non-linear relationship

非线性关系
  • 文章类型: Journal Article
    补充辅酶Q10(CoQ10)似乎与较低的血压有关。然而,目前尚不清楚食物来源的CoQ10是否会影响一般成人的新发高血压.这项研究调查了一般人群中膳食辅酶Q10摄入量与新发高血压之间的关系。纳入了中国健康与营养调查(CHNS)前瞻性队列研究中基线无高血压的参与者(n=11,428)。通过经过验证的饮食召回和食物称重方法收集饮食中的辅酶Q10摄入量。使用多变量Cox比例风险模型和有限的三次样条分析了饮食中辅酶Q10摄入量与新发高血压之间的线性和非线性关系。在随访期间(中位数:6年),记录了4006例新发高血压病例。与非消费者相比,风险比(HR)和95%置信区间(CI)从五分之一2到4总膳食CoQ10为0.83(0.76,0.91),0.86(0.78,0.94)和1.01(0.92,1.11);总植物源性辅酶Q10为0.80(0.73,0.88),1.00(0.91,1.09)和1.10(1.00,1.20);动物源性辅酶Q10为0.65(0.59,0.71),0.58(0.53,0.64)和0.68(0.62,0.75)。在适度摄入时风险最低,呈非线性关系(P非线性<0.05)。此外,在不饮酒或低脂饮食的个体中,总体负相关更强.适度的长期饮食摄入辅酶Q10可能对新发高血压具有保护作用。然而,呈非线性关系,过量摄入可能会增加中国人群新发高血压的风险.
    Coenzyme Q10 (CoQ10) supplementation appears to be associated with a lower blood pressure. Nevertheless, it remains unclear whether food-sourced CoQ10 will affect new-onset hypertension in general adults. This study investigated the relationship between dietary CoQ10 intake and new-onset hypertension among the general population. Participants without hypertension at baseline from the China Health and Nutrition Survey (CHNS) prospective cohort study were included (n = 11,428). Dietary CoQ10 intake was collected by validated dietary recalls and the food weighing method. Linear and non-linear relationships between dietary CoQ10 intake and new-onset hypertension were analyzed using multivariable Cox proportional hazards models and restricted cubic splines. During follow-up (median: 6 years), 4006 new-onset hypertension cases were documented. Compared with non-consumers, the hazard ratio (HR) and 95% confidence interval (CI) from quintile 2 to 4 total dietary CoQ10 were 0.83 (0.76, 0.91), 0.86 (0.78, 0.94) and 1.01 (0.92, 1.11); total plant-derived CoQ10 were 0.80 (0.73, 0.88), 1.00 (0.91, 1.09) and 1.10 (1.00, 1.20); and animal-derived CoQ10 were 0.65 (0.59, 0.71), 0.58 (0.53, 0.64) and 0.68 (0.62, 0.75). The lowest risk was found at moderate intake, with a non-linear relationship (P nonlinearity < 0.05). Furthermore, the overall inverse association was stronger among individuals without alcohol consumption or eating a low-fat diet. Moderate long-term dietary CoQ10 intake might be protective against new-onset hypertension. However, it follows a non-linear relationship and excessive intake may increase the risk of new-onset hypertension in the Chinese population.
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  • 文章类型: Journal Article
    目的:人体脂肪量与骨密度(BMD)之间的关系仍存在争议。这项研究旨在探索美国成年人体内脂肪质量与BMD之间的线性或非线性关系。
    方法:这项横断面研究在2011年至2018年的国家健康和营养检查调查中确定了18岁或以上的成年人。在调整协变量后,通过广义线性模型测试了不同性别的体脂质量与骨密度之间的线性关系,并通过广义加性模型和分段线性回归模型探索潜在的非线性关系。
    结果:该研究包括4691名(占总样本的57.9%)男性和3417名(占总样本的42.1%)女性。在男性和女性中,我们发现Android或全身脂肪量与腰椎BMD之间呈负相关,android,gynoid,或全身脂肪量和全身BMD(均P<0.05)。所有区域的体脂质量与腰椎BMD之间的关系在男性中为U形,在女性中为倒U形(均为P非线性<0.05)。所有区域的体脂质量与女性的全身BMD之间存在倒U型关系(所有Pnon-linear<0.05)。
    结论:体脂质量与腰椎BMD呈负相关和线性关系,但与全身BMD呈正相关。男性体脂质量与腰椎BMD呈U型关系,女性与腰椎和全身BMD呈倒U型关系。
    OBJECTIVE: The relationship between body fat mass and bone mineral density (BMD) remains controversial. This research aimed to explore the linear or non-linear relationship between body fat mass and BMD among adults in the United States.
    METHODS: This cross-sectional study identified adults aged 18 years or older in the National Health and Nutrition Examination Survey from 2011 to 2018. After adjusting for covariates, linear relationships between body fat mass and BMD in different genders were tested by generalized linear models, and potential non-linear relationships were explored by generalized additive models and piecewise linear regression models.
    RESULTS: The research included 4691 (57.9% of the total sample) males and 3417 (42.1% the of total sample) females. In both males and females, we found a negative association between android or total body fat mass and lumbar spine BMD and a positive association between appendicular, android, gynoid, or total body fat mass and whole body BMD (all P < 0.05). The relationships between body fat mass in all regions and lumbar spine BMD were U-shaped in males and inverted U-shaped in females (all Pnon-linear < 0.05). Inverted U-shaped relationships existed between body fat mass in all regions and whole body BMD in females (all Pnon-linear < 0.05).
    CONCLUSIONS: Body fat mass was negatively and linearly associated with lumbar spine BMD, but positively associated with whole body BMD. Body fat mass had a U-shaped relationship with lumbar spine BMD in males and an inverted U-shaped association with lumbar spine and whole body BMD in females.
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  • 文章类型: Journal Article
    红细胞分布宽度(RDW)与多种疾病的预后密切相关。然而,目前尚不清楚RDW与卒中患者消化道出血(GIB)之间的联系.本研究旨在阐明这种关联。
    这项回顾性研究涉及美国208家医院的11,107名住院患者,2014年1月1日至2015年12月31日期间入院。我们检查了重症监护病房(ICU)的7,512例中风患者的临床数据。多因素logistic回归分析了脑卒中患者RDW与院内GIB之间的联系。利用广义加性模型(GAM)和平滑曲线拟合(惩罚样条法)探讨脑卒中患者RDW与GIB的非线性关系。拐点是使用递归算法计算的,通过亚组分析评估不同变量之间的相互作用.
    在11,107名接受筛查的中风患者中,主要分析中包括7,512,190人被确定为患有GIB。参与者的平均年龄为(61.67±12.42)岁,RDW中位数为13.9%。多因素logistic分析显示RDW是脑卒中患者院内GIB的危险因素(OR=1.28,95%CI1.21,1.36,p<0.05)。发现脑卒中患者RDW与院内GIB之间的关系是非线性的。此外,RDW的拐点为14.0%。当RDW≥14.0%时,与GIB风险呈正相关(OR:1.24,95%CI:1.16,1.33,p<0.0001)。相反,当RDW<14.0%时,这种关联并不显著(OR:1.02,95%CI:0.97-1.07,p=0.4040).
    这项研究表明,卒中患者RDW与GIB风险之间存在实质性的非线性联系。维持患者的RDW值低于14.0%可降低院内GIB的风险。
    UNASSIGNED: The red blood cell distribution width (RDW) is closely linked to the prognosis of multiple diseases. However, the connection between RDW and gastrointestinal bleeding (GIB) in stroke patients is not well understood. This study aimed to clarify this association.
    UNASSIGNED: This retrospective study involved 11,107 hospitalized patients from 208 hospitals in the United States, admitted between January 1, 2014, and December 31, 2015. We examined clinical data from 7,512 stroke patients in the intensive care unit (ICU). Multivariate logistic regression assessed the link between RDW and in-hospital GIB in stroke patients. Generalized additive model (GAM) and smooth curve fitting (penalty spline method) were utilized to explore the non-linear relationship between RDW and GIB in stroke patients. The inflection point was calculated using a recursive algorithm, and interactions between different variables were assessed through subgroup analyses.
    UNASSIGNED: Among the 11,107 screened stroke patients, 7,512 were included in the primary analysis, with 190 identified as having GIB. The participants had a mean age of (61.67 ± 12.42) years, and a median RDW of 13.9%. Multiple logistic analysis revealed RDW as a risk factor for in-hospital GIB in stroke patients (OR = 1.28, 95% CI 1.21, 1.36, p < 0.05). The relationship between RDW and in-hospital GIB in stroke patients was found to be non-linear. Additionally, the inflection point of RDW was 14.0%. When RDW was ≥14.0%, there was a positive association with the risk of GIB (OR: 1.24, 95% CI: 1.16, 1.33, p < 0.0001). Conversely, when RDW was <14.0%, this association was not significant (OR: 1.02, 95% CI: 0.97-1.07, p = 0.4040).
    UNASSIGNED: This study showed a substantial non-linear link between RDW and the risk of GIB in stroke patients. Maintaining the patient\'s RDW value below 14.0% could lower the risk of in-hospital GIB.
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  • 文章类型: Journal Article
    评估就寝时间与不孕症之间的关系,并确定育龄妇女的最佳就寝时间。
    我们使用2015年至2020年国家健康与营养检查调查(NHANES)的3,903名女性参与者的数据进行了横断面研究。睡前对女性不孕症的影响采用二元logistic回归模型进行评估,包括粗模型和调整后的模型。为了确定就寝时间与不孕症之间的非线性相关性,利用广义加法模型(GAM)。亚组分析按年龄进行,体重指数(BMI),腰围,体力活动总时间,婚姻状况,吸烟状况,饮酒状态和睡眠时间。
    在调整了潜在的混杂因素(年龄,种族,睡眠持续时间,腰围,婚姻状况,教育,BMI,吸烟状况,饮酒状况和身体活动总时间),观察到就寝时间和不孕症之间存在非线性关系,拐点在22:45。在拐点的左侧,未检测到显著关联.然而,在它的右边,就寝时间与不孕呈正相关(OR:1.22;95%CI:1.06~1.39;P=0.0049)。亚组分析表明,BMI较高的晚睡者比BMI较低的晚睡者更容易不孕(BMI:25-30kg/m2:OR:1.26;95%CI:1.06至1.51;P=0.0136;BMI≥30kg/m²:OR:1.21,95%CI:1.09至1.34;P=0.0014)。
    就寝时间与不孕症呈非线性相关,可以为育龄妇女的睡眠行为提供指导。
    UNASSIGNED: To evaluate the association between bedtime and infertility and to identify the optimal bedtime for women of reproductive age.
    UNASSIGNED: We conducted a cross-sectional study using data from 3,903 female participants in the National Health and Nutrition Examination Survey (NHANES) from 2015 to 2020. The effect of bedtime on female infertility was assessed using the binary logistic regression in different models, including crude model and adjusted models. To identify the non-linear correlation between bedtime and infertility, generalized additive models (GAM) were utilized. Subgroup analyses were conducted by age, body mass index (BMI), waist circumference, physical activity total time, marital status, smoking status, drinking status and sleep duration.
    UNASSIGNED: After adjusting for potential confounders (age, race, sleep duration, waist circumference, marital status, education, BMI, smoking status, drinking status and physical activity total time), a non-linear relationship was observed between bedtime and infertility, with the inflection point at 22:45. To the left side of the inflection point, no significant association was detected. However, to the right of it, bedtime was positively related to the infertility (OR: 1.22; 95% CI: 1.06 to 1.39; P = 0.0049). Subgroup analyses showed that late sleepers with higher BMI were more prone to infertility than those with a lower BMI (BMI: 25-30 kg/m2: OR: 1.26; 95% CI: 1.06 to 1.51; P = 0.0136; BMI ≥ 30 kg/m²: OR: 1.21, 95% CI: 1.09 to 1.34; P = 0.0014).
    UNASSIGNED: Bedtime was non-linearly associated with infertility, which may provide guidance for sleep behavior in women of childbearing age.
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  • 文章类型: Journal Article
    背景:关于重度抑郁症(MDD)患者空腹血糖(FBG)与自杀未遂(SA)之间关系的证据有限。因此,这项研究的目的是调查在校正其他协变量后,在中国首发药物未治疗(FEDN)MDD患者中,FBG是否与SA独立相关.
    方法:本研究为横断面研究。共有1718名参与者(平均年龄:34.9±12.4岁,2016年9月至2018年12月,65.8%的女性)患有FEDNMDD。采用多因素logistic回归分析和平滑曲线拟合估计FBG与SA风险之间的关系。阈值效应通过两分段线性回归模型进行检验。根据性别进行互动和分层分析,教育,婚姻状况,并存的焦虑,和精神病症状。
    结果:FEDNMDD患者中SA的患病率为20.1%。全校正二元logistic回归结果显示FBG与SA风险呈正相关(比值比(OR)=1.62,95%CI:1.13~2.32)。平滑图还揭示了FBG和SA之间的非线性关系,FBG的拐点为5.34mmol/l。拐点左右两侧的效应大小和置信区间分别为0.53(0.32-0.88,P=0.014)和1.48(1.04-2.10,P=0.030),分别。
    结论:在FEDNMDD患者中发现FBG和SA呈U型关系,在5.34mmol/l的FBG下,SA的风险最低,表明较低和较高的FBG水平都可能导致SA的风险增加。
    BACKGROUND: Evidence regarding the relationship between fasting blood glucose (FBG) and suicide attempts (SA) in patients with major depressive disorder (MDD) was limited. Therefore, the objective of this research was to investigate whether FBG was independently related to SA in Chinese patients with first-episode drug-naïve (FEDN) MDD after adjusting for other covariates.
    METHODS: The present study was a cross-sectional study. A total of 1718 participants (average age: 34.9 ± 12.4 years, 65.8% females) with FEDN MDD were involved in a hospital in China from September 2016 to December 2018. Multiple logistic regression analysis and smooth curve fitting were used to estimate the association between FBG and the risk of SA. The threshold effect was examined by the two-piecewise linear regression model. Interaction and stratified analyses were conducted according to sex, education, marital status, comorbid anxiety, and psychotic symptoms.
    RESULTS: The prevalence of SA in patients with FEDN MDD was 20.1%. The result of fully adjusted binary logistic regression showed FBG was positively associated with the risk of SA (odds ratio (OR) = 1.62, 95% CI: 1.13-2.32). Smoothing plots also revealed a nonlinear relationship between FBG and SA, with the inflection point of FBG being 5.34 mmol/l. The effect sizes and the confidence intervals on the left and right sides of the inflection point were 0.53 (0.32-0.88, P = 0.014) and 1.48 (1.04-2.10, P = 0.030), respectively.
    CONCLUSIONS: A U-shaped relationship between FBG and SA in FEDN MDD patients was found, with the lowest risk of SA at a FBG of 5.34 mmol/l, indicating that both the lower and higher FBG levels may lead to an increased risk of SA.
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  • 文章类型: Editorial
    这是新主编的社论,EIC,他在2024年3月开始他的角色。由于各种研究领域在概念和技术方面的显着进步,“exposome”和相关的“exposomics”的新兴概念已被引入毒理学研究。因此,“剂量反应”的使命将继续坚持最初的目标,但将与这些新概念结合为下一章的原则和策略。因此,尽管它对低剂量(水平)应激范围的生物反应仍然特别感兴趣。感兴趣的手稿的类型和内容将更加多样化地扩展,来自广泛学科的新概念。我们希望这本杂志能为各学科科学家和研究人员打开一扇门,分享他们最先进的发现,以提供新的见解,了解环境和毒理学医学的影响,并制定更具体和有效的干预策略。
    This is an editorial from the new editor-in-chief, EIC, who starts his role in March 2024. Due to the remarkable advance of various research fields in terms of its concepts and technology, the emerging concepts of \"Exposome\" and associated \"Exposomics\" have been introduced into the toxicology research. Therefore, the mission of \"Dose-Response\" will remain adhered to the original goals but will incorporate with these new concepts as the next chapter\'s principle and strategies. Accordingly, although it remains with special interest in the biological response to low-dose (level) ranges of stresses. The types and contents of interested manuscripts will be extended with more diverse, newer concepts from a wide range of disciplines. We wish this journal can open a door for various discipline scientists and researchers to share their state-of-the-art discoveries to shed new insight to understand the impact of environmental and toxicological medicine and develop more specific and effective intervention strategies.
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  • 文章类型: Journal Article
    背景:高血压是老年人轻度认知障碍(MCI)的既定危险因素。然而,不同血压水平对MCI进展的影响尚不确定.本研究旨在探讨老年人血压与MCI的非线性关系,并检测其临界血压阈值,因此,改善MCI高危人群的血压管理。
    方法:数据来自中国纵向健康长寿调查(CLHLS)队列。我们选择了2014年进入队列的正常认知老年人,进行了5年的随访,以观察MCI的进展。随后,我们使用Cox回归模型来识别MCI的危险因素,并使用基于Cox的限制性三次样条回归(RCS)模型来检验收缩压(SBP)和舒张压(DBP)与MCI之间的非线性关系,从而确定MCI进展的临界血压阈值.
    结果:在老年人群中,女性(HR=1.489,95%CI:1.017-2.180),过去缺乏锻炼(HR=1.714,95%CI:1.108-2.653),更喜欢动物脂肪(HR=2.340,95%CI:1.348-4.061),年龄增加(HR=1.061,95%CI:1.038-1.084),SBP增加(HR=1.036,95%CI:1.024-1.048),DBP升高(HR=1.056,95%CI:1.031-1.081)与MCI进展相关。在调整了性别等因素后,锻炼,首选类型的脂肪,和年龄,老年人SBP(P非线性<0.001)和DBP(P非线性<0.001)均与MCI呈非线性相关.当SBP超过135mmHg,DBP在80-88mmHg范围内时,MCI的风险增加。然而,当DBP超过88mmHg时,MCI进展呈下降趋势,尽管HR保持在1以上。确定的MCI的临界血压管理阈值为135/80mmHg。
    结论:在这项研究中,我们发现,影响老年人MCI进展的危险因素包括性别(女性),更喜欢使用动物脂肪,过去缺乏锻炼,年龄增长,SBP增加,增加DBP。此外,证实了血压水平与MCI进展之间的非线性关系,MCI发病的关键血压管理阈值落在高血压前期范围内。
    BACKGROUND: Hypertension is an established risk factor for mild cognitive impairment (MCI) in elderly individuals. Nevertheless, the impact of different levels of blood pressure on the progression of MCI remains uncertain. This study aims to investigate the non-linear relationship between blood pressure and MCI in the elderly and detect the critical blood pressure threshold, thus, improving blood pressure management for individuals at high risk of MCI.
    METHODS: Data was obtained from the Chinese Longitudinal Healthy Longevity Survey (CLHLS) cohort. We chose normal cognitive elderly individuals who entered the cohort in 2014 for a 5-year follow-up to observe the progression of MCI. Subsequently, we utilized the Cox regression model to identify risk factors for MCI and conducted a Cox-based restricted cubic spline regression (RCS) model to examine the non-linear relationship between systolic blood pressure (SBP) and diastolic blood pressure (DBP) with MCI, determining the critical blood pressure threshold for MCI progression.
    RESULTS: In the elderly population, female (HR = 1.489, 95% CI: 1.017-2.180), lacking of exercise in the past (HR = 1.714, 95% CI: 1.108-2.653), preferring animal fats (HR = 2.340, 95% CI: 1.348-4.061), increased age (HR = 1.061, 95% CI: 1.038-1.084), increased SBP (HR = 1.036, 95% CI: 1.024-1.048), and increased DBP (HR = 1.056, 95% CI: 1.031-1.081) were associated with MCI progression. After adjusting factors such as gender, exercise, preferred types of fats, and age, both SBP (P non-linear < 0.001) and DBP (P non-linear < 0.001) in elderly individuals exhibited a non-linear association with MCI. The risk of MCI rose when SBP exceeded 135 mmHg and DBP was in the range of 80-88 mmHg. However, when DBP exceeded 88 mmHg, there was a declining trend in MCI progression, although the HR remained above 1. The identified critical blood pressure management threshold for MCI was 135/80 mmHg.
    CONCLUSIONS: In this study, we discovered that risk factors affecting the progression of MCI in elderly individuals comprise gender (female), preferring to use animal fat, lack of exercise in the past, increased age, increased SBP, and increased DBP. Additionally, a non-linear relationship between blood pressure levels and MCI progression was confirmed, with the critical blood pressure management threshold for MCI onset falling within the prehypertensive range.
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  • 文章类型: Journal Article
    我们的目的是研究妊娠晚期胎膜早破(PROM)孕妇的母体中性粒细胞比率与组织学绒毛膜羊膜炎(HCA)风险之间的关系。
    对2018年3月至2021年8月期间妊娠晚期的95例PROM妇女进行了回顾性分析。根据HCA的存在将这些妇女分为两组。比较两组患者的一般临床资料和实验室指标。采用广义加性模型进行曲线拟合,使用分段回归模型进一步解释中性粒细胞比率与HCA风险之间的非线性关系.
    调整混杂因素后,曲线拟合显示中性粒细胞比率与HCA风险之间呈“U”形曲线关系。当中性粒细胞比率<76.3%时,HCA的风险呈下降趋势,但差异无统计学意义(校正OR=0.884,95%CI:0.781~1.001,P=0.053)。然而,当中性粒细胞比率>76.3%时,HCA风险显著增加(校正OR=1.339,95%CI:1.067~1.680,P=0.012)。此外,我们将中性粒细胞比率平均分为三组.低比率组较中比率组发生HCA的风险明显增加(OR=4.292,95%CI:1.247~14.706,P=0.021),用作参考组。同样,高比例组的HCA风险(OR=13.145,95%CI:1.796~96.233,P=0.011)也显著升高.然而,高比率组和低比率组之间的HCA风险无显著差异(OR=1.182,95%CI:0.357-3.909,P=0.784)。
    妊娠晚期胎膜早破妇女的母体中性粒细胞比率与HCA风险之间存在显着的“U”形关系。
    UNASSIGNED: We aimed to investigate the association between maternal neutrophil ratio and histological chorioamnionitis (HCA) risk in pregnant women with premature rupture of membranes (PROM) in late pregnancy.
    UNASSIGNED: A retrospective analysis was conducted on 95 cases of women with PROM in their late pregnancy between March 2018 and August 2021. These women were divided into two groups based on the presence of HCA. General clinical data and laboratory indicators were compared between the two groups. A generalized additive model was used for curve fitting, and a segmented regression model was used to explain further the non-linear relationship between neutrophil ratio and HCA risk.
    UNASSIGNED: After adjusting for confounding factors, the curve fitting showed a \"U\"-shaped curve relationship between the neutrophil ratio and the risk of HCA. When the neutrophil ratio was <76.3%, the risk of HCA exhibited a decreasing trend, but the difference was not statistically significant (adjusted OR = 0.884, 95% CI: 0.781-1.001, P = 0.053). However, when the neutrophil ratio was >76.3%, the HCA risk was significantly increased (adjusted OR = 1.339, 95% CI: 1.067-1.680, P = 0.012). Furthermore, we equally divided the neutrophil ratio into three groups. The risk of HCA was significantly increased in the low-ratio group (OR = 4.292, 95% CI: 1.247-14.706, P = 0.021) compared with the middle-ratio group, which was used as the reference group. Similarly, the HCA risk of the high-ratio group (OR = 13.145, 95% CI: 1.796-96.233, P = 0.011) was also significantly enhanced. However, there was no significant difference in HCA risk between the high-ratio and low-ratio groups (OR = 1.182, 95% CI: 0.357-3.909, P = 0.784).
    UNASSIGNED: There was a significant \"U\"-shaped relationship between maternal neutrophil ratio and HCA risk in women with PROM in late pregnancy.
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  • 文章类型: Journal Article
    单核细胞与高密度脂蛋白胆固醇(MHR)的比率与代谢紊乱有关。然而,关于MHR和糖尿病前期易感性的研究有限。因此,我们进行了一项研究,调查MHR与糖尿病前期患病率之间的关系.
    总共,85,293名参与者被纳入我们的横断面观察性研究。多元回归分析,亚组分析,和相互作用测试用于确定MHR和糖尿病前期之间的关系。探讨MHR与糖尿病前期风险的非线性关联,应用广义相加模型(GAM)和平滑样条。MHR对糖尿病前期风险的阈值效应分析进一步用于确定转折点。
    控制协变量后,结果表明,MHR与糖尿病前期之间存在正相关(比值比(OR)=1.64,95%置信区间(CI),1.48-1.82),亚组分析发现,在年龄较低的个体中,MHR与糖尿病前期之间存在更稳健的相关性,SBP,DBP,TG,TC和BMI和LDL-C的值高于同行。此外,发现MHR与糖尿病前期风险之间的相关性是非线性的,转折点为-0.4(对数似然比,P<0.001)。转折点两侧的影响变量分别为1.94(1.72,2.19)和0.88(0.69,1.14)。
    观察到MHR与中国参与者的糖尿病前期风险之间的正相关是非线性的,MHR≤-0.4与糖尿病前期风险呈显著正相关。
    UNASSIGNED: The monocyte-to-high-density lipoprotein cholesterol (MHR) ratio has been linked to metabolic disorders. However, there is limited research on the predisposition to MHR and prediabetes. Hence, we conducted a study to investigate the relationship between MHR and the prevalence of prediabetes.
    UNASSIGNED: In total, 85,293 participants were included in our cross-sectional observational study. Multivariable regression analysis, subgroup analyses, and interaction testing were used to determine the relationship between MHR and prediabetes. To explore the non-linear association of MHR with prediabetes risk, generalized additive model (GAM) and smoothing splines were applied. The threshold effect analysis of MHR on the risk of prediabetes was further employed to identify the turning point.
    UNASSIGNED: After controlling for covariates, the results indicated that a positive correlation persisted between MHR and prediabetes (odds ratio (OR) =1.64, 95% confidence interval (CI), 1.48-1.82), and subgroup analyses found a more robust correlation between MHR and prediabetes in individuals with lower age, SBP, DBP, TG, TC and higher values of BMI and LDL-C than in their counterparts. Additionally, the correlation between MHR and the risk of prediabetes was found to be non-linear, with a turning point of -0.4 (Log-Likelihood Ratio, P< 0.001). The impact of variables on the two sides of the turning point were 1.94 (1.72, 2.19) and 0.88 (0.69, 1.14).
    UNASSIGNED: The positive correlation between MHR and the risk of prediabetes in Chinese participants was observed to be non-linear, and MHR ≤ -0.4 was strongly positively correlated with prediabetes risk.
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  • 文章类型: Journal Article
    肥胖是代谢综合征(MetS)的重要特征性表现,体圆度指数(BRI)是与肥胖相关的人体测量指标之一。然而,关于BRI与MetS风险之间关系的研究有限。我们旨在探讨美国人群基线BRI与MetS之间的关系。我们的研究使用了1999年至2018年国家健康和营养检查调查(NHANES)的数据,最终招募并分析了47,303名参与者。数据驱动的三元系数被用来对BRI水平进行分类,和多变量逻辑回归模型被拟合以研究成人BRI与MetS的相关性。此外,受试者工作特征曲线分析用于评估BRI预测MetS的能力。BRI的分布在不同种族之间有所不同,非西班牙裔白人和其他种族的比例逐渐减少。此外,BRI与传统心血管危险因素显著相关。单因素回归分析表明BRI是MetS的中度危险因素,多因素logistic回归分析发现,BRI仍然是MetS的独立危险因素。调整混杂变量后,发现BRI水平与MetS患病率之间存在非线性关系.更重要的是,BRI预测MetS在人体测量中具有最大的AUC。总之,基线BRI水平升高与MetS的发展独立相关,基线BRI可能有助于识别有MetS风险的患者,导致早期和最佳的治疗,以改善他们的结果。
    Obesity is an important characteristic manifestation of metabolic syndrome (MetS), and body roundness index (BRI) is one of the anthropometric indicators associated with obesity. However, studies on the relationship between BRI and MetS risk are limited. We aimed to explore the relationship between baseline BRI and MetS in the USA population. Our study used data from the National Health and Nutrition Examination Survey from 1999 to 2018, ultimately enrolling and analysing 47 303 participants. Data-driven tertiles were used to categorise BRI levels, and multivariate logistic regression models were fitted to investigate the association of BRI with MetS in adults. In addition, receiver operating characteristic curve analysis was used to assess the ability of BRI to predict MetS. The distribution of BRI was different across ethnic groups with a gradual decrease in the proportion of non-Hispanic Whites and other races. In addition, BRI was significantly associated with traditional cardiovascular risk factors. Univariate regression analysis indicated BRI to be a moderate risk factor for MetS, and multivariate logistic regression analysis found that BRI remained an independent risk factor for MetS. After adjusting for confounding variables, a non-linear relationship was found between BRI levels and the prevalence of MetS. More importantly, BRI predicted MetS with the largest AUC among anthropometric measures. In summary, elevated baseline BRI levels are independently associated with the development of MetS, and baseline BRI may assist in identifying patients at risk for MetS, leading to early and optimal treatment to improve their outcomes.
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