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Deep Learning and Hyperspectral Imaging for Liver Cancer Staging and Cirrhosis Differentiation.
Pub Date : 2025-01-28 DOI: 10.1002/jbio.202400557
Tianyi Hang, Danfeng Fan, Tiefeng Sun, Zhengyuan Chen, Xiaoqing Yang, Xiaoqing Yue

Liver malignancies, particularly hepatocellular carcinoma (HCC), pose a formidable global health challenge. Conventional diagnostic techniques frequently fall short in precision, especially at advanced HCC stages. In response, we have developed a novel diagnostic strategy that integrates hyperspectral imaging with deep learning. This innovative approach captures detailed spectral data from tissue samples, pinpointing subtle cellular differences that elude traditional methods. A sophisticated deep convolutional neural network processes this data, effectively distinguishing high-grade liver cancer from cirrhosis with an accuracy of 89.45%, a sensitivity of 90.29%, and a specificity of 88.64%. For HCC differentiation specifically, it achieves an impressive accuracy of 93.73%, sensitivity of 92.53%, and specificity of 90.07%. Our results underscore the potential of this technique as a precise, rapid, and non-invasive diagnostic tool that surpasses existing clinical methods in staging liver cancer and differentiating cirrhosis.

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引用次数: 0
Wearable Multimodal Optical Analyzers: Physiological Variability and Reproducibility of Measurements.
Pub Date : 2025-01-28 DOI: 10.1002/jbio.202400527
Yu I Loktionova, E V Zharkikh, V E Parshakova, V V Sidorov, A V Dunaev

The work is devoted to the study of the physiological variability of the microcirculatory-tissue system (MTS) parameters under normal conditions and during functional tests. The results were obtained in vivo using multimodal wearable analyzers implementing methods of laser Doppler flowmetry and fluorescence spectroscopy. Comprehensive data analysis and calculation of the coefficients of variation of the MTS parameters of the human body for various topographic and anatomical areas of the skin were carried out. The obtained results showed higher values of the coefficient of variation of MTS parameters in the area of the toes and wrists, while the fingers and forehead skin showed lower levers of variation. In all areas of the study, reproducibility of the parameters obtained for the right and left areas of the study is observed.

{"title":"Wearable Multimodal Optical Analyzers: Physiological Variability and Reproducibility of Measurements.","authors":"Yu I Loktionova, E V Zharkikh, V E Parshakova, V V Sidorov, A V Dunaev","doi":"10.1002/jbio.202400527","DOIUrl":"https://doi.org/10.1002/jbio.202400527","url":null,"abstract":"<p><p>The work is devoted to the study of the physiological variability of the microcirculatory-tissue system (MTS) parameters under normal conditions and during functional tests. The results were obtained in vivo using multimodal wearable analyzers implementing methods of laser Doppler flowmetry and fluorescence spectroscopy. Comprehensive data analysis and calculation of the coefficients of variation of the MTS parameters of the human body for various topographic and anatomical areas of the skin were carried out. The obtained results showed higher values of the coefficient of variation of MTS parameters in the area of the toes and wrists, while the fingers and forehead skin showed lower levers of variation. In all areas of the study, reproducibility of the parameters obtained for the right and left areas of the study is observed.</p>","PeriodicalId":94068,"journal":{"name":"Journal of biophotonics","volume":" ","pages":"e202400527"},"PeriodicalIF":0.0,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143061773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diabetes Mellitus Impairs Blood-Brain Barrier Integrality and Microglial Reactivity.
Pub Date : 2025-01-27 DOI: 10.1002/jbio.202400482
Shaojun Liu, Jie Hao, Tingting Yu, Valery V Tuchin, Junming Li, Dongyu Li, Dan Zhu

Diabetes mellitus (DM), a chronic metabolic disorder that adversely affects the blood-brain barrier (BBB) and microglial function in the central nervous system (CNS), contributing to neuronal damage and neurodegenerative diseases. However, the underlying molecular mechanisms linking diabetes to BBB dysfunction and microglial dysregulation remain poorly understood. Here, we assessed the impacts of diabetes on BBB and microglial reactivity and investigated its mechanisms. We found diabetes severely disrupted the BBB integrity and microglial response to vascular injury. We also revealed a potential relationship between BBB disruption and impaired microglial function, whereby increasing BBB permeability led to a downregulation of microglial P2RY12 expression, thereby impairing microglial protection against cerebrovascular injury. Understanding these mechanisms may contribute to the developing of therapeutic strategies for diabetes-related neurological complications.

{"title":"Diabetes Mellitus Impairs Blood-Brain Barrier Integrality and Microglial Reactivity.","authors":"Shaojun Liu, Jie Hao, Tingting Yu, Valery V Tuchin, Junming Li, Dongyu Li, Dan Zhu","doi":"10.1002/jbio.202400482","DOIUrl":"https://doi.org/10.1002/jbio.202400482","url":null,"abstract":"<p><p>Diabetes mellitus (DM), a chronic metabolic disorder that adversely affects the blood-brain barrier (BBB) and microglial function in the central nervous system (CNS), contributing to neuronal damage and neurodegenerative diseases. However, the underlying molecular mechanisms linking diabetes to BBB dysfunction and microglial dysregulation remain poorly understood. Here, we assessed the impacts of diabetes on BBB and microglial reactivity and investigated its mechanisms. We found diabetes severely disrupted the BBB integrity and microglial response to vascular injury. We also revealed a potential relationship between BBB disruption and impaired microglial function, whereby increasing BBB permeability led to a downregulation of microglial P2RY12 expression, thereby impairing microglial protection against cerebrovascular injury. Understanding these mechanisms may contribute to the developing of therapeutic strategies for diabetes-related neurological complications.</p>","PeriodicalId":94068,"journal":{"name":"Journal of biophotonics","volume":" ","pages":"e202400482"},"PeriodicalIF":0.0,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143054686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optical Based Methods for Water Monitoring in Biological Tissue.
Pub Date : 2025-01-24 DOI: 10.1002/jbio.202400438
Sergei Perkov, Julijana Cvjetinovic, Altynai Sydygalieva, Sergey Gorodkov, Guoqiang Li, Dmitry Gorin

Skin homeostasis is strongly dependent on its hydration levels, making skin water content measurement vital across various fields, including medicine, cosmetology, and sports science. Noninvasive diagnostic techniques are particularly relevant for clinical applications due to their minimal risk of side effects. A range of optical methods have been developed for this purpose, each with unique physical principles, advantages, and limitations. This review provides an in-depth examination of optical techniques such as diffuse reflectance spectroscopy, optoacoustic spectroscopy, optoacoustic tomography, hyperspectral imaging, and Raman spectroscopy. We explore their efficacy in noninvasive monitoring of skin hydration and edema, which is characterized by an increase in interstitial fluid. By comparing the parameters, sensitivity, and clinical applications of these techniques, this review offers a comprehensive understanding of their potential to enhance diagnostic precision and improve patient care.

{"title":"Optical Based Methods for Water Monitoring in Biological Tissue.","authors":"Sergei Perkov, Julijana Cvjetinovic, Altynai Sydygalieva, Sergey Gorodkov, Guoqiang Li, Dmitry Gorin","doi":"10.1002/jbio.202400438","DOIUrl":"https://doi.org/10.1002/jbio.202400438","url":null,"abstract":"<p><p>Skin homeostasis is strongly dependent on its hydration levels, making skin water content measurement vital across various fields, including medicine, cosmetology, and sports science. Noninvasive diagnostic techniques are particularly relevant for clinical applications due to their minimal risk of side effects. A range of optical methods have been developed for this purpose, each with unique physical principles, advantages, and limitations. This review provides an in-depth examination of optical techniques such as diffuse reflectance spectroscopy, optoacoustic spectroscopy, optoacoustic tomography, hyperspectral imaging, and Raman spectroscopy. We explore their efficacy in noninvasive monitoring of skin hydration and edema, which is characterized by an increase in interstitial fluid. By comparing the parameters, sensitivity, and clinical applications of these techniques, this review offers a comprehensive understanding of their potential to enhance diagnostic precision and improve patient care.</p>","PeriodicalId":94068,"journal":{"name":"Journal of biophotonics","volume":" ","pages":"e202400438"},"PeriodicalIF":0.0,"publicationDate":"2025-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143043746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Functional Breast Imaging: A sCMOS Camera-Based Lock-in Implementation for Dynamic Tomography.
Pub Date : 2025-01-23 DOI: 10.1002/jbio.202400473
Yujie Zheng, Limin Zhang, Weijie Song, Feng Gao, Dongyuan Liu

Diffuse optical tomography (DOT) enables the in vivo quantification of tissue chromophores, specifically the discernment of oxy- and deoxy-hemoglobin (HbO and HbR, correspondingly). This specific criterion is useful in detecting and predicting early-stage neoadjuvant breast cancer treatment response. To address the issues of the limited channels in the fiber-dependent breast DOT system and limited signal-to-noise ratio in the camera-dependent systems, we hereby present a camera-based lock-in detection scheme to achieve dynamic DOT with improved SNR, which adopted orthogonal frequency division multiplexing technology. The evaluation of the system performance was conducted on tissue phantoms and neoplastic rats, and the results show that this system boasts the capability of executing parallel measurement utilizing a camera detector, enabling the achievement of highly sensitive, and dynamic tomography for breast screening applications.

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引用次数: 0
Photobiomodulation Combined With Human Umbilical Cord Mesenchymal Stem Cells Modulates the Polarization of Microglia. 光生物调节联合人脐带间充质干细胞对小胶质细胞极化的调节。
Pub Date : 2025-01-22 DOI: 10.1002/jbio.202400468
Chunyan Ma, Hongyu Zhu, Yuanhao Cai, Na Li, Zhibo Han, Huancheng Wu, Hongli Chen

Neuroinflammation plays a key role in the development of neurodegenerative diseases, with microglia regulating this process through pro-inflammatory M1 and anti-inflammatory M2 phenotypes. Studies have shown that human umbilical cord mesenchymal stem cells (hUCMSCs) modulate neuroinflammation by secreting anti-inflammatory cytokines. Photobiomodulation (PBM), a non-invasive therapy, has demonstrated significant potential in alleviating neuroinflammation. This study examines the combined effects of PBM and hUCMSCs in an in vitro microglial inflammation model and an LPS-induced mouse model. The results show that PBM-pretreated hUCMSCs promoted M2 polarization and improved cognitive function in mice by downregulating the Notch signaling pathway, suggesting a promising new approach for treating neurodegenerative diseases.

神经炎症在神经退行性疾病的发展中起着关键作用,小胶质细胞通过促炎M1和抗炎M2表型调节这一过程。研究表明人脐带间充质干细胞(hUCMSCs)通过分泌抗炎细胞因子调节神经炎症。光生物调节(PBM)是一种非侵入性治疗方法,在缓解神经炎症方面具有重要的潜力。本研究考察了PBM和hUCMSCs在体外小胶质细胞炎症模型和lps诱导小鼠模型中的联合作用。结果表明,pbm预处理的hUCMSCs通过下调Notch信号通路促进M2极化,改善小鼠认知功能,为治疗神经退行性疾病提供了一种有希望的新途径。
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引用次数: 0
A Clinical Drug as the Three-Photon Fluorescence Probe for In Vivo Microscopic Imaging of Mouse Kidney. 一种临床药物作为三光子荧光探针用于小鼠肾脏的体内显微成像。
Pub Date : 2025-01-22 DOI: 10.1002/jbio.202400441
Weihang Geng, Qiming Xia, Mubin He, Yi Wang, Zheng Zheng, Haiyan Qin, Yalun Wang, Jian Feng, Jun Qian

Three-photon fluorescence (3PF) microscopy encounters significant challenges in biological research and clinical applications, primarily due to the limited availability of high-performance probes. We took a shortcut by exploring the excellent 3PF property of berberine hydrochloride (BH), a clinically utilized drug derived from the traditional Chinese medicine, Coptis. Capitalizing on its renal metabolism characteristics, we employed BH for in vivo 3PF microscopic imaging of the mouse kidney. This approach enabled high-resolution structural observation of renal tubules and facilitated the diagnosis of drug-induced acute kidney injury (AKI) based on renal tubule morphology. The analytical capabilities of 3PF microscopy for renal physiology and pathological diagnosis suggest its potential for future clinical applications.

三光子荧光(3PF)显微镜在生物学研究和临床应用中遇到了重大挑战,主要是由于高性能探针的可用性有限。我们从中药黄连中提取的一种临床常用药物盐酸小檗碱(berberine hydrochloride, BH),探索其优异的3PF特性,走了一条捷径。利用其肾脏代谢特性,我们采用BH对小鼠肾脏进行体内3PF显微成像。该方法能够对肾小管进行高分辨率的结构观察,有助于基于肾小管形态学诊断药物性急性肾损伤(AKI)。3PF显微镜对肾脏生理和病理诊断的分析能力表明其在未来临床应用的潜力。
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引用次数: 0
Assessment of Microcirculation and Microrheological Parameters of Blood in Patients With Type 2 Diabetes Mellitus Using Biophotonics Techniques. 生物光子学技术评价2型糖尿病患者血液微循环和微流变参数。
Pub Date : 2024-12-16 DOI: 10.1002/jbio.202400485
D A Umerenkov, P B Ermolinskiy, A E Lugovtsov, A A Fabrichnova, Yu I Gurfinkel, L I Dyachuk, A V Priezzhev

In this study, the parameters of blood microcirculation and microrheology were measured using the methods of laser aggregometry and optical tweezers in vitro, as well as the method of digital capillaroscopy in vivo. It was shown that in patients suffering from type 2 diabetes mellitus, an increase in the number of RBC aggregates passing through the narrow capillaries leads to a significant decrease in the velocity of the capillary blood flow, which can be explained by the increased viscosity of the whole blood and decreased deformability of RBCs. Also, for the group of patients, a statistically significant increase in the rate of RBC aggregation and the hydrodynamic strength of aggregates, RBC aggregation and disaggregation forces were observed compared to the control group. We have demonstrated the possibility of using these methods to assess changes in microrheological and microcirculatory parameters of the blood.

在这项研究中,使用激光聚集测定法和光学镊子法在体外测量了血液微循环和微流变参数,并使用数字毛细血管镜法在体内进行了测量。结果表明,在 2 型糖尿病患者中,通过狭窄毛细血管的红细胞聚集体数量增加会导致毛细血管血流速度明显下降,这可以用全血粘度增加和红细胞变形能力下降来解释。此外,与对照组相比,该组患者的红细胞聚集率、聚集体的流体力学强度、红细胞聚集力和分解力在统计学上都有显著增加。我们证明了使用这些方法评估血液微流变学和微循环参数变化的可能性。
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引用次数: 0
Shear Wave Optical Coherence Elastography and Structural Analysis of the Postnatal Mouse Cornea Through Development. 出生后小鼠角膜发育的剪切波光学相干弹性成像及结构分析。
Pub Date : 2024-12-02 DOI: 10.1002/jbio.202400331
Andrew L Lopez, Mohammad Dehshiri, Alexander W Schill, Salavat Aglyamov, Kirill Larin

The cornea is a transparent lens at the forefront of the eye, serving as a structural barrier that protects the eye and provides the majority of the eye's refractive power. In this study, we utilized the postnatal mouse eye to characterize corneal structure and biomechanics. Between postnatal day (PN) 6 and PN24, we observed that elastic wave speeds are highest at PN6, gradually decrease through PN24, and then start to rise in adulthood (6 months). We found that corneal thickness is uncoupled from elastic wave speed and that the content and organization of the cornea primarily influence its mechanical properties. To the best of our knowledge, this work is the first detailed assessment of the postnatal mouse cornea's structure and biomechanics and warrants further investigation into the dynamic properties of the postnatal eye.

角膜是位于眼睛最前端的透明晶状体,作为保护眼睛的结构屏障,并提供眼睛的大部分屈光能力。在这项研究中,我们利用出生后的小鼠眼睛来表征角膜结构和生物力学。从出生后第6天到第24天,我们观察到弹性波速度在第6天最高,在第24天逐渐下降,然后在成年期(6个月)开始上升。我们发现角膜厚度与弹性波速不耦合,角膜的含量和组织主要影响其力学性能。据我们所知,这项工作是对出生后小鼠角膜结构和生物力学的第一次详细评估,并保证进一步研究出生后眼睛的动态特性。
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引用次数: 0
Effects of 1267 nm Illumination on Microcirculation Regulatory Mechanisms. 1267 纳米光照对微循环调节机制的影响
Pub Date : 2024-11-26 DOI: 10.1002/jbio.202400296
Lyubov Eratova, Irina Makovik, Viktor Dremin

This study explored the effects of 1267 nm laser irradiation on changes in blood flow parameters and activation of the regulatory mechanisms of the microcirculatory bed (MCB). Using laser Doppler flowmetry (LDF) technique and time-frequency analysis of perfusion signals, changes in the MCB of 16 healthy volunteers, targeting the distal phalanx of the third finger with 1267 nm laser irradiation were evaluated. Results indicated no significant differences in perfusion between control and target measurements, likely due to blood flow redistribution caused by vessel dilation/constriction. However, differences in oscillation amplitudes in endothelial and myogenic ranges were observed, suggesting microcirculation self-regulation. Detailed analysis revealed characteristic peaks in the endothelial range during and after irradiation, indicating endothelial mediator release. It is assumed that the identified effects may be related to the singlet oxygen generated by 1267 nm laser irradiation, which directly affects the MCB, manifesting as endothelium-dependent vascular activity.

本研究探讨了 1267 纳米激光照射对微循环床(MCB)血流参数变化和调节机制激活的影响。利用激光多普勒血流测量(LDF)技术和灌注信号的时频分析,对 16 名健康志愿者的微循环床变化进行了评估,目标是用 1267 nm 激光照射第三指远端指骨。结果表明,对照组和目标测量值之间的灌注量没有明显差异,这可能是由于血管扩张/收缩导致血流重新分布所致。然而,在内皮和肌源性范围内观察到振荡幅度的差异,这表明微循环具有自我调节功能。详细分析显示,在辐照期间和之后,内皮范围出现了特征性峰值,表明内皮介质释放。据推测,所发现的效应可能与 1267 纳米激光照射产生的单线态氧有关,单线态氧直接影响 MCB,表现为内皮依赖性血管活动。
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Journal of biophotonics
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