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Ultrasound-assisted extraction of withanolides from Tubocapsicum anomalum: Process optimization, isolation and identification, and antiproliferative activity 用超声波辅助从 Tubocapsicum anomalum 中萃取山奈酚内酯:工艺优化、分离和鉴定以及抗增殖活性。
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-09-02 DOI: 10.1016/j.ultsonch.2024.107052

Tubocapsicum anomalum, a Chinese medicinal plant rich in anti-tumor withanolides, requires efficient extraction methods. In this paper, an HPLC method was first established for the detection of withanolides, and gradient elution was carried out using a methanol–water solvent system. It was found that the content of withanolides was the highest in the leaves of T. anomalum, followed by the stems and fruits, and almost none in the roots. During the actual picking process, the quantity of leaves collected was relatively small, while the number of stems was the highest. Therefore, the Box-Behnken response surface method was used to optimize the ultrasonic-assisted extraction process of withanolides from the stems of T. anomalum. The optimal extraction conditions were determined as follows: the liquid–solid ratio was 20:1, the extraction solvent was 70 % ethanol, the ultrasonic power was 250 W, the ultrasonic time was 40 min, and the ultrasonic temperature was 50 °C. Under these conditions, the average yields of tubocapsenolide A (Te-A) and tubocapsanolide A (Ta-A) can reach 2.87 ± 0.12 mg/g and 1.18 ± 0.05 mg/g, respectively. We further compared extraction rates of two withanolides from different parts of T. anomalum using ultrasonic and traditional extraction methods. Ultrasonic extraction significantly increased rates, with the highest yields from leaves, followed by stems and fruits. The results show that ultrasonic optimization can improve extraction rate, reduce time, lower costs, enhance quality, and increase yield. Therefore, the optimized ultrasonic-assisted extraction process was adopted to extract the aerial parts of T. anomalum and separate the components. After optimization, the extract underwent several chromatographic separations to isolate eight previously undescribed withanolides (18) and two artificial withanolides (910), in addition to fifteen known compounds (1125). Their structures were established through extensive spectroscopic data analysis. The compounds were evaluated for their antiproliferative effects against multiple cancer cell lines, including human hepatocellular carcinoma cells (HepG2, Hep3B, and MHCC97-H), human lung cancer cells (A549), human fibro-sarcoma cancer cells (HT1080), human chronic myeloid leukemia cells (K562), and human breast cancer cells (MDA-MB-231 and MCF7). Compounds 13, 5, 7, 11, 13, 1516, and 22 displayed significant activity with IC50 values of 5.14–19.87 μM. The above results indicate that ultrasonic-assisted extraction technology can be used to obtain new withanolides more efficiently from T. anomalum, thereby enhancing the utilization rate of T. anomalum resources.

薯蓣皂苷作为一种富含抗肿瘤薯蓣皂苷的中药植物,需要高效的提取方法。本文首先建立了高效液相色谱法检测岩白菜素内酯的方法,并采用甲醇-水溶剂系统进行梯度洗脱。研究发现,反式蘑菇叶片中的山奈酚苷含量最高,其次是茎和果实,根中几乎没有含量。在实际采摘过程中,采集到的叶片数量相对较少,而茎的数量最多。因此,采用方框-贝肯响应面法对超声波辅助提取异株鳖甲茎中的香叶醇苷的过程进行了优化。最佳提取条件确定如下:液固比为 20:1,提取溶剂为 70%乙醇,超声功率为 250 W,超声时间为 40 min,超声温度为 50 °C。在此条件下,管花内酯 A(Te-A)和管花内酯 A(Ta-A)的平均产率分别为 2.87 ± 0.12 mg/g 和 1.18 ± 0.05 mg/g。我们进一步比较了用超声波提取法和传统提取法从 T. anomalum 不同部位提取两种岩白菜素内酯的比率。超声波萃取法明显提高了萃取率,其中叶的萃取率最高,其次是茎和果实。结果表明,优化超声波提取法可以提高提取率、缩短时间、降低成本、提高质量和增加产量。因此,采用优化后的超声波辅助提取工艺来提取蚂蚁草的气生部分并分离其成分。经过优化后,提取物经过多次色谱分离,除了 15 种已知化合物(11-25)外,还分离出 8 种以前未曾描述过的岩白菜素内酯(1-8)和 2 种人工岩白菜素内酯(9-10)。通过大量光谱数据分析,确定了这些化合物的结构。评估了这些化合物对多种癌细胞系的抗增殖作用,包括人肝癌细胞(HepG2、Hep3B 和 MHCC97-H)、人肺癌细胞(A549)、人纤维肉瘤癌细胞(HT1080)、人慢性粒细胞白血病细胞(K562)和人乳腺癌细胞(MDA-MB-231 和 MCF7)。化合物 1-3、5、7、11、13、15-16 和 22 显示出显著的活性,IC50 值为 5.14-19.87 μM。上述结果表明,利用超声波辅助萃取技术可以更有效地从蚂蚁草中获得新的岩白菜素内酯,从而提高蚂蚁草资源的利用率。
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引用次数: 0
Ultrasonically assisted fabrication of electrochemical platform for tinidazole detection 超声辅助制造用于检测替硝唑的电化学平台
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-09-01 DOI: 10.1016/j.ultsonch.2024.107056

Based on sonochemistry, green synthesis methods play an important role in the development of nanomaterials. In this work, a novel chitosan modified MnMoO4/g-C3N4 (MnMoO4/g-C3N4/CHIT) was developed using ultrasonic cell disruptor (500 W, 30 kHz) for ultra-sensitive electrochemical detection of tinidazole (TNZ) in the environment. The morphology and surface properties of the synthesized MnMoO4/g-C3N4/CHIT electrode were characterized using X-ray diffraction (XRD), fourier transform infrared spectroscopy (FT-IR), scanning electron microscope (SEM) and transmission electron microscope (TEM). Cyclic voltammetry (CV) and differential pulse voltammetry (DPV) techniques were utilized to assess the electrochemical performance of TNZ. The results indicate that the electrochemical detection performance of TNZ is highly efficient, with a detection limit (LOD) of 3.78 nM, sensitivity of 1.320 µA·µM−1·cm−2, and a detection range of 0.1–200 μM. Additionally, the prepared electrode exhibits excellent selectivity, desirable anti-interference capability, and decent stability. MnMoO4/g-C3N4/CHIT can be successfully employed to detect TNZ in both the Songhua River and tap water, achieving good recovery rates within the range of 93.0 % to 106.6 %. Consequently, MnMoO4/g-C3N4/CHIT’s simple synthesis might provide a new electrode for the sensitive, repeatable, and selective measurement of TNZ in real-time applications. Using the MnMoO4/g-C3N4/CHIT electrode can effectively monitor and detect the concentration of TNZ in environmental water, guiding the sewage treatment process and reducing the pollution level of antibiotics in the water environment.

基于超声化学的绿色合成方法在纳米材料的开发中发挥着重要作用。本研究利用超声波细胞破碎器(500 W,30 kHz)开发了一种新型壳聚糖修饰的 MnMoO4/g-C3N4(MnMoO4/g-C3N4/CHIT),用于环境中替硝唑(TNZ)的超灵敏电化学检测。利用 X 射线衍射 (XRD)、傅立叶变换红外光谱 (FT-IR)、扫描电子显微镜 (SEM) 和透射电子显微镜 (TEM) 对合成的 MnMoO4/g-C3N4/CHIT 电极的形貌和表面特性进行了表征。利用循环伏安法(CV)和差分脉冲伏安法(DPV)技术评估了 TNZ 的电化学性能。结果表明,TNZ 具有高效的电化学检测性能,其检测限(LOD)为 3.78 nM,灵敏度为 1.320 µA-µM-1-cm-2,检测范围为 0.1-200 μM。此外,所制备的电极还具有出色的选择性、理想的抗干扰能力和良好的稳定性。MnMoO4/g-C3N4/CHIT 可成功用于检测松花江和自来水中的 TNZ,回收率在 93.0 % 至 106.6 % 之间。因此,MnMoO4/g-C3N4/CHIT的简单合成可为实时灵敏、可重复和选择性地测量TNZ提供一种新的电极。使用 MnMoO4/g-C3N4/CHIT 电极可以有效地监测和检测环境水体中 TNZ 的浓度,指导污水处理过程,降低水环境中抗生素的污染程度。
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引用次数: 0
Effect of organic solvent additives on the enhancement of ultrasonic cavitation effects in water for lithium-ion battery electrode delamination 有机溶剂添加剂对增强锂离子电池电极脱层的水中超声空化效应的影响
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-08-31 DOI: 10.1016/j.ultsonch.2024.107049

Ultrasonic delamination is a low energy approach for direct recycling of spent lithium-ion batteries. The efficiency of the ultrasonic delamination relies both on the thermophysical properties (such as viscosity, surface tension, and vapour pressure) of the solvent in which the delamination process is carried out, and the properties of the ultrasound source as well as the geometry of the containment vessel. However, the effect of tailoring solutions to optimise cavitation and delamination of battery cathode coatings has not yet been sufficiently investigated. Acoustic detection, high-speed imaging, and sonochemiluminescence (SCL) are employed to study the cavitation processes in water-glycol systems and identify the effect of tailoring solvent composition on cavitation strength. The addition of small volume fractions of organic solvent (ca. 10–30 vol%), including ethylene glycol or glycerol, to the aqueous delamination solution were found to significantly improve the delamination efficiency of lithium-ion battery cathode coatings due to the alteration of these thermophysical properties. However, greater volume fractions of glycol decrease delamination efficiency due to the signal-dampening effect of viscosity on the ultrasonic waves. The findings of this study offer valuable insights for optimising ultrasonic bath solution composition to enhance film delamination processes.

超声波分层是一种直接回收锂离子废电池的低能耗方法。超声波分层的效率既取决于进行分层的溶剂的热物理性质(如粘度、表面张力和蒸汽压力),也取决于超声波源的特性以及安全壳的几何形状。然而,人们尚未充分研究定制解决方案对优化电池阴极涂层空化和分层的影响。我们采用声学检测、高速成像和声化学发光(SCL)技术来研究水-乙二醇体系中的空化过程,并确定定制溶剂成分对空化强度的影响。研究发现,在脱层水溶液中加入小体积分数的有机溶剂(约 10-30 Vol%),包括乙二醇或甘油,可显著提高锂离子电池正极涂层的脱层效率,原因是这些热物理性质发生了改变。然而,乙二醇的体积分数越大,分层效率就越低,这是由于粘度对超声波的信号阻尼作用。这项研究的结果为优化超声波槽溶液成分以增强薄膜脱层过程提供了宝贵的见解。
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引用次数: 0
Effect of ultrasound-attenuation on technological and functional properties of two strains of Lactiplantibacillus plantarum isolated from table olives 超声衰减对从食用橄榄中分离出的两株植物乳杆菌的技术和功能特性的影响
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-08-31 DOI: 10.1016/j.ultsonch.2024.107057

While probiotics have a wide range of beneficial properties, they can also negatively affect the taste or aroma of foods products by resulting in the phenomenon of post-acidification. Ultrasound (US) is a tool to modulate the metabolism of probiotic bacteria, counteracting post-acidification and improving the performance and functional properties of microorganisms without affecting their viability. The purpose of this paper was to evaluate the effect of 10 different combinations of power (20 and 40 %) and duration (2, 4, 6, 8 and 10 min) of US treatment on two functional strains of Lactiplantibacillus plantarum (c16 and c19) isolated from table olives, with the aim of understanding how, some of the main functional and technological traits (viability, acidification, growth profile under different conditions, antibiotic resistance, viability at pH 2.0 and 0.3 % bile salts), were affected. It was found that the effects were strain dependent, and the best results were obtained for strain c19 in the combinations at 20 % for 8 and 10 min and 40 % for 2 min, where an improvement in functional characteristics was found, with some effects on biofilm stability, inhibition of acidification, without adverse results on some technological properties.

虽然益生菌具有广泛的有益特性,但它们也会导致后酸化现象,从而对食品的口感或香味产生负面影响。超声波(US)是一种调节益生菌新陈代谢的工具,可在不影响益生菌活力的情况下抵消后酸化现象,改善微生物的性能和功能特性。本文旨在评估 10 种不同功率组合(20% 和 40%)和持续时间(2、4、6、8 和 10 分钟)的超声波处理对从食用橄榄中分离出来的两株植物乳杆菌(c16 和 c19)的影响,目的是了解一些主要功能和技术特性(活力、酸化、不同条件下的生长曲线、抗生素抗性、pH 值为 2.0 和 0.3% 胆盐条件下的活力)是如何受到影响的。研究发现,这些影响与菌株有关,在 20% 8 和 10 分钟以及 40% 2 分钟的组合中,c19 菌株获得了最佳结果,功能特性得到改善,生物膜稳定性和酸化抑制受到一定影响,但某些技术特性没有受到不利影响。
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引用次数: 0
2D spatiotemporal passive cavitation imaging and evaluation during ultrasound thrombolysis based on diagnostic ultrasound platform 基于超声诊断平台的超声溶栓过程中的二维时空被动空化成像与评估
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-08-31 DOI: 10.1016/j.ultsonch.2024.107051

Acoustic cavitation plays a critical role in various biomedical applications. However, uncontrolled cavitation can lead to undesired damage to healthy tissues. Therefore, real-time monitoring and quantitative evaluation of cavitation dynamics is essential for understanding underlying mechanisms and optimizing ultrasound treatment efficiency and safety. The current research addressed the limitations of traditionally used cavitation detection methods by developing introduced an adaptive time-division multiplexing passive cavitation imaging (PCI) system integrated into a commercial diagnostic ultrasound platform. This new method combined real-time cavitation monitoring with B-mode imaging, allowing for simultaneous visualization of treatment progress and 2D quantitative evaluation of cavitation dosage within targeted area. An improved delay-and-sum (DAS) algorithm, optimized with a minimum variance (MV) beamformer, is utilized to minimize the side lobe effect and improve the axial resolution typically associated with PCI. In additional to visualize and quantitatively assess the cavitation activities generated under varied acoustic pressures and microbubble concentrations, this system was specifically applied to perform 2D cavitation evaluation for ultrasound thrombolysis mediated by different solutions, e.g., saline, nanodiamond (ND) and nitrogen-annealed nanodiamond (N-AND). This research aims to bridge the gap between laboratory-based research systems and real-time spatiotemporal cavitation evaluation demands in practical uses. Results indicate that this improved 2D cavitation monitoring and evaluation system could offer a useful tool for comprehensive evaluating cavitation-mediated effects (e.g., ultrasound thrombolysis), providing valuable insights into in-depth understanding of cavitation mechanisms and optimization of cavitation applications.

声空化在各种生物医学应用中发挥着至关重要的作用。然而,不受控制的空化会对健康组织造成不必要的损伤。因此,对空化动态进行实时监测和定量评估对于了解其潜在机制、优化超声治疗效率和安全性至关重要。目前的研究针对传统空化检测方法的局限性,开发了一种自适应时分复用被动空化成像(PCI)系统,并将其集成到商用超声诊断平台中。这种新方法将实时空化监测与 B 型成像相结合,可同时观察治疗进展并对目标区域内的空化剂量进行二维定量评估。改进的延迟和(DAS)算法通过最小方差(MV)波束形成器进行优化,最大程度地减少了侧叶效应,提高了通常与 PCI 相关的轴向分辨率。为了对不同声压和微泡浓度下产生的空化活动进行可视化和定量评估,该系统还专门用于对不同溶液(如生理盐水、纳米金刚石(ND)和氮退火纳米金刚石(N-AND))介导的超声溶栓进行二维空化评估。这项研究旨在缩小实验室研究系统与实际应用中实时时空空化评估需求之间的差距。结果表明,这种改进的二维空化监测和评估系统可为全面评估空化介导的效应(如超声溶栓)提供有用的工具,为深入了解空化机制和优化空化应用提供有价值的见解。
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引用次数: 0
Theoretical study on the movements of bubbles 气泡运动的理论研究。
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-08-30 DOI: 10.1016/j.ultsonch.2024.107050

The radial and translational motions of multiple interacting spherical bubbles are obtained using classical Newton mechanics. It is seen that bubbles not only move in straight line, but also in circular motion. The tracks of the bubbles show that the interactions among them include attractive, repulsive and dynamic equilibrium. There are three types of straight line corresponding to attraction, coexistence of attraction and repulsion and dynamic equilibrium, and two types of circular movement corresponding to attraction and dynamic equilibrium. The results can provide an explanation for cavitation chain and profile in cavitation field.

利用经典牛顿力学得到了多个相互作用球形气泡的径向和平移运动。结果表明,气泡不仅做直线运动,还做圆周运动。气泡的运动轨迹表明,它们之间的相互作用包括吸引力、排斥力和动态平衡。直线运动有三种类型,分别对应于吸引力、吸引力和排斥力共存以及动态平衡;圆周运动有两种类型,分别对应于吸引力和动态平衡。这些结果可以解释空化链和空化场剖面。
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引用次数: 0
Research on jet electrochemical machining with coaxial megasonic assistance 同轴超声波辅助喷射电化学加工研究。
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-08-30 DOI: 10.1016/j.ultsonch.2024.107054

In order to address the problem of poor localization in electrochemical machining (ECM), a coaxial megasonic assisted jet ECM method was proposed. Based on theoretical analysis, experiments were conducted to compare the effects of various electrolyte flow rates, electrolytic voltage and megasonic power levels on pit ECM. The results indicate that, in the range of experimental parameters, the increase of electrolyte flow rate and megasonic power can increase the machining depth, so as to improve the depth-diameter ratio of ECM pits. The use of coaxial megasonic-assisted jet ECM can enhance the depth-diameter ratio of etched pits compared to the without megasonic one. When applying a megasonic power of 22 W, the dimensions of the ECM pit were measured as 0.81 mm in depth and 5.73 mm in diameter, resulting in an depth-diameter ratio of 0.140. Under the same conditions, without megasonic assistance, the pit diameter is reduced to 0.65 mm while the pit depth increases to 6.36 mm, resulting in a depth-diameter ratio of 0.102. Additionally, The results also demonstrate that, the increase of electrolytic voltage makes the depth to diameter ratio of pit further increase on the original basis. With an electrolyte flow rate of 0.9 L/min and a megasonic power of 22 W, the use of electrolysis voltage of 50 V increased the depth-diameter ratio of etched pits to 0.173. Using the above preferred parameters, electrolytic milling of the wide groove is carried out. The depth-diameter ratio of the wide groove is increased from 0.039 to 0.059 by appending coaxial megasonic. This further verified the effectiveness of the coaxial megasonic-assisted jet ECM method.

为了解决电化学加工(ECM)中定位不良的问题,提出了一种同轴超声波辅助喷射 ECM 方法。在理论分析的基础上,实验比较了各种电解液流速、电解电压和巨声功率水平对凹坑 ECM 的影响。结果表明,在实验参数范围内,增加电解液流速和超声波功率可以增加加工深度,从而提高 ECM 凹坑的深度直径比。与不使用超声波的 ECM 相比,使用同轴超声波辅助射流 ECM 可以提高蚀刻坑的深度-直径比。当使用 22 W 的巨声波功率时,ECM 凹坑的深度为 0.81 mm,直径为 5.73 mm,深度直径比为 0.140。在相同条件下,如果没有超声波辅助,凹坑直径减小到 0.65 毫米,而凹坑深度增加到 6.36 毫米,因此深度直径比为 0.102。此外,结果还表明,电解电压的增加会使凹坑的深度直径比在原有基础上进一步增大。在电解液流速为 0.9 升/分钟、超声波功率为 22 瓦时,电解电压为 50 伏,蚀刻坑的深度直径比增加到 0.173。采用上述优选参数,对宽沟槽进行电解铣削。通过附加同轴巨声波,宽槽的深度直径比从 0.039 增加到 0.059。这进一步验证了同轴超声波辅助射流 ECM 方法的有效性。
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引用次数: 0
Nanocellulose separation from barley straw via ultrasound-assisted choline chloride – Formic acid deep eutectic solvent pretreatment and high-intensity ultrasonication 通过超声辅助氯化胆碱-甲酸深共晶溶剂预处理和高强度超声从大麦秸秆中分离出纳米纤维素。
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-08-30 DOI: 10.1016/j.ultsonch.2024.107048

The present study aims at investigating the application of ultrasound assisted choline chloride (ChCl) – formic acid (FA) deep eutectic solvent (DES) pretreatment of Barley straw. In addition, the efficiency of a wet grinding followed by high intensity ultrasound (HIUS) treatment for production of cellulose nanofibers (CNF) has been evaluated. The DES (using ChCl: FA at 1:9 M ratio) treatment at 45 kHz ultrasound frequency and 3 h of treatment duration resulted in 84.68 ± 1.02 % and 82.96 ± 0.79 % of lignin and hemicellulose solubilisation, respectively. The purification of DES treated solid residue resulted in cellulose with more than 90 % purity. Further, 10 min of wet grinding followed by 40 min of HIUS treatment resulted in more than 80 % nano-fibrillation efficiency. The produced CNF had diameters less than 100 nm in number size distribution and type I cellulose structure. This study confirmed that the developed process offers a sustainable method for producing nanocellulose from agricultural waste.

本研究旨在探讨超声波辅助氯化胆碱(ChCl)-甲酸(FA)深共晶溶剂(DES)预处理大麦秸秆的应用。此外,还评估了湿法研磨后高强度超声(HIUS)处理生产纤维素纳米纤维(CNF)的效率。在 45 kHz 超声波频率和 3 小时处理持续时间下进行 DES(使用氯化 ChCl:FA,1:9 M 的比例)处理,木质素和半纤维素的溶解度分别为 84.68 ± 1.02 % 和 82.96 ± 0.79 %。经 DES 处理后的固体残留物可提纯出纯度超过 90% 的纤维素。此外,10 分钟的湿研磨和 40 分钟的 HIUS 处理可使纳米纤维化效率超过 80%。生产出的 CNF 直径小于 100 nm,具有 I 型纤维素结构。这项研究证实,所开发的工艺为利用农业废弃物生产纳米纤维素提供了一种可持续的方法。
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引用次数: 0
Valorization of tomato processing by-products: Predictive modeling and optimization for ultrasound-assisted lycopene extraction 番茄加工副产品的价值评估:超声辅助番茄红素提取的预测建模和优化。
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-08-30 DOI: 10.1016/j.ultsonch.2024.107055

Lycopene is a carotenoid highly valuable to the food, pharmaceutical, dye, and cosmetic industries, present in ripe tomatoes and other fruits with a distinctive red color. The main source of lycopene is tomato crops. This bioactive component can be successfully isolated from tomato processing waste, commonly called tomato pomace, mostly made from tomato skins, seeds, and some residual tomato tissue. The main investigative focus in this work was the application of green engineering principles in each stage of the optimized ultrasound-assisted extraction (UAE) of enzymatically treated tomato skins to obtain functional extracts rich in lycopene. The experimental plan was designed to determine the influence of studied operating parameters: enzymatic reaction time (60, 120, and 180 min), extraction time (0, 5, 10, 15, 30, 60, and 120 min), and temperature (25, 35 and 45 ℃) on lycopene yield. Process optimization was performed based on the yield of lycopene [1018, 1067, and 1120 mg/kg] achieved at optimal operating conditions. An artificial neural network (ANN) model was developed and trained for predictive modeling of the closed extraction system, with operating parameters used as input neurons and experimentally obtained values for lycopene content defined as the output neural layer. Applied ANN architecture provided a high correlation of experimental output with ANN-generated data (R=0.99914) with a model deviation error for the entire data set of RMSE=5.3 mg/kg. The k-Nearest Neighbor algorithm was introduced to predict lycopene yield using experimental key features: operating temperature, extraction time, and time of enzymatic treatment, split into training and testing sets with an 85/15 ratio. The model interpretation was conducted through the SHAP (SHapley Additive exPlanations) methodology.

番茄红素是一种类胡萝卜素,对食品、制药、染料和化妆品行业具有很高的价值,存在于成熟的番茄和其他水果中,具有独特的红色。番茄红素的主要来源是番茄作物。这种生物活性成分可以成功地从番茄加工废料(通常称为番茄渣)中分离出来,番茄渣主要由番茄皮、种子和一些残留的番茄组织制成。这项工作的主要研究重点是将绿色工程原理应用于优化超声辅助萃取(UAE)酶解处理番茄皮的每个阶段,以获得富含番茄红素的功能性提取物。实验计划旨在确定所研究的操作参数:酶反应时间(60、120 和 180 分钟)、萃取时间(0、5、10、15、30、60 和 120 分钟)和温度(25、35 和 45 ℃)对番茄红素产量的影响。根据最佳操作条件下的番茄红素产量[1018、1067 和 1120 mg/kg],对工艺进行了优化。开发并训练了一个人工神经网络(ANN)模型,用于封闭提取系统的预测建模,将操作参数作为输入神经元,将番茄红素含量的实验值定义为输出神经层。所应用的 ANN 结构提供了实验输出与 ANN 生成数据的高度相关性(R=0.99914),整个数据集的模型偏差误差 RMSE=5.3 mg/kg。引入 k 近邻算法,利用实验的关键特征(操作温度、提取时间和酶处理时间)预测番茄红素产量,并以 85/15 的比例分成训练集和测试集。模型解释采用 SHAP(SHapley Additive exPlanations)方法。
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引用次数: 0
Influence of ultrasonic pretreatment on the quality attributes and pectin structure of chili peppers (Capsicum spp.) 超声波预处理对辣椒质量属性和果胶结构的影响
IF 8.7 1区 化学 Q1 ACOUSTICS Pub Date : 2024-08-28 DOI: 10.1016/j.ultsonch.2024.107041

Chili peppers (Capsicum spp.) exhibit a diverse range of quality characteristics and pectin structures, which are influenced by various factors. This study aimed to investigate the effects of ultrasound (US), ultrasonic combined hot blanching (US-BL), and ultrasonic combined freezing and thawing (US-FT) on the quality characteristics and pectin structure of vacuum pulsation-dried (VP) chili peppers. The results indicated that US-BL samples exhibited the highest L* and a* values, retained maximum capsorubin, and showed an increase in vitamin C, total phenols, and rehydration by 14.28 %, 40.87 %, and 8.66 %, respectively. In contrast, the US-FT samples exhibited the highest capsaicin and dihydrocapsaicin content, which increased by 54.97 % and 64.04 %, respectively. Pretreatment resulted in higher pectin linearity, a lower degree of branching, and a reduced molecular weight in the US-BL sample. Atomic force microscopy confirmed the degrading effect of pretreatment on the pectin structure. Pearson’s correlation analysis revealed that capsorubin, capsaicin analogs, vitamin C, and total phenols were highly correlated with pectin linearity and molecular weight. This study found that US-BL was the most effective pretreatment method for improving the quality of pulsatile chili peppers and provides theoretical support for the application of VP chili peppers.

辣椒(Capsicum spp.)的品质特征和果胶结构多种多样,受到各种因素的影响。本研究旨在探讨超声波(US)、超声波联合热烫(US-BL)和超声波联合冻融(US-FT)对真空脉动干燥(VP)辣椒的品质特征和果胶结构的影响。结果表明,US-BL 样品的 L* 值和 a* 值最高,保留的辣椒素最多,维生素 C、总酚和复水率分别增加了 14.28 %、40.87 % 和 8.66 %。相比之下,US-FT 样品的辣椒素和二氢辣椒素含量最高,分别增加了 54.97 % 和 64.04 %。预处理使 US-BL 样品的果胶线性度更高,支化程度更低,分子量更小。原子力显微镜证实了预处理对果胶结构的降解作用。皮尔逊相关分析表明,辣椒素、辣椒素类似物、维生素 C 和总酚与果胶的线性度和分子量高度相关。该研究发现,US-BL 是提高脉动辣椒质量最有效的预处理方法,为 VP 辣椒的应用提供了理论支持。
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Ultrasonics Sonochemistry
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