Song Xiaoling, Huang Ying, Neuhouser Marian L, Tinker Lesley F, Vitolins Mara Z, Prentice Ross L, Lampe Johanna W
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA;
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA.
Am J Clin Nutr. 2017 Jun;105(6):1272-1282. doi: 10.3945/ajcn.117.153072. Epub 2017 Apr 26.
Biomarkers of macronutrient intake are lacking. Controlled human feeding studies that preserve the normal variation in nutrient and food consumption are necessary for the development and validation of robust nutritional biomarkers. We aimed to assess the utility of serum phospholipid fatty acids (PLFAs) as biomarkers of dietary intakes of fatty acids, total fat, and carbohydrate. We used an individualized controlled feeding study in which 153 postmenopausal women from the Women's Health Initiative (WHI) were provided with a 2-wk controlled diet that mimicked each individual's habitual food intake. A total of 41 PLFAs were measured with the use of gas chromatography in end-of-feeding-period fasting serum samples and expressed in both relative and absolute concentrations. values (percentages of variation explained) from linear regressions of (ln-transformed) consumed fatty acids (individual, groups, and broad categories) on (ln-transformed) corresponding measures of serum PLFAs alone and together with selected participant-related variables (age, race/ethnicity, body mass index, season of study participation, education level, and estimated energy intake from doubly labeled water) were used for evaluation against established urinary recovery biomarkers of energy and protein intake as benchmarks. Models to predict intakes of other nutrients were also explored. Intakes of eicosapentaenoic acid and docosahexaenoic acid achieved the benchmark of > 36% with or without covariates. When all 41 serum PLFAs and participant-related covariates were initially included in the model for selection, cross-validated achieved >36% for consumed total carbohydrate (grams per day), total saturated fatty acids (SFAs), percentage of energy from SFAs, and total fatty acids with serum PLFAs in both relative and absolute concentrations. Serum PLFA biomarkers perform similarly to established energy and protein urinary recovery biomarkers in describing intake variations for several nutrients and, thus, appear suitable for application in this population of postmenopausal women. This approach represents an important methodologic contribution toward the utilization of nutritional biomarkers to assess macronutrient intake. This trial was registered at clinicaltrials.gov as NCT00000611.
目前缺乏大量营养素摄入的生物标志物。为了开发和验证可靠的营养生物标志物,需要进行能保留营养素和食物摄入正常变化的人体对照喂养研究。我们旨在评估血清磷脂脂肪酸(PLFAs)作为脂肪酸、总脂肪和碳水化合物膳食摄入量生物标志物的效用。我们采用了一项个体化对照喂养研究,为153名来自女性健康倡议(WHI)的绝经后女性提供了为期2周的对照饮食,该饮食模仿了每个人的习惯性食物摄入。在喂养期结束时的空腹血清样本中,使用气相色谱法测量了总共41种PLFAs,并以相对和绝对浓度表示。将(经自然对数转换的)摄入脂肪酸(个体、组和大类)对(经自然对数转换的)血清PLFAs的相应测量值单独以及与选定的参与者相关变量(年龄、种族/民族、体重指数、研究参与季节、教育水平和通过双标记水法估算的能量摄入量)进行线性回归得到的R²值(解释的变异百分比),用于与已确立的能量和蛋白质摄入量的尿回收率生物标志物作为基准进行评估。还探索了预测其他营养素摄入量的模型。无论有无协变量,二十碳五烯酸和二十二碳六烯酸的摄入量均达到了R²>36%的基准。当最初将所有41种血清PLFAs和参与者相关协变量纳入模型进行选择时,对于摄入的总碳水化合物(每天克数)、总饱和脂肪酸(SFA)、SFA提供的能量百分比以及总n-3脂肪酸,使用相对和绝对浓度的血清PLFAs进行交叉验证的R²均达到>36%。血清PLFA生物标志物在描述几种营养素的摄入量变化方面与已确立的能量和蛋白质尿回收率生物标志物表现相似,因此似乎适用于该绝经后女性人群。这种方法代表了在利用营养生物标志物评估大量营养素摄入量方面的一项重要方法学贡献。该试验在clinicaltrials.gov上注册为NCT00000611。