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Changes in Microbial Communities in Industrial Anaerobic Digestion of Dairy Manure Caused by Caldicellulosiruptor Pretreatment. 钙纤维素裂解剂预处理对奶牛粪便工业厌氧消化微生物群落的影响。
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-28 DOI: 10.3390/biotech14030067
Jakob Young, Maliea Nipko, Spencer Butterfield, Zachary Aanderud

Extremophilic biological process (EBP) pretreatment increases substrate availability in anaerobic digestion, but the effect on downstream microbial community composition in industrial systems is not characterized. Changes in microbial communities were determined at an industrial facility processing dairy manure in a modified split-stream system with three reactor types: (1) EBP tanks at 70-72 °C; (2) mesophilic Continuously Stirred Tank Reactors (CSTRs); (3) mesophilic Induced Bed Reactors (IBRs) receiving combined CSTR and EBP effluent. All reactors had a two-day hydraulic retention time. Samples were collected weekly for 60 days. pH, volatile fatty acid and bicarbonate concentrations, COD, and methane yield were measured to assess tank environmental conditions. Microbial community compositions were obtained via 16S rRNA gene sequencing. EBP pretreatment increased acetate availability but led to a decline in the relative abundance of acetoclastic Methanosarcina species in downstream IBRs. Rather, syntrophic methanogens, e.g., members of Methanobacteriaceae, increased in relative abundance and became central to microbial co-occurrence networks, particularly in association with hydrogen-producing bacteria. Network analysis also demonstrated that these syntrophic relationships were tightly coordinated in pretreated digestate but absent in the untreated CSTRs. By promoting syntrophic methanogenesis while increasing acetate concentrations, EBP pretreatment requires system configurations that enable acetoclast retention to prevent acetate underutilization and maximize methane yields.

极端生物工艺(EBP)预处理提高了厌氧消化中的底物利用率,但对工业系统中下游微生物群落组成的影响尚未表征。采用三种反应器类型(1)在70-72°C的EBP池中处理牛粪,测定了工业设施中微生物群落的变化;(2)中温连续搅拌槽式反应器(cstr);(3)处理CSTR和EBP联合出水的中温诱导床反应器(IBRs)。所有反应堆都有两天的水力滞留时间。每周采集样本,连续60 d。通过测量pH值、挥发性脂肪酸和碳酸氢盐浓度、COD和甲烷产量来评估储罐环境条件。通过16S rRNA基因测序获得微生物群落组成。EBP预处理提高了醋酸盐的利用率,但导致下游ibr中醋酸碎屑甲烷藻的相对丰度下降。相反,合成产甲烷菌,例如产甲烷杆菌科的成员,相对丰度增加,并成为微生物共生网络的中心,特别是与产氢细菌有关。网络分析还表明,这些共生性关系在预处理消化系统中紧密协调,但在未经处理的cstr中则不存在。EBP预处理通过在增加乙酸浓度的同时促进合成氨生成,要求系统配置能够保留醋酸破酯细胞,以防止乙酸利用不足,并最大限度地提高甲烷产量。
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引用次数: 0
Enhanced Bacterial Cellulose Production Using Hempseed Meal: Optimal Conditions and Properties. 利用大麻籽粕增强细菌纤维素生产:最佳条件和性能。
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-27 DOI: 10.3390/biotech14030066
Sawichaya Orpool, Suthaphat Kamthai, Thanyaporn Siriwoharn, Patompong Khaw-On, Aree Deenu, Srisuwan Naruenartwongsakul

Hemp (Cannabis sativa L.) seed is progressively emerging as an innovative and sustainable source of plant oil. Defatted hempseed meal is rich in protein and carbohydrates, which bacteria can convert into cellulose using glucose and fructose. The optimal conditions for bacterial cellulose (BC) production from hempseed meal were evaluated by investigating total solid concentrations ranging from 8 to 16 °Brix using Komagataeibacter nataicola under controlled conditions. The changes in pH, bioactive compounds, organic acids, and carbon source concentrations were monitored during the fermentation process. The highest yield of BC, 12.41 g/L, was obtained at 10 °Brix after 14 days of fermentation. It was found that the production of BC was negatively impacted by a decrease in pH and an increase in organic acids. BC exhibited a ribbon-like 3D network structure and a crystallinity index of about 70%, with excellent water-holding capacity, low oil-holding capacity, high emulsifying activity, and high emulsion stability (11.21%, 2.71%, 34.33%, and 39.11%, respectively). This BC possesses exceptional mechanical properties, a high degree of crystallinity, and superior water-holding capacity, making it valuable in various industries such as food, pharmaceuticals, and biotechnology.

大麻(大麻sativa L.)种子逐渐成为一种创新和可持续的植物油来源。脱脂大麻籽粉富含蛋白质和碳水化合物,细菌可以利用葡萄糖和果糖将其转化为纤维素。在8 ~ 16°白度范围内,以Komagataeibacter nataicola为研究对象,在控制条件下对大麻籽粕细菌纤维素(BC)生产的最佳条件进行了研究。在发酵过程中监测了pH、生物活性化合物、有机酸和碳源浓度的变化。发酵14天后,在10°白度条件下BC的产量最高,为12.41 g/L。研究发现,pH值的降低和有机酸含量的增加对BC的产生有负面影响。BC呈带状三维网状结构,结晶度约为70%,具有优异的持水能力、低持油能力、高乳化活性和高乳液稳定性(分别为11.21%、2.71%、34.33%和39.11%)。这种BC具有优异的机械性能,高度结晶度和优越的保水能力,使其在食品,制药和生物技术等各个行业中具有价值。
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引用次数: 0
Biomaterials and Tissue Engineering in Neurosurgery: Current Innovations and Future Directions. 神经外科生物材料与组织工程:当前创新与未来方向。
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-26 DOI: 10.3390/biotech14030065
Jagoš Golubović, Damjan Vučurović

Neurosurgery is undergoing a significant transformation driven by advances in biomaterials and tissue engineering. These interdisciplinary innovations address challenges in repairing and regenerating neural tissues, integrating cranial and spinal implants, and improving patient outcomes. The incidence of neurological injuries such as traumatic brain injury and spinal cord injury remains high, underscoring the need for improved therapeutic strategies. This review provides a comprehensive overview of current biomaterial and tissue engineering approaches in neurosurgery, highlighting developments in neural tissue repair, cranial and spinal implants, spinal cord injury treatment, and peripheral nerve regeneration. Key challenges-such as ensuring biocompatibility, modulating the immune response, and bridging the gap between laboratory research and clinical application-are discussed. Emerging technologies including 3D bioprinting, nanotechnology (removing microfluidics), and microfluidics are examined for their potential to revolutionize neurosurgical treatments. The need for interdisciplinary collaboration among neurosurgeons, material scientists, and biologists is emphasized as critical for overcoming translational barriers and accelerating the clinical translation of these promising technologies.

在生物材料和组织工程的推动下,神经外科正在经历一场重大的变革。这些跨学科的创新解决了修复和再生神经组织、整合颅骨和脊柱植入物以及改善患者预后方面的挑战。神经损伤如创伤性脑损伤和脊髓损伤的发生率仍然很高,强调需要改进治疗策略。本文综述了目前神经外科中生物材料和组织工程方法的全面概述,重点介绍了神经组织修复、颅和脊柱植入物、脊髓损伤治疗和周围神经再生方面的进展。关键的挑战,如确保生物相容性,调节免疫反应,弥合实验室研究和临床应用之间的差距进行了讨论。新兴技术,包括3D生物打印,纳米技术(去除微流体),微流体检查其潜在的革命性神经外科治疗。神经外科医生、材料科学家和生物学家之间跨学科合作的必要性被强调为克服翻译障碍和加速这些有前途的技术的临床转化的关键。
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引用次数: 0
Translocation of Insecticidal Bt Protein in Transgrafted Plants. Bt杀虫蛋白在移植物中的易位研究。
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-25 DOI: 10.3390/biotech14030064
Arisa Ando, Hitomi Ohkubo, Hisae Maki, Takumi Nishiuchi, Takumi Ogawa, Tomofumi Mochizuki, Daisaku Ohta, Hiroaki Kodama, Taira Miyahara

Transgrafting constitutes a technique involving the integration of genetically modified (GM) and non-GM plant organisms. Typically, edible components derived from non-GM scions are categorized as non-GM food products, attributed to the absence of exogenous genetic material within their respective genomes. Non-GM food status could be compromised if proteins translocated across the graft interface. We investigated the movement of insecticidal Bacillus thuringiensis (Bt) crystal proteins, widely utilized in GM crop species. Tobacco plants engineered to express the Cry1Ab gene exhibited trace levels of Cry1Ab protein accumulation. In transgrafted plants, translocated Cry1Ab protein originating from GM rootstocks was detectable within scion foliar tissues but not within the seeds obtained from the non-GM scion. This result unequivocally demonstrates the capacity for Bt protein translocation from rootstocks to scions yet indicates a constrained distribution confined to scion tissues relatively close to the graft junction. While regulatory considerations necessitate a thorough appraisal of potential risks associated with Bt proteins, the results shown here facilitate the commercialization of the edible components as non-GM food products.

嫁接是一种涉及转基因和非转基因植物生物整合的技术。通常,来自非转基因接穗的可食用成分被归类为非转基因食品,因为它们各自的基因组中缺乏外源遗传物质。如果蛋白质在移植物界面上移位,非转基因食品的地位可能会受到损害。我们研究了苏云金芽孢杆菌(Bacillus thuringiensis, Bt)晶体蛋白的运动,该蛋白广泛应用于转基因作物。表达Cry1Ab基因的烟草植株表现出微量的Cry1Ab蛋白积累。在移栽植株中,来自转基因砧木的易位Cry1Ab蛋白在接穗叶组织中检测到,而在非转基因接穗获得的种子中检测不到。这一结果明确地证明了Bt蛋白从砧木转移到接穗的能力,但也表明其分布局限于相对靠近嫁接接穗的接穗组织。虽然监管方面的考虑需要对与Bt蛋白相关的潜在风险进行全面评估,但这里显示的结果促进了可食用成分作为非转基因食品的商业化。
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引用次数: 0
Enhancing In Vitro Regeneration in Three Sweet Potato Genotypes: Interplay Between Disinfectant, Explant Age, and Genotype. 促进三种基因型甘薯离体再生:消毒剂、外植体年龄和基因型的相互作用
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-19 DOI: 10.3390/biotech14030063
El Hadj Hussein Tapily, Kan Modeste Kouassi, Marius Konan Kouassi, John Steven S Seka, Fidèle Tiendrébéogo, Justin S Pita

Regenerating sweet potato from field-derived plant material requires careful management of several critical factors, including the effectiveness of the disinfectant, the age of the explant, and the genotype used. In this context, establishing a reliable aseptic protocol is essential for successful in vitro culture. This study aimed to assess the effects of two disinfectants (sodium hypochlorite and mercuric chloride), three sweet potato genotypes (Nakabo, Boyapleu, and Irene), and three explant ages (2, 3, and 4 weeks) on clean culture establishment and regeneration efficiency from nodal explants. The findings revealed that regeneration success is significantly influenced by the type and concentration of disinfectant, explant age, and genotype. Treatment with 10% sodium hypochlorite markedly reduced contamination, achieving clean culture and regeneration rates of 75.72 ± 3.36% and 86.83 ± 3.02%, respectively, regardless of explant age. In contrast, higher concentrations of mercuric chloride induced necrosis in the explants. The highest clean culture rate (93.82 ± 1.16%) was observed in 3-week-old explants, which also showed a regeneration rate of 54.93 ± 3.19%. Furthermore, the Boyapleu and Irene genotypes demonstrated good suitability for in vitro culture, whereas the Nakabo genotype performed poorly under the tested conditions.

从田间植物材料再生红薯需要仔细管理几个关键因素,包括消毒剂的有效性、外植体的年龄和所使用的基因型。在这种情况下,建立一个可靠的无菌方案是必不可少的成功体外培养。本研究旨在评估两种消毒剂(次氯酸钠和氯化汞)、三种甘薯基因型(Nakabo、Boyapleu和Irene)和三种外植体年龄(2、3和4周)对结节外植体清洁培养建立和再生效率的影响。结果表明,外植体年龄和基因型对再生成功率有显著影响。10%次氯酸钠处理显著降低了外植体的污染,无论外植体年龄如何,干净培养和再生率分别为75.72±3.36%和86.83±3.02%。相反,高浓度的氯化汞诱导外植体坏死。3周龄外植体净培养率最高(93.82±1.16%),再生率为54.93±3.19%。此外,Boyapleu和Irene基因型在体外培养条件下表现出良好的适应性,而Nakabo基因型在体外培养条件下表现不佳。
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引用次数: 0
Effects of Glycerol and Phenolics on Myceliophthora heterothallica Endoxylanase Expressed in K. phaffii. 甘油和酚类物质对菲氏霉霉内生木聚糖酶表达的影响
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-18 DOI: 10.3390/biotech14030062
Jéssica de Araujo Zanoni, Izabela Karolina Costa Zilli, Guilherme de Paula Pretto, Flavio Augusto Vicente Seixas, Marcela Marques de Freitas Lima, Eliana Gertrudes de Macedo Lemos, Eleni Gomes, Gabriel Zazeri, Gustavo Orlando Bonilla-Rodriguez

Industrial applications of xylanases in high-temperature settings are limited by enzyme instability. This study evaluated glycerol and phenolic compounds as modulators of the catalytic and structural properties of a recombinant Myceliophthora heterothallica endoxylanase (rMhXyn) expressed in Komagataella phaffii. Glycerol (20% v/v) significantly improved thermostability (5-fold increase in half-life at 55 °C), decreased the activation energy for catalysis, and enhanced structural rigidity as evidenced by molecular dynamics simulations (reduced RMSD and Rg). In contrast, phenolic acids provided only short-term stabilization at moderate temperatures and did not confer structural benefits. Enzyme kinetics revealed that glycerol enhanced catalytic turnover (↑Vmax), while phenolic compounds modified both K' and cooperativity (Hill coefficient). Thermodynamic analysis supported glycerol's stabilizing effect, with increased ∆H(D) and a positive shift in ∆S(D). These results suggest glycerol as a superior stabilizer for rMhXyn in high-temperature bioprocesses such as lignocellulosic biomass hydrolysis. These findings highlight the potential of targeted additives to improve enzyme performance for biotechnological applications.

木聚糖酶在高温环境下的工业应用受到酶不稳定性的限制。本研究评价了甘油和酚类化合物作为重组异菌疫霉内生聚糖酶(rMhXyn)在Komagataella phaffii中表达的催化和结构特性的调节剂。甘油(20% v/v)显著提高了热稳定性(55°C时半衰期增加5倍),降低了催化活化能,并增强了结构刚性,分子动力学模拟证明了这一点(降低了RMSD和Rg)。相比之下,酚酸只在中等温度下提供短期稳定,并没有赋予结构上的好处。酶动力学表明,甘油增强了催化转化率(^ Vmax),而酚类化合物修饰了K′和协同性(Hill系数)。热力学分析支持甘油的稳定作用,∆H(D)增加,∆S(D)正变化。这些结果表明甘油是高温生物过程(如木质纤维素生物质水解)中rMhXyn的优良稳定剂。这些发现突出了靶向添加剂在生物技术应用中改善酶性能的潜力。
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引用次数: 0
Rosemary Extract: Phytochemical Composition and Potential for Eliminating Polymicrobial Biofilm of Candida albicans and Multidrug-Resistant Bacteria. 迷迭香提取物:植物化学成分及其消除白色念珠菌和多重耐药细菌多微生物生物膜的潜力。
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-13 DOI: 10.3390/biotech14030061
Tuana Mendonça Faria Cintra, Raquel Teles de Menezes, Lara Steffany de Carvalho, Leticia de Miguel Nazario, Leandro Wang Hantao, Maria Cristina Marcucci, Luciane Dias de Oliveira, Vanessa Marques Meccatti-Domiciano

Herbal medicines can be promising for the treatment of infections caused by multidrug-resistant microorganisms. This study aimed to evaluate Rosmarinus officinalis (Rosemary) hydroalcoholic extract (RHE) regarding its phytochemical composition and potential for eliminating polymicrobial biofilm of Candida albicans with multidrug-resistant bacteria (Acinetobacter baumannii, Klebsiella pneumoniae, and Pseudomonas aeruginosa). The extraction and quantification of the extract (flavonoids and phenols) were performed, and its antioxidant activity (DPPH) and the presence of bio-active compounds were investigated using high-performance liquid chromatography with Diode Array Detection (HPLC-DAD) and Gas Chromatography-Mass Spectrometry (GC-MS). The minimum inhibitory concentration (MIC) and minimum microbicidal concentration (MMC) were determined, and the extract's action on polymicrobial biofilms was evaluated using the MTT assay. Data were analyzed using one-way ANOVA and Tukey's tests, as well as Kruskal-Wallis and Dunn's tests, with a significance level of 5%. RHE showed compatible amounts of flavonoids and phenols, with an EC50 of 19.53 µg/mL. Through HPLC-DAD and GC-MS, biomolecules such as rosmarinic acid and α-Pinene were identified. The extract exhibited microbicidal activity and antibiofilm action, with reduction percentages of up to 69.6% (p < 0.05), showing superior performance compared to 0.12% chlorhexidine against C. albicans + A. baumannii. In conclusion, RHE may be a promising therapeutic agent against multidrug-resistant pathogens.

草药在治疗多重耐药微生物引起的感染方面很有希望。本研究旨在评价迷迭香水酒精提取物(RHE)的植物化学成分及其对含有多重耐药细菌(鲍曼不动杆菌、肺炎克雷伯菌和铜绿假单胞菌)的白色念珠菌多微生物生物膜的去除作用。采用高效液相色谱-二极管阵列检测(HPLC-DAD)和气相色谱-质谱联用(GC-MS)对提取液(黄酮类和酚类)进行提取和定量分析,并对其抗氧化活性(DPPH)和生物活性化合物的存在进行研究。测定其最小抑菌浓度(MIC)和最小杀微生物浓度(MMC),并采用MTT法评价其对多微生物生物膜的作用。数据分析采用单因素方差分析和Tukey检验,以及Kruskal-Wallis和Dunn检验,显著性水平为5%。RHE显示黄酮类化合物和酚类化合物的相容量,EC50为19.53µg/mL。通过HPLC-DAD和GC-MS鉴定了迷迭香酸和α-蒎烯等生物分子。该提取物对白色念珠菌+鲍曼不动杆菌的抑菌效果优于0.12%的氯己定,抑菌效果达69.6% (p < 0.05)。综上所述,RHE可能是一种很有前途的治疗多药耐药病原体的药物。
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引用次数: 0
Influence of Nutrient Medium Composition on the Redistribution of Valuable Metabolites in the Freshwater Green Alga Tetradesmus obliquus (Chlorophyta) Under Photoautotrophic Growth Conditions. 营养液组成对光自养生长条件下淡水赤藻(Tetradesmus obliquus)有价代谢物再分配的影响
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-11 DOI: 10.3390/biotech14030060
Elvira E Ziganshina, Ayrat M Ziganshin

The study of microalgae has led to significant progress in recent decades. The current microalgal biomass yield is unsatisfactory, except for certain species that are cultivated for the nutraceutical and pharmaceutical industries. In this study, the growth efficiency and biochemical composition of Tetradesmus obliquus at high levels of nutrients were characterized. Increasing the NH4+-N content in the medium to 164 mg L-1 allowed the algae to steadily accumulate biomass (6.14 ± 0.28 g L-1) with a moderate content of starch. Optimizing the levels of N, P, and S allowed the biomass productivity to increase from the average 0.45 to 0.88 g L-1 day-1. A further increase of NH4+-N to 410 mg L-1 and other nutrients' concentration allowed the algae to accumulate biomass (7.50 ± 0.28 g L-1), enriched with protein and pigments. The algae cultivated with the high load of nutrients reached 100%, 84%, and 96% removal of N, P, and S, respectively. Adding the NaHCO3 to the photobioreactor for pH adjustment (instead of NaOH) did not significantly improve the growth parameters or affect the composition of the algal cells. In general, our study will improve the comprehensive understanding of culture-based approaches to study the perspective use of the alga T. obliquus.

近几十年来,微藻的研究取得了重大进展。目前的微藻生物量产量是不令人满意的,除了某些品种的营养保健和制药工业培养。本试验研究了高营养水平下斜方藻(Tetradesmus obliquus)的生长效率和生化组成。将培养基中NH4+-N的含量增加到164 mg L-1,在淀粉含量适中的情况下,藻类可以稳定积累生物量(6.14±0.28 g L-1)。优化N、P、S水平可使生物量生产力从平均0.45 g L-1 d -1提高到0.88 g L-1 d -1。进一步增加NH4+-N和其他营养物质的浓度至410 mg L-1,可使藻类积累生物量(7.50±0.28 g L-1),富含蛋白质和色素。高养分负荷培养的藻类对N、P、S的去除率分别达到100%、84%、96%。在光生物反应器中加入NaHCO3(而不是NaOH)进行pH调节并没有显著改善藻类的生长参数或影响藻类细胞的组成。总的来说,我们的研究将提高对基于培养的方法来研究斜藻的视角利用的全面理解。
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引用次数: 0
Effect of Ultrasonic Pretreatment on the Extraction Process of Essential Oils from Grapefruit (Citrus paradisi) By-Products. 超声波预处理对葡萄柚副产物精油提取工艺的影响。
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-08-07 DOI: 10.3390/biotech14030059
Francisco Cadena-Cadena, Joe Luis Arias-Moscoso, Leandris Argentel-Martínez, Jony R Torres Velazquez, Dulce Alondra Cuevas-Acuña, Nydia Estrellita Buitimea Cantua, Bartolo Concha-Frías

This study evaluated the effect of ultrasonic pulse-assisted extraction on the yield and antioxidant activity of essential oils from grapefruit (Citrus paradisi) by-products using hydrodistillation and Soxhlet solvent extraction (hexane, acetone, ethanol). Ultrasound was applied at 40% amplitude for 20 min before extraction. Results showed that ultrasound significantly increased extraction yield with hexane (from 2.6 ± 0.58% to 7.6 ± 1.5%) and acetone (from 8.6 ± 0.96% to 12 ± 1.4%), while ultrasound-assisted hydrodistillation nearly doubled the yield (from 0.7 ± 0.03% to 1.5 ± 0.49%). In contrast, ultrasound decreased yield with ethanol by 3%. Antioxidant activity measured by TEAC assay was highest in acetone extracts without ultrasound (13,366.5 ± 7.66 mmol TE/g) and ethanol extracts (12,606.8 ± 0.51 mmol TE/g). However, ultrasound combined with ethanol increased DPPH scavenging activity from 1073.5 ± 1.07 µg/mL to 4933.3 ± 0.71 µg/mL and maintained high flavonoid content (9.41 ± 0.15 mg/mL) and phenolics (5.33 ± 0.09 mg/mL). Ultrasound-assisted hydrodistillation also enhanced antioxidant capacity, with DPPH values rising from 51.82 ± 5.56 µg/mL to 2413.03 ± 3.17 µg/mL. These findings demonstrate that ultrasound effectively enhances essential oil extraction and antioxidant activity depending on the solvent used, underscoring the potential of this clean technology for valorizing citrus by-products.

研究了超声波脉冲辅助提取葡萄柚(Citrus paradisi)副产物精油的效果,考察了超声波脉冲辅助提取对葡萄柚(Citrus paradisi)副产物精油得率和抗氧化活性的影响。提取前,超声以40%振幅应用20分钟。结果表明,超声可显著提高正己烷和丙酮的提取率(由2.6±0.58%提高到7.6±1.5%)和丙酮的提取率(由8.6±0.96%提高到12±1.4%),超声辅助加氢蒸馏的提取率可提高近一倍(由0.7±0.03%提高到1.5±0.49%)。相比之下,超声波使乙醇的产率降低了3%。TEAC法测定的抗氧化活性以丙酮提取物(13366.5±7.66 mmol TE/g)和乙醇提取物(12606.8±0.51 mmol TE/g)最高。超声联合乙醇可使DPPH清除活性从1073.5±1.07µg/mL提高到4933.3±0.71µg/mL,并保持较高的类黄酮含量(9.41±0.15 mg/mL)和酚类物质含量(5.33±0.09 mg/mL)。超声辅助加氢蒸馏也增强了抗氧化能力,DPPH值从51.82±5.56µg/mL增加到2413.03±3.17µg/mL。这些发现表明,超声波有效地提高了精油的提取和抗氧化活性,这取决于所使用的溶剂,强调了这种清洁技术在柑橘副产品增值方面的潜力。
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引用次数: 0
Pathway Analysis Interpretation in the Multi-Omic Era. 多基因组时代的路径分析解读。
IF 3.1 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-07-29 DOI: 10.3390/biotech14030058
William G Ryan V, Smita Sahay, John Vergis, Corey Weistuch, Jarek Meller, Robert E McCullumsmith

In bioinformatics, pathway analyses are used to interpret biological data by mapping measured molecules with known pathways to discover their functional processes and relationships. Pathway analysis has become an essential tool for interpreting large-scale omics data, translating complex gene sets into actionable experimental insights. However, issues inherent to pathway databases and misinterpretations of pathway relevance often result in "pathway fails," where findings, though statistically significant, lack biological applicability. For example, the Tumor Necrosis Factor (TNF) pathway was originally annotated based on its association with observed tumor necrosis, while it is multifunctional across diverse physiological processes in the body. This review broadly evaluates pathway analysis interpretation, including embedding-based, semantic similarity-based, and network-based approaches to clarify their ideal use-case scenarios. Each method for interpretation is assessed for its strengths, such as high-quality visualizations and ease of use, as well as its limitations, including data redundancy and database compatibility challenges. Despite advancements in the field, the principle of "garbage in, garbage out" (GIGO) shows that input quality and method choice are critical for reliable and biologically meaningful results. Methodological standardization, scalability improvements, and integration with diverse data sources remain areas for further development. By providing critical guidance with contextual examples such as TNF, we aim to help researchers align their objectives with the appropriate method. Advancing pathway analysis interpretation will further enhance the utility of pathway analysis, ultimately propelling progress in systems biology and personalized medicine.

在生物信息学中,途径分析是通过绘制已知途径的测量分子来发现其功能过程和关系来解释生物数据。途径分析已经成为解释大规模组学数据的重要工具,将复杂的基因集转化为可操作的实验见解。然而,通路数据库固有的问题和对通路相关性的误解往往导致“通路失败”,即研究结果虽然在统计学上具有显著意义,但缺乏生物学适用性。例如,肿瘤坏死因子(Tumor Necrosis Factor, TNF)通路最初是基于其与观察到的肿瘤坏死的关联而被注释的,而它在体内多种生理过程中是多功能的。这篇综述广泛地评估了路径分析的解释,包括基于嵌入的、基于语义相似性的和基于网络的方法,以澄清它们的理想用例场景。评估每种解释方法的优势,例如高质量的可视化和易用性,以及其局限性,包括数据冗余和数据库兼容性挑战。尽管该领域取得了进步,但“垃圾输入,垃圾输出”(GIGO)原则表明,输入质量和方法选择对于可靠和有生物学意义的结果至关重要。方法标准化、可伸缩性改进以及与各种数据源的集成仍然是进一步开发的领域。通过提供关键的指导与上下文的例子,如TNF,我们的目标是帮助研究人员与适当的方法对齐他们的目标。推进通路分析解释将进一步增强通路分析的效用,最终推动系统生物学和个性化医学的进步。
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