Study on the Characteristic Specturm and Color Change of Steamed Rehmanniae Radix Praeparata and Optimization of Processing Technology
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摘要:
目的 研究熟地黄蒸制过程中特征图谱与颜色的变化规律, 结合Box-Behnken响应曲面模型, 优选熟地黄炮制工艺。 方法 应用Pearson相关性分析、聚类分析、主成分分析(PCA)、正交偏最小二乘分析(OPLS-DA)等多元统计方法研究熟地黄蒸制过程中的颜色和特征图谱峰面积变化, 筛选熟地黄药材关键的质量标志物(Q-markers), 以Q-markers为评价指标, 结合综合评分法考察蒸制时间、干燥温度、干燥时间对熟地黄质量的影响, 同时采用Box-Behnken响应曲面法优选最佳炮制工艺。 结果 建立的生地黄特征图谱和熟地黄特征图谱分别标定18、20个共有峰, 其中19号峰[5-羟甲基糠醛(5-HMF)]为生地黄经炮制后产生的新化学成分; 生地黄蒸制2 h后色差显著(ΔE*>12), 且各特征峰峰面积与生品的差异较大; 蒸制时间超过2 h后, 不同蒸制时间点的熟地黄ΔE*为0.28~4.76, 色差不能被肉眼识别。以色度值L*、a*、b*、E*为变量可将不同炮制点的熟地黄聚为3类, 以色度值L*、a*、b*、E*, 环烯醚萜苷类成分, 苯乙醇苷类成分, 5-HMF为变量可将不同炮制点的熟地黄聚为4类。熟地黄最佳炮制工艺为: 润制水量为药材量的0.3倍, 润制时间为24 h, 蒸制时间为2.17 h, 干燥温度为61.15 ℃, 干燥时间为13.73 h。 结论 建立的响应面模型准确、可预测, 建立的特征图谱方法和优选的熟地黄炮制工艺方法稳定可行, 结合炮制过程的颜色变化规律, 可为熟地黄的质量控制和综合开发利用提供参考。 Abstract:OBJECTIVE To optimize the processing technique of Shudihuang (Rehmanniae Radix Praeparata, RRP) by Box-Behnken response surface model based on the change rule of characteristic spectrum and color. METHODS Multivariate statistical methods including Pearson correlation analysis, cluster analysis, principal component analysis (PCA) and orthogonal partial least squares-discriminate analysis (OPLS-DA) were used to analyze the color changes and the peak area changes of the characteristic spectrum in the processing of RRP, and to screen key quality markers (Q-markers) for RRP. Q-markers were used to evaluate the effects of steaming time, drying temperature, and drying time on the quality of RRP, and the Box-Behnken response surface method was used to determine the optimal processing technique. RESULTS The established characteristic spectrum of Shengdihuang (Rehmanniae Radix, RR) and RRP marked 18 and 20 common peaks, respectively. Among them, peak 19(5-HMF)was a new chemical component produced after the processing of RR. There was a significant difference in color (ΔE* > 12) after 2 h of evaporation, and the peak area of each characteristic was significantly different from RR. The ΔE* of RRP at different steaming time points was 0.28~4.76, indicating that the color difference could not be recognized by the naked eye. RRP from different processing points could be clustered into 3 groups with chromaticity values L*, a*, b*, E* as variables, and RRP from different processing points could be clustered into 4 groups with chromaticity values L*, a*, b*, E*, and iridoid glycosides, phenylethanolglycosides and 5-HMF as variables. The optimum processing technique of steamed RRP was as follows: moistening water was 0.3 times the amount of medicinal material, moistening time was 24 h, steaming time was 2.17 h, drying temperature was 61.15 ℃, and drying time was 13.73 h. CONCLUSION The established response surface model is accurate and predictable, the established characteristic spectrum and the optimized processing method of RRP are stable and feasible. Combining with the color change rule of the processing process, it can provide a reference for comprehensive utilization and the quality control of RRP. -
图 1 14批生地黄(A)、熟地黄(B)的叠加特征图谱及其对照特征图谱(R)、混合对照品溶液的UPLC图(C~D)
注: 3.腺苷; 4.梓醇; 7.地黄苷D; 8.地黄苷A; 9.益母草苷; 11.洋地黄叶苷C; 12.焦地黄苯乙醇苷A1;13.毛蕊花糖苷; 14.焦地黄苯乙醇苷B1;15.异毛蕊花糖苷; 19.5-HMF
Figure 1. UPLC superimposed characteristic spectrum and control characteristic spectrum (R) of 14 batches of RR (A) and RRP (B), chromatograms of mixed reference solution (C-D)
表 1 炮制过程熟地黄色度值与色差值
Table 1. Chromaticity value and color difference value of RRP during processing
编号 蒸制时间/h L* a* b* E* ΔL* Δa* Δb* ΔE* PZ1 0 17.37 8.78 14.06 24.01 / / / / PZ2 2 16.14 1.76 -2.54 16.43 -1.23 -7.02 -16.60 18.06 PZ3 4 15.69 0.57 0.29 15.70 -0.45 -1.20 2.83 3.11 PZ4 6 12.50 2.13 -2.88 13.00 -3.19 1.56 -3.18 4.76 PZ5 8 13.19 1.47 -3.57 13.75 0.69 -0.67 -0.69 1.18 PZ6 12 12.92 1.98 -3.68 13.58 -0.27 0.52 -0.12 0.60 PZ7 18 14.17 1.95 -3.39 14.70 1.24 -0.03 0.29 1.28 PZ8 24 14.12 2.18 -3.25 14.65 -0.04 0.23 0.14 0.28 PZ9 30 13.21 2.06 -3.20 13.74 -0.92 -0.12 0.05 0.93 PZ10 36 13.57 2.00 -2.91 14.03 0.37 -0.06 0.29 0.47 PZ11 42 14.30 2.10 -2.58 14.68 0.73 0.10 0.34 0.81 PZ12 48 13.06 2.75 -2.80 13.64 -1.24 0.65 -0.23 1.42 表 2 炮制过程熟地黄色度值与特征图谱各特征峰峰面积Pearson相关系数
Table 2. Pearson correlation coefficient between the chromaticity value of RRP and the peak area of each characteristic spectrum in the processing process
峰号 L* a* b* E* 1 0.546 0.316 0.360 0.490 2 0.324 0.604* 0.659* 0.564 3 0.135 -0.344 -0.175 -0.094 4 0.678* 0.632* 0.821** 0.791** 5 0.786** 0.827** 0.924** 0.938** 6 -0.413 -0.162 -0.355 -0.390 7 0.609* 0.580* 0.745** 0.715** 8 0.646* 0.633* 0.749** 0.753** 9 0.207 0.182 0.163 0.249 10 0.725** 0.872** 0.960** 0.921** 11 0.008 -0.329 -0.154 -0.143 12 0.465 -0.075 0.321 0.287 13 0.297 -0.143 0.213 0.161 14 0.496 0.097 0.435 0.409 15 0.723** 0.539 0.757** 0.755** 16 -0.307 -0.453 -0.399 -0.390 17 -0.375 -0.845** -0.620* -0.658* 18 0.174 -0.226 0.123 0.031 19 -0.123 -0.453 -0.216 -0.281 20 0.459 0.051 0.361 0.351 4+7+8+9 0.685* 0.652* 0.831** 0.804** 11+12+13+14+15 0.425 -0.026 0.329 0.298 注: *P < 0.05, * *P < 0.01。其中特征图谱4+7+8+9为环烯醚萜苷类成分总峰面积, 11+12+13+14+15为苯乙醇苷类成分总峰面积。 表 3 响应曲面试验方案和结果
Table 3. Response surface test scheme and results
序号 A/h B/℃ C/h 环烯醚萜苷类成分总峰面积 苯乙醇苷类成分总峰面积 5-HMF峰面积 Z 1 4 80 12 584 925 217 776 43 515 0.64 2 4 60 20 762 637 282 999 52 970 0.83 3 2 70 12 870 639 278 986 33 510 0.89 4 4 70 16 683 565 268 804 56 931 0.77 5 2 80 16 640 467 217 733 61 293 0.69 6 4 70 16 714 345 245 392 55 595 0.76 7 4 70 16 651 813 249 422 54 340 0.72 8 2 60 16 867 040 306 427 31 742 0.91 9 4 70 16 676 858 276 198 55 434 0.77 10 6 60 16 680 852 257 660 124 773 0.79 11 6 80 16 377 162 131 480 166 302 0.49 12 4 60 12 674 540 308 428 49 173 0.79 13 6 70 12 394 699 223 488 135 284 0.57 14 4 80 20 381 728 197 189 98 335 0.51 15 4 70 16 671 958 256 996 58 586 0.75 16 2 70 20 627 556 245 800 40 741 0.70 17 6 70 20 597 904 194 399 140 905 0.69 表 4 回归模型方差分析结果
Table 4. Regression model variance analysis results
来源 平方和 自由度 离差平方和 F值 P值 来源 平方和 自由度 离差平方和 F值 P值 模型 0.22 9 0.024 81.81 < 0.000 1 A2 2.063×10-4 1 2.063×10-4 0.69 0.433 8 A 0.053 1 0.053 176.46 < 0.000 1 B2 3.069×10-3 1 3.069×10-3 10.26 0.015 0 B 0.12 1 0.12 409.35 < 0.000 1 C2 5.012×10-3 1 5.012×10-3 16.75 0.004 6 C 3.200×10-3 1 3.200×10-3 10.69 0.013 7 残差 2.095×10-3 7 2.993×10-4 AB 1.600×10-3 1 1.600×10-3 5.35 0.054 0 失拟项 3.750×10-4 3 1.250×10-4 0.29 0.831 0 AC 0.024 1 0.024 80.27 < 0.000 1 纯误差 1.720×10-3 4 4.300×10-4 BC 7.225×10-3 1 7.225×10-3 24.14 0.001 7 总和 0.22 16 -
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