Stewart J R, Fryer E B, Fryer H C
J Nutr. 1987 Apr;117(4):650-9. doi: 10.1093/jn/117.4.650.
Response-surface regression analysis was used to study dietary levels of fiber, carbohydrate, lipid and protein to minimize serum and liver cholesterol and triglyceride levels and maximize serum high-density lipoprotein-cholesterol levels of male weanling rats. Because the dietary components were not statistically independent, they were studied in combinations of three variables. The three-variable combinations were the most useful in locating the desired maximum or minimum lipid responses in terms of the proportions of the dietary components. These analyses indicated that dietary carbohydrate, lipid and protein were better than dietary fiber for predicting the serum and liver lipid response levels. Response-surface contours and three-dimensional plots were developed for each lipid response except serum triglycerides, which were not predictable. The contours and three-dimensional plots were used to help determine those combinations of the diet components that would produce the desired maximum or minimum lipid responses. The statistical analyses indicated that the desired lipid response levels could be attained with a diet consisting of 3-5% neutral detergent bran fiber, 6-10% lipid, 54-55% carbohydrate, 26-30% protein and 4.7% vitamins and minerals.
采用响应面回归分析研究雄性断乳大鼠饮食中纤维、碳水化合物、脂质和蛋白质的水平,以最大限度降低血清和肝脏胆固醇及甘油三酯水平,并最大限度提高血清高密度脂蛋白胆固醇水平。由于饮食成分在统计学上并非相互独立,因此以三个变量的组合形式进行研究。就饮食成分比例而言,三变量组合对于确定所需的最大或最小脂质反应最为有用。这些分析表明,与膳食纤维相比,饮食中的碳水化合物、脂质和蛋白质能更好地预测血清和肝脏脂质反应水平。针对除血清甘油三酯(无法预测)外的每种脂质反应,绘制了响应面等高线图和三维图。这些等高线图和三维图用于帮助确定饮食成分的那些组合,这些组合将产生所需的最大或最小脂质反应。统计分析表明,由3 - 5%中性洗涤麸皮纤维、6 - 10%脂质、54 - 55%碳水化合物、26 - 30%蛋白质以及4.7%维生素和矿物质组成的饮食能够达到所需的脂质反应水平。