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Effectiveness and safety of GnRH antagonist originator and generic in real-world clinical practice: a retrospective cohort study 实际临床实践中 GnRH 拮抗剂原研药和仿制药的有效性和安全性:一项回顾性队列研究
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1358278
Mingzhu Cao, Yuqi Hu, Jiaqi Xiao, Sichen Li, Yanshan Lin, Jianqiao Liu, Haiying Liu
This study aims to determine whether the live birth rates were similar between GnRH antagonist original reference product Cetrotide® and generic Ferpront®, in gonadotropin-releasing hormone (GnRH) antagonist protocol for controlled ovarian stimulation (COS).This retrospective cohort study investigates COS cycles utilizing GnRH antagonist protocols. The research was conducted at a specialized reproductive medicine center within a tertiary care hospital, spanning the period from October 2019 to October 2021. Within this timeframe, a total of 924 cycles were administered utilizing the GnRH antagonist originator, Cetrotide® (Group A), whereas 1984 cycles were undertaken using the generic, Ferpront® (Group B).Ovarian reserve markers, including anti-Mullerian hormone, antral follicle number, and basal follicular stimulating hormone, were lower in Group A compared to Group B. Propensity score matching (PSM) was performed to balance these markers between the groups. After PSM, baseline clinical features were similar, except for a slightly longer infertile duration in Group A versus Group B (4.43 ± 2.92 years vs. 4.14 ± 2.84 years, P = 0.029). The duration of GnRH antagonist usage was slightly longer in Group B than in Group A (6.02 ± 1.41 vs. 5.71 ± 1.48 days, P < 0.001). Group B had a slightly lower number of retrieved oocytes compared to Group A (14.17 ± 7.30 vs. 14.96 ± 7.75, P = 0.024). However, comparable numbers of usable embryos on day 3 and good-quality embryos were found between the groups. Reproductive outcomes, including biochemical pregnancy loss, clinical pregnancy, miscarriage, and live birth rate, did not differ significantly between the groups. Multivariate logistic regression analyses suggested that the type of GnRH antagonist did not independently impact the number of oocytes retrieved, usable embryos, good-quality embryos, moderate to severe OHSS rate, clinical pregnancy, miscarriage, or live birth rate.The retrospective analysis revealed no clinically significant differences in reproductive outcomes between Cetrotide® and Ferpront® when used in women undergoing their first and second COS cycles utilizing the GnRH antagonist protocol.
本研究旨在确定在促性腺激素释放激素(GnRH)拮抗剂方案中,GnRH拮抗剂原始参考产品西曲肽®和仿制药费普隆®用于控制性卵巢刺激(COS)的活产率是否相似。研究在一家三甲医院的专业生殖医学中心进行,时间跨度为 2019 年 10 月至 2021 年 10 月。在这一时间范围内,使用GnRH拮抗剂原研药西曲肽®共进行了924个周期(A组),而使用非专利药Ferpront®共进行了1984个周期(B组)。与B组相比,A组的卵巢储备标志物(包括抗穆勒氏管激素、前卵泡数和基础卵泡刺激素)较低,为平衡各组间的这些标志物,进行了倾向评分匹配(PSM)。倾向得分匹配后,除了 A 组不育持续时间略长于 B 组(4.43 ± 2.92 年 vs. 4.14 ± 2.84 年,P = 0.029)外,其他基线临床特征相似。B 组使用 GnRH 拮抗剂的时间略长于 A 组(6.02 ± 1.41 天 vs. 5.71 ± 1.48 天,P < 0.001)。与 A 组相比,B 组获得的卵母细胞数量略低(14.17 ± 7.30 vs. 14.96 ± 7.75,P = 0.024)。不过,两组第 3 天可用胚胎和优质胚胎的数量相当。两组间的生殖结果,包括生化妊娠丢失、临床妊娠、流产和活产率没有显著差异。多变量逻辑回归分析表明,GnRH拮抗剂的类型对取卵数量、可用胚胎数、优质胚胎数、中重度OHSS率、临床妊娠率、流产率或活产率均无独立影响。
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引用次数: 0
Editorial: Underlying molecular interconnections of the estrogen receptor alpha and associated factors involved in breast cancer development: the way to new therapeutic approaches, volume II 社论:雌激素受体α和乳腺癌发展相关因素的基本分子相互联系:通往新治疗方法之路,第 II 卷
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1427468
P. Maximov, Guy Leclercq
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引用次数: 0
Exploring the relationship between life course adiposity and sepsis: insights from a two-sample Mendelian randomization analysis 探究生命过程中的肥胖与败血症之间的关系:双样本孟德尔随机分析的启示
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1413690
Zimei Cheng, Jingjing Li, Wenjia Tong, Tingyan Liu, Caiyan Zhang, Jian Ma, Guoping Lu
The relationship between adiposity and sepsis has received increasing attention. This study aims to explore the causal relationship between life course adiposity and the sepsis incidence.Mendelian randomization (MR) method was employed in this study. Instrumental variants were obtained from genome-wide association studies for life course adiposity, including birth weight, childhood body mass index (BMI), childhood obesity, adult BMI, waist circumference, visceral adiposity, and body fat percentage. A meta-analysis of genome-wide association studies for sepsis including 10,154 cases and 454,764 controls was used in this study. MR analyses were performed using inverse variance weighted, MR Egger regression, weighted median, weighted mode, and simple mode. Instrumental variables were identified as significant single nucleotide polymorphisms at the genome-wide significance level (P < 5×10-8). The sensitivity analysis was conducted to assess the reliability of the MR estimates.Analysis using the MR analysis of inverse variance weighted method revealed that genetic predisposition to increased childhood BMI (OR = 1.29, P = 0.003), childhood obesity (OR = 1.07, P = 0.034), adult BMI (OR = 1.38, P < 0.001), adult waist circumference (OR = 1.01, P = 0.028), and adult visceral adiposity (OR = 1.53, P < 0.001) predicted a higher risk of sepsis. Sensitivity analysis did not identify any bias in the MR results.The results demonstrated that adiposity in childhood and adults had causal effects on sepsis incidence. However, more well-designed studies are still needed to validate their association.
肥胖与败血症之间的关系日益受到关注。本研究采用孟德尔随机法(Mendelian randomization,MR)。本研究采用了孟德尔随机化(Mendelian randomization,MR)方法,从全基因组关联研究中获得了生命过程中脂肪率的工具变异,包括出生体重、儿童期体重指数(BMI)、儿童期肥胖、成人期体重指数、腰围、内脏脂肪率和体脂肪率。本研究采用了一项脓毒症全基因组关联研究的荟萃分析,其中包括 10,154 例病例和 454,764 例对照。使用反方差加权、MR Egger 回归、加权中位数、加权模式和简单模式进行了 MR 分析。工具变量是指在全基因组显著性水平(P < 5×10-8)上具有重要意义的单核苷酸多态性。采用反方差加权法的 MR 分析显示,遗传易感性会导致儿童体重指数增加(OR = 1.29, P = 0.003)、儿童肥胖(OR = 1.07, P = 0.034)、成人体重指数(OR = 1.38, P < 0.001)、成人腰围(OR = 1.01, P = 0.028)和成人内脏脂肪率(OR = 1.53, P < 0.001)的遗传易感性预示着较高的败血症风险。结果表明,儿童和成人的肥胖对败血症发病率有因果关系。结果表明,儿童和成人的肥胖对败血症发病率有因果关系,但仍需要更多设计良好的研究来验证其关联性。
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引用次数: 0
Utilizing machine learning for early screening of thyroid nodules: a dual-center cross-sectional study in China 利用机器学习进行甲状腺结节早期筛查:一项在中国开展的双中心横断面研究
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1385167
Shuwei Weng, Chen Ding, Die Hu, Jin Chen, Yang Liu, Wenwu Liu, Yang Chen, Xin Guo, Chenghui Cao, Yuting Yi, Yanyi Yang, Daoquan Peng
Thyroid nodules, increasingly prevalent globally, pose a risk of malignant transformation. Early screening is crucial for management, yet current models focus mainly on ultrasound features. This study explores machine learning for screening using demographic and biochemical indicators.Analyzing data from 6,102 individuals and 61 variables, we identified 17 key variables to construct models using six machine learning classifiers: Logistic Regression, SVM, Multilayer Perceptron, Random Forest, XGBoost, and LightGBM. Performance was evaluated by accuracy, precision, recall, F1 score, specificity, kappa statistic, and AUC, with internal and external validations assessing generalizability. Shapley values determined feature importance, and Decision Curve Analysis evaluated clinical benefits.Random Forest showed the highest internal validation accuracy (78.3%) and AUC (89.1%). LightGBM demonstrated robust external validation performance. Key factors included age, gender, and urinary iodine levels, with significant clinical benefits at various thresholds. Clinical benefits were observed across various risk thresholds, particularly in ensemble models.Machine learning, particularly ensemble methods, accurately predicts thyroid nodule presence using demographic and biochemical data. This cost-effective strategy offers valuable insights for thyroid health management, aiding in early detection and potentially improving clinical outcomes. These findings enhance our understanding of the key predictors of thyroid nodules and underscore the potential of machine learning in public health applications for early disease screening and prevention.
甲状腺结节在全球越来越普遍,有恶变的风险。早期筛查对治疗至关重要,但目前的模型主要侧重于超声特征。本研究利用人口统计学和生化指标探索了机器学习筛查。通过分析来自 6102 个个体和 61 个变量的数据,我们确定了 17 个关键变量,并利用六种机器学习分类器构建了模型:我们使用六种机器学习分类器:逻辑回归、SVM、多层感知器、随机森林、XGBoost 和 LightGBM,建立了 17 个关键变量模型。通过准确度、精确度、召回率、F1 分数、特异性、卡帕统计量和 AUC 来评估性能,并通过内部和外部验证来评估通用性。随机森林的内部验证准确率(78.3%)和AUC(89.1%)最高。LightGBM显示出了强大的外部验证性能。关键因素包括年龄、性别和尿碘水平,在不同的阈值下都有显著的临床效益。在各种风险阈值下都能观察到临床获益,尤其是在集合模型中。机器学习,尤其是集合方法,能利用人口和生化数据准确预测甲状腺结节的存在。这种具有成本效益的策略为甲状腺健康管理提供了宝贵的见解,有助于早期检测并可能改善临床结果。这些发现加深了我们对甲状腺结节关键预测因素的理解,并强调了机器学习在公共卫生应用中用于早期疾病筛查和预防的潜力。
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引用次数: 0
Cell and molecular targeted therapies for diabetic retinopathy 糖尿病视网膜病变的细胞和分子靶向疗法
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1416668
Shivakumar K. Reddy, Vasudha Devi, Amritha T. M. Seetharaman, S. Shailaja, Kumar M. R. Bhat, Rajashekhar Gangaraju, Dinesh Upadhya
Diabetic retinopathy (DR) stands as a prevalent complication in the eye resulting from diabetes mellitus, predominantly associated with high blood sugar levels and hypertension as individuals age. DR is a severe microvascular complication of both type I and type II diabetes mellitus and the leading cause of vision impairment. The critical approach to combatting and halting the advancement of DR lies in effectively managing blood glucose and blood pressure levels in diabetic patients; however, this is seldom achieved. Both human and animal studies have revealed the intricate nature of this condition involving various cell types and molecules. Aside from photocoagulation, the sole therapy targeting VEGF molecules in the retina to prevent abnormal blood vessel growth is intravitreal anti-VEGF therapy. However, a substantial portion of cases, approximately 30–40%, do not respond to this treatment. This review explores distinctive pathophysiological phenomena of DR and identifiable cell types and molecules that could be targeted to mitigate the chronic changes occurring in the retina due to diabetes mellitus. Addressing the significant research gap in this domain is imperative to broaden the treatment options available for managing DR effectively.
糖尿病视网膜病变(DR)是糖尿病引起的眼部常见并发症,主要与高血糖和高血压有关,随着年龄的增长而加重。DR 是 I 型和 II 型糖尿病的严重微血管并发症,也是视力受损的主要原因。防治 DR 并阻止其恶化的关键在于有效控制糖尿病患者的血糖和血压水平,然而这一点却很少能做到。人类和动物研究都揭示了这一病症的复杂性,其中涉及各种细胞类型和分子。除了光凝外,唯一针对视网膜中血管内皮生长因子分子以防止血管异常生长的疗法是玻璃体内抗血管内皮生长因子疗法。然而,相当一部分病例(约 30-40%)对这种疗法没有反应。本综述探讨了 DR 的独特病理生理现象,以及可用于缓解糖尿病引起的视网膜慢性变化的可识别细胞类型和分子。要扩大有效控制 DR 的治疗方案,就必须解决这一领域的重大研究缺口。
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引用次数: 0
Changes in the serum metabolomics of polycystic ovary syndrome before and after compound oral contraceptive treatment 复方口服避孕药治疗前后多囊卵巢综合征血清代谢组学的变化
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1354214
Ting Zhao, Xiao Xiao, Lingchuan Li, Jing Zhu, Wenli He, Qiong Zhang, Jiaqi Wu, Xiaomei Wu, T. Yuan
Polycystic ovary syndrome (PCOS) is both a common endocrine syndrome and a metabolic disorder that results in harm to the reproductive system and whole-body metabolism. This study aimed to investigate differences in the serum metabolic profiles of patients with PCOS compared with healthy controls, in addition to investigating the effects of compound oral contraceptive (COC) treatment in patients with PCOS.50 patients with PCOS and 50 sex-matched healthy controls were recruited. Patients with PCOS received three cycles of self-administered COC treatment. Clinical characteristics were recorded, and the laboratory biochemical data were detected. We utilized ultra-performance liquid chromatography–high-resolution mass spectrometry to study the serum metabolic changes between patients with PCOS, patients with PCOS following COC treatment, and healthy controls.Patients with PCOS who received COC treatment showed significant improvements in serum sex hormone levels, a reduction in luteinising hormone levels, and a significant reduction in the levels of biologically active free testosterone in the blood. Differential metabolite correlation analysis revealed differences between PCOS and healthy control groups in N-tetradecanamide, hexadecanamide, 10E,12Z-octadecadienoic acid, and 13-HOTrE(r); after 3 months of COC treatment, there were significant differences in benzoic acid, organic acid, and phenolamides. Using gas chromatography–mass spectrometry to analyse blood serum in each group, the characteristic changes in PCOS were metabolic disorders of amino acids, carbohydrates, and purines, with significant changes in the levels of total cholesterol, uric acid, phenylalanine, aspartic acid, and glutamate.Following COC treatment, improvements in sex hormone levels, endocrine factor levels, and metabolic levels were better than in the group of PCOS patients receiving no COC treatment, indicating that COC treatment for PCOS could effectively regulate the levels of sex hormones, endocrine factors, and serum metabolic profiles.
多囊卵巢综合征(PCOS)既是一种常见的内分泌综合征,也是一种代谢性疾病,会对生殖系统和全身代谢造成危害。本研究旨在调查多囊卵巢综合征患者血清代谢谱与健康对照组的差异,同时调查复方口服避孕药(COC)治疗对多囊卵巢综合征患者的影响。50 名多囊卵巢综合征患者和 50 名性别匹配的健康对照者接受了三个周期的自控 COC 治疗。我们记录了患者的临床特征,并检测了实验室生化数据。我们利用超高效液相色谱-高分辨质谱法研究了多囊卵巢综合征患者、接受 COC 治疗后的多囊卵巢综合征患者和健康对照组之间的血清代谢变化。差异代谢物相关性分析表明,多囊卵巢综合症组和健康对照组在 N-十四酰胺、十六酰胺、10E,12Z-十八碳二烯酸和 13-HOTrE(r) 中存在差异;在接受 3 个月的 COC 治疗后,苯甲酸、有机酸和酚酰胺存在显著差异。使用气相色谱-质谱法分析各组的血清,PCOS 的特征性变化是氨基酸、碳水化合物和嘌呤的代谢紊乱,总胆固醇、尿酸、苯丙氨酸、天冬氨酸和谷氨酸的水平有显著变化。经 COC 治疗后,性激素水平、内分泌因子水平和代谢水平的改善情况优于未接受 COC 治疗的多囊卵巢综合征患者组,这表明 COC 治疗多囊卵巢综合征可有效调节性激素水平、内分泌因子水平和血清代谢谱。
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引用次数: 0
Well-defined survival outcome disparity across age cutoffs at 45 and 60 for medullary thyroid carcinoma: a long-term retrospective cohort study of 3601 patients 甲状腺髓样癌在 45 岁和 60 岁这两个年龄分界线上的明确生存结果差异:对 3601 名患者进行的长期回顾性队列研究
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1393904
Kun Zhang, Xinyi Wang, T. Wei, Zhihui Li, Jingqiang Zhu, Ya-Wen Chen
Medullary thyroid cancer (MTC) is a challenging malignancy. The survival outcome of MTC based on AJCC staging system does not render a discriminant classifier among early stages.3601 MTC patients from 2000 to 2018 were identified from the Surveillance, Epidemiology, and End Results (SEER) database. Smooth curve fitting, Cox proportional hazard regression and competing risk analysis were applied.A linear correlation between age and log RR (relative risk of overall death) was detected. Overlaps were observed between K-M curves representing patients aged 45–50, 50–55, and 55–60. The study cohort was divided into 3 subgroups with 2 age cutoffs set at 45 and 60. Each further advanced age cutoff population resulted in a roughly “5%” increase in MTC-specific death risks and an approximately “3 times” increase in non-MTC-specific death risks.The survival outcome disparity across age cutoffs at 45 and 60 for MTC has been well defined.
甲状腺髓样癌(MTC)是一种具有挑战性的恶性肿瘤。根据AJCC分期系统得出的MTC生存结果并不能对早期分期进行判别。应用平滑曲线拟合、Cox比例危险回归和竞争风险分析,发现年龄与对数RR(总体死亡相对风险)之间存在线性相关。在代表 45-50 岁、50-55 岁和 55-60 岁患者的 K-M 曲线之间发现了重叠。研究队列分为 3 个亚组,两个年龄分界线分别为 45 岁和 60 岁。年龄临界值每增加一个,MTC 特异性死亡风险就会增加约 "5%",而非 MTC 特异性死亡风险则会增加约 "3 倍"。
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引用次数: 0
Evaluation of a blood miRNA/mRNA signature to follow-up Lu-PRRT therapy for G1/G2 intestinal neuroendocrine tumors 评估血液 miRNA/mRNA特征,以跟踪 Lu-PRRT 治疗 G1/G2 肠神经内分泌肿瘤的情况
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1385079
Virginie Jacques, L. Dierickx, J. Texier, S. Brillouet, Frédéric Courbon, Rosine Guimbaud, Lavinia Vija, Frédérique Savagner
177Lu-oxodotreotide peptide receptor therapy (LuPRRT) is an efficient treatment for midgut neuroendocrine tumors (NETs) of variable radiological response. Several clinical, biological, and imaging parameters may be used to establish a relative disease prognosis but none is able to predict early efficacy or toxicities. We investigated expression levels for mRNA and miRNA involved in radiosensitivity and tumor progression searching for correlations related to patient outcome during LuPRRT therapy.Thirty-five patients received LuPRRT for G1/G2 midgut NETs between May 2019 and September 2021. Peripheral blood samples were collected prior to irradiation, before and 48 h after the second and the fourth LuPRRT, and at 6-month follow-up. Multiple regression analyses and Pearson correlations were performed to identify the miRNA/mRNA signature that will best predict response to LuPRRT.Focusing on four mRNAs and three miRNAs, we identified a miRNA/mRNA signature enabling the early identification of responders to LuPRRT with significant reduced miRNA/mRNA expression after the first LuPRRT administration for patients with progressive disease at 1 year (p < 0.001). The relevance of this signature was reinforced by studying its evolution up to 6 months post-LuPRRT. Moreover, nadir absolute lymphocyte count within the first 2 months after the first LuPRRT administration was significantly related to low miRNA/mRNA expression level (p < 0.05) for patients with progressive disease.We present a pilot study exploring a miRNA/mRNA signature that correlates with early hematologic toxicity and therapeutic response 12 months following LuPRRT. This signature will be tested prospectively in a larger series of patients.
177Lu-oxodotreotide 肽受体疗法(LuPRRT)是治疗放射性反应不一的中肠神经内分泌肿瘤(NET)的有效方法。一些临床、生物和成像参数可用于确定疾病的相对预后,但没有一个参数能预测早期疗效或毒性。2019年5月至2021年9月期间,35名G1/G2中肠NET患者接受了LuPRRT治疗。在照射前、第二次和第四次LuPRRT之前和之后48小时以及随访6个月时收集外周血样本。通过多元回归分析和皮尔逊相关性分析,我们确定了一个miRNA/mRNA特征,该特征能早期识别对LuPRRT有反应的患者,在首次LuPRRT给药后1年,疾病进展期患者的miRNA/mRNA表达显著降低(p < 0.001)。通过研究该特征在LuPRRT治疗后6个月内的变化情况,进一步证实了该特征的相关性。此外,对于疾病进展期患者来说,首次使用 LuPRRT 后 2 个月内的绝对淋巴细胞计数最低值与低 miRNA/mRNA 表达水平显著相关(p < 0.05)。该特征将在更大范围的患者中进行前瞻性测试。
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引用次数: 0
CT semi-quantitative score used as risk factor for hyponatremia in patients with COVID-19: a cross-sectional study 用作 COVID-19 患者低钠血症风险因素的 CT 半定量评分:一项横断面研究
Pub Date : 2024-06-14 DOI: 10.3389/fendo.2024.1342204
Baofeng Wu, Ru Li, Jinxuan Hao, Yijie Qi, Botao Liu, Hongxia Wei, Zhe Li, Yi Zhang, Yunfeng Liu
Chest computed tomography (CT) is used to determine the severity of COVID-19 pneumonia, and pneumonia is associated with hyponatremia. This study aims to explore the predictive value of the semi-quantitative CT visual score for hyponatremia in patients with COVID-19 to provide a reference for clinical practice.In this cross-sectional study, 343 patients with RT-PCR confirmed COVID-19, all patients underwent CT, and the severity of lung lesions was scored by radiologists using the semi-quantitative CT visual score. The risk factors of hyponatremia in COVID-19 patients were analyzed and combined with laboratory tests. The thyroid function changes caused by SARS-CoV-2 infection and their interaction with hyponatremia were also analyzed.In patients with SARS-CoV-2 infection, the total severity score (TSS) of hyponatremia was higher [M(range), 3.5(2.5–5.5) vs 3.0(2.0–4.5) scores, P=0.001], implying that patients with hyponatremia had more severe lung lesions. The risk factors of hyponatremia in the multivariate regression model included age, vomiting, neutrophils, platelet, and total severity score. SARS-CoV-2 infection impacted thyroid function, and patients with hyponatremia showed a lower free triiodothyronine (3.1 ± 0.9 vs 3.7 ± 0.9, P=0.001) and thyroid stimulating hormone level [1.4(0.8–2.4) vs 2.2(1.2–3.4), P=0.038].Semi-quantitative CT score can be used as a risk factor for hyponatremia in patients with COVID-19. There is a weak positive correlation between serum sodium and free triiodothyronine in patients with SARS-CoV-2 infection.
胸部计算机断层扫描(CT)用于判断COVID-19肺炎的严重程度,而肺炎与低钠血症有关。本研究旨在探讨半定量CT视觉评分对COVID-19患者低钠血症的预测价值,为临床实践提供参考。在这项横断面研究中,343例RT-PCR确诊的COVID-19患者均接受了CT检查,由放射科医生使用半定量CT视觉评分对肺部病变的严重程度进行评分。分析了COVID-19患者低钠血症的危险因素,并结合实验室检查结果进行了分析。在感染 SARS-CoV-2 的患者中,低钠血症的严重程度总分(TSS)更高[中值(范围),3.5(2.5-5.5)分 vs 3.0(2.0-4.5)分,P=0.001],这意味着低钠血症患者的肺部病变更严重。在多变量回归模型中,低钠血症的风险因素包括年龄、呕吐、中性粒细胞、血小板和严重程度总分。SARS-CoV-2感染会影响甲状腺功能,低钠血症患者的游离三碘甲状腺原氨酸(3.1 ± 0.9 vs 3.7 ± 0.9,P=0.001)和促甲状腺激素水平较低[1.4(0.8-2.4) vs 2.2(1.2-3.4),P=0.038].半定量CT评分可作为COVID-19患者低钠血症的风险因素。SARS-CoV-2感染者的血清钠与游离三碘甲状腺原氨酸之间存在微弱的正相关性。
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引用次数: 0
Genome-wide association study and polygenic score assessment of insulin resistance 胰岛素抵抗的全基因组关联研究和多基因评分评估
Pub Date : 2024-06-13 DOI: 10.3389/fendo.2024.1384103
Usama Aliyu, U. Umlai, S. Toor, Asma A. Elashi, Y. Al-Sarraj, Abdul Badi Abou−Samra, Karsten Suhre, O. Albagha
Insulin resistance (IR) and beta cell dysfunction are the major drivers of type 2 diabetes (T2D). Genome-Wide Association Studies (GWAS) on IR have been predominantly conducted in European populations, while Middle Eastern populations remain largely underrepresented. We conducted a GWAS on the indices of IR (HOMA2-IR) and beta cell function (HOMA2-%B) in 6,217 non-diabetic individuals from the Qatar Biobank (QBB; Discovery cohort; n = 2170, Replication cohort; n = 4047) with and without body mass index (BMI) adjustment. We also developed polygenic scores (PGS) for HOMA2-IR and compared their performance with a previously derived PGS for HOMA-IR (PGS003470). We replicated 11 loci that have been previously associated with HOMA-IR and 24 loci that have been associated with HOMA-%B, at nominal statistical significance. We also identified a novel locus associated with beta cell function near VEGFC gene, tagged by rs61552983 (P = 4.38 × 10-8). Moreover, our best performing PGS (Q-PGS4; Adj R2 = 0.233 ± 0.014; P = 1.55 x 10-3) performed better than PGS003470 (Adj R2 = 0.194 ± 0.014; P = 5.45 x 10-2) in predicting HOMA2-IR in our dataset. This is the first GWAS on HOMA2 and the first GWAS conducted in the Middle East focusing on IR and beta cell function. Herein, we report a novel locus in VEGFC that is implicated in beta cell dysfunction. Inclusion of under-represented populations in GWAS has potentials to provide important insights into the genetic architecture of IR and beta cell function.
胰岛素抵抗(IR)和β细胞功能障碍是 2 型糖尿病(T2D)的主要诱因。关于胰岛素抵抗的全基因组关联研究(GWAS)主要是在欧洲人群中进行的,而中东人群的研究在很大程度上仍然不足。我们对来自卡塔尔生物库(QBB;发现队列;n = 2170,复制队列;n = 4047)的 6,217 名非糖尿病患者进行了一项关于内分泌指数(HOMA2-IR)和β细胞功能(HOMA2-%B)的 GWAS 研究,并对体重指数(BMI)进行了调整。我们还为 HOMA2-IR 制定了多基因评分 (PGS),并将其与之前为 HOMA-IR 制定的多基因评分 (PGS003470) 进行了比较。我们复制了以前与 HOMA-IR 相关的 11 个基因位点和与 HOMA-%B 相关的 24 个基因位点,这些位点都具有名义上的统计学意义。我们还在 VEGFC 基因附近发现了一个与 beta 细胞功能相关的新位点,其标记为 rs61552983(P = 4.38 × 10-8)。此外,在预测数据集中的 HOMA2-IR 时,我们的最佳 PGS(Q-PGS4;Adj R2 = 0.233 ± 0.014;P = 1.55 x 10-3)比 PGS003470(Adj R2 = 0.194 ± 0.014;P = 5.45 x 10-2)表现更好。这是首个关于 HOMA2 的 GWAS,也是中东地区首个以 IR 和 beta 细胞功能为重点的 GWAS。在此,我们报告了 VEGFC 中一个与β细胞功能障碍有关的新位点。将代表性不足的人群纳入 GWAS 有可能为了解 IR 和 beta 细胞功能的遗传结构提供重要信息。
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Frontiers in Endocrinology
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