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Mass spectrometry-based human spatial omics: fundamentals, innovations, and applications. 基于质谱的人类空间组学:基础、创新和应用。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-02-06 DOI: 10.1186/s12929-026-01219-0
Ching-Chia Yang, Ching-Ya Lin, Hsin-Yo Yuan, Hsuan-Cheng Huang, Hsueh-Fen Juan

Mass spectrometry-based spatial omics is a powerful approach for visualizing the spatial organization of proteins, metabolites, lipids, and other biomolecules in situ, combining the molecular depth of mass spectrometry with spatially resolved imaging. This systematic review traces the rapid technological and computational evolution of this field, including innovations in mass spectrometry imaging (MSI), labeling-based approaches, and proximity labeling techniques. It also highlights recent advances that enhance spatial resolution, expand molecular coverage, and enable deep molecular characterization and review analytical pipelines that integrate deep learning, cross-modality registration, and cloud-optimized data formats. From the multimodal and practical perspective, the integration of MSI with other spatial omics platforms and its transformative applications in tumor microenvironment profiling, neurodegenerative disease, developmental biology, biomarker discovery, and precision medicine are discussed. Finally, this review outlines challenges and opportunities, emphasizing the need for standardization, clinical validation, and interpretable artificial intelligence to enable broader adoption. These advances position MS-based spatial omics as a foundational pillar for multimodal spatial biology and personalized healthcare.

基于质谱的空间组学是一种强大的方法,可以将蛋白质、代谢物、脂质和其他生物分子的空间组织原位可视化,将质谱的分子深度与空间分辨率成像相结合。本系统综述追溯了该领域的快速技术和计算发展,包括质谱成像(MSI)、基于标记的方法和接近标记技术的创新。它还强调了提高空间分辨率、扩大分子覆盖范围、实现深度分子表征和审查分析管道的最新进展,这些分析管道集成了深度学习、跨模态注册和云优化数据格式。从多模式和实用的角度出发,讨论了MSI与其他空间组学平台的集成及其在肿瘤微环境分析、神经退行性疾病、发育生物学、生物标志物发现和精准医学方面的变革性应用。最后,本文概述了挑战和机遇,强调需要标准化、临床验证和可解释的人工智能,以实现更广泛的采用。这些进展将基于ms的空间组学定位为多模式空间生物学和个性化医疗保健的基础支柱。
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引用次数: 0
APP-C31 pathology as a target in neurodegenerative diseases. APP-C31病理作为神经退行性疾病的靶点。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-02-04 DOI: 10.1186/s12929-026-01216-3
King Chi Yip, Woon Fei Ho, Yang Liu, Gavin Stewart Dawe

Neurodegenerative diseases (Alzheimer's disease, Parkinson's disease, Huntington's disease, etc.) are caused by the progressive loss of neurons, which affects many people worldwide. Therefore, many efforts have focused on neurodegenerative disease mechanisms and therapeutic strategies. Moreover, amyloid precursor proteins and their cleaving products, including APP-C31, may play important roles in neurodegeneration. This review provides a comprehensive introduction to the structure, neurotoxicity, regulatory mechanism, and relevance of APP-C31 to clinical diseases and its therapeutic potential as a drug target. This work will bridge the gap in our understanding of the function of APP-C31, which provides an experimental basis for neurodegenerative disease therapeutics. Meanwhile, a hypothesis is postulated that the APP-C31 functions not merely as a byproduct of caspase cleavage, but as the critical "central executioner" bridging upstream triggers and downstream neurodegeneration. Diverse upstream stressors, initiate the cascade to generate APP-C31. Once generated, C31 acts as a multi-functional signalling hub driving four distinct pathogenic pathways. Consequently, APP-C31 is hypothesized to be the essential mediator that amplifies these molecular damages into macroscopic failures.

神经退行性疾病(阿尔茨海默病、帕金森病、亨廷顿病等)是由神经元的逐渐丧失引起的,影响着全世界许多人。因此,许多努力都集中在神经退行性疾病的机制和治疗策略上。此外,淀粉样蛋白前体蛋白及其切割产物,包括APP-C31,可能在神经变性中起重要作用。本文就APP-C31的结构、神经毒性、调控机制、与临床疾病的相关性及其作为药物靶点的治疗潜力等方面作一综述。这项工作将填补我们对APP-C31功能认识的空白,为神经退行性疾病的治疗提供实验依据。同时,有一种假设认为APP-C31不仅是caspase裂解的副产物,而且是连接上游触发器和下游神经变性的关键“中枢刽子手”。不同的上游压力源,启动级联生成APP-C31。一旦生成,C31作为多功能信号中枢驱动四种不同的致病途径。因此,假设APP-C31是将这些分子损伤放大为宏观失效的重要介质。
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引用次数: 0
Thrombomodulin facilitates melanoma progression via FAK- and ezrin-mediated phenotypic plasticity. 血栓调节素通过FAK-和ezrin介导的表型可塑性促进黑色素瘤的进展。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-01-27 DOI: 10.1186/s12929-026-01217-2
Cheng-Hsiang Kuo, Ru-Han Sie, Ya-Chu Ku, Cheng-Lin Wu, Chao-Kai Hsu, Chao-Han Lai, Hua-Lin Wu

Background: Cancer cell plasticity enables dynamic transitions between cellular states, contributing to tumor progression and the acquisition of phenotypic traits such as vascular mimicry (VM), which promotes malignancy and resistance to anti-angiogenic therapies. Thrombomodulin (TM), a type I transmembrane glycoprotein known for initiating sprouting angiogenesis, has been implicated in tumor vascularization. However, its role in melanoma progression and VM remains poorly characterized.

Methods: TM expression was evaluated in human cutaneous melanoma biopsies and an endothelial-melanoma co-culture system. Functional assays were conducted to assess the impact of TM knockdown and overexpression on cell adhesion and VM formation. Domain-specific contributions of TM were investigated using constructs targeting its lectin-like domain and ezrin-binding motif. Mechanistic studies involved pharmacological inhibition of focal adhesion kinase (FAK) and siRNA-mediated silencing of ezrin. Therapeutic potential was assessed using a soluble TM lectin domain in both in vitro and in vivo melanoma models.

Results: TM was expressed in both angiogenic and non-angiogenic vessels within melanoma tissues and co-culture systems. TM knockdown impaired cell adhesion and suppressed VM formation, while TM overexpression in TM-null melanoma cells enhanced cellular plasticity via its lectin-like domain and ezrin-binding motif. Inhibition of FAK or silencing of ezrin reversed the TM-induced phenotypic switch. Treatment with a soluble TM lectin domain reduced cancer cell plasticity in vitro and significantly inhibited melanoma tumor growth and metastasis in vivo.

Conclusions: TM promotes melanoma cell plasticity and VM through FAK- and ezrin-dependent pathways. These findings position TM as a key regulator of tumor progression and suggest that targeting TM may offer a novel therapeutic strategy to disrupt cancer cell plasticity and suppress melanoma growth.

背景:癌细胞的可塑性使细胞状态之间的动态转换,有助于肿瘤的进展和表型特征的获得,如血管拟态(VM),这促进了恶性肿瘤和对抗血管生成治疗的抵抗。凝血调节蛋白(TM)是一种I型跨膜糖蛋白,以启动血管新生而闻名,与肿瘤血管化有关。然而,其在黑色素瘤进展和VM中的作用仍然知之甚少。方法:在人皮肤黑色素瘤活检和内皮-黑色素瘤共培养系统中评估TM的表达。通过功能分析来评估TM敲低和过表达对细胞粘附和VM形成的影响。利用靶向其凝集素样结构域和ezrin结合基序的结构体研究了TM的结构域特异性贡献。机制研究包括局灶黏附激酶(FAK)的药理抑制和sirna介导的ezrin沉默。在体外和体内黑色素瘤模型中,使用可溶性TM凝集素结构域评估治疗潜力。结果:TM在黑色素瘤组织和共培养系统的血管生成和非血管生成血管中均有表达。TM敲除会破坏细胞粘附并抑制VM的形成,而TM过表达在TM缺失的黑色素瘤细胞中通过其凝集素样结构域和ezrin结合基序增强细胞可塑性。抑制FAK或沉默ezrin可逆转tm诱导的表型转换。可溶性TM凝集素结构域在体外降低了癌细胞的可塑性,并在体内显著抑制了黑色素瘤的生长和转移。结论:TM通过FAK-和ezrin依赖通路促进黑色素瘤细胞可塑性和VM。这些发现表明TM是肿瘤进展的关键调节因子,并表明靶向TM可能提供一种新的治疗策略来破坏癌细胞的可塑性并抑制黑色素瘤的生长。
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引用次数: 0
Osmotin-derived 9-amino-acid peptide alleviates α-synuclein and MPTP-induced glial cell activation mediated neuroinflammation, protecting dopaminergic neurons in Parkinson's disease mice brain. 渗透蛋白衍生的9-氨基酸肽减轻α-突触核蛋白和mptp诱导的神经胶质细胞活化介导的神经炎症,保护帕金森病小鼠脑内多巴胺能神经元。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-01-26 DOI: 10.1186/s12929-026-01215-4
Kyonghwan Choe, Muhammad Tahir, Min Hwa Kang, Hyun Young Park, Riaz Ahmad, Tae Ju Park, Myeong Ok Kim

Background: Parkinson's disease (PD) is the second most common neurodegenerative disorder, categorized by the loss of dopaminergic neurons in the brain's Substantia Nigra pars compacta (SNpc) due to α-synuclein (α-syn) aggregation, leading to reduced dopamine levels in the striatum. This research study evaluates the neuroprotective potential of the novel peptide osmotin-derived 9-amino-acid (Os_9aa, C-T-Q-G-P-C-G-P-T) against α-syn (neuron-specific enolase promoter human alpha-synuclein (NSE-hαSyn)) and 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-induced PD models.

Methods: Human neuroblastoma SH-SY5Y cells were employed as an in vitro model, while NSE-hαSyn (α-synuclein) transgenic mice and MPTP-treated mice were used as in vivo models of PD. MPTP was administered intraperitoneally (30 mg/kg) once daily for five consecutive days. Mice were immunized with Os_9aa (15 mg/kg, i.p., twice weekly for five weeks), followed by behavioral assessments including open field test, wire hang test, pole test, and rotarod test, and biochemical analysis using the Triplex Assay, western blotting, and confocal microscopy.

Results: Our study demonstrated that the novel peptide Os_9aa enhanced cell viability, reduced cytotoxicity, and apoptosis in SH-SY5Y neuroblastoma cells. Os_9aa attenuated synucleinopathy-related pathology in NSE-hαSyn transgenic mice and MPTP-induced PD mouse models. Current findings also highlighted the therapeutic potential of Os_9aa in mitigating behavioral deficits observed in NSE-hαSyn and MPTP mouse models of PD. Furthermore, Os_9aa administration effectively restored key dopaminergic markers, including tyrosine hydroxylase (TH), vesicular monoamine transporter 2 (VMAT2), and dopamine transporter (DAT). Additionally, it reduced neuroinflammation by decreasing the activation of glial cells-ionized calcium-binding adaptor molecule 1 (Iba-1) and glial fibrillary acidic protein (GFAP), as well as pro-inflammatory cytokines, such as phosphorylated nuclear factor-κB (p-NF-кB), tumor necrosis factor-α (TNF-α), and interleukin-1β (IL-1β), in the striatum and SNpc regions. Furthermore, Os_9aa mitigated oxidative stress (OS) by upregulating the expression of nuclear factor erythroid-related factor 2 (Nrf-2) and heme oxygenase 1 (HO-1), and improved cognitive performance.

Conclusion: Collectively, these findings highlight the neuroprotective potential of the Os_9aa, which counteracts α-synuclein- and MPTP-induced neurotoxicity by reducing oxidative stress, glial activation, and neuroinflammation. This multifaceted protection preserves neuronal integrity in both the NSE-hαSyn transgenic and MPTP-induced PD mouse models, underscoring Os_9aa as a promising therapeutic candidate for modifying PD pathogenesis.

背景:帕金森病(PD)是第二常见的神经退行性疾病,主要表现为α-突触核蛋白(α-syn)聚集导致大脑黑质致密部(SNpc)多巴胺能神经元丢失,导致纹状体多巴胺水平降低。本研究评估了新型肽渗透蛋白衍生的9-氨基酸(Os_9aa, C-T-Q-G-P-C-G-P-T)对α-syn(神经元特异性烯醇化酶启动子人α-突触核蛋白(NSE-hαSyn))和1-甲基-4-苯基-1,2,3,6-四氢吡啶(MPTP)诱导的PD模型的神经保护作用。方法:以人神经母细胞瘤SH-SY5Y细胞为体外模型,以NSE-hαSyn (α-synuclein)转基因小鼠和mptp处理小鼠为PD的体内模型。MPTP腹腔注射(30 mg/kg),每日1次,连续5天。小鼠注射Os_9aa (15 mg/kg, ig,每周2次,共5周)免疫,进行行为学评价,包括开场试验、吊丝试验、杆试验和旋转杆试验,并采用三联法、western blotting和共聚焦显微镜进行生化分析。结果:我们的研究表明,新型肽Os_9aa增强了SH-SY5Y神经母细胞瘤细胞的活力,降低了细胞毒性和凋亡。Os_9aa减轻了NSE-hαSyn转基因小鼠和mptp诱导的PD小鼠模型的突触核蛋白病相关病理。目前的研究结果还强调了在nse -h - α syn和MPTP小鼠模型中观察到的Os_9aa在缓解行为缺陷方面的治疗潜力。此外,Os_9aa有效地恢复了关键的多巴胺能标志物,包括酪氨酸羟化酶(TH)、囊泡单胺转运蛋白2 (VMAT2)和多巴胺转运蛋白(DAT)。此外,它还通过降低纹状体和SNpc区域的胶质细胞电离钙结合接头分子1 (Iba-1)和胶质纤维酸性蛋白(GFAP)以及促炎细胞因子,如磷酸化核因子-κB (p-NF-кB)、肿瘤坏死因子-α (TNF-α)和白细胞介素-1β (IL-1β)的激活来减轻神经炎症。此外,Os_9aa通过上调核因子-红细胞相关因子2 (Nrf-2)和血红素加氧酶1 (HO-1)的表达,减轻氧化应激(OS),改善认知能力。结论:综上所述,这些发现突出了α-突触核蛋白和mptp诱导的神经毒性,通过减少氧化应激、神经胶质活化和神经炎症来抵消α-突触核蛋白和mptp诱导的神经毒性。这种多方面的保护在NSE-hαSyn转基因和mptp诱导的PD小鼠模型中都保持了神经元的完整性,强调了Os_9aa是一种有希望的治疗PD发病机制的候选药物。
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引用次数: 0
Targeting mechanosensitive cannabinoid receptor 1 with isoflavone prodrugs attenuates atherosclerotic endothelial dysfunction. 异黄酮前药靶向机械敏感大麻素受体1可减轻动脉粥样硬化内皮功能障碍。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-01-21 DOI: 10.1186/s12929-026-01214-5
Dai-Jung Chung, Shao-Peng Chen, Wei-Hsuan Liu, Chia-Yu Liu, Nan-Wei Su, Chen Hsu, Hsin-Ya Tsai, Kai-Chien Yang, Cho-Kai Wu, Sheng-Wei Lin, Jiun-Jie Shie, Ming-Tao Zhao, Tzu-Tang Wei

Background: Despite therapeutic advances, atherosclerosis remains a major global health challenge. Most current treatments target systemic risk factors rather than the diseased vascular wall. Our previous work identified genistein, a soy isoflavone, as a cannabinoid receptor 1 (CB1) antagonist capable of suppressing CB1-mediated vascular inflammation and atherosclerosis. However, its poor water solubility and low oral bioavailability limit clinical application.

Purpose: We aimed to develop water-soluble, orally bioavailable CB1 antagonists for atherosclerosis and to investigate the role of endothelial CB1 in hemodynamic regulation.

Methods: RNA-sequencing datasets from the NCBI GEO repository were analyzed to assess CB1 expression in atherosclerotic patients. Apolipoprotein E-deficient (Apoe-/-) mice with or without partial carotid artery ligation (PCAL) were used to model acute and chronic atherosclerosis. A cone-and-plate viscometer was employed to simulate disturbed flow. A ligand-based high-throughput virtual screening approach combined with SWEETLEAD chemical database analysis was used to discover new CB1 antagonists. A biotransformation-based strategy was used to generate isoflavone monophosphate prodrugs.

Results: We found CB1 was upregulated in atherosclerotic lesions from patients and mice, and in endothelial cells exposed to disturbed flow. Mechanistically, this was driven by ZNF610 and Spi1 binding and KLF4 dissociation at the CB1 promoter. Daidzein, a soy isoflavone structurally similar to genistein, was identified as a novel CB1 antagonist. To enhance solubility and bioavailability, we developed genistein 7-O-phosphate (G7P) and daidzein 7-O-phosphate (D7P). Pharmacological treatment with these isoflavone monophosphates or genetic CB1 ablation reversed disturbed flow-induced endothelial dysfunction and endothelial-to-mesenchymal transition (EndMT). Oral administration of G7P and D7P significantly reduced atherosclerotic plaque formation in mice.

Conclusions: This is the first study to identify transcriptional regulators that drive endothelial CB1 upregulation in response to disturbed flow. We further demonstrated that isoflavone monophosphates ameliorate disturbed flow-induced endothelial dysfunction and EndMT via CB1 inhibition, offering promising oral therapeutics for atherosclerosis.

背景:尽管治疗取得了进展,动脉粥样硬化仍然是一个主要的全球健康挑战。目前大多数治疗针对的是全身性危险因素,而不是病变血管壁。我们之前的工作发现染料木素,一种大豆异黄酮,作为一种大麻素受体1 (CB1)拮抗剂,能够抑制CB1介导的血管炎症和动脉粥样硬化。但其水溶性差,口服生物利用度低,限制了其临床应用。目的:我们旨在开发水溶性,口服生物可利用的CB1拮抗剂用于动脉粥样硬化,并研究内皮细胞CB1在血流动力学调节中的作用。方法:分析NCBI GEO库的rna测序数据集,评估动脉粥样硬化患者的CB1表达。载脂蛋白e缺乏(Apoe-/-)小鼠在部分颈动脉结扎(PCAL)或未结扎(PCAL)的情况下建立急性和慢性动脉粥样硬化模型。采用锥板粘度计模拟扰动流动。采用基于配体的高通量虚拟筛选方法结合SWEETLEAD化学数据库分析发现新的CB1拮抗剂。以生物转化为基础的策略用于生成单磷酸异黄酮前药。结果:我们发现CB1在患者和小鼠的动脉粥样硬化病变以及暴露于血流紊乱的内皮细胞中上调。在机制上,这是由ZNF610和Spi1结合以及CB1启动子处KLF4解离驱动的。大豆黄素是一种结构类似染料木黄酮的大豆异黄酮,是一种新型的CB1拮抗剂。为了提高溶解度和生物利用度,我们开发了染料木素7- o -磷酸(G7P)和大豆苷元7- o -磷酸(D7P)。这些单磷酸异黄酮药物治疗或基因CB1消融可逆转紊乱血流诱导的内皮功能障碍和内皮-间质转化(EndMT)。口服G7P和D7P可显著减少小鼠动脉粥样硬化斑块的形成。结论:这是第一个确定在血流紊乱时驱动内皮细胞CB1上调的转录调节因子的研究。我们进一步证明,单磷酸异黄酮通过抑制CB1改善了血流紊乱引起的内皮功能障碍和EndMT,为动脉粥样硬化提供了有希望的口服治疗方法。
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引用次数: 0
Mod-SE(2): a geometric deep learning framework for brain tumor classification and segmentation in MRI images. Mod-SE(2):用于MRI图像中脑肿瘤分类和分割的几何深度学习框架。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-01-12 DOI: 10.1186/s12929-025-01213-y
Clara Lavita Angelina, Fu-Ren Xiao, Sunil Vyas, Pan-Chyr Yang, Hsuan-Ting Chang, Yuan Luo

Background: Accurate classification and segmentation of brain tumors in MRI scans are essential for diagnosis and treatment planning. However, the heterogeneous morphology of brain tumors, including irregular shapes, sizes, and spatial variability, makes this task highly challenging. Traditional convolutional neural networks (CNNs) lack rotational and translational invariance, which limits their ability to generalize across different orientations.

Methods: This study introduces a geometric deep learning framework called Modified Special Euclidean (Mod-SE(2)), which integrates geometric priors to enhance spatial consistency and reduce reliance on data augmentation. By incorporating symmetry-preserving group convolutions and spatial priors, Mod-SE(2) improves the robustness in tumor classification (namely Mod-Cls-SE(2)) and segmentation (mentioned as Mod-Seg-SE(2)). Unlike conventional CNNs, geometric deep learning encodes roto-translation symmetry directly into the architecture. This addresses the spatial variability and orientation sensitivity that are common in MRI-based diagnostics. Mod-SE(2) was evaluated on three MRI datasets and two other medical image datasets for classification and segmentation tasks. It incorporates lifting layers, group convolutions, and feature recalibration. It was benchmarked against U-Net, NN U-Net, VGG16, VGG19, and ResNet architectures.

Results: Mod-Cls-SE(2) achieved an average classification accuracy of 0.914, outperforming ResNet101 with 0.682, VGG16 with 0.705, and their variants. In the binary classification of five tumor types (AVM, Meningioma, Pituitary, Metastases, and Schwannoma) from the private dataset, the model achieved an accuracy of 0.935 and a precision of 0.960 for pituitary tumors and a precision of 0.96. For segmentation tasks, Mod-Seg-SE(2) achieved a dice coefficient of 0.9503 and an IoU of 0.9616 on the BraTS2020 dataset. This result exceeds those of U-Net and NN U-Net with dice scores of 0.797 and 0.815, respectively. The model also reduced inference time and demonstrated strong computational performance.

Conclusions: Mod-SE(2) uses geometric priors to improve the spatial consistency, efficiency, and interpretability in brain tumor analysis. Its symmetry-aware design enables better generalization across tumor shapes and outperforms traditional methods across all key metrics. The Mod-SE(2) CNN ensures accurate boundary delineation, supporting neurosurgical planning, intraoperative navigation, and downstream applications such as Monte Carlo-based radiotherapy simulations and PET-MRI co-registration. Future work will extend the model to 3D volumes and validate its clinical readiness.

背景:脑肿瘤MRI扫描的准确分类和分割对诊断和治疗计划至关重要。然而,脑肿瘤的异质形态,包括不规则的形状、大小和空间可变性,使得这项任务非常具有挑战性。传统的卷积神经网络(cnn)缺乏旋转和平移不变性,这限制了它们在不同方向上的泛化能力。方法:本研究引入了一种几何深度学习框架,称为Modified Special Euclidean (Mod-SE(2)),该框架集成了几何先验,增强了空间一致性,减少了对数据增强的依赖。通过结合保持对称的群卷积和空间先验,Mod-SE(2)提高了肿瘤分类(即Mod-Cls-SE(2))和分割(称为Mod-Seg-SE(2))的鲁棒性。与传统的cnn不同,几何深度学习将旋转平移对称性直接编码到架构中。这解决了在基于mri的诊断中常见的空间变异性和方向敏感性。在三个MRI数据集和另外两个医学图像数据集上对Mod-SE(2)进行分类和分割任务的评估。它包含提升层、群卷积和特征重新校准。它针对U-Net、NN U-Net、VGG16、VGG19和ResNet架构进行了基准测试。结果:Mod-Cls-SE(2)的平均分类准确率为0.914,优于ResNet101的0.682、VGG16的0.705及其变体。在私有数据集中对五种肿瘤类型(AVM、脑膜瘤、垂体、转移瘤和神经鞘瘤)进行二值分类时,该模型对垂体肿瘤的准确率为0.935,精度为0.960,精度为0.96。对于分割任务,Mod-Seg-SE(2)在BraTS2020数据集上的dice系数为0.9503,IoU为0.9616。该结果优于U-Net和NN U-Net,分别为0.797和0.815。该模型还缩短了推理时间,显示出较强的计算性能。结论:Mod-SE(2)利用几何先验提高了脑肿瘤分析的空间一致性、效率和可解释性。其对称感知设计能够更好地实现肿瘤形状的泛化,并在所有关键指标上优于传统方法。Mod-SE(2) CNN确保了准确的边界划定,支持神经外科计划、术中导航和下游应用,如基于蒙特卡罗的放疗模拟和PET-MRI联合配准。未来的工作将扩展模型到3D体积,并验证其临床准备。
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引用次数: 0
CCL5/RANTES signaling in inflammation dysregulation after mild traumatic brain injury. CCL5/RANTES信号在轻度创伤性脑损伤后炎症失调中的作用
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-01-09 DOI: 10.1186/s12929-025-01203-0
Man-Hau Ho, Yih-Jeng Tsai, Yu-Hsuan Lee, Yi-Chen Hsieh, Chia-Hung Yen, Jia-Yi Wang, Thierry Burnouf, Chia-Yen Chen, Wen-Cheng Lin, Yun Wang, Yung-Hsiao Chiang, Barry J Hoffer, Szu-Yi Chou

Background: Mild traumatic brain injury (mTBI) is the most prevalent form of brain injury. Secondary damage following mTBI contributes to neuronal degeneration by promoting neuroinflammation, amyloid accumulation, and oxidative stress (OS). Microglia exhibit dual roles after injury, contributing to both pro-inflammatory (M1) and anti-inflammation/neuroprotective (M2) responses. Targeting microglial polarization may therefore represent a therapeutic strategy for mitigating secondary damage after TBI.

Methods: A weight-drop mTBI model (30 g, 100 cm) was applied to both C57BL/6 (wild-type) and CCL5 knockout (CCL5-KO) mice. Microglial activation was assessed at 7-, 14-, 21-, and 28-days post-injury using RT-qPCR, immunohistochemistry, and western blotting. Oxidative stress in tissue was detected by Hydroxyprobe™ labeling, ROS detection, NADPH oxidase activity assay, and antioxidant expression. Recombinant CCL5 (rCCL5) was administered intranasally to evaluate its effect on post-injury inflammation. Cortical tissue was subjected to liquid chromatography-tandem mass spectrometry (LC-MS/MS) for proteomic profiling. In vitro, BV2 microglial cells were treated with H2O2 to model OS. The effects of rCCL5 on cell viability, inflammatory gene expression, and phagocytic activity were assessed via MTT assay, immunocytochemistry, flow cytometry, and RT-qPCR. Pharmacological inhibitors targeting CCR1, CCR3, and CCR5 were used to delineate receptor-specific signaling pathways.

Results: rCCL5 significantly reduced oxidative stress in both neurons and microglia and enhanced expression of antioxidant enzymes such as GPX1, SOD1, and SOD2 in injured cortices. Proteomic analysis revealed upregulation of immune regulatory and phagocytosis-related pathways following rCCL5 treatment. In vitro, rCCL5 conferred cytoprotection against H2O2-induced cell death and promoted M2-like microglial polarization. Blockade of CCR5, but not CCR3, abrogated CCL5-induced M2 differentiation, whereas both CCR3 and CCR5 were required for enhanced phagocytosis. CCL5-induced NFATc2 activation was mediated primarily via CCR5.

Conclusions: These findings demonstrate that CCL5 modulates microglial polarization and attenuates oxidative stress in the injured brain through a CCR5-dependent mechanism. Targeting the CCL5-CCR5 signaling axis may offer a promising therapeutic strategy for improving outcomes after mTBI.

背景:轻度创伤性脑损伤(mTBI)是最常见的脑损伤形式。mTBI后的继发性损伤通过促进神经炎症、淀粉样蛋白积累和氧化应激(OS)而导致神经元变性。小胶质细胞在损伤后表现出双重作用,有助于促炎(M1)和抗炎/神经保护(M2)反应。因此,靶向小胶质细胞极化可能是减轻TBI后继发性损伤的治疗策略。方法:对C57BL/6(野生型)和CCL5敲除(CCL5- ko)小鼠均采用减重mTBI模型(30 g, 100 cm)。使用RT-qPCR、免疫组织化学和western blotting在损伤后7、14、21和28天评估小胶质细胞的激活情况。通过Hydroxyprobe™标记、ROS检测、NADPH氧化酶活性测定和抗氧化剂表达检测组织中的氧化应激。重组CCL5 (rCCL5)经鼻给药,评估其对损伤后炎症的影响。皮质组织采用液相色谱-串联质谱(LC-MS/MS)进行蛋白质组学分析。在体外,用H2O2处理BV2小胶质细胞来模拟OS。通过MTT、免疫细胞化学、流式细胞术和RT-qPCR评估rCCL5对细胞活力、炎症基因表达和吞噬活性的影响。针对CCR1、CCR3和CCR5的药物抑制剂被用来描述受体特异性信号通路。结果:rCCL5显著降低了神经元和小胶质细胞的氧化应激,增强了损伤皮质中抗氧化酶GPX1、SOD1和SOD2的表达。蛋白质组学分析显示,rCCL5治疗后免疫调节和吞噬相关途径上调。在体外,rCCL5对h2o2诱导的细胞死亡具有细胞保护作用,并促进m2样小胶质细胞极化。阻断CCR5而非CCR3可以消除ccl5诱导的M2分化,而CCR3和CCR5都是增强吞噬作用所必需的。ccl5诱导的NFATc2激活主要通过CCR5介导。结论:这些发现表明ccr5通过ccr5依赖的机制调节损伤脑的小胶质细胞极化和减轻氧化应激。靶向CCL5-CCR5信号轴可能为改善mTBI后的预后提供了一种有希望的治疗策略。
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引用次数: 0
Decoding collagen cues: the interplay of integrins and discoidin domain receptors in health and disease. 解码胶原蛋白线索:整合素和盘状蛋白结构域受体在健康和疾病中的相互作用。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-01-06 DOI: 10.1186/s12929-025-01211-0
Paola Trono, Ilenia Masi, Flavia Ottavi, Laura Rosanò

The extracellular matrix (ECM) provides critical biochemical and biophysical cues that regulate cell behavior in health and disease. Collagens dominate in abundance and structural importance, shaping tissue-specific ECM signatures that guide cellular behavior. Two major and distinct transmembrane receptor families, integrins and discoidin domain receptors (DDRs), serve as primary sensors for collagens, yet they employ fundamentally distinct binding mechanisms and signaling kinetics. While both can activate shared downstream pathways, their functional interplay remains complex and context-dependent, with the potential to fine-tune cellular responses to ECM cues. This review deciphers the nuanced crosstalk between integrin β1 and DDRs, with a particular focus on the understudied DDR2, across physiological and pathological processes. We discuss how this interplay, which evolves from cooperative to compensatory or even antagonistic signaling, is influenced by variables,  such as tissue specificity, developmental timing, and pathological context, dictating cell adhesion, migration, and ECM remodeling. Key examples include DDRs acting as allosteric regulators to license integrin activation, their partnership in mechanotransduction during development, and their divergent roles in aging tissues, where altered collagen mechanics shift the receptor hierarchy. In pathology, the DDR-integrin axis is pivotal in fibrosis and cancer, influencing fibroblast activation, drug resistance, metastatic outgrowth, and immune suppression within the tumor microenvironment. Notably, the receptors can function both independently and synergistically; for instance, DDR2 in cancer-associated fibroblasts regulates integrin-mediated mechanosignaling to promote metastasis, while in other contexts, both receptors activate distinct survival pathways. Understanding the signaling dynamics and mechanisms of these receptors is necessary for deciphering how cells interpret ECM signals and how these mechanisms contribute to disease progression, especially in those diseases marked by collagen remodeling. This comprehension is crucial for developing novel therapeutic strategies. Emerging evidence suggests that combined targeting DDRs and integrins can synergistically overcome ECM-mediated therapy resistance, enhance immune infiltration, and reprogram pathological microenvironments, offering a promising approach for treating fibrosis and collagen-rich cancers.

细胞外基质(ECM)提供关键的生化和生物物理线索,调节健康和疾病中的细胞行为。胶原蛋白在丰度和结构重要性上占主导地位,形成指导细胞行为的组织特异性ECM特征。整合素和盘状蛋白结构域受体(ddr)是两种主要的跨膜受体家族,它们是胶原的主要传感器,但它们的结合机制和信号动力学却截然不同。虽然两者都可以激活共享的下游通路,但它们的功能相互作用仍然复杂且依赖于环境,具有微调细胞对ECM信号的反应的潜力。这篇综述解读了整合素β1和ddr之间微妙的串扰,特别关注了未被充分研究的DDR2,跨越生理和病理过程。我们讨论了这种从合作信号到代偿甚至拮抗信号的相互作用是如何受到组织特异性、发育时间和病理背景等变量的影响的,这些变量决定了细胞粘附、迁移和ECM重塑。关键的例子包括ddr作为整联素激活的变构调节因子,它们在发育过程中的机械转导伙伴关系,以及它们在衰老组织中的不同作用,其中改变的胶原力学改变了受体等级。在病理学上,ddr -整合素轴在纤维化和癌症中起关键作用,影响肿瘤微环境中的成纤维细胞活化、耐药性、转移性生长和免疫抑制。值得注意的是,这些受体既可以独立发挥作用,也可以协同发挥作用;例如,癌症相关成纤维细胞中的DDR2调节整合素介导的机械信号传导以促进转移,而在其他情况下,这两种受体激活不同的生存途径。了解这些受体的信号动力学和机制对于解释细胞如何解释ECM信号以及这些机制如何促进疾病进展是必要的,特别是在那些以胶原重塑为标志的疾病中。这种理解对于开发新的治疗策略至关重要。新出现的证据表明,联合靶向ddr和整合素可以协同克服ecm介导的治疗耐药,增强免疫浸润,并重新编程病理微环境,为治疗纤维化和富含胶原蛋白的癌症提供了一种有希望的方法。
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引用次数: 0
Tumor-on-chip's alliance with molecular pathology against metastatic disease. 肿瘤芯片与分子病理学对抗转移性疾病的联盟。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-01-06 DOI: 10.1186/s12929-025-01209-8
Emma Di Carlo

Background: Cancer is the second leading cause of death worldwide. While significant progress has been made in early detection and treatment, metastasis remains the major cause of cancer-related morbidity and mortality. In the last decade the rate of long-term survivorship of metastatic cancer has continued to improve and overcoming resistance to therapy has now become a challenge. Developing strategies to prevent and treat metastatic disease is a priority for public health and requires a thorough understanding of the mechanisms driving progression of a specific patient's tumor and the rapid identification of targetable cancer drivers and drug resistance genes.

Discussion: Custom bioprinted tumors, which recreate the interactions between tumors and surrounding tissues, can be integrated into organ-on-chip platforms, and leveraging molecular pathology and OMICS data, can provide highly realistic patient-specific models. These biomimetic tools enable the investigation of metastasis organotropism, the identification of therapeutic targets and the design of drug administration protocols to prevent metastasis and to overcome resistance. Benefits, limitations, and challenges to address for an efficient and routine application of this cutting-edge approach, together with the role of Artificial-Intelligence (AI) in managing the complex datasets generated by OMICS technologies will be highlighted in this review, as well as their real-life implications and evolutionary prospects.

Conclusion: Applying patient-derived bioprinted tumors and organs for clinical purpose and developing standardized 4D and 5D bioprinting protocols would allow assessment of cancer response to treatments in a dynamic and faithfully reconstructed microenvironment. Integration of advanced molecular diagnostics and multi-OMICS data, with customized small-scale tumor models, assisted by AI-powered tools, requires a multidisciplinary framework. This integrated approach can upgrade clinical management of metastatic diseases, by accelerating the identification of actionable biomarkers and resistance mechanisms for timely therapy adjustments, thus enabling tailored treatment regimens based on individual tumor behavior.

背景:癌症是全球第二大死因。虽然在早期发现和治疗方面取得了重大进展,但转移仍然是癌症相关发病率和死亡率的主要原因。在过去的十年中,转移性癌症的长期生存率持续提高,克服对治疗的耐药性现在已成为一个挑战。制定预防和治疗转移性疾病的策略是公共卫生的优先事项,需要对驱动特定患者肿瘤进展的机制有透彻的了解,并快速识别可靶向的癌症驱动因素和耐药基因。讨论:定制生物打印肿瘤,可以重建肿瘤与周围组织之间的相互作用,可以集成到器官芯片平台上,利用分子病理学和组学数据,可以提供高度真实的患者特异性模型。这些仿生工具能够研究转移的器官亲和性,确定治疗靶点和设计药物给药方案,以防止转移和克服耐药性。在这篇综述中,将重点介绍这种前沿方法的有效和常规应用的好处、限制和挑战,以及人工智能(AI)在管理OMICS技术产生的复杂数据集方面的作用,以及它们的现实意义和进化前景。结论:将患者来源的生物打印肿瘤和器官用于临床目的,并制定标准化的4D和5D生物打印方案,可以在动态和忠实重建的微环境中评估癌症对治疗的反应。在人工智能工具的辅助下,将先进的分子诊断和多组学数据与定制的小规模肿瘤模型相结合,需要一个多学科框架。通过加速识别可操作的生物标志物和耐药机制,及时调整治疗,从而根据个体肿瘤行为制定量身定制的治疗方案,这种综合方法可以升级转移性疾病的临床管理。
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引用次数: 0
PHGDH at the crossroads: metabolic plasticity, metastatic paradoxes, and therapeutic reconnaissance in cancer. 十字路口的PHGDH:代谢可塑性、转移悖论和癌症治疗侦察。
IF 12.1 2区 医学 Q1 CELL BIOLOGY Pub Date : 2026-01-05 DOI: 10.1186/s12929-025-01205-y
Liang Hao, Bai-Qiang Li, Shi-Yang Lu, Zhong-Cai An, Zheng-Yuan Yin, Zhen-Xian Du, Hua-Qin Wang

Phosphoglycerate dehydrogenase (PHGDH), the rate-limiting enzyme of the serine biosynthesis pathway (SSP), is a central metabolic hub and multifunctional oncoprotein that drives tumorigenesis through both canonical and non-canonical mechanisms. This review outlines the multi-level regulation of PHGDH, covering epigenetic remodeling (DNA hypomethylation, H3K4me3/H3K36me3 dynamics), transcriptional control (ATF4, MYC, EWS-FLI1), post-transcriptional fine-tuning (m6A/m5C modifications, RNA-binding proteins), and post-translational modifications (ubiquitination, methylation, phosphorylation). Together, these regulatory layers allow cancer cells to adapt metabolically to microenvironmental stress. Beyond its fundamental role in supplying nucleotides, maintaining redox homeostasis, and supporting one-carbon metabolism, PHGDH also performs moonlighting function. For example, its translocation to the nucleus inhibits PARP1 to sustain oncogenic transcription, while its presence in mitochondria helps remodel electron transport chains to promote metastasis. Critically, PHGDH exhibits a therapeutic paradox wherein its inhibition can synergize with chemotherapy, radiotherapy, and immunotherapy across diverse malignancies, yet tumors develop resistance via metabolic plasticity, or by selection of PHGDH-low metastatic clones. The clinical translation of PHGDH inhibitors is further challenged by inherent neurotoxicity risks, as neurons rely on de novo serine synthesis. To address these challenges, we propose a precision roadmap that integrates spatial multi-omics, AI-driven allosteric inhibitor design, dynamic biosensing (e.g., 18F-metabolite PET), and biomarker-stratified clinical trials. By reconciling the dual nature of PHGDH biology, we can transform this metabolic linchpin from a confounding paradox into a clinically actionable vulnerability.

磷酸甘油酸脱氢酶(PHGDH)是丝氨酸生物合成途径(SSP)的限速酶,是一个中心代谢枢纽和多功能癌蛋白,通过典型和非典型机制驱动肿瘤发生。本文概述了PHGDH的多层次调控,包括表观遗传重塑(DNA低甲基化,H3K4me3/H3K36me3动力学),转录控制(ATF4, MYC, EWS-FLI1),转录后微调(m6A/m5C修饰,rna结合蛋白)和翻译后修饰(泛素化,甲基化,磷酸化)。总之,这些调节层允许癌细胞代谢适应微环境压力。除了提供核苷酸、维持氧化还原稳态和支持单碳代谢的基本作用外,PHGDH还具有兼职功能。例如,它在细胞核中的易位抑制PARP1维持致癌转录,而它在线粒体中的存在有助于重塑电子传递链以促进转移。关键的是,PHGDH在治疗中表现出一种悖论,即它的抑制作用可以与化疗、放疗和免疫疗法协同作用于各种恶性肿瘤,但肿瘤通过代谢可塑性或通过选择PHGDH低转移性克隆产生耐药性。由于神经元依赖于重新合成丝氨酸,因此PHGDH抑制剂的临床翻译进一步受到固有神经毒性风险的挑战。为了应对这些挑战,我们提出了一个精确的路线图,该路线图整合了空间多组学、人工智能驱动的变构抑制剂设计、动态生物传感(例如18f代谢物PET)和生物标志物分层临床试验。通过协调PHGDH生物学的双重性质,我们可以将这种代谢关键从一个令人困惑的悖论转变为临床可操作的脆弱性。
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引用次数: 0
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