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Contactless calibration of microchanneled AFM cantilevers for fluidic force microscopy 流体力显微镜用微通道AFM悬臂梁的非接触标定
IF 8.6 4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-11-23 DOI: 10.1002/viw.20230063
Sebastian Sittl, Nicolas Helfricht, Georg Papastavrou
Atomic force microscopy (AFM) is an analytical technique that is increasingly utilized to determine interaction forces on the colloidal and cellular level. Fluidic force microscopy, also called FluidFM, became a vital tool for biomedical applications. FluidFM combines AFM and nanofluidics by means of a microchanneled cantilever that bears an aperture instead of a tip at its end. Thereby, single colloids or cells can be aspirated and immobilized to the cantilever, for example, to determine adhesion forces. To allow for quantitative measurements, the so-called (inverse) optical lever sensitivity (OLS and InvOLS, respectively) must be determined, which is typically done in a separate set of measurements on a hard, non-deformable substrate. Here, we present a different approach that is entirely based on hydrodynamic principles and does make use of the internal microfluidic channel of a FluidFM-cantilever and an external pressure control. Thereby, a contact-free calibration of the (inverse) optical lever sensitivity (InvOLS) becomes possible in under a minute. A quantitative model based on the thrust equation, which is well-known in avionics, and finite element simulations, is provided to describe the deflection of the cantilever as a function of the externally applied pressure. A comparison between the classical and the here-presented hydrodynamic method demonstrates equal accuracy.
原子力显微镜(AFM)是一种分析技术,越来越多地用于确定胶体和细胞水平上的相互作用力。流体力显微镜,也称为FluidFM,成为生物医学应用的重要工具。FluidFM通过微通道悬臂结合了AFM和纳米流体学,该悬臂在其末端带有孔径而不是尖端。因此,单个胶体或细胞可以被抽吸并固定到悬臂上,例如,以确定粘附力。为了进行定量测量,必须确定所谓的(逆)光学杠杆灵敏度(分别为OLS和InvOLS),这通常是在硬的、不可变形的基板上进行的一组单独的测量。在这里,我们提出了一种完全基于流体动力学原理的不同方法,并利用了fluidfm悬臂梁的内部微流体通道和外部压力控制。因此,(逆)光学杠杆灵敏度(InvOLS)的无接触校准在一分钟内成为可能。基于航空电子中众所周知的推力方程和有限元模拟,提供了一个定量模型来描述悬臂梁的挠度作为外部施加压力的函数。本文所提出的水动力方法与经典方法的比较表明,二者具有相同的精度。
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引用次数: 0
A self-evaluated predictive model: A Bayesian neural network approach to colorectal cancer diagnosis 自评估预测模型:贝叶斯神经网络在结直肠癌诊断中的应用
IF 8.6 4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-11-16 DOI: 10.1002/viw.20230050
Jie Guo, Zihao Wu, Yin Jia, Hongwei Cao, Qin Qin, Tingting Sun, Xinru Zhou, Xue Pan, Cheng Hua, Chuanbin Mao, Shanrong Liu
Artificial intelligence has shown immense potential in cancer prediction, but existing models cannot estimate prediction uncertainty by themselves. Here, we developed a Bayesian neural network (BNN) model, BNN‐CRC15, for colorectal cancer (CRC) prediction while assessing its reliability. The model was trained on routine laboratory data obtained from 27,911 participants and provided quantified prediction uncertainty, allowing identification of a subset of participants in which the model was confident, mimicking the diagnostic process of human practitioners. Our model exhibited superior performance (area under the curve = 0.918) in the confident participant group, which accounted for 46.4% of the patients, indicating that routine laboratory data alone are sufficient for accurate predictions in this subset. For the non‐confident group, further advanced tests, such as colonoscopy, could be recommended to achieve more accurate predictions. In addition, our model demonstrated superior overall accuracy (0.848) in all patients, outperforming other five traditional algorithms (extreme gradient boosting, support vector machine, logistic regression, random forest, and artificial neural network) and fecal immunochemical test in distinguishing CRC from non‐CRC. These findings suggest that our BNN‐CRC15 model could serve as a valuable tool for improving CRC diagnosis and prevention.
人工智能在癌症预测方面显示出巨大的潜力,但现有模型无法自行估计预测的不确定性。在这里,我们开发了一个贝叶斯神经网络(BNN)模型BNN- crc15,用于预测结直肠癌(CRC)并评估其可靠性。该模型根据27,911名参与者的常规实验室数据进行训练,并提供量化的预测不确定性,从而可以识别出模型有信心的参与者子集,模拟人类从业者的诊断过程。我们的模型在占46.4%的自信参与者组中表现优异(曲线下面积= 0.918),表明仅常规实验室数据就足以对该子集进行准确预测。对于不自信的人群,可以建议进行进一步的高级检查,如结肠镜检查,以获得更准确的预测。此外,我们的模型在所有患者中显示出优越的总体准确率(0.848),优于其他五种传统算法(极端梯度增强、支持向量机、逻辑回归、随机森林和人工神经网络)和粪便免疫化学测试在区分结直肠癌和非结直肠癌方面。这些发现表明我们的BNN-CRC15模型可以作为改善CRC诊断和预防的有价值的工具。
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引用次数: 0
Pancreatic cancer cell line in responsive hydrogel microcapsules for drug evaluation 反应性水凝胶微胶囊用于胰腺癌细胞系的药物评价
IF 8.6 4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-11-15 DOI: 10.1002/viw.20230048
Taiyu Song, Hui Zhang, Guangling Liu, Yudong Qiu, Huan Wang
Drug therapies are the cornerstone of systemic treatment for pancreatic cancer patients. However, the relative outcome of drug evaluation is often hampered by the complex microenvironment of pancreatic cancer due to the lack of reasonable tumor models. Here, we proposed a novel platform that integrated pancreatic adenocarcinoma cells encapsulated into hydrogel microcapsules for three-dimensional (3D) tumor cultivation and antitumor agent evaluation. These hydrogel microcapsules contain alginate/poly (N-isopropyl acrylamide) (alginate/PNIPAM) shells and carboxymethyl cellulose cores, which are generated through the microfluidic electrospray technique. The microcapsules have the feature of rapid response to temperature, by which they can regulate the internal pressure environment. Besides, benefiting from good monodispersity, precise size control, and biocompatibility of these microcapsules, these wrapped tumor cells have the capacity for proliferating spontaneously and forming 3D tumor spheroids with good cell viability. We have demonstrated that pancreatic adenocarcinoma cells encapsulated in the composite microcapsules with different PNIPAM concentrations showed different drug sensitivity, which could be ascribed to the influence of external pressures environment. These results indicate that the tumor spheroids coated in these responsive microcapsules have great potential in the analysis of antitumor drug sensitivity.
药物治疗是胰腺癌患者全身治疗的基石。然而,由于缺乏合理的肿瘤模型,胰腺癌复杂的微环境往往阻碍了药物评价的相对结果。在这里,我们提出了一种新的平台,将胰腺腺癌细胞包裹在水凝胶微胶囊中,用于三维肿瘤培养和抗肿瘤药物评估。这些水凝胶微胶囊含有海藻酸盐/聚(n -异丙基丙烯酰胺)(海藻酸盐/PNIPAM)外壳和羧甲基纤维素芯,它们是通过微流控电喷雾技术产生的。微胶囊具有对温度的快速响应特性,可以调节内部压力环境。此外,得益于这些微胶囊良好的单分散性、精确的尺寸控制和生物相容性,这些被包裹的肿瘤细胞具有自发增殖的能力,形成具有良好细胞活力的三维肿瘤球体。我们已经证明,不同浓度PNIPAM复合微胶囊包被的胰腺腺癌细胞表现出不同的药物敏感性,这可能归因于外部压力环境的影响。这些结果表明,这些反应性微胶囊包被的肿瘤球体在抗肿瘤药物敏感性分析中具有很大的潜力。
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引用次数: 0
Visualizing reactive astrocytes: Positron emission tomography imaging ligands for imidazoline‐2 binding sites 可视化活性星形胶质细胞:咪唑啉- 2结合位点的正电子发射断层成像配体
4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-11-09 DOI: 10.1002/viw.20230037
Wanqing Li, Yuqing Qiao, Jiahui Chen, Yinlong Li, Xiaoyu Du, Steven H. Liang, Hualong Fu
Abstract Imidazoline‐2 binding sites (I 2 BS) exhibit specific expression in reactive astrocytes of the brain and are implicated in various pathophysiological processes, including analgesia, inflammation, Alzheimer's disease, Parkinson's disease, and glial tumors. However, the lack of available protein structural data poses a challenge in the exploration of I 2 BS functions and pharmacological characterizations, indicating the need for the discovery of selective ligands. As a non‐invasive and translational molecular imaging tool, positron emission tomography (PET) has found wide application in clinical diagnosis and drug discovery. Consequently, several PET ligands have been developed to “visualize” I 2 BS in the living brain, thereby elucidating the biological implications of I 2 BS and facilitating I 2 BS‐directed drug development. This review offers a comprehensive update on I 2 BS PET ligands, with a focus on their chemotypes and PET imaging outcomes. Furthermore, the review provides a summary of recent I 2 BS drug discoveries, which could serve as a catalyst for the development of more potent PET ligands.
咪唑啉- 2结合位点(i2bs)在脑反应性星形胶质细胞中表现出特异性表达,并涉及多种病理生理过程,包括镇痛、炎症、阿尔茨海默病、帕金森病和神经胶质肿瘤。然而,缺乏可用的蛋白质结构数据对i2bs功能和药理特性的探索提出了挑战,这表明需要发现选择性配体。正电子发射断层扫描(PET)作为一种非侵入性、可平移的分子成像工具,在临床诊断和药物研发中有着广泛的应用。因此,已经开发了几种PET配体来“可视化”活体大脑中的i2bs,从而阐明了i2bs的生物学意义,并促进了i2bs导向的药物开发。这篇综述提供了i2bs PET配体的全面更新,重点是它们的化学型和PET成像结果。此外,本文还总结了最近的i2bs药物发现,这些发现可以作为开发更有效的PET配体的催化剂。
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引用次数: 0
Portable non‐enzymatic electrochemical biosensor based on caffeine for Alzheimer's disease diagnosis 基于咖啡因的便携式非酶电化学生物传感器用于阿尔茨海默病诊断
4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-10-13 DOI: 10.1002/viw.20230052
Xindan Zhang, Audrey Wang, Chaojie Wang, Xiaoying Tang, Zhenqi Jiang, Jieling Qin
Abstract Caffeine and its derivatives can effectively bind amyloid beta 16–22 (Aβ 16–22 ) fragment of amyloid beta 1–42 (Aβ 1–42 ), a biomarker for the early diagnosis of Alzheimer's disease (AD), by means of conformation selection, π–π stacking, van der Waals forces, and hydrogen bonding, so as to achieve high specificity and quantitative detection of Aβ 1–42 . In this study, 3‐mercaptopropionic acid (MPA), conductive polymer poly(thiophene‐3‐acetic acid) (PTAA), and pine‐like/Au pine PTAA (pine PTAA) were applied to modify the electrodes, and the non‐enzymatic caffeine was used as specific biorecognition element to study the analytical performance of the electrochemical sensor platform for Aβ 1–42 oligomer (AβO). It was found that caffeine/pine PTAA‐based sensor with large surface area, high active sites, and excellent electrical conductivity demonstrated the widest linear range (10 −8 to 100 nM) and highest sensitivity (743.77 Ω/log nM) in comparison. The prepared caffeine‐based sensor was afterward applied to cerebrospinal fluid and blood tests for real sample analysis, demonstrating its potential for practical use in detecting AβO at the attomolar level. Furthermore, the non‐enzymatic caffeine was constructed on the pine‐like PTAA‐modified screen‐printed electrodes for the rapid detection of AβO using portable meter.
咖啡因及其衍生物可通过构象选择、π -π叠加、范德华力和氢键等手段,有效结合阿尔茨海默病(AD)早期诊断生物标志物β 1-42 (a β 1-42)的β 16-22 (a β 16-22)片段,实现对β 1-42的高特异性和定量检测。本研究采用3 -巯基丙酸(MPA)、导电聚合物聚噻吩- 3 -乙酸(PTAA)、类松/Au松PTAA (pine PTAA)对电极进行修饰,并以非酶性咖啡因作为特异性生物识别元件,研究了电化学传感器平台对Aβ 1-42低聚物(Aβ o)的分析性能。结果表明,基于咖啡因/松树PTAA的传感器具有较大的表面积、较高的活性位点和优异的导电性,具有最宽的线性范围(10−8 ~ 100 nM)和最高的灵敏度(743.77 Ω/log nM)。所制备的基于咖啡因的传感器随后应用于脑脊液和血液测试,用于实际样品分析,证明了其在检测原子摩尔水平上的AβO的实际应用潜力。此外,将无酶咖啡因构建在PTAA修饰的松状丝网印刷电极上,用于便携式仪器快速检测AβO。
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引用次数: 0
Alginate supramolecular hydrogels based on viologen and cucurbit[8]uril: Host‐induced caveolae‐mediated endocytosis to white blood cancer cells 基于紫紫素和葫芦素的海藻酸盐超分子水凝胶[8]。宿主诱导的小泡介导的白细胞内吞作用
4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-10-13 DOI: 10.1002/viw.20230058
Falguni Chandra, Maria Bykova, Vijo Poulose, Paltan Laha, Alina Aktanova, Olga Boeva, Margarita Barkovskaya, Ekaterina Pashkina, Na'il Saleh
Abstract The cellular uptake of drug carriers to the cytosol of a specific cell remains challenging, and a non‐classical supramolecular strategy is motivated. Here, we select a model host–guest complex in which a diamino‐viologen (1,1′‐bis(4‐aminophenyl)‐[4,4′‐bipyridine]−1,1′‐diium dichloride [VG]) fluorescent tag was engulfed by cucurbit[8]uril (CB8) and covalently linked to alginate polysaccharides (alginic acid [ALG]) as the modified drug vehicle. When adsorbed on the ALG surface, the encapsulation of VG was first confirmed utilizing Fourier transform infrared and nuclear magnetic resonance spectroscopic methods. Solid optical measurements (diffuse reflectance spectroscopy, photoluminescence, and time‐resolved photoluminescence) revealed emissive materials at around 650 nm and that CB8 enhanced the rigidity of the modified hydrogel. The molar composition of 2:1 for the complexation of VG to CB8 on the alginate surface and the thermal stabilities were also confirmed using thermogravimetric analysis and differential scanning calorimetry techniques. CB8 induced a dramatic decrease in the average size of the VGALG polysaccharides from 485 to 165 nm and a turnover in their charge from –19.8 to +14.4 mV. Flow cytometry with inhibitors of various endocytosis pathways was employed to track the cellular uptake across different blood cell types: human T‐cell leukemia 1301 and peripheral blood mononuclear cells. Noticeably, complexation of VG with the CB8 host on top of the sugar platform dramatically enhanced the internalization into 1301 cells (viz. from 1% to 99%) at a concentration of 1.8 mg/mL via caveolae‐mediated endocytosis because of the size reduction, turnover in the charge from negative to positive, and rigidity induction. These observations reveal a more profound understanding of the macrocyclic effects on drug delivery.
药物载体的细胞摄取到特定细胞的细胞质仍然具有挑战性,并且激发了非经典的超分子策略。在这里,我们选择了一个模型主-客体复合物,其中二氨基-紫素(1,1 ' -双(4 -氨基苯基)-[4,4 ' -联吡啶]- 1,1 ' -二氯化二钠[VG])荧光标签被葫芦[8]脲(CB8)吞噬,并与海藻酸多糖(海藻酸[ALG])共价连接,作为修饰的药物载体。当VG吸附在ALG表面时,利用傅里叶变换红外和核磁共振波谱方法首次证实了VG的包封性。固体光学测量(漫反射光谱、光致发光和时间分辨光致发光)显示,在650 nm左右发射材料,并且CB8增强了改性水凝胶的刚性。通过热重分析和差示扫描量热技术,确定了VG与CB8在海藻酸盐表面络合的摩尔组成为2:1,热稳定性。CB8诱导VGALG多糖的平均尺寸从485 nm急剧减小到165 nm,电荷从-19.8 mV转换到+14.4 mV。流式细胞术采用各种内吞途径抑制剂来跟踪不同血细胞类型的细胞摄取:人T细胞白血病1301和外周血单核细胞。值得注意的是,VG与CB8宿主在糖平台上的络合,通过小泡介导的内吞作用,在1.8 mg/mL的浓度下,通过体积减小、电荷由负向正转换和刚性诱导,显著增强了1301个细胞的内化(即从1%到99%)。这些观察结果揭示了对大环对药物传递的影响的更深刻的理解。
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引用次数: 0
Back Cover: Value of [68Ga]Ga‐FAPI‐04 PET imaging in acute coronary syndrome complicated by suspected gastrointestinal malignancies (View 5/2023) [68Ga]Ga‐FAPI‐04 PET成像在急性冠状动脉综合征合并疑似胃肠道恶性肿瘤中的价值(View 5/2023)
4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-10-01 DOI: 10.1002/viw2.317
Mingzhen Ying, Qinqin Yang, Xudong Xu, Shengyong Wu, Wei Yin, Siyu Liang, Guixia Pan, Changjing Zuo, Zhifu Guo, Chao Cheng, Suxuan Liu
In article number 20230018, Suxuan Liu, Chao Cheng and their co-workers have showed that Ga-FAPI-04 PET imaging sheds new light on cardiovascular diseases combined with gastrointestinal malignancies.
在文章编号20230018中,刘苏轩、程超和他们的同事发现Ga-FAPI-04 PET成像为心血管疾病合并胃肠道恶性肿瘤提供了新的视角。
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引用次数: 0
The application advances of dendrimers in biomedical field 树状大分子在生物医学领域的应用进展
4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-09-18 DOI: 10.1002/viw.20230023
Longjie Li, Yukai Deng, Yonghui Zeng, Bei Yan, Yulian Deng, Ziyang Zheng, Siqi Li, Yuhang Yang, Jinwei Hao, Xianjin Xiao, Xinyu Wang
Abstract Dendrimers are a family of nano‐sized three‐dimensional polymers with unique dendritic branching structures and compact spherical geometries. In recent years, dendrimers have made a series of breakthroughs in the biomedical field. In this review, we introduce the synthesis principles, modification methods, and new materials designed based on dendrimers; discuss the importance of cytotoxicity of dendrimers for applications; and elaborate on their applications in the field of molecular assembly and cancer diagnosis and treatment. We speculate that in the near future, more new materials based on dendrimers will be applied in the biomedical field.
树状大分子是一类具有独特枝状分支结构和紧凑的球形几何形状的纳米级三维聚合物。近年来,树突状分子在生物医学领域取得了一系列突破。本文主要介绍了树状大分子的合成原理、改性方法以及基于树状大分子设计的新材料;讨论了树状大分子细胞毒性在应用中的重要性;并详细阐述了它们在分子组装和癌症诊断与治疗领域的应用。我们推测,在不久的将来,更多基于树状大分子的新材料将应用于生物医学领域。
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引用次数: 0
Back Cover: CBT‐Cys click reaction for optical bioimaging in vivo (View 4/2023) 封底:体内光学生物成像的CBT‐Cys点击反应(View 4/2023)
4区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2023-08-01 DOI: 10.1002/viw2.310
Xinyi Hu, Runqun Tang, Lin Bai, Songqin Liu, Gaolin Liang, Xianbao Sun
To address the significance and recent breakthroughs of smart CBT-Cys probes for enhanced optical imaging of tumors/other diseases, Gaolin Liang, Xianbao Sun and their co-workers herein propose this mini-review(article number 20220065), in which advances (particularly in recent five years) and potential challenges (or chances) in this field are emphasized.
针对智能CBT-Cys探针在增强肿瘤/其他疾病光学成像方面的重要意义和最新突破,梁高林、孙先宝及其同事在此提出了这篇小综述(文章号:20220065),其中强调了该领域的进展(特别是近五年)和潜在的挑战(或机遇)。
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引用次数: 0
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