non-linear relationship

非线性关系
  • 文章类型: Journal Article
    这项研究探讨了2型糖尿病(T2DM)患者血清维生素D浓度与糖尿病肾病(DKD)之间的潜在相关性。
    这项横断面研究评估了来自国家健康和营养检查调查(NHANES)数据集的4,570名T2DM患者。限制性立方样条用于检查T2DM患者血清维生素D水平与DKD风险之间的剂量-反应关系。将血清维生素D浓度分为四分位数进行多变量逻辑回归分析,以评估T2DM患者不同的血清维生素D水平与DKD风险之间的关系。此外,进行性别分层分析以确定结果的一致性.使用Cox回归模型评估维生素D浓度对死亡风险的影响。
    在T2DM患者中,33%被诊断为DKD。限制性三次样条图显示维生素D水平与DKD风险之间呈U型关系,具有中等范围的保护作用,表明血清维生素D的最佳浓度在59.6nmol/L和84.3nmol/L之间。多变量Cox回归分析提示较高的VID水平与降低的死亡风险相关。尤其是男性患者。
    在最佳范围内调节和监测血清维生素D水平可能在预防T2DM患者DKD中起关键作用。公共卫生战略应强调定期监测维生素D水平,尤其是在高危人群中,减轻DKD的进展并降低相关死亡率。
    UNASSIGNED: This investigation explored the potential correlation between serum vitamin D concentration and diabetic kidney disease (DKD) among patients with type 2 diabetes mellitus (T2DM).
    UNASSIGNED: This cross-sectional study assessed 4,570 patients with T2DM drawn from the National Health and Nutrition Examination Survey (NHANES) dataset. Restricted cubic splines were utilized to examine the dose-response relationship between serum vitamin D levels and the risk of DKD in patients with T2DM. Serum vitamin D concentrations were divided into quartiles for multivariable logistic regression analysis to evaluate the association between varying serum vitamin D levels and DKD risk in patients with T2DM. Additionally, sex-stratified analyses were conducted to determine consistency of the results. The influence of vitamin D concentrations on mortality risk was assessed using a Cox regression model.
    UNASSIGNED: Of the patients with T2DM, 33% were diagnosed with DKD. Restricted cubic spline plots revealed a U-shaped relationship between vitamin D levels and DKD risk, with a protective effect noted in the mid-range, indicating optimal serum vitamin D concentrations between 59.6 nmol/L and 84.3 nmol/L. The multivariate Cox regression analysis suggested that higher VID levels were associated with a reduced mortality risk, particularly in male patients.
    UNASSIGNED: The regulation and monitoring of serum vitamin D levels within an optimal range may play a pivotal role in the prevention of DKD in patients with T2DM. Public health strategies should emphasize the regular monitoring of vitamin D levels, especially among populations at elevated risk, to mitigate the progression of DKD and decrease the associated mortality rates.
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  • 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
    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
    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
    目的:非高密度脂蛋白与高密度脂蛋白的比值(non-HDL-c/HDL-c比值)与血糖状态的变化以及2型糖尿病(T2DM)的发生发展之间的关系已得到证实。然而,缺乏关于非HDL-c/HDL-c比值与空腹血糖受损(IFG)患者血糖正常逆转之间的关联的证据.因此,本研究旨在研究非HDL-c/HDL-c比值与IFG患者血糖恢复正常的可能性之间的联系.
    方法:这项回顾性队列研究调查了2010年1月至2016年中国RichHealthcareGroup的15,524名非选择性IFG参与者的数据。Cox比例风险回归模型用于研究基线非HDL-c/HDL-c比值与血糖恢复正常概率之间的联系。我们能够使用带有立方样条平滑的Cox比例风险回归模型发现非HDL-c/HDL-c比率与恢复正常血糖之间的非线性关联。我们还进行了一些敏感性和亚组分析。竞争风险多变量Cox回归也用于检查糖尿病的发展作为正常血糖事件逆转的竞争风险。
    结果:在我们的研究中,共有15524人参加,平均年龄为50.9±13.5岁,男性占64.7%。平均基线非HDL-c/HDL-c比率为2.9±0.9。在2.9年的平均随访期内,我们观察到血糖恢复正常率为41.8%。在调整协变量后,我们的研究结果显示,非HDL-c/HDL-c比值与血糖恢复正常的可能性呈负相关(HR=0.71,95%CI0.69~0.74).值得注意的是,我们确定了非HDL-c/HDL-c比值与从IFG过渡到血糖正常的概率之间的非线性关系.我们发现非HDL-c/HDL-c比率为3.1的拐点,左侧的HR为0.63(95%CI0.69,0.74),右侧的HR为0.78(95%CI0.74,0.83)。竞争风险多元考克斯回归,敏感性分析,和亚组分析始终支持我们的稳健结果。
    结论:我们的研究表明,中国IFG患者的非HDL-c/HDL-c比值与血糖恢复正常之间存在负向非线性关系。具体来说,当non-HDL-c/HDL-c比值低于3.1时,观察到与血糖恢复正常呈显著负相关.此外,将非HDL-c/HDL-c比值保持在3.1以下显著提高了血糖恢复正常的概率.
    OBJECTIVE: The relationship between the non-high-density lipoprotein to high-density lipoprotein ratio (non-HDL-c/HDL-c ratio) and changes in glycemic status as well as the development of type 2 diabetes mellitus (T2DM) has been well established. However, there is a lack of evidence concerning the association between the non-HDL-c/HDL-c ratio and the reversal of normoglycemia in individuals with impaired fasting glucose (IFG). Therefore, this study aimed to examine the connection between the non-HDL-c/HDL-c ratio and the likelihood of reverting to normoglycemia among people with IFG.
    METHODS: This retrospective cohort study examined data collected from 15,524 non-selective participants with IFG at the Rich Healthcare Group in China between January 2010 and 2016. The Cox proportional-hazards regression model was used to investigate the connection between the baseline non-HDL-c/HDL-c ratio and the probability of reverting to normoglycemia. We were able to discover the non-linear association between the non-HDL-c/HDL-c ratio and reversion to normoglycemia using a Cox proportional hazards regression model with cubical spline smoothing. We also performed several sensitivity and subgroup analyses. A competing risk multivariate Cox regression was utilized as well to examine the development to diabetes as a competing risk for the reversal of normoglycemic events.
    RESULTS: In our study, a total of 15,524 individuals participated, with a mean age of 50.9 ± 13.5 years, and 64.7% were male. The average baseline non-HDL-c/HDL-c ratio was 2.9 ± 0.9. Over a median follow-up period of 2.9 years, we observed a reversion rate to normoglycemia of 41.8%. After adjusting for covariates, our findings revealed a negative association between the non-HDL-c/HDL-c ratio and the likelihood of reverting to normoglycemia (HR = 0.71, 95% CI 0.69-0.74). Notably, we identified a non-linear relationship between the non-HDL-c/HDL-c ratio and the probability of transitioning from IFG to normoglycemia. We found an inflection point at a non-HDL-c/HDL-c ratio of 3.1, with HRs of 0.63 (95% CI 0.69, 0.74) on the left side and 0.78 (95% CI 0.74, 0.83) on the right side of the point. Competing risks multivariate Cox\'s regression, sensitivity analysis, and subgroup analysis consistently supported our robust results.
    CONCLUSIONS: Our study has revealed a negative and non-linear relationship between the non-HDL-c/HDL-c ratio and reversion to normoglycemia in Chinese people with IFG. Specifically, when the non-HDL-c/HDL-c ratio was below 3.1, a significant and negative association with reversion to normoglycemia was observed. Furthermore, keeping the non-HDL-c/HDL-c ratio below 3.1 significantly elevated the probability of returning to normoglycemia.
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  • 文章类型: Journal Article
    目的:关于肌酐与体重(Cre/BW)比值与糖尿病前期发展为糖尿病的风险之间的关联的证据仍然有限。我们的研究旨在检查Cre/BW比率与糖尿病前期患者的糖尿病发生率之间的关系。
    方法:这项回顾性队列研究包括2010年至2016年在中国接受健康检查的24,506名糖尿病前期参与者。我们使用Cox比例风险回归模型来探索糖尿病前期患者基线Cre/BW比值与糖尿病风险之间的关系。使用带有三次样条函数和平滑曲线拟合(三次样条平滑)的Cox比例风险回归,我们能够确定它们之间的非线性关系。我们还进行了一些亚组和敏感性分析。
    结果:纳入本研究的参与者的年龄范围为20-99岁,16,232人中大多数(66.24%)是男性。平均基线Cre/BW比为1.06(SD0.22)umol/L/kg。2512(10.25%)的参与者在2.89年的中位随访期内接受了糖尿病的最终诊断。在调整协变量后,在糖尿病前期参与者中,Cre/BW比值与糖尿病事件呈负相关,每umol/L/kg的Cre/BM比值增加伴随着糖尿病风险降低55.5%(HR=0.445,95CI0.361~0.548).Cre/BW比值与糖尿病风险呈非线性关系,以1.072umol/L/kg为比值拐点。HR分别为0.294(95CI:0.208-0.414)和0.712(95CI:0.492-1.029),分别,在拐点的左右两侧。敏感性分析证明了这些结果的稳健性。亚组分析表明,在50岁以下的参与者中,Cre/BW比率与糖尿病风险密切相关。以及舒张压(DBP)<90mmHg和甘油三酸酯(TG)<1.7mmol/L的患者。相比之下,在50岁或以上的参与者中,DBP≥90mmHg的,TG≥1.7mmol/L的,Cre/BW比值与糖尿病风险之间的关系减弱。
    结论:这项研究表明,在中国糖尿病前期人群中,Cre/BW比值与糖尿病风险之间存在非线性关系。从治疗的角度来看,将Cre/BW比值水平维持在1.072umol/L/kg的拐点以上是有临床意义的。
    OBJECTIVE: Evidence on the association between the creatinine to body weight (Cre/BW) ratio and the risk of pre-diabetes to diabetes development remains limited. Our study aimed to examine the association between the Cre/BW ratio and incident diabetes in pre-diabetic patients.
    METHODS: This retrospective cohort study included 24,506 pre-diabetic participants who underwent health checks from 2010 to 2016 in China. We used the Cox proportional-hazards regression model to explore the relationship between baseline Cre/BW ratio and diabetes risk in pre-diabetes patients. Using a Cox proportional hazards regression with cubic spline function and smooth curve fitting (cubical spline smoothing), we were able to determine the non-linear relationship between them. We also carried out a number of subgroup and sensitivity analyses.
    RESULTS: The age range of the participants included in this study was 20-99 years, with a majority of 16,232 individuals (66.24%) being men. The mean baseline Cre/BW ratio was 1.06 (SD 0.22) umol/L/kg. 2512 (10.25%) participants received a diabetes final diagnosis over a median follow-up period of 2.89 years. After adjusting for covariates, the Cre/BW ratio had a negative association with incident diabetes in participants with pre-diabetes, per umol/L/kg increase in Cre/BM ratio was accompanied by a 55.5% decrease in diabetes risk (HR = 0.445, 95%CI 0.361 to 0.548). The Cre/BW ratio and risk of diabetes had a non-linear connection, with 1.072 umol/L/kg serving as the ratio\'s inflection point. The HR were 0.294 (95%CI:0.208-0.414) and 0.712 (95%CI:0.492-1.029), respectively, on the left and right sides of the inflection point. The sensitivity analysis demonstrated the robustness of these results. Subgroup analyses indicated that the Cre/BW ratio was strongly associated with the risk of diabetes among participants who were younger than 50 years, as well as among those with diastolic blood pressure (DBP) < 90 mmHg and triglyceride (TG) < 1.7 mmol/L. In contrast, among participants 50 years of age or older, those with DBP ≥ 90 mmHg, and those with TG ≥ 1.7 mmol/L, the relationship between the Cre/BW ratio and the risk of diabetes was attenuated.
    CONCLUSIONS: This study demonstrates a negative, non-linear relationship between the Cre/BW ratio and the risk of diabetes among the Chinese population with pre-diabetes. From a therapeutic standpoint, it is clinically meaningful to maintain the Cre/BW ratio levels above the inflection point of 1.072 umol/L/kg.
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