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Modeling the characteristics and quantification of adulterants in gasoline using FTIR spectroscopy and chemometric calibrations 利用FTIR光谱和化学计量校准模拟汽油中掺杂物的特性和定量
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1482637
J. Dadson, S. Pandam, N. Asiedu
Abstract The criminal act of fuel (gasoline) adulteration still remains a global worry due to its environmental, health and economic effect. Current methods for the detection of fuel adulteration have not been effective in most developing countries due to the associated cost of implementation. Therefore, there is the need for a fast, reliable and cheaper approach for screening of adulterants in fuel. This study combined FTIR analyses with Chemometric (multivariate) techniques for qualitative and quantitative determination of four possible adulterants: kerosene, diesel, naphtha and premix in gasoline. Synthetic admixtures prepared by mixing the gasoline with varying proportions of the adulterants were obtained and used for the model calibration. Soft Independent Modeling Class Analogy (SIMCA) classification and Partial Least Square (PLS) regression methods were the Chemometric techniques employed. The SIMCA classification model developed predicted the type of adulterant present at an error rate of 6.25% for Kerosene and naphtha, and 12.5% for premix. However, no prediction error was recorded for classifying samples contaminated with diesel. The PLS regression model was able to predict the concentrations of adulterant with prediction errors lower than 5% for all adulterants considered. Applying the models to commercial gasoline samples collected from a Metropolis in Ghana revealed 7% gasoline adulteration with kerosene (4%), premix (2%) or diesel (1%). No adulteration with naphtha was detected. The FTIR-Chemometric approach proved a fast and cheaper method for detection of adulteration which can be adopted by quality assurance and monitoring laboratories for forensic screening of gasoline in Ghana
摘要燃料(汽油)掺假犯罪行为因其对环境、健康和经济的影响,仍然是全球关注的焦点。由于实施成本高昂,目前检测燃料掺假的方法在大多数发展中国家并不有效。因此,需要一种快速、可靠和廉价的方法来筛查燃料中的掺杂物。本研究将FTIR分析与化学计量(多元)技术相结合,定性和定量测定了汽油中四种可能的掺杂物:煤油、柴油、石脑油和预混物。通过将汽油与不同比例的掺杂物混合制备合成外加剂,并将其用于模型校准。采用了软独立建模类类比(SIMCA)分类和偏最小二乘(PLS)回归方法。所开发的SIMCA分类模型预测了掺杂物的类型,煤油和石脑油的错误率为6.25%,预混料的错误率则为12.5%。然而,在对被柴油污染的样品进行分类时,没有记录到预测误差。PLS回归模型能够预测掺杂物的浓度,对于所有考虑的掺杂物,预测误差都低于5%。将模型应用于从加纳一个大都市收集的商用汽油样本,发现7%的汽油掺有煤油(4%)、预混料(2%)或柴油(1%)。未检测到石脑油掺假。FTIR化学计量法被证明是一种快速、廉价的掺假检测方法,加纳的质量保证和监测实验室可以采用该方法对汽油进行法医筛查
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引用次数: 11
Determination of the level of hexavalent, trivalent, and total chromium in the discharged effluent of Bahir Dar tannery using ICP-OES and UV–Visible spectrometry 使用ICP-OES和紫外-可见光谱法测定巴希尔达尔制革厂排放废水中的六价、三价和总铬含量
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1534566
Fikirte Zewdu, Meareg Amare
Abstract Tanneries that employ chrome tanning are indicted for discharging their effluents contaminated with health hazard chromium species necessitating monitoring their levels. The levels of chromium species (total chromium, hexavalent chromium, and trivalent chromium) in the discharged effluent of Bahir Dar tannery, Ethiopia, were determined using the inductively coupled plasma optical emission spectrometry, ultra-violet spectrometry and by difference, respectively. The level of total chromium in the discharged tannery effluent sample collected before and after treatment was 82.40 ± 0.20 ppm and 2.96 ± 0.06 ppm, respectively showing that the total chromium concentration in the tannery waste discharged directly to the Blue Nile river water system is above the national permitted limit (2 ppm). Moreover, the concentration of the carcinogenic chromium species (hexavalent chromium) detected in the tannery effluent sample collected before and after treatment was 0.18 ± 0.01 and 0.08 ± 0.002 ppm, respectively indicating that the discharged tannery effluent adds the carcinogenic chromium species to the Blue Nile River in a level above the recommended level by WHO guidelines. The result necessitates the assessment of the level of chromium species in the discharged effluent of all the tanneries in the country.
摘要采用铬鞣的制革厂被指控排放被健康危害铬物质污染的废水,需要监测其水平。分别采用电感耦合等离子体发射光谱法、紫外光谱法和差分法测定了埃塞俄比亚巴希尔达尔制革厂排放废水中铬的含量(总铬、六价铬和三价铬)。处理前和处理后收集的制革厂废水排放样品中的总铬含量分别为82.40±0.20 ppm和2.96±0.06 ppm,表明直接排放到青尼罗河水系的制革厂废物中总铬浓度高于国家允许限值(2 ppm)。此外,在处理前后采集的制革厂废水样品中检测到的致癌铬物种(六价铬)浓度分别为0.18±0.01和0.08±0.002ppm,表明排放的制革厂污水向青尼罗河添加了致癌铬物种,其水平高于世界卫生组织指南的建议水平。这一结果需要对该国所有制革厂排放的废水中的铬含量进行评估。
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引用次数: 19
Synthesis of new heterocyclic 3-piperidinyl-1,3,4-oxadiazole derivatives as potential drug candidate for the treatment of Alzheimer’s disease 新杂环3-哌啶基-1,3,4-恶二唑衍生物的合成作为治疗阿尔茨海默病的潜在候选药物
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1472197
A. Rehman, K. Nafeesa, M. Abbasi, S. Z. Siddiqui, S. Rasool, S. Shah, M. Ashraf
Abstract A series of new N-substituted derivatives of 3-[(5-{1-[(4-chlorophenyl)sulfonyl]-3-piperidinyl}-1,3,4-oxadiazol-2-yl)sulfanyl]propanamide (7a–q) was synthesized to evaluate new drug candidates for Alzheimer’s disease. 4-Chlorobenzenesulfonyl chloride (a) and ethyl piperidin-3-carboxylate (b) were converted into 5-{1-[(4-chlorophenyl)sulfonyl]-3-piperidinyl}-1,3,4-oxadiazol-2-thiol (3) through a series of three steps. A series of electrophiles, N-alkyl/aralkyl/aryl-3-bromopropanamide (6a–q), was synthesized by gearing up 3-bromopropionyl chloride (5) with different alkyl/aralkyl/aryl amines (4a–q). Target compounds were synthesized by reacting compound 3 with different electrophiles, 6a–q, under basic conditions in an aprotic polar solvent. The synthesized compounds were subjected to spectral analysis, EI-MS, IR, 1H-NMR and 13C-NMR, for structural elucidation. The compounds were screened for enzyme inhibition activity against acetyl cholinesterase (AChE) enzyme. The validity of synthesized compounds as new drug candidates was also evaluated through haemolytic activity.
摘要合成了3-[(5-{1-[(4-氯苯基)磺酰基]-3-哌啶基}-1,3,4-恶二唑-2-基)硫烷基]丙酰胺(7a-q)的一系列新的N-取代衍生物,以评估阿尔茨海默病的新药候选药物。4-氯苯磺酰氯(a)和哌啶-3-羧酸乙酯(b)通过一系列三步反应转化为5-{1-[(4-氯苯基)磺酰基]-3-哌啶基}-1,3,4-恶二唑-2-硫醇(3)。通过将3-溴丙酰氯(5)与不同的烷基/芳烷基/芳基胺(4a–q)配位,合成了一系列亲电试剂N-烷基/芳烷/芳基-3-溴丙酰胺(6a–q)。目标化合物是通过化合物3与不同的亲电试剂6a–q在碱性条件下在非质子极性溶剂中反应合成的。对合成的化合物进行光谱分析、EI-MS、IR、1H-NMR和13C-NMR,以进行结构鉴定。筛选了这些化合物对乙酰胆碱酯酶(AChE)的酶抑制活性。还通过溶血活性评价了合成化合物作为新候选药物的有效性。
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引用次数: 8
A fiber-optic refractive index sensor detects the isoelectric point of gelatin 光纤折射率传感器检测明胶的等电点
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1466416
L. Zhang, Bao-kai Zhang, H. Lei, H. Meng, Xuguang Huang, Chunhua Tan
Abstract In the present study, a set-up and a rapid method were developed to determine the isoelectric point (pI) of gelatin based on the combination of an automatic adding solution technique and fiber-optic refractive index sensing. The refractive index of the gelatin aqueous solution was measured as a function of pH and time using a fiber-optic sensor and pH meter. This is a typical acid-base titration process. The peak pH values of the refractive index-pH curve indicate the pI of the gelatins. With the aid of virtual instrument technology, the data acquisition, process and display were automatic, having the advantages of quick and labor saving. Furthermore, this improved analysis efficiency and reduced manual disturbance, which was typically an approximately 15 min period. The pI of these two kinds of gelatin, sample 1 and 2 were determined through this method and the pI s were consistent with the values obtained using a rotary viscometer. The test results revealed that this method is rapid, sensitive, accurate, and labor and reagent saving, and has the potential for the rapid determination of the pI of amino acids and proteins. GRAPHICAL ABSTRACT
摘要建立了一种基于自动加液技术和光纤折射率传感相结合的测定明胶等电点(pI)的装置和快速方法。利用光纤传感器和pH计测量了明胶水溶液的折射率随pH值和时间的变化。这是一个典型的酸碱滴定过程。折射率-pH曲线的峰值pH值表示明胶的pI值。利用虚拟仪器技术,实现了数据采集、处理和显示的自动化,具有快捷、省力等优点。此外,这提高了分析效率,减少了人工干扰,通常大约需要15分钟的时间。用该方法测定了样品1和样品2两种明胶的pI值,pI值与旋转粘度计测定值一致。实验结果表明,该方法快速、灵敏、准确,节省人工和试剂,具有快速测定氨基酸和蛋白质pI的潜力。图形抽象
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引用次数: 1
Trace metal concentrations in three pastry products prepared from root and tuber and cereal crops composite flours 由块根、块茎和谷类复合面粉制成的三种糕点产品中的痕量金属浓度
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1429157
C. Tortoe, H. Ofori, P. T. Akonor, Hannah Oduro-Obeng
Abstract The concentrations of Arsenic (As), Lead (Pb), Mercury (Hg), Copper (Cu), Iron (Fe), and Zinc (Zn) in doughnuts, cookies, and bread prepared from root and tuber and cereal crops composite flours were quantitatively measured by Atomic Absorption Spectrophotometry. Varying concentrations of trace metals were identified in three pastry products. Concentration of Hg was <0.01 mg/kg wet weight in all three pastry products. The As levels in all three pastry products ranged between <0.01 and 0.03 mg/kg. Concentrations of Pb was <0.01–0.05 mg/kg, far lesser than 10 mg/kg recommended limit by World Health Organization (WHO). The highest Fe level of 66.3 mg/kg occurred in cookies made from millet composite flour, whereas the lowest value of 10.4 mg/kg was in doughnuts made from water yam composite flour. Concentrations of Cu (1.03–1.83 mg/kg) and Zn (5.49–13.72 mg/kg) were lower than the tolerance limit of 40 mg/kg set by WHO. The presence of trace metals at varying concentrations in all three pastry products demonstrates the need for observing food safety controls in sourcing for raw materials and during processing of flours from root and tuber and cereal crops.
摘要采用原子吸收分光光度法定量测定了以块根、块茎和谷类作物复合面粉制成的甜甜圈、饼干和面包中砷(As)、铅(Pb)、汞(Hg)、铜(Cu)、铁(Fe)和锌(Zn)的含量。在三种糕点产品中发现了不同浓度的微量金属。三种糕点中汞的浓度均<0.01 mg/kg湿重。三种糕点产品的砷含量均在<0.01 ~ 0.03 mg/kg之间。铅浓度<0.01 ~ 0.05 mg/kg,远低于世界卫生组织(WHO)推荐限值10 mg/kg。以小米复合粉制作的饼干铁含量最高,为66.3 mg/kg,以山药复合粉制作的甜甜圈铁含量最低,为10.4 mg/kg。铜(1.03 ~ 1.83 mg/kg)和锌(5.49 ~ 13.72 mg/kg)的浓度均低于WHO规定的40 mg/kg的耐受限值。在所有三种糕点产品中都存在不同浓度的微量金属,这表明需要在原料采购和从块根、块茎和谷类作物中加工面粉的过程中遵守食品安全控制。
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引用次数: 3
Compounds with 1,3,4-oxadiazole and azinane appendages to evaluate enzymes inhibition applications supported by docking and BSA binding 具有1,3,4-恶二唑和氮烷附件的化合物评价对接和BSA结合支持的酶抑制应用
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1441597
A. Rehman, J. Iqbal, M. Abbasi, S. Z. Siddiqui, H. Khalid, S. Jhaumeer Laulloo, Naeem Akhtar Virk, S. Rasool, S. A. Shah
Abstract The current research was designed for selective green synthesis of N-(substituted)-2-(5-(1-(4-nitrophenylsulfonyl)piperidin-4-yl)-1,3,4-oxadiazol-2-ylthio)acetamide hybrids and their pharmacological applications to overcome the enzymatic diseases. Environment friendly sodium hydride as an activator was employed to catalyze the reaction for the synthesis of target compounds. Structural characterization was performed using spectroscopic techniques (1H-NMR, 13C-NMR, IR, and EI-MS). All of the synthesized compounds were screened for acetylcholinesterase (AChE) and urease inhibition potential. Three compounds, 6a, 6k, and 6p, were found to be the best inhibitors of AChE enzyme and the whole array of compounds showed urease inhibition potential even better than the reference. Eserine was the reference standard for AChE inhibition and thiourea for urease inhibition. The computational and BSA binding studies were performed to explore the binding modes and interaction between synthesized compounds and respective enzymes. Molecular docking studies explained the presence of some hydrophobic interactions and have good correlation with calculated free energy of binding (DG binding). The finding of these new unique compounds having high potential to inhibit the activity of urease enzyme as compared to standard showing the prospective to replace the existing drugs and surprisingly effective addition of highly active drug discovery in the field of pharmacology against described enzyme.
摘要本研究旨在选择性绿色合成N-(取代)-2-(5-(1-(4-硝基苯磺酰基)哌啶-4-基)-1,3,4-恶二唑-2-硫基)乙酰胺杂化物及其在克服酶病方面的药理应用。采用环境友好的氢化钠作为活化剂催化反应合成目标化合物。使用光谱技术(1H-NMR、13C-NMR、IR和EI-MS)进行结构表征。对所有合成的化合物进行了乙酰胆碱酯酶(AChE)和脲酶抑制潜力的筛选。6a、6k和6p三个化合物被发现是AChE酶的最佳抑制剂,并且整个化合物的脲酶抑制潜力甚至优于参考化合物。丝氨酸是抑制乙酰胆碱酯酶的参考标准,硫脲是抑制脲酶的参考标准。进行了计算和BSA结合研究,以探索合成的化合物与相应酶之间的结合模式和相互作用。分子对接研究解释了一些疏水相互作用的存在,并与计算的结合自由能(DG结合)具有良好的相关性。与标准相比,这些新的独特化合物具有抑制尿素酶活性的高潜力,这表明了取代现有药物的前景,并令人惊讶地有效地添加了药理学领域中针对所述酶的高活性药物发现。
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引用次数: 8
Characterization of Silybum marianum triacylglycerol regioisomers using accurate mass quadrupole time of flight mass spectrometry 准确质量四极杆飞行时间质谱法表征水飞蓟三酰甘油区域异构体
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1477246
Thao Nguyen, Duma Hlangothi, M. Saleh
Abstract Milk thistle (Silybum marianum) is a medicinal plant commonly used as a food supplement for liver protection against hepatitis C virus. The fruits are very rich in lipids (>30%); however, their chemical structures are not well characterized. In this investigation, dry fruits were extracted using CO2 supercritical fluid extraction to obtain the crude lipid components. Triacylglycerols (TAGs) were isolated from the crude lipid extract using high-performance thin layer chromatography. Fatty acid composition of the purified TAGs was identified as their fatty acids methyl esters (FAMES) using gas chromatography mass spectrometry. Regioisomers of TAGs and their relative abundances were determined using accurate mass ultra-high-performance liquid chromatography quadrupole time of flight mass spectrometry both in the full scan and in MSMS electrospray ionization modes. Major identified fatty acids were 18:2, 18:1 and 16:0. Twenty-six different TAGs were identified with LLL, OLL, PLL, LOO and PLO as the major components.
摘要水飞蓟(Silybum marianum)是一种常用的药用植物,可作为抗丙型肝炎病毒的食物补充剂。水果富含脂质(bbb30 %);然而,它们的化学结构还没有很好地表征。以干果为研究对象,采用CO2超临界流体萃取法提取其粗脂组分。采用高效薄层色谱法从粗脂提取物中分离出三酰基甘油(TAGs)。用气相色谱-质谱法鉴定纯化标签的脂肪酸组成为脂肪酸甲酯(FAMES)。在全扫描和MSMS电喷雾电离模式下,采用精确的质量-超高效液相色谱-四极杆飞行时间质谱法测定了标签的区域异体及其相对丰度。主要鉴定的脂肪酸为18:2、18:1和16:0。鉴定出以LLL、OLL、PLL、LOO和PLO为主要成分的26种不同的标签。
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引用次数: 4
Chemical composition and antimicrobial activity of leave extract of Ocimum lamiifolium (Damakese) as a treatment for urinary tract infection 拉米夫林叶提取物治疗尿路感染的化学成分及抗菌活性
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1440894
Niguse Aweke Sahalie, Lijalem Hadush Abrha, L. D. Tolesa
Abstract Natural products obtained from aromatic plants are considered to be one of the potential sources for the screening of antimicrobial, antioxidant, and free radical scavenging agents. Ocimum Lamiifolium (Damakese) is one of the well-known celebrated and most widely used home remedies. The shade dried leaves of Ocimum Lamiifolium were subjected to hydrodistillation in a Clevenger-type apparatus to extract its essential oil. The yield of hydrodistilled colorless, pungent odor oil was found to be 0.22% (v/w). The chemical composition of the oil was analyzed by GC-MS method. Ten constituents were identified representing 93.56% of the total oil. The main constituents of the oil were found to be Linalool (28.52%) and 1-octen-3-yl-npropionate (20.82%) followed by 3,7,11-trimethyl-(E,E)-2,6,10-dodecatrienal (12.14%). The yield of crude extract of Ocimum Lamiifolium was 0.28% (w/w). Phytochemical screening revealed the presence of terpenoids, flavonoids, tannin, saponins and steroids. The in vitro antibacterial activity of Ocimum Lamiifolium leaf ethanol extract and essential oil was studied by using disc diffusion method. The oil exhibited significant zone of inhibitions against to E. coli bacterial strains.
摘要从芳香植物中获得的天然产物被认为是筛选抗菌、抗氧化和自由基清除剂的潜在来源之一。大麦草(Damakese)是一种著名且使用最广泛的家庭疗法。在Clevenger型装置中对遮荫干燥的小叶进行水蒸馏以提取其精油。发现加氢蒸馏的无色、刺鼻气味的油的产率为0.22%(v/w)。采用气相色谱-质谱联用技术对其化学成分进行了分析。鉴定出10种成分,占总油量的93.56%。该油的主要成分为芳樟醇(28.52%)和1-辛烯-3-基丙酸酯(20.82%),其次为3,7,11-三甲基-(E,E)-2,6,10-十二碳三烯醛(12.14%)。植物化学筛选显示存在萜类、黄酮类、单宁、皂苷和类固醇。采用圆盘扩散法研究了苦艾叶乙醇提取物和精油的体外抗菌活性。该油对大肠杆菌菌株表现出显著的抑制区。
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引用次数: 12
Furanocoumarins from Kaffir lime and their inhibitory effects on inflammatory mediator production 石灰中呋喃香豆素及其对炎症介质产生的抑制作用
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1529259
Saisakun Kidarn, C. Saenjum, Darunee Hongwiset, A. Phrutivorapongkul
Abstract Two known furanocoumarins, namely, 6ˊ, 7ˊ-dihydroxybergamottin (1) and oxypeucedanin hydrate (2), were isolated from Kaffir lime (Citrus hystrix DC) fruit peel using an assay of nitric oxide scavenging effect-guided fractionation. The inhibitory activities of isolated coumarins on the production of nitric oxide (NO) and inducible nitric oxide synthase (iNOS) were studied in mouse macrophages RAW264.7 cells, whereas their inhibitory effect on cyclooxygenase-2 (COX-2) production was investigated using HT-29 and HCT116 cells. The results demonstrated that 1 inhibited lipopolysaccharide-interferon gamma-induced NO and iNOS production in RAW264.7 cells and COX-2 production in HT-29 and HCT116 cells with IC50 values of 16.16 ± 1.08, 18.63 ± 1.42, 18.19 ± 0.95 and 17.53 ± 0.88 µg/mL, respectively; 2 showed IC50 values of 18.23 ± 1.25, 22.54 ± 1.56, 22.27 ± 1.14 and 23.24 ± 1.05 µg/mL, respectively. Additionally, the positive control curcumin exhibited these activities with IC50 values of 12.52 ± 0.63, 15.55 ± 1.34, 14.29 ± 0.58 and 16.14 ± 0.65 µg/mL, respectively. The inhibitory effect of 1 on the production of iNOS and COX-2 was significantly stronger than that of 2. This study indicated that furanocoumarins from Kaffir lime fruit peels have potency for further development as an anti-inflammatory drug.
摘要采用一氧化氮清除作用导向的分级分离法,从酸橙果皮中分离出两种已知的呋喃香豆素,即6、7′-二羟基佛手柑肽(1)和羟基佛手草素水合物(2)。研究了分离的香豆素对小鼠巨噬细胞RAW264.7细胞产生一氧化氮(NO)和诱导型一氧化氮合酶(iNOS)的抑制活性,而使用HT-29和HCT116细胞研究了它们对环氧合酶-2(COX-2)产生的抑制作用。结果表明,1抑制脂多糖-干扰素-γ诱导的RAW264.7细胞中NO和iNOS的产生,以及HT-29和HCT116细胞中COX-2的产生,IC50值分别为16.16±1.08、18.63±1.42、18.19±0.95和17.53±0.88µg/mL;2的IC50值分别为18.23±1.25、22.54±1.56、22.27±1.14和23.24±1.05µg/mL。此外,阳性对照姜黄素表现出这些活性,IC50值分别为12.52±0.63、15.55±1.34、14.29±0.58和16.14±0.65µg/mL。1对iNOS和COX-2产生的抑制作用明显强于2。这项研究表明,卡夫菲尔酸橙果皮中的呋喃香豆素具有进一步开发抗炎药的潜力。
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引用次数: 10
Insilico modelling of quantitative structure–activity relationship of pGI50 anticancer compounds on K-562 cell line pGI50抗癌化合物在K-562细胞系上定量构效关系的计算机模拟
Pub Date : 2018-01-01 DOI: 10.1080/23312009.2018.1432520
D. Arthur, A. Uzairu, P. Mamza, S. Abechi, Gideon Adamu Shallangwa
Abstract The pGI50 cytotoxicity values of 112 compounds on K-562 cancer cell line were modelled in order to illustrate the quantitative structure–activity relationship of the compounds. The data set were divided into training and test set through Kennard-stone algorithm, while the pool of molecular descriptors calculated with paDEL descriptor metric program was subjected to genetic functional algorithm for selection of descriptor to be modeled. The statistical significance of the model was verified by calculating the values of Q2LOO (0.845), Q2F1 (0.9397), Q2F2 (0.6862) and R2pred (0.6862) needed to evaluate the strength and robustness of the model. The result of the internal and external validation of the model indicates that the model is good and could be used to predict the GI50 of anticancer compounds on K-562 leukemia cell line.
摘要对112种化合物在K-562癌症细胞系上的pGI50细胞毒性值进行了建模,以说明这些化合物的定量构效关系。通过Kennard-stone算法将数据集划分为训练集和测试集,而使用paDEL描述符度量程序计算的分子描述符池则通过遗传函数算法来选择要建模的描述符。通过计算评估模型强度和稳健性所需的Q2LOO(0.845)、Q2F1(0.9397)、Q2F2(0.6862)和R2pred(0.6862)的值,验证了模型的统计显著性。该模型的内部和外部验证结果表明,该模型是良好的,可用于预测抗癌化合物对K-562白血病细胞系的GI50。
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引用次数: 11
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Cogent Chemistry
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