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Gender-related and PUFA-related differences in lipoprotein-associated phospholipase A2 levels in patients with type 2 diabetes and atherosclerotic cardiovascular disease. 2型糖尿病和动脉粥样硬化性心血管疾病患者脂蛋白相关磷脂酶A2水平的性别相关和PUFA相关差异。
IF 2.1 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-06-01 DOI: 10.17219/acem/171002
Maksymilian Hanarz, Aleksander Siniarski, Renata Gołębiowska-Wiatrak, Jadwiga Nessler, Krzysztof Piotr Malinowski, Grzegorz Gajos

Background: Lipoprotein-associated phospholipase A2 (Lp-PLA2) may play an important role in the development of atherosclerotic cardiovascular disease (ASCVD). Increased plasma levels of Lp-PLA2 may predict future cardiovascular (CV) events in type 2 diabetes (T2D). The potential beneficial effects of polyunsaturated fatty acids (PUFA) on ASCVD have been widely investigated. However, the impact of different PUFA concentrations on Lp-PLA2 remains uncertain.

Objectives: We sought to determine the intergender differences in a population of patients with both T2D and ASCVD regarding Lp-PLA2 mass and the association between Lp-PLA2 mass and plasma levels of PUFA.

Material and methods: In this cross-sectional study, we measured the Lp-PLA2 mass, PUFA concentrations and inflammatory markers in 74 patients (49 males and 25 females) with T2D and ASCVD.

Results: In this very high-risk population, males had, on average, 33.6% higher levels of Lp-PLA2 than females. The Lp-PLA2 mass was positively associated with interleukin 6 (IL-6) (r = 0.27, p = 0.019), creatinine (r = 0.29, p = 0.03) and triglyceride levels (r = 0.41, p = 0.002). Additionally, male gender and higher levels of triglycerides, leptin, oxidized low-density lipoprotein (oxLDL), and intercellular adhesion molecule 1 (ICAM-1) were independent predictors for an increased Lp-PLA2. Moreover, arachidonic acid (AA) negatively correlated with Lp-PLA2 (r = -0.26, p = 0.024), which was especially apparent in the female subgroup.

Conclusions: In the population of patients with ASCVD and T2D, males present with higher plasma levels of Lp-PLA2 than females. Additionally, higher plasma levels of AA were associated with lower Lp-PLA2 levels. Our findings support the utilization of Lp-PLA2 as a novel biomarker in ASCVD risk assessment in a very high CV risk population.

背景:脂蛋白相关磷脂酶A2(Lp-PLA2)可能在动脉粥样硬化性心血管疾病(ASCVD)的发生发展中发挥重要作用。血浆Lp-PLA2水平的升高可能预测2型糖尿病(T2D)未来的心血管(CV)事件。多不饱和脂肪酸(PUFA)对ASCVD的潜在有益作用已被广泛研究。然而,不同PUFA浓度对Lp-PLA2的影响仍不确定。目的:我们试图确定T2D和ASCVD患者群体中Lp-PLA2质量的性别间差异,以及Lp-PLA2质量与血浆PUFA水平之间的关系。材料和方法:在这项横断面研究中,74名T2D和ASCVD患者(49名男性和25名女性)的PUFA浓度和炎症标志物。结果:在这个非常高风险的人群中,男性的Lp-PLA2水平平均比女性高33.6%。Lp-PLA2质量与白细胞介素6(IL-6)(r=0.27,p=0.019)、肌酸酐(r=0.29,p=0.03)和甘油三酯水平(r=0.41,p=0.002)呈正相关。此外,男性和甘油三酯、瘦素、氧化低密度脂蛋白(oxLDL)和细胞间黏附分子1(ICAM-1)水平较高是Lp-PLA2增加的独立预测因素。此外,花生四烯酸(AA)与Lp-PLA2呈负相关(r=-0.26,p=0.024),这在女性亚组中尤为明显。结论:在ASCVD和T2D患者群体中,男性的血浆Lp-PLA2水平高于女性。此外,较高的血浆AA水平与较低的Lp-PLA2水平相关。我们的研究结果支持Lp-PLA2作为一种新的生物标志物在非常高的CV风险人群中用于ASCVD风险评估。
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引用次数: 0
Lysyl oxidase-mediated elastin upregulation promotes the proliferation and migration of human retinal endothelial cells. 赖氨酰氧化酶介导的弹性蛋白上调可促进人视网膜内皮细胞的增殖和迁移。
IF 2.1 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-06-01 DOI: 10.17219/acem/170999
Yu Zhang, Yurong Zhang, Siyu He, Weixing Wang

Background: Proliferative diabetic retinopathy (PDR) is a major cause of irreversible blindness in the working age population. The dysfunction of retinal vascular endothelial cells (RVECs) is the primary cause of PDR. Extracellular matrix (ECM) accumulation promotes intracellular signaling required for RVEC proliferation, migration, survival, and tube morphogenesis.

Objectives: This study aimed to investigate the role of lysyl oxidase (LOX) in the cellular function of RVECs and PDR pathogenesis and to identify the underlying mechanisms.

Material and methods: Protein expression was determined with western blot. The interaction between LOX and elastin (ELN) was detected using a co-immunoprecipitation (Co-IP) assay, and the Cell Counting Kit-8 (CCK-8) assay evaluated cell viability. A colony formation assay was employed to assess the proliferation of human RVECs (hRVECs), and a transwell assay to determine their migration ability. Streptozotocin was used to establish PDR in mice in vivo. A histological analysis was conducted using hematoxylin and eosin (H&E) staining.

Results: The results showed that LOX was overexpressed in PDR patients. The LOX knockdown suppressed ECM formation and hRVEC proliferation and migration. Additionally, LOX upregulated ELN expression. However, overexpressed ELN promoted hRVEC proliferation and migration. In vivo experiments showed that curcumin-mediated LOX deficiency restored retinal tissue structure.

Conclusions: The LOX-knockdown suppressed ECM formation and hRVEC proliferation and migration by inactivating ELN. Therefore, LOX/ELN signaling may be a potential PDR biomarker.

背景:增殖性糖尿病视网膜病变(PDR)是导致工作年龄人群不可逆性失明的主要原因。视网膜血管内皮细胞(RVECs)的功能障碍是导致 PDR 的主要原因。细胞外基质(ECM)的积累促进了 RVEC 增殖、迁移、存活和管形态发生所需的细胞内信号转导:本研究旨在探讨赖氨酰氧化酶(LOX)在 RVEC 细胞功能和 PDR 发病机制中的作用,并确定其潜在机制:蛋白表达采用Western印迹法测定。采用共免疫沉淀(Co-IP)测定法检测 LOX 与弹性蛋白(ELN)之间的相互作用,细胞计数试剂盒-8(CCK-8)测定法评估细胞活力。采用集落形成试验评估人 RVECs(hRVECs)的增殖情况,并采用透孔试验确定其迁移能力。使用链脲佐菌素在小鼠体内建立 PDR。使用苏木精和伊红(H&E)染色进行组织学分析:结果:研究结果表明,LOX 在 PDR 患者中过度表达。结果表明,LOX 在 PDR 患者中过表达,LOX 基因敲除抑制了 ECM 的形成以及 hRVEC 的增殖和迁移。此外,LOX 还能上调 ELN 的表达。然而,过表达的 ELN 能促进 hRVEC 的增殖和迁移。体内实验表明,姜黄素介导的LOX缺失可恢复视网膜组织结构:结论:LOX基因敲除通过使ELN失活,抑制了ECM的形成以及hRVEC的增殖和迁移。因此,LOX/ELN 信号转导可能是潜在的 PDR 生物标记物。
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引用次数: 0
Neoadjuvant camrelizumab and chemotherapy in patients with resectable esophageal squamous cell carcinoma: A prospective, single-arm, open-label study. 可切除食管鳞状细胞癌患者的新辅助康瑞珠单抗和化疗:一项前瞻性、单臂、开放标签研究。
IF 2.1 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-06-01 DOI: 10.17219/acem/170265
Jianping Wang, Jian Zhang, Jie Gao, Mengmeng Zhao, Zhenkai Ma

Background: Esophageal cancer (EC) is a major cause of cancer-related deaths worldwide, bringing tremendous pressure to the healthcare system and patients. Esophageal squamous cell carcinoma (ESCC) is the main subtype of EC in the Chinese population.

Objectives: This study aimed to extend the neoadjuvant therapy cycle to 4 cycles and evaluate the efficacy and safety of neoadjuvant camrelizumab combined with chemotherapy for the treatment of resectable ESCC.

Material and methods: The enrolled patients received neoadjuvant camrelizumab (200 mg, day 1), nab-paclitaxel (260 mg/m2, day 1) and carboplatin (area under curve; 5 mg/mL/min) every 21 days for 4 cycles, and surgery was performed within 4-6 weeks after the first day of the 4th treatment cycle. The primary endpoint of the study was the pathological complete response (pCR) rate.

Results: From December 15, 2021, to October 1, 2022, a total of 35 patients were enrolled in the study. All patients completed the full 4-cycle treatment and were deemed fit for surgical intervention. Thirty-four (97.1%) patients achieved R0 resection, 18 (51.4%) showed a pCR rate, and 27 (77.1%) achieved a major pathological response (MPR). Tumor degradation was observed in 30 out of 35 patients (85.7%). Multivariate logistic regression analyses further confirmed that age (odds ratio (OR) = 6.710, 95% confidence interval (95% CI): 3.512-44.403) and programmed death-ligand 1 (PD-L1) (OR = 2.855, 95% CI: 1.181-3.079) were independent predictors of pCR. The most prevalent adverse event (AE) was leukopenia, which was experienced by 23 out of 35 patients (65.7%). Grade 3 or higher AEs included leukopenia in 2 cases (5.7%) and neutropenia in 12 cases (34.3%). No delays in surgery were observed.

Conclusions: As demonstrated in this study, the 4 cycles of camrelizumab combined with nab-paclitaxel and carboplatin, which exhibited a relatively high pCR rate and acceptable safety, suggest a strong rationale for its further evaluation in resectable ESCC.

背景:食管癌(EC)是全球癌症相关死亡的主要原因,给医疗系统和患者带来巨大压力。食管鳞状细胞癌(ESCC)是中国人群中食管癌的主要亚型:本研究旨在将新辅助治疗周期延长至4个周期,并评估新辅助康瑞珠单抗联合化疗治疗可切除ESCC的有效性和安全性:入组患者接受新辅助坎瑞珠单抗(200毫克,第1天)、纳布-紫杉醇(260毫克/平方米,第1天)和卡铂(曲线下面积;5毫克/毫升/分钟)治疗,每21天1次,共4个周期。研究的主要终点是病理完全反应率(pCR):从2021年12月15日到2022年10月1日,共有35名患者参与了这项研究。所有患者都完成了全部 4 个周期的治疗,并被认为适合手术治疗。34例(97.1%)患者实现了R0切除,18例(51.4%)实现了pCR,27例(77.1%)实现了主要病理反应(MPR)。35例患者中有30例(85.7%)观察到肿瘤退化。多变量逻辑回归分析进一步证实,年龄(几率比(OR)= 6.710,95% 置信区间(95% CI):3.512-44.403)和程序性死亡配体 1(PD-L1)(OR = 2.855,95% CI:1.181-3.079)是 pCR 的独立预测因素。最常见的不良事件(AE)是白细胞减少症,35 名患者中有 23 名(65.7%)出现了这种情况。3级或以上不良反应包括2例(5.7%)白细胞减少症和12例(34.3%)中性粒细胞减少症。未观察到手术延迟:如本研究所示,卡瑞珠单抗与纳布-紫杉醇和卡铂联合治疗4个周期,显示出相对较高的pCR率和可接受的安全性,为进一步评估其在可切除ESCC中的应用提供了强有力的依据。
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引用次数: 0
Expression of CD226 on γδ T cells is lower in advanced chronic lymphocytic leukemia and correlates with IgA, IgG and LDH levels. 在晚期慢性淋巴细胞白血病中,γδ T 细胞上的 CD226 表达量较低,并与 IgA、IgG 和 LDH 水平相关。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2024-05-31 DOI: 10.17219/acem/186335
Michał K Zarobkiewicz, Natalia Lehman, Wioleta Kowalska, Izabela Dąbrowska, Agnieszka Bojarska-Junak

Background: Gamma-delta (γδ) T cells comprise an important subset of human T cells, responding to viral and bacterial infections, and are significant for cancer immunosurveillance. Human γδ T cells are divided into 5 major subsets, namely Vδ1-Vδ5, of which the latter 3 have limited available literature. At present, Vδ2 is the most studied subpopulation.

Objectives: In the current paper, we focused on non-Vδ2 cells in chronic lymphocytic leukemia (CLL). We assessed the expression of co-inhibitory checkpoint receptors (CTLA-4, PD-1 and TIGIT) and co-stimulatory (CD226 and NKp30) molecules separately on Vδ1 and Vδ3-Vδ5 cells.

Material and methods: We assessed γδ T cells for their expression of both cytotoxicity-related (NKp30, CD226) and co-inhibitory (PD-1, TIGIT) molecules with flow cytometry in CLL patients. Moreover, we evaluated the expression of TIGIT and CD226 ligand (PVR , CD155) in neoplastic B cells in CLL patients with quantitative real-time polymerase chain reaction (qPCR).

Results: A significant accumulation of Vδ1 T cells was noted, while no difference was observed in the total percentage of Vδ2 cells. Contrary to our initial hypothesis, the impact of CLL burden on CD226 and TIGIT expression was lower than anticipated. The former tends to be lower in more advanced disease. Finally, a strong upregulation of CD155 (PVR) was noted on CLL-derived B cells when compared to healthy B cells.

Conclusions: Chronic lymphocytic leukemia regulates the expression of the CD155-CD226/TIGIT axis. Contrary to expectations, the ligand is significantly more affected than the receptors. Nevertheless, the relatively high expression of CD155 and TIGIT makes CLL an interesting target for anti-TIGIT immunotherapy.

背景:γ-δ(γδ)T 细胞是人类 T 细胞的一个重要亚群,可对病毒和细菌感染做出反应,并对癌症免疫监视具有重要意义。人类γδ T 细胞分为 5 个主要亚群,即 Vδ1-Vδ5 亚群,其中后 3 个亚群的文献资料有限。目前,Vδ2 是研究最多的亚群:本文重点研究了慢性淋巴细胞白血病(CLL)中的非 Vδ2 细胞。我们分别评估了 Vδ1 和 Vδ3-Vδ5 细胞上共同抑制检查点受体(CTLA-4、PD-1 和 TIGIT)和共同刺激分子(CD226 和 NKp30)的表达情况:我们用流式细胞术评估了CLL患者中γδT细胞的细胞毒性相关分子(NKp30、CD226)和共抑制分子(PD-1、TIGIT)的表达情况。此外,我们还利用实时定量聚合酶链反应(qPCR)评估了 TIGIT 和 CD226 配体(PVR , CD155)在 CLL 患者肿瘤性 B 细胞中的表达情况:结果表明:Vδ1 T 细胞明显积聚,而 Vδ2 细胞的总百分比没有差异。与我们最初的假设相反,CLL负担对CD226和TIGIT表达的影响低于预期。CD226和TIGIT的表达在疾病晚期往往较低。最后,与健康B细胞相比,CLL衍生B细胞的CD155(PVR)出现了强烈的上调:结论:慢性淋巴细胞白血病调节 CD155-CD226/TIGIT 轴的表达。结论:慢性淋巴细胞白血病调控 CD155-CD226/TIGIT 轴的表达,与预期相反,配体受到的影响明显大于受体。然而,CD155和TIGIT的相对高表达使CLL成为抗TIGIT免疫疗法的一个有趣靶点。
{"title":"Expression of CD226 on γδ T cells is lower in advanced chronic lymphocytic leukemia and correlates with IgA, IgG and LDH levels.","authors":"Michał K Zarobkiewicz, Natalia Lehman, Wioleta Kowalska, Izabela Dąbrowska, Agnieszka Bojarska-Junak","doi":"10.17219/acem/186335","DOIUrl":"https://doi.org/10.17219/acem/186335","url":null,"abstract":"<p><strong>Background: </strong>Gamma-delta (γδ) T cells comprise an important subset of human T cells, responding to viral and bacterial infections, and are significant for cancer immunosurveillance. Human γδ T cells are divided into 5 major subsets, namely Vδ1-Vδ5, of which the latter 3 have limited available literature. At present, Vδ2 is the most studied subpopulation.</p><p><strong>Objectives: </strong>In the current paper, we focused on non-Vδ2 cells in chronic lymphocytic leukemia (CLL). We assessed the expression of co-inhibitory checkpoint receptors (CTLA-4, PD-1 and TIGIT) and co-stimulatory (CD226 and NKp30) molecules separately on Vδ1 and Vδ3-Vδ5 cells.</p><p><strong>Material and methods: </strong>We assessed γδ T cells for their expression of both cytotoxicity-related (NKp30, CD226) and co-inhibitory (PD-1, TIGIT) molecules with flow cytometry in CLL patients. Moreover, we evaluated the expression of TIGIT and CD226 ligand (PVR , CD155) in neoplastic B cells in CLL patients with quantitative real-time polymerase chain reaction (qPCR).</p><p><strong>Results: </strong>A significant accumulation of Vδ1 T cells was noted, while no difference was observed in the total percentage of Vδ2 cells. Contrary to our initial hypothesis, the impact of CLL burden on CD226 and TIGIT expression was lower than anticipated. The former tends to be lower in more advanced disease. Finally, a strong upregulation of CD155 (PVR) was noted on CLL-derived B cells when compared to healthy B cells.</p><p><strong>Conclusions: </strong>Chronic lymphocytic leukemia regulates the expression of the CD155-CD226/TIGIT axis. Contrary to expectations, the ligand is significantly more affected than the receptors. Nevertheless, the relatively high expression of CD155 and TIGIT makes CLL an interesting target for anti-TIGIT immunotherapy.</p>","PeriodicalId":7306,"journal":{"name":"Advances in Clinical and Experimental Medicine","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141183341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of T cell maturation profiles in the 1st and 5th wave of COVID-19 in the Polish population. 波兰人群中 COVID-19 第 1 波和第 5 波 T 细胞成熟曲线的比较。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2024-05-31 DOI: 10.17219/acem/186813
Elżbieta Rutkowska, Iwona Kwiecień, Agata Raniszewska, Krzysztof Kłos, Iwona Melnicka, Piotr Rzepecki, Andrzej Chciałowski

Background: The coronavirus pandemic has become the most critical global health threat of this century and the greatest challenge to the human population. The search for simple and quick diagnostic methods enabling the identification of patients infected with the SARS-CoV-2 virus may be a valuable method to track infection.

Objectives: The aim of the study was the clinical and immunological characterization of patients by assessing the degrees of maturity of T lymphocytes from the 1st and 5th waves of coronavirus disease 2019 (COVID-19) in comparison to a healthy control group (HC).

Material and methods: We determined leukocyte and T lymphocyte subpopulations (recent thymic emigrant (RTE), naïve, effector, central memory and effector memory) in patients from the 1st COVID-19 wave (n = 23), the 5th COVID-19 wave (n = 38) and HC (n=20) using a panel of monoclonal antibodies using multiparameter flow cytometry.

Results: We observed a lower median proportion of lymphocytes and NK cells, and elevated percentage and number of neutrophils in patients from the 5th wave compared to the 1st. We found a reduced percentage of CD4+ effector memory cells in the 1st wave group compared to the 5th wave (14.1 vs 23.2, p < 0.05), and a higher percentage of RTE and naïve CD8+ cells in the 1st wave compared to the 5th wave (p < 0.05). The effector memory CD8+ cells were highest in the 5th wave compared to both 1st wave and HC patients (respectively, 35.1 vs 18.1 vs 19.3%, p < 0.05). The 5th wave group showed significantly more differences compared to HC.

Conclusions: Our results showed a clear increase of effector cells with a simultaneous decrease in virgin T cells in the 5th COVID-19 infection. Monitoring lymphocyte subsets during infection allows assessment of the patient's immune status and of readiness of lymphocytes to respond to the immune response, and may be necessary to improve clinical outcomes.

背景:冠状病毒大流行已成为本世纪最严重的全球健康威胁和人类面临的最大挑战。寻找简单、快速的诊断方法来识别 SARS-CoV-2 病毒感染者,可能是追踪感染情况的一种有价值的方法:本研究的目的是通过评估 2019 年冠状病毒病(COVID-19)第 1 波和第 5 波患者的 T 淋巴细胞成熟度,与健康对照组(HC)进行比较,从而确定患者的临床和免疫学特征:我们利用多参数流式细胞术,使用一组单克隆抗体测定了COVID-19第1波(n=23)、COVID-19第5波(n=38)和HC(n=20)患者的白细胞和T淋巴细胞亚群(新近胸腺移出者(RTE)、幼稚型、效应型、中枢记忆型和效应记忆型):我们观察到,与第 1 波相比,第 5 波患者的淋巴细胞和 NK 细胞的中位比例较低,中性粒细胞的比例和数量较高。我们发现,与第 5 波相比,第 1 波组的 CD4+ 效应记忆细胞比例降低(14.1 vs 23.2,p < 0.05),与第 5 波相比,第 1 波组的 RTE 和幼稚 CD8+ 细胞比例升高(p < 0.05)。与第 1 波和 HC 患者相比,第 5 波患者的效应记忆 CD8+ 细胞比例最高(分别为 35.1 vs 18.1 vs 19.3%,P < 0.05)。与 HC 相比,第 5 波组的差异明显更大:我们的研究结果表明,在第 5 次 COVID-19 感染中,效应细胞明显增加,原始 T 细胞同时减少。在感染期间监测淋巴细胞亚群可评估患者的免疫状态和淋巴细胞对免疫反应的准备情况,这对改善临床结果可能是必要的。
{"title":"Comparison of T cell maturation profiles in the 1st and 5th wave of COVID-19 in the Polish population.","authors":"Elżbieta Rutkowska, Iwona Kwiecień, Agata Raniszewska, Krzysztof Kłos, Iwona Melnicka, Piotr Rzepecki, Andrzej Chciałowski","doi":"10.17219/acem/186813","DOIUrl":"https://doi.org/10.17219/acem/186813","url":null,"abstract":"<p><strong>Background: </strong>The coronavirus pandemic has become the most critical global health threat of this century and the greatest challenge to the human population. The search for simple and quick diagnostic methods enabling the identification of patients infected with the SARS-CoV-2 virus may be a valuable method to track infection.</p><p><strong>Objectives: </strong>The aim of the study was the clinical and immunological characterization of patients by assessing the degrees of maturity of T lymphocytes from the 1st and 5th waves of coronavirus disease 2019 (COVID-19) in comparison to a healthy control group (HC).</p><p><strong>Material and methods: </strong>We determined leukocyte and T lymphocyte subpopulations (recent thymic emigrant (RTE), naïve, effector, central memory and effector memory) in patients from the 1st COVID-19 wave (n = 23), the 5th COVID-19 wave (n = 38) and HC (n=20) using a panel of monoclonal antibodies using multiparameter flow cytometry.</p><p><strong>Results: </strong>We observed a lower median proportion of lymphocytes and NK cells, and elevated percentage and number of neutrophils in patients from the 5th wave compared to the 1st. We found a reduced percentage of CD4+ effector memory cells in the 1st wave group compared to the 5th wave (14.1 vs 23.2, p < 0.05), and a higher percentage of RTE and naïve CD8+ cells in the 1st wave compared to the 5th wave (p < 0.05). The effector memory CD8+ cells were highest in the 5th wave compared to both 1st wave and HC patients (respectively, 35.1 vs 18.1 vs 19.3%, p < 0.05). The 5th wave group showed significantly more differences compared to HC.</p><p><strong>Conclusions: </strong>Our results showed a clear increase of effector cells with a simultaneous decrease in virgin T cells in the 5th COVID-19 infection. Monitoring lymphocyte subsets during infection allows assessment of the patient's immune status and of readiness of lymphocytes to respond to the immune response, and may be necessary to improve clinical outcomes.</p>","PeriodicalId":7306,"journal":{"name":"Advances in Clinical and Experimental Medicine","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141183338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on regulating AQP1, AQP3, AQP4, 5-HT, NOS1 in slow transit constipation rats by Liqi Tongbian mixture. 利其通便混合物对慢速便秘大鼠AQP1、AQP3、AQP4、5-羟色胺、NOS1调节作用的研究
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2024-05-31 DOI: 10.17219/acem/175808
Min Liu, Jianyong Chen, Chenger Zhan, Shuwen Wu, Zhaolin Zhang, Chenyang Wang, Linlin Shi, Dongya Chen

Background: Liqi Tongbian is a traditional Chinese medicine (TCM) preparation that contains herbs that may treat slow transit constipation (STC). Atractylodes macrocephala, Astragalus membranaceus, Fructus aurantii, radish seed, uncooked Polygonum multiflorum, and Agastache rugosa were included in the formula for their unique qualities. The control of water transfer in the colon is greatly influenced by aquaporin 3 (AQP3).

Objectives: Based on this, the Liqi Tongbian mixture was used to detect the concentrations of aquaporins (AQPs), 5-HT and nitrix oxide synthase 1 (NOS1) in STC rats, and explore its effect, in order to provide a theoretical basis for the remedy of STC with TCM.

Material and methods: Zhejiang University of Traditional Chinese Medicine provided 32 three-week-old Sprague Dawley rats of SPF-grade. The pairs licensed under SYXK (Zhejiang) 2021-0012 were kept at 20-25°C and humidity of 50-65%. The compound diphenoxylate caused constipation in the control, model, Liqi laxative (LQTB), and mosapride groups. The Liqi laxative rats were administered a mixture of traditional Chinese herbs after modeling, while mosapride was given to the other group. The levels of 5-HT, NOS1 and AQPs were tested in the feces and intestinal tissues.

Results: Comparing the condition of rat feces, it was found that the model group had significantly lower overall bulk, score and particles within 24 h compared to the control group. In comparison to mosapride, LQTB performed better. The model group had higher levels of 5-HT and NOS1 in intestinal tissue, while the LQTB and mosapride groups had decreased levels of these AQPs. LQTB had lower levels of AQP1, AQP3 and AQP4 than mosapride, while the model group had higher levels of these AQPs.

Conclusions: Liqi Tongbian mixture works better than mosapride in improving constipation symptoms in rats with STC, and its mechanism is related to regulating the level of intestinal AQPs and neurotransmitters.

背景:利气通便是一种传统中药制剂,含有可治疗慢传输性便秘(STC)的中草药。白术、黄芪、枳壳、萝卜子、何首乌、萹蓄因其独特的功效而被纳入方中。大肠中水分转移的控制在很大程度上受水汽蛋白 3(AQP3)的影响:在此基础上,用理气通便方检测STC大鼠体内水通道蛋白(AQPs)、5-羟色胺和一氧化氮合酶1(NOS1)的浓度,并探讨其作用,为中药治疗STC提供理论依据:浙江中医药大学提供 32 只 SPF 级三周龄 Sprague Dawley 大鼠。材料:浙江中医药大学提供 32 只 SPF 级三周龄 Sprague Dawley 大鼠,以 SYXK(浙)2021-0012 为许可证,在 20-25°C 和 50-65% 湿度条件下饲养。在对照组、模型组、利其通便剂(LQTB)组和莫沙必利组中,复方地芬诺酯都会导致便秘。利气通便组大鼠在建模后服用了中草药混合物,而另一组则服用了莫沙必利。结果显示,两组大鼠粪便和肠道组织中的 5-羟色胺、NOS1 和 AQPs 含量不同:结果:比较大鼠粪便的情况发现,模型组在 24 小时内的总体体积、分值和颗粒都明显低于对照组。与莫沙必利相比,LQTB 的效果更好。模型组肠道组织中的 5-HT 和 NOS1 水平较高,而 LQTB 组和莫沙必利组的这些 AQPs 水平较低。与莫沙必利相比,LQTB 组的 AQP1、AQP3 和 AQP4 水平较低,而模型组的这些 AQPs 水平较高:结论:在改善STC大鼠便秘症状方面,力齐通边混合物的效果优于莫沙必利,其机制与调节肠道AQPs和神经递质水平有关。
{"title":"Study on regulating AQP1, AQP3, AQP4, 5-HT, NOS1 in slow transit constipation rats by Liqi Tongbian mixture.","authors":"Min Liu, Jianyong Chen, Chenger Zhan, Shuwen Wu, Zhaolin Zhang, Chenyang Wang, Linlin Shi, Dongya Chen","doi":"10.17219/acem/175808","DOIUrl":"https://doi.org/10.17219/acem/175808","url":null,"abstract":"<p><strong>Background: </strong>Liqi Tongbian is a traditional Chinese medicine (TCM) preparation that contains herbs that may treat slow transit constipation (STC). Atractylodes macrocephala, Astragalus membranaceus, Fructus aurantii, radish seed, uncooked Polygonum multiflorum, and Agastache rugosa were included in the formula for their unique qualities. The control of water transfer in the colon is greatly influenced by aquaporin 3 (AQP3).</p><p><strong>Objectives: </strong>Based on this, the Liqi Tongbian mixture was used to detect the concentrations of aquaporins (AQPs), 5-HT and nitrix oxide synthase 1 (NOS1) in STC rats, and explore its effect, in order to provide a theoretical basis for the remedy of STC with TCM.</p><p><strong>Material and methods: </strong>Zhejiang University of Traditional Chinese Medicine provided 32 three-week-old Sprague Dawley rats of SPF-grade. The pairs licensed under SYXK (Zhejiang) 2021-0012 were kept at 20-25°C and humidity of 50-65%. The compound diphenoxylate caused constipation in the control, model, Liqi laxative (LQTB), and mosapride groups. The Liqi laxative rats were administered a mixture of traditional Chinese herbs after modeling, while mosapride was given to the other group. The levels of 5-HT, NOS1 and AQPs were tested in the feces and intestinal tissues.</p><p><strong>Results: </strong>Comparing the condition of rat feces, it was found that the model group had significantly lower overall bulk, score and particles within 24 h compared to the control group. In comparison to mosapride, LQTB performed better. The model group had higher levels of 5-HT and NOS1 in intestinal tissue, while the LQTB and mosapride groups had decreased levels of these AQPs. LQTB had lower levels of AQP1, AQP3 and AQP4 than mosapride, while the model group had higher levels of these AQPs.</p><p><strong>Conclusions: </strong>Liqi Tongbian mixture works better than mosapride in improving constipation symptoms in rats with STC, and its mechanism is related to regulating the level of intestinal AQPs and neurotransmitters.</p>","PeriodicalId":7306,"journal":{"name":"Advances in Clinical and Experimental Medicine","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141183343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recombinant Klotho protein protects pulmonary alveolar epithelial cells against sepsis-induced apoptosis by inhibiting the Bcl-2/Bax/caspase-3 pathway. 重组 Klotho 蛋白通过抑制 Bcl-2/Bax/caspase-3 通路,保护肺泡上皮细胞免受败血症诱导的细胞凋亡。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2024-05-14 DOI: 10.17219/acem/184639
Xiao Bo Li, Jia Li Liu, Shuang Zhao, Jing Li, Guang-Yan Zhang, Qing Tang, Wei Yong Chen

Background: Inflammation-induced apoptosis of alveolar type II epithelial cells is a primary contributor to sepsis-induced acute respiratory distress syndrome (ARDS). Klotho is a single-pass transmembrane protein with anti-inflammatory and anti-apoptotic effects. However, the role and mechanism of Klotho in the development of ARDS remains unknown.

Objectives: This study aimed to investigate the effect of Klotho on sepsis-induced apoptosis in human pulmonary alveolar epithelial cells (HPAEpiCs) together with the potential mechanism.

Material and methods: Cecal ligation and puncture (CLP) were performed to generate an in vivo sepsis model, and HPAEpiCs were treated with lipopolysaccharide (LPS) to mimic sepsis in vitro. Both models were administered recombinant Klotho protein. The morphology of the lung tissue was observed, and apoptotic cells and cell viability were detected. Interleukin (IL)-1β, IL-6, and tumor necrosis factor alpha (TNF-α) levels were detected using enzyme-linked immunosorbent assay (ELISA), while the expression of Bcl-2, Bax and cleaved caspase-3 was detected with western blotting.

Results: Klotho reversed the CLP-induced decrease in mouse survival in vivo (p < 0.001) and increased inflammatory cell infiltration and inflammatory substance exudation in the lung tissue of mice with sepsis (both p < 0.001). Klotho also suppressed apoptosis (p < 0.001) as demonstrated by IL-1β, IL-6 and TNF-α expression (all p < 0.001), and Bcl-2/Bax/caspase-3 pathway activation (p < 0.001). Klotho pretreatment significantly prevented LPS-induced apoptosis in vitro (p < 0.001), as demonstrated by IL-1β, IL-6 and TNF-α upregulation (all p < 0.001); and Bcl-2/Bax/caspase-3 pathway activation in HPAEpiCs (p < 0.001).

Conclusions: This study demonstrated that Klotho can ameliorate acute lung injury (ALI) induced by sepsis by inhibiting inflammatory responses and exerting anti-apoptotic effects by suppressing Bcl-2/Bax/caspase-3 pathway activation.

背景:炎症诱导的肺泡 II 型上皮细胞凋亡是败血症诱发急性呼吸窘迫综合征(ARDS)的主要原因。Klotho 是一种单通道跨膜蛋白,具有抗炎和抗凋亡作用。然而,Klotho在ARDS发病中的作用和机制仍不清楚:本研究旨在探讨 Klotho 对脓毒症诱导的人肺泡上皮细胞(HPAEpiCs)凋亡的影响及其潜在机制:材料和方法:采用盲肠结扎术(CLP)产生体内败血症模型,并用脂多糖(LPS)处理人肺泡上皮细胞(HPAEpiCs)以模拟体外败血症。两种模型都服用了重组 Klotho 蛋白。观察肺组织的形态,检测凋亡细胞和细胞活力。用酶联免疫吸附试验(ELISA)检测白细胞介素(IL)-1β、IL-6和肿瘤坏死因子α(TNF-α)的水平,用Western印迹法检测Bcl-2、Bax和裂解的caspase-3的表达:结果:Klotho逆转了CLP诱导的小鼠体内存活率下降(p < 0.001),并增加了败血症小鼠肺组织中的炎性细胞浸润和炎性物质渗出(p均 < 0.001)。Klotho还能抑制细胞凋亡(p < 0.001),表现为IL-1β、IL-6和TNF-α的表达(均p < 0.001),以及Bcl-2/Bax/caspase-3通路的激活(p < 0.001)。Klotho预处理可明显预防LPS诱导的体外细胞凋亡(p < 0.001),表现为IL-1β、IL-6和TNF-α的上调(均p < 0.001);以及HPAEpiCs中Bcl-2/Bax/caspase-3通路的激活(p < 0.001):本研究表明,Klotho能抑制炎症反应,并通过抑制Bcl-2/Bax/caspase-3通路的激活发挥抗凋亡作用,从而改善脓毒症诱发的急性肺损伤(ALI)。
{"title":"Recombinant Klotho protein protects pulmonary alveolar epithelial cells against sepsis-induced apoptosis by inhibiting the Bcl-2/Bax/caspase-3 pathway.","authors":"Xiao Bo Li, Jia Li Liu, Shuang Zhao, Jing Li, Guang-Yan Zhang, Qing Tang, Wei Yong Chen","doi":"10.17219/acem/184639","DOIUrl":"https://doi.org/10.17219/acem/184639","url":null,"abstract":"<p><strong>Background: </strong>Inflammation-induced apoptosis of alveolar type II epithelial cells is a primary contributor to sepsis-induced acute respiratory distress syndrome (ARDS). Klotho is a single-pass transmembrane protein with anti-inflammatory and anti-apoptotic effects. However, the role and mechanism of Klotho in the development of ARDS remains unknown.</p><p><strong>Objectives: </strong>This study aimed to investigate the effect of Klotho on sepsis-induced apoptosis in human pulmonary alveolar epithelial cells (HPAEpiCs) together with the potential mechanism.</p><p><strong>Material and methods: </strong>Cecal ligation and puncture (CLP) were performed to generate an in vivo sepsis model, and HPAEpiCs were treated with lipopolysaccharide (LPS) to mimic sepsis in vitro. Both models were administered recombinant Klotho protein. The morphology of the lung tissue was observed, and apoptotic cells and cell viability were detected. Interleukin (IL)-1β, IL-6, and tumor necrosis factor alpha (TNF-α) levels were detected using enzyme-linked immunosorbent assay (ELISA), while the expression of Bcl-2, Bax and cleaved caspase-3 was detected with western blotting.</p><p><strong>Results: </strong>Klotho reversed the CLP-induced decrease in mouse survival in vivo (p < 0.001) and increased inflammatory cell infiltration and inflammatory substance exudation in the lung tissue of mice with sepsis (both p < 0.001). Klotho also suppressed apoptosis (p < 0.001) as demonstrated by IL-1β, IL-6 and TNF-α expression (all p < 0.001), and Bcl-2/Bax/caspase-3 pathway activation (p < 0.001). Klotho pretreatment significantly prevented LPS-induced apoptosis in vitro (p < 0.001), as demonstrated by IL-1β, IL-6 and TNF-α upregulation (all p < 0.001); and Bcl-2/Bax/caspase-3 pathway activation in HPAEpiCs (p < 0.001).</p><p><strong>Conclusions: </strong>This study demonstrated that Klotho can ameliorate acute lung injury (ALI) induced by sepsis by inhibiting inflammatory responses and exerting anti-apoptotic effects by suppressing Bcl-2/Bax/caspase-3 pathway activation.</p>","PeriodicalId":7306,"journal":{"name":"Advances in Clinical and Experimental Medicine","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140920117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Safety and efficacy of Yaobitong capsules for lumbar disc herniation: A multicenter, randomized, double-blinded, parallel, positive-controlled clinical trial. 八必通胶囊治疗腰椎间盘突出症的安全性和有效性:一项多中心、随机、双盲、平行、阳性对照临床试验。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2024-05-13 DOI: 10.17219/acem/185523
Ye Zhao, Shi Rong Huang, Yu Jie Zhang, Yong Qiang Chen, Wen Gang Liu, Fu Shun Gu, Hui Wen, Xi Lin Xu, Jiu Yi Chen, Da Xiang Jin, Hong Yin, Zhong Dong, Wei An Yuan, Hong Sheng Zhan

Background: Lumbar disc herniation (LDH) is one of the most common diseases and is a global medical and socioeconomic problem characterized by leg or back pain, weakness in the lower extremities and paresthesia.

Objectives: A multicenter, randomized, double-blinded, parallel, positive-controlled clinical trial was conducted to evaluate the efficacy and safety of Yaobitong capsules (YBT) for LDH.

Material and methods: Patients (n = 479) were recruited and randomized into YBT and Jingyaokang capsule (JYK) groups (the positive control), and received YBT or JYK at a dose of 3 capsules 3 times per day after a meal for 30 days. The primary efficacy outcome was the Oswestry Disability Index (ODI), with the visual analogue scale (VAS) used as the secondary efficacy outcome. The adverse events and adverse reactions were also evaluated.

Results: There was no significant difference in baseline characteristics between YBT (n = 358) and JYK groups (n = 120), and no difference was observed between groups for mean ODI score at day 0 (p = 0.064) or day 7 (p = 0.196), but there were differences at days 14, 21 and 30 (p < 0.001). The YBT showed more decline from baseline, and the decreased ODI score was substantially different from JYK (p < 0.001). The differences in decreased VAS scores between YBT and JYK were also significant at each time point (days 7, 14, 21, and 30), with better scores in the YBT group than in the JYK group (p < 0.001). In terms of safety, there was no obvious disparity in adverse events or adverse reactions between the 2 groups (p > 0.05).

Conclusions: Yaobitong was better than JYK for LDH treatment, with no significant difference in safety. The study suggests that YBT is a promising and effective treatment for LDH.

背景:腰椎间盘突出症(LDH)是最常见的疾病之一,也是一个全球性的医疗和社会经济问题,其特征是腿部或背部疼痛、下肢无力和麻痹:一项多中心、随机、双盲、平行、阳性对照临床试验旨在评估瑶必通胶囊(YBT)治疗LDH的有效性和安全性:招募患者(n = 479)并将其随机分为瑶必通胶囊组和金牙康胶囊组(阳性对照组),在餐后服用瑶必通胶囊或金牙康胶囊,剂量为每天 3 次,每次 3 粒,连续服用 30 天。主要疗效指标为 Oswestry 失能指数(ODI),次要疗效指标为视觉模拟量表(VAS)。此外,还对不良事件和不良反应进行了评估:结果:YBT 组(n = 358)和 JYK 组(n = 120)的基线特征无明显差异,组间在第 0 天(p = 0.064)或第 7 天(p = 0.196)的平均 ODI 评分无差异,但在第 14、21 和 30 天有差异(p < 0.001)。与基线相比,YBT 的下降幅度更大,ODI 分数的下降与 JYK 有很大不同(p < 0.001)。在每个时间点(第 7、14、21 和 30 天),YBT 和 JYK 的 VAS 评分下降差异也很显著,YBT 组的评分优于 JYK 组(p < 0.001)。在安全性方面,两组在不良事件或不良反应方面没有明显差异(P > 0.05):结论:瑶必通治疗 LDH 的疗效优于 JYK,安全性无明显差异。该研究表明,瑶必通是治疗 LDH 的一种有前途的有效方法。
{"title":"Safety and efficacy of Yaobitong capsules for lumbar disc herniation: A multicenter, randomized, double-blinded, parallel, positive-controlled clinical trial.","authors":"Ye Zhao, Shi Rong Huang, Yu Jie Zhang, Yong Qiang Chen, Wen Gang Liu, Fu Shun Gu, Hui Wen, Xi Lin Xu, Jiu Yi Chen, Da Xiang Jin, Hong Yin, Zhong Dong, Wei An Yuan, Hong Sheng Zhan","doi":"10.17219/acem/185523","DOIUrl":"https://doi.org/10.17219/acem/185523","url":null,"abstract":"<p><strong>Background: </strong>Lumbar disc herniation (LDH) is one of the most common diseases and is a global medical and socioeconomic problem characterized by leg or back pain, weakness in the lower extremities and paresthesia.</p><p><strong>Objectives: </strong>A multicenter, randomized, double-blinded, parallel, positive-controlled clinical trial was conducted to evaluate the efficacy and safety of Yaobitong capsules (YBT) for LDH.</p><p><strong>Material and methods: </strong>Patients (n = 479) were recruited and randomized into YBT and Jingyaokang capsule (JYK) groups (the positive control), and received YBT or JYK at a dose of 3 capsules 3 times per day after a meal for 30 days. The primary efficacy outcome was the Oswestry Disability Index (ODI), with the visual analogue scale (VAS) used as the secondary efficacy outcome. The adverse events and adverse reactions were also evaluated.</p><p><strong>Results: </strong>There was no significant difference in baseline characteristics between YBT (n = 358) and JYK groups (n = 120), and no difference was observed between groups for mean ODI score at day 0 (p = 0.064) or day 7 (p = 0.196), but there were differences at days 14, 21 and 30 (p < 0.001). The YBT showed more decline from baseline, and the decreased ODI score was substantially different from JYK (p < 0.001). The differences in decreased VAS scores between YBT and JYK were also significant at each time point (days 7, 14, 21, and 30), with better scores in the YBT group than in the JYK group (p < 0.001). In terms of safety, there was no obvious disparity in adverse events or adverse reactions between the 2 groups (p > 0.05).</p><p><strong>Conclusions: </strong>Yaobitong was better than JYK for LDH treatment, with no significant difference in safety. The study suggests that YBT is a promising and effective treatment for LDH.</p>","PeriodicalId":7306,"journal":{"name":"Advances in Clinical and Experimental Medicine","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140911351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An interpretable machine learning model to predict off-pump coronary artery bypass grafting-associated acute kidney injury. 预测冠状动脉旁路移植术后急性肾损伤的可解释机器学习模型。
IF 2.1 4区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.17219/acem/169609
Zhihe Zeng, Xiao Tian, Lin Li, Yugang Diao, Tiezheng Zhang

Background: Off-pump coronary artery bypass grafting-associated acute kidney injury (OPCAB-AKI) is related to 30-day perioperative mortality. Existing mathematical models cannot be applied to help clinicians make early diagnosis and intervention decisions.

Objectives: This study used an interpretable machine learning method to establish and screen an optimized OPCAB-AKI prediction model.

Material and methods: Clinical data of 1110 patients who underwent OPCAB in the Department of Cardiac Surgery of General Hospital of Northern Theater Command (Shenyang, China) from January 2018 to December 2020 were collected retrospectively. Four machine learning models were used, including logistic regression (LR), decision tree (DT), random forest (RF), and eXtreme Gradient Boosting (XGBoost). The SHapley Additive exPlanation (SHAP) tool was used for explanatory analysis of the black-box model. The mean absolute value of the characteristic SHAP parameter was defined and sorted. The correlation between the characteristic parameters and OPCAB-AKI was determined based on the SHAP value. A quantitative analysis of a single characteristic and an interaction analysis of multiple characteristics were carried out for the main risk factors.

Results: The RF prediction model had the best performance, with an area under the curve (AUC) of 0.90, a precision rate of 0.80, an accuracy rate of 0.83, a recall rate of 0.74, and an F1 score of 0.78 for positive samples. The interpretation analysis of the SHAP model results showed that intraoperative urine volume contributed to the greatest extent to the RF model, and other parameters included intraoperative sufentanil dosage, intraoperative dexmedetomidine dosage, cyclic variation coefficient during the induction period, intraoperative hypotension duration, age, preoperative baseline serum creatinine, body mass index (BMI), and Acute Physiology, Age and Chronic Health Evaluation (APACHE) II score.

Conclusions: The model constructed by the RF ensemble learning algorithm predicted OPCAB-AKI, and indicators such as intraoperative urine volume were closely related to OPCAB-AKI.

背景:体外冠状动脉搭桥术相关急性肾损伤(OPCAB-AKI)与30天围手术期死亡率有关。现有的数学模型无法帮助临床医生做出早期诊断和干预决定:本研究采用可解释的机器学习方法建立并筛选出一个优化的 OPCAB-AKI 预测模型:回顾性收集了 2018 年 1 月至 2020 年 12 月在北部战区司令部总医院(中国沈阳)心脏外科接受 OPCAB 的 1110 例患者的临床数据。研究使用了四种机器学习模型,包括逻辑回归(LR)、决策树(DT)、随机森林(RF)和极梯度提升(XGBoost)。黑箱模型的解释性分析使用了 SHapley Additive exPlanation(SHAP)工具。对 SHAP 特征参数的平均绝对值进行了定义和排序。根据 SHAP 值确定特征参数与 OPCAB-AKI 之间的相关性。对主要风险因素进行了单一特征的定量分析和多个特征的交互分析:RF 预测模型性能最佳,曲线下面积(AUC)为 0.90,精确率为 0.80,准确率为 0.83,召回率为 0.74,阳性样本的 F1 得分为 0.78。对SHAP模型结果的解释分析表明,术中尿量对RF模型的贡献最大,其他参数包括术中舒芬太尼用量、术中右美托咪定用量、诱导期周期变异系数、术中低血压持续时间、年龄、术前基线血清肌酐、体重指数(BMI)和急性生理学、年龄和慢性健康评估(APACHE)II评分:RF集合学习算法构建的模型可预测OPCAB-AKI,术中尿量等指标与OPCAB-AKI密切相关。
{"title":"An interpretable machine learning model to predict off-pump coronary artery bypass grafting-associated acute kidney injury.","authors":"Zhihe Zeng, Xiao Tian, Lin Li, Yugang Diao, Tiezheng Zhang","doi":"10.17219/acem/169609","DOIUrl":"10.17219/acem/169609","url":null,"abstract":"<p><strong>Background: </strong>Off-pump coronary artery bypass grafting-associated acute kidney injury (OPCAB-AKI) is related to 30-day perioperative mortality. Existing mathematical models cannot be applied to help clinicians make early diagnosis and intervention decisions.</p><p><strong>Objectives: </strong>This study used an interpretable machine learning method to establish and screen an optimized OPCAB-AKI prediction model.</p><p><strong>Material and methods: </strong>Clinical data of 1110 patients who underwent OPCAB in the Department of Cardiac Surgery of General Hospital of Northern Theater Command (Shenyang, China) from January 2018 to December 2020 were collected retrospectively. Four machine learning models were used, including logistic regression (LR), decision tree (DT), random forest (RF), and eXtreme Gradient Boosting (XGBoost). The SHapley Additive exPlanation (SHAP) tool was used for explanatory analysis of the black-box model. The mean absolute value of the characteristic SHAP parameter was defined and sorted. The correlation between the characteristic parameters and OPCAB-AKI was determined based on the SHAP value. A quantitative analysis of a single characteristic and an interaction analysis of multiple characteristics were carried out for the main risk factors.</p><p><strong>Results: </strong>The RF prediction model had the best performance, with an area under the curve (AUC) of 0.90, a precision rate of 0.80, an accuracy rate of 0.83, a recall rate of 0.74, and an F1 score of 0.78 for positive samples. The interpretation analysis of the SHAP model results showed that intraoperative urine volume contributed to the greatest extent to the RF model, and other parameters included intraoperative sufentanil dosage, intraoperative dexmedetomidine dosage, cyclic variation coefficient during the induction period, intraoperative hypotension duration, age, preoperative baseline serum creatinine, body mass index (BMI), and Acute Physiology, Age and Chronic Health Evaluation (APACHE) II score.</p><p><strong>Conclusions: </strong>The model constructed by the RF ensemble learning algorithm predicted OPCAB-AKI, and indicators such as intraoperative urine volume were closely related to OPCAB-AKI.</p>","PeriodicalId":7306,"journal":{"name":"Advances in Clinical and Experimental Medicine","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10024120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neostigmine for postoperative surgical urine retention: A systematic review and meta-analysis. 新斯的明治疗手术后尿潴留:系统综述和荟萃分析。
IF 2.1 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-05-01 DOI: 10.17219/acem/169608
Qingli Chen, Na Li, Yue Wu

Postoperative urinary retention (POUR) is a common surgical complication that can result in bladder overdistension, urinary tract infection and an extended hospital stay. Although neostigmine is an effective therapy for POUR, its usage remains controversial. The purpose of this study was to investigate the effectiveness of neostigmine in improving POUR after surgery. PubMed, Embase, Web of Science, and the Cochrane Library databases were reviewed. A methodical search approach was used for data extraction, while meta-analysis and bias analysis employed Review Manager 5.2 and MedCalc. Fourteen studies involving 4196 postoperative patients were included. With an odds ratio (OR) of 1.70, 95% confidence interval (95% CI) of 1.11-2.60 and an overall effect with p < 0.05, our analysis indicated that the patients receiving neostigmine had a greater effective urine retention rate than after other standard therapies. The subgroup analysis showed that neostigmine recipients had reduced residual urine volume (mean difference (MD) = -1.16, 95% CI: -2.05--0.27, overall p < 0.05, and I2 = 90%) and POUR (standardized MD (SMD) = 3.76, 95% CI: 2.19-5.34, overall p < 0.001, and I2 = 99% using a random effects model) as compared to controls. A random-effects model was utilized due to the substantial heterogeneity between trials. The studies were consistent and had no publication bias. Based on the findings of this meta-analysis, neostigmine can be considered an effective POUR treatment.

术后尿潴留(POUR)是一种常见的外科并发症,可导致膀胱过度扩张、尿路感染和住院时间延长。尽管新斯的明是治疗 POUR 的有效方法,但其使用仍存在争议。本研究旨在探讨新斯的明在改善术后POUR方面的有效性。研究人员查阅了 PubMed、Embase、Web of Science 和 Cochrane Library 数据库。数据提取采用方法学检索法,荟萃分析和偏倚分析采用 Review Manager 5.2 和 MedCalc。共纳入 14 项研究,涉及 4196 名术后患者。我们的分析表明,接受新斯的明治疗的患者的有效尿潴留率高于接受其他标准疗法的患者,其几率比(OR)为 1.70,95% 置信区间(95% CI)为 1.11-2.60,总效应(P < 0.05)为 1.70。亚组分析表明,与对照组相比,接受新斯的明治疗的患者残余尿量减少(平均差(MD)=-1.16,95% CI:-2.05--0.27,总体 p < 0.05,I2 = 90%),POUR(标准化 MD(SMD)= 3.76,95% CI:2.19-5.34,总体 p < 0.001,使用随机效应模型,I2 = 99%)。由于试验之间存在很大的异质性,因此采用了随机效应模型。研究结果一致,无发表偏倚。根据这项荟萃分析的结果,可以认为新斯的明是一种有效的 POUR 治疗方法。
{"title":"Neostigmine for postoperative surgical urine retention: A systematic review and meta-analysis.","authors":"Qingli Chen, Na Li, Yue Wu","doi":"10.17219/acem/169608","DOIUrl":"10.17219/acem/169608","url":null,"abstract":"<p><p>Postoperative urinary retention (POUR) is a common surgical complication that can result in bladder overdistension, urinary tract infection and an extended hospital stay. Although neostigmine is an effective therapy for POUR, its usage remains controversial. The purpose of this study was to investigate the effectiveness of neostigmine in improving POUR after surgery. PubMed, Embase, Web of Science, and the Cochrane Library databases were reviewed. A methodical search approach was used for data extraction, while meta-analysis and bias analysis employed Review Manager 5.2 and MedCalc. Fourteen studies involving 4196 postoperative patients were included. With an odds ratio (OR) of 1.70, 95% confidence interval (95% CI) of 1.11-2.60 and an overall effect with p < 0.05, our analysis indicated that the patients receiving neostigmine had a greater effective urine retention rate than after other standard therapies. The subgroup analysis showed that neostigmine recipients had reduced residual urine volume (mean difference (MD) = -1.16, 95% CI: -2.05--0.27, overall p < 0.05, and I2 = 90%) and POUR (standardized MD (SMD) = 3.76, 95% CI: 2.19-5.34, overall p < 0.001, and I2 = 99% using a random effects model) as compared to controls. A random-effects model was utilized due to the substantial heterogeneity between trials. The studies were consistent and had no publication bias. Based on the findings of this meta-analysis, neostigmine can be considered an effective POUR treatment.</p>","PeriodicalId":7306,"journal":{"name":"Advances in Clinical and Experimental Medicine","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10202660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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