LINE-1 transposable elements as an epigenetic biomarker of anti-tuberculosis drug-induced liver injury

... Consequently, the influence of several genes on ARVDILI susceptibility seems inescapable. Chanhom et al. observed the effects of various genes in ATDILI within the Thai population 48 . This finding also indicates the potential for various gene association studies in ARVDILI. ...

CYP2E1, GSTM1, and GSTT1 genetic polymorphisms and their associations with susceptibility to antituberculosis drug-induced liver injury in Thai tuberculosis patients

Heliyon

... This is described as population PGx. This emerging trend is supported by several previous studies that have revealed differences in the PGx variants' allelic frequencies among different European [7], Southeast Asian [8], Middle Eastern [9], and Latin American populations [10]. The differences are not only limited to genetics but are also pinpointed in the preparedness of each country to implement PGx in the clinic setting, deducted from different levels of PGx education and awareness, the regulatory deficiencies for genome-guided therapeutics, the lack of such interventions' reimbursement and so on [11]. ...

Prevalence of pharmacogenomic variants in 100 pharmacogenes among Southeast Asian populations under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm)

Human Genome Variation

... This is described as population PGx. This emerging trend is supported by several previous studies that have revealed differences in the PGx variants' allelic frequencies among different European [7], Southeast Asian [8], Middle Eastern [9], and Latin American populations [10]. The differences are not only limited to genetics but are also pinpointed in the preparedness of each country to implement PGx in the clinic setting, deducted from different levels of PGx education and awareness, the regulatory deficiencies for genome-guided therapeutics, the lack of such interventions' reimbursement and so on [11]. ...

Variation in 100 relevant pharmacogenes among emiratis with insights from understudied populations