pharmacogenetics

药物遗传学
  • 文章类型: Journal Article
    华法林由于其临床疗效和价格低廉,已成为需要终身抗凝的患者抗凝的首选。然而,华法林的抗凝作用受到许多药物的影响,食物,等。伴有出血和栓塞的高风险。维生素K环氧化物还原酶复合物1(VKORC1)和细胞色素P4502C9(CYP2C9)基因型变异可影响华法林的治疗剂量。然而,尚不清楚华法林剂量与肝功能之间是否存在相关性,不同基因型患者的肾功能和代谢标志物如尿酸(UA)。我们进行了一项单中心回顾性队列研究,以评估影响华法林剂量的因素,并建立华法林心脏瓣膜置换术患者的剂量转换模型。
    我们研究了343例机械心脏瓣膜置换术患者,比较不同华法林相关基因型(CYP2C9和VKORC1)患者的华法林剂量,并分析了肝功能之间的相关性,肾功能,心脏瓣膜置换术后不同基因型患者的UA和其他代谢标志物以及华法林剂量。
    基因型分析表明,72.01%的患者具有CYP2C9*1/*1和VKORC1突变AA基因型。单因素回归分析显示,华法林维持剂量与性别显著相关,年龄,体表面积(BSA),UA和基因型。与肝肾功能无相关性。多元线性回归分析表明,基因型和UA是影响华法林剂量的独立因素。
    在心脏瓣膜置换基因型CYP2C9*1/*1/VKORC1(GA+GG)患者中,UA含量与华法林剂量之间存在显著相关性,CYP2C9*1/*1/VKORC1AA和CYP2C9*1/*1/VKORC1AA。
    UNASSIGNED: Warfarin has become the first choice for anticoagulation in patients who need lifelong anticoagulation due to its clinical efficacy and low price. However, the anticoagulant effect of warfarin is affected by many drugs, foods, etc. accompanied by a high risk of bleeding and embolism. The Vitamin K epoxide reductase complex 1 (VKORC1) and Cytochrome P450 2C9 (CYP2C9) genotypic variation can influence the therapeutic dose of warfarin. However, it is not clear whether there is a correlation between warfarin dose and liver function, kidney function and metabolic markers such as uric acid (UA) in patients with different genotypes. We performed a single-center retrospective cohort study to evaluate the factors affecting warfarin dose and to establish a dose conversion model for warfarin patients undergoing heart valve replacement.
    UNASSIGNED: We studied 343 patients with a mechanical heart valve replacement, compared the doses of warfarin in patients with different warfarin-related genotypes (CYP2C9 and VKORC1), and analyzed the correlation between liver function, kidney function, UA and other metabolic markers and warfarin dose in patients with different genotypes following heart valve replacement.
    UNASSIGNED: Genotype analysis showed that 72.01% of patients had CYP2C9*1/*1 and VKORC1 mutant AA genotypes. Univariate regression analysis revealed that the warfarin maintenance dose was significantly correlated with gender, age, body surface area (BSA), UA and genotype. There was no correlation with liver or kidney function. Multiple linear regression analysis showed that BSA, genotype and UA were the independent factors influencing warfarin dose.
    UNASSIGNED: There is a significant correlation between UA content and warfarin dose in patients with heart valve replacement genotypes CYP2C9*1/*1/VKORC1(GA+GG), CYP2C9*1/*1/VKORC1AA and CYP2C9*1/*1/VKORC1AA.
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  • 文章类型: Journal Article
    背景:过量的自由基与迟发性运动障碍(TD)的病理生理学有关,和银杏叶提取物(EGb761)清除自由基,从而增强抗氧化酶如线粒体锰超氧化物歧化酶(MnSOD)。这项研究检查了EGb761治疗是否会改善TD症状并增加MnSOD活性,特别是在具有特定MnSODVal-9Ala基因型的TD患者中。
    方法:一项针对157名TD患者的EGb761(240mg/天)12周双盲临床试验是随机的。通过异常非自愿运动量表(AIMS)测量TD的严重程度,并在治疗前和治疗12周后测定血浆MnSOD活性。Further,在扩展样本中,我们比较了159TD中的MnSOD活性,227名非TD和280名健康对照,以及352TD中MnSODAla-9Val多态性的等位基因频率和基因型,486个非TD和1150个健康对照。
    结果:与安慰剂相比,EGb761显着减轻了TD患者的TD症状并增加了MnSOD活性(均p&#600.01)。此外,我们发现了基因型和治疗反应之间的相互作用(p&#600.001)。此外,在EGb761组中,携带Ala等位基因的患者的AIMS总分显著低于Val/Val基因型患者.此外,与健康对照或非TD患者相比,TD患者的MnSOD活性在基线时显着降低。
    结论:EGb761治疗可增强TD患者的低MnSOD活性,并在MnSODAla-9Val多态性的Ala等位基因患者中产生更大的TD症状改善。
    BACKGROUND: Excessive free radicals are implicated in the pathophysiology of tardive dyskinesia (TD), and Ginkgo biloba extract (EGb761) scavenges free radicals, thereby enhancing antioxidant enzymes such as mitochondrial manganese superoxide dismutase (MnSOD). This study examined whether EGb761 treatment would improve TD symptoms and increase MnSOD activity, particularly in TD patients with specific MnSOD Val-9Ala genotype.
    METHODS: An EGb761 (240 mg/day) 12-week double-blind clinical trial with 157 TD patients was randomized. The severity of TD was measured by the Abnormal Involuntary Movement Scale (AIMS) and plasma MnSOD activity was assayed before and after 12 weeks of treatment. Further, in an expanded sample, we compared MnSOD activity in 159 TD, 227 non-TD and 280 healthy controls, as well as the allele frequencies and genotypes for the MnSOD Ala-9Val polymorphism in 352 TD, 486 non-TD and 1150 healthy controls.
    RESULTS: EGb761 significantly reduced TD symptoms and increased MnSOD activity in TD patients compared to placebo (both p < 0.01). Moreover, we found an interaction between genotype and treatment response (p < 0.001). Furthermore, in the EGb761 group, patients carrying the Ala allele displayed a significantly lower AIMS total score than patients with the Val/Val genotype. In addition, MnSOD activity was significantly lower at baseline in TD patients compared with healthy controls or non-TD patients.
    CONCLUSIONS: EGb761 treatment enhanced low MnSOD activity in TD patients and produced greater improvement in TD symptoms in patients with the Ala allele of the MnSOD Ala-9Val polymorphism.
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  • 文章类型: Journal Article
    背景:在5-氟尿嘧啶和伊立替康治疗之前确定DPYD和UGT1A1多态性对于避免严重的药物不良反应至关重要。因此,对于最常见的DPYD和UGT1A1多态性,迫切需要准确可靠的基因分型方法.在这项研究中,我们介绍了一种新的聚合酶链反应(PCR)熔解曲线分析方法,用于区分DPYDc.1236G>A,c.1679T>G,c.2846A>T,IVS14+1G>A和UGT1A1*1、*28、*6(G71R)基因型。
    方法:在协议优化之后,这项技术被用于对28名患者进行基因分型,2023年3月至2023年10月在厦门大学第一附属医院招募。这些患者包括20例UGT1A1*1/*1,8例UGT1A1*1/*28,4例UGT1A1*28/*28,22例UGT1A1*6G/G,6与UGT1A1*6G/A,4与UGT1A1*6A/A,27与DPYD(c.1236)G/G,3与DPYD(c.1236)G/A,2与DPYD(c.1236)A/A,27与DPYD(c.1679)T/T,2与DPYD(c.1679)T/G,3与DPYD(c.1679)G/G,28与DPYD(c.2846A/T)A/A,2与DPYD(c.2846A/T)A/T,2与DPYD(c.2846A/T)T/T,28与DPYD(c。IVS14+1)G/G,2与DPYD(c。IVS14+1)G/G,和2与DPYD(c。IVS14+1)G/G,以及3个质粒标准。通过将结果与来自Sanger测序或多重定量PCR(qPCR)的结果进行比较来评估方法准确性。计算熔融温度(Tms)的运行内和运行间精度以评估可靠性,通过检测限检查评估灵敏度。
    结果:新方法准确地鉴定了所有基因型,并表现出比MultiplexqPCR更高的准确性。Tms的运行内和运行间变异系数均≤1.97%,标准偏差≤0.95°C。检测限为0.09ng/μL输入基因组DNA。
    结论:我们开发的PCR熔解曲线分析提供了准确的,可靠,快速,简单,以及DPYD和UGT1A1多态性的经济有效检测。它的应用可以很容易地扩展到配备荧光PCR平台的临床实验室。
    BACKGROUND: Determination of DPYD and UGT1A1 polymorphisms prior to 5-fluorouracil and irinotecan therapy is crucial for avoiding severe adverse drug effects. Hence, there is a pressing need for accurate and reliable genotyping methods for the most common DPYD and UGT1A1 polymorphisms. In this study, we introduce a novel polymerase chain reaction (PCR) melting curve analysis method for discriminating DPYD c.1236G > A, c.1679 T > G, c.2846A > T, IVS14 + 1G > A and UGT1A1*1, *28, *6 (G71R) genotypes.
    METHODS: Following protocol optimization, this technique was employed to genotype 28 patients, recruited between March 2023 and October 2023, at the First Affiliated Hospital of Xiamen University. These patients included 20 with UGT1A1 *1/*1, 8 with UGT1A1 *1/*28, 4 with UGT1A1 *28/*28, 22 with UGT1A1*6 G/G, 6 with UGT1A1*6 G/A, 4 with UGT1A1*6 A/A, 27 with DPYD(c.1236) G/G, 3 with DPYD(c.1236) G/A, 2 with DPYD(c.1236) A/A, 27 with DPYD(c.1679) T/T, 2 with DPYD(c.1679) T/G, 3 with DPYD(c.1679) G/G, 28 with DPYD(c.2846A/T) A/A, 2 with DPYD(c.2846A/T) A/T, 2 with DPYD(c.2846A/T) T/T, 28 with DPYD(c.IVS14 + 1) G/G, 2 with DPYD(c.IVS14 + 1) G/G, and 2 with DPYD(c.IVS14 + 1) G/G, as well as 3 plasmid standards. Method accuracy was assessed by comparing results with those from Sanger sequencing or Multiplex quantitative PCR(qPCR). Intra- and inter-run precision of melting temperatures (Tms) were calculated to evaluate reliability, and sensitivity was assessed through limit of detection examination.
    RESULTS: The new method accurately identified all genotypes and exhibited higher accuracy than Multiplex qPCR. Intra- and inter-run coefficients of variation for Tms were both ≤1.97 %, with standard deviations ≤0.95 °C. The limit of detection was 0.09 ng/μL of input genomic DNA.
    CONCLUSIONS: Our developed PCR melting curve analysis offers accurate, reliable, rapid, simple, and cost-effective detection of DPYD and UGT1A1 polymorphisms. Its application can be easily extended to clinical laboratories equipped with a fluorescent PCR platform.
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  • 文章类型: Journal Article
    目的:基质辅助激光解吸电离飞行时间质谱(MALDI-TOFMS)目前用于临床微生物学实验室。本研究旨在确定双极性飞行时间质谱(DP-TOFMS)是否可以应用于临床核苷酸检测。
    方法:这项前瞻性研究包括40名健康人和110名诊断为心血管疾病的患者。我们使用DP-TOFMS和Sanger测序来评估与心血管药物反应相关的11个基因的17个基因座。此外,我们使用DP-TOFMS对998份回顾性收集的临床DNA样本进行检测,结果已知.
    结果:A,T,通过DP-TOFMS和Sanger测序检测G核苷酸显示100%一致性,而C核苷酸一致性为99.86%。基于两种方法的结果的基因分型显示99.96%的一致性。关于临床应用,DP-TOFMS对已知基因座的一致性率为99.91%。DNA的最低检测限为0.4ng;测定间和测定内精准度均为100%。抗干扰分析表明,实验室环境中大于1013拷贝/微升的气溶胶污染可能会影响DP-TOFMS的结果。
    结论:DP-TOFMS平台显示出良好的检测性能,其与Sanger测序的一致性率为99.96%。因此,可应用于临床核苷酸检测。
    OBJECTIVE: Matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF MS) is currently used in clinical microbiology laboratories. This study aimed to determine whether dual-polarity time-of-flight mass spectrometry (DP-TOF MS) could be applied to clinical nucleotide detection.
    METHODS: This prospective study included 40 healthy individuals and 110 patients diagnosed with cardiovascular diseases. We used DP-TOF MS and Sanger sequencing to evaluate 17 loci across 11 genes associated with cardiovascular drug responses. In addition, we used DP-TOF MS to test 998 retrospectively collected clinical DNA samples with known results.
    RESULTS: A, T, and G nucleotide detection by DP-TOF MS and Sanger sequencing revealed 100% concordance, whereas the C nucleotide concordance was 99.86%. Genotyping based on the results of the two methods showed 99.96% concordance. Regarding clinical applications, DP-TOF MS yielded a 99.91% concordance rate for known loci. The minimum detection limit for DNA was 0.4 ng; the inter-assay and intra-assay precision rates were both 100%. Anti-interference analysis showed that aerosol contamination greater than 1013 copies/µL in the laboratory environment could influence the results of DP-TOF MS.
    CONCLUSIONS: The DP-TOF MS platform displayed good detection performance, as demonstrated by its 99.96% concordance rate with Sanger sequencing. Thus, it may be applied to clinical nucleotide detection.
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  • 文章类型: Journal Article
    由于其位于增强子中的遗传变异,个体对药物治疗的反应可能不同。这些变体可以改变转录因子(TF)的结合强度,影响增强子的染色质活性或相互作用,并最终改变下游基因的表达水平。这里,我们提出了一个计算框架,PERD,预测增强剂对药物的反应。使用从ENCODE和ROADMAP收集的成对表达和染色质可接近性数据,训练机器学习模型以从转录组数据预测全基因组染色质可接近性。然后将该模型应用于来自ConnectivityMap(CMAP)和癌症药物诱导的基因表达签名数据库(CDS-DB)的扰动基因表达数据,并鉴定具有显著改变的染色质可及性的药物应答增强子。此外,药物反应增强剂与药物基因组学全基因组关联研究(PGxGWAS)相关.在传统的药物相关基因签名上,PERD有望通过提供这些药物相关基因的候选调控元件来增强药物扰动的因果关系。
    Individual may response to drug treatment differently due to their genetic variants located in enhancers. These variants can alter transcription factor\'s (TF) binding strength, affect enhancer\'s chromatin activity or interaction, and eventually change expression level of downstream gene. Here, we propose a computational framework, PERD, to Predict the Enhancers Responsive to Drug. A machine learning model was trained to predict the genome-wide chromatin accessibility from transcriptome data using the paired expression and chromatin accessibility data collected from ENCODE and ROADMAP. Then the model was applied to the perturbed gene expression data from Connectivity Map (CMAP) and Cancer Drug-induced gene expression Signature DataBase (CDS-DB) and identify drug responsive enhancers with significantly altered chromatin accessibility. Furthermore, the drug responsive enhancers were related to the pharmacogenomics genome-wide association studies (PGx GWAS). Stepping on the traditional drug-associated gene signatures, PERD holds the promise to enhance the causality of drug perturbation by providing candidate regulatory element of those drug associated genes.
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  • 文章类型: Journal Article
    肾上腺皮质癌(ACC)是一种侵袭性内分泌恶性肿瘤,治疗选择有限。用米托坦治疗高级ACC,基石疗法,仍然具有挑战性,因此强调了在治疗前预测米托坦反应和寻求其他有效治疗策略的重要性。
    我们旨在通过使用患者来源的ACC细胞(PDC)的体外测定来确定米托坦的功效,确定与米托坦反应相关的分子生物标志物,并初步探索ACC的潜在药物。
    在17个PDC中进行了体外米托坦敏感性测试,并在8个PDC中进行了针对40种化合物的高通量筛选。使用外显子组和转录组测序在9个样品中评估遗传特征。
    PDCs表现出对米托坦治疗的不同敏感性。应答者(n=8)和非应答者(n=9)的中位细胞活力抑制率为48.4%(IQR:39.3-59.3%)和-1.2%(IQR:-26.4-22.1%),分别。应答者的IC50和AUC中位数显着降低(IC50:53.4µM对74.7µM,P<0.0001;AUC:158.0vs213.5,P<0.0001)。基因组分析显示CTNNB1体细胞改变仅在应答者中发现(3/5),而ZNRF3改变仅在非应答者中发现(3/4)。转录组学分析发现,与脂质代谢相关的途径在应答者肿瘤中上调,而CYP27A1和ABCA1表达与体外米托坦敏感性呈正相关。此外,药理学分析确定包括双硫仑在内的化合物,氯硝柳胺和硼替佐米对PDCs有疗效.
    ACCPDC可用于测试药物反应,药物再利用和指导个性化治疗。我们的结果表明,对米托坦的反应可能与对脂质代谢的依赖性有关。CYP27A1和ABCA1表达可能是米托坦反应的预测标志物,和双硫仑,氯硝柳胺和硼替佐米可能是潜在的治疗药物,两者都需要进一步调查。
    UNASSIGNED: Adrenocortical carcinoma (ACC) is an aggressive endocrine malignancy with limited therapeutic options. Treating advanced ACC with mitotane, the cornerstone therapy, remains challenging, thus underscoring the significance to predict mitotane response prior to treatment and seek other effective therapeutic strategies.
    UNASSIGNED: We aimed to determine the efficacy of mitotane via an in vitro assay using patient-derived ACC cells (PDCs), identify molecular biomarkers associated with mitotane response and preliminarily explore potential agents for ACC.
    UNASSIGNED: In vitro mitotane sensitivity testing was performed in 17 PDCs and high-throughput screening against 40 compounds was conducted in 8 PDCs. Genetic features were evaluated in 9 samples using exomic and transcriptomic sequencing.
    UNASSIGNED: PDCs exhibited variable sensitivity to mitotane treatment. The median cell viability inhibition rate was 48.4% (IQR: 39.3-59.3%) and -1.2% (IQR: -26.4-22.1%) in responders (n=8) and non-responders (n=9), respectively. Median IC50 and AUC were remarkably lower in responders (IC50: 53.4 µM vs 74.7 µM, P<0.0001; AUC: 158.0 vs 213.5, P<0.0001). Genomic analysis revealed CTNNB1 somatic alterations were only found in responders (3/5) while ZNRF3 alterations only in non-responders (3/4). Transcriptomic profiling found pathways associated with lipid metabolism were upregulated in responder tumors whilst CYP27A1 and ABCA1 expression were positively correlated to in vitro mitotane sensitivity. Furthermore, pharmacologic analysis identified that compounds including disulfiram, niclosamide and bortezomib exhibited efficacy against PDCs.
    UNASSIGNED: ACC PDCs could be useful for testing drug response, drug repurposing and guiding personalized therapies. Our results suggested response to mitotane might be associated with the dependency on lipid metabolism. CYP27A1 and ABCA1 expression could be predictive markers for mitotane response, and disulfiram, niclosamide and bortezomib could be potential therapeutics, both warranting further investigation.
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  • 文章类型: Journal Article
    近年来,FDA已经批准了许多基于突变的抗癌药物用于临床。这些药物提高了治疗的精度,减少了不良反应和副作用。个性化治疗是当前医学的突出热点,也代表着未来的发展方向。随着基因测序和高通量筛选技术的不断进步,个性化临床药物的研发策略发展迅速。这篇综述阐述了最近的个性化治疗策略,其中包括人工智能,多组学分析,化学蛋白质组学,和计算辅助药物设计。这些技术依赖于疾病的分子分类,生物体内的全球信号网络,和所有目标的新模型,这极大地支持了个性化医疗的发展。同时,我们总结化学药物,如洛拉替尼,奥希替尼,和其他天然产品,提供基于基因突变的个性化治疗效果。这篇综述还强调了解释基因突变和药物组合方面的潜在挑战。同时为肿瘤研究中个体化医学和药物基因组学的发展提供新的思路。
    In recent years, the FDA has approved numerous anti-cancer drugs that are mutation-based for clinical use. These drugs have improved the precision of treatment and reduced adverse effects and side effects. Personalized therapy is a prominent and hot topic of current medicine and also represents the future direction of development. With the continuous advancements in gene sequencing and high-throughput screening, research and development strategies for personalized clinical drugs have developed rapidly. This review elaborates the recent personalized treatment strategies, which include artificial intelligence, multi-omics analysis, chemical proteomics, and computation-aided drug design. These technologies rely on the molecular classification of diseases, the global signaling network within organisms, and new models for all targets, which significantly support the development of personalized medicine. Meanwhile, we summarize chemical drugs, such as lorlatinib, osimertinib, and other natural products, that deliver personalized therapeutic effects based on genetic mutations. This review also highlights potential challenges in interpreting genetic mutations and combining drugs, while providing new ideas for the development of personalized medicine and pharmacogenomics in cancer study.
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  • 文章类型: Journal Article
    背景:伊马替尼在白血病细胞中的生物利用度降低导致临床反应不良。我们研究了伊马替尼的遗传多态性对190例慢性髓性白血病(CML)患者的药代动力学和临床反应的影响。
    方法:使用焦磷酸测序对单核苷酸多态性进行基因分型。使用液相色谱-串联质谱法测量伊马替尼的血浆谷水平。
    结果:携带ABCB1TT基因型的患者(rs1045642、rs2032582和rs1128503),CYP3A5-rs776746的GG基因型和ABCG2-rs2231142多态性的AA基因型显示伊马替尼浓度较高。ABCB1的T等位基因患者(rs1045642,rs2032582和rs1128503),ABCG2-rs2231142的等位基因和CYP3A5-rs776746多态性的G等位基因显示出更好的细胞遗传学反应和分子反应。在多变量分析中,CYP3A5-rs776746G等位基因的携带者表现出更高的完全细胞遗传学反应(CCyR)和主要分子反应(MMR)。同样,ABCB1-rs1045642和rs1128503的T等位基因患者的CCyR率显著升高.ABCG2-rs2231142等位基因A的患者与较高的MMR率相关。CYP3A5-rs776746的AA基因型和ABCB1-rs104562的CC基因型以及rs1128503多态性与伊马替尼失败的较高风险相关。CYP3A5-rs776746的G等位基因患者表现出更高的贫血发生率,ABCB1-rs2032582的T等位基因显示腹泻发生率增加。
    结论:ABCB1,ABCG2和CYP3A5基因的基因分型可以在CML患者的治疗中考虑,以调整治疗和优化临床结果。
    BACKGROUND: Diminished bioavailability of imatinib in leukemic cells contributes to poor clinical response. We examined the impact of genetic polymorphisms of imatinib on the pharmacokinetics and clinical response in 190 patients with chronic myeloid leukaemia (CML).
    METHODS: Single nucleotide polymorphisms were genotyped using pyrophosphate sequencing. Plasma trough levels of imatinib were measured using liquid chromatography-tandem mass spectrometry.
    RESULTS: Patients carrying the TT genotype for ABCB1 (rs1045642, rs2032582, and rs1128503), GG genotype for CYP3A5-rs776746 and AA genotype for ABCG2-rs2231142 polymorphisms showed higher concentration of imatinib. Patients with T allele for ABCB1 (rs1045642, rs2032582, and rs1128503), A allele for ABCG2-rs2231142, and G allele for CYP3A5-rs776746 polymorphisms showed better cytogenetic response and molecular response. In multivariate analysis, carriers of the CYP3A5-rs776746 G allele exhibited higher rates of complete cytogenetic response (CCyR) and major molecular response (MMR). Similarly, patients with the T allele of ABCB1-rs1045642 and rs1128503 demonstrated significantly increased CCyR rates. Patients with the A allele of ABCG2-rs2231142 were associated with higher MMR rates. The AA genotype for CYP3A5-rs776746, and the CC genotype for ABCB1-rs104562, and rs1128503 polymorphisms were associated with a higher risk of imatinib failure. Patients with the G allele for CYP3A5-rs776746 exhibited a higher incidence of anemia, and T allele for ABCB1-rs2032582 demonstrated an increased incidence of diarrhea.
    CONCLUSIONS: Genotyping of ABCB1, ABCG2, and CYP3A5 genes may be considered in the management of patients with CML to tailor therapy and optimize clinical outcomes.
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  • 文章类型: Journal Article
    背景:狼疮性肾炎(LN)是SLE的一种并发症,其特征是免疫功能障碍和氧化应激(OS)。LN的选项有限。我们旨在识别与LN相关的操作系统,强调需要非侵入性诊断和治疗方法。
    方法:从基因表达综合数据集(GSE32591,GSE112943和GSE104948)和OS相关DEG分子特征数据库(OSEG)中提取LN差异表达基因(DEG)。对与LN相关的OSEG进行功能富集分析。加权基因共表达网络分析确定了与OS-LN相关的hub基因。通过最小绝对收缩和选择操作员将这些中心OSEG细化为生物标志物候选。使用受试者工作特征(ROC)曲线和列线图验证LN预后的预测值。我们使用单样本基因集富集分析和CIBERSORT评估了LN免疫细胞浸润。此外,基因集富集分析探索了LN中枢纽OSEGs的功能富集。
    结果:该研究确定了四个hub基因,即STAT1、PRODH、TXN2和SETX,与LN相关的操作系统关联。这些基因的诊断潜力得到了验证,通过ROC和列线图阐明了它们在LN发病机制中的参与。此外,观察到与hubOSEG表达相关的LN中免疫细胞组成的改变。免疫组织化学分析显示hub基因与活化的B细胞和CD8T细胞最相关。最后,我们发现OSEGs的富集途径主要涉及PI3K-Akt途径和Janus激酶-信号转导子和转录激活因子途径。
    结论:这些发现有助于提高我们对操作系统之间复杂相互作用的理解,LN中的免疫失调和分子途径,为识别潜在的诊断生物标志物和治疗靶点奠定基础。
    BACKGROUND: Lupus nephritis (LN) is a complication of SLE characterised by immune dysfunction and oxidative stress (OS). Limited options exist for LN. We aimed to identify LN-related OS, highlighting the need for non-invasive diagnostic and therapeutic approaches.
    METHODS: LN-differentially expressed genes (DEGs) were extracted from Gene Expression Omnibus datasets (GSE32591, GSE112943 and GSE104948) and Molecular Signatures Database for OS-associated DEGs (OSEGs). Functional enrichment analysis was performed for OSEGs related to LN. Weighted gene co-expression network analysis identified hub genes related to OS-LN. These hub OSEGs were refined as biomarker candidates via least absolute shrinkage and selection operator. The predictive value was validated using receiver operating characteristic (ROC) curves and nomogram for LN prognosis. We evaluated LN immune cell infiltration using single-sample gene set enrichment analysis and CIBERSORT. Additionally, gene set enrichment analysis explored the functional enrichment of hub OSEGs in LN.
    RESULTS: The study identified four hub genes, namely STAT1, PRODH, TXN2 and SETX, associated with OS related to LN. These genes were validated for their diagnostic potential, and their involvement in LN pathogenesis was elucidated through ROC and nomogram. Additionally, alterations in immune cell composition in LN correlated with hub OSEG expression were observed. Immunohistochemical analysis reveals that the hub gene is most correlated with activated B cells and CD8 T cells. Finally, we uncovered that the enriched pathways of OSEGs were mainly involved in the PI3K-Akt pathway and the Janus kinase-signal transducer and activator of transcription pathway.
    CONCLUSIONS: These findings contribute to advancing our understanding of the complex interplay between OS, immune dysregulation and molecular pathways in LN, laying a foundation for the identification of potential diagnostic biomarkers and therapeutic targets.
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  • 文章类型: Journal Article
    探讨药物遗传学检测在成年男性精神分裂症患者个体化药物治疗中的临床应用价值。共有186名成年精神分裂症患者入选,并随机分为药物遗传学(PGx)干预组和标准护理组。在PGx干预组中,进行了PGx测试,根据药物基因组学分析结果调整用药方案。相比之下,在标准护理组中,患者根据医生的用药经验进行治疗。精神分裂症主要指标的差异,阳性和阴性症状量表(PANSS),和次要疗效指标,临床整体印象-疾病严重程度量表(CGI-SI)和临床整体印象-全球改善量表(CGI-GI),比较干预组和标准护理组。在基线,PGx干预组由109人组成,而标准护理组有77名参与者.治疗12周后,49人退出PGx组(辍学率为45.0%),34人退出标准护理组(辍学率为44.2%),两组的辍学率无显著差异。随访3、6、12周,PGx干预组PANSS评分降低率明显优于标准护理组(P<0.05)。在第12周,PGx干预组的治疗有效率为81.7%,显著超过标准护理组的48.8%(比值比为4.67,95%置信区间为1.96-11.41;P=0.001).此外,无论患者是首次发作还是复发,PGx干预均显著优于标准治疗(P<0.05).此外,PGx干预组的全球功能评估(GAF)评分和个人和社会绩效量表(PSP)评分变化均与标准护理组差异有统计学意义(P<0.05).值得注意的是,PGx干预同样改善了有和没有精神障碍家族史的患者的预后结果。总之,应用基于PGx检测的PGx干预治疗模式,可显著提高精神分裂症患者的用药疗效,缩短用药时间,达到用药效果。
    To investigate the clinical application value of pharmacogenetic testing in individualized drug therapy for adult male patients with schizophrenia. A total of 186 adult patients with schizophrenia were enrolled and randomised into the pharmacogenetic (PGx) intervention group and the standard care group. In the PGx intervention group, PGx testing was performed, and the medication regimen was adjusted according to the results of the pharmacogenomic analysis. In contrast, in the standard care group, patients were treated according to the physician\'s medication experience. Differences in the primary indicator of schizophrenia, the Positive and Negative Symptom Scale (PANSS), and the secondary efficacy measures, the Clinical Global Impressions-Severity of Illness scale (CGI-SI) and Clinical Global Impressions-Global Improvement (CGI-GI) scale, were compared between the intervention and standard care groups. At baseline, the PGx intervention group consisted of 109 individuals, while the standard care group had 77 participants. After 12 weeks of treatment, 49 individuals withdrew from the PGx group (a dropout rate of 45.0%), and 34 withdrew from the standard care group (a dropout rate of 44.2%), with no significant difference in dropout rates between the two groups. The PANSS score reduction rate in the PGx intervention group significantly exceeded that of the standard care group during weeks 3, 6, and 12 of follow-up (P < 0.05). At the 12th week, the PGx intervention group achieved a treatment response rate of 81.7%, significantly surpassing the 48.8% of the standard care group (odds ratio of 4.67, 95% confidence interval of 1.96-11.41; P = 0.001). Furthermore, the PGx intervention was significantly more effective than standard care regardless of whether the patient had a first episode or a relapse (P < 0.05). Furthermore, the Global Assessment of Functioning (GAF) scores and the Personal and Social Performance Scale (PSP) score changes in the PGx intervention group were both significantly different from those in the standard care group (P < 0.05). It is noteworthy that the PGx intervention similarly improves the prognostic outcomes for patients with and without a family history of mental disorders. In conclusion, the application of a PGx intervention treatment model based on PGx testing can significantly improve medication efficacy and shorten the time to achieve the effects of medication in schizophrenia.
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