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Identifying a Risk Signature of Methylation-Driven Genes as a Predictor of Survival Outcome for Colon Cancer Patients. 确定甲基化驱动基因的风险特征作为癌症患者生存结果的预测因子。
IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-07-01 Epub Date: 2023-10-31 DOI: 10.1007/s12010-023-04751-z
Bochao Zhao, Jingchao Wang, Guannan Sheng, Yiming Wang, Tao Yang, Kewei Meng

Aberrant expression of gene is driven by its promoter methylation and is the key molecular basis of carcinogenic processes. This study aimed at identifying a risk signature of methylation-driven (MD) genes and evaluating its prognostic value for colon cancer (CC) patients. The expression profiles of methylation and mRNA in CC samples were obtained from the TCGA database, and the MethylMix algorithm was used to identify MD genes. The relationships between their expression levels and overall survival (OS) of CC patients were analyzed, and a prognostic signature of MD genes was established. The risk score of gene signature was calculated, and the median was used to divide all patients into high (H) and low (L) risk groups. The prognostic value of gene signature was tested by the TCGA cohort and an independent validation cohort (GSE17538 dataset). In total, 69 MD genes were identified, and 7 were associated with OS of CC patients. Ultimately, 4 (TWIST1, LDOC1, EPHX3, and STC2) were screened out to establish a risk signature. The H-risk patients (>0.923) had a worse OS than L-risk patients (≤0.923) in both the TCGA (5-year cumulative survival: 52.9% vs 72.0%, P=0.005) and GSE17538 cohort (49.4% vs 69.3%, P=0.004). The AUC values of MD genes signature for the prediction of 3- and 5-year OS were 0.648 and 0.643 in the TCGA dataset and 0.634 and 0.624 in the GSE17538 dataset, respectively. The risk signature of four MD genes was identified as an independent predictor of OS for CC patients (HR for TCGA dataset: 2.071, 95% CI=1.196-3.586, P=0.009; HR for GSE17538 dataset: 2.021, 95% CI=1.290-3.166, P=0.002). The risk signature of four MD genes might be a useful prognostic tool and help doctors improve the clinical management of CC patients.

基因的异常表达是由其启动子甲基化驱动的,是致癌过程的关键分子基础。本研究旨在确定甲基化驱动(MD)基因的风险特征,并评估其对癌症(CC)患者的预后价值。从TCGA数据库中获得CC样品中甲基化和mRNA的表达谱,并使用MethylMix算法鉴定MD基因。分析了它们的表达水平与CC患者总生存期(OS)之间的关系,并建立了MD基因的预后标志。计算基因特征的风险评分,并使用中位数将所有患者分为高(H)和低(L)风险组。通过TCGA队列和独立验证队列(GSE17538数据集)测试基因特征的预后价值。总共鉴定出69个MD基因,其中7个与CC患者的OS相关。最终,筛选出4个(TWIST1、LDOC1、EPHX3和STC2),以建立风险特征。在TCGA(5年累计生存率:52.9%vs 72.0%,P=0.005)和GSE17538队列(49.4%vs 69.3%,P=0.004)中,H风险患者(>0.923)的OS比L风险患者(≤0.923)更差。预测3年和5年OS的MD基因特征的AUC值在TCGA数据集中分别为0.648和0.643,在GSE17558数据集中分别为0.634和0.624。四个MD基因的风险特征被确定为CC患者OS的独立预测因子(TCGA数据集的HR:2.071,95%CI=1.196-3.586,P=0.009;GSE17538数据集的HR:2.021,95%CI=1.290-3166,P=0.002)。四个MD的风险特征可能是一个有用的预后工具,有助于医生改善CC患者的临床管理。
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引用次数: 0
Silencing E6/E7 Oncoproteins in SiHa Cells Treated with siRNAs and Oroxylum indicum Extracts Induced Apoptosis by Upregulating p53/pRb Pathways. siRNAs和印度Oroxylum提取物处理的SiHa细胞中E6/E7癌蛋白的沉默通过上调p53/pRb途径诱导细胞凋亡。
IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-07-01 Epub Date: 2023-11-03 DOI: 10.1007/s12010-023-04762-w
Noor Nabilah Talik Sisin, Aaron Raphael Kong, Hisham Atan Edinur, Noor Izani Noor Jamil, Nor Fazila Che Mat

E6 and E7 human papillomavirus (HPV) oncoproteins play a significant role in the malignant transformation of infected cervical cancer cells via suppression of tumour suppressor pathways by targeting p53 and pRb, respectively. This study aimed to investigate the anticancer effects of Oroxylum indicum (OI) leaves' methanol extract on SiHa cervical cancer cells. Expression of apoptosis-related proteins (Bcl-2, caspase (cas)-3, and cas-9), viral oncoproteins (E6 and E7), and tumour suppressor proteins (p53 and pRb) were evaluated using western blot analysis before and after E6/E7 small interfering RNAs (siRNAs) transfection. In addition, the E6/E7 mRNA expression levels were assessed with real-time (RT)-PCR. The present study showed that the OI extract effectively hindered the proliferation of SiHa cells and instigated increments of cas-3 and cas-9 expressions but decreased the Bcl-2 expressions. The OI extract inhibited E6/E7 viral oncoproteins, leading to upregulation of p53 and pRb tumour suppressor genes in SiHa cells. Additionally, combinatorial treatment of OI extract and gossypin flavonoid induced restorations of p53 and pRb. Treatment with OI extract in siRNA-transfected cells also further suppressed E6/E7 expression levels and further upregulations of p53 and pRb proteins. In conclusion, OI extract treatment on siRNAs-transfected SiHa cells can additively and effectively block E6- and E7-dependent p53 and pRb degradations. All these data suggest that OI could be explored for its chemotherapeutic potential in cervical cancer cells with HPV-integrated genomes.

E6和E7人乳头瘤病毒(HPV)癌蛋白分别通过靶向p53和pRb抑制肿瘤抑制途径,在感染的宫颈癌症细胞的恶性转化中发挥重要作用。本研究旨在研究洋地黄叶甲醇提取物对四哈宫颈癌症细胞的抗癌作用。在E6/E7小干扰RNA(siRNA)转染前后,使用蛋白质印迹分析评估细胞凋亡相关蛋白(Bcl-2、caspase(cas)-3和cas-9)、病毒癌蛋白(E6和E7)和肿瘤抑制蛋白(p53和pRb)的表达。此外,用实时(RT)-PCR评估E6/E7mRNA的表达水平。本研究表明,OI提取物有效地阻碍了SiHa细胞的增殖,并促进了cas-3和cas-9的表达增加,但降低了Bcl-2的表达。OI提取物抑制E6/E7病毒癌蛋白,导致SiHa细胞中p53和pRb肿瘤抑制基因的上调。此外,OI提取物和棉子素类黄酮的组合处理诱导p53和pRb的修复。在siRNA转染的细胞中用OI提取物处理还进一步抑制E6/E7的表达水平并进一步上调p53和pRb蛋白。总之,对siRNA转染的SiHa细胞进行OI提取物处理可以额外有效地阻断E6和E7依赖性p53和pRb的降解。所有这些数据表明,OI可以在具有HPV整合基因组的癌症宫颈细胞中探索其化疗潜力。
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引用次数: 0
ceRNA Network Analysis Reveals Potential Key miRNAs and Target Genes in COVID-19-Related Chronic Obstructive Pulmonary Disease. ceRNA网络分析揭示了COVID-19相关慢性阻塞性肺疾病中潜在的关键miRNA和靶基因。
IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-07-01 Epub Date: 2023-11-10 DOI: 10.1007/s12010-023-04773-7
Lihai Zhang, Xiaodong Jia, Zhipeng Zhang, Tong Yu, Zhangyan Geng, Lindong Yuan

The continued spread of SARS-CoV-2 has presented unprecedented obstacles to the worldwide public health system. Especially, individuals with chronic obstructive pulmonary disease (COPD) are at a heightened risk of contracting SARS-CoV-2 infection due to their pre-existing respiratory symptoms that are not well-managed. However, the viral mechanism of affecting the expression of host genes, COPD progression, and prognosis is not clear yet.This study integrated the differential expression information of COPD patients and then calculated the correlation between mRNAs and miRNAs to construct a COPD-specific ceRNA network. The DEGs of individuals with SARS-CoV-2 infection and anticipated miRNAs and their targets were analyzed in 9 SARS-CoV-2 sequences from different geographic locations. Furthermore, combining the experimentally validated miRNAs and genes, the regulatory miRNA-mRNA relationships were identified. All the regulatory relationships were integrated into the COPD-specific network and the network modules were explored to get insight into the functional mechanism of SARS-CoV-2 infection in COPD patients.A higher proportion of DEGs compete with the same miRNA suggesting a higher expression of genes in the COPD-specific ceRNA network. Hsa-miR-21-3p is the largest connected point in the network, but the proportion of genes upregulated by hsa-miR-21-3p is low (P = 0.1406). This indicates that the regulatory relationship of competitive inhibition has little effect on has-miR-21, and the high expression pattern is a poor prognostic factor in COPD. Hsa-miR-15a-5p is the most significant miRNA with the highest proportion of DEGs. And ANXA2P3 is the only gene in the COPD ceRNA network that interferes with hsa-miR-15a-5p. In addition, we found that has-miR-1184- and has-miR-99-cored modules were significant, and genes ZDHHC18, PCGF3, and KIAA0319L interacting with them were all associated with COPD prognosis, and high expression of these genes could lead to poor prognosis in COPD.The key regulators such as miR-21, miR-15a, ANXA2P3, ZDHHC18, PCGF3, and KIAA0319L can be used as prognostic biomarkers for early intervention in COPD with SARS-CoV-2 infection.

严重急性呼吸系统综合征冠状病毒2型的持续传播给全球公共卫生系统带来了前所未有的障碍。特别是,患有慢性阻塞性肺病(COPD)的人感染严重急性呼吸系统综合征冠状病毒2型的风险更高,因为他们之前存在的呼吸道症状没有得到很好的控制。然而,病毒影响宿主基因表达、COPD进展和预后的机制尚不清楚。本研究整合了COPD患者的差异表达信息,然后计算了mRNA和miRNA之间的相关性,构建了COPD特异性的ceRNA网络。在来自不同地理位置的9个严重急性呼吸系统综合征冠状病毒2型序列中分析了严重急性呼吸系冠状病毒2型感染者的DEG和预期的miRNA及其靶标。此外,结合实验验证的miRNAs和基因,确定了调节miRNA-mRNA的关系。所有的调控关系都被整合到COPD特异性网络中,并对网络模块进行了探索,以深入了解COPD患者感染严重急性呼吸系统综合征冠状病毒2型的功能机制。更高比例的DEG与相同的miRNA竞争,这表明COPD特异性ceRNA网络中的基因表达更高。Hsa-miR-21-3p是网络中最大的连接点,但Hsa-miR-21-3p上调的基因比例较低(P = 0.1406)。这表明竞争抑制的调节关系对has-miR-21的影响很小,并且高表达模式是COPD的不良预后因素。Hsa-miR-15a-5p是DEG比例最高的最重要的miRNA。ANXA2P3是COPD ceRNA网络中唯一干扰hsa-miR-15a-5p的基因。此外,我们发现has-miR-1184-和has-miR-99-核心模块是显著的,与它们相互作用的基因ZDHHC18、PCGF3和KIAA0319L都与COPD预后相关,这些基因的高表达可能导致COPD预后不良,KIAA0319L可用作COPD合并严重急性呼吸系统综合征冠状病毒2型感染的早期干预的预后生物标志物。
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引用次数: 0
Antistress and Antiaging Potentials of Alpha-Lipoic Acid: Insights from Cell Culture-Based Experiments. 硫辛酸的抗抑郁和抗衰老潜力:细胞培养实验的启示。
IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-06-28 DOI: 10.1007/s12010-024-04994-4
Renu Wadhwa, Mangala Hegde, Huayue Zhang, Ashish Kaul, Jia Wang, Yoshiyuki Ishida, Keiji Terao, Ajaikumar B Kunnumakkara, Sunil C Kaul

Chronic stress has been linked to a large number of pathologies, including cancer, premature aging, and neurodegenerative diseases. The accumulation of molecular waste resulting from oxidative and heavy metal-induced stress has been ascribed as a major factor contributing to these diseases. With this in mind, we started by screening 13 small molecules to determine their antistress potential in heavy metal stress-exposed C6 glioblastoma and found that alpha-lipoic acid (ALA) (a natural antioxidant abundantly present in yeast, spinach, broccoli, and meat) was the most effective candidate. We then conducted molecular analyses to validate its mechanism of action. Dose-dependent toxicity assays of cells treated with two ALA enantiomers, R-ALA and S-ALA, showed that they are nontoxic and can be tolerated at relatively high doses. Cells exposed to heavy metal, heat, and oxidative stress showed better recovery when cultured in R-ALA-/S-ALA-supplemented medium, supported by reduction of reactive oxygen species (ROS), aggregated proteins, and mitochondrial and deoxyribonucleic acid (DNA) damage. Molecular analyses revealed protection against stress-induced apoptosis and induction of autophagy in R-ALA- and S-ALA-treated C6/U2OS cells. Consistent with these findings, normal human fibroblasts showed lifespan extension. Taken together, this study demonstrates that lipoic acid has antiaging and antistress potential and warrants further attention in laboratory and clinical studies.

慢性压力与许多病症有关,包括癌症、早衰和神经退行性疾病。氧化和重金属引起的应激导致的分子废物积累被认为是导致这些疾病的主要因素。有鉴于此,我们首先筛选了 13 种小分子,以确定它们在重金属应激暴露的 C6 胶质母细胞瘤中的抗应激潜力,结果发现α-硫辛酸(ALA)(一种天然抗氧化剂,大量存在于酵母、菠菜、西兰花和肉类中)是最有效的候选物质。我们随后进行了分子分析,以验证其作用机制。用两种 ALA 对映体 R-ALA 和 S-ALA 对细胞进行剂量依赖性毒性试验,结果表明它们都是无毒的,而且在相对较高的剂量下也可以耐受。在添加了 R-ALA-/S-ALA 的培养基中培养暴露于重金属、热和氧化应激的细胞时,细胞的恢复情况较好,活性氧(ROS)、聚集蛋白、线粒体和脱氧核糖核酸(DNA)损伤均有所减少。分子分析表明,R-ALA 和 S-ALA 处理的 C6/U2OS 细胞可防止应激诱导的细胞凋亡并诱导自噬。与这些发现一致,正常人成纤维细胞的寿命也得到了延长。综上所述,这项研究表明硫辛酸具有抗衰老和抗应激的潜力,值得在实验室和临床研究中进一步关注。
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引用次数: 0
Antibacterial, Antifungal, and Cytotoxic Potential of PlumbaginLoaded pH-Responsive Vaginal Nanoformulations. 加载 Plumbagin 的 pH 值响应型阴道纳米制剂的抗菌、抗真菌和细胞毒性潜力
IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-06-27 DOI: 10.1007/s12010-024-04987-3
Tamil Mani Subi, Nandhakumar Selvasudha, Sivakumar Priyadharshini, Pradeep Kumar, Rakesh Singh, Hannah Rachel Vasanthi

Plumbagin is a naphthoquinone from the roots of the Plumbago species and exhibits anticancer activity. Translational usage of plumbagin in biomedical sciences is restricted due to its poor solubility and bioavailability. Therefore, pH-responsive plumbagin-loaded vaginal nanoformulations with polylactic acid (PLA)-chitosan polymeric coat were fabricated by inotropic gelation technique. Among the four (F1, F2, F3, F4) nanoformulations prepared, F3 exhibited good interaction of polymers with plumbagin as evidenced by FTIR, XRD, and thermal analysis. The positive zeta potential (48.4 ± 5.57 mV), optimal size (694 ± 65.76 nm), low PDI (0.157), and good encapsulation efficiency (77.8 ± 3.62%) of F3 were significant. The indirect method of drug loading (58.35 ± 5.00%) confirmed the drug content of about 495.44 ± 5.00 µg of plumbagin in 1 mg of F3. The drug loading pattern was confirmed by TEM analysis, and the spherical morphology of the nanocomposite was confirmed by SEM analysis. F3 formulation showed 46% and 25.2% of drug release in 24 h in simulated vaginal fluid at pH 4.5 and 7 respectively with sustained release and hydrolyses of lactic acid from PLA. Among all the nanoformulations evaluated, nanoformulation F3 with promising physicochemical properties showed good antifungal and antibacterial activity against various fungal and bacterial strains. F3 exhibited potent cytotoxicity with an IC50 of 3.6 ± 0.12 µg/ml for HeLa and an IC50 of 0.81 ± 0.01 µg/ml for SiHa cells. Altogether, the nanoformulation F3 exhibited potent antimicrobial activity against vaginal infections and cytotoxicity against cervical cancer cell lines.

Plumbagin 是一种萘醌,产自 Plumbago 植物的根部,具有抗癌活性。由于其溶解性和生物利用度较差,Plumbagin 在生物医学领域的转化应用受到限制。因此,本研究采用等压凝胶技术制备了具有聚乳酸(PLA)-壳聚糖聚合物外衣的 pH 响应型铅蓝蛋白阴道纳米制剂。在制备的四种(F1、F2、F3、F4)纳米制剂中,F3 通过傅立叶变换红外光谱(FTIR)、X 射线衍射(XRD)和热分析证明了聚合物与昆布素良好的相互作用。F3 的正 zeta 电位(48.4 ± 5.57 mV)、最佳尺寸(694 ± 65.76 nm)、低 PDI(0.157)和良好的包封效率(77.8 ± 3.62%)均十分显著。间接载药量法(58.35 ± 5.00%)证实,1 毫克 F3 中的药物含量约为 495.44 ± 5.00 µg plumbagin。通过 TEM 分析确认了药物负载模式,通过 SEM 分析确认了纳米复合材料的球形形态。在 pH 值分别为 4.5 和 7 的模拟阴道液中,F3 制剂在 24 小时内的药物释放率分别为 46%和 25.2%,且具有持续释放和聚乳酸水解作用。在所有评估的纳米制剂中,纳米制剂 F3 具有良好的理化特性,对各种真菌和细菌菌株具有良好的抗真菌和抗细菌活性。F3 具有很强的细胞毒性,对 HeLa 细胞的 IC50 为 3.6 ± 0.12 µg/ml,对 SiHa 细胞的 IC50 为 0.81 ± 0.01 µg/ml。总之,纳米制剂 F3 对阴道感染具有强效抗菌活性,对宫颈癌细胞株具有细胞毒性。
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引用次数: 0
Integrating Experimental and Computational Analyses of Yeast Protein Profiles for Optimizing the Production of High-Quality Microbial Proteins. 整合酵母蛋白质谱的实验和计算分析,优化高质量微生物蛋白质的生产。
IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-06-26 DOI: 10.1007/s12010-024-04995-3
Lu Liu, Weihe Rong, Xiang Du, Qianqian Yuan, Zhaoyu Xu, Chang Yu, Hongzhong Lu, Yanfei Wang, Yan Zhu, Zhijia Liu, Guokun Wang

Microbial proteins represent a promising solution to address the escalating global demand for protein, particularly in regions with limited arable land. Yeasts, such as Saccharomyces cerevisiae, are robust and safe protein-producing strains. However, the utilization of non-conventional yeast strains for microbial protein production has been hindered, partly due to a lack of comprehensive understanding of protein production traits. In this study, we conducted experimental analyses focusing on the growth, protein content, and amino acid composition of nine yeast strains, including one S. cerevisiae strain, three Yarrowia lipolytica strains, and five Pichia spp. strains. We identified that, though Y. lipolytica and Pichia spp. strains consumed glucose at a slower rate compared to S. cerevisiae, Pichia spp. strains showed a higher cellular protein content, and Y. lipolytica strains showed a higher glucose-to-biomass/protein yield and methionine content. We further applied computational approaches to explain that metabolism economy was the main underlying factor for the limited amount of scarce/carbon-inefficient amino acids (such as methionine) within yeast cell proteins. We additionally verified that the specialized metabolism was a key reason for the high methionine content in Y. lipolytica strains, and proposed Y. lipolytica strain as a potential producer of high-quality single-cell protein rich in scarce amino acids. Through experimental evaluation, we identified Pichia jadinii CICC 1258 as a potential strain for high-quality protein production under unfavorable pH/temperature conditions. Our work suggests a promising avenue for optimizing microbial protein production, identifying the factors influencing amino acid composition, and paving the way for the use of unconventional yeast strains to meet the growing protein demands.

微生物蛋白质是一种很有前景的解决方案,可满足全球日益增长的蛋白质需求,尤其是在耕地有限的地区。酵母(如酿酒酵母)是稳健安全的蛋白质生产菌株。然而,利用非常规酵母菌株生产微生物蛋白质一直受到阻碍,部分原因是缺乏对蛋白质生产性状的全面了解。在本研究中,我们对九种酵母菌株的生长、蛋白质含量和氨基酸组成进行了实验分析,其中包括一种 S. cerevisiae 菌株、三种 Yarrowia lipolytica 菌株和五种 Pichia spp.我们发现,虽然与 S. cerevisiae 相比,Y. lipolytica 和 Pichia spp.菌株消耗葡萄糖的速度较慢,但 Pichia spp.菌株的细胞蛋白质含量较高,而 Y. lipolytica 菌株的葡萄糖-生物质/蛋白质产量和蛋氨酸含量较高。我们进一步应用计算方法解释了代谢经济是酵母细胞蛋白质中稀缺/碳效率氨基酸(如蛋氨酸)数量有限的主要根本原因。此外,我们还验证了特殊代谢是脂肪溶解酵母菌株蛋氨酸含量高的关键原因,并提出脂肪溶解酵母菌株是富含稀缺氨基酸的高质量单细胞蛋白质的潜在生产者。通过实验评估,我们发现 Pichia jadinii CICC 1258 是在不利的 pH 值/温度条件下生产优质蛋白质的潜在菌株。我们的工作为优化微生物蛋白质生产、确定影响氨基酸组成的因素提供了一条前景广阔的途径,并为使用非常规酵母菌株满足日益增长的蛋白质需求铺平了道路。
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引用次数: 0
Dendritic Cell-Related Immune Marker CD1C for Predicting Prognosis and Immunotherapy Opportunities of Lung Adenocarcinoma Patients. 树突状细胞相关免疫标记物 CD1C 预测肺腺癌患者的预后和免疫治疗机会
IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-06-22 DOI: 10.1007/s12010-024-04973-9
Jing Zhao, Hao Chen, Jian Sun

Lung adenocarcinoma (LUAD) is the most frequent type of lung cancer with a high mortality rate. Here, we aim to explore novel immune-related biomarkers for LUAD patients. Datasets, mRNA expression profiles, and clinical data concerned with LUAD were obtained from Gene Expression Omnibus (GEO) database and The Cancer Genome Atlas (TCGA), respectively. Differential expression analysis was performed to obtain differentially expressed genes (DEGs). Based on DEGs, we conducted functional enrichment analyses. Subsequently, Kaplan‑Meier (KM) was performed to analyze survival differences among different groups. Furthermore, immune cell infiltration proportion was calculated by CIBERSORT and TIMER. The relationship between gene and immune response was analyzed using Tumor Immune System Interactions (TISIDB) database. Finally, Pearson correlation analysis was performed between CD1C and six immune checkpoints. We identified dendritic cells (DCs)-related expression profiles from four LUAD samples. DCs' immune marker CD1C in LUAD was selected by univariate Cox regression analysis. Low CD1C expression patients had a poor prognosis. A total of 332 DEGs were identified in high and low CD1C expression groups, which primarily enriched in 348 GO terms and 30 KEGG pathways. There were significant differences in the infiltration proportion of 17 immune cells between high and low CD1C expression groups. Most immunomodulators, chemokines, and chemokine receptors were positively associated with CD1C expression. Six immune checkpoints were also positively correlated with CD1C expression. DCs related immunomarker CD1C probably plays a pivotal part in prognosis and immunotherapy of LUAD via a joint analysis of single-cell and bulk sequencing data.

肺腺癌(LUAD)是最常见的肺癌类型,死亡率很高。在此,我们旨在探索肺腺癌患者的新型免疫相关生物标志物。我们分别从基因表达总库(GEO)数据库和癌症基因组图谱(TCGA)中获得了与LUAD相关的数据集、mRNA表达谱和临床数据。通过差异表达分析获得差异表达基因(DEGs)。根据 DEGs,我们进行了功能富集分析。随后,我们采用 Kaplan-Meier (KM) 分析了不同组间的生存率差异。此外,我们还利用 CIBERSORT 和 TIMER 计算了免疫细胞浸润比例。利用肿瘤免疫系统相互作用(TISIDB)数据库分析了基因与免疫反应之间的关系。最后,对 CD1C 和六个免疫检查点进行了皮尔逊相关分析。我们从四个LUAD样本中发现了树突状细胞(DCs)相关的表达谱。通过单变量考克斯回归分析筛选出了LUAD中的树突状细胞免疫标记物CD1C。低CD1C表达的患者预后较差。在CD1C高表达组和低表达组中共发现了332个DEGs,主要富集在348个GO术语和30个KEGG通路中。高CD1C表达组和低CD1C表达组的17种免疫细胞浸润比例存在明显差异。大多数免疫调节剂、趋化因子和趋化因子受体与 CD1C 表达呈正相关。六个免疫检查点也与 CD1C 表达呈正相关。通过对单细胞和大量测序数据的联合分析,与直流细胞相关的免疫标志物CD1C可能在LUAD的预后和免疫治疗中起着关键作用。
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引用次数: 0
Optimization of Ultrasound-Assisted Deep Eutectic Solvent Extraction, Characterization, and Bioactivities of Polysaccharide from Pericarpium Citri Reticulatae. 超声辅助深共晶溶剂萃取的优化、表征及陈皮多糖的生物活性
IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-06-21 DOI: 10.1007/s12010-024-04990-8
Yao Wen, Jiawen Chen

The ultrasonic-assisted deep eutectic solvent method was used to extract the polysaccharides of Pericarpium Citri Reticulatae (PCRP), and the ultrasound-assisted DES extraction process was optimized by Box-Behnken response surface test using the extraction rate of the PCRP as an index; the in vitro activities of purified the PCRP(PCRPs-1) were investigated by determining the scavenging rate of DPPH• and ABTS•+ as well as by enzyme inhibition assay. The monosaccharide composition was analyzed by HPLC. The best process conditions for response surface optimization were a material-liquid ratio of 1:37 g/mL, water content of 44%, time of 89 min, and power of 320 W. The polysaccharide extraction rate was measured to be 5.41%, which was well optimized when compared with that of the ordinary aqueous extraction method of 3.92%. By α-glucosidase and α-amylase inhibition activity test, it showed that the PCRPs-1 had hypoglycemic activity. The DPPH radical scavenging activity test and ABTS + scavenging activity test indicated that the PCRPs-1 had good biological activity. Analysis of the monosaccharide fractions showed that the PCRPs-1 consisted of mannose, rhamnose, glucuronic acid, galacturonic acid, glucose, galactose, xylose, and arabinose, with molar ratios of 1:39.24:4.41:8.91:7.83:86.00:1.02:9.17. The activity studies showed that PCRPs-1 possessed certain hypoglycaemic and antioxidant activities.

采用超声波辅助深共晶溶剂法提取橘皮多糖,以橘皮多糖的提取率为指标,通过Box-Behnken响应面试验对超声波辅助DES提取工艺进行了优化;通过测定DPPH-和ABTS-+的清除率以及酶抑制实验,考察了纯化后的橘皮多糖(橘皮多糖-1)的体外活性。单糖组成采用高效液相色谱法进行分析。测得多糖提取率为 5.41%,与普通水提取法的 3.92%相比,优化效果较好。通过α-葡萄糖苷酶和α-淀粉酶抑制活性试验,表明 PCRPs-1 具有降血糖活性。DPPH 自由基清除活性测试和 ABTS + 清除活性测试表明 PCRPs-1 具有良好的生物活性。对单糖组分的分析表明,PCRPs-1 由甘露糖、鼠李糖、葡萄糖醛酸、半乳糖醛酸、葡萄糖、半乳糖、木糖和阿拉伯糖组成,摩尔比为 1:39.24:4.41:8.91:7.83:86.00:1.02:9.17。活性研究表明,PCRPs-1 具有一定的降血糖和抗氧化活性。
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引用次数: 0
Enhancing L-asparagine Production Through In Vivo ATP Regeneration System Utilizing Glucose Metabolism of Escherichia coli. 利用大肠杆菌的葡萄糖代谢,通过体内 ATP 再生系统提高 L-天冬酰胺的产量。
IF 3 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-06-20 DOI: 10.1007/s12010-024-04982-8
Yucheng Fan, Zijia Wei, Yuhua Zhang, Xuguo Duan

L-asparaginase synthetase, an ATP-dependent enzyme, necessitates ATP for its catalytic activity. However, the integration of L-asparaginase synthetase into industrial processes is curtailed by the prohibitive cost of ATP. To address this limitation, this study explores the construction of an efficient ATP regeneration system using the glucose metabolism of Escherichia coli, synergistically coupled with L-asparaginase synthetase catalysis. The optimal conditions for L-asparagine yield were determined in shake flasks. A total of 2.7 g/L was the highest yield achieved under specific parameters, including 0.1 mol/L of substrate, 0.2 mol/L glucose, 0.01 mol/L MgCl2 at pH 7.5, a temperature of 37 °C, and agitation at 300 r/min over 12 h. The process was then scaled to a 3-L fermenter, optimizing the addition rates of the substrate and magnesium chloride, and employing a constant glucose feed of 10 g/L/h. The scale-up process led to a significant enhancement in the production of L-asparagine. The yield of L-asparagine was increased to 38.49 g/L after 20 h of conversion, and the molar conversion rate reached 29.16%. This strategy has proven to be effective in improving the efficiency of L-asparagine production. When compared to in vitro ATP regeneration methods, this in vivo approach showcased superior efficiency and reduced costs. These findings furnish pivotal insights that may propel the enzymatic synthesis of L-asparagine toward viable industrial application.

L-天冬酰胺酶合成酶是一种依赖 ATP 的酶,其催化活性需要 ATP。然而,由于 ATP 的成本过高,L-天冬酰胺酶合成酶在工业生产过程中的应用受到限制。为解决这一局限性,本研究利用大肠杆菌的葡萄糖代谢与 L-天冬酰胺酶合成酶催化协同作用,探索构建高效的 ATP 再生系统。在摇瓶中确定了 L-天冬酰胺产量的最佳条件。在特定参数(包括 0.1 摩尔/升底物、0.2 摩尔/升葡萄糖、0.01 摩尔/升氯化镁,pH 值为 7.5,温度为 37 °C,搅拌速度为 300 r/min,持续 12 小时)下,L-天冬酰胺的最高产量为 2.7 克/升。放大工艺显著提高了 L-天冬酰胺的产量。经过 20 小时的转化,L-天冬酰胺的产量增加到 38.49 克/升,摩尔转化率达到 29.16%。事实证明,这种策略能有效提高 L-天冬酰胺的生产效率。与体外 ATP 再生方法相比,这种体内方法效率更高,成本更低。这些发现为酶法合成 L-天冬酰胺的工业应用提供了重要启示。
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引用次数: 0
Effects of various substances on the binding of keratin monomers to S. maltophilia DHHJ cells for the induction of keratinase production. 各种物质对角蛋白单体与嗜麦芽糖酵母菌 DHHJ 细胞结合以诱导角蛋白酶产生的影响。
IF 3 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-06-19 DOI: 10.1007/s12010-024-04991-7
Kai Xue, XiaoXiao Song, Wei Zhang, YunLong Zhang, ZhangJun Cao, XingQun Zhang, ZhongGe Zhang

Biodegradation effectiveness of S. maltophilia DHHJ is determined by its ability to attach to the hydrolyzed feather keratin monomers. This binding capacity can be influenced by many components in the culture medium. Keratin monomers from feathers or those produced by gene overexpression can induce keratinase production in S. maltophilia DHHJ, and several proteases lack the ability to degrade keratin fragments and cysteines. In this study, we co-incubated FITC-labelled keratin monomers with S. maltophilia DHHJ cells in the presence of BSA, DNA, ATP, and several metal ions, and measured fluorescence values and keratinase activity. BSA was found to compete with keratins for cell binding sites, resulting in less keratinase production. DNA did not interfere with cellular binding to keratins revealing unchanged keratinase level. ATP, along with metal ions, enhanced the cellular binding capacity to keratins and increased the production of keratinase by S. maltophilia DHHJ. Fragments of keratin monomers degraded by proteases reduced the ability of cells to bind to keratin and affected enzyme production. Cysteine, a characteristic amino acid of feather keratin, did not have an effect on cellular binding to keratin monomer or on keratinase production. This study will facilitate the tweaking of catalytic parameters to improve feather biodegradation by S. maltophilia DHHJ.

嗜麦芽酵母菌 DHHJ 的生物降解效果取决于其吸附水解羽毛角蛋白单体的能力。这种结合能力会受到培养基中许多成分的影响。羽毛中的角蛋白单体或基因过表达产生的角蛋白单体可诱导嗜麦芽糖酵母菌 DHHJ 产生角蛋白酶,而几种蛋白酶缺乏降解角蛋白片段和半胱氨酸的能力。在这项研究中,我们将 FITC 标记的角蛋白单体与嗜麦芽糖酵母菌 DHHJ 细胞在 BSA、DNA、ATP 和几种金属离子存在下共培养,并测量了荧光值和角蛋白酶活性。结果发现,BSA 会与角蛋白竞争细胞结合位点,从而导致角蛋白酶生成减少。DNA 不会干扰细胞与角蛋白的结合,这表明角蛋白酶水平保持不变。ATP 和金属离子增强了细胞与角蛋白的结合能力,并提高了嗜麦芽糖丝菌 DHHJ 的角蛋白酶产量。被蛋白酶降解的角蛋白单体片段降低了细胞与角蛋白结合的能力,并影响了酶的产生。半胱氨酸是羽毛角蛋白的一种特征氨基酸,但它对细胞与角蛋白单体的结合或角蛋白酶的产生没有影响。这项研究将有助于调整催化参数,改善嗜麦芽糖酵母菌 DHHJ 对羽毛的生物降解。
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引用次数: 0
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Applied Biochemistry and Biotechnology
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