CN116337800B - Quality evaluation method of horsetail seed oil based on ATR-FTIR - Google Patents
Quality evaluation method of horsetail seed oil based on ATR-FTIR Download PDFInfo
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- CN116337800B CN116337800B CN202310082893.8A CN202310082893A CN116337800B CN 116337800 B CN116337800 B CN 116337800B CN 202310082893 A CN202310082893 A CN 202310082893A CN 116337800 B CN116337800 B CN 116337800B
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- 235000015112 vegetable and seed oil Nutrition 0.000 title claims abstract description 68
- 238000000034 method Methods 0.000 title claims abstract description 40
- 238000013441 quality evaluation Methods 0.000 title claims abstract description 15
- 238000004483 ATR-FTIR spectroscopy Methods 0.000 title claims abstract 7
- 241000195955 Equisetum hyemale Species 0.000 title claims description 37
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- 239000000243 solution Substances 0.000 claims description 27
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- 240000003291 Armoracia rusticana Species 0.000 claims description 24
- 235000011330 Armoracia rusticana Nutrition 0.000 claims description 24
- 238000001228 spectrum Methods 0.000 claims description 15
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- 150000004665 fatty acids Chemical class 0.000 claims description 14
- LNTHITQWFMADLM-UHFFFAOYSA-N gallic acid Chemical compound OC(=O)C1=CC(O)=C(O)C(O)=C1 LNTHITQWFMADLM-UHFFFAOYSA-N 0.000 claims description 14
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- 238000001514 detection method Methods 0.000 claims description 10
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- LQJBNNIYVWPHFW-UHFFFAOYSA-N 20:1omega9c fatty acid Natural products CCCCCCCCCCC=CCCCCCCCC(O)=O LQJBNNIYVWPHFW-UHFFFAOYSA-N 0.000 description 3
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- OKKJLVBELUTLKV-UHFFFAOYSA-N Methanol Chemical compound OC OKKJLVBELUTLKV-UHFFFAOYSA-N 0.000 description 3
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- ZQPPMHVWECSIRJ-UHFFFAOYSA-N Oleic acid Natural products CCCCCCCCC=CCCCCCCCC(O)=O ZQPPMHVWECSIRJ-UHFFFAOYSA-N 0.000 description 3
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- ZQPPMHVWECSIRJ-KTKRTIGZSA-N oleic acid Chemical compound CCCCCCCC\C=C/CCCCCCCC(O)=O ZQPPMHVWECSIRJ-KTKRTIGZSA-N 0.000 description 3
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- 238000004458 analytical method Methods 0.000 description 1
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- BDOSMKKIYDKNTQ-UHFFFAOYSA-N cadmium atom Chemical compound [Cd] BDOSMKKIYDKNTQ-UHFFFAOYSA-N 0.000 description 1
- 239000000828 canola oil Substances 0.000 description 1
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- GBMDVOWEEQVZKZ-UHFFFAOYSA-N methanol;hydrate Chemical compound O.OC GBMDVOWEEQVZKZ-UHFFFAOYSA-N 0.000 description 1
- WQEPLUUGTLDZJY-UHFFFAOYSA-N n-Pentadecanoic acid Natural products CCCCCCCCCCCCCCC(O)=O WQEPLUUGTLDZJY-UHFFFAOYSA-N 0.000 description 1
- 238000002414 normal-phase solid-phase extraction Methods 0.000 description 1
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- QIQXTHQIDYTFRH-UHFFFAOYSA-N octadecanoic acid Chemical compound CCCCCCCCCCCCCCCCCC(O)=O QIQXTHQIDYTFRH-UHFFFAOYSA-N 0.000 description 1
- OQCDKBAXFALNLD-UHFFFAOYSA-N octadecanoic acid Natural products CCCCCCCC(C)CCCCCCCCC(O)=O OQCDKBAXFALNLD-UHFFFAOYSA-N 0.000 description 1
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- 235000019154 vitamin C Nutrition 0.000 description 1
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- 239000010497 wheat germ oil Substances 0.000 description 1
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/3563—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing solids; Preparation of samples therefor
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/55—Specular reflectivity
- G01N21/552—Attenuated total reflection
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N2021/3595—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using FTIR
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P20/00—Technologies relating to chemical industry
- Y02P20/50—Improvements relating to the production of bulk chemicals
- Y02P20/54—Improvements relating to the production of bulk chemicals using solvents, e.g. supercritical solvents or ionic liquids
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- Spectroscopy & Molecular Physics (AREA)
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- Life Sciences & Earth Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- General Health & Medical Sciences (AREA)
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- Pathology (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
Abstract
Description
技术领域Technical field
本发明涉及质量评价技术领域,尤其涉及基于ATR-FTIR的马蔺籽油质量评价方法。The present invention relates to the technical field of quality evaluation, and in particular to an ATR-FTIR-based quality evaluation method for horsetail seed oil.
背景技术Background technique
马蔺(Iris lactea Pall.var.chinensis(Fisch.)Koidz.)为鸢尾科鸢尾属白花马蔺的变种,多年生草本宿根植物。分布于朝鲜、俄罗斯、印度和中国。在中国除了东南沿海一带,其余二十多个省均有大范围分布,资源量巨大。该物种主要生长于荒地、路旁、山坡草地,尤以过度放牧的盐碱化草场上居多。具有较好的耐盐性和观赏价值,其对铅及镉等重金属元素也有耐受性。常作为盐碱草原的盐碱指示物,在盐碱草原上以及石油污染地区用作植被恢复使用。除了生态价值之外,马蔺籽还具有很高的药物价值。Iris lactea Pall.var.chinensis (Fisch.) Koidz. is a variant of Iris lactea Pall.var.chinensis (Fisch.) Koidz. It is a perennial herbaceous root plant. Distributed in North Korea, Russia, India and China. In China, except for the southeastern coastal areas, the remaining 20 provinces are widely distributed and have huge resources. This species mainly grows in wastelands, roadsides, and hillside grasslands, especially on overgrazed saline-alkali grasslands. It has good salt tolerance and ornamental value, and is also tolerant to heavy metal elements such as lead and cadmium. It is often used as a saline-alkali indicator in saline-alkali grasslands and used for vegetation restoration in saline-alkali grasslands and oil-polluted areas. In addition to its ecological value, horsetail seeds also have high medicinal value.
据报道,从马蔺种子的种皮中提取的“安卡”主要被用作辐射增敏剂,而种子核被作为工业副产品丢弃。近年来,马蔺籽因其高油含量而受到关注。马蔺种仁中的油含量约为10.56%,其中的脂肪酸在索氏提取后主要呈现为亚油酸(65.35%)和油酸(28.51%)。目前,对马蔺籽油中化合物含量和活性的测定主要依靠一些化学方法,如气相色谱-质谱法(GC-MS),这些方法存在耗时长、污染大的问题,因此,有必要建立一种快速、准确、环保的检测方法,实现对马蔺籽油的全面控制,为马蔺籽油的质量评价提供更充分的依据,具有重要意义。According to reports, "anka" extracted from the testa of horsetail seeds is mainly used as a radiation sensitizer, while the seed core is discarded as an industrial by-product. In recent years, horsetail seeds have gained attention due to their high oil content. The oil content in horsetail kernels is about 10.56%, and the fatty acids in it are mainly linoleic acid (65.35%) and oleic acid (28.51%) after Soxhlet extraction. At present, the determination of the content and activity of compounds in horsetail seed oil mainly relies on some chemical methods, such as gas chromatography-mass spectrometry (GC-MS). These methods have the problems of long time consumption and high pollution. Therefore, it is necessary to establish a method. A fast, accurate, and environmentally friendly detection method is of great significance to achieve comprehensive control of horseradish seed oil and provide a more sufficient basis for the quality evaluation of horsetail seed oil.
ATR-FTIR具有简单、快速、无损,而且省时省力的优点,研究人员试图将这种技术应用于不同油品的特性评估和化合物鉴定。然而,到目前为止,还没有用ATR-FTIR对马蔺籽油进行质量控制的报道。ATR-FTIR has the advantages of being simple, fast, non-destructive, and saving time and effort. Researchers are trying to apply this technology to the property evaluation and compound identification of different oil products. However, so far, there are no reports on using ATR-FTIR for quality control of horsetail seed oil.
发明内容Contents of the invention
本发明的目的在于克服现有马蔺籽油中化合物测定技术存在的问题,提供了基于ATR-FTIR的马蔺籽油质量评价方法。The purpose of the present invention is to overcome the problems existing in the existing technology for determining compounds in horse chestnut oil and provide a quality evaluation method for horse chestnut oil based on ATR-FTIR.
本发明的目的是通过以下技术方案来实现的:基于ATR-FTIR的马蔺籽油质量评价方法,包括以下步骤:The purpose of the present invention is achieved through the following technical solutions: an ATR-FTIR-based quality evaluation method for horsetail seed oil, including the following steps:
测定马蔺籽油中待测质量评价成分的含量;Determine the content of ingredients to be tested for quality evaluation in horsetail seed oil;
采集ATR-FTIR光谱;Collect ATR-FTIR spectra;
通过常数、标准归一化变量(SNV)和乘法散射校正(MSC)方法进行预处理;Preprocessing by constant, standard normalized variable (SNV) and multiplicative scatter correction (MSC) methods;
建立TPC、U/S和AC的主成分回归预测模型;Establish principal component regression prediction models for TPC, U/S and AC;
采用校准集相关系数、预测集相关系数、校准集的均方根误差、预测集的均方根误差、和残余预测偏差评估模型性能;Model performance is evaluated using the correlation coefficient of the calibration set, the correlation coefficient of the prediction set, the root mean square error of the calibration set, the root mean square error of the prediction set, and the residual prediction deviation;
分析实际值和预测值之间的相关性,所建模型的校准集和预测集的相关系数接近1,可利用该模型对马蔺籽油进行质量评价。Analyzing the correlation between the actual value and the predicted value, the correlation coefficient between the calibration set and the predicted set of the built model is close to 1. This model can be used to evaluate the quality of marlin seed oil.
在本发明的一优选的具体实施例中,所述马蔺籽油的制备方法为:取干燥至恒重的已除去种皮的马蔺种子粉碎过筛,用超临界二氧化碳萃取,即得。In a preferred embodiment of the present invention, the preparation method of the horseradish seed oil is as follows: take the horsetail seeds that have been dried to a constant weight and have had their testa removed, crushed and sieved, and extracted with supercritical carbon dioxide to obtain the oil.
在本发明的一优选的具体实施例中,所述超临界二氧化碳萃取的条件为:40~50℃,25~34MPa压力下提取70~95分钟。In a preferred embodiment of the present invention, the supercritical carbon dioxide extraction conditions are: 40-50°C, 25-34MPa pressure for 70-95 minutes.
在本发明的一优选的具体实施例中,所述方法用于对马蔺籽油质量评价时,测定各中藏药材样品中待质量评价成分的含量具体包括:总多酚含量检测、脂肪酸成分测定、体外抗氧化活性检测。In a preferred embodiment of the present invention, when the method is used to evaluate the quality of tangerine seed oil, measuring the content of components to be evaluated for quality in each Tibetan medicinal material sample specifically includes: total polyphenol content detection, fatty acid composition Determination and in vitro antioxidant activity detection.
作为本发明一种优选的具体实施方案,所述总多酚含量检测、脂肪酸成分测定、体外抗氧化活性检测可以采用本领域的常规技术手段进行含量检测。As a preferred specific embodiment of the present invention, the total polyphenol content detection, fatty acid component determination, and in vitro antioxidant activity detection can be carried out using conventional technical means in the field.
在本发明的一优选的具体实施例中,所述总多酚含量检测的方法为:称取马蔺籽油溶于溶剂中,过柱萃取,用醇溶液洗脱,收集洗脱液,蒸发溶剂后,超声溶解残渣,用不同浓度的没食子酸工作溶液以建立标准曲线,计算出总多酚的含量。In a preferred embodiment of the present invention, the method for detecting the total polyphenol content is: weigh the horseradish seed oil and dissolve it in a solvent, extract it through a column, elute with an alcohol solution, collect the eluate, and evaporate After solvent, the residue was dissolved by ultrasound, and gallic acid working solutions of different concentrations were used to establish a standard curve and calculate the total polyphenol content.
在本发明的一优选的具体实施例中,所述脂肪酸成分测定的方法为:称取马蔺籽油,加入KOH-CH3OH溶液回流直至油滴消失,加入BF3-CH3OH溶液继续回流1~5min,冷却至室温,加入有机溶剂、饱和氯化钠溶液静置分层,吸取上层溶液加入到无水硫酸钠中振摇静置,吸取上层溶液,采用GC-MS测定;In a preferred embodiment of the present invention, the method for measuring the fatty acid composition is: weigh the horsetail seed oil, add KOH-CH 3 OH solution and reflux until the oil droplets disappear, add BF 3 -CH 3 OH solution and continue Reflux for 1 to 5 minutes, cool to room temperature, add organic solvent and saturated sodium chloride solution and let stand for layering, absorb the upper layer solution, add it to anhydrous sodium sulfate, shake and let stand, absorb the upper layer solution, and measure by GC-MS;
进一步地,所述GC-MS的测定条件为:采用毛细管色谱柱,进样口温度275~285℃;载气为氦气;进样量0.5~2μL;分流比(15~30):1,程序升温40~55℃保持0.5~3min,以20~30℃/min升温至170~180℃,再以2~6℃/min升温至220~240℃,保持3~6min;电离方式为电子轰击离子源,柱头压力220~235KPa,传输线温度270~285℃。Further, the measurement conditions of the GC-MS are: using a capillary chromatographic column, the inlet temperature is 275-285°C; the carrier gas is helium; the injection volume is 0.5-2 μL; the split ratio (15-30): 1, The temperature is programmed to rise from 40 to 55°C for 0.5 to 3 minutes, to 170 to 180°C at a rate of 20 to 30°C/min, and then to 220 to 240°C at a rate of 2 to 6°C/min, and maintained for 3 to 6 minutes; the ionization method is electron bombardment. Ion source, column head pressure 220~235KPa, transmission line temperature 270~285℃.
在本发明的一优选的具体实施例中,所述体外抗氧化活性检测的方法为:用乙醇和石油醚配制不同浓度的马蔺籽油,准备阳性对照、空白对照,将DPPH-乙醇溶液加入到马蔺籽油中,避光反应后测定吸光度,计算马蔺籽油DPPH自由基清除率。In a preferred embodiment of the present invention, the method for detecting antioxidant activity in vitro is: using ethanol and petroleum ether to prepare different concentrations of horsetail seed oil, preparing positive controls and blank controls, and adding DPPH-ethanol solution into horseradish seed oil, measure the absorbance after reaction in the dark, and calculate the DPPH free radical scavenging rate of horsehorse seed oil.
在本发明的一优选的具体实施例中,在采集ATR-FTIR光谱时,光谱在4000~400cm-1的区域内进行扫描5~12次,扫描时间为28~37s,分辨率为4cm-1,以空气为背景。In a preferred specific embodiment of the present invention, when collecting the ATR-FTIR spectrum, the spectrum is scanned 5 to 12 times in the area of 4000 to 400 cm -1 , the scanning time is 28 to 37 s, and the resolution is 4 cm -1 , with air as background.
在本发明的一优选的具体实施例中,所述预处理时,样品按2:1的比例随机分为校准组和预测组。In a preferred embodiment of the present invention, during the preprocessing, the samples are randomly divided into a calibration group and a prediction group in a ratio of 2:1.
在本发明的一优选的具体实施例中,所述TPC、AC模型的建模范围分别为:1567~1800cm-1、1567~1804cm-1;In a preferred specific embodiment of the present invention, the modeling ranges of the TPC and AC models are respectively: 1567~1800cm -1 and 1567~1804cm -1 ;
U/S模型的建模区间为2800~3040cm-1和640~1700cm-1。The modeling intervals of the U/S model are 2800~3040cm -1 and 640~1700cm -1 .
与现有技术相比,本发明有益效果是:Compared with the prior art, the beneficial effects of the present invention are:
本发明在中国青海省总共收集了9个居群的马蔺籽样品,采用超临界流体萃取法对马蔺子油定量后,使用衰减全反射傅里叶变换红外光谱技术(ATR-FTIR),采集马蔺子油红外光谱,建立马蔺子油总多酚含量(TPC)、主要不饱和脂肪酸和饱和脂肪酸之比(U/S)以及抗氧能力(AC)含量测定的最优预测模型,采用本发明所构建的模型能够快速检测所马蔺子油中总多酚、脂肪酸、抗氧化活性的含量,可以快速评估马蔺子油的质量,实现马蔺子油的质量评价。与液相质谱、气相质谱等检测方法相比,具有高效,安全,环保,高通量,设备简单,花费少等优点。The present invention collected a total of 9 populations of horsetail seed samples in Qinghai Province, China. After using the supercritical fluid extraction method to quantify the horsetail seed oil, attenuated total reflection Fourier transform infrared spectroscopy (ATR-FTIR) was used. Collect the infrared spectrum of horse seeds oil and establish the optimal prediction model for the determination of the total polyphenol content (TPC), the ratio of main unsaturated fatty acids and saturated fatty acids (U/S) and the antioxidant capacity (AC) of horse seeds oil. The model constructed by the present invention can quickly detect the contents of total polyphenols, fatty acids, and antioxidant activity in the horsetail oil, and can quickly evaluate the quality of the horsetail oil and realize the quality evaluation of the horsetail oil. Compared with detection methods such as liquid phase mass spectrometry and gas phase mass spectrometry, it has the advantages of high efficiency, safety, environmental protection, high throughput, simple equipment, and low cost.
附图说明Description of the drawings
图1为马蔺籽采样信息图,P-居群;Figure 1 shows the sampling information diagram of horsetail seeds, P-population;
图2为不同居群马蔺籽出油率和总多酚含量图;Figure 2 shows the oil yield and total polyphenol content of Malin seeds in different populations;
图3为不同居群马蔺籽油抗氧化活性图;Figure 3 is a graph showing the antioxidant activity of horseradish seed oil in different populations;
图4为平均ATR-FTIR图;Figure 4 is the average ATR-FTIR diagram;
图5为三种指控指标的PCR模型,A:总多酚含量模型;B:U/S模型;C:抗氧化能力模型。Figure 5 shows the PCR models of three charging indicators, A: total polyphenol content model; B: U/S model; C: antioxidant capacity model.
具体实施方式Detailed ways
下面结合附图对本发明的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solution of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are some, not all, of the embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of the present invention.
除非另有定义,本文所使用的所有的技术和科学术语与属于本发明的技术领域的技术人员通常理解的含义相同。在本发明的说明书中所使用的术语只是为了描述具体的实施例的目的,不是旨在于限制本发明。Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field to which the invention belongs. The terminology used in the description of the present invention is for the purpose of describing specific embodiments only and is not intended to limit the present invention.
应当明确的是,下述实施例中所使用的实验方法如无特殊说明,均为常规方法,下述实施例中所使用的材料、试剂等,如无特殊说明,均可从商业途径得到。It should be clear that the experimental methods used in the following examples are conventional methods unless otherwise specified. The materials, reagents, etc. used in the following examples can all be obtained from commercial sources unless otherwise specified.
本文中所用的术语“包含”、“包括”、“具有”、“含有”或其任何其它变形,意在覆盖非排它性的包括。例如,包含所列要素的组合物、步骤、方法或制品不必仅限于那些要素,而是可以包括未明确列出的其它要素或此种组合物、步骤、方法或制品所固有的要素。As used herein, the terms "includes," "includes," "has," "contains," or any other variation thereof, are intended to cover a non-exclusive inclusion. For example, a composition, step, method, or article containing listed elements need not be limited to those elements, but may include other elements not expressly listed or inherent to such composition, step, method, or article.
实施例1Example 1
1.材料与方法1.Materials and methods
1.1材料1.1 Materials
9月在中国青海省总共收集了9个居群的马蔺籽,图1中提供了采样种群的详细信息。这些样本经中国科学院西北高原生物研究所鉴定为Iris lactea Pall.var.chinensis(Fisch.)Koidz.的干燥成熟种子。凭证标本(登录号:2018-144,2018-145,和2018-146)被存放在西北高原生物研究所。经两个步骤的粉碎,得到了种仁和其粉末。A total of 9 populations of truncatula were collected in Qinghai Province, China, in September, and details of the sampled populations are provided in Figure 1 . These samples were identified by the Northwest Plateau Biology Institute of the Chinese Academy of Sciences as dry and mature seeds of Iris lactea Pall.var.chinensis (Fisch.) Koidz. Voucher specimens (accession numbers: 2018-144, 2018-145, and 2018-146) are deposited at the Northwest Plateau Institute of Biology. After two steps of crushing, the seed kernel and its powder were obtained.
1.2方法1.2 Method
1.2.1马蔺籽油的获取1.2.1 Obtaining horsetail seed oil
马蔺的油脂含量是用超临界流体萃取法进行定量的。在HA221-40-12超临界萃取器(南通一创实验仪器有限公司,中国南通)中,使用超临界二氧化碳萃取马蔺的备用种仁粉末(500克),在45℃和28.5MPa的压力下提取81分钟。The lipid content of Malin was quantified using supercritical fluid extraction. The spare seed kernel powder (500 g) of Malin chinensis was extracted using supercritical carbon dioxide in a HA221-40-12 supercritical extractor (Nantong Yichuang Experimental Instrument Co., Ltd., Nantong, China) at 45°C and a pressure of 28.5MPa. Extraction 81 minutes.
1.2.2总多酚含量检测1.2.2 Total polyphenol content detection
(1)精密称取2.00g的马蔺籽油溶于6ml正已烷中,将该溶液以1.0mL/min流速过二醇基固相萃取柱,然后再用10mL正己烷淋洗萃取柱,弃去全部的流出液,最后用10mL甲醇洗脱,收集全部洗脱液,于45℃水浴中旋转蒸发溶剂,残渣溶于2mL甲醇-水溶液中,超声溶解1min,-18℃冷冻16h。4℃下离心10000rpm离心5min,取上清液待测。(1) Precisely weigh 2.00g of horsetail seed oil and dissolve it in 6ml of n-hexane. Pass the solution through a glycol-based solid-phase extraction column at a flow rate of 1.0mL/min, and then use 10mL of n-hexane to elute the extraction column. Discard all the effluent, and finally elute with 10 mL of methanol. Collect all the eluates, rotary evaporate the solvent in a 45°C water bath, dissolve the residue in 2 mL of methanol-water solution, dissolve with ultrasonic for 1 min, and freeze at -18°C for 16 hours. Centrifuge at 10,000 rpm for 5 minutes at 4°C, and take the supernatant for testing.
(2)标准曲线的绘制:分别配置10、20、30、40和50μg/mL浓度的没食子酸工作溶液以建立标准曲线。分别取1mL不同浓度的没食子酸工作溶液,然后加入0.5mL的福林酚试剂,2mL的7.5%碳酸钠溶液和6.5mL的水。振摇1min后,在70℃的水浴中反应30min,然后在750nm波长处测量吸光度。以没食子酸浓度(x)为自变量,吸光度(y)为因变量的标准曲线绘制如下:y=-0.00278+0.0088x(r2=0.9992)。在通过上述方法测量待测样品之后,根据下式使用没食子酸当量计算总多酚的含量:(2) Drawing of standard curve: Prepare gallic acid working solutions with concentrations of 10, 20, 30, 40 and 50 μg/mL respectively to establish a standard curve. Take 1 mL of gallic acid working solutions of different concentrations, and then add 0.5 mL of folinol reagent, 2 mL of 7.5% sodium carbonate solution and 6.5 mL of water. After shaking for 1 minute, react in a water bath at 70°C for 30 minutes, and then measure the absorbance at a wavelength of 750 nm. The standard curve with gallic acid concentration (x) as the independent variable and absorbance (y) as the dependent variable is drawn as follows: y=-0.00278+0.0088x (r 2 =0.9992). After measuring the sample to be tested by the above method, the content of total polyphenols is calculated using gallic acid equivalents according to the following formula:
X=[(c×2/1000)/m]×1000X=[(c×2/1000)/m]×1000
X为油中总多酚的含量,单位为mg/kg;c为根据标准曲线测得的总多酚浓度,单位为μg/mL。2为蒸发后的洗脱液的恒定体积,单位为mL。m是样品的质量,单位是g。X is the total polyphenol content in the oil, in mg/kg; c is the total polyphenol concentration measured according to the standard curve, in μg/mL. 2 is the constant volume of the eluent after evaporation, in mL. m is the mass of the sample, the unit is g.
1.2.3脂肪酸成分测定1.2.3 Determination of fatty acid composition
(1)样品的制备:称取马蔺籽油0.01g于100mL平底烧瓶中,加入8mL2%KOH-CH3OH溶液,在80℃水浴上回流直至油滴消失,从回流冷凝器上端加入7mL15%BF3-CH3OH溶液,继续回流2min,冷却至室温,准确加入10mL正庚烷摇2min,再加入饱和NaCl溶液振摇静置分层,吸取上层的正庚烷提取液5mL于试管中,加入约3~5g无水硫酸钠,振摇1min,静置5min,吸取上层溶液到进样瓶中待测定。(1) Sample preparation: Weigh 0.01g of horseradish seed oil into a 100mL flat-bottomed flask, add 8mL of 2% KOH-CH 3 OH solution, reflux on an 80°C water bath until the oil droplets disappear, add 7mL of 15% from the upper end of the reflux condenser BF 3 -CH 3 OH solution, continue to reflux for 2 minutes, cool to room temperature, accurately add 10mL of n-heptane and shake for 2 minutes, then add saturated NaCl solution, shake and let stand for layering, suck 5mL of the upper n-heptane extract into a test tube, Add about 3 to 5 g of anhydrous sodium sulfate, shake for 1 minute, let stand for 5 minutes, and draw the upper solution into the injection bottle for measurement.
(2)GC-MS分析条件:毛细管色谱柱为安捷伦DB-FFPA柱(100m×0.25mm i.d.0.25μm);进样口温度280℃;载气为氦气;进样量1μL;分流比20:1;程序升温50℃保持1min,以25℃/min升温至175℃,再以4℃/min升温至230℃,保持5min;电离方式为电子轰击离子源(EI);柱头压力230KPa;传输线温度280℃。用GC-MS法对马蔺籽油脂肪酸成分进行分析,采用面积归一化法处理数据,并通过检索Nist14库数据库,分析图谱中的主要成分。(2) GC-MS analysis conditions: the capillary chromatographic column is an Agilent DB-FFPA column (100m×0.25mm i.d.0.25μm); the inlet temperature is 280°C; the carrier gas is helium; the injection volume is 1μL; the split ratio is 20: 1; Programmed temperature rise of 50°C for 1 minute, raised to 175°C at 25°C/min, then raised to 230°C at 4°C/min, maintained for 5 minutes; ionization method is electron bombardment ion source (EI); column head pressure 230KPa; transmission line temperature 280℃. The fatty acid composition of horsetail seed oil was analyzed using the GC-MS method. The area normalization method was used to process the data, and the main components in the spectrum were analyzed by searching the Nist14 library database.
1.2.4体外抗氧化活性检测1.2.4 In vitro antioxidant activity detection
油的储备溶液(1.75、3.5、7、14和28mg/mL)用乙醇和石油醚(2:1)配制,阳性对照维生素C(1.75、3.5、7、14和28mg/mL)和DPPH溶液(0.2mmol/L)用乙醇制备。另外,将无水乙醇用作空白对照。分别取不同质量浓度度的马蔺籽油溶液2mL,各加入0.2m mol/mL的DPPH-乙醇溶液2mL,混合均匀,于常温下避光反应30min,517nm波长处测吸光度(As),以无水乙醇为空白对照(Ab),以Vc为阳性对照,按下式计算DPPH的清除率。Stock solutions of oil (1.75, 3.5, 7, 14 and 28 mg/mL) were prepared with ethanol and petroleum ether (2:1), positive controls vitamin C (1.75, 3.5, 7, 14 and 28 mg/mL) and DPPH solution ( 0.2mmol/L) prepared with ethanol. In addition, absolute ethanol was used as a blank control. Take 2 mL of horsetail seed oil solutions with different mass concentrations, add 2 mL of 0.2 mmol/mL DPPH-ethanol solution to each, mix evenly, react in the dark at room temperature for 30 min, measure the absorbance (As) at a wavelength of 517 nm, and measure the absorbance at 517 nm. Water ethanol was used as the blank control (Ab), Vc was used as the positive control, and the clearance rate of DPPH was calculated according to the following formula.
DPPH自由基清除率=1-As/Ab×100%DPPH free radical scavenging rate=1-As/Ab×100%
根据不同质量浓度马蔺籽油的清除率,结合SPSS25.0数据处理软件,计算出对DPPH自由基清除率为50%时所需的溶液质量浓度,即IC50,以IC50值表示马蔺籽油清除DPPH自由基的能力,IC50值越小,表示清除能力越强。According to the scavenging rates of horseradish seed oil at different mass concentrations, combined with SPSS25.0 data processing software, the mass concentration of the solution required for the DPPH free radical scavenging rate of 50%, that is, IC 50 , is expressed as the IC 50 value. The ability of seed oil to scavenge DPPH free radicals. The smaller the IC 50 value, the stronger the scavenging ability.
1.2.5ATR-FTIR光谱的采集1.2.5 Collection of ATR-FTIR spectra
每个样品的ATR-FTIR光谱由带有相应模块的傅里叶变换红外光谱仪(NicoletiS50,ThermoFisher,USA)收集。光谱在400~4000cm-1的区域内进行扫描(n=6),由Omnic 9操作。扫描次数为32次,分辨率为4cm-1,以空气为背景。总共获得了54个ATR-FTIR光谱。The ATR-FTIR spectrum of each sample was collected by a Fourier transform infrared spectrometer (Nicoleti S50, ThermoFisher, USA) with the corresponding module. The spectra were scanned in the region of 400 to 4000 cm -1 (n=6) and operated by Omnic 9. The number of scans is 32, the resolution is 4cm -1 , and air is used as the background. A total of 54 ATR-FTIR spectra were obtained.
1.2.6建立模型1.2.6 Build model
使用OMNIC软件对ATR-FTIR光谱进行ATR校正。光谱还通过constant、标准归一化变量(SNV)或乘法散射校正(MSC)方法进行预处理(以RMSEP为响应值,RMSEP最小所对应的预处理方法为最佳方法),去除噪音、消除光散射等干扰因素。样品按2:1的比例随机分为校准(Cal)组和预测(Pre)组。用TQ-analyst软件建立TPC、U/S和AC的主成分回归(PCR)预测模型。用以下参数评估了模型的性能:校准集相关系数(Rc)和预测集相关系数(Rp),校准集的均方根误差(RMSEC),预测集的均方根误差(RMSEP),和残余预测偏差(RPD)。ATR correction was performed on the ATR-FTIR spectra using OMNIC software. The spectrum is also preprocessed by the constant, standard normalized variable (SNV) or multiplicative scattering correction (MSC) method (with RMSEP as the response value, and the preprocessing method corresponding to the smallest RMSEP is the best method) to remove noise and light. Scattering and other interference factors. The samples were randomly divided into calibration (Cal) group and prediction (Pre) group in a ratio of 2:1. Use TQ-analyst software to establish the principal component regression (PCR) prediction model of TPC, U/S and AC. The performance of the model was evaluated with the following parameters: calibration set correlation coefficient (Rc) and prediction set correlation coefficient (Rp), root mean square error of the calibration set (RMSEC), root mean square error of the prediction set (RMSEP), and residual prediction Deviation (RPD).
2结果与讨论2Results and discussion
2.1马蔺籽油化学成分含量检测结果2.1 Test results of chemical composition content of horseradish seed oil
图2显示了9个种群中ILS的含油量和马蔺籽油的TPC。结果发现,9个不同点的ILS的产油率在8.49%到10.68%之间。使用固相微萃取和正己烷萃取方法,TPC在29.18和104.91毫克/千克没食子酸当量(GAE)之间。目前,还没有关于马蔺籽油不同人群中TPC的研究发表。这一水平与葵花籽油(10-120毫克/千克)相似。不同植物油中的TPC存在相当大的差异,从18.65毫克/千克到12630.00毫克/千克不等。Figure 2 shows the oil content of ILS and the TPC of horsetail seed oil among the nine populations. It was found that the oil production rate of ILS at 9 different points ranged from 8.49% to 10.68%. Using solid-phase microextraction and n-hexane extraction methods, the TPC was between 29.18 and 104.91 mg/kg gallic acid equivalent (GAE). Currently, there are no published studies on the TPC of horseradish seed oil in different populations. This level is similar to sunflower oil (10-120 mg/kg). There are considerable differences in TPC in different vegetable oils, ranging from 18.65 mg/kg to 12630.00 mg/kg.
对于9个种群中的马蔺籽油,发现P6的TPC水平最高,变异系数(CV)为0.45%。马蔺籽油的平均TPC为49.83mg GAE/kg。通过比较,发现马蔺籽油的TPC高于Liu测试(刘慧敏.不同植物油微量成分与抗氧化能力的相关性研究.江南大学,2015.)中的8种油,包括小麦胚芽油、花生油、葵花籽油、菜籽油、玉米油、椰子油、棕榈油和棕榈仁油。For horsetail seed oil among the 9 populations, P6 was found to have the highest TPC level with a coefficient of variation (CV) of 0.45%. The average TPC of horseradish seed oil is 49.83mg GAE/kg. By comparison, it was found that the TPC of horseradish seed oil was higher than the 8 oils in the Liu test (Liu Huimin. Research on the correlation between trace components and antioxidant capacity of different vegetable oils. Jiangnan University, 2015.), including wheat germ oil, peanut oil, and sunflower oil. Seed oil, canola oil, corn oil, coconut oil, palm oil and palm kernel oil.
在这9个种群中,9种不饱和脂肪酸(U),9种饱和脂肪酸(S),马蔺籽油的U/S列于表1。饱和脂肪酸的平均比例为14.17%,其中以棕榈酸为主,平均含量为8.16%。含量最高的两个是硬脂酸(4.84%)和花生油酸(1.62%)。月桂酸最低,为0.04%,在P1和P9中没有检测到。不饱和脂肪酸占马蔺籽油样品中总脂肪酸的大部分,平均比例为84.92%。油酸和亚油酸是本研究中评估的马蔺籽油中发现的浓度最高的不饱和脂肪酸。亚油酸的平均含量为43.06%,油酸的含量为36.82%。平均U/S等于6.19,而P1的U/S最高,为8.86。马蔺籽油的脂肪酸组成和相对含量与芝麻油非常相似。Among these 9 populations, 9 unsaturated fatty acids (U) and 9 saturated fatty acids (S), the U/S of horsetail seed oil are listed in Table 1. The average proportion of saturated fatty acids is 14.17%, of which palmitic acid is the main one with an average content of 8.16%. The two highest contents are stearic acid (4.84%) and arachidonic acid (1.62%). Lauric acid was the lowest at 0.04% and was not detected in P1 and P9. Unsaturated fatty acids accounted for the majority of the total fatty acids in the horseradish seed oil samples, with an average proportion of 84.92%. Oleic acid and linoleic acid were the unsaturated fatty acids found in the highest concentrations in the horsetail seed oils evaluated in this study. The average content of linoleic acid is 43.06% and that of oleic acid is 36.82%. The average U/S is equal to 6.19, while P1 has the highest U/S at 8.86. The fatty acid composition and relative content of horseradish seed oil is very similar to that of sesame oil.
表1马蔺籽油脂肪酸成分Table 1 Fatty acid composition of horseradish seed oil
注:RT:平均预期保留时间;S:饱和脂肪酸;U:不饱和脂肪酸;U/S:主要不饱和脂肪酸和饱和脂肪酸的比例。Note: RT: average expected retention time; S: saturated fatty acid; U: unsaturated fatty acid; U/S: ratio of main unsaturated fatty acid to saturated fatty acid.
2.2马蔺籽油抗氧化活性含量检测结果2.2 Test results of antioxidant activity content of horsetail seed oil
用抗坏血酸作为阳性对照来评价抗氧化效果,结果在图3中给出。在同一浓度下,马蔺籽油的抗氧化活性在不同人群中有所不同。同时,它是浓度依赖性的,在所有样品中从0.875-28.000毫克/毫升增加。在转折点(14毫克/毫升),DPPH清除率接近最大值。然后,它缓慢增加并稳定在83.830-86.342%。P1~P9的IC50值分别为5.134、4.974、4.968、5.419、4.798、3.532、4.992、4.909和5.398毫克/毫升。本发明获得的马蔺籽油显示出比一些被认为具有高抗氧化活性的常见油类(如橄榄油),具有更优越的抗氧化活性,表明马蔺籽油可作为人类饮食中的一种促进健康的抗氧化剂。Ascorbic acid was used as a positive control to evaluate the antioxidant effect, and the results are given in Figure 3. At the same concentration, the antioxidant activity of horseradish seed oil varies among different populations. At the same time, it is concentration-dependent, increasing from 0.875-28.000 mg/ml in all samples. At the turning point (14 mg/ml), DPPH clearance approaches maximum. Then, it slowly increased and stabilized at 83.830-86.342%. The IC 50 values of P1 to P9 were 5.134, 4.974, 4.968, 5.419, 4.798, 3.532, 4.992, 4.909 and 5.398 mg/ml respectively. The horseradish seed oil obtained by the present invention shows superior antioxidant activity than some common oils (such as olive oil) that are considered to have high antioxidant activity, indicating that horsehorse seed oil can be used as a kind of oil in human diet. Health-promoting antioxidants.
2.3ATR-FTIR光谱分析2.3ATR-FTIR spectral analysis
所有样品的ATR-FTIR光谱的平均光谱显示在图4中,如图所示,马蔺籽油的主要吸收峰在3009cm-1、2925cm-1、2854cm-1、1746cm-1、1652cm-1、1465cm-1、1378cm-1、1237cm-1、1163cm-1、1099cm-1和723cm-1处。脂肪酸中存在大量的CH3和CH2,其中C-H键的拉伸振动导致在2925cm-1、2854cm-1、1465cm-1和1378cm-1附近形成两个强吸收峰,1746cm-1峰代表酯基中的C=O。1652cm-1和723cm-1的峰值表明样品中存在C=C。1237cm-1和1163cm-1的峰值分别代表C-O和C-H的拉伸和弯曲振动。1099cm-1处的峰值是C-O的拉伸振动。The average spectrum of the ATR-FTIR spectra of all samples is shown in Figure 4. As shown in the figure, the main absorption peaks of horsetail seed oil are at 3009cm -1 , 2925cm -1 , 2854cm -1 , 1746cm -1 , 1652cm -1 , 1465cm -1 , 1378cm -1 , 1237cm -1 , 1163cm -1 , 1099cm -1 and 723cm -1 . There are a large number of CH 3 and CH 2 in fatty acids. The stretching vibration of the CH bond results in the formation of two strong absorption peaks near 2925cm -1 , 2854cm -1 , 1465cm -1 and 1378cm -1 . The 1746cm -1 peak represents the ester group. C=O in . The peaks at 1652 cm -1 and 723 cm -1 indicate the presence of C=C in the sample. The peaks at 1237 cm -1 and 1163 cm -1 represent the stretching and bending vibrations of CO and CH, respectively. The peak at 1099cm -1 is the stretching vibration of CO.
2.4模型的建立2.4 Model establishment
PCR是一种有效的光谱数据压缩和信息提取方法,通过提取几个主成分可以使结果更加可靠和准确。所建3个质控指标的PCR模型分别见表2。PCR is an effective spectral data compression and information extraction method, which can make the results more reliable and accurate by extracting several principal components. The PCR models of the three quality control indicators built are shown in Table 2.
表2.三种质控指标的PCR模型Table 2. PCR models of three quality control indicators
注:RMSEC:校准的均方根误差;Rc:校准系数;RMSEP:预测的均方根误差;Rp:预测系数;RPD:残余预测偏差;TPC:总多酚含量;U/S:主要不饱和脂肪酸和饱和脂肪酸的比率;AC:抗氧化能力;SNV:标准归一化变量。Note: RMSEC: root mean square error of calibration; Rc: calibration coefficient; RMSEP: root mean square error of prediction; Rp: prediction coefficient; RPD: residual prediction bias; TPC: total polyphenol content; U/S: main unsaturated Ratio of fatty acids and saturated fatty acids; AC: antioxidant capacity; SNV: standard normalized variable.
相关性分析显示,马蔺籽油清除DPPH的IC50与TPC的Pearson相关系数为-0.881,表明TPC与AC高度显著相关(P<0.01)。氧自由基吸收能力模型中1650cm-1的波段贡献了最高的正相关。因此,1567~1800cm-1和1567~1804cm-1都被选为TPC和AC的建模范围。TPC和AC模型都令人满意,具有足够高的Rc、Rp(>0.95)和RPD(>3.50)值。Correlation analysis showed that the IC 50 of DPPH scavenging by horsetail seed oil and the Pearson correlation coefficient of TPC were -0.881, indicating that TPC was highly significantly correlated with AC (P<0.01). The band at 1650 cm -1 contributed the highest positive correlation in the oxygen radical absorption capacity model. Therefore, 1567~1800cm -1 and 1567~1804cm -1 were selected as the modeling ranges of TPC and AC. Both TPC and AC models are satisfactory, with sufficiently high Rc, Rp (>0.95) and RPD (>3.50) values.
所有的C-H、C-O和C=C基团都被用于构建U/S模型,建模区间为3040-2800cm-1和1700-640cm-1。U/S模型也具有良好的模型效果,RMSEC、RMSEP、Rc、Rp和RPD值分别为0.478、0.423、0.941、0.943和3.16。All CH, CO and C=C groups were used to build the U/S model, and the modeling intervals were 3040-2800cm -1 and 1700-640cm -1 . The U/S model also has good model effects, with RMSEC, RMSEP, Rc, Rp and RPD values of 0.478, 0.423, 0.941, 0.943 and 3.16 respectively.
RPD值被认为是估计模型预测性能的一个重要参数。RPD值越高,表明模型性能越好。当RPD>2.5时,表明该模型具有可接受的预测能力。TPC和U/S模型的RPD值均大于2.5,表明所建立的模型可以用于测定。AC模型中的RPD值>5,表明该模型具有良好的预测效果。图5显示了各模型对三个参数的预测结果。Cal集和Pre集的实际值和预测值之间存在良好的相关性。上述结果证明了该模型的高预测能力,特别是显示了用ATR-FTIR进行马蔺籽油质量控制的可能性。The RPD value is considered an important parameter to estimate the predictive performance of the model. The higher the RPD value, the better the model performance. When RPD>2.5, it indicates that the model has acceptable predictive ability. The RPD values of the TPC and U/S models are both greater than 2.5, indicating that the established models can be used for measurement. The RPD value in the AC model is >5, indicating that the model has good prediction effect. Figure 5 shows the prediction results of each model for three parameters. There is a good correlation between the actual and predicted values of Cal set and Pre set. The above results demonstrate the high predictive ability of the model and particularly show the possibility of using ATR-FTIR for quality control of horsetail seed oil.
本发明利用ATR-FTIR和化学计量学相结合的方法建立了马蔺籽油的总多酚含量、主要不饱和脂肪酸和饱和脂肪酸比例以及抗氧化能力的定量模型。结果显示,AC模型具有较高的Rc(0.988)和Rp(0.987),较低的RMSEC(0.081)和RMSEP(0.088)。此外,该模型的RPD值较高,为5.96,且无异常值,表明该模型具有良好的预测性能。TPC和U/S模型都有较高的Rc和Rp值(>0.940)和RPD值(>3.00),显示出较高的预测准确性。因此,本发明所提出的模型可用于马蔺籽油的常规分析,对马蔺籽油的质量控制工作量很小。同时,本发明创新性地将ATR-FTIR方法应用于种子油AC的快速评价,可为其他植物种子油的质量评价提供指导。The present invention uses a method combining ATR-FTIR and chemometrics to establish a quantitative model of the total polyphenol content, the proportion of main unsaturated fatty acids and saturated fatty acids, and the antioxidant capacity of horsetail seed oil. The results show that the AC model has higher Rc (0.988) and Rp (0.987), lower RMSEC (0.081) and RMSEP (0.088). In addition, the model has a high RPD value of 5.96 and no outliers, indicating that the model has good predictive performance. Both the TPC and U/S models have higher Rc and Rp values (>0.940) and RPD values (>3.00), showing higher prediction accuracy. Therefore, the model proposed by the present invention can be used for routine analysis of horse chestnut oil, and the workload of quality control of horse chestnut oil is very small. At the same time, the present invention innovatively applies the ATR-FTIR method to the rapid evaluation of seed oil AC, which can provide guidance for the quality evaluation of other plant seed oils.
以上具体实施方式是对本发明的详细说明,不能认定本发明的具体实施方式只局限于这些说明,对于本发明所属技术领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干简单推演和替代,都应当视为属于本发明的保护范围。The above specific embodiments are detailed descriptions of the present invention. It cannot be concluded that the specific embodiments of the present invention are limited to these descriptions. For those of ordinary skill in the technical field to which the present invention belongs, without departing from the concept of the present invention, they can also Several simple deductions and substitutions should be considered as belonging to the protection scope of the present invention.
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