immunosuppressive drugs

免疫抑制药物
  • 文章类型: Journal Article
    给予免疫抑制药物(ISD)以避免移植后的同种异体排斥反应。应密切监测ISD的浓度,因为其药代动力学的个体间差异很大,治疗窗口狭窄。目前,全血浓度测量是器官移植临床ISD治疗药物监测的主要方法。其与ISD疗效的相关性仍然难以捉摸。即使全血ISD浓度在目标范围内,移植后也可能发生急性排斥反应。由于ISD的作用部位在淋巴细胞内,直接测量靶细胞中的药物暴露可以更准确地反映ISD的临床疗效。尽管已经开发了几种方法用于外周血单核细胞(PBMC)提取和药物浓度测量,复杂的预处理限制了对细胞内ISDs浓度与排斥反应发生之间关系的研究。在这项研究中,PBMC中ISDs的提取采用液-液萃取法进行低温纯化,没有离心。环孢素A的定量下限为0.2ng/mL,他克莫司和西罗莫司,霉酚酸1.0ng/mL,运行中和运行间变异系数均小于12.4%。霉酚酸的校准曲线线性范围(ng/mL):1.0-128.0(r2=0.9992)。其他三种ISD的校准曲线的线性范围(ng/mL)为0.2-20.48(r2>0.9956)。通过UPLC-MS/MS分析总共157个临床样品的血液或血浆([ISD]血液或血浆)中的ISD浓度和PBMC内的浓度([ISD]PBMC)。尽管[ISD]PBMC和[ISD]血液或血浆之间有很强的关联,在一小部分临床样本中观察到[ISD]血液或血浆中的浓度与[ISD]PBMC之间的巨大差异.该方法分析时间短,血样量少,可成功应用于PBMC中ISDs的治疗药物监测,用于大量临床样品的分析,有助于探索PBMC中ISDs浓度的临床价值。
    Immunosuppressive drugs (ISDs) are given to avoid the allograft rejection after transplantation. The concentrations of ISDs should be closely monitored owing to their wide inter-individual variability in its pharmacokinetics and narrow therapeutic window. Currently, the whole blood concentration measurement is the major approach of therapeutic drug monitoring of clinical ISDs in organ transplantation. Its correlation with the efficacy of ISDs remains elusive. While the acute rejection after transplantation may occur even when whole-blood ISDs concentrations are within the target range. Since the site of action of ISDs are within the lymphocyte, direct measurement of drug exposure in target cells may more accurately reflect the clinical efficacy of ISDs. Although several methods have been developed for the peripheral blood mononuclear cells (PBMCs) extraction and drug concentration measurement, the complex pre-processing has limited the study of the relationship between intracellular ISDs concentrations and the occurrence of rejection. In this study, the extraction of ISDs in PBMCs was carried out by the liquid-liquid extraction with low temperature purification, without centrifugation. The lower limit of quantitation were 0.2 ng/mL for cyclosporine A, tacrolimus and sirolimus, 1.0 ng/mL for mycophenolic acid, and the within-run and between-run coefficient of variations were both less than 12.4 %. The calibration curves of mycophenolic acid had a linear range (ng/mL): 1.0-128.0 (r2 = 0.9992). The calibration curves of other three ISDs had a linear range (ng/mL): 0.2-20.48 (r2 > 0.9956). A total of 157 clinical samples were analyzed by the UPLC-MS/MS for ISDs concentration in blood or plasma ([ISD]blood or plasma) and the concentration within PBMCs ([ISD]PBMC). Although there was strong association between [ISD]PBMC and [ISD]blood or plasma, the large discrepancies between concentration within [ISD]blood or plasma and [ISD]PBMC were observed in a small proportion of clinical samples. The developed method with short analysis time and little amounts of blood sample can be successfully applied to therapeutic drug monitoring of ISDs in PBMCs for analysis of large numbers of clinical samples and is helpful to explore the clinical value of ISDs concentration in PBMCs.
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  • 文章类型: Journal Article
    背景:滤泡辅助性T细胞(Tfh)是参与抗原特异性B细胞免疫的辅助性T细胞的细分。Tfh细胞在生发中心(GC)的T细胞/B细胞相互作用中起重要作用,Tfh作用的失调可以提供致病性自身抗体形成并导致自身免疫性疾病的发展。本研究旨在评估自身免疫性疾病中Tfh频率及其相关细胞因子的变化,它与疾病阶段的联系,严重程度,预后,以及免疫抑制治疗对Tfh人群的影响。
    方法:该研究遵循了2020年系统审查和荟萃分析(PRISMA)声明的首选报告项目。电子数据库,包括PubMed,Scopus,WebofScience,和Embase,在2024年1月1日之前系统搜索潜在合格的研究。
    结果:我们在最初的搜索中确定了4998篇文章,1686年类似的标题被删除。共初步筛选3312篇,通过标题/摘要筛选排除了3051篇文章。共有261项研究被考虑用于全文评估,205篇文章被排除在外。最后,共有56项研究纳入我们的综述.
    结论:与健康对照相比,自身免疫性疾病中的Tfh细胞群体通常较高。此外,Tfh细胞的数量与疾病的严重程度相关,可用于确定研究的预后。此外,外周血循环Tfh(cTfh)细胞是可用作诊断疾病的指标的可用样品。
    BACKGROUND: T follicular helper (Tfh) cells are a subdivision of T helper cells involved in antigen-specific B cell immunity. Tfh cells play an essential role in the interaction of T cells/B cells in the germinal centers (GC), and dysregulation of Tfh actions can offer pathogenic autoantibody formation and lead to the development of autoimmune diseases. This study seeks to evaluate changes in Tfh frequency and its related cytokines in autoimmune disease, its association with disease phase, severity, prognosis, and the effect of immunosuppressive treatment on the Tfh population.
    METHODS: The study adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 Statement. Electronic databases, including PubMed, Scopus, Web of Science, and Embase, were systematically searched for potentially eligible studies up to January 1, 2024.
    RESULTS: We identified 4998 articles in the initial search, from which 1686 similar titles were removed. A total of 3312 articles were initially screened, and 3051 articles were excluded by title/abstract screening. A total of 261 studies were considered for full-text assessment, and 205 articles were excluded by reason. Finally, a total of 56 studies were included in our review.
    CONCLUSIONS: The population of Tfh cells is generally higher in autoimmune diseases versus Health control. Moreover, the number of Tfh cells is associated with the disease severity and can be considered for determining the prognosis of studies. Also, peripheral blood circulating Tfh (cTfh) cells are an available sample that can be used as an indicator for diagnosing diseases.
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  • 文章类型: Journal Article
    角膜新生血管形成会损害视力并导致生活质量差。发病机制涉及血管生成因子的复杂相互作用,血管内皮生长因子(VEGF)。这篇综述提供了角膜新生血管的潜在治疗的全面概述。涵盖金属蛋白酶(TIMPs)的组织抑制剂,转化生长因子β(TGF-β)抑制剂,白细胞介素-1L受体拮抗剂(IL-1Ra),一氧化氮合酶(NOS)亚型,半乳糖凝集素-3抑制剂,视网膜色素上皮衍生因子(PEDF),血小板衍生生长因子(PDGF)受体抑制剂,和手术治疗。常规治疗包括抗VEGF治疗和激光治疗,而新兴的治疗如免疫抑制药物(环孢素和雷帕霉素)已经被探索。氯沙坦和核心蛋白聚糖是减轻TGF-β诱导的纤维化的潜在抗纤维化药物。眼部纳米系统是促进治疗剂靶向释放的创新药物递送平台。基因疗法,如小干扰RNA和反义寡核苷酸,是选择性抑制血管生成相关基因表达的有前途的方法。Aganirsen在减少角膜新生血管形成面积方面是有效的,而没有显著的副作用。这些多方面的方法强调了角膜新生血管化管理的复杂性,并突出了提高治疗效果的想法。此外,讨论了联合治疗的重要性以及需要进一步研究以开发特异性抑制剂,同时考虑其治疗效果和潜在的不良反应.
    Corneal neovascularization can impair vision and result in a poor quality of life. The pathogenesis involves a complex interplay of angiogenic factors, notably vascular endothelial growth factor (VEGF). This review provides a comprehensive overview of potential therapies for corneal neovascularization, covering tissue inhibitors of metalloproteinases (TIMPs), transforming growth factor beta (TGF-β) inhibitors, interleukin-1L receptor antagonist (IL-1 Ra), nitric oxide synthase (NOS) isoforms, galectin-3 inhibitors, retinal pigment epithelium-derived factor (PEDF), platelet-derived growth factor (PDGF) receptor inhibitors, and surgical treatments. Conventional treatments include anti-VEGF therapy and laser interventions, while emerging therapies such as immunosuppressive drugs (cyclosporine and rapamycin) have been explored. Losartan and decorin are potential antifibrotic agents that mitigate TGF-β-induced fibrosis. Ocular nanosystems are innovative drug-delivery platforms that facilitate the targeted release of therapeutic agents. Gene therapies, such as small interfering RNA and antisense oligonucleotides, are promising approaches for selectively inhibiting angiogenesis-related gene expression. Aganirsen is efficacious in reducing the corneal neovascularization area without significant adverse effects. These multifaceted approaches underscore the corneal neovascularization management complexity and highlight ideas for enhancing therapeutic outcomes. Furthermore, the importance of combination therapies and the need for further research to develop specific inhibitors while considering their therapeutic efficacy and potential adverse effects are discussed.
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  • 文章类型: Journal Article
    由于使用不同类型的治疗方法,银屑病患者可能比正常人群受到COVID-19不同的影响,包括免疫抑制剂和生物疗法,有效性降低的可能性,以及疫苗的不同副作用。本研究旨在评估COVID-19的流行病学和临床特征以及银屑病治疗对其的影响。
    在2020年3月至2022年7月期间在我们诊所随访的牛皮癣患者的临床人口学特征进行了评估,治疗方法,和COVID-19疫苗接种状况,并比较COVID-19病史。
    总共评估了110例患者(女性:男性比例=1:1.2),平均年龄为45.6±14.3岁。30例患者(27.2%)在银屑病治疗期间出现COVID-19。未接种疫苗的患者患COVID-19(6/11,55%)的频率高于接种疫苗的患者(24/99,24%),但无统计学意义(p=0.067).尽管接受生物治疗的患者也比接受其他类型治疗的患者更频繁地感染SARS-CoV-2(18/53[34%]与12/57[21%],分别),差异再次无统计学意义.一名使用阿维A的高血压患者因COVID-19肺部受累而住院。在发展为COVID-19的患者中未观察到牛皮癣的恶化,而两名患者在接种COVID-19mRNA后发生牛皮癣发作。
    牛皮癣患者应接种COVID-19疫苗,因为接种疫苗可以预防这种疾病,并且不会导致严重的副作用。尽管使用生物制剂治疗牛皮癣可能与感染COVID-19的风险更高有关,但这些药物不会增加严重COVID-19的风险。因此,它们可能有助于降低银屑病加重和严重COVID-19的风险,因为使用生物制剂治疗银屑病的患者中存在细胞因子风暴。然而,需要大规模的对照研究来支持我们的结论.
    UNASSIGNED: Psoriasis patients may have been affected by COVID-19 differently than the normal population due to using different types of treatments, including immunosuppressive agents and biological therapies, the probability of lower effectiveness, and different side effects of the vaccines. This study aimed to evaluate the epidemiologic and clinical features of COVID-19 and the effect of the psoriasis treatment on it.
    UNASSIGNED: Psoriasis patients followed up in our clinic between March 2020 and July 2022 were evaluated in terms of clinicodemographic characteristics, treatment methods, and COVID-19 vaccination status and compared regarding COVID-19 history.
    UNASSIGNED: A total of 110 patients (female:male ratio=1:1.2) with a mean age of 45.6±14.3 years were evaluated. Thirty patients (27.2%) developed COVID-19 during psoriasis treatment. Unvaccinated patients had COVID-19 (6/11, 55%) more frequently than vaccinated ones (24/99, 24%), but it was not statistically significant (p=0.067). Although patients who received biological therapy were also more frequently infected with SARS-CoV-2 than patients who received other types of therapies (18/53 [34%] versus 12/57 [21%], respectively), the difference was again not statistically significant.A patient with hypertension using acitretin was hospitalized for pulmonary involvement because of COVID-19. No exacerbation of psoriasis was observed in patients who developed COVID-19, while psoriasis flares occurred following COVID-19 mRNA vaccination in two patients.
    UNASSIGNED: Patients with psoriasis should get vaccinated against COVID-19, as vaccination prevents the disease and does not result in serious side effects. Although using biological agents for the treatment of psoriasis could be related to a higher risk of getting COVID-19, these agents do not increase the risk of severe COVID-19. Therefore, they may be beneficial in reducing the risk of both psoriasis exacerbations and severe COVID-19 due to the cytokine storm among patients using biological for psoriasis.However, large-scale and controlled studies are needed to support our conclusions.
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  • 文章类型: Journal Article
    严重急性呼吸道综合征冠状病毒2(SARS-CoV-2)与肾移植受者(KTR)的高死亡率有关。目前的KTRs疫苗策略似乎无法提供有效的预防2019年冠状病毒病(COVID-19),和严重疾病的发生在一些接种KTRs表明缺乏免疫力。我们最初分析了一组32例肾移植受者(KTR)的抗体反应,随后在Desio医院PioXI的肾脏病学和透析部门进行了分析,ASST-Brianza,意大利。因此,我们研究了在加强治疗后感染SARS-CoV-2的受试者(8人)和未感染SARS-CoV-2的受试者(24人)之间抗体水平的差异.此外,我们验证了抗体应答是否与肌酐和eGFR水平相关.使用Roche测定和DIAPRO测定,我们观察到加强前的抗体应答与加强后相比显著增加。在后者中,通过免疫分型,我们强调,这种增加的主要贡献是由于IgGS1IgMS2。我们观察到感染SARS-CoV-2的受试者中IgAS1和IgANCP的显着增加(p=0.045,0.02)。我们没有发现针对所有测定的抗体应答与肌酸酐水平之间的错误发现率(FDR)校正的p值的显著关联。这一观察结果使我们能够确认患者由于其免疫受损状态和治疗而需要额外的疫苗加强剂,以保护他们免受与病毒变体相关的感染。这与文献报道的数据一致,深入研究这些现象,以更好地了解IgAS1和IgANCP抗体在SARS-CoV-2感染中的作用。
    Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is associated with a high rate of mortality in kidney transplant recipients (KTRs). Current vaccine strategies for KTRs seem to be unable to provide effective protection against coronavirus disease 2019 (COVID-19), and the occurrence of severe disease in some vaccinated KTRs suggested a lack of immunity. We initially analyzed the antibody response in a group of 32 kidney transplant recipients (KTRs) followed at the nephrology and dialysis unit of the Hospital Pio XI of Desio, ASST-Brianza, Italy. Thus, we studied the differences in antibody levels between subjects who contracted SARS-CoV-2 after the booster (8 individuals) and those who did not contract it (24 individuals). Furthermore, we verified if the antibody response was in any way associated with creatinine and eGFR levels. We observed a significant increase in the antibody response pre-booster compared to post-booster using both a Roche assay and DIAPRO assay. In the latter, through immunotyping, we highlight that the major contribution to this increase is specifically due to IgG S1 IgM S2. We observed a significant increase in IgA S1 and IgA NCP (p = 0.045, 0.02) in the subjects who contracted SARS-CoV-2. We did not find significant associations for the p-value corrected for false discovery rate (FDR) between the antibody response to all assays and creatinine levels. This observation allows us to confirm that patients require additional vaccine boosters due to their immunocompromised status and therapy in order to protect them from infections related to viral variants. This is in line with the data reported in the literature, and it could be worthwhile to deeply explore these phenomena to better understand the role of IgA S1 and IgA NCP antibodies in SARS-CoV-2 infection.
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  • 文章类型: Journal Article
    移植是几种终末期器官缺陷的首选治疗方法:它大大提高了患者的生存率和生活质量。然而,移植后受者可能会经历排斥反应,这可能有利于或最终导致移植物丢失。移植物维持需要复杂且终生的免疫抑制治疗。不同的免疫抑制药物(即,钙调磷酸酶抑制剂,糖皮质激素,生物免疫抑制剂,哺乳动物雷帕霉素抑制剂,和抗增殖或抗代谢剂)联合使用以减轻针对同种异体移植物的免疫反应。不幸的是,使用这些抗排斥药物可能会导致机会性感染,代谢(例如,移植后糖尿病)或心血管(例如,动脉高血压)疾病,癌症(例如,非霍奇金淋巴瘤)和其他不良反应。最近,免疫抑制药物也与肠道微生物组改变有关,被称为生态失调,并被证明会影响肠道微生物群衍生的短链脂肪酸(SCFA)的产生。SCFA在生理条件下发挥重要的免疫调节作用,它们在移植患者中的损害可以部分抵消免疫抑制药物的作用,从而导致有害途径的激活和移植物排斥。在这次审查中,我们将首先概述通过免疫抑制方案预防的移植物排斥反应的机制.接下来,我们将解释移植过程中肠道菌群的动态变化,专注于SCFA。最后,我们将描述SCFA在调节免疫炎症反应方面的已知功能,并讨论SCFA受损对免疫抑制药物治疗患者的影响.
    Transplantation is the treatment of choice for several end-stage organ defects: it considerably improves patient survival and quality of life. However, post-transplant recipients may experience episodes of rejection that can favor or ultimately lead to graft loss. Graft maintenance requires a complex and life-long immunosuppressive treatment. Different immunosuppressive drugs (i.e., calcineurin inhibitors, glucocorticoids, biological immunosuppressive agents, mammalian target of rapamycin inhibitors, and antiproliferative or antimetabolic agents) are used in combination to mitigate the immune response against the allograft. Unfortunately, the use of these antirejection agents may lead to opportunistic infections, metabolic (e.g., post-transplant diabetes mellitus) or cardiovascular (e.g., arterial hypertension) disorders, cancer (e.g., non-Hodgkin lymphoma) and other adverse effects. Lately, immunosuppressive drugs have also been associated with gut microbiome alterations, known as dysbiosis, and were shown to affect gut microbiota-derived short-chain fatty acids (SCFA) production. SCFA play a key immunomodulatory role in physiological conditions, and their impairment in transplant patients could partly counterbalance the effect of immunosuppressive drugs leading to the activation of deleterious pathways and graft rejection. In this review, we will first present an overview of the mechanisms of graft rejection that are prevented by the immunosuppressive protocol. Next, we will explain the dynamic changes of the gut microbiota during transplantation, focusing on SCFA. Finally, we will describe the known functions of SCFA in regulating immune-inflammatory reactions and discuss the impact of SCFA impairment in immunosuppressive drug treated patients.
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  • 文章类型: Journal Article
    一旦进行了实体器官移植(SOT),有必要开免疫抑制剂药物以防止移植物排斥。这项任务的特点是,许多这些药物在技术数据表中没有移植使用的具体适应症。我们对欧洲和美国监管机构提供的不同免疫抑制药物信息进行了审查,以便根据SOT的类型分析批准的适应症。在我们的工作中,除了显示不同SOT模式下不同适应症批准之间的差异外,我们还试图根据年龄组反映批准的适应症下的其他差异,配方类型,地理区域,等。尽管已经发表了关于这一主题的共识文件,免疫抑制剂的获得取决于每个国家的监管和医疗保健系统,标签外处方是医疗保健专业人员需要熟悉的现实。
    Once a solid organ transplantation (SOT) has been performed, it is necessary to prescribe immunosuppressant medication to prevent graft rejection. This task has the peculiarity that many of these drugs do not have specific indications for transplant use in the technical data sheets. We performed a review of different immunosuppressive drugs\' information available at European and American regulatory agencies in order to analyze the approved indications by the type of SOT. In our work, besides showing these differences between different indication approvals in different SOT modalities, we also attempted to reflect other differences under the approved indications according to age group, formulation type, geographical area, etc. Although consensus documents on the subject have been published, the access to immunosuppressants depends on each country\'s regulation and healthcare system, and off-label prescription is a reality that healthcare professionals need to be familiar with.
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  • 文章类型: Case Reports
    淋巴增生性疾病(LPD)是在接受免疫抑制药物(ISD)的类风湿性关节炎(RA)患者中出现的严重并发症。这里,我们报告一名73岁女性在60岁时被诊断患有RA,并接受甲氨蝶呤治疗,丁香胺,泼尼松龙,和英夫利昔单抗。她因全身不适被转诊到我们医院,全血细胞减少症,右肾上腺肿块,主动脉周围淋巴结肿大。在血清中检测到EB病毒(EBV)。我们怀疑LPD发展并做了骨髓活检,无法检测到恶性细胞。ISD撤出后,她的症状和血细胞计数都有所改善,右侧肾上腺肿块和肿大的淋巴结消退。对患者进行临床LPD随访。然而,初次到我们医院就诊7个月后,她出现了发烧和全血细胞减少症。重复的骨髓活检证实了EBV阳性弥漫性大B细胞淋巴瘤并发噬血细胞综合征(HPS)的诊断。脉冲类固醇治疗后,病人接受了利妥昔单抗,环磷酰胺,阿霉素,长春新碱,和泼尼松治疗,这导致了一个完整的回应。总之,当RA患者在ISD治疗期间发生LPDs时,ISDs撤药后部分缓解后,LPDs会进展并使HPS复杂化。因此,我们应该仔细随访患有LPDs的RA患者,旨在实现LPD的早期诊断,并迅速开始化疗。
    Lymphoproliferative disorders (LPDs) are serious complications that arise in patients with rheumatoid arthritis (RA) receiving immunosuppressive drugs (ISDs). Here, we reported a 73-year-old woman diagnosed with RA at 60 years of age and treated with methotrexate, bucillamine, prednisolone, and infliximab. She was referred to our hospital, Osaka Metropolitan University Hospital, with general malaise, pancytopenia, a right adrenal mass, and enlarged periaortic lymph nodes. Epstein-Barr virus was detected in serum. We suspected LPD development and performed a bone marrow biopsy, on which no malignant cells could be detected. Upon ISDs withdrawal, her symptoms and blood counts improved, and the right adrenal mass and enlarged lymph nodes regressed. The patient was followed up for clinical LPD. However, 7 months after the initial visit to our hospital, she developed fever and pancytopenia. A repeat bone marrow biopsy confirmed the diagnosis of Epstein-Barr virus-positive diffuse large B-cell lymphoma complicated by haemophagocytic syndrome. After pulse steroid therapy, the patient received rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone therapy, which resulted in a complete response. In conclusion, when LPDs develop in patients with RA during ISD treatment, LPDs can progress and complicate haemophagocytic syndrome after partial remission following ISDs withdrawal. Therefore, we should carefully follow up RA patients with LPDs, and aim to achieve an early diagnosis of LPD and promptly initiate chemotherapy.
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  • 文章类型: Journal Article
    目的分析波斯尼亚和黑塞哥维那图兹拉大学临床中心(B&H)肾移植受者中代谢综合征(MS)的患病率,并确定现代药物疗法在实现肾移植患者目标代谢控制中的作用。方法进行一项单中心前瞻性研究,包括142例肾移植患者,随访时间超过一年。每3个月在移植后定期对照期间收集患者数据,包括来自医疗记录的数据,临床检查和实验室分析。结果142例肾移植患者中,MS在85(59.86%)中得到证实;药物治疗后,MS频率降至75(52.81%)。在患者接受MS治疗的一年后,高脂蛋白血症患者数量的减少,平均体重指数(BMI)下降,观察到血糖和血红蛋白A1C(HbA1C)。在此期间高血压没有改善,这可以通过免疫抑制药物和慢性移植物功能障碍形式的移植危险因素来解释。结论仅治疗一年后,代谢综合征的成分显着减少,这应该是肾移植患者的标准护理。
    Aim To analyse prevalence of metabolic syndrome (MS) in kidney transplant recipients at the University Clinical Centre Tuzla in Bosnia and Herzegovina (B&H), and determine effects of a modern drug therapy in achieving target metabolic control in kidney transplant patients. Methods A single-centre prospective study that included 142 kidney transplant patients over one year follow-up period was conducted. Patient data were collected during post-transplant periodical controls every 3 months including data from medical records, clinical examinations and laboratory analyses. Results Out of 142 kidney transplant patients, MS was verified in 85 (59.86%); after a pharmacologic treatment MS frequency was decreased to 75 (52.81%). After a one-year period during which patients were receiving therapy for MS, a decrease in the number of patients with hyperlipoproteinemia, decrease in average body mass index (BMI), glycemia and haemoglobin A1C (HbA1C) were observed. Hypertension did not improve during this period, which can be explained by transplant risk factors in the form of immunosuppressive drugs and chronic graft dysfunction. Conclusion A significant reduction in components of the metabolic syndrome after only one year of treatment was recorded, which should be the standard care of kidney transplant patients.
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  • 文章类型: Journal Article
    目的:肺部感染(PI),免疫抑制治疗的严重并发症,影响患者预后。作为这项研究的一部分,我们旨在构建肺部感染预测(PIP)模型,并在接受免疫抑制药物(ISDs)的患者中进行验证.方法:完全,7,977名接受ISD治疗的患者被随机分为7:3至发展中(n=5,583)与验证数据集(n=2,394)。我们的预测列线图是使用最小绝对收缩和选择算子(LASSO)和多变量COX回归分析建立的。使用一致性指数(C指数)和校准曲线,对最终模型的预测性能进行了评价。结果:服用免疫抑制药物的患者中,在548(6.9%)中观察到PI。免疫抑制治疗后PI发生的中位时间为123.0(四分位距:63.0,436.0)天。13个具有统计学意义的独立预测因子(性别,年龄,高血压,DM,恶性肿瘤,使用生物制剂,使用CNI,使用甲基强的松龙500毫克,使用甲基强的松龙40毫克,使用40毫克总剂量的甲基强的松龙,使用口服糖皮质激素,白蛋白水平,和血红蛋白水平)使用LASSO算法和多变量COX回归分析进行筛选。建立在这些特征上的PIP模型表现得相当好,发展C指数为0.87(灵敏度:85.4%;特异性:81.0%),验证C指数为0.837、0.829、0.832和0.830,用于预测90-,180-,270天和360天PI概率,分别。决策曲线分析(DCA)和校准曲线显示出列线图的出色临床实用性和校准性能。结论:本文提出的PIP模型可以帮助预测接受免疫抑制治疗的个体患者的PI风险,并有助于个性化临床决策。
    Objective: Pulmonary infection (PI), a severe complication of immunosuppressive therapy, affects patients\' prognosis. As part of this study, we aimed to construct a pulmonary infection prediction (PIP) model and validate it in patients receiving immunosuppressive drugs (ISDs). Methods: Totally, 7,977 patients being treated with ISDs were randomised 7:3 to the developing (n = 5,583) versus validation datasets (n = 2,394). Our predictive nomogram was established using the least absolute shrinkage and selection operator (LASSO) and multivariate COX regression analyses. With the use of the concordance index (C-index) and calibration curve, the prediction performance of the final model was evaluated. Results: Among the patients taking immunosuppressive medication, PI was observed in 548 (6.9%). The median time of PI occurrence after immunosuppressive therapy was 123.0 (interquartile range: 63.0, 436.0) days. Thirteen statistically significant independent predictors (sex, age, hypertension, DM, malignant tumour, use of biologics, use of CNIs, use of methylprednisolone at 500 mg, use of methylprednisolone at 40 mg, use of methylprednisolone at 40 mg total dose, use of oral glucocorticoids, albumin level, and haemoglobin level) were screened using the LASSO algorithm and multivariate COX regression analysis. The PIP model built on these features performed reasonably well, with the developing C-index of 0.87 (sensitivity: 85.4%; specificity: 81.0%) and validation C-indices of 0.837, 0.829, 0.832 and 0.830 for predicting 90-, 180-, 270- and 360-day PI probability, respectively. The decision curve analysis (DCA) and calibration curves displayed excellent clinical utility and calibration performance of the nomogram. Conclusion: The PIP model presented herein could aid in the prediction of PI risk in individual patients who receive immunosuppressive treatment and help personalise clinical decision-making.
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