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Identification and verification of diagnostic biomarkers for deep infiltrating endometriosis based on machine learning algorithms. 基于机器学习算法的深部浸润性子宫内膜异位症诊断生物标志物的识别与验证。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-25 DOI: 10.1186/s13036-024-00466-9
Shanping Shi, Chao Huang, Xiaojian Tang, Hua Liu, Weiwei Feng, Chen Chen

This study addresses the challenges in the early diagnosis of deep infiltrating endometriosis (DIE) by exploring the potential role of the deubiquitinating enzyme USP14. By analyzing the GSE141549 dataset from the Gene Expression Omnibus (GEO) database, using bioinformatics methods and three machine learning algorithms (LASSO, Random Forest, and Support Vector Machine), the key feature gene USP14 was identified. The results indicated that USP14 is significantly upregulated in DIE and exhibits good predictive value (AUC = 0.786). Further analysis revealed the important role of USP14 in muscle function, cellular growth factor response, and maintenance of chromosome structure, and its close association with various immune cell functions. Immunohistochemical staining confirmed the high expression of USP14 in DIE tissues. This study provides a new molecular target for the early diagnosis of DIE, which holds significant clinical implications and potential application value.

本研究通过探索去泛素化酶 USP14 的潜在作用,解决了早期诊断深部浸润性子宫内膜异位症(DIE)的难题。通过分析基因表达总库(GEO)数据库中的 GSE141549 数据集,使用生物信息学方法和三种机器学习算法(LASSO、随机森林和支持向量机),确定了关键特征基因 USP14。结果表明,USP14 在 DIE 中明显上调,并表现出良好的预测价值(AUC = 0.786)。进一步的分析表明,USP14 在肌肉功能、细胞生长因子反应和染色体结构维护中发挥重要作用,并与各种免疫细胞功能密切相关。免疫组化染色证实了 USP14 在 DIE 组织中的高表达。这项研究为 DIE 的早期诊断提供了一个新的分子靶点,具有重要的临床意义和潜在的应用价值。
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引用次数: 0
Engineering Saccharomyces cerevisiae for the production of natural osmolyte glucosyl glycerol from sucrose and glycerol through Ccw12-based surface display of sucrose phosphorylase. 通过基于 Ccw12 的蔗糖磷酸化酶表面展示工程化酿酒酵母,从蔗糖和甘油中生产天然渗透溶质葡萄糖基甘油。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-22 DOI: 10.1186/s13036-024-00468-7
Tea Martinić Cezar, Nenad Marđetko, Antonija Trontel, Antonia Paić, Anita Slavica, Renata Teparić, Bojan Žunar

Background: Yeast Saccharomyces cerevisiae is widely recognised as a versatile chassis for constructing microbial cell factories. However, producing chemicals from toxic, highly concentrated, or cell-impermeable substrates, or chemicals dependent on enzymatic reactions incompatible with the yeast's intracellular environment, remains challenging. One such chemical is 2-O-(α-D-glucopyranosyl)-sn-glycerol (glucosyl glycerol, αGG), a natural osmolyte used in the cosmetics and healthcare industries. This compound can be synthesised in a one-enzyme reaction from sucrose and glycerol by Leuconostoc mesenteroides sucrose phosphorylase (SucP), an enzyme which, in a low-water, glycerol-rich, phosphate-free environment, transfers the glucosyl moiety from sucrose to glycerol.

Results: In this study, we engineered a yeast microbial cell factory for αGG production. For this purpose, we first focused on the abundant yeast GPI-anchored cell wall protein Ccw12 and used our insights to develop a miniature Ccw12-tag, which adds only 1.1 kDa to the enzyme of interest while enabling its covalent attachment to the cell wall. Next, we Ccw12-tagged SucP and expressed it in an invertase-negative strain of yeast S. cerevisiae from the PHO5 promoter, i.e., promoter strongly induced under phosphate-free conditions. Such SucP isoform, covalently C-terminally anchored to the outer cell surface, produced extracellularly 37.3 g l- 1 (146 mM) of αGG in five days, while the underlying chassis metabolised reaction by-products, thereby simplifying downstream processing.

Conclusions: The here-described S. cerevisiae strain, displaying C-terminally anchored sucrose phosphorylase on its cell surface, is the first eukaryotic microbial cell factory capable of a one-step αGG production from the readily available substrates sucrose and glycerol.

背景:酵母被公认为是构建微生物细胞工厂的多功能底盘。然而,利用有毒、高浓度或细胞不可渗透的底物生产化学品,或利用与酵母细胞内环境不相容的酶促反应生产化学品,仍然具有挑战性。其中一种化学品是 2-O-(α-D-吡喃葡萄糖基)-sn-甘油(葡萄糖基甘油,αGG),它是一种天然的渗透剂,用于化妆品和保健行业。蔗糖磷酸化酶(SucP)是一种在低水、富含甘油、无磷酸盐的环境中将蔗糖中的葡萄糖基转移到甘油中的酶,它可以通过单酶反应从蔗糖和甘油中合成这种化合物:在这项研究中,我们设计了一个生产 αGG 的酵母微生物细胞工厂。为此,我们首先关注了丰富的酵母 GPI-锚定细胞壁蛋白 Ccw12,并利用我们的洞察力开发了一种微型 Ccw12-标签,它只增加了相关酶 1.1 kDa 的含量,但却能使其与细胞壁共价连接。接下来,我们用 Ccw12 标记 SucP,并用 PHO5 启动子(即在无磷酸盐条件下强烈诱导的启动子)在转化酶阴性的酵母 S. cerevisiae 菌株中表达。这种 SucP 异构体以共价方式 C 端锚定在细胞外表面,可在 5 天内从细胞外产生 37.3 g l- 1(146 mM)的 αGG,而底层底盘则代谢反应副产物,从而简化了下游处理过程:本文描述的 S. cerevisiae 菌株在其细胞表面显示 C 端锚定的蔗糖磷酸化酶,是首个能够利用现成底物蔗糖和甘油一步法生产 αGG 的真核微生物细胞工厂。
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引用次数: 0
A dual-inducible control system for multistep biosynthetic pathways. 多步生物合成途径的双诱导控制系统。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-20 DOI: 10.1186/s13036-024-00462-z
Andrés Felipe Carrillo Rincón, Alexandra J Cabral, Andras Gyorgy, Natalie G Farny

Background: The successful production of industrially relevant natural products hinges on two key factors: the cultivation of robust microbial chassis capable of synthesizing the desired compounds, and the availability of reliable genetic tools for expressing target genes. The development of versatile and portable genetic tools offers a streamlined pathway to efficiently produce a variety of compounds in well-established chassis organisms. The σ70lac and tet expression systems - adaptations of the widely used lac and tet regulatory systems developed in our laboratory - have shown effective regulation and robust expression of recombinant proteins in various Gram-negative bacteria. Understanding the strengths and limitations of these regulatory systems in controlling recombinant protein production is essential for progress in this area.

Results: To assess their capacity for combinatorial control, both the σ70lac and tet expression systems were combined into a single plasmid and assessed for their performance in producing fluorescent reporters as well as the terpenoids lycopene and β-carotene. We thoroughly characterized the induction range, potential for synergistic effects, and metabolic costs of our dual σ70lac and tet expression system in the well-established microorganisms Escherichia coli, Pseudomonas putida, and Vibrio natriegens using combinations of fluorescent reporters. The dynamic range and basal transcriptional control of the σ70 expression systems were further improved through the incorporation of translational control mechanisms via toehold switches. This improvement was assessed using the highly sensitive luciferase reporter system. The improvement in control afforded by the integration of the toehold switches enabled the accumulation of a biosynthetic intermediate (lycopene) in the β-carotene synthesis pathway.

Conclusion: This study presents the development and remaining challenges of a set of versatile genetic tools that are portable across well-established gammaproteobacterial chassis and capable of controlling the expression of multigene biosynthetic pathways. The enhanced σ70 expression systems, combined with toehold switches, facilitate the biosynthesis and study of enzymes, recombinant proteins, and natural products, thus providing a valuable resource for producing a variety of compounds in microbial cell factories.

背景:成功生产与工业相关的天然产品取决于两个关键因素:培养能够合成所需化合物的强大微生物基质,以及获得表达目标基因的可靠遗传工具。多功能、便携式基因工具的开发为在成熟的底盘生物中高效生产各种化合物提供了一条简化的途径。σ70lac和tet表达系统是我们实验室开发的广泛使用的lac和tet调控系统的改良版,已在各种革兰氏阴性细菌中显示出重组蛋白的有效调控和强健表达。了解这些调控系统在控制重组蛋白生产方面的优势和局限性对该领域的进展至关重要:为了评估它们的组合控制能力,我们将 σ70lac 和 tet 表达系统合并到一个质粒中,并评估它们在生产荧光报告物以及萜类化合物番茄红素和 β-胡萝卜素方面的性能。我们利用荧光报告基因的组合,全面鉴定了我们的 σ70lac 和 tet 双表达系统在大肠杆菌、假单胞菌和纳氏弧菌等成熟微生物中的诱导范围、协同效应潜力和代谢成本。通过趾持开关加入翻译控制机制,σ70 表达系统的动态范围和基础转录控制得到了进一步改善。我们使用高灵敏度的荧光素酶报告系统对这种改进进行了评估。通过整合趾hold开关,控制能力得到了改善,使β-胡萝卜素合成途径中的生物合成中间体(番茄红素)得以积累:本研究介绍了一套多功能遗传工具的开发过程和面临的挑战,这套工具可在成熟的加膜蛋白细菌底盘上移植,并能控制多基因生物合成途径的表达。增强型σ70表达系统与脚趾开关相结合,促进了酶、重组蛋白和天然产物的生物合成和研究,从而为在微生物细胞工厂中生产各种化合物提供了宝贵的资源。
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引用次数: 0
A rotenone organotypic whole hemisphere slice model of mitochondrial abnormalities in the neonatal brain. 新生儿大脑线粒体异常的鱼藤酮器官型全半球切片模型。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-14 DOI: 10.1186/s13036-024-00465-w
Brendan Butler, Malcolm Renney, Kristin Bennett, Gisele Charpentier, Elizabeth Nance

Mitochondrial abnormalities underscore a variety of neurologic injuries and diseases and are well-studied in adult populations. Clinical studies identify critical roles of mitochondria in a wide range of developmental brain injuries, but models that capture mitochondrial abnormalities in systems representative of the neonatal brain environment are lacking. Here, we develop an organotypic whole-hemisphere (OWH) brain slice model of mitochondrial dysfunction in the neonatal brain. We extended the utility of complex I inhibitor rotenone (ROT), canonically used in models of adult neurodegenerative diseases, to inflict mitochondrial damage in OWH slices from term-equivalent rats. We quantified whole-slice health over 6 days of exposure for a range of doses represented in ROT literature. We identified 50 nM ROT as a suitable exposure level for OWH slices to inflict injury without compromising viability. At the selected exposure level, we confirmed exposure- and time-dependent mitochondrial responses showing differences in mitochondrial fluorescence and nuclear localization using MitoTracker imaging in live OWH slices and dysregulated mitochondrial markers via RT-qPCR screening. We leveraged the regional structures present in OWH slices to quantify cell density and cell death in the cortex and the midbrain regions, observing higher susceptibilities to damage in the midbrain as a function of exposure and culture time. We supplemented these findings with analysis of microglia and mature neurons showing time-, region-, and exposure-dependent differences in microglial responses. We demonstrated changes in tissue microstructure as a function of region, culture time, and exposure level using live-video epifluorescence microscopy of extracellularly diffusing nanoparticle probes in live OWH slices. Our results highlight severity-, time-, and region-dependent responses and establish a complimentary model system of mitochondrial abnormalities for high-throughput or live-tissue experimental needs.

线粒体异常是多种神经系统损伤和疾病的突出表现,在成年人群中已得到广泛研究。临床研究发现线粒体在多种发育性脑损伤中起着关键作用,但在代表新生儿大脑环境的系统中捕捉线粒体异常的模型却很缺乏。在这里,我们建立了一个新生儿大脑线粒体功能障碍的器官型全半球(OWH)脑切片模型。我们扩展了复合物 I 抑制剂鱼藤酮(ROT)的效用(鱼藤酮通常用于成人神经退行性疾病模型),使其对足月大鼠的 OWH 脑切片造成线粒体损伤。我们根据 ROT 文献中的一系列剂量,对暴露 6 天的整个切片健康状况进行了量化。我们确定 50 nM ROT 是 OWH 切片在不影响存活率的情况下造成损伤的合适暴露水平。在选定的暴露水平下,我们确认了暴露和时间依赖性线粒体反应,在活体 OWH 切片中使用 MitoTracker 成像显示线粒体荧光和核定位的差异,并通过 RT-qPCR 筛选线粒体失调标记物。我们利用 OWH 切片中存在的区域结构来量化皮层和中脑区域的细胞密度和细胞死亡,观察到中脑更容易受到损伤,这与暴露和培养时间有关。我们还对小胶质细胞和成熟神经元进行了分析,结果显示小胶质细胞的反应存在时间、区域和暴露依赖性差异,从而对这些发现进行了补充。我们使用活体 OWH 切片中细胞外扩散纳米粒子探针的活体视频外荧光显微镜展示了组织微结构的变化与区域、培养时间和暴露水平的函数关系。我们的研究结果强调了严重程度、时间和区域依赖性反应,并为高通量或活组织实验需求建立了线粒体异常的补充模型系统。
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引用次数: 0
Thermo-amplifier circuit in probiotic E. coli for stringently temperature-controlled release of a novel antibiotic. 益生大肠杆菌中的热放大器电路,用于严格温控新型抗生素的释放。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-12 DOI: 10.1186/s13036-024-00463-y
Sourik Dey, Carsten E Seyfert, Claudia Fink-Straube, Andreas M Kany, Rolf Müller, Shrikrishnan Sankaran

Peptide drugs have seen rapid advancement in biopharmaceutical development, with over 80 candidates approved globally. Despite their therapeutic potential, the clinical translation of peptide drugs is hampered by challenges in production yields and stability. Engineered bacterial therapeutics is a unique approach being explored to overcome these issues by using bacteria to produce and deliver therapeutic compounds at the body site of use. A key advantage of this technology is the possibility to control drug delivery within the body in real time using genetic switches. However, the performance of such genetic switches suffers when used to control drugs that require post-translational modifications or are toxic to the host. In this study, these challenges were experienced when attempting to establish a thermal switch for the production of a ribosomally synthesized and post-translationally modified peptide antibiotic, darobactin, in probiotic E. coli. These challenges were overcome by developing a thermo-amplifier circuit that combined the thermal switch with a T7 RNA Polymerase. Due to the orthogonality of the Polymerase, this strategy overcame limitations imposed by the host transcriptional machinery. This circuit enabled production of pathogen-inhibitory levels of darobactin at 40 °C while maintaining leakiness below the detection limit at 37 °C. Furthermore, the thermo-amplifier circuit sustained gene expression beyond the thermal induction duration such that with only 2 h of induction, the bacteria were able to produce pathogen-inhibitory levels of darobactin. This performance was maintained even in physiologically relevant simulated conditions of the intestines that include bile salts and low nutrient levels.

多肽药物在生物制药开发领域取得了突飞猛进的发展,全球已批准了 80 多种候选药物。尽管多肽药物具有治疗潜力,但其临床转化却受到生产产量和稳定性方面挑战的阻碍。为了克服这些问题,人们正在探索一种独特的方法,即利用细菌生产治疗化合物并将其输送到人体使用部位。这种技术的一个主要优势是可以利用基因开关实时控制体内的药物输送。然而,当这种基因开关用于控制需要翻译后修饰或对宿主有毒的药物时,其性能就会受到影响。在这项研究中,当尝试在益生菌大肠杆菌中建立一个热开关,用于生产一种核糖体合成并翻译后修饰的多肽抗生素达罗巴肽时,就遇到了这些挑战。通过开发一种热敏开关与 T7 RNA 聚合酶相结合的热敏放大器电路,克服了这些挑战。由于聚合酶的正交性,这一策略克服了宿主转录机制的限制。这种电路能够在 40 °C 的温度下产生病原体抑制水平的达罗巴肽,同时在 37 °C 的温度下保持低于检测限的泄漏率。此外,热扩增电路还能在热诱导持续时间之后维持基因表达,因此只需2小时的诱导,细菌就能产生病原体抑制水平的达罗巴肽。即使在包括胆盐和低营养水平在内的肠道生理模拟条件下,这种性能也能保持。
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引用次数: 0
High-throughput proliferation and activation of NK-92MI cell spheroids via a homemade one-step closed bioreactor in pseudostatic cultures for immunocellular therapy. 通过自制的假静态培养一步式封闭生物反应器高通量增殖和激活 NK-92MI 细胞球,用于免疫细胞疗法。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-12 DOI: 10.1186/s13036-024-00461-0
Jhih-Ni Lin, Che-Yung Kuan, Chia-Ting Chang, Zhi-Yu Chen, Wei-Ting Kuo, Jason Lin, Yu-Ying Lin, I-Hsuan Yang, Feng-Huei Lin

The NK-92MI cell line has displayed significant promise in clinical trials for cancer treatment. However, challenges persist in obtaining sufficient cell quantities and achieving optimal cytotoxicity. The proliferation of natural killer (NK) cells involves the formation of cell aggregates, but excessively large aggregates can impede nutrient and waste transport, leading to reduced cell survival rates. In this study, a custom bioreactor was designed to mimic pseudostatic culture conditions by integrating brief mechanical rotation during a 6-h static culture period. This method aimed to achieve an optimal aggregate size while improving cell viability. The findings revealed a 144-fold expansion of 3D NK-92MI cell aggregates, reaching an ideal size of 80-150 µm, significantly increasing both cell proliferation and survival rates. After 14 days of culture, the NK-92MI cells maintained their phenotype during the subsequent phase of cell activation. Moreover, these cells presented elevated levels of IFN-γ expression after IL-18 activation, resulting in enhanced NK cell-mediated cytotoxicity against K562 cells. This innovative strategy, which uses a closed suspension-based culture system, presents a promising approach for improving cell expansion and activation techniques in immunocellular therapy.

在癌症治疗的临床试验中,NK-92MI 细胞系显示出了巨大的前景。然而,在获得足够数量的细胞和实现最佳细胞毒性方面仍然存在挑战。自然杀伤(NK)细胞的增殖涉及细胞聚集体的形成,但过大的聚集体会阻碍营养物质和废物的运输,导致细胞存活率降低。本研究设计了一种定制生物反应器,通过在 6 小时静态培养期间结合短暂的机械旋转来模拟假静态培养条件。这种方法的目的是在提高细胞存活率的同时达到最佳的聚合大小。研究结果表明,三维 NK-92MI 细胞聚集体扩大了 144 倍,达到了 80-150 微米的理想尺寸,显著提高了细胞增殖率和存活率。培养 14 天后,NK-92MI 细胞在随后的细胞活化阶段保持了其表型。此外,IL-18 激活后,这些细胞的 IFN-γ 表达水平升高,从而增强了 NK 细胞介导的对 K562 细胞的细胞毒性。这种采用封闭悬浮培养系统的创新策略为改进免疫细胞疗法中的细胞扩增和活化技术提供了一种前景广阔的方法。
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引用次数: 0
Evaluating ATP testing for distribution system monitoring: comparison to HPC, impact of chlorine quenching, and hold time dependency. 评估用于配电系统监控的 ATP 测试:与 HPC 的比较、氯淬火的影响以及保持时间的依赖性。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-05 DOI: 10.1186/s13036-024-00446-z
William S Chen, Leili Abkar, Madjid Mohseni

Adenosine triphosphate (ATP) assays have a faster turnaround time and higher sensitivity than traditional cultivation methods for microbial monitoring. Challenges implementing ATP testing include incompatibility with chlorine quenching agents and hold time sensitivity, which are not well-studied. Chlorinated distribution system samples were collected from two Canadian utilities, Metro Vancouver (n = 40 samples) and Halifax Water (n = 283). No significant correlations were observed between heterotrophic cell count (HPC) and cellular ATP, suggesting these do not correlate well in waters with low biological activity (median HPC < 2 CFU/mL). However, interpretation of HPC and cATP results (based on the HPC guideline of 100 CFU/mL and cATP of 10 pg/mL) yielded the same conclusion for 95% of samples, suggesting a potential decision-making framework to replace HPC with cATP. Moreover, cATP correlates better with free chlorine (p < 0.04) compared with HPC for one of the studied systems. Importantly, adding chlorine quench (10% sodium thiosulfate) did not produce significantly different cATP results, nor did analyzing at various hold times of 4-, 6-, and 24-h. This study supports the integration of ATP testing into existing sampling procedures for water utilities, as a sensitive, fast, and reliable monitoring method.

与用于微生物监测的传统培养方法相比,三磷酸腺苷(ATP)检测具有更快的周转时间和更高的灵敏度。ATP 检测面临的挑战包括与氯淬灭剂的不兼容性和保持时间灵敏度,这些问题都没有得到很好的研究。氯化配水系统样本采集自加拿大的两家公用事业公司,分别是大温哥华水务公司(样本数=40)和哈利法克斯水务公司(样本数=283)。在异养细胞计数(HPC)和细胞 ATP 之间没有观察到明显的相关性,这表明它们在生物活性较低的水体中没有很好的相关性(中位数 HPC
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引用次数: 0
Construction of multilayered gene circuits using de-novo-designed synthetic transcriptional regulators in cell-free systems. 在无细胞系统中利用重新设计的合成转录调节因子构建多层基因回路。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-05 DOI: 10.1186/s13036-024-00459-8
Mingming Zhao, Jeongwon Kim, Jiayan Jiao, Yelin Lim, Xianai Shi, Shaobin Guo, Jongmin Kim

Background: De-novo-designed synthetic transcriptional regulators have great potential as the genetic parts for constructing complex multilayered gene circuits. The design flexibility afforded by advanced nucleic acid sequence design tools vastly expands the repertoire of regulatory elements for circuit design. In principle, the design space of synthetic regulators should allow for the construction of regulatory circuits of arbitrary complexity; still, the orthogonality and robustness of such components have not been fully elucidated, thereby limiting the depth and width of synthetic circuits.

Results: In this work, we systematically explored the design strategy of synthetic transcriptional regulators, termed switchable transcription terminators. Specifically, by redesigning key sequence domains, we created a high-performance switchable transcription terminator with a maximum fold change of 283.11 upon activation by its cognate input RNA. Further, an automated design algorithm was developed for these elements to improve orthogonality for a complex multi-layered circuit construction. The resulting orthogonal switchable transcription terminators could be used to construct a three-layer cascade circuit and a two-input three-layer OR gate.

Conclusions: We demonstrated a practical strategy for designing standardized regulatory elements and assembling modular gene circuits, ultimately laying the foundation for the streamlined construction of complex synthetic gene circuits.

背景:重新设计的合成转录调节因子作为构建复杂的多层基因回路的基因部件,具有巨大的潜力。先进的核酸序列设计工具所提供的设计灵活性极大地扩展了用于电路设计的调控元件的范围。原则上,合成调控元件的设计空间应允许构建任意复杂程度的调控电路;但这些元件的正交性和稳健性尚未完全阐明,从而限制了合成电路的深度和广度:在这项工作中,我们系统地探索了合成转录调节器(称为可切换转录终止子)的设计策略。具体来说,通过重新设计关键序列结构域,我们创造了一种高性能的可切换转录终止子,在被同源输入 RNA 激活时,其最大折叠变化为 283.11。此外,我们还为这些元件开发了一种自动设计算法,以提高复杂的多层电路结构的正交性。由此产生的正交可切换转录终止子可用于构建三层级联电路和双输入三层 OR 门:我们展示了一种设计标准化调控元件和组装模块化基因电路的实用策略,最终为简化复杂合成基因电路的构建奠定了基础。
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引用次数: 0
Biovalorization of whey waste as economic nutriment for mycogenic production of single cell oils with promising antibiofilm and anticancer potentiality. 将乳清废料作为经济营养品进行生物硼化,用于生产具有抗生物膜和抗癌潜力的单细胞油。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-11-04 DOI: 10.1186/s13036-024-00455-y
Marwa Eltarahony, Nehal El-Deeb, Marwa Abu-Serie, Hadeel El-Shall

The production of value-added bio-compounds from rejuvenated sources and their recruitment for healthcare services are paramount objectives in the agenda of white biotechnology. Hereupon, the current study focused on economic production of single cell oils (SCOs) from oleaginous fungi Alternaria sp. (A-OS) and Drechslera sp. (D-OS) using cheese whey waste stream, followed by their evaluation as antibiofilm and anticancer agents, for the first time. As a sole substrate for growth, the whey aided in lipid accumulation by 3.22 and 4.33 g/L, which representing 45.3 and 48.2% lipid content in Drechslera sp. (D-OS) and Alternaria sp. (A-OS), respectively. Meanwhile, a higher unsaturation degree was detected in A-OS by 62.18% comparing to 53.15% of D-OS, with advantageous presence of omega-6 poly unsaturated fatty acid by 22.67% and 15.04% for A-OS and D-OD, respectively, as revealed by GC-MS and FTIR characterization analysis. Interestingly, an eminent and significant (P ≤ 0.05) antibiofilm potency was observed in a dose-dependent modality upon employing both SCOs as antibiofilm agents. Whereas, 100 µg/mL of A-OS recorded superior inhibition of P. aeruginosa, S. aureus and C. albicans biofilms development by 84.10 ± 0.445, 90.37 ± 0.065 and 94.96 ± 0.21%, respectively. Whereas, D-OS (100 µg/mL) thwarted the biofilms of P. aeruginosa, S. aureus and C. albicans by 47.41 ± 2.83, 62.63 ± 5.82 and 78.67 ± 0.23%, correspondingly. Besides, the metabolic performance of cells within biofilm matrix, protein, carbohydrate contents and hydrophobicity of examined biofilms were also curtailed in a significant correlation with biofilm biomass (r ≥ 0.9). Further, as anticancer agents, D-OS recorded higher potency against A549 and CaCo-2 cell lines with IC50 values of 2.55 and 3.425% and SI values of 10.1 and 7.5, respectively. However, A-OS recorded 8.275% and 2.88 for IC50 and SI of Caco-2 cells, respectively. Additionally, A-OS activated caspase 3 by 64.23 ± 1.18% and 53.77 ± 0.995% more than D-OS (52.09 ± 0.222% and 49.72 ± 0.952%) in A549 and Caco-2 cells, respectively. Furthermore, the enzymes, which associated with cancer invasion, metastasis, and angiogenesis (i.e., MMP2 and MMP9) were strongly inhibited by A-OS with 18.58% and 8.295%, respectively as IC50 values; while D-OS results recorded 23.61% and 13.16%, respectively, which could be ascribed to the higher ω-6/ω-3 contents of A-OS. The promising results of the current study opens up the vision to employ SCOs as anti-infective nutraceuticals and in complementary/alternative therapy and prophylactic programs as well.

从再生资源中生产高附加值的生物化合物并将其用于医疗保健服务是白色生物技术议程中的首要目标。因此,目前的研究重点是利用奶酪乳清废液从含油真菌 Alternaria sp. (A-OS) 和 Drechslera sp. (D-OS) 中经济地生产单细胞油 (SCO),并首次将其作为抗生物膜和抗癌剂进行评估。作为生长的唯一底物,乳清有助于脂质的积累,Drechslera sp.(D-OS)和Alternaria sp.(A-OS)的脂质含量分别为 3.22 和 4.33 克/升和 45.3% 和 48.2%。同时,通过气相色谱-质谱(GC-MS)和傅立叶变换红外光谱(FTIR)表征分析发现,A-OS 的不饱和程度较高,为 62.18%,而 D-OS 为 53.15%;A-OS 和 D-OD 的ω-6 多不饱和脂肪酸含量较高,分别为 22.67% 和 15.04%。有趣的是,在使用这两种 SCO 作为抗生物膜剂时,观察到了显著的抗生物膜效力(P ≤ 0.05),其效力与剂量有关。其中,100 µg/mL 的 A-OS 对铜绿假单胞菌、金黄色葡萄球菌和白僵菌生物膜的抑制率分别为 84.10 ± 0.445%、90.37 ± 0.065% 和 94.96 ± 0.21%。而 D-OS(100 µg/mL)对铜绿假单胞菌、金黄色葡萄球菌和白僵菌生物膜的抑制率分别为 47.41 ± 2.83、62.63 ± 5.82 和 78.67 ± 0.23%。此外,生物膜基质内细胞的新陈代谢性能、蛋白质、碳水化合物含量和生物膜的疏水性也受到抑制,这与生物膜的生物量有显著相关性(r ≥ 0.9)。此外,作为抗癌剂,D-OS 对 A549 和 CaCo-2 细胞系具有更高的效力,IC50 值分别为 2.55% 和 3.425%,SI 值分别为 10.1% 和 7.5%。然而,A-OS 对 Caco-2 细胞的 IC50 值和 SI 值分别为 8.275% 和 2.88。此外,在 A549 细胞和 Caco-2 细胞中,A-OS 对 Caspase 3 的激活率分别为 64.23 ± 1.18% 和 53.77 ± 0.995%,高于 D-OS(52.09 ± 0.222% 和 49.72 ± 0.952%)。此外,与癌症侵袭、转移和血管生成有关的酶(即 MMP2 和 MMP9)受到 A-OS 的强烈抑制,IC50 值分别为 18.58% 和 8.295%;而 D-OS 的结果分别为 23.61% 和 13.16%,这可能是由于 A-OS 中的ω-6/ω-3 含量较高。目前的研究结果很有希望,这为将 SCOs 用作抗感染保健品、补充/替代疗法和预防方案开辟了前景。
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引用次数: 0
Integrative analysis of gene expression, protein abundance, and metabolomic profiling elucidates complex relationships in chronic hyperglycemia-induced changes in human aortic smooth muscle cells. 基因表达、蛋白质丰度和代谢组学剖析的综合分析阐明了慢性高血糖诱导人主动脉平滑肌细胞变化的复杂关系。
IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-10-29 DOI: 10.1186/s13036-024-00457-w
Smriti Bohara, Atefeh Bagheri, Elif G Ertugral, Igor Radzikh, Yana Sandlers, Peng Jiang, Chandrasekhar R Kothapalli

Type 2 diabetes mellitus (T2DM) is a major public health concern with significant cardiovascular complications (CVD). Despite extensive epidemiological data, the molecular mechanisms relating hyperglycemia to CVD remain incompletely understood. We here investigated the impact of chronic hyperglycemia on human aortic smooth muscle cells (HASMCs) cultured under varying glucose conditions in vitro, mimicking normal (5 mmol/L), pre-diabetic (10 mmol/L), and diabetic (20 mmol/L) conditions, respectively. Normal HASMC cultures served as baseline controls, and patient-derived T2DM-SMCs served as disease controls. Results showed significant increases in cellular proliferation, area, perimeter, and F-actin expression with increasing glucose concentration (p < 0.01), albeit not exceeding the levels in T2DM cells. Atomic force microscopy analysis revealed significant decreases in Young's moduli, membrane tether forces, membrane tension, and surface adhesion in SMCs at higher glucose levels (p < 0.001), with T2DM-SMCs being the lowest among all the cases (p < 0.001). T2DM-SMCs exhibited elevated levels of selected pro-inflammatory markers (e.g., ILs-6, 8, 23; MCP-1; M-CSF; MMPs-1, 2, 3) compared to glucose-treated SMCs (p < 0.01). Conversely, growth factors (e.g., VEGF-A, PDGF-AA, TGF-β1) were higher in SMCs exposed to high glucose levels but lower in T2DM-SMCs (p < 0.01). Pathway enrichment analysis showed significant increases in the expression of inflammatory cytokine-associated pathways, especially involving IL-10, IL-4 and IL-13 signaling in genes that are up-regulated by elevated glucose levels. Differentially regulated gene analysis showed that compared to SMCs receiving normal glucose, 513 genes were upregulated and 590 genes were downregulated in T2DM-SMCs; fewer genes were differentially expressed in SMCs receiving higher glucose levels. Finally, the altered levels in genes involved in ECM organization, elastic fiber synthesis and formation, laminin interactions, and ECM proteoglycans were identified. Growing literature suggests that phenotypic switching in SMCs lead to arterial wall remodeling (e.g., change in stiffness, calcific deposits formation), with direct implications in the onset of CVD complications. Our results suggest that chronic hyperglycemia is one such factor that leads to morphological, biomechanical, and functional alterations in vascular SMCs, potentially contributing to the pathogenesis of T2DM-associated arterial remodeling. The observed differences in gene expression patterns between in vitro hyperglycemic models and patient-derived T2DM-SMCs highlight the complexity of T2DM pathophysiology and underline the need for further studies.

2 型糖尿病(T2DM)是一个重大的公共卫生问题,具有严重的心血管并发症(CVD)。尽管有大量的流行病学数据,但人们对高血糖与心血管疾病相关的分子机制仍然知之甚少。我们在此研究了慢性高血糖对在体外不同葡萄糖条件下培养的人主动脉平滑肌细胞(HASMC)的影响,分别模拟了正常(5 毫摩尔/升)、糖尿病前期(10 毫摩尔/升)和糖尿病(20 毫摩尔/升)条件。正常 HASMC 培养物作为基线对照,患者衍生的 T2DM-SMC 作为疾病对照。结果显示,随着葡萄糖浓度的增加,细胞增殖、面积、周长和 F-肌动蛋白表达均明显增加(p
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引用次数: 0
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