Luo Hui-Huan, Li Juan, Feng Xiao-Fei, Sun Xiao-Yu, Li Jing, Yang Xilin, Fang Zhong-Ze
Department of Toxicology and Sanitary Chemistry, School of Public Health, Tianjin Medical University, Tianjin, China.
Chinese Academy of Sciences, Dalian Institute of Chemical Physics, Dalian, China.
BMJ Open Diabetes Res Care. 2020 Sep;8(1). doi: 10.1136/bmjdrc-2019-000877.
Tight control of hyperglycemia reduces risk of diabetic retinopathy (DR), but the residual risk remains high. This study aimed to explore relationships between plasma phenylalanine and tyrosine with DR in type 2 diabetes (T2D) and interactions between the two amino acids, and their secondary interaction with renal dysfunction.
We extracted data of 1032 patients with T2D from tertiary hospital consecutively from May 2015 to August 2016. Binary logistic regression models with restricted cubic spline were used to check potential non-linear associations and to obtain ORs and 95% CIs of variables under study. Addictive interaction was estimated using relative excess risk due to interaction, attributable proportion due to interaction and synergy index. Area under the receiver operating characteristic curve was used to check increased predictive values.
Of 1032 patients, 162 suffered from DR. Copresence of low phenylalanine and low tyrosine increased DR risk (OR 6.01, 95% CI 1.35 to 26.8), while either of them alone did not have a significant effect with significant additive interaction. Presence of diabetic nephropathy further increased the OR of copresence of low phenylalanine and low tyrosine for DR to 25.9 (95% CI 8.71 to 76.9) with a significant additive interaction. Inclusion of phenylalanine and tyrosine in a traditional risk factor model significantly increased area under the curve from 0.81 to 0.83 (95% CI 0.80 to 0.86).
Plasma low phenylalanine and low tyrosine worked independently and synergistically to increase the risk of DR in T2D. Presence of renal dysfunction further amplified the effect of copresence of low phenylalanine and low tyrosine on DR risk.
严格控制高血糖可降低糖尿病视网膜病变(DR)的风险,但残余风险仍然很高。本研究旨在探讨2型糖尿病(T2D)患者血浆苯丙氨酸和酪氨酸与DR之间的关系,以及这两种氨基酸之间的相互作用,及其与肾功能不全的二次相互作用。
我们连续提取了2015年5月至2016年8月期间来自三级医院的1032例T2D患者的数据。使用带有受限立方样条的二元逻辑回归模型来检查潜在的非线性关联,并获得所研究变量的比值比(OR)和95%可信区间(CI)。使用交互作用引起的相对超额风险、交互作用归因比例和协同指数来估计相加交互作用。使用受试者工作特征曲线下面积来检查预测值的增加情况。
在1032例患者中,162例患有DR。低苯丙氨酸和低酪氨酸同时存在会增加DR风险(OR 6.01,95%CI 1.35至26.8),而单独任何一种情况均无显著影响,但存在显著的相加交互作用。糖尿病肾病的存在进一步将低苯丙氨酸和低酪氨酸同时存在导致DR的OR提高至25.9(95%CI 8.71至76.9),且存在显著的相加交互作用。将苯丙氨酸和酪氨酸纳入传统风险因素模型可使曲线下面积从0.81显著增加至0.83(95%CI 0.80至0.86)。
血浆低苯丙氨酸和低酪氨酸在T2D中独立且协同作用,增加DR风险。肾功能不全的存在进一步放大了低苯丙氨酸和低酪氨酸同时存在对DR风险的影响。