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The value of lymphocyte-to-C-reactive protein ratio for predicting clinical outcomes in patients with sepsis in intensive care unit: a retrospective single-center study 淋巴细胞-C 反应蛋白比值对重症监护病房脓毒症患者临床预后的预测价值:一项回顾性单中心研究
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-13 DOI: 10.3389/fmolb.2024.1429372
Chao Song, Zhenkui Hu, Jinhui Zhang
BackgroundThe lymphocyte-to-C-reactive protein ratio (LCR) was a novel biomarker of inflammation that had been implicated in various diseases. Nevertheless, the role of LCR in the context of sepsis patients admitted to the Intensive Care Unit (ICU) had not been thoroughly elucidated. This study aimed to determine the significance of the LCR in predicting the prognosis of sepsis patients within ICU.MethodsA sample of sepsis patients requiring ICU care was selected from the Affiliated Hospital of Jiangsu University. These patients were then segmented into four quartiles based on their LCR levels. The primary endpoint of the study was 30-day mortality and the secondary endpoint was the occurrence of Acute Kidney Injury (AKI). Survival analysis, via the Kaplan-Meier method and log-rank test, was conducted to assess survival rates. Cox proportional hazards regression and logistic regression models were employed to investigate the association between LCR and clinical outcomes. Additional subgroup analyses were conducted to evaluate the influence of other confounding factors on the relationship between LCR and patient outcomes.ResultsA total of 1,123 patients were enrolled in this study, with a median age of 75 (65–84) years, and 707 (63.0%) of them were male. The 30-day mortality rate was 28.1%, while the incidence of AKI was 45.6%. A progressive decrease in LCR levels was found to be associated with an increased cumulative incidence of 30-day mortality (log-rank P < 0.001). Multivariable Cox proportional hazards analyses demonstrated that LCR was an independent predictor of 30-day mortality [per 1-unit increase in LCR: HR (95%CI): 0.370 (0.142–0.963); P = 0.042]. Additionally, multivariable logistic regression analysis revealed a significant association between LCR and AKI occurrence [per 1-unit increase in LCR: OR (95%CI): 0.541 (0.307–0.953); P = 0.034]. Furthermore, subgroup analysis indicated a stronger correlation for patients aged over 65 years compared to those aged 65 or younger (p for interaction <0.05) in predicting 30-day mortality or AKI occurrence based on LCR.ConclusionA reduction in LCR was notably linked to 30-day mortality and the occurrence of AKI in sepsis patients. These findings suggested that LCR could potentially serve as a valuable tool in identifying sepsis patients at a heightened risk of adverse outcomes.
背景淋巴细胞与C反应蛋白比值(LCR)是一种新型的炎症生物标志物,与多种疾病有关。然而,LCR 在重症监护病房(ICU)脓毒症患者中的作用尚未得到彻底阐明。本研究旨在确定 LCR 在预测 ICU 败血症患者预后方面的意义。然后根据患者的 LCR 水平将其分为四等分。研究的主要终点是 30 天死亡率,次要终点是急性肾损伤(AKI)的发生率。通过卡普兰-梅耶法和对数秩检验进行生存分析,以评估生存率。采用 Cox 比例危险回归和逻辑回归模型来研究 LCR 与临床结果之间的关系。另外还进行了亚组分析,以评估其他混杂因素对 LCR 与患者预后之间关系的影响。30天死亡率为28.1%,而AKI发生率为45.6%。研究发现,LCR水平的逐渐降低与30天死亡率累积发生率的增加有关(对数秩P < 0.001)。多变量 Cox 比例危险度分析表明,LCR 是 30 天死亡率的独立预测因子[LCR 每增加 1 个单位:HR (95%CI):0.370 (0.142-0.963);P = 0.042]。此外,多变量逻辑回归分析显示 LCR 与 AKI 发生率之间存在显著关联[LCR 每增加 1 个单位:OR (95%CI):0.541 (0.307-0.953);P = 0.034]。此外,亚组分析表明,与 65 岁或以下的患者相比,65 岁以上的患者在根据 LCR 预测 30 天死亡率或 AKI 发生率方面具有更强的相关性(交互作用 <0.05 的 P)。这些研究结果表明,LCR 有可能成为识别脓毒症患者不良预后高风险的重要工具。
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引用次数: 0
Identification and mechanistic analysis of neurovascular coupling related biomarkers for diabetic macular edema 糖尿病黄斑水肿的神经血管耦合相关生物标记物的鉴定和机理分析
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-13 DOI: 10.3389/fmolb.2024.1332842
Tianpeng Chen, Shufan Sheng, Jing Chen, Xiaole Wang, Yanxing Shang, Chengwei Duan, Caixia Liang, Yu Song, Dongmei Zhang
IntroductionDiabetic macular edema (DME) is a major cause of vision loss in the sick with diabetic retinopathy. The occurrence of DME is closely related to the breakdown of neurovascular coupling; however, its underlying mechanism has not been fully elucidated. The aim of this study was to investigate the diagnostic biomarkers and potential molecular mechanisms associated with neurovascular coupling in DME.MethodsThe differential expression analysis, STEM, and WGCNA were performed from GSE160306 to identify hub genes. The gene expression was validated by RT-qPCR. The relevant mechanisms of action were investigated through GO, KEGG, and GSEA analyses, as well as co-expression networks. Additionally, the LASSO regression analysis and a nomogram were used to demonstrate the diagnostic effectiveness of the model. Finally, the GenDoma platform was utilized to identify drugs with potential therapeutic effects on DME.ResultsNeurotrophic factor receptor (NGFR) was identified as a hub gene related to neurovascular coupling and DME. The expression of NGFR was verified by RT-qPCR in vitro cells. GSEA analysis indicated that high expression of NGFR may affect immunity and inflammatory pathway, thereby regulating neurovascular coupling and mediating the development of DME. The NGFR co-expression network was constructed, which exhibited the correlation with the neurotrophin signaling pathway. Moreover, a diagnostic model for DME based on NGFR and PREX1 demonstrated relatively good diagnostic performance using LASSO regression analysis and the nomogram. And then the GenDoma platform identified drugs with potential therapeutic effects on DME.ConclusionThe high expression of NGFR may lead to abnormal neurovascular coupling and participate in the occurrence of DME by regulating the immunity, inflammatory and neurotrophin signaling pathway. Detection of NGFR and related expression genes may be beneficial for monitoring the occurrence and development of DME.
导言糖尿病黄斑水肿(DME)是糖尿病视网膜病变患者视力丧失的主要原因。DME 的发生与神经血管耦合的破坏密切相关,但其潜在机制尚未完全阐明。本研究旨在探讨与 DME 神经血管耦合相关的诊断性生物标志物和潜在的分子机制。方法从 GSE160306 中进行差异表达分析、STEM 和 WGCNA,以确定枢纽基因。通过 RT-qPCR 验证了基因的表达。通过 GO、KEGG 和 GSEA 分析以及共表达网络,研究了相关的作用机制。此外,还使用了 LASSO 回归分析和提名图来证明模型的诊断效果。结果神经营养因子受体(NGFR)被确定为与神经血管耦合和 DME 相关的枢纽基因。通过 RT-qPCR 验证了 NGFR 在体外细胞中的表达。GSEA分析表明,NGFR的高表达可能会影响免疫和炎症通路,从而调节神经血管耦合并介导DME的发生。构建的NGFR共表达网络显示了其与神经营养素信号通路的相关性。此外,利用LASSO回归分析和提名图,基于NGFR和PREX1的DME诊断模型显示出了相对较好的诊断性能。结论 NGFR的高表达可能导致神经血管耦合异常,并通过调节免疫、炎症和神经营养素信号通路参与DME的发生。检测NGFR及相关表达基因可能有助于监测DME的发生和发展。
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引用次数: 0
Identification of ATRNL1 and WNT9A as novel key genes and drug candidates in hypertrophic cardiomyopathy: integrative bioinformatics and experimental validation 将 ATRNL1 和 WNT9A 鉴定为肥厚型心肌病的新型关键基因和候选药物:综合生物信息学和实验验证
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-12 DOI: 10.3389/fmolb.2024.1458434
Huabin He, Yanhui Liao, Yang Chen, Hao Qin, Longlong Hu, Shucai Xiao, Huijian Wang, Renqiang Yang
BackgroundHypertrophic cardiomyopathy (HCM) is a genetic disorder characterized by left ventricular hypertrophy that can lead to heart failure, arrhythmias, and sudden cardiac death. Despite extensive research, the molecular mechanisms underlying HCM are not fully understood, and effective treatments remain limited. By leveraging bioinformatics and experimental validation, this study aims to identify key genes and pathways involved in HCM, uncover novel drug candidates, and provide new insights into its pathogenesis and potential therapeutic strategies.MethodsCommonly upregulated and downregulated genes in hypertrophic cardiomyopathy (HCM) were identified using Gene Expression Omnibus (GEO) datasets, including three mRNA profiling datasets and one miRNA expression dataset. Enrichment analysis and hub-gene exploration were performed using interaction networks and consistent miRNA-mRNA matches. Potential drugs for HCM were screened. HCM cellular and animal models were established using isoproterenol. Key unstudied differentially expressed genes (DEGs) were validated. Animals were treated with novel potential drugs, and improvements in HCM were assessed via ultrasound metrics. Hematoxylin and eosin (H&amp;E) staining was used to assess myocardial fibrosis. Immunohistochemistry was employed to detect DEGs in cellular experiments.ResultWe discovered 145 key upregulated and 149 downregulated DEGs associated with HCM development, among which there are eight core upregulated and seven core downregulated genes. There are 30 upregulated and six downregulated miRNAs. Between the six downregulated miRNAs and 1291 matched miRNAs (against eight core upregulated DEGs), there is one common miRNA, miR-1469. Using the CTD database, drugs that impact the expression/abundance/methylation/metabolic process of core DEGs (after the exclusion of toxic drugs) included acetaminophen, propylthiouracil, methapyrilene, triptolide, tretinoin, etc. In the HCM cell model, only ATRNL1 and WNT9A were significantly increased. In the HCM animal model, propylthiouracil, miR-1469, and triptolide demonstrated varying degrees of therapeutic effects on HCM. Propylthiouracil, but not miR-1469 or triptolide, significantly inhibited the expression of ATRNL1 in the HCM model, and all three drugs suppressed WNT9A expression.ConclusionWe identified several novel genes in HCM development, among which ATRNL1 and WNT9A were validated by cell and animal models. A deficiency of hsa-miR-1469 may be a mechanism behind HCM development. Novel medications for HCM treatment include propylthiouracil and triptolide.
背景肥厚性心肌病(HCM)是一种以左心室肥大为特征的遗传性疾病,可导致心力衰竭、心律失常和心脏性猝死。尽管进行了广泛的研究,但人们对肥厚性心肌病的分子机制仍不完全了解,有效的治疗方法仍然有限。通过利用生物信息学和实验验证,本研究旨在确定肥厚型心肌病(HCM)中涉及的关键基因和通路,发现新型候选药物,并为其发病机制和潜在治疗策略提供新见解。方法利用基因表达总库(GEO)数据集(包括三个 mRNA 图谱数据集和一个 miRNA 表达数据集)确定肥厚型心肌病(HCM)中常见的上调和下调基因。利用相互作用网络和一致的 miRNA-mRNA 匹配进行了富集分析和中心基因探索。筛选出治疗 HCM 的潜在药物。使用异丙肾上腺素建立了 HCM 细胞和动物模型。验证了关键的未研究差异表达基因(DEG)。用新型潜在药物治疗动物,并通过超声指标评估 HCM 的改善情况。血红素和伊红(H&amp;E)染色用于评估心肌纤维化。结果我们发现了 145 个与 HCM 发展相关的关键上调 DEGs 和 149 个下调 DEGs,其中有 8 个核心上调基因和 7 个核心下调基因。上调的 miRNA 有 30 个,下调的 miRNA 有 6 个。在 6 个下调的 miRNA 和 1291 个匹配的 miRNA(针对 8 个核心上调 DEGs)之间,有一个共同的 miRNA,即 miR-1469。利用 CTD 数据库,影响核心 DEGs 表达/丰度/甲基化/代谢过程的药物(排除毒性药物后)包括对乙酰氨基酚、丙基硫脲嘧啶、甲嘧啶、曲普利特、维甲酸等。在 HCM 细胞模型中,只有 ATRNL1 和 WNT9A 显著增加。在 HCM 动物模型中,丙基硫氧嘧啶、miR-1469 和曲普内酯对 HCM 有不同程度的治疗效果。丙基硫氧嘧啶能显著抑制 HCM 模型中 ATRNL1 的表达,而 miR-1469 和曲普内酯则不能,这三种药物都能抑制 WNT9A 的表达。hsa-miR-1469的缺乏可能是HCM发病的一个机制。治疗 HCM 的新型药物包括丙基硫脲嘧啶和曲普特内酯。
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引用次数: 0
Editorial: Lessons from external quality control in laboratory medicine: important implications for public health! 社论:实验室医学外部质量控制的经验教训:对公共卫生的重要影响!
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-12 eCollection Date: 2024-01-01 DOI: 10.3389/fmolb.2024.1485193
Nathalie Weiss, Ingo Schellenberg, Klaus-Peter Hunfeld
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引用次数: 0
Copper metabolism in osteoarthritis and its relation to oxidative stress and ferroptosis in chondrocytes 骨关节炎中的铜代谢及其与氧化应激和软骨细胞中的铁蛋白沉积的关系
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-11 DOI: 10.3389/fmolb.2024.1472492
Qingyuan Yu, Yanan Xiao, Mengqi Guan, Xianshuai Zhang, Jianan Yu, Mingze Han, Zhenhua Li
Ferroptosis, an iron-ion-dependent process of lipid peroxidation, damages the plasma membrane, leading to non-programmed cell death. Osteoarthritis (OA), a prevalent chronic degenerative joint disease among middle-aged and older adults, is characterized by chondrocyte damage or loss. Emerging evidence indicates that chondrocyte ferroptosis plays a role in OA development. However, most research has concentrated on ferroptosis regulation involving typical iron ions, potentially neglecting the significance of elevated copper ions in both serum and joint fluid of patients with OA. This review aims to fill this gap by systematically examining the interplay between copper metabolism, oxidative stress, ferroptosis, and copper-associated cell death in OA. It will provide a comprehensive overview of copper ions’ role in regulating ferroptosis and their dual role in OA. This approach seeks to offer new insights for further research, prevention, and treatment of OA.
铁变态反应是一种依赖铁离子的脂质过氧化过程,会破坏质膜,导致细胞非程序性死亡。骨关节炎(OA)是中老年人中普遍存在的一种慢性退行性关节疾病,其特点是软骨细胞受损或丧失。新近的证据表明,软骨细胞铁蛋白沉积在 OA 的发展过程中起着一定的作用。然而,大多数研究都集中于涉及典型铁离子的铁变态反应调节,可能忽视了 OA 患者血清和关节液中铜离子升高的重要性。本综述旨在通过系统研究 OA 中铜代谢、氧化应激、铁变态反应和铜相关细胞死亡之间的相互作用来填补这一空白。它将全面概述铜离子在调节铁变态反应中的作用及其在 OA 中的双重作用。这种方法旨在为进一步研究、预防和治疗 OA 提供新的见解。
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引用次数: 0
Label-free quantitative proteomic profiling reveals differential plasma protein expression in patients with obesity after treatment with liraglutide 无标记定量蛋白质组分析揭示了利拉鲁肽治疗后肥胖症患者血浆蛋白质表达的差异
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-11 DOI: 10.3389/fmolb.2024.1458675
Afshan Masood, Hicham Benabdelkamel, Salini Scaria Joy, Abdulaziz Alhossan, Bashayr Alsuwayni, Ghalia Abdeen, Madhawi Aldhwayan, Nora A. Alfadda, Alexander Dimitri Miras, Assim A. Alfadda
IntroductionTreatment and management of obesity is clinically challenging. The inclusion of GLP-1 receptor agonists (GLP1RA) in the medical management of obesity has proven to be efficacious. However, mechanisms underlying the molecular changes arising from GLP1RA treatment in patients with obesity remain to be elucidated.MethodsA single-center, prospective study was undertaken to evaluate the changes in the plasma proteins after liraglutide 3 mg therapy in twenty patients (M/F: 7/13) with obesity (mean BMI 40.65 ± 3.7 kg/m2). Anthropometric and laboratory parameters were measured, and blood samples were collected at two time points: baseline, before initiating treatment (pretreatment group, PT), and after three months of receiving the full dose liraglutide 3 mg (posttreatment group, PoT). An untargeted label-free LC MSMS mass spectrometric approach combined with bioinformatics and network pathway analysis was used to determine changes in the proteomic profiles.ResultsThe mean age of the study participants was 36.0 ± 11.1 years. A statistically significant change was observed in weight, BMI and HbA1c levels between the PT and PoT groups (paired t-test, P &lt; 0.001). A significant dysregulation was noted in the abundances of 151 proteins (31 up and 120 downregulated) between the two groups. The potential biomarkers were evaluated using receiver operating characteristic (ROC) curves. The top ten proteins (area under the curve (AUC) of 0.999 (95% CI)) were identified as potential biomarkers between PT and PoT groups and included Cystatin-B, major vault protein, and plastin-3, which were upregulated, whereas multimerin-2, large ribosomal P2, and proline–rich acidic protein 1 were downregulated in the PoT group compared with the PT group. The top network pathway identified using ingenuity pathway analysis (IPA), centered around dysregulation of MAPK, AKT, and PKc signaling pathways and related to cell-to-cell signaling and interaction, cellular assembly and organization, cellular compromise and a score of 46 with 25 focus proteins.DiscussionThrough label-free quantitative proteomic analysis, our study revealed significant dysregulation of plasma proteins after liraglutide 3 mg treatment in patients with obesity. The alterations in the proteomic profile between the PT and PoT groups demonstrated a decrease in levels of proteins involved in inflammation and oxidative stress pathways. On the other hand proteins involved in the glycolytic and lipolytic metabolic pathways as well as those participating in cytoskeletal and endothelial reorganization were observed to be increased. Understanding actions of liraglutide at a molecular and proteomic levels provides a holistic look into how liraglutide impacts metabolism, induces weight loss and improves overall metabolic health.
导言肥胖症的治疗和管理在临床上具有挑战性。将 GLP-1 受体激动剂(GLP1RA)纳入肥胖症的医疗管理已被证明是有效的。方法:对 20 名肥胖症患者(男/女:7/13)(平均体重指数为 40.65 ± 3.7 kg/m2)进行了一项单中心前瞻性研究,以评估利拉鲁肽 3 mg 治疗后血浆蛋白的变化。测量了人体测量和实验室参数,并在两个时间点采集了血液样本:开始治疗前的基线(治疗前组,PT)和接受全剂量利拉鲁肽 3 毫克治疗三个月后(治疗后组,PoT)。研究采用无靶标 LC MSMS 质谱方法,并结合生物信息学和网络通路分析来确定蛋白质组谱的变化。在 PT 组和 PoT 组之间,体重、体重指数和 HbA1c 水平的变化具有统计学意义(配对 t 检验,P &lt; 0.001)。两组间 151 种蛋白质(31 种上调,120 种下调)的丰度出现了明显的失调。使用接收器操作特征曲线(ROC)对潜在的生物标志物进行了评估。与 PT 组相比,PoT 组的多聚蛋白-2、大核糖体 P2 和富脯氨酸蛋白 1 下调。通过巧妙通路分析(IPA)确定的顶级网络通路以MAPK、AKT和PKc信号通路失调为中心,与细胞间信号转导和相互作用、细胞组装和组织、细胞损伤有关,得分为46分,有25个重点蛋白。讨论通过无标记定量蛋白质组学分析,我们的研究揭示了利拉鲁肽3毫克治疗肥胖症患者后血浆蛋白的显著失调。PT组和PoT组之间蛋白质组学特征的变化表明,参与炎症和氧化应激途径的蛋白质水平有所下降。另一方面,参与糖酵解和脂肪酵解代谢途径的蛋白质以及参与细胞骨架和内皮重组的蛋白质则有所增加。通过从分子和蛋白质组水平了解利拉鲁肽的作用,可以全面了解利拉鲁肽是如何影响新陈代谢、诱导减肥和改善整体代谢健康的。
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引用次数: 0
Retraction: Identification of a novel ferroptosis inducer for gastric cancer treatment using drug repurposing strategy. 撤回:利用药物再利用战略鉴定治疗胃癌的新型铁蛋白酶诱导剂
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-11 eCollection Date: 2024-01-01 DOI: 10.3389/fmolb.2024.1491755

[This retracts the article DOI: 10.3389/fmolb.2022.860525.].

[此文撤稿,DOI: 10.3389/fmolb.2022.860525.]。
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引用次数: 0
Disease-related data patterns in cerebrospinal fluid diagnostics: medical quality versus analytical quantity 脑脊液诊断中的疾病相关数据模式:医疗质量与分析数量
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-11 DOI: 10.3389/fmolb.2024.1348091
Hansotto Reiber
Cerebrospinal fluid (CSF) diagnostics is characterized by the biologically relevant combination of analytes in order to obtain disease-related data patterns that enable medically relevant interpretations. The necessary change in knowledge bases such as barrier function as a diffusion/CSF flow model and immunological networks of B-cell clones and pleiotropic cytokines is considered. The biophysical and biological principles for data combination are demonstrated using examples from neuroimmunological and dementia diagnostics. In contrast to current developments in clinical chemistry and laboratory medicine, CSF diagnostics is moving away from mega-automated systems with a constantly growing number of individual analyses toward a CSF report that integrates all patient data. Medical training in data sample interpretation in the inter-laboratory test systems (“EQA schemes”) has become increasingly important. However, the results for CSF diagnostics (EQAS from INSTAND) indicate a crucially misguided trend. The separate analysis of CSF and serum in different, non-matched assays and extreme batch variations systematically lead to misinterpretations, which are the responsibility of the test providers. The questionable role of expensive accreditation procedures and the associated false quality expectations are discussed. New concepts that reintegrate the medical expertise of the clinical chemist must be emphasized along with the positive side effect of reducing costs in the healthcare system.
脑脊液(CSF)诊断的特点是分析物的生物相关组合,以获得与疾病相关的数据模式,从而进行医学相关的解释。研究考虑了知识基础的必要变化,如作为扩散/脑脊液流动模型的屏障功能以及 B 细胞克隆和多效性细胞因子的免疫学网络。以神经免疫学和痴呆诊断为例,展示了数据组合的生物物理和生物学原理。与当前临床化学和实验室医学的发展相反,CSF 诊断正在从单项分析数量不断增加的大型自动化系统转向整合所有患者数据的 CSF 报告。实验室间测试系统("EQA 计划")中数据样本解读方面的医学培训变得越来越重要。然而,CSF 诊断(INSTAND 的 EQAS)的结果却显示出一种被严重误导的趋势。用不同的、不匹配的检测方法对 CSF 和血清进行单独分析,以及极端的批次差异,系统性地导致了误读,而这是检测提供者的责任。此外,还讨论了昂贵的鉴定程序的可疑作用以及与之相关的错误质量预期。必须强调重新整合临床化学家医学专业知识的新理念,以及降低医疗保健系统成本的积极副作用。
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引用次数: 0
From in vitro to in silico: a pipeline for generating virtual tissue simulations from real image data 从体外到硅学:从真实图像数据生成虚拟组织模拟的管道
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-10 DOI: 10.3389/fmolb.2024.1467366
Elina Nürnberg, Mario Vitacolonna, Roman Bruch, Markus Reischl, Rüdiger Rudolf, Simeon Sauer
3D cell culture models replicate tissue complexity and aim to study cellular interactions and responses in a more physiologically relevant environment compared to traditional 2D cultures. However, the spherical structure of these models makes it difficult to extract meaningful data, necessitating advanced techniques for proper analysis. In silico simulations enhance research by predicting cellular behaviors and therapeutic responses, providing a powerful tool to complement experimental approaches. Despite their potential, these simulations often require advanced computational skills and significant resources, which creates a barrier for many researchers. To address these challenges, we developed an accessible pipeline using open-source software to facilitate virtual tissue simulations. Our approach employs the Cellular Potts Model, a versatile framework for simulating cellular behaviors in tissues. The simulations are constructed from real world 3D image stacks of cancer spheroids, ensuring that the virtual models are rooted in experimental data. By introducing a new metric for parameter optimization, we enable the creation of realistic simulations without requiring extensive computational expertise. This pipeline benefits researchers wanting to incorporate computational biology into their methods, even if they do not possess extensive expertise in this area. By reducing the technical barriers associated with advanced computational modeling, our pipeline enables more researchers to utilize these powerful tools. Our approach aims to foster a broader use of in silico methods in disease research, contributing to a deeper understanding of disease biology and the refinement of therapeutic interventions.
与传统的二维培养相比,三维细胞培养模型复制了组织的复杂性,旨在更贴近生理的环境中研究细胞的相互作用和反应。然而,由于这些模型的球形结构,很难提取有意义的数据,因此需要采用先进的技术进行适当的分析。硅学模拟通过预测细胞行为和治疗反应来加强研究,为补充实验方法提供了强有力的工具。尽管这些模拟具有潜力,但往往需要高级计算技能和大量资源,这给许多研究人员造成了障碍。为了应对这些挑战,我们利用开源软件开发了一个可访问的管道,以促进虚拟组织模拟。我们的方法采用了细胞波茨模型(Cellular Potts Model),这是一个用于模拟组织中细胞行为的多功能框架。模拟由真实世界的癌症球体三维图像堆栈构建,确保虚拟模型植根于实验数据。通过引入新的参数优化指标,我们能够创建逼真的模拟,而无需大量的计算专业知识。即使研究人员不具备该领域的丰富专业知识,也能从这一管道中获益,将计算生物学融入他们的研究方法中。通过减少与高级计算建模相关的技术障碍,我们的管道能让更多研究人员利用这些强大的工具。我们的方法旨在促进在疾病研究中更广泛地使用硅学方法,从而加深对疾病生物学的理解,完善治疗干预措施。
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引用次数: 0
Pathogenic role of PFKFB3 in endothelial inflammatory diseases PFKFB3 在内皮炎症性疾病中的致病作用
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-10 DOI: 10.3389/fmolb.2024.1454456
Ling Zhou, Juan Li, Juanjuan Wang, Xuping Niu, Junqin Li, Kaiming Zhang
The differentiation of vascular endothelial cells and the formation of new blood vessels are inseparable from the energy supply and regulation of metabolism. The budding of blood vessels is a starting point of glycolysis pathway in angiogenesis. Phosphofructokinase-2/fructose 2,6-biophosphatase 3 (PFKFB3), a key rate-limiting enzyme in glycolysis, exhibits strong kinase activity. Inhibition of PFKFB3 can reduce the rate of glycolysis, thereby inhibiting the budding of blood vessels, resulting in inhibition of pathological angiogenesis. In this review, the role of PFKFB3 in the angiogenesis of inflammatory diseases was summarized, and the endothelial inflammatory diseases associated with PFKFB3 were reviewed.
血管内皮细胞的分化和新血管的形成与能量供应和代谢调节密不可分。血管的萌发是血管生成过程中糖酵解途径的起点。磷酸果糖激酶-2/果糖 2,6-二磷酸酶 3(PFKFB3)是糖酵解过程中的一个关键限速酶,具有很强的激酶活性。抑制 PFKFB3 可以降低糖酵解的速率,从而抑制血管的萌发,从而抑制病理性血管生成。本综述总结了 PFKFB3 在炎症性疾病血管生成中的作用,并对与 PFKFB3 相关的内皮炎症性疾病进行了综述。
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Frontiers in Molecular Biosciences
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