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Comprehensive Analysis Reveals Potential Molecular Targets in Juvenile Dermatomyositis. 综合分析揭示青少年皮肌炎潜在的分子靶点。
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.1155/bri/1147461
Chunyan Chen, Haifa Qiao

Juvenile dermatomyositis (JDM) is a rare autoimmune disease primarily affecting children, characterized by muscle weakness and skin lesions. This study identifies 145 genes significantly associated with JDM through differential gene expression analysis, weighted gene coexpression network analysis (WGCNA), protein-protein interaction network analysis, and miRNA and transcription factor (TF) prediction, using blood and muscle microarray sequencing datasets. Functional enrichment analysis indicates that these genes are involved in crucial biological processes, including cytokine-mediated signaling, extracellular matrix organization, and immune response. Further analysis reveals key TFs (e.g., STAT1 and NFKB1) and miRNAs (e.g., hsa-miR-127-3p and hsa-miR-17-5p) that may regulate the expression of these critical genes in JDM. The findings provide new insights into the molecular mechanisms of JDM and offer potential targets for future diagnostic and therapeutic strategies.

青少年皮肌炎(JDM)是一种罕见的自身免疫性疾病,主要影响儿童,以肌肉无力和皮肤病变为特征。本研究利用血液和肌肉微阵列测序数据集,通过差异基因表达分析、加权基因共表达网络分析(WGCNA)、蛋白-蛋白相互作用网络分析以及miRNA和转录因子(TF)预测,鉴定出145个与JDM显著相关的基因。功能富集分析表明,这些基因参与关键的生物过程,包括细胞因子介导的信号传导、细胞外基质组织和免疫反应。进一步的分析揭示了关键的tf(如STAT1和NFKB1)和mirna(如hsa-miR-127-3p和hsa-miR-17-5p)可能调节JDM中这些关键基因的表达。这些发现为JDM的分子机制提供了新的见解,并为未来的诊断和治疗策略提供了潜在的靶点。
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引用次数: 0
Turning Agricultural Waste Into Enzymatic Treasure: Bromelain Stability in Pineapple Crown and Peel Waste From Subang District, Indonesia. 将农业废弃物转化为酶的宝藏:印度尼西亚苏邦地区菠萝冠和果皮废弃物中菠萝蛋白酶的稳定性。
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-27 eCollection Date: 2026-01-01 DOI: 10.1155/bri/7470038
Nyi Mekar Saptarini, Driyanti Rahayu, Danni Ramdhani, Delphine Wirawan, Virgiana Keisha Rajabi Johni Sudirman

Bromelain is one of the protease enzymes found in all parts of pineapple (Ananas comosus (L.) Merr.), including the crown and peel. This enzyme has been widely used in various fields of life, including the food industry, health, pharmaceuticals, and cosmetics. However, pineapple processing often focuses on the flesh of the fruit, leaving behind substantial agricultural waste, such as crown and peel waste. The waste is often collected and stored before being used, causing the bromelain enzyme to decrease or even dissipate. Therefore, this study aims to determine the effect of time and the condition of storage of pineapple crown and peel waste on total protein content and protease activity. The extracted bromelain was precipitated with ethanol and then dried, and total protein content and protease activity were determined. The results showed that pineapple crown and peel waste can be stored for 7 days at 29 ± 1°C and humidity of 70 ± 2% and 20 days at 4 ± 0.5°C and humidity of 40 ± 2%, respectively. The total protein content and protease activity were 169.94 ± 2.68 μg/mL and 46.35 ± 0.69 IU/mg for crown bromelain, while those for peel bromelain were 229.75 ± 15.61 μg/mL and 29.10 ± 1.98 IU/mg, respectively. In conclusion, pineapple crown waste has the potential to be developed as a source of bromelain.

菠萝蛋白酶是菠萝(Ananas comosus, L.)中所有部位都含有的一种蛋白酶。),包括王冠和果皮。这种酶已广泛应用于生活的各个领域,包括食品工业、保健、制药和化妆品。然而,菠萝的加工通常集中在果肉上,留下了大量的农业废物,如皇冠和果皮的废物。废物通常在使用前被收集和储存,导致菠萝蛋白酶酶减少甚至消散。因此,本研究旨在确定菠萝冠和果皮废料的存放时间和存放条件对总蛋白含量和蛋白酶活性的影响。提取的菠萝蛋白酶用乙醇沉淀后干燥,测定总蛋白含量和蛋白酶活性。结果表明,菠萝冠和果皮废弃物在29±1℃、湿度70±2%条件下可贮藏7 d,在4±0.5℃、湿度40±2%条件下可贮藏20 d。冠菠萝蛋白酶的总蛋白含量和蛋白酶活性分别为169.94±2.68 μg/mL和46.35±0.69 IU/mg,果皮菠萝蛋白酶的总蛋白含量和蛋白酶活性分别为229.75±15.61 μg/mL和29.10±1.98 IU/mg。综上所述,菠萝冠废弃物具有开发菠萝蛋白酶的潜力。
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引用次数: 0
Identifying Prognostic Biomarkers and Key Pathways in Renal Clear Cell Carcinoma: A Pilot Study Using Integrated miRNA and Gene Expression Analysis. 鉴别肾透明细胞癌的预后生物标志物和关键通路:一项综合miRNA和基因表达分析的初步研究。
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-26 eCollection Date: 2026-01-01 DOI: 10.1155/bri/3213941
Hamed Manoochehri, Kosar Mirzaee, Amir Taherkhani, Mahmoud Gholyaf

Background and objective: Renal clear cell carcinoma (RCCC) stands out as a prevalent and aggressive subtype of kidney cancer characterized by a challenging prognosis. The need to enhance patient outcomes in RCCC underscores the significance of identifying prognostic biomarkers and therapeutic targets. MicroRNAs (miRNAs) and the signaling pathways orchestrating RCCC pathogenesis emerge as promising candidates for such endeavors.

Methods: This study utilized publicly available gene expression data to compare miRNA profiles in nine RCCC and 11 normal kidney tissues. Rigorous bioinformatics analyses were employed to identify differentially expressed miRNAs and their associated gene targets. Prognostic significance was assessed, and a protein-protein interaction network was constructed to highlight pivotal RCCC hub genes. The expression and prognostic value of key hub genes and miRNAs were further validated in independent cohorts, including the GEO dataset GSE76351 and the TCGA-KIRC cohort via the Kaplan-Meier plotter. Expression of RUNX2 was confirmed using real-time PCR in five cancer and five normal renal tissues.

Results: Fifteen DEMs were identified alongside 74 hub genes. The downregulation of miR-26a-1-3p, miR-144-3p, and miR-144-5p was associated with a poorer prognosis in RCCC. The overexpression of CDK1 and RUNX2 was validated in an independent GEO dataset and correlated with decreased patient survival in the TCGA-KIRC cohort. Furthermore, a statistically significant but modest inverse association was observed between miR-26a-1-3p and RUNX2 expression, indicating a possible miRNA-mRNA relationship. Significant enrichment was observed in pathways related to PI3K-Akt, MAPK, apoptosis, and cell cycle. The overexpression of RUNX2 was confirmed in our patient samples (p value< 0.05).

Conclusion: This multistep validation study confirms that specific miRNAs and hub genes, particularly the miR-26a-1-3p/RUNX2 axis, are potential prognostic indicators in RCCC. A comprehensive understanding of these biomarkers and their enriched signaling pathways provides deeper insight into the molecular underpinnings of RCCC, uncovering potential therapeutic opportunities.

背景和目的:肾透明细胞癌(RCCC)作为一种普遍存在且具有侵袭性的肾癌亚型,其预后具有挑战性。提高RCCC患者预后的需要强调了确定预后生物标志物和治疗靶点的重要性。MicroRNAs (miRNAs)和调控RCCC发病机制的信号通路是这些努力的有希望的候选者。方法:本研究利用公开的基因表达数据来比较9个RCCC和11个正常肾脏组织的miRNA谱。采用严格的生物信息学分析来鉴定差异表达的mirna及其相关基因靶标。评估预后意义,并构建蛋白相互作用网络以突出关键RCCC枢纽基因。在独立队列中,包括GEO数据集GSE76351和TCGA-KIRC队列,通过Kaplan-Meier绘图仪进一步验证了关键枢纽基因和mirna的表达和预后价值。实时荧光定量PCR检测RUNX2在5个癌组织和5个正常肾组织中的表达。结果:共鉴定出15个dem和74个中心基因。miR-26a-1-3p、miR-144-3p和miR-144-5p的下调与RCCC患者预后较差相关。在独立的GEO数据集中验证了CDK1和RUNX2的过表达,并与TCGA-KIRC队列中患者生存率降低相关。此外,miR-26a-1-3p与RUNX2表达之间存在统计学上显著但适度的负相关,表明miRNA-mRNA可能存在关系。在与PI3K-Akt、MAPK、细胞凋亡和细胞周期相关的通路中观察到显著富集。结论:这项多步骤验证研究证实,特异性mirna和枢纽基因,特别是miR-26a-1-3p/RUNX2轴,是RCCC的潜在预后指标。对这些生物标志物及其丰富的信号通路的全面了解,可以更深入地了解RCCC的分子基础,揭示潜在的治疗机会。
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引用次数: 0
Gene Expression, Docking and Machine Learning in Malaria Drug Discovery: A Systematic Review. 基因表达、对接和机器学习在疟疾药物发现中的应用综述。
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-26 eCollection Date: 2026-01-01 DOI: 10.1155/bri/2724332
Reuben Samson Dangana, Israel Ehizuelen Ebhohimen, Samson Anjikwi Malgwi, Samuel Chima Ugbaja, Moses Okpeku

Background: Malaria remains a significant and worldwide health threat with increasing resistance to current treatments, stimulating the demand for innovative approaches in pursuing drug discovery. This systematic review integrates the progress made from 2014 through 2024 regarding molecular methods like gene expression profiling, molecular docking and machine learning to understand the biology of Plasmodium and identify new drug targets and compounds, focusing on herbal remedies and computational methods.

Methodology: Several studies were found using a PRISMA-guided search of PubMed, Scopus and Web of Science (64 studies found). The data extracted were gene expression outcomes, docking affinities, ML models and experimental validations (in vitro/in vivo).

Results: Molecular docking emerged as the dominant technique (32.37%), followed by in vitro antiplasmodial assays (14.39%), ADMET profiling (10.79%) and gene expression studies (3.60%). RNA-seq analysis revealed key host and parasite genes modulated by herbal treatments, including those involved in apoptosis and inflammation. Notably, compounds like isorhamnetin and myricetin 3-O-glucoside showed exceptionally high binding affinities to Plasmepsin II and Plasmodium falciparum lactate dehydrogenase (PfLDH) (ΔG < -13 kcal/mol). ML models like random forest and support vector machine (SVM) exhibited high predictive results (AUC value up to 0.87) for bioactivity and resistance patterns that showed flavonoids (quercetin) and terpenoids (eugenol) as good candidates. Pathways that are often attacked are haemoglobin degradation, glycolysis, pyrimidine metabolism and protein synthesis.

Conclusion: Multiomics, docking and ML integration improve the target identification and prioritise the compounds. This review illustrates the great potential of molecular techniques for the development of drugs against antimalarial helicases that are not resistant to drug therapy. However, in vivo data holes and methodology inconsistency limit clinical translation. Future work should include standardisation of protocols and studies of synergistic combinations of phytochemicals.

背景:疟疾仍然是一个重大的全球健康威胁,对现有治疗方法的耐药性日益增强,刺激了对创新方法的需求,以寻求药物发现。本系统综述整合了2014年至2024年在基因表达谱、分子对接和机器学习等分子方法方面的进展,以了解疟原虫的生物学并确定新的药物靶点和化合物,重点是草药和计算方法。方法:使用prism引导的PubMed, Scopus和Web of Science搜索发现了几项研究(发现了64项研究)。提取的数据包括基因表达结果、对接亲和力、ML模型和实验验证(体外/体内)。结果:分子对接技术占主导地位(32.37%),其次是体外抗疟原虫检测(14.39%)、ADMET谱分析(10.79%)和基因表达研究(3.60%)。RNA-seq分析揭示了草药治疗可调节宿主和寄生虫的关键基因,包括与细胞凋亡和炎症有关的基因。值得注意的是,异鼠李素和杨梅素3- o -葡萄糖苷等化合物与Plasmepsin II和恶性疟原虫乳酸脱氢酶(PfLDH)的结合亲和力异常高(ΔG)。结论:多组学、对接和ML整合提高了化合物的目标识别和优先排序。这一综述说明了分子技术在开发抗疟疾解旋酶药物方面的巨大潜力,这些药物对药物治疗没有耐药性。然而,体内数据漏洞和方法不一致限制了临床翻译。今后的工作应包括方案的标准化和植物化学物质协同组合的研究。
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引用次数: 0
Ligand-Based Pharmacophore Mapping and Virtual Screening for the Search of Biguanide-Like Molecules With Antidiabetic Potentials Targeting Liver Kinase B1. 基于配体的药效团定位和虚拟筛选:靶向肝激酶B1的抗糖尿病双胍类分子。
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-19 eCollection Date: 2026-01-01 DOI: 10.1155/bri/8369459
Rumman Reza, Md Nazmus Samdani, Niaz Morshed, Raihana Haque Jebin, Imtiaz Ahmed, Md Selim Reza

Type 2 diabetes mellitus (T2DM) is a state where the body's glucose metabolism is compromised. AMP-activated protein kinase, or AMPK, has an important part to play in glucose metabolism, and the liver kinase B1 (LKB1) protein functions as a major upstream kinase for AMPK activation, thereby making it appealing therapeutic targets for treating and preventing T2DM. Drug resistance cases for biguanides like metformin is a serious concern and pose great threat to treatment success for diabetic patients. Thus, the hunt for biguanide-like small molecules with enhanced insulin sensitizing potentials is necessary. In the present study, interaction between LKB1 and biguanides such as phenformin, metformin, and buformin has been thoroughly assessed using computational tools. Ligand-based pharmacophore mapping of 29,000 phytochemicals collected from NPASS database was carried out. The screening was conducted to hunt novel antidiabetic compounds targeting LKB1 pathway to improve insulin sensitivity in T2DM. Molecular docking of 31 phytochemicals with good pharmacophore fit scores was then carried out to identify hit compounds. ADMET analysis was also utilized to screen down compounds. dragmacidin D, dioncopeltine A, saussureamine C, and agelastatin D have good binding affinities and acceptable ADMET parameters. Molecular dynamics simulation was carried out to confer the stability of ligand-protein complex under simulated human body conditions. After 100 nanoseconds molecular dynamics simulation, the LKB1 protein complexed with compounds (saussureamine C and agelastatin D) was found to be stable. The results of the current study can be useful in developing antidiabetic medications with enhanced insulin sensitization activates superior to those available in market.

2型糖尿病(T2DM)是一种身体葡萄糖代谢受损的状态。amp活化的蛋白激酶(AMPK)在葡萄糖代谢中起重要作用,而肝激酶B1 (LKB1)蛋白作为AMPK活化的主要上游激酶,因此使其成为治疗和预防T2DM的有吸引力的治疗靶点。二甲双胍等双胍类药物的耐药病例是一个严重的问题,对糖尿病患者的治疗成功构成了极大的威胁。因此,寻找具有增强胰岛素致敏潜力的类双胍类小分子是必要的。在本研究中,LKB1与双胍类药物如苯双胍、二甲双胍和布双胍之间的相互作用已经使用计算工具进行了全面评估。对NPASS数据库中收集的29000种植物化学物质进行了基于配体的药效团定位。该筛选旨在寻找针对LKB1通路的新型抗糖尿病化合物,以改善T2DM患者的胰岛素敏感性。然后对具有良好药效团匹配分数的31种植物化学物质进行分子对接,以确定命中化合物。ADMET分析也用于筛选化合物。dragmacidin D、dioncopeltine A、雪莲胺C和agelastatin D具有良好的结合亲和力和可接受的ADMET参数。在模拟人体条件下,进行了分子动力学模拟,以确定配体-蛋白复合物的稳定性。经过100纳秒的分子动力学模拟,发现LKB1蛋白与化合物(雪莲胺C和agelastatin D)络合是稳定的。目前的研究结果可用于开发具有增强胰岛素致敏活性的抗糖尿病药物,优于市场上现有的药物。
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引用次数: 0
NADPH-Related Enzymes and Cancer: Facts and Insights Into the Application of Immunohistochemistry. nadph相关酶与癌症:免疫组织化学应用的事实和见解。
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-16 eCollection Date: 2026-01-01 DOI: 10.1155/bri/1853546
Camila M Scudeler, Keila Samantha da Silva, Rafaela V N Silva, Adilha M R Micheletti, Karen B Ribeiro, Juliana Reis Machado, Régia C P Lira

During tumorigenesis and metastasis, cancer cells initiate antioxidant defense mechanisms to prevent irreversible damage, thereby sustaining tumor growth. The functionality of reactive oxygen species (ROS)-scavenging proteins is dependent on nicotinamide adenine dinucleotide phosphate (NADPH), which is regulated by specific metabolic enzymes, which are described as potential biomarkers of cancer aggressiveness. Immunohistochemistry (IHC) is one of the most accessible and widely utilized techniques to augment the pathological diagnosis of cancer. Hence, this review addresses the protein expression of NADPH-related enzymes, as assessed by IHC, and their associations with human cancer progression factors (overall survival, tumor staging, metastasis, and recurrence). Studies indicate that glucose-6-phosphate dehydrogenase (G6PD), along with malic enzymes and methylenetetrahydrofolate dehydrogenase 2 (MTHFD2), represents the most pertinent enzymes examined through IHC concerning cancer aggressiveness. The immunolabeling method produced consistent results for this group of enzymes, which might lead to successful application in predicting tumor prognosis. Other NADPH-related enzymes, such as glutamate dehydrogenase (GDH), aldehyde dehydrogenase 1 (ALDH1), and dihydrofolate reductase (DHFR), deserve more extensive investigation to elucidate their potential as cancer biomarkers via IHC.

在肿瘤发生和转移过程中,癌细胞启动抗氧化防御机制以防止不可逆损伤,从而维持肿瘤生长。活性氧(ROS)清除蛋白的功能依赖于烟酰胺腺嘌呤二核苷酸磷酸(NADPH),这是由特定的代谢酶调节的,被描述为癌症侵袭性的潜在生物标志物。免疫组织化学(IHC)是最容易获得和广泛应用的技术之一,以增加癌症的病理诊断。因此,本文综述了通过免疫结构分析(IHC)评估的nadph相关酶的蛋白表达,以及它们与人类癌症进展因素(总生存期、肿瘤分期、转移和复发)的关系。研究表明,葡萄糖-6-磷酸脱氢酶(G6PD)、苹果酸酶和亚甲基四氢叶酸脱氢酶2 (MTHFD2)是通过免疫组化检测与癌症侵袭性最相关的酶。免疫标记法对该类酶的检测结果一致,有望成功应用于肿瘤预后预测。其他nadph相关酶,如谷氨酸脱氢酶(GDH)、醛脱氢酶1 (ALDH1)和二氢叶酸还原酶(DHFR),值得更广泛的研究,以阐明它们作为癌症生物标志物的潜力。
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引用次数: 0
Noncatalytic Functions Are Required for MPO and PON1 in Modulating the Involvement of Monocytes and Endothelial Cells in Atherosclerosis. 在动脉粥样硬化中,MPO和PON1调节单核细胞和内皮细胞的参与需要非催化功能。
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-15 eCollection Date: 2026-01-01 DOI: 10.1155/bri/8149388
Yong Li, Yunkai Liu, Yi Cheng

High-density lipoproteins (HDLs) are deeply implicated in atherosclerosis. HDL, myeloperoxidase (MPO), and paraoxonase-1 (PON1) form a functional ternary complex where PON1 partially inhibits the MPO activity, and MPO in turn partially inactivates PON1. The activity of MPO is dependent on the concentration of hydrogen peroxide, but the extremely low concentrations of hydrogen peroxide in serums severely constrain MPO activity. PON1 has the activities of organophosphatase, arylesterase, and thiolactonase, but these hydrolase activities are extraneous to antioxidative stress. Thus, we proposed that MPO and PON1 may be involved in atherosclerosis by acting as proteins, rather than enzyme activities. Cholesterol efflux assay, ATP-binding cassette transporter A1 (ABCA1)-dependent cholesterol efflux, and LCAT activity assay were performed. The effect of MPO, PON1, and serums from the individuals with ASCVD and healthy individuals on cholesterol efflux of human acute monocytic leukemia cell line (THP-1 cells) was compared. Noncatalytic functions of MPO and PON1 were analyzed using recombinant proteins and neutralizing antibodies. Wound healing assay and tube formation assay were used to analyze noncatalytic functions of MPO and PON1 in modulating the involvement of human umbilical vein endothelial cells (HUVECs). We found that MPO protein decreased the cholesterol efflux; by contrast, PON1 protein increased the cholesterol efflux of THP-1 cells. Importantly, MPO antibody partially restored cholesterol efflux, but PON1 antibody partially reduced cholesterol efflux of THP-1 cells. Moreover, ABCA1 was necessary for controlling the involvement of MPO and PON1 in modulating cholesterol efflux of THP-1 cells. There existed the confrontations between the noncatalytic functions of PON1 and MPO in migration of endothelial cells. Instead, MPO protein enhanced the expression of intercellular adhesion molecule-1 (ICAM-1) and E-selectin of HUVECs; nonetheless, PON1 protein reduced the expression of these adhesion molecules. Of note, PON1 protein was unable to balance out the induction of MPO protein for these adhesion molecules in that the expression of these adhesion molecules generated by the combination of MPO protein and PON1 protein was similar to that of MPO. The activation of THP-1 cells induced by MPO protein directly impaired in vitro microvascular structure via increasing the expression of IL-6 and TNFα regulated by NF-κB p65 of THP-1 cells. Together, the noncatalytic functions entail MPO and PON in modulating the involvement of monocytes and endothelial cells in atherosclerosis.

高密度脂蛋白(hdl)与动脉粥样硬化密切相关。HDL、髓过氧化物酶(MPO)和对氧磷酶-1 (PON1)形成功能性三元复合物,其中PON1部分抑制MPO活性,而MPO反过来部分失活PON1。MPO的活性取决于过氧化氢的浓度,但血清中过氧化氢的极低浓度严重限制了MPO的活性。PON1具有有机磷酸酶、芳香酯酶和硫代内酯酶的活性,但这些水解酶的活性与抗氧化胁迫无关。因此,我们提出MPO和PON1可能以蛋白质而非酶活性参与动脉粥样硬化。进行胆固醇外排测定、atp结合盒转运蛋白A1 (ABCA1)依赖性胆固醇外排测定和LCAT活性测定。比较了ASCVD患者和健康人血清MPO、PON1和THP-1对人急性单核细胞白血病(THP-1)细胞胆固醇外排的影响。利用重组蛋白和中和抗体分析了MPO和PON1的非催化功能。采用伤口愈合实验和血管形成实验分析MPO和PON1在调节人脐静脉内皮细胞(HUVECs)受损伤中的非催化功能。我们发现MPO蛋白降低了胆固醇外排;相反,PON1蛋白增加THP-1细胞的胆固醇外排。重要的是,MPO抗体部分恢复了THP-1细胞的胆固醇外排,而PON1抗体部分减少了THP-1细胞的胆固醇外排。此外,ABCA1对于控制MPO和PON1参与THP-1细胞胆固醇外排的调节是必需的。在内皮细胞迁移过程中,PON1的非催化功能与MPO存在对抗。相反,MPO蛋白增强了HUVECs细胞间粘附分子-1 (ICAM-1)和e-选择素的表达;然而,PON1蛋白降低了这些粘附分子的表达。值得注意的是,PON1蛋白无法平衡MPO蛋白对这些粘附分子的诱导作用,因为MPO蛋白与PON1蛋白结合产生的这些粘附分子的表达与MPO相似。MPO蛋白诱导THP-1细胞活化,通过增加THP-1细胞中受NF-κB p65调控的IL-6和TNFα的表达,直接破坏体外微血管结构。MPO和PON的非催化功能共同调节单核细胞和内皮细胞在动脉粥样硬化中的参与。
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引用次数: 0
Candidate Biomarkers for Crohn's Disease: Hub Genes and Regulatory miRNAs Identified by Bioinformatics Analysis. 克罗恩病的候选生物标志物:生物信息学分析鉴定的枢纽基因和调控mirna
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.1155/bri/4628067
Han Wang, Mengdie Shen

Background: Crohn's disease (CD) is a chronic, complex inflammatory condition that can affect the entire digestive tract, most commonly the terminal ileum. The exact cause of CD remains unknown. Bioinformatics was used in this study to identify the differentially expressed genes (DEGs) and microRNAs (miRNAs) that show potential as diagnostic and therapeutic agents in treating CD.

Materials and methods: Datasets were downloaded from the Gene Expression Omnibus database and filtered. DEGs between CD samples and healthy control samples were identified using the GEO2R tool (including GEOquery and Linear Models for Microarray Analysis), and Kyoto Encyclopedia of Genes and Genomes/Gene Ontology enrichment analyses were conducted as part of the study to gain deeper insights into the data. A network depicting protein-protein interactions was established and visualized using the STRING database and Cytoscape software, and hub genes were identified and extracted utilizing the cytoHubba program. Cytoscape and miRTarBase were used to construct the miRNA-hub gene regulatory network and predict the potential miRNAs associated with the DEGs. The hub genes were analyzed further using ROC curves and combined ROC curve analyses of the GSE179285, GSE186582, and GSE112366 datasets. A regularized LASSO regression model was constructed to reduce the risk of overfitting.

Results: Three datasets (GSE179285, GSE186582, and GSE112366) were selected. A comprehensive analysis of the three datasets revealed 60 DEGs that showed significantly altered expression levels, including 44 upregulated genes and 16 downregulated genes. Ten different algorithms were randomly used, and three hub genes (CXCL1, CXCL2, and CXCR2) were identified. Based on the miRNA-hub gene regulatory network, hsa-miR-1-3p and hsa-miR-335-5p were recognized as potentially vital miRNAs.

Conclusion: Three hub genes (CXCL1, CXCL2, and CXCR2) and two miRNAs (hsa-miR-1-3p and hsa-miR-335-5p) are postulated to play a role in the initiation and progression of CD, thereby offering potential as biomarkers for this condition.

背景:克罗恩病(CD)是一种慢性、复杂的炎症,可影响整个消化道,最常见的是回肠末端。乳糜泻的确切病因尚不清楚。本研究采用生物信息学方法鉴定cd诊断和治疗中具有潜力的差异表达基因(DEGs)和microRNAs (miRNAs)。材料和方法:从Gene Expression Omnibus数据库下载数据集并进行筛选。使用GEO2R工具(包括GEOquery和用于微阵列分析的线性模型)鉴定CD样本和健康对照样本之间的基因差异,并进行京都基因百科全书和基因组/基因本体富集分析,以获得更深入的数据。利用STRING数据库和Cytoscape软件建立蛋白-蛋白相互作用网络并进行可视化,利用cytoHubba程序鉴定和提取枢纽基因。利用Cytoscape和miRTarBase构建miRNA-hub基因调控网络,预测与deg相关的潜在mirna。利用GSE179285、GSE186582和GSE112366数据集的ROC曲线和联合ROC曲线分析进一步分析枢纽基因。为了降低过拟合风险,构建了正则化LASSO回归模型。结果:选择了3个数据集GSE179285、GSE186582和GSE112366。对三个数据集的综合分析显示,60个基因的表达水平显著改变,其中包括44个上调基因和16个下调基因。随机使用10种不同的算法,鉴定出3个中心基因(CXCL1、CXCL2和CXCR2)。基于miRNA-hub基因调控网络,hsa-miR-1-3p和hsa-miR-335-5p被认为是潜在的重要mirna。结论:三个中心基因(CXCL1、CXCL2和CXCR2)和两个mirna (hsa-miR-1-3p和hsa-miR-335-5p)被认为在CD的发生和进展中发挥作用,因此有可能作为这种疾病的生物标志物。
{"title":"Candidate Biomarkers for Crohn's Disease: Hub Genes and Regulatory miRNAs Identified by Bioinformatics Analysis.","authors":"Han Wang, Mengdie Shen","doi":"10.1155/bri/4628067","DOIUrl":"10.1155/bri/4628067","url":null,"abstract":"<p><strong>Background: </strong>Crohn's disease (CD) is a chronic, complex inflammatory condition that can affect the entire digestive tract, most commonly the terminal ileum. The exact cause of CD remains unknown. Bioinformatics was used in this study to identify the differentially expressed genes (DEGs) and microRNAs (miRNAs) that show potential as diagnostic and therapeutic agents in treating CD.</p><p><strong>Materials and methods: </strong>Datasets were downloaded from the Gene Expression Omnibus database and filtered. DEGs between CD samples and healthy control samples were identified using the GEO2R tool (including GEOquery and Linear Models for Microarray Analysis), and Kyoto Encyclopedia of Genes and Genomes/Gene Ontology enrichment analyses were conducted as part of the study to gain deeper insights into the data. A network depicting protein-protein interactions was established and visualized using the STRING database and Cytoscape software, and hub genes were identified and extracted utilizing the cytoHubba program. Cytoscape and miRTarBase were used to construct the miRNA-hub gene regulatory network and predict the potential miRNAs associated with the DEGs. The hub genes were analyzed further using ROC curves and combined ROC curve analyses of the GSE179285, GSE186582, and GSE112366 datasets. A regularized LASSO regression model was constructed to reduce the risk of overfitting.</p><p><strong>Results: </strong>Three datasets (GSE179285, GSE186582, and GSE112366) were selected. A comprehensive analysis of the three datasets revealed 60 DEGs that showed significantly altered expression levels, including 44 upregulated genes and 16 downregulated genes. Ten different algorithms were randomly used, and three hub genes (<i>CXCL1</i>, <i>CXCL2</i>, and <i>CXCR2</i>) were identified. Based on the miRNA-hub gene regulatory network, hsa-miR-1-3p and hsa-miR-335-5p were recognized as potentially vital miRNAs.</p><p><strong>Conclusion: </strong>Three hub genes (<i>CXCL1</i>, <i>CXCL2</i>, and <i>CXCR2</i>) and two miRNAs (hsa-miR-1-3p and hsa-miR-335-5p) are postulated to play a role in the initiation and progression of CD, thereby offering potential as biomarkers for this condition.</p>","PeriodicalId":8826,"journal":{"name":"Biochemistry Research International","volume":"2026 ","pages":"4628067"},"PeriodicalIF":3.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12874192/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146140883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prognostic Biomarkers for Predicting Decompensation in Alcoholic and Nonalcoholic Patients With Compensated Cirrhosis: An Umbrella Review. 预测酒精和非酒精患者代偿性肝硬化失代偿的预后生物标志物:综述
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-02 eCollection Date: 2026-01-01 DOI: 10.1155/bri/9919068
Kristina Baktikulova, Saulesh Kurmangaliyeva, Amin Tamadon, Kairat Kurmangaliyev, Nadiar M Mussin, Ramazon Safarzoda Sharoffidin

Introduction: Compensated cirrhosis carries a significant risk of progression to decompensation, which substantially worsens prognosis. Accurate prediction of decompensation events is critical for guiding surveillance, optimizing intervention timing, and improving patient outcomes. Although many prognostic biomarkers have been studied, findings remain heterogeneous. This umbrella review synthesizes evidence from systematic reviews and meta-analyses to identify and appraise biomarkers predicting decompensation in alcoholic and nonalcoholic compensated cirrhosis.

Methods: PubMed, Scopus, and Web of Science were searched to August 15, 2025, for English-language systematic reviews and meta-analyses. From the included meta-analyses, prognostic performance, heterogeneity, and publication bias were recorded.

Results: Four systematic reviews were included, two with meta-analyses. Strong predictors across reviews were serum albumin, INR, bilirubin, platelet count, and liver stiffness measurement. HVPG remained a robust invasive predictor, while emerging biomarkers-interleukin-6, keratin-18, and extracellular vesicles-were associated with an increased risk of decompensation, although the certainty of evidence was limited by heterogeneity and methodological constraints. Composite scores enhanced predictive accuracy. AMSTAR 2 ratings ranged from high to low, with common reporting limitations. Overlap analysis indicated moderate redundancy among primary studies.

Conclusions: Both established and emerging biomarkers predict decompensation in compensated cirrhosis. Integrated multidomain models combining clinical, biochemical, and imaging-derived measures may provide the greatest predictive value for guiding clinical decision-making.

代偿性肝硬化有发展为代偿失代偿的显著风险,这大大恶化了预后。准确预测失代偿事件对于指导监测、优化干预时机和改善患者预后至关重要。尽管已经研究了许多预后生物标志物,但研究结果仍然不一致。本综述综合了来自系统综述和荟萃分析的证据,以识别和评估预测酒精性和非酒精性代偿性肝硬化失代偿的生物标志物。方法:检索PubMed、Scopus和Web of Science至2025年8月15日的英文系统评价和meta分析。从纳入的荟萃分析中,记录预后表现、异质性和发表偏倚。结果:纳入4个系统综述,2个荟萃分析。在所有综述中,强有力的预测因子是血清白蛋白、INR、胆红素、血小板计数和肝脏硬度测量。HVPG仍然是一个强大的侵袭性预测因子,而新出现的生物标志物-白细胞介素-6、角蛋白-18和细胞外囊泡-与代偿失代偿风险增加有关,尽管证据的确定性受到异质性和方法约束的限制。综合分数提高了预测的准确性。AMSTAR 2评级从高到低不等,有常见的报告限制。重叠分析显示初级研究之间存在适度的冗余。结论:已建立的和新出现的生物标志物均可预测代偿性肝硬化的失代偿。综合多领域模型结合临床,生化和影像衍生的措施可能为指导临床决策提供最大的预测价值。
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引用次数: 0
Whey as an Environmental Issue and Its Possible Solutions: Its Utilization as Culture Medium to Produce L-Threonine Through E. coli in a Bioreactor. 乳清作为环境问题及其可能的解决方案:在生物反应器中利用乳清作为培养基通过大肠杆菌生产l -苏氨酸。
IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.1155/bri/3996383
Sara Pineda Vélez, Yudy Natalia Cortés Velásquez, Claudia Patricia Sánchez Henao, Jhon Fredy Vélez Blandón

Whey, a by-product of the cheese manufacturing industry, represents one of the most abundant and polluting effluents in the global food industry. Despite traditionally being underutilized and often discarded, its rich nutrient profile, particularly protein and lactose, has increasingly sparked an interest in its value within biotechnological processes. This review analyses the potential of whey as a sustainable substrate for the microbial production of value-added bioproducts, focussing on L-threonine production as a strategic case study, while addressing the environmental impact of inadequate disposal and current utilization strategies. A comparative analysis with other agroindustrial waste demonstrates whey's competitive advantages in terms of composition, cost-effectiveness and sustainability metrics. Furthermore, L-threonine biological and industrial importance, and the most relevant advances in metabolic engineering, optimized fermentation and emerging tools such as optogenetics and machine learning are discussed, as they facilitate enhanced L-threonine yields through the creation of robust, high-producing strains. Technoeconomic analysis at pilot scale (33.8 tons/year) indicates that whey-based production offers a comparative cost advantage of 7.4% over glucose-based processes (20.55 USD/kg vs. 22.20 USD/kg). While absolute costs at pilot scale exceed current industrial market prices (1.31-1.66 USD/kg)-reflecting typical scale effects-the demonstrated comparative advantage and substantial environmental benefits (waste valorization, elimination of disposal costs and circular economy alignment) position whey-based L-threonine production as a strategic biorefinery opportunity with significant potential for industrial-scale implementation. This cost benefit is primarily driven by the lower market price of whey compared to commercial glucose substrates, which compensates for the slightly higher downstream processing costs (5.90 vs. 5.40 USD/kg) required for complex matrices. Downstream processing considerations, including recovery, purity requirements and economic viability, are comprehensively addressed. This review concludes that whey, far from being merely a pollutant, has the characteristics required to become an asset for biotechnology. Utilizing whey as a culture medium for L-threonine production by E. coli in bioreactors not only offers a solution to mitigate a significant environmental issue but also opens a path for the cost-effective, sustainable production of a globally high-demand amino acid. Whey represents a strategic biorefinery platform with potential for industrial-scale implementation. Continued research and development in this area are fundamental to fully realizing this potential.

乳清是奶酪制造业的副产品,是全球食品工业中最丰富、污染最严重的废水之一。尽管传统上未得到充分利用,而且经常被丢弃,但其丰富的营养成分,特别是蛋白质和乳糖,已日益引起人们对其在生物技术过程中的价值的兴趣。本文分析了乳清作为微生物生产增值生物产品的可持续底物的潜力,重点介绍了l -苏氨酸生产作为一个战略案例研究,同时解决了处置不当和当前利用策略对环境的影响。与其他农业工业废物的比较分析表明,乳清在成分、成本效益和可持续性指标方面具有竞争优势。此外,还讨论了l -苏氨酸的生物学和工业重要性,以及代谢工程、优化发酵和新兴工具(如光遗传学和机器学习)的最相关进展,因为它们通过创建健壮的高产菌株来促进l -苏氨酸产量的提高。中试规模(33.8吨/年)的技术经济分析表明,以乳清为基础的生产比以葡萄糖为基础的生产具有7.4%的相对成本优势(20.55美元/公斤对22.20美元/公斤)。虽然中试规模的绝对成本超过了目前的工业市场价格(1.31-1.66美元/公斤),反映了典型的规模效应,但其表现出的比较优势和可观的环境效益(废物增值、消除处置成本和循环经济)使乳清基l-苏氨酸生产成为具有工业规模实施潜力的战略性生物炼制机会。这种成本效益主要是由于与商业葡萄糖底物相比,乳清的市场价格较低,这弥补了复杂基质所需的略高的下游加工成本(5.90美元/公斤对5.40美元/公斤)。下游处理考虑,包括回收,纯度要求和经济可行性,全面解决。这篇综述的结论是,乳清不仅是一种污染物,而且具有成为生物技术资产所需的特征。利用乳清作为大肠杆菌在生物反应器中生产l -苏氨酸的培养基,不仅为缓解严重的环境问题提供了解决方案,而且为具有成本效益、可持续生产全球高需求氨基酸开辟了道路。乳清代表了一个具有工业规模实施潜力的战略性生物炼制平台。在这一领域的持续研究和发展是充分实现这一潜力的基础。
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引用次数: 0
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Biochemistry Research International
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