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GenAI synthesis of histopathological images from Raman imaging for intraoperative tongue squamous cell carcinoma assessment 被引量:2
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作者 Bing Yan Zhining Wen +5 位作者 Lili Xue Tianyi Wang Zhichao Liu Wulin Long Yi Li Runyu Jing 《International Journal of Oral Science》 2025年第2期244-254,共11页
The presence of a positive deep surgical margin in tongue squamous cell carcinoma(TSCC)significantly elevates the risk of local recurrence.Therefore,a prompt and precise intraoperative assessment of margin status is i... The presence of a positive deep surgical margin in tongue squamous cell carcinoma(TSCC)significantly elevates the risk of local recurrence.Therefore,a prompt and precise intraoperative assessment of margin status is imperative to ensure thorough tumor resection.In this study,we integrate Raman imaging technology with an artificial intelligence(AI)generative model,proposing an innovative approach for intraoperative margin status diagnosis.This method utilizes Raman imaging to swiftly and non-invasively capture tissue Raman images,which are then transformed into hematoxylin-eosin(H&E)-stained histopathological images using an AI generative model for histopathological diagnosis.The generated H&E-stained images clearly illustrate the tissue’s pathological conditions.Independently reviewed by three pathologists,the overall diagnostic accuracy for distinguishing between tumor tissue and normal muscle tissue reaches 86.7%.Notably,it outperforms current clinical practices,especially in TSCC with positive lymph node metastasis or moderately differentiated grades.This advancement highlights the potential of AI-enhanced Raman imaging to significantly improve intraoperative assessments and surgical margin evaluations,promising a versatile diagnostic tool beyond TSCC. 展开更多
关键词 Surgical margin Intraoperative assessment Local recurrence Tongue squamous cell carcinoma raman imaging tongue squamous cell carcinoma tscc significantly raman imaging Histopathological diagnosis
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Intensity enhancement of Raman active and forbidden modes induced by naturally occurred hot spot at GaAs edge 被引量:1
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作者 Tao Liu Miao-Ling Lin +4 位作者 Da Meng Xin Cong Qiang Kan Jiang-Bin Wu Ping-Heng Tan 《Chinese Physics B》 2025年第1期180-187,共8页
Edge structures are ubiquitous in the processing and fabrication of various optoelectronic devices.Novel physical properties and enhanced light–matter interactions are anticipated to occur at crystal edges due to the... Edge structures are ubiquitous in the processing and fabrication of various optoelectronic devices.Novel physical properties and enhanced light–matter interactions are anticipated to occur at crystal edges due to the broken spatial translational symmetry.However,the intensity of first-order Raman scattering at crystal edges has been rarely explored,although the mechanical stress and edge characteristics have been thoroughly studied by the Raman peak shift and the spectral features of the edge-related Raman modes.Here,by taking Ga As crystal with a well-defined edge as an example,we reveal the intensity enhancement of Raman-active modes and the emergence of Raman-forbidden modes under specific polarization configurations at the edge.This is attributed to the presence of a hot spot at the edge due to the redistributed electromagnetic fields and electromagnetic wave propagations of incident laser and Raman signal near the edge,which are confirmed by the finite-difference time-domain simulations.Spatially-resolved Raman intensities of both Raman-active and Raman-forbidden modes near the edge are calculated based on the redistributed electromagnetic fields,which quantitatively reproduce the corresponding experimental results.These findings offer new insights into the intensity enhancement of Raman scattering at crystal edges and present a new avenue to manipulate light–matter interactions of crystal by manufacturing various types of edges and to characterize the edge structures in photonic and optoelectronic devices. 展开更多
关键词 polarized raman spectroscopy EDGE enhanced raman scattering spatial translational symmetry breaking electromagnetic field redistribution finite-difference time-domain simulation
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Raman analysis of lipids in cells:Current applications and future prospects
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作者 Yixuan Zhou Yuelin Xu +1 位作者 Xiaoli Hou Daozong Xia 《Journal of Pharmaceutical Analysis》 2025年第4期665-678,共14页
Lipids play an important role in the regulation of cell life processes.Although there are various lipid detection methods,Raman spectroscopy,a non-invasive technique,provides the detailed chemical composition of lipid... Lipids play an important role in the regulation of cell life processes.Although there are various lipid detection methods,Raman spectroscopy,a non-invasive technique,provides the detailed chemical composition of lipid profiles without a complex sample preparation procedure and possesses greater potential in basic biology,clinical diagnosis and disease therapy.In this review,we summarized the characteristics and advantages of Raman-based techniques and their primary contribution to illustrating cellular lipid metabolism. 展开更多
关键词 raman spectroscopy raman image Cellular lipid metabolism ADIPOCYTES Cancer cell
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Experimental research on stimulated Raman scattering under a hybrid-drive ignition path
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作者 Kaiqiang Pan Zhanjun Liu +8 位作者 Xuelong Qin Jiwei Li Tao Gong Qing Wang Ji Yan Zhichao Li Dong Yang Yonggang Liu Xiantu He 《Matter and Radiation at Extremes》 2025年第5期45-53,共9页
Stimulated Raman scattering(SRS)under a new ignition path that combines the advantages of direct-drive(DD)and indirect-drive(ID)schemes is investigated experimentally at the Shenguang-100 kJ facility.The results show ... Stimulated Raman scattering(SRS)under a new ignition path that combines the advantages of direct-drive(DD)and indirect-drive(ID)schemes is investigated experimentally at the Shenguang-100 kJ facility.The results show that collective SRS in the plasma produced by ablating a polyimide film is detected for the ID beams,but is suppressed by adding a toe before the main pulse of the ID beams.The toe also strongly influences SRS of both the ID and DD beams excited in the plasma generated in the hohlraum.When a toe is used,the SRS spectra of the DD beams show that SRS tends to be excited in lower plasma density,which will result in a lower risk of super-hot electrons.Measurements of hot electrons support this conclusion.This research will help us produce a better pulse design for this new ignition path. 展开更多
关键词 stimulated raman scattering srs ignition path Direct Drive Stimulated raman Scattering ablating polyimide film Plasma Density Indirect Drive id dd beams
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Investigation of ruling parameters on the growth of side and back stimulated Raman scattering in inhomogeneous plasmas at shock ignition laser intensity
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作者 G.Cristoforetti E.Hume +28 位作者 S.Agarwal D.Batani M.Cervenak P.Devi R.Dudzak D.Ettel P.Gajdos K.Glize S.Jelinek L.Juha P.Koester M.Krupka M.Krus H.Larreur G.Malka D.Mancelli P.E.Masson-Laborde A.Morace Ph.Nicolai O.Renner D.Singappuli S.Singh M.Tatarakis X.Yuan Y.Wang N.Woolsey J.Zhang X.Zhao L.A.Gizzi 《Matter and Radiation at Extremes》 2025年第4期15-23,共9页
Recent experiments at the National Ignition Facility and theoretical modeling suggest that side stimulated Raman scattering(SSRS)instability could reduce laser–plasma coupling and generate considerable fluxes of supr... Recent experiments at the National Ignition Facility and theoretical modeling suggest that side stimulated Raman scattering(SSRS)instability could reduce laser–plasma coupling and generate considerable fluxes of suprathermal hot electrons under interaction conditions envisaged for direct-drive schemes for inertial confinement fusion.Nonetheless,SSRS remains to date one of the least understood parametric instabilities.Here,we report the first angularly and spectrally resolved measurements of scattered light at laser intensities relevant for the shock ignition scheme(I×10^(16)W/cm^(2)),showing significant SSRS growth in the direction perpendicular to the laser polarization.Modification of the focal spot shape and orientation,obtained by using two different random phase plates,and of the density gradient of the plasma,by utilizing exploding foil targets of different thicknesses,clearly reveals a different dependence of backward SRS(BSRS)and SSRS on experimental parameters.While convective BSRS scales with plasma density scale length,as expected by linear theory,the growth of SSRS depends on the spot extension in the direction perpendicular to laser polarization.Our analysis therefore demonstrates that under current experimental conditions,with density scale lengths L_(n)≈60–120μm and spot sizes FWHM≈40–100μm,SSRS is limited by laser beam size rather than by the density scale length of the plasma. 展开更多
关键词 inertial confinement fusionnonethelessssrs theoretical modeling backwards stimulated raman scattering side stimulated raman scattering ssrs instability national ignition facility plasma density gradient reduce laser plasma coupling suprathermal hot electrons
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FTIR、XRD和Raman光谱技术对煤结构表征的研究进程
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作者 铁维博 汪沛 +3 位作者 朱喆炫 汪琦 黄浚宸 李先春 《光谱学与光谱分析》 北大核心 2025年第11期3020-3026,共7页
为了深层次的认知煤的本质、高效合理利用煤炭资源、响应国家双碳政策和可持续发展战略,煤分子结构的深入研究是有效解决途径。傅里叶变换红外光谱(FTIR)、X射线衍射光谱(XRD)和拉曼光谱(Raman)技术用于煤结构检测具有无损、快速准确、... 为了深层次的认知煤的本质、高效合理利用煤炭资源、响应国家双碳政策和可持续发展战略,煤分子结构的深入研究是有效解决途径。傅里叶变换红外光谱(FTIR)、X射线衍射光谱(XRD)和拉曼光谱(Raman)技术用于煤结构检测具有无损、快速准确、操作简单、可定性定量分析等优势。三种光谱技术可以有效获取煤大分子的不同结构信息,其中包括碳微晶结构特征、无定形碳结构特征和不同种类官能团。煤结构特征的量化和表征为合理选择、使用和解析煤成焦过程所呈现的行为特征提供基础理论指导。同时,煤结构的研究对于光谱技术在焦化行业的推广和使用起到积极作用。综述了三种光谱检测技术在煤结构表征方面的应用和进展,系统总结了三种光谱技术的发展以及在煤结构研究过程的具体方法和原理,其中包括特征峰的归属、特征峰分离方法、煤的不同结构特征参数的计算方法等;煤结构及成焦过程结构演变的研究进展,其中包括结构与组成、性能的关系,结构演变与成焦行为的关联性等。结合科学技术的发展和现有研究结果,提出了三种光谱技术在煤结构研究进程中面临的瓶颈问题和改进方向:开发更加科学可靠的光谱解析方法和理论,将煤结构与其性质建立良好的相关性;光谱技术与其他设备联动,提供更加全面的结构信息;光谱检测装备的智能化和集成化,实现工业在线检测和智能数据分析;建立光谱分析数据库,实现数据收集和共享,为煤结构的深入探索和提升其实用性提供有力条件。 展开更多
关键词 FTIR XRD raman 结构特征
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Tip-enhanced Raman scattering of glucose molecules 被引量:3
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作者 Zhonglin Xie Chao Meng +3 位作者 Donghua Yue Lei Xu Ting Mei Wending Zhang 《Opto-Electronic Science》 2025年第5期2-9,共8页
Glucose molecules are of great significance being one of the most important molecules in metabolic chain.However,due to the small Raman scattering cross-section and weak/non-adsorption on bare metals,accurately obtain... Glucose molecules are of great significance being one of the most important molecules in metabolic chain.However,due to the small Raman scattering cross-section and weak/non-adsorption on bare metals,accurately obtaining their"fingerprint information"remains a huge obstacle.Herein,we developed a tip-enhanced Raman scattering(TERS)technique to address this challenge.Adopting an optical fiber radial vector mode internally illuminates the plasmonic fiber tip to effectively suppress the background noise while generating a strong electric-field enhanced tip hotspot.Furthermore,the tip hotspot approaching the glucose molecules was manipulated via the shear-force feedback to provide more freedom for selecting substrates.Consequently,our TERS technique achieves the visualization of all Raman modes of glucose molecules within spectral window of 400-3200 cm^(-1),which is not achievable through the far-field/surface-enhanced Raman,or the existing TERS techniques.Our TERS technique offers a powerful tool for accurately identifying Raman scattering of molecules,paving the way for biomolecular analysis. 展开更多
关键词 tip-enhanced raman scattering scanning near-field optical microscope fiber vector light field tip nanofocusing light source
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Single-beam optical trap-based surfaceenhanced raman scattering optofluidic molecular fingerprint spectroscopy detection system 被引量:1
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作者 Ning Sun Yuan Gan +4 位作者 Yujie Wu Xing Wang Shen Shen Yong Zhu Jie Zhang 《Opto-Electronic Advances》 2025年第2期16-27,共12页
In this study,we developed a single-beam optical trap-based surface-enhanced Raman scattering(SERS)optofluidic molecular fingerprint spectroscopy detection system.This system utilizes a single-beam optical trap to con... In this study,we developed a single-beam optical trap-based surface-enhanced Raman scattering(SERS)optofluidic molecular fingerprint spectroscopy detection system.This system utilizes a single-beam optical trap to concentrate free silver nanoparticles(AgNPs)within an optofluidic chip,significantly enhancing SERS performance.We investigated the optical field distribution characteristics within the tapered fiber using COMSOL simulation software and established a MATLAB simulation model to validate the single-beam optical trap's effectiveness in capturing AgNPs,demonstrating the theoretical feasibility of our approach.To verify the particle capture efficacy of the system,we experimentally controlled the optical trap's on-off state to manage the capture and release of particles precisely.The experimental results indicated that the Raman signal intensity in the capture state was significantly higher than in the non-capture state,confirming that the single-beam optical trap effectively enhances the SERS detection capability of the optofluidic detection system.Furthermore,we employed Raman mapping techniques to investigate the impact of the capture area on the SERS effect,revealing that the spectral intensity of molecular fingerprints in the laser-trapping region is significantly improved.We successfully detected the Raman spectrum of crystal violet at a concentration of 10^(−9)mol/L and pesticide thiram at a concentration of 10^(−5)mol/L,further demonstrating the ability of the single-beam optical trap in enhancing the molecular fingerprint spectrum identification capability of the SERS optofluidic chips.The optical trapping SERS optofluidic detection system developed in this study,as a key component of an integrated optoelectronic sensing system,holds the potential for integration with portable high-power lasers and high-performance Raman spectrometers.This integration is expected to advance highly integrated technologies and significantly enhance the overall performance and portability of optoelectronic sensing systems. 展开更多
关键词 surface-enhanced raman scattering optofluidic single-beam optical trap tapered optical fibers
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Coulomb attraction driven spontaneous molecule-hotspot pairing enables universal,fast,and large-scale uniform single-molecule Raman spectroscopy 被引量:1
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作者 Lihong Hong Haiyao Yang +2 位作者 Jianzhi Zhang Zihan Gao Zhi-Yuan Li 《Opto-Electronic Advances》 2025年第7期37-49,共13页
Raman spectroscopy offers a great power to detect,analyze and identify molecules,and monitor their temporal dynamics and evolution when combined with single-molecule surface-enhanced Raman scattering(SM-SERS)substrate... Raman spectroscopy offers a great power to detect,analyze and identify molecules,and monitor their temporal dynamics and evolution when combined with single-molecule surface-enhanced Raman scattering(SM-SERS)substrates.Here we present a SM-SERS scheme that involves simultaneously giant chemical enhancement from WS22D materials,giant electromagnetic enhancement from plasmonic nanogap hot spot,and inhibition of molecular fluorescence influence under near-infrared laser illumination.Remarkably we find Coulomb attraction between analyte and gold nanoparticle can trigger spontaneous formation of molecule-hotspot pairing with high precision,stability and robustness.The scheme has enabled realization of universal,robust,fast,and large-scale uniform SM-SERS detection for three Raman molecules of rhodamine B,rhodamine 6G,and crystal violet with a very low detection limit of 10−16 M and at a very fast spectrum acquisition time of 50 ms. 展开更多
关键词 single-molecule raman spectroscopy Coulomb attractions electromagnetic enhancement chemical enhancement near-infrared laser illumination
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Quantitative detection of trace nanoplastics (down to 50 nm) via surface-enhanced Raman scattering based on the multiplex-feature coffee ring 被引量:1
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作者 Xinao Lin Fengcai Lei +5 位作者 Xiu Liang Yang Jiao Xiaofei Zhao Zhen Li Chao Zhang Jing Yu 《Opto-Electronic Advances》 2025年第6期27-39,共13页
Quantitative detection of trace small-sized nanoplastics(<100 nm)remains a significant challenge in surface-enhanced Raman scattering(SERS).To tackle this issue,we developed a hydrophobic CuO@Ag nanowire substrate ... Quantitative detection of trace small-sized nanoplastics(<100 nm)remains a significant challenge in surface-enhanced Raman scattering(SERS).To tackle this issue,we developed a hydrophobic CuO@Ag nanowire substrate and introduced a multiplex-feature analysis strategy based on the coffee ring effect.This substrate not only offers high Raman enhancement but also exhibits a high probability of detection(POD),enabling rapid and accurate identification of 50 nm polystyrene nanoplastics over a broad concentration range(1–10−10 wt%).Importantly,experimental results reveal a strong correlation between the coffee ring formation and the concentration of nanoplastic dispersion.By incorporating Raman signal intensity,coffee ring diameter,and POD as combined features,we established a machine learning-based mapping between nanoplastic concentration and coffee ring characteristics,allowing precise predictions of dispersion concentration.The mean squared error of these predictions is remarkably low,ranging from 0.21 to 0.54,representing a 19 fold improvement in accuracy compared to traditional linear regression-based methods.This strategy effectively integrates SERS with wettability modification techniques,ensuring high sensitivity and fingerprinting capabilities,while addressing the limitations of Raman signal intensity in accurately reflecting concentration changes at ultra-low levels,providing a new idea for precise SERS measurements of nanoplastics. 展开更多
关键词 quantitative detection of trace nanoplastics surface-enhanced raman scattering coffee ring multiplexfeature analysis machine learning
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Brillouin-Raman方程的稳态解和行波解
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作者 周庆馨 易叶舟 《应用数学》 北大核心 2025年第4期1092-1099,共8页
本文主要研究Brillouin-Raman方程,其描述了激光照射等离子体时产生的Brillouin散射和Raman散射的非线性行为.研究主要集中在方程的稳态解和行波解的求解与分析.鉴于方程的复杂耦合结构和非线性特性,我们通过进一步的假设对其进行了简... 本文主要研究Brillouin-Raman方程,其描述了激光照射等离子体时产生的Brillouin散射和Raman散射的非线性行为.研究主要集中在方程的稳态解和行波解的求解与分析.鉴于方程的复杂耦合结构和非线性特性,我们通过进一步的假设对其进行了简化处理.我们主要揭示了稳态解和行波解的存在性并提供了一类特解,这些发现对进一步理解激光与等离子体的相互作用具有重要意义. 展开更多
关键词 Brillouin散射 raman散射 稳态解 行波解
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Highly sensitive hydrazine detection through a novel Raman scattering quenching mechanism enabled by a crystalline and noble metal–free polyoxometalate substrate
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作者 Chunhui Zhang Jie Wang +6 位作者 Jieyang Zhan Runmin Yang Guanggang Gao Jiayuan Zhang Linlin Fan Mengqi Wang Hong Liu 《Chinese Chemical Letters》 2025年第3期581-586,共6页
In the field of Raman spectroscopy detection,the quest for a non–noble metal,recyclable,and highly sensitive detection substrate is of utmost importance.In this work,a new crystalline and noble metal–free substrate ... In the field of Raman spectroscopy detection,the quest for a non–noble metal,recyclable,and highly sensitive detection substrate is of utmost importance.In this work,a new crystalline and noble metal–free substrate of[Bi(DMF)_(8)][PMo_(12)O_(40)](Bi–PMo_(12))is designed,which is composed of[PMo_(12)O_(40)]^(3−)and solvated[Bi(DMF)_(8)]^(3+)cations.Mechanistic studies have revealed that Raman scattering quenching phenomenon arises from two main factors.Firstly,it arises from the absorption of the scattered light due to the transition of a single electron in the reduced state of MoV between 4d orbitals.Secondly,after the interaction between the substrate and hydrazine,the surface undergoes varying degrees of roughening,leading to an impact on the scattered light intensity.These two effects collectively contribute to the detection of low concentrations of N_(2)H_(4).As a result,Bi–PMo_(12)opens up a novel Raman scattering quenching mechanism to realize the detection of reduced N_(2)H_(4)small molecules.A remarkably low detection limit of 4.5×10^(−9)ppm for N_(2)H_(4)is achieved on the Bi–PMo_(12)substrate.This detection has a lower concentration than the currently known SERS detection of N_(2)H_(4).Moreover,Bi–PMo_(12)can be recovered and reused through recrystallization,achieving a recovery rate of up to ca.51%.This study reveals the underlying potential of crystalline polyoxometalate materials in the field of Raman detection,thus opening up new avenues for highly sensitive analysis using Raman techniques. 展开更多
关键词 POLYOXOMETALATE HYDRAZINE raman detection QUENCHING Single crystal
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Transparent and Flexible Surface-enhanced Raman Scattering (SERS) Substrates with High SERS Performance and Stability
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作者 Jian-Ping Peng Pei-Jiang Liu +3 位作者 Yu-Tao Song Shan-Zheng Zhao Xin-Yue Deng Zhen-Kai Huang 《Chinese Journal of Polymer Science》 2025年第9期1584-1591,I0009,共9页
This paper presents a polymer-brush-guided templating strategy for fabricating ordered gold plasmonic architectures.The synthesized nanostructures featuring densely packed Au nanoparticles(NPs)exhibited strong surface... This paper presents a polymer-brush-guided templating strategy for fabricating ordered gold plasmonic architectures.The synthesized nanostructures featuring densely packed Au nanoparticles(NPs)exhibited strong surface-enhanced Raman scattering(SERS)activity.Using a simple mechanical transfer technique,these assemblies were integrated into flexible polydimethylsiloxane(PDMS)films.Polymer encapsulation during synthesis ensures structural integrity during processing,resulting in a mechanically robust SERS substrate with exceptional analytical performance.This platform achieved 4-mercaptobenzoic acid(4-MBA)detection at 100 pmol/L(10-10 mol/L)with high reproducibility(RSD=6.8%).Environmental and mechanical stability tests demonstrated 95%signal retention over 30 days and sustained functionality after 100 bending/twisting cycles.Combined with a non-destructive adhesion-transfer protocol,the substrate enabled on-site thiram detection on apple surfaces(1μmol/L limit).This study provides a scalable approach for developing flexible SERS devices for food safety monitoring and environmental analysis. 展开更多
关键词 Flexible sensors Patterned Au nanostructures POLYDIMETHYLSILOXANE Surface-enhanced raman scattering
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Dynamic surface-enhanced Raman spectroscopy-based metabolic profiling:A novel pathway to overcoming antifungal resistance
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作者 Hao Li Hanzhi Lu +4 位作者 Linlin Hu Xueli Zhang Hua Shao Fulun Li Yanfei Shen 《Chinese Chemical Letters》 2025年第7期217-221,共5页
Antifungal resistance is the leading cause of antifungal treatment failure in invasive candidiasis.Metabolic rewiring could become a new insight to account for antifungal resistance as to find innovative clinical ther... Antifungal resistance is the leading cause of antifungal treatment failure in invasive candidiasis.Metabolic rewiring could become a new insight to account for antifungal resistance as to find innovative clinical therapies.Here,we show that dynamic surface-enhanced Raman spectroscopy is a promising tool to identify the metabolic differences between fluconazole(Diflucan)-resistant and fluconazole(Diflucan)-sensitive Candida albicans through the signatures of biochemical components and complemented with machine learning algorithms and two-dimensional correlation spectroscopy,an underlying resistance mechanism,that is,the change of purine metabolites induced the resistance of Candida albicans has been clarified yet never reported anywhere.We hope the integrated methodology introduced in this work could be beneficial for the interpretation of cellular regulation,propelling the development of targeted antifungal therapies and diagnostic tools for more efficient management of severe antifungal resistance. 展开更多
关键词 Antifungal resistance Metabolic rewiring Dynamic surface-enhanced raman SPECTROSCOPY Machine learning Two-dimensional correlation spectroscopy
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Growth of stimulated Raman instability by a density-modulated electron beam in laser-plasma interactions
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作者 Pinki Yadav Devki Nandan Gupta Jyotsna Sharma 《Communications in Theoretical Physics》 2025年第1期164-171,共8页
A way to enhance the growth of stimulated Raman instability in laser-plasma interactions was investigated.This relies on the application of density modulation of a co-propagating electron beam in plasmas.In the stimul... A way to enhance the growth of stimulated Raman instability in laser-plasma interactions was investigated.This relies on the application of density modulation of a co-propagating electron beam in plasmas.In the stimulated Raman scattering process,an electromagnetic pump wave decays into a low-frequency wave and a scattered electromagnetic sideband wave.In this process,the pump wave produces an oscillatory velocity associated with the plasma electrons and the beam electrons.These oscillatory velocities combine with the existing low-frequency mode,producing ponderomotive force that drives high-frequency sideband waves.The sidebands couple to the pump wave,driving the beam-mode.A modulation of the electron beam density enhances the growth rate of the instability.The theoretical calculations show about 40%enhancements in growth of Raman instability at resonance(where the electron beam density modulation parameter approaches to unity)for the plasma density of the order of 10^(18)cm^(-3). 展开更多
关键词 raman instability fluid dynamics plasma fusion
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Rapid pathologic grading-based diagnosis of esophageal squamous cell carcinoma via Raman spectroscopy and a deep learning algorithm
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作者 Xin-Ying Yu Jian Chen +2 位作者 Lian-Yu Li Feng-En Chen Qiang He 《World Journal of Gastroenterology》 2025年第14期32-46,共15页
BACKGROUND Esophageal squamous cell carcinoma is a major histological subtype of esophageal cancer.Many molecular genetic changes are associated with its occurrence.Raman spectroscopy has become a new method for the e... BACKGROUND Esophageal squamous cell carcinoma is a major histological subtype of esophageal cancer.Many molecular genetic changes are associated with its occurrence.Raman spectroscopy has become a new method for the early diagnosis of tumors because it can reflect the structures of substances and their changes at the molecular level.AIM To detect alterations in Raman spectral information across different stages of esophageal neoplasia.METHODS Different grades of esophageal lesions were collected,and a total of 360 groups of Raman spectrum data were collected.A 1D-transformer network model was proposed to handle the task of classifying the spectral data of esophageal squamous cell carcinoma.In addition,a deep learning model was applied to visualize the Raman spectral data and interpret their molecular characteristics.RESULTS A comparison among Raman spectral data with different pathological grades and a visual analysis revealed that the Raman peaks with significant differences were concentrated mainly at 1095 cm^(-1)(DNA,symmetric PO,and stretching vibration),1132 cm^(-1)(cytochrome c),1171 cm^(-1)(acetoacetate),1216 cm^(-1)(amide III),and 1315 cm^(-1)(glycerol).A comparison among the training results of different models revealed that the 1Dtransformer network performed best.A 93.30%accuracy value,a 96.65%specificity value,a 93.30%sensitivity value,and a 93.17%F1 score were achieved.CONCLUSION Raman spectroscopy revealed significantly different waveforms for the different stages of esophageal neoplasia.The combination of Raman spectroscopy and deep learning methods could significantly improve the accuracy of classification. 展开更多
关键词 raman spectroscopy Esophageal neoplasia Early diagnosis Deep learning algorithm Rapid pathologic grading
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Achieving 30-cm spatial resolution over 6.0 km in Raman distributed optical fiber sensing using chaotic pulse cluster demodulation
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作者 Jian Li Zijia Cheng +2 位作者 Bowen Fan Xin Huang Mingjiang Zhang 《Advanced Photonics Nexus》 2025年第4期106-112,共7页
The principle of optical time-domain reflection localization limits the sensing spatial resolution of Raman distributed optical fiber sensing.We provide a solution for a Raman distributed optical fiber sensing system ... The principle of optical time-domain reflection localization limits the sensing spatial resolution of Raman distributed optical fiber sensing.We provide a solution for a Raman distributed optical fiber sensing system with kilometer-level sensing distance and submeter spatial resolution.Based on this,we propose a Raman distributed optical fiber sensing scheme based on chaotic pulse cluster demodulation.Chaotic pulse clusters are used as the probe signal,in preference to conventional pulsed or chaotic single-pulse lasers.Furthermore,the accurate positioning of the temperature variety region along the sensing fiber can be realized using chaotic pulse clusters.The proposed demodulation scheme can enhance the signal-to-noise ratio by improving the correlation between the chaotic reference and the chaotic Raman anti-Stokes scattering signals.The experiment achieved a sensing spatial resolution of 30 cm at a distributed temperature-sensing distance of∼6.0 km.Furthermore,we explored the influence of chaotic pulse width and detector bandwidth on the sensing spatial resolution.In addition,the theoretical experiments proved that the sensing spatial resolution in the proposed scheme was independent of the pulse width and sensing distance. 展开更多
关键词 chaotic pulse cluster raman scattering distributed fiber optic sensing temperature demodulation
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Large-angle stimulated Raman scattering induced by transverse density modulation
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作者 Z.M.Huang Qing Wang +12 位作者 R.J.Cheng X.X.Li S.Y.Lv D.J.Liu Z.Y.Xu S.T.Zhang Z.J.Chen Qiang Wang C.Z.Xiao Z.J.Liu L.H.Cao C.Y.Zheng X.T.He 《Matter and Radiation at Extremes》 2025年第5期64-72,共9页
Large-angle stimulated Raman scattering(LA-SRS)in a longitudinally inhomogeneous plasma with a transverse density modulation is studied using a three-wave coupled model and numerical simulations.The simulations show t... Large-angle stimulated Raman scattering(LA-SRS)in a longitudinally inhomogeneous plasma with a transverse density modulation is studied using a three-wave coupled model and numerical simulations.The simulations show that the scattering angle of SRS in a longitudinally inhomogeneous plasma can be significantly affected by transverse density modulation.Under transverse density modulation conditions,the laser focuses into underdense regions,owing to the transversely modulated refractive index.The angle of LA-SRS,neither a purely 90° angle side scattering nor purely backscattering,is almost consistent with the specific angle at which the density inhomogeneity vanishes.In modulated plasmas,the nonuniform distribution of laser intensity shifts the regions of scattering and gain compared with those in uniform plasmas,ultimately affecting the laser transmission.SRS is suppressed in weakly modulated regimes,whereas it is enhanced under strong modulation conditions,and a theoretical criterion distinguishing between strong and weak modulation is established. 展开更多
关键词 longitudinally inhomogeneous plasma transverse density modulation numerical simulationsthe transversely modulated refractive indexthe large angle stimulated raman scattering three wave coupled model transverse density modulationunder
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Sulfur reduction reaction mechanism elucidated with in situ Raman spectroscopy
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作者 Haixia Wu Kailu Guo 《Chinese Chemical Letters》 2025年第6期11-12,共2页
Lithium metal batteries(LMBs)have attracted great intention due to the high energy density[1].Among various battery technologies,lithium-sulfur(Li-S)batteries are also very unique but important due to its high energy ... Lithium metal batteries(LMBs)have attracted great intention due to the high energy density[1].Among various battery technologies,lithium-sulfur(Li-S)batteries are also very unique but important due to its high energy density,low cost and available sources[2].Although Li-s batteries exhibit high energy density,the cycling life is poor,especially for large-capacity pouch cells[3].The cycling performance of Li-s batteries is crucially determined by 16-electron complex sulfur reduction reaction(SRR)from S_(8)molecules to Li_(2)S,solid,which involves the multiple potential interwoven branches among lithium polysulfide intermediates(LiPS,e.g.,S_(8),Li_(2)S_(8),Li_(2)S_(6),Li_(2)S_(4)and Li_(2)S)[4].The obvious shuttle for soluble Lips across the cathode and anode leads to the battery capacity fading.Thus,it is necessary to decrease the accumulation of soluble Lips in the electrolyte through catalysts fastening the key conversion step from high-order polysulfides to insoluble Li_(2)S_(2)/Li_(2)S.Although some effort has been devoted to catalyze SRR,the complex mechanism remains unclear.To address this issue,Duan et al.tried to solve it based on nitrogen,sulfur,dualdoped holey graphene framework(N,S-HGF)electrocatalyst in Nature[5]. 展开更多
关键词 situ raman spectroscopy nitrogen doped sulfur doped lithium metal batteries lithium sulfur batteries lithium metal batteries lmbs battery technologieslithium sulfur li s batteries cycling life
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Stokes/anti-Stokes Raman spectroscopy of Al_(0.86)Ga_(0.14)N semiconductor alloy
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作者 Yuru Lin Yu Li +5 位作者 Binbin Wu Jingyi Liu Ruiang Guo Yangbin Wang Qiwei Hu Li Lei 《Chinese Physics B》 2025年第5期588-594,共7页
The lattice dynamics of a high Al composition semiconductor alloy,Al_(0.86)Ga_(0.14)N,in comparison with intrinsic GaN and AlN are studied by Stokes/anti-Stokes Raman spectroscopy in the temperature range of 85–823 K... The lattice dynamics of a high Al composition semiconductor alloy,Al_(0.86)Ga_(0.14)N,in comparison with intrinsic GaN and AlN are studied by Stokes/anti-Stokes Raman spectroscopy in the temperature range of 85–823 K.The phonon anharmonic effect in Al_(0.86)Ga_(0.14)N is found to be stronger than that in GaN,revealing low thermal conductivity in the semiconductor alloy.Multi-phonon coupling behavior is analyzed by both Stokes Raman and anti-Stokes Raman spectroscopy.It is interesting to find that the anti-Stokes scattering exhibits stronger three-phonon coupling than the Stokes scattering,which may be due to the fact that the anti-stokes scattering process is generated from an excited state and the scattered photons have higher energies.The Stokes/anti-Stokes temperature correction factor β for Raman modes in Al_(0.86)Ga_(0.14)N alloy are all smaller than those of the corresponding intrinsic modes in GaN and AlN.The reasons for the difference in b can be attributed to three aspects,including the equipment setups,materials properties(the binding energy)and the coupling strength of Raman scattering and the sample. 展开更多
关键词 Al_(x)Ga_(1-x)N semiconductor alloy Stokes/anti-Stokes raman spectroscopy two-mode behavior multi-phonon coupling
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