Professional Committee of Rock and Mineral Testing Technology of the Geological Society of China, National Geological Experiment and Testing CenterHost
2023 Vol. 42, No. 3
Article Contents

LI Qianyu, YAO Xiaohui, LIU Liping, CHEN Shaozhan, LIU Yang, HE Hongju. Selenium Speciation in Broccoli by High Performance Liquid Chromatography-Inductively Coupled Plasma-Mass Spectrometry[J]. Rock and Mineral Analysis, 2023, 42(3): 523-535. doi: 10.15898/j.ykcs.202209190176
Citation: LI Qianyu, YAO Xiaohui, LIU Liping, CHEN Shaozhan, LIU Yang, HE Hongju. Selenium Speciation in Broccoli by High Performance Liquid Chromatography-Inductively Coupled Plasma-Mass Spectrometry[J]. Rock and Mineral Analysis, 2023, 42(3): 523-535. doi: 10.15898/j.ykcs.202209190176

Selenium Speciation in Broccoli by High Performance Liquid Chromatography-Inductively Coupled Plasma-Mass Spectrometry

More Information
  • BACKGROUND

    Selenium is an essential trace element and a typical bifunctional element that can affect human health if consumed in insufficient or excessive amounts. The biological activity of selenium depends not only on its intake level but also on its chemical speciation. Selenium comes in various speciation and is divided mainly into inorganic and organic selenium. Inorganic selenium includes selenate [Se(Ⅵ)] and selenite [Se(Ⅳ)], and organic selenium mainly includes selenocysteine (SeCys2), selenomethionine (SeMet), and methylselenocysteine (MeSeCys). It has been found that organic selenium has high bioactivity and bioavailability. At present, while the nutritional effects of selenium are drawing more and more attention, it is very important to analyze and study the different speciation of selenium in food. Since the analysis of selenium speciation is closely related to the sample matrix, the extraction efficiency and stability of different selenium speciation are also related to many factors. At present, the analysis method of selenium speciation in food is still in the research stage. Broccoli is rich in nutrients, such as protein, flavonoids, polyphenols, and vitamins, and is widely loved by people because it contains many kinds of thioglucosides and has a strong ability to gather selenium, which has antioxidant and anti-cancer medical values. Therefore, the analysis and study of selenium speciation in broccoli is of some significance.

    OBJECTIVES

    To establish a method for the determination of Se(Ⅵ), Se(Ⅳ), SeCys2, MeSeCys, and SeMet in commercial broccoli by high performance liquid chromatography-inductively coupled plasma-mass spectrometry (HPLC-ICP-MS).

    METHODS

    Firstly, the chromatographic conditions were selected by examining the separation and sensitivity of Se(Ⅵ), Se(Ⅳ), SeCys2, MeSeCys, and SeMet on a Hamilton PRP-X100 anion column with 40mmol/L diammonium hydrogen phosphate (pH=5 with 1% methanol) as the mobile phase and on a ZORBAX SB-Aq C18 reversed-phase column with 10mmol/L citric acid plus 5mmol/L sodium hexane-sulphonate (pH=4 with 1% methanol) as the mobile phase. Secondly, the sample pretreatment conditions were optimized, including the selection of extraction reagents, the amount of extraction reagents, and extraction time. Four extraction reagents (ultrapure water, Tris-HCl buffer solution, proteinase XIV and complex proteinase) were selected for optimization. The effect of proteinase XIV concentration on the extraction was investigated by adding 2, 4, 6, and 8mg/mL proteinase XIV to broccoli samples with selenium content of 0.81mg/kg (calculated as Se). The effect of adding 6mL, 10mL, 12mL, and 15mL of Tris-HCl buffer solution on the extraction was compared. The extraction time of the samples also had a great influence on the extraction efficiency of the selenium speciation. The effects of four extraction times of 1h, 3h, 5h and 7h on the extraction were compared.

    RESULTS

    The ZORBAX SB-Aq C18 separation system was used in this study because of the short analysis time and high sensitivity of each selenium speciation. Protease XIV was the most effective extraction reagent for selenium; therefore proteinase XIV was chosen as the extraction reagent. The concentration of selenium speciation increased with the concentration of proteinase XIV. The maximum concentration of selenium speciation was reached when the concentration of proteinase XIV was 6mg/mL. It was reported that the use of Tris-HCl buffer solution with proteinase XIV at appropriate pH conditions could further improve the extraction efficiency and maintain the stability of selenium speciation. The volume of Tris-HCl buffer increased, the extraction efficiency of each selenium speciation gradually increased and then decreased, and the final selection of Tris-HCl buffer solution addition was 12mL. A longer extraction time would help to increase the extraction effect, but too long an enzymatic digestion time would also cause a decrease in the stability of SeMet and SeCys2. To ensure high extraction efficiency and reduce the conversion of selenium speciation, an extraction time of 3h was preferred. After optimization and selection, the final analysis method was determined as follows: weighing a certain amount of broccoli sample into 12mL of Tris-HCl (pH=7.4, containing 6mg/mL proteinase XIV) at a concentration of 100mmol/L, vortexing and mixing, and then sonicating at 37℃ for 3h. After centrifugation, the extraction were eluted with 10mmol/L citric acid and 5mmol/L sodium hexane sulfonate (pH=4 with 1% methanol) on ZORBAX SB-Aq C18 reversed-phase column. ICP/MS was used for analysis and determination.

    This method can achieve effective separation and determination of five selenium speciation within 8 minutes. The linearity range of the method was 0.3-100.0μg/L, with linear correlation coefficients (r) greater than 0.999. The detection limits of Se(Ⅳ), Se(Ⅵ), MeSeCys, and SeMet were within the range of 1.2-6.0μg/kg (calculated as Se). The standard recovery tests were carried out on broccoli samples at low, medium, and high concentration. The recoveries of these four selenium speciation, Se(Ⅵ), Se(Ⅳ), MeSeCys and SeMet, were 81.9%-105.3% with relative standard deviations (RSD) less than 5%. The method established in this study was used to determine SeMet in the EU-certified reference material (ERM BC210a, wheat flour), and the measured value of SeMet was within the range of its standard values.

    More than 20 commercially available broccoli samples collected from different regions of China were analyzed and determined. The results showed that the selenium speciation in commercially available broccoli was mainly MeSeCys, with small amounts of Se(Ⅵ), Se(Ⅳ), and SeMet, and also a small amount of unknown selenium-containing compounds was also present.Two problems identified in the methodological study were explored. (1) The effect of proteinase XIV dosage on the stability of SeCys2 was investigated by adding 1, 2, 4, and 6mg/mL of proteinase XIV to SeCys2 standard solution, respectively. The results showed that as the concentration of proteinase XIV increased, the signal value of SeCys2 gradually decreased and the signal value of three unknown peaks gradually increased. At the same time, the recovery of SeCys2 in broccoli samples decreased to 10%. Based on the above conditions, it is assumed that the content of proteinase XIV and the matrix of broccoli samples affect the stability of SeCys2.

    (2) Three different broccoli samples were selected for Se(Ⅳ) standard recovery tests: fresh commercially available broccoli samples, freeze-dried powder of commercially available broccoli, and freeze-dried powder of broccoli fortified with Se(Ⅳ) selenium fertilizer. A certain amount of the above three samples was added with Se(Ⅳ) standard solution and 100mmol/L Tris-HCl (pH=7.4, containing 6mg/mL of proteinase XIV). The determination was then carried out according to the proposed analytical method and the mean recoveries of the three samples were found to be 81.1%, 69.5% and 1.53%, respectively. The Kruskal-Wallis rank sum test showed that the recoveries of Se(Ⅳ) were significantly different among the three samples (p < 0.05). Previous investigations have found that phenolic substances can affect the stability of Se(Ⅳ) and that the addition of selenium fertilizer during the growth of broccoli can change the phenolics. Based on the above, it is assumed that the presence of phenolics in broccoli samples may affect the determination of Se(IV).

    CONCLUSIONS

    A method for the determination of Se(Ⅳ), Se(Ⅵ), MeSeCys, and SeMet in commercially available broccoli by HPLC-ICP-MS is established by selecting and optimizing the sample pretreatment and analytical conditions. The Tris-HCl buffer solution containing proteinase XIV is chosen for the extraction of samples.

    It is found that the stability of SeCys2 is affected by the concentration of proteinase XIV and broccoli samples matrix. It is hypothesized that the presence of large amounts of phenolics in the samples can affect the determination of Se(Ⅳ) for reasons to be further explored.

  • 加载中
  • [1] 李洁, 祝振洲, 程水源, 等. 硒形态检测方法在富硒食品标准中的应用与进展[J]. 食品科技, 2021, 46(12): 8-14.

    Google Scholar

    Li J, Zhu Z Z, Cheng S Y, et al. Recent insights on application of selenium forms detection in selenium enriched food standards[J]. Food Science and Technology, 2021, 46(12): 8-14.

    Google Scholar

    [2] 余侃, 肖秋水, 黄思思, 等. 生物有机硒对不同水稻品种主要性状、重金属含量及硒吸收的影响[J]. 南方农业学报, 2021, 52(5): 1206-1214.

    Google Scholar

    Yu K, Xiao Q S, Huang S S, et al. Effects of bioorganic selenium on main characters, heavy metal content and selenium absorption of different rice varieties[J]. Journal of Southern Agriculture, 2021, 52(5): 1206-1214.

    Google Scholar

    [3] Hadrup N, Ravn-Haren G. Acute human toxicity and mortality after selenium ingestion: A review[J]. Journal of Trace Elements in Medicine and Biology, 2020, 58(C): 126435.

    Google Scholar

    [4] 朱帅, 沈亚婷, 贾静, 等. 液相色谱-高分辨质谱法在中国东北地区农作物有机硒形态分析中的应用[J]. 岩矿测试, 2021, 40(2): 262-272.

    Google Scholar

    Zhu S, Shen Y T, Jia J, et al. Determination of organic selenium compounds in crops by liquid chromatography-quadrupole/electrostatic field orbitrap high-resolution mass spectrometry[J]. Rock and Mineral Analysis, 2021, 40(2): 262-272.

    Google Scholar

    [5] 何涛, 董依博, 王长平, 等. 有机硒与无机硒对蛋鸡生产性能及蛋硒含量的Meta分析[J]. 动物营养学报, 2022, 34(4): 2654-2666. doi: 10.3969/j.issn.1006-267x.2022.04.059

    CrossRef Google Scholar

    He T, Dong Y B, Wang C P, et al. Meta-analysis of organic selenium and inorganic selenium on performance of laying hens and selenium content in eggs[J]. Chinese Journal of Animal Nutrition, 2022, 34(4): 2654-2666. doi: 10.3969/j.issn.1006-267x.2022.04.059

    CrossRef Google Scholar

    [6] 赵谋明, 郑泽洋, 刘小玲. 食品中硒的总量及化学形态分析研究进展[J]. 南方农业学报, 2019, 50(12): 2787-2796.

    Google Scholar

    Zhao M M, Zheng Z Y, Liu X L. Total content determination and chemical speciation analysis of selenium in food: A review[J]. Journal of Southern Agriculture, 2019, 50(12): 2787-2796.

    Google Scholar

    [7] 朱玲玲, 胡花丽, 罗淑芬, 等. 褪黑素调控呼吸代谢及抗氧化活性延缓采后青花菜衰老[J]. 农业工程学报, 2018, 34(3): 300-308.

    Google Scholar

    Zhu L L, Hu H L, Luo S F, et al. Melatonin delaying senescence of postharvest broccoli by regulating respiratory metabolism and antioxidant activity[J]. Transactions of the Chinese Society of Agricultural Engineering, 2018, 34(3): 300-308.

    Google Scholar

    [8] Radünz M, Hackbart H C D, Bona N P, et al. Glucosino-lates and phenolic compounds rich broccoli extract: Encapsulation by electrospraying and antitumor activity against glial tumor cells[J]. Colloids and Surfaces B: Biointerfaces, 2020, 192: 111020. doi: 10.1016/j.colsurfb.2020.111020

    CrossRef Google Scholar

    [9] 刘文营, 李享, 成晓瑜. 添加西兰花种子水提物改善腊肉色泽和风味提高抗氧化性[J]. 农业工程学报, 2018, 34(21): 288-294. doi: 10.11975/j.issn.1002-6819.2018.21.036

    CrossRef Google Scholar

    Liu W Y, Li X, Cheng X Y. Addition of Brassica oleracea L. seed water extract improving colour, flavour and anti-oxidation of cantonese cured meat[J]. Transactions of the Chinese Society of Agricultural Engineering, 2018, 34(21): 288-294. doi: 10.11975/j.issn.1002-6819.2018.21.036

    CrossRef Google Scholar

    [10] 房艳, 王贝, 高俊海, 等. 高效液相色谱-氢化物发生原子荧光光谱法测定食品中多形态硒含量[J]. 食品科学技术学报, 2020, 38(6): 69-75.

    Google Scholar

    Fang Y, Wang B, Gao J H, et al. Determination of content of polymorphic selenium in foods by HPLC-HG-AFS[J]. Journal of Food Science and Technology, 2020, 38(6): 69-75.

    Google Scholar

    [11] Theunis M, Naessens T, Peeters L, et al. Optimization and validation of analytical RP-HPLC methods for the quantification of glucosinolates and isothiocyanates in Nasturtium officinale R. Br and Brassica oleracea[J]. LWT-Food Science and Technology, 2022, 165: 113668. doi: 10.1016/j.lwt.2022.113668

    CrossRef Google Scholar

    [12] 陆晓奇, 王健, 朱元元, 等. 典型富硒植物中硒形态和生物可给性研究[J]. 土壤, 2018, 50(6): 1229-1234.

    Google Scholar

    Lu X Q, Wang J, Zhu Y Y, et al. Study on Se speciation and bioaccessibility of typical Se-enriched plants[J]. Soils, 2018, 50(6): 1229-1234.

    Google Scholar

    [13] 刘为, 尹金晶, 吴慕慈, 等. 富硒农产品中硒代氨基酸形态及其在不同蛋白组分中的分布[J]. 食品与机械, 2022, 38(6): 45-51, 190.

    Google Scholar

    Liu W, Yin J J, Wu M C, et al. Selenium amino acids speciation in selenium-enriched agricultural products and their distribution in different protein components[J]. Food & Machinery, 2022, 38(6): 45-51, 190.

    Google Scholar

    [14] 陈清清, 张泽洲, 袁林喜, 等. 富硒西兰花中硒的赋存形态及其抗氧化性[J]. 宜春学院学报, 2020, 42(12): 90-95.

    Google Scholar

    Chen Q Q, Zhang Z Z, Yuan L X, et al. Study on the distribution and combined speciation of selenium in Se-enriched broccoli and their antioxidant activity[J]. Journal of Yichun University, 2020, 42(12): 90-95.

    Google Scholar

    [15] Karas K, ZiołaFrankowska A, Frankowski M. New me-thod for simultaneous arsenic and selenium speciation analysis in seafood and onion samples[J]. Molecules, 2021, 26(20): 6233. doi: 10.3390/molecules26206233

    CrossRef Google Scholar

    [16] Sele V, Ornsrud R, Sloth J J, et al. Selenium and sele-nium species in feeds and muscle tissue of Atlantic salmon[J]. Journal of Trace Elements in Medicine and Biology, 2018, 47: 124-133.

    Google Scholar

    [17] 张浩, 莫海珍, 周全霞, 等. 气相色谱串联质谱法测定加工工艺对毛豆硒蛋氨酸含量的影响[J]. 食品科学, 2010, 31(14): 216-220.

    Google Scholar

    Zhang H, Mo H Z, Zhou Q X, et al. Effects of processing and storage conditions on selenomethionine content in edamame determined by gas chromatography-mass spectrometry[J]. Food Science, 2010, 31(14): 216-220.

    Google Scholar

    [18] 冯金素, 曹玉嫔, 莫桂春, 等. g-C3N4富集结合毛细管电泳与电感耦合等离子体质谱联用分析西瓜中硒形态[J]. 色谱, 2020, 38(10): 1224-1231.

    Google Scholar

    Feng J S, Cao Y P, Mo G C, et al. Selenium speciation in watermelon by g-C3N4 enrichment combined with capillary electrophoresis-inductively coupled plasma-mass spectrometry[J]. Chinese Journal of Chromatography, 2020, 38(10): 1224-1231.

    Google Scholar

    [19] 刘崴, 胡俊栋, 杨红霞, 等. 电感耦合等离子体质谱联用技术在元素形态分析中的应用进展[J]. 岩矿测试, 2021, 40(3): 327-339.

    Google Scholar

    Liu W, Hu J D, Yang H X, et al. Research progress on elemental speciation analysis by inductively coupled plasma-mass spectrometry hyphenated techniques[J]. Rock and Mineral Analysis, 2021, 40(3): 327-339.

    Google Scholar

    [20] 秦玉燕, 时鹏涛, 王运儒, 等. 高效液相色谱-氢化物发生-原子荧光光谱法测定富硒食品中5种形态硒的含量[J]. 理化检验(化学分册), 2018, 54(5): 566-572.

    Google Scholar

    Qin Y Y, Shi P T, Wang Y R, et al. HPLC-HG-AFS determination of 5 species of selenium in foodstuffs rich in selenium[J]. Physical Testing and Chemical Analysis Part B (Chemical Analysis), 2018, 54(5): 566-572.

    Google Scholar

    [21] Pedrero Z, Madrid Y, Camara C. Selenium species bioacce-ssibility in enriched radish (Raphanus sativus): A potential dietary source of selenium[J]. Journal of Agricultural and Food Chemistry, 2006, 54(6): 2412-2417.

    Google Scholar

    [22] 秦冲, 施畅, 万秋月, 等. 高效液相色谱-电感耦合等离子体质谱联用检测土壤中的无机硒形态[J]. 岩矿测试, 2018, 37(6): 664-670.

    Google Scholar

    Qin C, Shi C, Wan Q Y, et al. Speciation analysis of inorganic selenium in soil by high performance liquid chromatography-inductively coupled plasma-mass spectrometry[J]. Rock and Mineral Analysis, 2018, 37(6): 664-670.

    Google Scholar

    [23] 陈绍占, 唐德剑, 李晓玉, 等. 谷类食品中硒形态超声酶提取-高效液相色谱-电感耦合等离子体质谱法测定[J]. 中国公共卫生, 2020, 36(1): 130-136.

    Google Scholar

    Chen S Z, Tang D J, Li X Y, et al. Determination of selenium species in cereal food with ultrasonic enzyme extraction and high performance liquid chromatography-inductively coupled plasma mass spectrometry[J]. Chinese Journal of Public Health, 2020, 36(1): 130-136.

    Google Scholar

    [24] 刘源, 陈绍占, 陈镇, 等. 高效液相色谱-电感耦合等离子体质谱法测定人尿中硒形态[J]. 分析测试学报, 2020, 39(2): 273-277.

    Google Scholar

    Liu Y, Chen S Z, Chen Z, et al. Determination of selenium speciations in human urine by high performance liquid chromatography-inductively coupled plasma mass spectrometry[J]. Journal of Instrumental Analysis, 2020, 39(2): 273-277.

    Google Scholar

    [25] 陈绍占, 张妮娜, 刘丽萍. 液相色谱-电感耦合等离子体质谱联用技术分析水中5种硒形态[J]. 中国卫生检验杂志, 2021, 31(9): 1048-1051.

    Google Scholar

    Chen S Z, Zhang N N, Liu L P. Analysis of 5 selenium forms in water by liquid chromatography-inductively coupled plasma mass spectrometry[J]. Chinese Journal of Health Laboratory Technology, 2021, 31(9): 1048-1051.

    Google Scholar

    [26] 张珂, 张钦龙, 张蜀, 等. 高效液相色谱-电感耦合等离子体串联质谱法测定富硒大蒜中硒形态[J]. 中国食品卫生杂志, 2021, 33(5): 577-582.

    Google Scholar

    Zhang K, Zhang Q L, Zhang S, et al. Determination of selenium species in Se-enriched garlic with high performance liquid chromatography-inductively coupled plasma tandem mass spectrometry[J]. Chinese Journal of Food Hygiene, 2021, 33(5): 577-582.

    Google Scholar

    [27] 姚晓慧, 陈绍占, 刘丽萍, 等. 高效液相色谱-电感耦合等离子体质谱法分析人血清中的硒形态[J]. 质谱学报, 2022, 43(3): 381-388.

    Google Scholar

    Yao X H, Chen S Z, Liu L P, et al. Analysis of selenium species in human serum by high performance liquid chromatography-inductively coupled plasma mass spectrometry[J]. Journal of Chinese Mass Spectrometry Society, 2022, 43(3): 381-388.

    Google Scholar

    [28] 林樾, 陈尚卫, 虞锐鹏, 等. 高效液相色谱-电感耦合等离子体质谱法测定富硒碎米荠中的硒形态[J]. 分析科学学报, 2021, 37(5): 637-642.

    Google Scholar

    Lin Y, Chen S W, Yu R P, et al. Determination of selenium speciations in selenium-enriched cardamine violifolia by high performance liquid chromatography-inductively coupled plasma mass spectrometry[J]. Journal of Analytical Science, 2021, 37(5): 637-642.

    Google Scholar

    [29] 姚真真, 哈雪姣, 马智宏, 等. 高效液相色谱-电感耦合等离子体质谱法检测富硒苹果中5种硒形态[J]. 食品安全质量检测学报, 2018, 9(3): 475-480.

    Google Scholar

    Yao Z Z, Ha X J, Ma Z H, et al. Determination of 5 kinds of selenium species in selenium-enriched apples by high performance liquid chromatography-inductively coupled plasma mass spectrometry[J]. Journal of Food Safety and Quality, 2018, 9(3): 475-480.

    Google Scholar

    [30] 邵鹏威, 路国慧, 郑宇, 等. 高效液相色谱-电感耦合等离子体质谱测定大米粉中的硒形态[J]. 环境化学, 2020, 39(5): 1434-1441.

    Google Scholar

    Shao P W, Lu G H, Zheng Y, et al. Determination of selenium species in rice flour using high performance liquid chromatography-inductively coupled plasma mass spectrometry[J]. Environmental Chemistry, 2020, 39(5): 1434-1441.

    Google Scholar

    [31] 林樾. 堇叶碎米荠硒形态分析及其富硒多肽对肝癌细胞作用研究[D]. 无锡: 江南大学, 2021.

    Google Scholar

    Lin Y. Speciation analysis of selenium in cardamine violifolia and its selenium enriched peptides activity in hepatoma cells[D]. Wuxi: Southern Yangtze University, 2021.

    Google Scholar

    [32] 赵秋香, 冯超, 莫书伟, 等. 形态硒的研究过程中硒代胱氨酸的稳定性[J]. 光谱实验室, 2011, 28(4): 2074-2078.

    Google Scholar

    Zhao Q X, Feng C, Mo S W. Stability of selenocystine during the research on process of selenium species[J]. Chinese Journal of Spectroscopy Laboratory, 2011, 28(4): 2074-2078.

    Google Scholar

    [33] 赵秋香, 冯超, 陈福强. 形态硒的研究过程中硒代蛋氨酸的稳定性研究[J]. 广州化工, 2011, 39(8): 66-68, 119.

    Google Scholar

    Zhao Q X, Feng C, Chen F Q. Stability of selenomethionine during the extraction of selenium species[J]. Guanzhou Chemical Industry, 2011, 39(8): 66-68, 119.

    Google Scholar

    [34] Cuderman P, Stibilj V. Stability of Se species in plant extracts rich in phenolic substances[J]. Analytical and Bioanalytical Chemistry, 2010, 396(4): 1433-1439.

    Google Scholar

    [35] Tian M, Xu X Y, Liu Y L, et al. Effect of Se treatment on glucosinolate metabolism and health-promoting compounds in the broccoli sprouts of three cultivars[J]. Food Chemistry, 2016, 190: 372-380.

    Google Scholar

    [36] Gui J Y, Rao S, Guo Y Y, et al. Comparative study of the effects of selenium yeast and sodium selenite on selenium content and nutrient quality in broccoli florets (Brassica oleracea L. var. italica)[J]. Journal of the Science of Food and Agriculture, 2021, 102(4): 1707-1708.

    Google Scholar

    [37] 饶申, 程华, 刘浩东, 等. 硒对十字花科作物营养品质的影响综述[J]. 食品科技, 2022, 47(3): 30-35.

    Google Scholar

    Rao S, Cheng H, Liu H D, et al. Effects of selenium on the nutrient quality in cruciferous crops: A review[J]. Food Science and Technology, 2022, 47(3): 30-35.

    Google Scholar

    [38] Lima L W, Pilon-Smits E A H, Schiavon M. Mechanisms of selenium hyperaccumulation in plants: A survey of molecular, biochemical and ecological cues[J]. Biochimica et Biophysica Acta, 2018, 1862(11): 2343-2353.

    Google Scholar

  • 加载中
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Figures(5)

Tables(4)

Article Metrics

Article views(972) PDF downloads(126) Cited by(0)

Access History

Catalog

    /

    DownLoad:  Full-Size Img  PowerPoint