polymorphisms

多态性
  • 文章类型: Journal Article
    近年来,随着单克隆抗体用于阻断导致潜在炎症的选择性靶标的开发,出现了最有希望的严重不受控制的哮喘(SUA)的治疗选择。如美泊利单抗和贝那利珠单抗。然而,治疗反应存在不完全控制的变异性.对美泊利单抗和贝那利珠单抗的反应变异性可能受单核苷酸多态性(SNP)的影响,检测这些并将其用作反应的预测生物标志物将是有用的。我们进行了一项回顾性观察性队列研究,纳入了来自三级医院的72名白种人患者,这些患者接受了美泊利单抗和贝那利珠单抗治疗,患有严重的嗜酸性粒细胞哮喘。IL5中的多态性(rs4143832,rs17690122),RAD50(rs11739623,rs4705959),IL1RL1(rs1420101,rs17026974,rs1921622),GATA2(rs4857855),IKZF2(rs12619285),FCGR2A(rs1801274),FCGR2B(rs3219018,rs1050501),FCGR3A(rs10127939,rs396991),FCER1A(rs2251746,rs2427837),FCER1B(rs1441586,rs573790,rs569108),使用Taqman探针通过实时聚合酶链反应(PCR)分析ZNF415(rs1054485)基因。在治疗12个月后分析反应。在接受mepolizumab治疗的患者中,定义为恶化减少的治疗反应与ZNF415rs1054485-T相关(p=0.042;OR=5.33;95%CI=1.06-30.02),定义为口服糖皮质激素使用减少的治疗反应与上一年的加重次数相关(p=0.029;OR=3.89;95%CI=1.24-14.92),定义为肺功能改善的治疗反应与生物治疗开始时的年龄相关(p=0.002;OR=1.10;95%CI=1.04-1.18),FCER1Brs569108-AA(p<0.001;OR=171.06;95%CI=12.94-6264.11),和FCER1Ars2427837-A(p=0.021;OR=8.61;95%CI=1.71-76.62)。另一方面,在接受贝那利珠单抗治疗的患者中,治疗反应,定义为减少恶化,与ZNF415rs1054485-T相关(p=0.073;OR=1.3×108;95%CI=1.8×10-19-NA),FCER1Brs569108-AA(p=0.050;OR=11.51;95%CI=1.19-269.78),过敏(p=0.045;OR=4.02;95%CI=1.05-16.74),和性别(p=0.028;OR=4.78;95%CI=1.22-20.63);治疗反应定义为肺功能改善与息肉病相关(p=0.027;OR=9.16;95%CI=1.58-91.4),IKZF2rs12619285-AA(p=0.019;OR=9.1;95%CI=1.7-75.78),IL5rs4143832-T(p=0.017;OR=11.1;95%CI=1.9-112.17),和FCER1Brs1441586-C(p=0.045;OR=7.81;95%CI=1.16-73.45)。这项研究的结果表明,所研究的多态性对美泊利单抗和贝那利珠单抗的反应的潜在影响,以及通过定义治疗反应的预测性生物标志物可以获得的临床益处。
    The most promising treatment options for severe uncontrolled asthma (SUA) have emerged in recent years with the development of monoclonal antibodies for blocking selective targets responsible for the underlying inflammation, such as mepolizumab and benralizumab. However, there is variability in treatment response that is not fully controlled. The variability of the response to mepolizumab and benralizumab could be influenced by single-nucleotide polymorphisms (SNPs), and it would be useful to detect these and use them as predictive biomarkers of response. We conducted a retrospective observational cohort study of 72 Caucasian patients recruited from a tertiary hospital with severe uncontrolled eosinophilic asthma treated with mepolizumab and benralizumab. Polymorphisms in the IL5 (rs4143832, rs17690122), RAD50 (rs11739623, rs4705959), IL1RL1 (rs1420101, rs17026974, rs1921622), GATA2 (rs4857855), IKZF2 (rs12619285), FCGR2A (rs1801274), FCGR2B (rs3219018, rs1050501), FCGR3A (rs10127939, rs396991), FCER1A (rs2251746, rs2427837), FCER1B (rs1441586, rs573790, rs569108), and ZNF415 (rs1054485) genes were analyzed by real-time polymerase chain reaction (PCR) using Taqman probes. The response was analyzed after 12 months of treatment. In patients under mepolizumab treatment, a treatment response defined as a reduction in exacerbations was associated with ZNF415 rs1054485-T (p = 0.042; OR = 5.33; 95% CI = 1.06-30.02), treatment response defined as a reduction in oral corticosteroids use was associated with the number of exacerbations in the previous year (p = 0.029; OR = 3.89; 95% CI = 1.24-14.92), and treatment response defined as improvement in lung function was associated with the age at the beginning of biological therapy (p = 0.002; OR = 1.10; 95% CI = 1.04-1.18), FCER1B rs569108-AA (p < 0.001; OR = 171.06; 95% CI = 12.94-6264.11), and FCER1A rs2427837-A (p = 0.021; OR = 8.61; 95% CI = 1.71-76.62). On the other hand, in patients under benralizumab treatment, treatment response, defined as a reduction in exacerbations, was associated with ZNF415 rs1054485-T (p = 0.073; OR = 1.3 × 108; 95% CI = 1.8 × 10-19-NA), FCER1B rs569108-AA (p = 0.050; OR = 11.51; 95% CI = 1.19-269.78), allergies (p = 0.045; OR = 4.02; 95% CI = 1.05-16.74), and sex (p = 0.028; OR = 4.78; 95% CI = 1.22-20.63); and treatment response defined as improvement in lung function was associated with polyposis (p = 0.027; OR = 9.16; 95% CI = 1.58-91.4), IKZF2 rs12619285-AA (p = 0.019; OR = 9.1; 95% CI = 1.7-75.78), IL5 rs4143832-T (p = 0.017; OR = 11.1; 95% CI = 1.9-112.17), and FCER1B rs1441586-C (p = 0.045; OR = 7.81; 95% CI = 1.16-73.45). The results of this study show the potential influence of the studied polymorphisms on the response to mepolizumab and benralizumab and the clinical benefit that could be obtained by defining predictive biomarkers of treatment response.
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  • 文章类型: Journal Article
    近年来,人们对酒精依赖的遗传特征进行了广泛的研究。大量研究强调了遗传变异不仅在代谢途径中而且在酒精依赖的神经生物学中的重要作用,由调节奖励和渴望的神经元回路介导。5-羟色胺转运体(5-HTT),由SLC6A4基因(溶质载体家族6-神经递质转运体成员4)编码,被抗抑郁药物如选择性5-羟色胺再摄取抑制剂(SSRIs)靶向,在5-羟色胺能传递中起关键作用;它与精神疾病和酒精依赖有关。5-HTT的转录调控和表达不仅依赖于表观遗传修饰,其中主要涉及DNA甲基化(CpG和非CpG),而且在内含子/外显子区域和5'和3'中的非翻译区域中发生的序列变异,是剪接机制重要的第一个序列,也是转录因子和微小RNA结合的最后一个序列。这项工作旨在阐明已知会影响5-HTT在酒精依赖个体中的表达或功能的序列变异的作用。我们发现三等位基因多态性的等位基因(p=0.0083)和基因型(p=0.0151)频率存在统计学上的显着差异,具有较高功能的等位基因和基因型在对照人群中更有代表性。此外,我们在AUD患者中发现了3种更频繁的单倍型(p<0.0001),在对照人群中发现了1种更频繁的单倍型(p<0.0001).酒精依赖中的三等位基因多态性获得的结果证实了部分文献中已经存在的结果。单倍型的作用需要进一步的研究来澄清。
    Genetic features of alcohol dependence have been extensively investigated in recent years. A large body of studies has underlined the important role of genetic variants not only in metabolic pathways but also in the neurobiology of alcohol dependence, mediated by the neuronal circuits regulating reward and craving. Serotonin transporter (5-HTT), encoded by the SLC6A4 gene (Solute carrier family 6-neurotransmitter transporter-member 4), is targeted by antidepressant drugs such as selective serotonin reuptake inhibitors (SSRIs) and plays a pivotal role in serotoninergic transmission; it has been associated with psychiatric diseases and alcohol dependence. Transcriptional regulation and expression of 5-HTT depend not only on epigenetic modifications, among which DNA methylation (CpG and non-CpG) is primarily involved, but also on sequence variations occurring in intron/exon regions and in untranslated regions in 5\' and 3\', being the first sequences important for the splicing machinery and the last for the binding of transcription factors and micro RNAs. This work intends to shed light on the role of sequence variations known to affect the expression or function of 5-HTT in alcohol-dependent individuals. We found a statistically significant difference in the allelic (p = 0.0083) and genotypic (p = 0.0151) frequencies of the tri-allelic polymorphism, with higher function alleles and genotypes more represented in the control population. Furthermore, we identified three haplotypes more frequent in subjects with AUD (p < 0.0001) and one more frequent in the control population (p < 0.0001). The results obtained for the tri-allelic polymorphism in alcohol dependence confirm what is already present in part of the literature. The role of haplotypes requires further studies to be clarified.
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  • 文章类型: Journal Article
    环境暴露和基因暴露相互作用是某些疾病的主要原因。需要进行早期暴露研究,以阐明环境暴露的作用及其与儿童健康相关的生物学机制的复杂相互作用。这项研究旨在确定生命早期暴露对DNA损伤的贡献以及涉及空气污染物代谢的遗传多态性的修饰作用。抗氧化防御,DNA修复我们在416名5岁以下的哥伦比亚儿童中进行了一项队列研究。收集基线时的血液样本,通过彗星测定法测量DNA损伤,并确定GSTT1,GSTM1,CYP1A1,H2AX,OGG1和SOD2基因多态性。风险敞口是使用地理信息系统估计的,遥感,LUR模型,和问卷调查。使用具有对数链接的ElasticNet线性回归来估计暴露组-DNA损伤的关联。我们的结果表明,在抽血前一年暴露于PM2.5(BBD)(0.83,95CI:0.76;0.91),软饮料消费量(0.94,0.89;0.98),和GSTM1无效基因型(0.05,0.01;0.36)减少了DNA损伤,而暴露于PM2.5一周BBD(1.18,1.06;1.32),NO2滞后-5天BBD(1.27,1.18;1.36),招聘时的内部蟑螂(1.10、1.00;1.21),招聘时在家拥挤(1.34,1.08;1.67),谷物消费量(1.11,1.04;1.19)和H2AX(AG/GG与AA)(1.44,1.11;1.88)增加了DNA损伤。H2AX之间的相互作用(AG/GGvs.AA)基因型,人群拥挤和PM2.5一周BBD,GSTM1(nullvs.目前)在生命的第一年有湿度,和OGG1(SC/CCvs.SS)在生命的第一年具有步行能力。早期暴露有助于阐明环境暴露对5岁以下哥伦比亚儿童DNA损伤的影响。暴露组-DNA损伤效应似乎受到DNA修复和抗氧化防御酶中的遗传变异的调节。
    Environmental exposures and gene-exposure interactions are the major causes of some diseases. Early-life exposome studies are needed to elucidate the role of environmental exposures and their complex interactions with biological mechanisms involved in childhood health. This study aimed to determine the contribution of early-life exposome to DNA damage and the modifying effect of genetic polymorphisms involved in air pollutants metabolism, antioxidant defense, and DNA repair. We conducted a cohort study in 416 Colombian children under five years. Blood samples at baseline were collected to measure DNA damage by the Comet assay and to determine GSTT1, GSTM1, CYP1A1, H2AX, OGG1, and SOD2 genetic polymorphisms. The exposome was estimated using geographic information systems, remote sensing, LUR models, and questionnaires. The association exposome-DNA damage was estimated using the Elastic Net linear regression with log link. Our results suggest that exposure to PM2.5 one year before the blood draw (BBD) (0.83, 95 %CI: 0.76; 0.91), soft drinks consumption (0.94, 0.89; 0.98), and GSTM1 null genotype (0.05, 0.01; 0.36) diminished the DNA damage, whereas exposure to PM2.5 one-week BBD (1.18, 1.06; 1.32), NO2 lag-5 days BBD (1.27, 1.18; 1.36), in-house cockroaches (1.10, 1.00; 1.21) at the recruitment, crowding at home (1.34, 1.08; 1.67) at the recruitment, cereal consumption (1.11, 1.04; 1.19) and H2AX (AG/GG vs. AA) (1.44, 1.11; 1.88) increased the DNA damage. The interactions between H2AX (AG/GG vs. AA) genotypes with crowding and PM2.5 one week BBD, GSTM1 (null vs. present) with humidity at the first year of life, and OGG1 (SC/CC vs. SS) with walkability at the first year of life were significant. The early-life exposome contributes to elucidating the effect of environmental exposures on DNA damage in Colombian children under five years old. The exposome-DNA damage effect appears to be modulated by genetic variants in DNA repair and antioxidant defense enzymes.
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  • 文章类型: Journal Article
    遗传变异对达格列净降糖作用的影响尚不清楚。本研究旨在探讨溶质载体家族5成员2(SLC5A2)多态性的影响,尿苷二磷酸葡萄糖醛酸基转移酶1A9(UGT1A9),溶质载体家族2成员2(SLC2A2)和成员4(SLC2A4)对达格列净对2型糖尿病(T2DM)患者的降血糖作用。
    这项前瞻性队列研究共纳入了141例T2DM患者。使用SequenomMassArray平台或Sanger测序选择和基因分型二十九个单核苷酸多态性(SNP)。比较达格列净治疗前后糖化血红蛋白(HbA1c)和空腹血糖(FBG)水平。
    在所选的29个SNP中,27人分析成功。达格列净治疗三个月后,FBG水平显著降低(8.00mmol/L(5.45-10.71)mmol/Lvs6.40mmol/L(5.45-9.20)mmol/L,2型糖尿病患者p=0.003)。然而,HbA1c水平无显著变化(8.10%(6.88-10.00)%vs8.10%(6.83-10.00)%,p=0.452)。协方差分析表明,患者具有rs12471030(CT/TT)的次要等位基因纯合子或杂合子,与具有主要等位基因纯合子的那些相比,rs12988520(AC/CC)或rs2602381(TC/CC)具有更高的FBG水平(分别为p=0.014、p=0.024和p=0.044)。调整基线FBG水平后,年龄,性别,身体质量指数,使用胰岛素和二甲双胍,三个SNP-rs12471030,rs12988520和rs2602381-与达格列净的抗高血糖作用相关.然而,使用严格的显著性阈值(p<0.002,Bonferroni校正),这些选择的SNP均与达格列净治疗后的FBG和HbA1c水平无显著相关。
    调整混杂变量后,SLC5A2,UGT1A9,SLC2A2和SLC2A4基因的多态性与达格列净在中国人群中的抗高血糖作用无关。
    ChiCTR2200059645。
    UNASSIGNED: The influence of genetic variants on the glucose-lowering effects of dapagliflozin remains unclear. This study aims to investigate the impact of polymorphisms in solute carrier family 5 member 2 (SLC5A2), uridine diphosphate glucuronosyltransferase 1A9 (UGT1A9), solute carrier family 2 member 2 (SLC2A2) and member 4 (SLC2A4) on the anti-hyperglycemic effect of dapagliflozin in patients with type-2 diabetes mellitus (T2DM).
    UNASSIGNED: A total of 141 patients with T2DM were included in this prospective cohort study. Twenty-nine single nucleotide polymorphisms (SNPs) were selected and genotyped using the Sequenom MassArray platform or Sanger sequencing. Glycated hemoglobin (HbA1c) and fasting blood glucose (FBG) levels were compared before and after the treatment with dapagliflozin.
    UNASSIGNED: Among the 29 SNPs selected, 27 were successfully analyzed. After three months of dapagliflozin treatment, FBG levels were significantly reduced (8.00 mmol/L (5.45-10.71) mmol/L vs 6.40 mmol/L (5.45-9.20) mmol/L, p = 0.003) in patients with T2DM. However, there was no significant change in HbA1c levels (8.10% (6.88-10.00)% vs 8.10% (6.83-10.00)%, p = 0.452). Analysis of covariance showed that patients with the minor allele homozygote or heterozygote of rs12471030 (CT/TT), rs12988520 (AC/CC) or rs2602381 (TC/CC) had higher FBG levels compared to those with the major allele homozygote (p = 0.014, p = 0.024, and p = 0.044, respectively). After adjusting for baseline FBG level, age, gender, body mass index, use of insulin and use of metformin, three SNPs-rs12471030, rs12988520 and rs2602381-were associated with the anti-hyperglycemic effect of dapagliflozin. However, using a stringent significance threshold (p < 0.002 with Bonferroni correction), none of these selected SNPs were significantly associated with FBG and HbA1c levels after dapagliflozin treatment.
    UNASSIGNED: After adjusting for confounding variables, polymorphisms in SLC5A2, UGT1A9, SLC2A2 and SLC2A4 genes were not associated with the anti-hyperglycemic effect of dapagliflozin in the Chinese population.
    UNASSIGNED: ChiCTR2200059645.
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  • 文章类型: Journal Article
    精神分裂症(SZ)是一种多因素和神经退行性疾病,由遗传和环境因素之间的相互作用引起。值得注意的是,数百种单核苷酸多态性(SNPs)与SZ易感性相关。维生素D(VD)在调节对维持大脑功能和健康至关重要的几个基因中起着至关重要的作用。据作者所知,尚未对VD途径与SZ患者之间的相关性进行研究.因此,本研究旨在评估与VD通路相关的基因中8个SNP之间的潜在关联,包括SZ患者的CYP2R1、CYP27B1、CYP24A1和VDR。进行了病例对照研究,涉及从200名患者和200名健康对照中抽取的400份血液样本。提取基因组DNA并使用四扩增难治性突变系统-聚合酶链反应方法对变体进行基因分型。本研究揭示了SZ患者和对照组之间关于三个SNP的基因型和等位基因分布的统计学显着差异[CYP2R1(rs10741657),CYP27B1(rs10877012)和CYP24A1(rs6013897)(P<0.0001)]。rs10741657的AA基因型与SZ相关(P<0.0001),与对照组相比,SZ患者的A等位基因频率更高(P<0.0001)。同样,发现rs10877012的TT基因型与SZ相关(P<0.0001),并且SZ患者的T等位基因频率高于对照组(P<0.0001)。此外,表明rs6013897的AA基因型与SZ相关(P<0.0001),尽管两组之间在A等位基因方面没有发现显着差异(P=0.055)。VDR(rs2228570,rs1544410,rs731236和rs7975232)和CYP27B1(rs4646536)基因多态性与SZ没有显着关联。虽然研究的SNP揭示了SZ患者和对照组之间有希望的辨别能力,rs10741657SNP表现出最佳的曲线下面积值为0.615。逻辑模型仅考虑显著的SNP和VD水平,结果表明,rs6013897(T/A)和VD可能具有保护作用(分别为0.267,P<0.001;0.888,P<0.001)。此外,与对照组相比,SZ患者的血清VD水平较低.基于这一发现,可以证明血清25(OH)D与SZ之间存在关联。本研究表明,CYP2R1(rs10741657),CYP27B1(rs10877012)和CYP24A1(rs6013897)基因SNPs可能与SZ易感性有关。
    Schizophrenia (SZ) is a multifactorial and neurodegenerative disorder that results from the interaction between genetic and environmental factors. Notably, hundreds of single nucleotide polymorphisms (SNPs) are associated with the susceptibility to SZ. Vitamin D (VD) plays an essential role in regulating several genes important for maintaining brain function and health. To the best of the authors\' knowledge, no studies have yet been conducted on the association between the VD pathway and patients with SZ. Therefore, the present study aimed to assess the potential association between eight SNPs in genes related to the VD pathway, including CYP2R1, CYP27B1, CYP24A1 and VDR among patients with SZ. A case-control study was conducted, involving a total of 400 blood samples drawn from 200 patients and 200 healthy controls. Genomic DNA was extracted and variants were genotyped using the tetra-amplification refractory mutation system-polymerase chain reaction method. The present study revealed statistically significant differences between patients with SZ and controls regarding the genotypes and allele distributions of three SNPs [CYP2R1 (rs10741657), CYP27B1 (rs10877012) and CYP24A1 (rs6013897) (P<0.0001)]. The AA genotype of rs10741657 was identified to be associated with SZ (P<0.0001) and the frequency of the A allele was higher in patients with SZ (P<0.0001) compared with the control group. Similarly, the TT genotype of rs10877012 was revealed to be associated with SZ (P<0.0001) and the T allele was more frequent in patients with SZ (P<0.0001) than in the control group. Moreover, the AA genotype of rs6013897 was revealed to be associated with SZ (P<0.0001), although no significant difference was detected between the two groups regarding the A allele (P=0.055). VDR (rs2228570, rs1544410, rs731236 and rs7975232) and CYP27B1 (rs4646536) gene polymorphisms did not exhibit a significant association with SZ. While the studied SNPs revealed promising discriminatory capacity between patients with SZ and controls, the rs10741657 SNP exhibited the most optimal area under the curve value at 0.615. A logistic model was applied considering only the significant SNPs and VD levels, which revealed that rs6013897 (T/A) and VD may have protective effects (0.267, P<0.001; 0.888, P<0.001, respectively). Moreover, a low serum VD level was highly prevalent in patients with SZ compared with the controls. Based on this finding, an association between serum 25(OH)D and SZ could be demonstrated. The present study revealed that CYP2R1 (rs10741657), CYP27B1 (rs10877012) and CYP24A1 (rs6013897) gene SNPs may be associated with SZ susceptibility.
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  • 文章类型: Journal Article
    类风湿性关节炎(RA)是一种多因素的自身免疫性炎性疾病,主要影响关节,降低功能能力和影响生活质量。细胞因子如肿瘤坏死因子(TNF)和白细胞介素6(IL-6)在该疾病的发病机制和治疗中至关重要。一些使用TNF抑制剂(TNFi)的患者对这些药物没有反应或失去反应。临床,社会人口统计学,和遗传数据用于评估TNF的单核苷酸多态性(SNP)的关联,TNFRSF1A,和TNFRSF1B基因与RA的诊断,标准化评分结果,实验室测试,和对TNFi的反应。在一个子样本中,检测血清细胞因子TNF和IL-6水平。总共654名受试者(360名健康对照和294名诊断为RA)被包括在分析中。在诊断为RA的个体中发现较高水平的TNF。对TNFi治疗无反应的个体中IL-6水平较高,而反应者的水平与没有疾病的水平相当。研究的SNP与RA的诊断之间没有发现关联;然而,rs767455-C似乎在戈利木单抗治疗的反应中起作用,与更好的治疗反应和较低的平均血清白细胞水平有关。此外,rs1061622-G与较差的功能能力相关,rs1800629-A与较高的白细胞值和血清转氨酶水平相关。rs1061622-G和rs767455-C可能在对TNFi治疗的反应中起作用,特别是对于使用戈利木单抗的患者,尽管它们似乎与RA的诊断无关。TNF通路中的多态性可能会影响RA患者免疫细胞的基线水平以及肾功能和肝功能标志物。我们的研究结果强调了评估这些多态性对TNFi反应和安全性的影响的重要性。特别是在大规模研究中。
    Rheumatoid arthritis (RA) is a multifactorial autoimmune inflammatory disease that mainly affects the joints, on reducing functional capacity and impacting quality of life. Cytokines such as tumor necrosis factor (TNF) and interleukin 6 (IL-6) are crucial in the pathogenesis and treatment of this disease. Some patients using TNF inhibitors (TNFi) do not respond or lose their response to these medications. Clinical, sociodemographic, and genetic data were used to evaluate the associations of single nucleotide polymorphisms (SNP) in TNF, TNFRSF1A, and TNFRSF1B genes with the diagnosis of RA, standardized score results, laboratory tests, and response to TNFi. In one subsample, TNF and IL-6 serum levels cytokines were performed. A total of 654 subjects (360 healthy controls and 294 diagnosed with RA) were included in the analysis. Higher levels of TNF have been found in individuals diagnosed with RA. IL-6 levels were higher in individuals who did not respond to TNFi treatment, while responders had levels comparable to those without the disease. No associations were found between the SNPs studied and the diagnosis of RA; however, rs767455-C seems to play a role in the response to golimumab treatment, being related to better therapeutic response and lower mean serum leukocyte levels. In addition, rs1061622-G was associated with poorer functional capacity and rs1800629-A was associated with higher leukocyte values and serum transaminase levels. The rs1061622-G and rs767455-C may play a role in the response to TNFi treatment, especially for patients using golimumab, although they do not seem to be associated with the diagnosis of RA. Polymosphisms in the TNF pathway may impact baseline levels of immune cells and markers of renal and hepatic function in RA patients. Our results highlight the importance of evaluating the impact of these polymorphisms on TNFi response and safety, particularly in larger-scale studies.
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  • 文章类型: Journal Article
    单氨基酸多态性(SAP)或非同义单核苷酸变体(nsSNV)是最常见的遗传变异。它们起因于错义突变,其中单碱基对取代以这样的方式改变遗传密码,即在给定位置的碱基三联体(密码子)编码不同的氨基酸。由于基因突变有时会引起遗传疾病,重要的是要理解和预见哪些变异是有害的,哪些变异是中性的(不会引起表型的变化)。这可以作为分类问题。
    使用机器智能的计算方法正在逐渐取代重复和价格过高的诱变测试。总的来说,质量参差不齐,不足之处,nsSNV数据集的不规则性降低了基于人工智能的方法的便利性。随后,需要强有力和更精确的方法来解决这些问题。在目前的工作文件中,我们展示了一个建立在保持采样器上的共识分类器,它看起来强大而精确,超越了所有其他流行的方法。
    在训练阶段,我们制作了100个holdouts来测试不同分类器的结构和不同分类变量。选择性能最好的保留来开发共识分类器,并使用k倍(1≤k≤5)交叉验证方法进行测试。我们还研究了哪些蛋白质特性对nsSNV影响的精确预测具有最大的影响。
    我们的共识坚持采样器超越了其他流行的算法,并给出了出色的结果,精度高,标准偏差低。我们方法的优势来自使用保留树,其中不同的基于LM/AI的程序以不同的方式采样。
    UNASSIGNED: Single Amino Acid Polymorphisms (SAPs) or nonsynonymous Single Nucleotide Variants (nsSNVs) are the most common genetic variations. They result from missense mutations where a single base pair substitution changes the genetic code in such a way that the triplet of bases (codon) at a given position is coding a different amino acid. Since genetic mutations sometimes cause genetic diseases, it is important to comprehend and foresee which variations are harmful and which ones are neutral (not causing changes in the phenotype). This can be posed as a classification problem.
    UNASSIGNED: Computational methods using machine intelligence are gradually replacing repetitive and exceedingly overpriced mutagenic tests. By and large, uneven quality, deficiencies, and irregularities of nsSNVs datasets debase the convenience of artificial intelligence-based methods. Subsequently, strong and more exact approaches are needed to address these problems. In the present work paper, we show a consensus classifier built on the holdout sampler, which appears strong and precise and outflanks all other popular methods.
    UNASSIGNED: We produced 100 holdouts to test the structures and diverse classification variables of diverse classifiers during the training phase. The finest performing holdouts were chosen to develop a consensus classifier and tested using a k-fold (1 ≤ k ≤5) cross-validation method. We also examined which protein properties have the biggest impact on the precise prediction of the effects of nsSNVs.
    UNASSIGNED: Our Consensus Holdout Sampler outflanks other popular algorithms, and gives excellent results, highly accurate with low standard deviation. The advantage of our method emerges from using a tree of holdouts, where diverse LM/AI-based programs are sampled in diverse ways.
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  • 文章类型: Journal Article
    目的:本研究旨在研究噻嘌呤甲基转移酶(TPMT)和NUDT15基因多态性对中国健康成年人中巯基嘌呤药代动力学的影响。方法:从45名接受硫唑嘌呤治疗的健康成年志愿者中采集血液样本。提取基因组DNA并测序TPMT和NUDT15。采用超高效液相色谱-串联质谱法测定血浆中6-巯基嘌呤(6-MP)的浓度。最后,根据时间-浓度曲线计算药代动力学参数.结果:在45名健康成人志愿者中,检测到两个TPMT等位基因变体和三个NUDT15等位基因变体。总的来说,确定了六种基因型,包括TPMT*1/*1&NUDT15*1/*1、TPMT*1/*1&NUDT15*1/*2、TPMT*1/*1&NUDT15*1/*9、TPMT*1/*1&NUDT15*2/*5、TPMT结果表明,具有TPMT*1/*3&NUDT15*1/*2和TPMT*1/*6&NUDT15*1/*2的志愿者中6-MP的曲线下面积(AUC)比携带野生型(TPMT*1/*1&NUDT15*1/*1)的个体高1.57-1.62倍。与野生型相比,TPMT*1/*6&NUDT15*1/*2的半衰期(T1/2)延长了1.98倍,而TPMT*1/*3和NUDT15*1/*2的T1/2下降了67%。TPMT*1/*3&NUDT15*1/*2的最大浓度(Cmax)显著增加了2.15倍,而相应的清除率(CL/F)显着下降了58.75%。结论:这项研究的结果证实了TPMT和NUDT15的各种基因型可以影响巯基嘌呤的药代动力学的观点,可能为个性化的巯基嘌呤治疗提供基础见解。
    Aims: This study aimed to investigate the impact of genetic polymorphisms of thiopurine methyltransferase (TPMT) and NUDT15 on pharmacokinetics profile of mercaptopurine in healthy adults in China. Methods: Blood samples were obtained from 45 healthy adult volunteers who were administered azathioprine. Genomic DNA was extracted and sequenced for TPMT and NUDT15. The plasma concentrations of 6-mercaptopurine (6-MP) were determined by ultra-performance liquid chromatography-tandem mass spectrometry. Finally, pharmacokinetic parameters were calculated based on the time-concentration curve. Results: Among the 45 healthy adult volunteers enrolled in the study, two TPMT allelic variants and three NUDT15 allelic variants were detected. In total, six genotypes were identified, including TPMT*1/*1&NUDT15*1/*1, TPMT*1/*1&NUDT15*1/*2, TPMT*1/*1&NUDT15*1/*9, TPMT*1/*1&NUDT15*2/*5, TPMT*1/*6&NUDT15*1/*2, and TPMT*1/*3&NUDT15*1/*2. The results indicated that Area Under Curve (AUC) of 6-MP in volunteers with TPMT*1/*3&NUDT15*1/*2 and TPMT*1/*6&NUDT15*1/*2 were 1.57-1.62-fold higher than in individuals carrying the wild type (TPMT*1/*1&NUDT15*1/*1). Compared with wild type, the half-life (T1/2) of TPMT*1/*6&NUDT15*1/*2 was extended by 1.98 times, whereas T1/2 of TPMT*1/*3&NUDT15*1/*2 decreased by 67%. The maximum concentration (Cmax) of TPMT*1/*3&NUDT15*1/*2 increased significantly by 2.15-fold, whereas the corresponding clearance (CL/F) decreased significantly by 58.75%. Conclusion: The findings of this study corroborate the notion that various genotypes of TPMT and NUDT15 can impact the pharmacokinetics of mercaptopurine, potentially offering foundational insights for personalized mercaptopurine therapy.
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  • 文章类型: Journal Article
    冠心病(CHD)的原因之一是遗传因素。在这项研究中,我们探讨了CYP2D7和TCF20基因多态性与中国汉族人群冠心病风险之间的关系。从490例病例和480例对照中选择三个单核苷酸多态性(CYP2D7rs1800754,CYP2D7rs2743461和TCF20rs760648)并进行基因分型。比值比(OR)和95%置信区间(CIs)用于评估CYP2D7和TCF20多态性与CHD风险之间的关联。使用单因素方差分析和Tukey'sHSD分析临床指标与多态性之间的关联。通过进行多因子降维(MDR)获得SNP-SNP相互作用。CYP2D7rs1800754和rs2743461与冠心病风险增加密切相关(等位基因:p=0.014,p=0.031)。分层分析显示CYP2D7rs1800754和rs2743461与男性冠心病风险增加相关,年龄>60岁,BMI≥24,吸烟。Rs1800754也与饮酒相关的冠心病风险增加有关。此外,TCF20rs760648与年龄≤60岁和CAL患者的CHD风险降低相关。CYP2D7rs1800754和rs2743461基因型与UREA水平之间存在显着关联。Cr,和LDL-C;TCF20rs760648基因型和RBC水平。MDR分析表明,在多基因座模型中,三基因座相互作用模型最好。总之,CYP2D7rs1800754和rs2743461多态性与冠心病风险相关。
    One of the causes of coronary heart disease (CHD) is genetic factors. In this study, we explored the relationship between CYP2D7 and TCF20 gene polymorphisms and the risk of CHD in the Han Chinese population. Three single nucleotide polymorphisms (CYP2D7 rs1800754, CYP2D7 rs2743461, and TCF20 rs760648) were selected and genotyped from 490 cases and 480 controls. The odds ratios (ORs) and 95% confidence intervals (CIs) were used to assess the association between CYP2D7 and TCF20 polymorphisms and the risk of CHD. The association between clinical indicators and polymorphisms was analyzed using one-way ANOVA and Tukey\'s HSD. The SNP-SNP interactions were obtained by performing multifactor dimensionality reduction (MDR). CYP2D7 rs1800754 and rs2743461 were closely associated with increased risk of CHD (alleles: p = 0.014, p = 0.031). Stratified analysis showed that CYP2D7 rs1800754 and rs2743461 were associated with an increased risk of CHD in men, age > 60 years, BMI ≥ 24, and smoking. Rs1800754 is also associated with an increased risk of CHD associated with alcohol consumption. In addition, TCF20 rs760648 was associated with a reduced risk of CHD in patients aged ≤ 60 years and with CALs. A significant association was found between CYP2D7 rs1800754 and rs2743461 genotypes and levels of UREA, Cr, and LDL-C; TCF20 rs760648 genotypes and levels of RBC. The MDR analysis showed that the three-locus interaction model was the best in the multi-locus model. In conclusion, CYP2D7 rs1800754 and rs2743461 polymorphisms were associated with CHD risk.
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  • 文章类型: Journal Article
    哮喘是一种慢性炎症性呼吸道疾病,以可变的气流限制为特征,导致呼吸困难和胸闷等临床症状。这些症状是由潜在的炎症过程引起的。β2激动剂是规定用于缓解疾病的支气管扩张剂。然而,它们的功效表现出很大的个体差异。目前,人们普遍认识到特定遗传变异之间的关联,主要位于ADRB2和ADCY9基因及其功效内。这个协会,通常由非同义单核苷酸多态性(SNP)的存在对蛋白质功能有很大影响。这些突变的患病率根据人群的种族组成而变化,因此了解不同人群的变异性特征将大大有助于标准化这些药物的使用。在这项研究中,我们对在里约热内卢州的两家医疗机构接受支气管扩张剂和/或皮质类固醇治疗的患者的ADRB2和ADCY9基因内的相关SNP进行了基于序列的基因分型。巴西。我们调查了c.46A>G的存在,c.79C>G,c.258G>A,ADRB2内c.491C>TSNP,ADCY9内c.1320018A>G。我们的结果与巴西和拉丁美洲个体的现有文献数据一致。
    Asthma is a chronic inflammatory respiratory condition, characterized by variable airflow limitation, leading to clinical symptoms such as dyspnea and chest tightness. These symptoms result from an underlying inflammatory process. The β2 agonists are bronchodilators prescribed for the relief of the disease. Nevertheless, their efficacy exhibits substantial interindividual variability. Currently, there is widespread recognition of the association between specific genetic variants, predominantly located within the ADRB2 and ADCY9 genes and their efficacy. This association, usually represented by the presence of non-synonymous single nucleotide polymorphisms (SNPs) have a strong impact in the protein functionality. The prevalence of these mutations varies based on the ethnic composition of the population and thus understanding the profiles of variability in different populations would contribute significantly to standardizing the use of these medications. In this study, we conducted a sequence-based genotyping of the relevant SNPs within the ADRB2 and ADCY9 genes in patients undergoing treatment with bronchodilators and/or corticosteroids at two healthcare facilities in the state of Rio de Janeiro, Brazil. We investigated the presence of c.46A>G, c.79C>G, c.252G>A, and c.491C>T SNPs within the ADRB2, and c.1320018 A>G within the ADCY9. Our results were in line with existing literature data with both for individuals in Brazil and Latin American.
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