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饮食蛋白质摄入量与前列腺特异性抗原之间是否存在非线性关系:来自全国健康和营养检查调查(2003-2010 年)的证据。

Is there a non-linear relationship between dietary protein intake and prostate-specific antigen: proof from the national health and nutrition examination survey (2003-2010).

机构信息

Department of Oral and Maxillofacial Surgery, Guizhou Provincial People's Hospital, Guiyang, 550001, Guizhou, China.

Medical College of Guizhou University, Guiyang, 550001, Guizhou, China.

出版信息

Lipids Health Dis. 2020 May 2;19(1):82. doi: 10.1186/s12944-020-01234-6.

Abstract

BACKGROUND

Growing evidence demonstrated that dietary protein intake may be a risk factor for prostate cancer and elevate the level of prostate-specific antigen (PSA). However, proof for the correlation between dietary protein intake and PSA in American adults without prostate tumor history is limited. Our goal was to investigate the association of dietary protein intake with PSA using the National Health and Nutrition Examination Survey (NHANES) (2003-2010) database.

METHODS

After the screening, 6403 participants were included in the study. The interested independent is the dietary protein intake, and the dependent variable is PSA levels, the covariates included demographic, dietary, biological data, and physical examination variables. A weighted linear model and a weighted linear regression model were used to examine the distribution of variables in the covariate differences between the different independent groups according to quartiles. Four models were used to survey the association between dietary protein intake and PSA. We also attempted to find a nonlinear relationship between dietary protein intake and PSA using the GAM model and the penalty spline method and further solved the nonlinear problem using weighted two-piecewise linear model.

RESULTS

The weighted multivariate linear regression analysis demonstrated that dietary protein intake was not independently associated with PSA levels after adjusting potential confounders (β = 0.015, 95%CI:-0.024, 0.055). However, we found the non-linear relationship between dietary protein intake and PSA, whose point was 18.18 g (per 10 g change). The magnitude and confidence intervals for the left and right inflection points are - 0.03 (- 0.09, 0.02) and 0.22 (0.07, 0.36), respectively. On the right side of the inflection point, one gram of increment in protein intake was associated with increased PSA levels by 0.22 (log2 transformation: 0.22, 95%CI: 0.07, 0.36).

CONCLUSIONS

After adjusting for potential covariates, the non-linear correlation between dietary protein intake and PSA was observed. When dietary protein intake exceeded the threshold of 181.8 g, dietary protein intake was positively correlated with elevated PSA levels.

摘要

背景

越来越多的证据表明,膳食蛋白质的摄入量可能是前列腺癌的一个危险因素,并提高前列腺特异性抗原(PSA)的水平。然而,对于没有前列腺肿瘤病史的美国成年人,膳食蛋白质的摄入量与 PSA 之间的相关性的证据是有限的。我们的目标是使用国家健康和营养检查调查(NHANES)(2003-2010 年)数据库来研究膳食蛋白质的摄入量与 PSA 之间的关系。

方法

筛选后,6403 名参与者被纳入研究。感兴趣的自变量是膳食蛋白质的摄入量,因变量是 PSA 水平,协变量包括人口统计学、饮食、生物学数据和体检变量。使用加权线性模型和加权线性回归模型,根据四分位数,检查不同独立组之间协变量差异的变量分布。使用四个模型来调查膳食蛋白质的摄入量与 PSA 之间的关系。我们还尝试使用 GAM 模型和惩罚样条法来发现膳食蛋白质的摄入量与 PSA 之间的非线性关系,并使用加权两段线性模型进一步解决非线性问题。

结果

加权多元线性回归分析表明,在调整潜在混杂因素后,膳食蛋白质的摄入量与 PSA 水平没有独立的相关性(β=0.015,95%CI:-0.024,0.055)。然而,我们发现了膳食蛋白质的摄入量与 PSA 之间的非线性关系,其拐点为 18.18g(每 10g 变化)。拐点左右的幅度和置信区间分别为-0.03(-0.09,0.02)和 0.22(0.07,0.36)。在拐点的右侧,蛋白质摄入量每增加 1 克,PSA 水平就会升高 0.22(对数转换:0.22,95%CI:0.07,0.36)。

结论

在调整了潜在的混杂因素后,观察到了膳食蛋白质的摄入量与 PSA 之间的非线性相关性。当膳食蛋白质的摄入量超过 181.8g 的阈值时,膳食蛋白质的摄入量与 PSA 的升高呈正相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/651a/7195731/564c7fa5ba05/12944_2020_1234_Fig1_HTML.jpg

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