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Inhalable Herbal Nano-Liposomes Co-Delivering Astragaloside IV and Polyphyllin VII Reprogram Immunosuppressive Microenvironment To Overcome Anti-PD-1 Resistance in NSCLC. 可吸入的草药纳米脂质体共递送黄芪甲苷IV和多叶黄素VII重编程免疫抑制微环境克服非小细胞肺癌抗pd -1耐药。
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-11-10 DOI: 10.1186/s12575-025-00302-4
Yao Liu, Tianqi An, Zujun Que, Bin Luo, Wenfei Shi, Yiyang Zhou, Jianhui Tian

Non-small cell lung cancer (NSCLC) frequently develops acquired resistance to immune checkpoint inhibitors (ICIs), necessitating innovative strategies to remodel the immunosuppressive tumor microenvironment (TME). This study engineered an inhalable pH-responsive nano-liposome co-delivering Astragaloside IV (AS-IV) and Polyphyllin VII (Pol VII) (AS-IV/Pol VII-Lipo) to overcome anti-PD-1 resistance via spatiotemporal-controlled dual-drug delivery. AS-IV/Pol VII-Lipo (1:1 mass ratio) exhibited optimal physicochemical properties: high drug loading and pH-triggered release. Nebulized inhalation achieved 3.4-fold higher lung accumulation than oral administration. Suppressed orthotopic LLC-Luc tumor growth by 54% and reduced exhausted CD8⁺ T cells while increasing cytotoxic CD8⁺Granzyme B⁺ T cells. Combination therapy further inhibited tumor metastasis and elevated survival. Transcriptomics (RNA-seq) identified suppression of IL-2/STAT5/BLIMP1 pathway and T-cell exhaustion genes. AS-IV/Pol VII-Lipo reprograms the immunosuppressive TME through three synergistic mechanisms: (1) enhanced lung-targeted drug delivery via inhalation; (2) reversal T-cell exhaustion through IL-2/STAT5/BLIMP1 pathway inhibition; (3) synergizing with αPD-1 therapy to overcome ICI resistance. This inhalable nanoplatform presents a promising clinical strategy for NSCLC patients with acquired immunotherapyresistance.

非小细胞肺癌(NSCLC)经常对免疫检查点抑制剂(ICIs)产生获得性耐药,需要创新策略来重塑免疫抑制肿瘤微环境(TME)。本研究设计了一种可吸入的ph响应纳米脂质体,通过时空控制的双药递送,共同递送黄芪甲苷IV (AS-IV)和聚phyllin VII (Pol VII) (AS-IV/Pol VII- lipo)来克服抗pd -1耐药性。AS-IV/Pol - VII-Lipo(1:1质量比)表现出最佳的物理化学性质:高载药量和ph触发释放。雾化吸入的肺积累量比口服高3.4倍。抑制原位LLC-Luc肿瘤生长54%,减少耗尽的CD8 + T细胞,同时增加细胞毒性CD8 +颗粒酶B + T细胞。联合治疗进一步抑制肿瘤转移,提高生存率。转录组学(RNA-seq)鉴定了IL-2/STAT5/BLIMP1通路和t细胞衰竭基因的抑制。AS-IV/Pol VII-Lipo通过三种协同机制重新编程免疫抑制TME:(1)通过吸入增强肺部靶向给药;(2)通过抑制IL-2/STAT5/BLIMP1通路逆转t细胞衰竭;(3)与αPD-1治疗协同克服ICI耐药。这种可吸入的纳米平台为获得性免疫治疗耐药的非小细胞肺癌患者提供了一种有前景的临床策略。
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引用次数: 0
Pan-Cancer Landscape of Magnesium Homeostasis: Bulk Omics Research and Single-Cell Sequencing Validation. 镁稳态的泛癌症景观:大量组学研究和单细胞测序验证。
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-31 DOI: 10.1186/s12575-025-00294-1
Yan Qin, Zhuo-Er Yuan, De Yin, Sheng-Yue Zhang, Yu-Cao Sun, Wei Li

Introduction: Magnesium homeostasis is critical for cellular growth and metabolism, yet its pan-cancer implications remain poorly characterized. This study aims to comprehensively analyze magnesium homeostasis across 33 cancer types, exploring its role in tumorigenesis, immune regulation, and therapeutic potential. Key magnesium homeostasis-related genes (e.g., ANK3, CNNM2) were significantly downregulated in most tumors, correlating with improved prognosis. Magnesium homeostasis scores (MHS) were reduced in cancers and linked to lower tumor mutational burden (TMB), microsatellite instability (MSI), immune dysfunction, and checkpoint gene expression. Single-cell sequencing revealed elevated MHS in CD8 + T cells, suggesting immune modulation roles.

Conclusion: These findings highlight magnesium homeostasis as a regulator of tumor progression and immunity, with MHS serving as a prognostic biomarker. Targeting magnesium pathways may offer novel therapeutic strategies, warranting further clinical validation to advance personalized cancer therapies.

镁稳态对细胞生长和代谢至关重要,但其与泛癌症的关系仍不清楚。本研究旨在综合分析33种癌症类型的镁稳态,探讨其在肿瘤发生、免疫调节和治疗潜力中的作用。关键的镁稳态相关基因(如ANK3、CNNM2)在大多数肿瘤中显著下调,与预后改善相关。镁稳态评分(MHS)在癌症中降低,并与较低的肿瘤突变负担(TMB)、微卫星不稳定性(MSI)、免疫功能障碍和检查点基因表达有关。单细胞测序显示MHS在CD8 + T细胞中升高,提示免疫调节作用。结论:这些发现强调了镁稳态作为肿瘤进展和免疫的调节因子,MHS可作为预后的生物标志物。靶向镁通路可能提供新的治疗策略,需要进一步的临床验证来推进个性化的癌症治疗。
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引用次数: 0
Unraveling the Gut Microbiota-mediated Anti-tumor Mechanisms of ShenXia KuanZhong Decoction in Gastric Cancer: a Systems Biology and Dose-weighted Network Pharmacology Approach. 胃肠菌群介导的参泻宽中汤对胃癌的抗肿瘤机制:系统生物学和剂量加权网络药理学方法
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-17 DOI: 10.1186/s12575-025-00304-2
Ziyi Zhou, Yuan Fang, Lijie Song, Yuli Wang, Zhihong Fang

Introduction: Gastric cancer (GC) remains a formidable global health issue with limited therapeutic options. ShenXia KuanZhong Decoction (SXKZD), a classical traditional Chinese medicine (TCM) formula, is used to manage GC; however, its anti-tumor mechanisms remain poorly understood.

Material and methods: The anti-GC effects of SXKZD were investigated in a GC model using dose-weighted network pharmacology, molecular docking, molecular dynamics (MD) simulations, and pharmacokinetic profiling. Its impacts on tumor metabolism, immunity, and gut microbiota were assessed. A gut microbiota-substrate-metabolite (GM-S-M) network was constructed, and key targets and pathways were analyzed using computational and experimental methods.

Results: SXKZD treatment significantly alleviated tumor progression in GC models. Network analysis revealed upregulated TNF and IL6 expression in GC, which SXKZD reduced, alongside enrichment in IL-17 and TNF signaling pathways. Molecular docking and MD simulations confirmed stable binding of Ginsenoside Rh2 and 3-Indolepropionic acid to TNF, with binding energies of -147.63 kJ/mol and - 98.63 kJ/mol, respectively. Pharmacokinetic profiling showed 3-Indolepropionic acid's high bioavailability, while GM-S-M analysis identified key microbial taxa (e.g., Lactobacillus plantarum, Akkermansia muciniphila) modulated by SXKZD, enhancing anti-tumor immunity and metabolism.To further confirm these computational predictions, in vitro CCK-8 assays revealed that GRh2 and IPA inhibited AGS cell growth in a concentration-dependent manner, with IC50 values of 68.74 ± 1.27 µg/mL and 780.60 ± 24.40 µg/mL at 24 hours, respectively. Western blot analysis demonstrated that GRh2 more effectively suppressed TNFα expression, whereas CETSA showed that IPA provided superior thermal stabilization of TNFα.

Conclusions: SXKZD mitigates GC by modulating gut microbiota and inhibiting TNF signaling, offering a mechanistic basis for its therapeutic potential in GC management.

胃癌(GC)仍然是一个令人生畏的全球健康问题,治疗选择有限。神夏宽中汤(SXKZD)是一种经典的中药配方,用于治疗GC;然而,其抗肿瘤机制仍然知之甚少。材料与方法:采用剂量加权网络药理学、分子对接、分子动力学模拟、药代动力学分析等方法建立GC模型,研究SXKZD的抗GC作用。评估其对肿瘤代谢、免疫和肠道微生物群的影响。构建了肠道微生物群-底物-代谢物(GM-S-M)网络,并通过计算和实验方法分析了关键靶点和通路。结果:SXKZD能显著缓解胃癌模型的肿瘤进展。网络分析显示,SXKZD降低了GC中TNF和IL6的表达上调,同时IL-17和TNF信号通路富集。分子对接和MD模拟证实了人参皂苷Rh2和3-吲哚丙酸与TNF的稳定结合,结合能分别为-147.63 kJ/mol和- 98.63 kJ/mol。药代动力学分析显示3-吲哚丙酸具有较高的生物利用度,而GM-S-M分析发现了SXKZD调节的关键微生物类群(如植物乳杆菌、嗜muciniphila),增强抗肿瘤免疫和代谢。为了进一步证实这些计算预测,体外CCK-8实验显示,GRh2和IPA以浓度依赖的方式抑制AGS细胞生长,24小时的IC50值分别为68.74±1.27µg/mL和780.60±24.40µg/mL。Western blot分析显示GRh2更有效地抑制TNFα的表达,而CETSA显示IPA对TNFα具有更好的热稳定性。结论:SXKZD通过调节肠道菌群和抑制肿瘤坏死因子信号传导来减轻胃癌,为其治疗胃癌提供了机制基础。
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引用次数: 0
Uncovering Novel Susceptible Genes and Therapeutic Targets of Prostate Cancer: a Multi-omics Study Integrating Summary-based Mendelian Randomization Analysis and Molecular Docking. 揭示前列腺癌新的易感基因和治疗靶点:基于孟德尔随机化分析和分子对接的多组学研究。
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-16 DOI: 10.1186/s12575-025-00298-x
Xuemeng Qiu, Yifei Zhang, Jiyue Wu, Zihao Gao, Xinyi Chai, Xihao Shen, Zejia Sun, Wei Wang

Background: Understanding the role of causal genes of prostate cancer (PrCa) can reveal key biological pathways and identify potential targets for treatment.

Methods: We investigated associations between genetically predicted gene expression levels and PrCa risk using cis-eQTL summary-based Mendelian randomization (SMR) and colocalization analysis. Findings were replicated using two independent PrCa GWAS. We then intersected the identified genes with differentially expressed genes (DEGs) identified from TCGA-PRAD dataset to obtain key genes. Furthermore, enrichment, protein-molecule network, immune infiltration, and epigenetic analyses were conducted to explore their biological pathways. Lastly, phenome-wide association study (PheWAS), drug prediction, and molecular docking simulation analysis were utilized to identify potential drugs.

Results: We identified 15 genes in blood whose expression levels are putatively associated with PrCa, validated in at least one replication GWAS dataset. Using open-access mRNA-sequencing data, we found that ZNF217 and BNIP2 were key genes potentially important in PrCa pathogenesis. Single-cell RNA-sequencing analysis revealed that BNIP2 was predominantly expressed in a subset of endothelial cells, whereas ZNF217 was mainly enriched in epithelial cells. Downstream analysis revealed their involvement in epigenetic modulation-related pathways, while upstream analysis showed that upregulation of ZNF217 notably correlated with increased CpG methylation. Molecular docking simulation suggested doxorubicin, alsterpaullone, and camptothecin as potential drugs targeting these key genes.

Conclusions: These findings provide robust leads for understanding pathogenic mechanisms and developing therapeutic interventions for PrCa.

背景:了解前列腺癌(PrCa)致病基因的作用可以揭示关键的生物学途径并确定潜在的治疗靶点。方法:采用基于顺式eqtl摘要的孟德尔随机化(SMR)和共定位分析,研究遗传预测基因表达水平与PrCa风险之间的关系。使用两个独立的PrCa GWAS重复了研究结果。然后,我们将鉴定出的基因与从TCGA-PRAD数据集中鉴定出的差异表达基因(deg)相交,以获得关键基因。此外,通过富集、蛋白分子网络、免疫浸润和表观遗传分析来探索它们的生物学途径。最后,利用全现象关联研究(PheWAS)、药物预测、分子对接模拟分析等方法鉴定潜在药物。结果:我们在血液中鉴定出15个基因,其表达水平被推测与PrCa相关,并在至少一个复制GWAS数据集中得到验证。利用开放获取的mrna测序数据,我们发现ZNF217和BNIP2是PrCa发病机制中可能重要的关键基因。单细胞rna测序分析显示,BNIP2主要在内皮细胞亚群中表达,而ZNF217主要富集于上皮细胞。下游分析显示它们参与表观遗传调控相关通路,而上游分析显示ZNF217的上调与CpG甲基化增加显著相关。分子对接模拟表明,阿霉素、阿斯特泡龙和喜树碱是靶向这些关键基因的潜在药物。结论:这些发现为了解PrCa的致病机制和开发治疗干预措施提供了强有力的线索。
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引用次数: 0
Rap2B-mediated reprogramming of the PI3K/AKT signaling axis drives resistance to cetuximab-targeted therapy in colorectal carcinoma. rap2b介导的PI3K/AKT信号轴重编程驱动结直肠癌西妥昔单抗靶向治疗的耐药。
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-10-15 DOI: 10.1186/s12575-025-00303-3
Shanshan Zhang, Ying Wei, Tingting Liu, Chenhao Sun, Xiuzhen Ge, Yang Ni, Xiaonan Tang, Mridul Roy, Tingmin Chang, Xiaohong Kang
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引用次数: 0
Impact of different mating and surgical protocols on the establishment of a mouse model for fetal scarless skin healing. 不同交配方式和手术方式对建立小鼠胎儿无瘢痕皮肤愈合模型的影响。
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-26 DOI: 10.1186/s12575-025-00290-5
Lu Huang, Xinran Ye, Yifan Zhang, Chia-Kang Ho, Qingfeng Li

Background: The mouse fetal intrauterine wound healing model is crucial and commonly used for investigating mechanisms and evaluating potential therapies for scarless skin regeneration compared to fibrotic healing. However, traditional intrauterine surgery remains technically challenging and understudied, which is associated with high maternal mortality and pregnancy loss, prompting us to refine the surgical protocol. Here, we report how the choice of surgical and mating procedure impact outcomes obtained.

Methods: Pregnant mice underwent fetal surgery at embryonic days 15.5, 16.5 (E15.5, E16.5, scarless) and 18.5 (e18.5, fibrotic). Two surgical protocols were used: traditional method involved purse-string sutures, microsurgical scissors, amniotic fluid supplementation, and suture closure (Traditional); and our modified method omitting purse-string sutures, replacing scissors with needle puncture for uterine and fetal incisions, eliminating amniotic fluid supplementation, and employing skin staples for abdominal closure (Modified).

Results: The modified protocol significantly increased the likelihood of successful pregnancy, reduced operative time, decreased abortion rates, and enabled earlier modeling compared to the traditional method. At 48 h, 7 days, and 9 days post-surgery, E15.5 wounds healed scarlessly, displaying regenerated hair follicles and organized collagen. Conversely, E18.5 wounds formed typical fibrotic scars, characterized by dense, disorganized collagen without hair follicles.

Conclusion: The optimized surgical protocol presented here provides a simplified, reliable fetal mouse model with improved pregnancy success, reduced fetal loss, earlier implementation, and consistent phenotypic outcomes. This refined model enhances experimental efficiency, reproducibility, and animal welfare, having a major impact on mechanistic studies and therapeutic exploration for scarless skin regeneration.

背景:与纤维化愈合相比,小鼠胎儿宫内伤口愈合模型是研究无疤痕皮肤再生机制和评估潜在治疗方法的关键。然而,传统的宫内手术在技术上仍然具有挑战性且研究不足,这与高产妇死亡率和妊娠丢失有关,促使我们改进手术方案。在这里,我们报告了手术和交配程序的选择如何影响获得的结果。方法:孕鼠在胚胎期15.5、16.5 (E15.5、E16.5,无瘢痕)和18.5 (e18.5,纤维化)进行胚胎手术。采用两种手术方案:传统方法包括荷包线缝合、显微手术剪刀、羊水补充和缝合(传统);我们的改进方法省去了荷包线缝合,子宫和胎儿切口用针刺代替剪刀,取消了羊水补充,使用皮肤钉缝合腹部(改进)。结果:与传统方法相比,改进后的方案显著提高了成功妊娠的可能性,减少了手术时间,降低了流产率,并且可以更早地建模。术后48小时、7天和9天,E15.5伤口愈合无瘢痕,毛囊再生,胶原蛋白有组织。相反,E18.5伤口形成典型的纤维化疤痕,其特征是胶原蛋白致密,无组织,无毛囊。结论:本文提出的优化手术方案提供了一个简化、可靠的胎鼠模型,提高了妊娠成功率,减少了胎儿丢失,更早实施,并且表型结果一致。这种改进的模型提高了实验效率、可重复性和动物福利,对无疤痕皮肤再生的机制研究和治疗探索具有重大影响。
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引用次数: 0
Sheet Protector Strategy for Western Blot to Reduce Antibody Consumption and Incubation Time. Western Blot的保护膜策略减少抗体消耗和孵育时间。
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-24 DOI: 10.1186/s12575-025-00300-6
Sunmin Kwon, So Yeong Lee, Gun Kim

Background: Western blot is one of the most routinely conducted biochemical assays due to its technical ease and relatively low cost. The use of antibody is at the center of Western blot assay, providing great sensitivity and specificity. However, challenges can be posed when using a rare antibody stock. There have been efforts to improve the Western blot procedure to minimize the use of antibody, but these methods require specialized devices.

Results: In this study, we hypothesized that the conventional large pool of antibody is not essential for detection and attempted applying only a small volume of antibody. We used sheet protector (SP), a common stationery material that protects office documents, to effectively distribute the antibody solution over the nitrocellulose (NC) membrane. This way, 20-150 µL antibody solution was sufficient for mini-sized membrane, which was adjustable depending on the size of the membrane. We confirmed that the sensitivity and specificity of this SP strategy was comparable to conventional (CV) method. The SP strategy brought a few additional advantages including: (1) antibody incubation without agitation (2), incubation at room temperature, and (3) faster detection on the order of minutes. Finally, we examined 15-min incubation SP protocol using time-series apoptosis samples.

Conclusions: We propose that SP strategy is a universally accessible approach using a common consumable, greatly enhancing the efficiency of antibody consumption and incubation time in Western blot assays.

背景:Western blot技术简单,成本相对较低,是最常用的生化检测方法之一。抗体的使用是Western blot检测的核心,具有很高的灵敏度和特异性。然而,当使用罕见的抗体库存时,可能会遇到挑战。人们一直在努力改进Western blot程序,以尽量减少抗体的使用,但这些方法需要专门的设备。结果:在本研究中,我们假设传统的大抗体池不是检测所必需的,并尝试只应用小体积的抗体。我们使用保护膜(SP),一种保护办公文件的常见文具材料,有效地将抗体溶液分布在硝化纤维素(NC)膜上。这样,20-150µL抗体溶液就足够用于微型膜,根据膜的大小可以调节。我们证实该SP策略的敏感性和特异性与传统(CV)方法相当。SP策略带来了一些额外的优点,包括:(1)无搅拌抗体孵育(2),在室温下孵育,(3)更快的检测,大约几分钟。最后,我们使用时间序列细胞凋亡样本检验了15分钟孵育SP方案。结论:我们提出SP策略是一种普遍可用的方法,使用共同的消耗品,大大提高了抗体消耗的效率和Western blot检测的孵育时间。
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引用次数: 0
SOCS3: An Immunological Biomarker Offering Potential Therapeutic Targets for Malignant Tumors. SOCS3:一种为恶性肿瘤提供潜在治疗靶点的免疫生物标志物。
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-22 DOI: 10.1186/s12575-025-00296-z
Yan Zhang, Meiling Chu, Meina Ye, Yulian Yin, Hongfeng Chen

Suppressor of Cytokine Signaling 3 (SOCS3) is a critical regulator of cytokine signaling, primarily acting through the Janus Kinase (JAK)/Signal Transducer and Activator of Transcription (STAT) pathway. It plays a significant role in the development and progression of various malignancies. Abnormal expression of SOCS3 in cancer cells is linked to dysregulated cell growth, migration, and apoptosis, driven by cytokines and hormones. This aberrant expression makes SOCS3 a potential biomarker for tumor diagnosis, prognosis, and gene therapy. Targeting SOCS3 may offer innovative strategies for cancer treatment. This review provides a comprehensive overview of SOCS3's molecular structure, its biological functions in tumors, underlying molecular mechanisms, and therapeutic strategies targeting SOCS3.

细胞因子信号传导抑制因子3 (SOCS3)是细胞因子信号传导的关键调控因子,主要通过Janus激酶(JAK)/信号转换器和转录激活因子(STAT)途径起作用。它在各种恶性肿瘤的发生发展中起着重要的作用。SOCS3在癌细胞中的异常表达与细胞因子和激素驱动的细胞生长、迁移和凋亡失调有关。这种异常表达使SOCS3成为肿瘤诊断、预后和基因治疗的潜在生物标志物。靶向SOCS3可能为癌症治疗提供创新策略。本文综述了SOCS3的分子结构、在肿瘤中的生物学功能、潜在的分子机制以及针对SOCS3的治疗策略。
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引用次数: 0
Organotypic Culture of Adult Vascularized Porcine Retina Explants In Vitro on Nanotube Scaffolds. 血管化猪视网膜离体在纳米管支架上的器官型培养。
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-09-08 DOI: 10.1186/s12575-025-00301-5
Sabrina Friebe, Solveig Weigel, Mike Francke, Stefan G Mayr

Background: Organotypic long-term cultivation of vascularized retina explants is a major challenge for application in drug development, drug screening, diagnostics and future personalized medicine. With this background, an assay and protocol for organotypic culture of vascularized retina explants in vitro with optimum tissue integrity preservation is developed and demonstrated.

Methods: Morphological, histologic and biochemical integrity as well as viability of vascularized retina explants are compared as function of cultivation time for differently structured nanotube scaffolds. In doing so, porcine retina explants obtained from a local slaughterhouse are employed as paradigm for vascularized retina.

Conclusions: We demonstrate that titania nanotube arrays are highly promising as culturing scaffold of vascularized retina explants in vitro due to highly tunable surface properties regarding biomedical signaling. The unprecedented maintenance of tissue integrity allows for screening of pharmacological drugs and disease mechanisms in an ex-vivo test-based culture system with reduced need for animal experiments.

背景:血管化视网膜移植体的器官型长期培养是药物开发、药物筛选、诊断和未来个性化医疗应用的主要挑战。在此背景下,研究人员开发并证明了一种体外培养血管化视网膜器官型的方法和方案,该方法具有最佳的组织完整性保存。方法:比较不同结构纳米管支架培养时间对血管化视网膜外植体的形态学、组织学和生化完整性及活力的影响。在此过程中,从当地屠宰场获得的猪视网膜外植体被用作血管化视网膜的范例。结论:二氧化钛纳米管阵列在生物医学信号方面具有高度可调的表面特性,因此在体外培养血管化视网膜支架方面具有很大的前景。前所未有的组织完整性维护允许在离体试验培养系统中筛选药理学药物和疾病机制,减少了对动物实验的需求。
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引用次数: 0
Evaluation of the HumanMethylationEPIC v2.0 Bead Chip Using Low Quality and Quantity DNA Samples. 低质量和低数量DNA样品对HumanMethylationEPIC v2.0芯片的评价
IF 4.3 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-08-21 DOI: 10.1186/s12575-025-00292-3
Brando Poggiali, Mikkel Eriksen Dupont, Marie-Louise Kampmann, Athina Vidaki, Vania Pereira, Claus Børsting, Jacob Tfelt-Hansen, Jeppe Dyrberg Andersen

Background: The HumanMethylationEPIC v2.0 BeadChip (EPIC v2.0) microarray is a widely used tool for genome-wide DNA methylation (DNAm) analysis, designed for high-quality human DNA with a recommended input of 250 ng. However, in clinical and forensic settings, DNA samples may be of low quality and/or quantity (highly fragmented and/or available in low amounts). This study assessed the performance of the EPIC v2.0 on DNA samples with various combinations of average DNA fragment size (350, 230, 165, and 95 bp) and DNA input amount (100, 50, 20, and 10 ng), compared to a paired control sample analyzed under optimal conditions (high-quality DNA and 250 ng DNA input).

Results: The best performance was obtained for samples with average DNA fragment size of 350 bp and 100 ng DNA input (~ 90% probe detection rate, r = 0.995, and median absolute beta value differences|Δβ| = 0.012 when compared with the control sample). Samples with lower average DNA fragment sizes and DNA input amount performed worse, with the lowest probe detection rate (~ 43%), r = 0.946, and the highest|Δβ| (0.038). Samples with average DNA fragment sizes of 95 bp and those with 165 bp at 10 ng DNA input failed to pass sample quality control (QC). CpG sites with intermediate DNAm values (β = 0.1-0.9) showed higher|Δβ| than the extreme DNAm values (β = 0-0.1, and β = 0.9-1). Finally, we assessed an application of DNAm by performing epigenetic age analysis, and observed mean absolute errors (MAEs) below 10 years for 350 bp samples across four epigenetic clocks.

Conclusions: Both DNA fragment size and DNA input amounts affect DNAm analysis on the EPIC v2.0, with the investigated DNA fragment size having a greater impact than the investigated DNA input amount. DNAm measurements were achieved with the EPIC v2.0 microarray down to an average DNA fragment size of 165 bp and a 20 ng DNA input. Highly fragmented DNA (95 bp) did not result in usable DNAm analysis as all samples failed QC. Overall, our study demonstrates the potential and limitations of EPIC v2.0 microarray with low quality and quantity DNA samples.

背景:HumanMethylationEPIC v2.0 BeadChip (EPIC v2.0)微阵列是一种广泛用于全基因组DNA甲基化(DNAm)分析的工具,设计用于高质量的人类DNA,推荐输入量为250 ng。然而,在临床和法医环境中,DNA样本的质量和/或数量可能较低(高度碎片化和/或可获得的数量较少)。本研究评估了EPIC v2.0在不同平均DNA片段大小(350、230、165和95 bp)和DNA输入量(100、50、20和10 ng)组合下的DNA样品上的性能,并与在最佳条件下(高质量DNA和250 ng DNA输入)分析的配对对照样品进行了比较。结果:平均DNA片段大小为350 bp、DNA输入为100 ng时,探针检出率为~ 90%,r = 0.995, β绝对值中位数差|Δβ| = 0.012,与对照样品相比,检测效果最佳。平均DNA片段大小和DNA输入量越小的样品表现越差,探针检出率最低(~ 43%),r = 0.946, |Δβ|最高(0.038)。在10 ng DNA输入时,平均DNA片段大小为95 bp和165 bp的样品未能通过样品质量控制(QC)。中间DNAm值(β = 0.1 ~ 0.9)的CpG位点|Δβ|高于极端DNAm值(β = 0 ~ 0.1和β = 0.9 ~ 1)。最后,我们通过进行表观遗传年龄分析来评估DNAm的应用,并观察到在四个表观遗传时钟中350 bp样本的平均绝对误差(MAEs)低于10年。结论:DNA片段大小和DNA输入量都影响EPIC v2.0上的DNA分析,研究的DNA片段大小的影响大于研究的DNA输入量。使用EPIC v2.0微阵列实现DNAm测量,平均DNA片段大小为165 bp, DNA输入为20 ng。高度碎片化的DNA (95bp)没有导致可用的DNA分析,因为所有样品都没有通过QC。总的来说,我们的研究证明了EPIC v2.0微阵列在低质量和低数量DNA样本下的潜力和局限性。
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引用次数: 0
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Biological Procedures Online
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