Engineering ZIF-8@Ag core–satellite superstructures through solvent-induced tunable self-assembly for surface-enhanced Raman spectroscopy

Yanyan Chen, Yan Xia, Mengqi Lyu, Ming Jiang, Yutong Hong, Zhenghong Guo, Juan Li and Zhengping Fang

Nanoscale, 2025, 17, 4687
DOI: 10.1039/D4NR03191A

Surface-enhanced confocal Raman microscopy to characterize esophageal cancer cell-derived extracellular vesicles and maternal cells

Qianjin Liu, Mengdong Liu, Wenjing Lu, Han Li, Zixuan Ma, Jingwei Xiong and Ping Zhang

Anal. Methods, 2025, 17, 4167
DOI: 10.1039/D4AY02300E

A machine learning-assisted Ag–TiO2 SERS platform for intraoperative osteomyelitis diagnosis

Yunfan Chen, Tengjiao Zhu, Langran Wang, Yechen Wang, Qizhao Tan, Yun Tian, Lu Zhao, Qi An and Gao Si

Nanoscale, 2026, 18, 7225
DOI: 10.1039/D5NR04778A

Surface-enhanced Raman spectroscopy: a half-century historical perspective

Jun Yi, En-Ming You, Ren Hu, De-Yin Wu, Guo-Kun Liu, Zhi-Lin Yang, Hua Zhang, Yu Gu, Yao-Hui Wang, Xiang Wang, Hao Ma, Yang Yang, Jun-Yang Liu, Feng Ru Fan, Chao Zhan, Jing-Hua Tian, Yu Qiao, Hailong Wang, Si-Heng Luo, Zhao-Dong Meng, Bing-Wei Mao, Jian-Feng Li, Bin Ren, Javier Aizpurua, Vartkess Ara Apkarian, Philip N. Bartlett, Jeremy Baumberg, Steven E. J. Bell, Alexandre G. Brolo, Louis E. Brus, Jaebum Choo, Li Cui, Volker Deckert, Katrin F. Domke, Zhen-Chao Dong, Sai Duan, Karen Faulds, Renee Frontiera, Naomi Halas, Christy Haynes, Tamitake Itoh, Janina Kneipp, Katrin Kneipp, Eric C. Le Ru, Zhi-Peng Li, Xing Yi Ling, Jacek Lipkowski, Luis M. Liz-Marzán, Jwa-Min Nam, Shuming Nie, Peter Nordlander, Yukihiro Ozaki, Rajapandiyan Panneerselvam, Jürgen Popp, Andrea E. Russell, Sebastian Schlücker, Yang Tian, Lianming Tong, Hongxing Xu, Yikai Xu, Liangbao Yang, Jianlin Yao, Jin Zhang, Yang Zhang, Yao Zhang, Bing Zhao, Renato Zenobi, George C. Schatz, Duncan Graham and Zhong-Qun Tian

Chem. Soc. Rev., 2025, 54, 1453
DOI: 10.1039/D4CS00883A

Activity-Based Nanoprobes for Multiscale Functional Analysis of Proteases in Medulloblastomas

Ying Yu, Yuning Wang, Yijia Peng, Yujie Liu, Minghui Li, Ruoping Chen, Chenran Zhang and Kun Zhang

ACS Sens., 2025, 10, 6981
DOI: 10.1021/acssensors.5c02028

High‐Speed Raman Readout of Single Polypeptides via Plasmonic Nanopores

Foroogh Khozeymeh Sarbishe, Kirill Khabarov, Maria Blanco Formoso, Ilaria Micol Baldi, Veronica Storari, Henri Haka, Massimo Mastrangeli, Francesco Difato, Andrea Armirotti, Federica Villa, Francesco Tantussi and Francesco De Angelis

Advanced Materials, 2025, 37
DOI: 10.1002/adma.202504436

Advances in SERS technology for metabolite-related biomarkers detection: Overcoming limitations in disease diagnosis

Hui Chen, Xuechun Zhou, Xiaojing Wu, Wei Huang, Rui Wang, Ling Liu and Fabiao Yu

TrAC Trends in Analytical Chemistry, 2026, 198, 118735
DOI: 10.1016/j.trac.2026.118735

Cryogenic-promoted SERS of plasmonic Au nanoplates grown on BNC self-supporting templates for label-free distinguishability of folic acid homologs

Yue Tian, Tong Zhao, Hua Zhang, Linlin Xu, Rui Xie, Changxin Chen, Liping Zhang, Wenbin You and Ming Chen

Sensors and Actuators B: Chemical, 2026, 449, 139080
DOI: 10.1016/j.snb.2025.139080

Segment-Weighting Similarity-Based Fragment-Learning Model for Single-Cell Raman Spectral Analysis

LangLang Yi, Qiudi Ye, Chaofan Wang, Qingqing Hu, Shiya Zhang, Xiaokun Shen, Minghui Liang, Guoqian Li, Klyuyev Dmitriy, Yang Guo, Qiang Yu and Bo Hu

Anal. Chem., 2025, 97, 11734
DOI: 10.1021/acs.analchem.5c01189

Flexible Thermoelectric Ag Film/PEDOT:PSS/AgNPs Composites: Toward Universal and Ultrasensitive Sensing

Chang Ji, Mingrui Shao, Xiaofei Zhao, Jing Yu, Zhen Li, Baoyuan Man, Chao Zhang and Yingying Ren

J. Phys. Chem. Lett., 2025, 16, 6470
DOI: 10.1021/acs.jpclett.5c01479

Core–Shell Ag@UiO-66-NH2 with Enhanced Stability and Selective Enrichment for Sensitive SERS Detection of Cr(VI) in Environmental Water

Yiwen Gui, Ao Chen, Yiting Liu, Ning Cai and Jumei Li

Ind. Eng. Chem. Res., 2025, 64, 15247
DOI: 10.1021/acs.iecr.5c02617

Silver nanoclusters-decorated silicon nanostructures: Site specific active-spots confirmed by surface-enhanced Raman scattering

Mohammad Kamal Hossain, Billel Salhi, Anwar Ul-Hamid and Abdulaziz A. Al-Saadi

Surfaces and Interfaces, 2025, 67, 106656
DOI: 10.1016/j.surfin.2025.106656

TMB-mediated catalytic SERS systems: Applications, innovations, and future prospects

Yutong Wang, Sihang Zhang, Qingchun Yin, Jing Wei, Jiawei Liu and Long Wu

TrAC Trends in Analytical Chemistry, 2026, 196, 118632
DOI: 10.1016/j.trac.2025.118632

Construction and Application of Au NRs/4-MBA/PAM Ratiometric Surface-Enhanced Raman Scattering Substrate for Fish Veterinary Drug Residue Detection

Jianxing Yu, Huiping Fu and Qing Gu

Nanomaterials, 2024, 14, 1774
DOI: 10.3390/nano14221774

SERS calibration substrate with a silent region internal standard for reliable simultaneous detection of multiple antibiotics in water

Zhao-He Chen, Nan Sun, Jian-Ping Li, Jia-Wei Zheng, Ya-Hao Wang, Xiao-Shun Zhou and Bin Zheng

Talanta, 2025, 283, 127133
DOI: 10.1016/j.talanta.2024.127133

A 3D Nanofiltration Array for Direct Plasma EV Purification with Label-Free SERS Detection toward Accurate Clinical Breast Cancer Staging

Tingyu Wang, Kai Zhu, Jinxiu Wei, Youjiang Zhao, Zefan Xu, Shenfei Zong, Lei Wu, Kuo Yang, Hong Wang and Zhuyuan Wang

ACS Sens., 2025, 10, 6840
DOI: 10.1021/acssensors.5c01653

A high-performance 3D-SERS platform based on bacterial nanocellulose and gold nanostars for pesticide analysis

Jiani Ji, Lixuan Wang, Tao Sun, Weijia Sun, Yuting Zhang, Xiaoli Wang and Nandi Zhou

Food Bioscience, 2026, 77, 108398
DOI: 10.1016/j.fbio.2026.108398

Nonresonant Surface‐Enhanced Hyper Raman Scattering of Aromatic Amino Acids on Gold Nanoparticles

Fariha Binte Rahman and Janina Kneipp

J Raman Spectroscopy, 2026
DOI: 10.1002/jrs.70106

Recent Advances in Raman Spectral Classification with Machine Learning

Yonghao Liu, Yizhan Wu, Junjie Wang, Jiantao Qi, Changjing Zhou and Yuhua Xue

Sensors, 2026, 26, 341
DOI: 10.3390/s26010341

SERS Meets Artificial Intelligence: A New Frontier in Cancer Diagnosis and Prognosis

Noor ul Huda, Rana Zaki Abdul Bari, Muhammad Abdullah Javed, Muhammad Naeem Kiani and Yongdong Jin

Anal. Chem., 2026, 98, 8757
DOI: 10.1021/acs.analchem.6c00874

Micropore array-based SERS sensor assisted by convolutional neural networks for subsurface biotoxic-free detection of interstitial fluid in bioassays

Xiang-Yu Li, Tian-Qi Ma, Wei-Shen Lin, Shu-Rui Huang, En-Ming You and Jing Liu

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2025, 343, 126568
DOI: 10.1016/j.saa.2025.126568

A large-scale SERS substrate fabricated by a grating-like polycarbonate template co-sputtered with AgCu mix-metal

Xiaoya Yan, Mingli Wang and Xiudong Sun

Optics & Laser Technology, 2025, 192, 113526
DOI: 10.1016/j.optlastec.2025.113526

Diagnosis of Early opioids addiction by label-free serum SERS fingerprints with machine learning

Yunfan Chen, Haitao Li, Jing Shi, Jiajun Cheng, Zhuolu Song, Xinyue Zhang, Xinnan Li, Jialin Zhuang, Qi An, Zeguo Feng and Long Wang

Chemical Engineering Journal, 2025, 505, 159412
DOI: 10.1016/j.cej.2025.159412

SERS Spectra Indicate the Molecular Effects of 7-Nitrobenz-2-oxa-1,3-diazole (NBD) on Living Cells

Yiqing Feng, Florian Gärber, Essa M. Saied, Cecilia Spedalieri, Zdravko Kochovski, Stephan Werner, Christoph Pratsch, Christoph Arenz, Stephan Seifert and Janina Kneipp

J. Phys. Chem. C, 2024, 128, 19722
DOI: 10.1021/acs.jpcc.4c05260

Non-Uniform Microlens Array Based on Photonic Nanojets for Remote Raman Sensing of Subsurface Analytes

Xiang-Yu Li, Han-Yu Lin, Wen-Ding Ye, En-Ming You and Jing Liu

Photonics, 2025, 12, 180
DOI: 10.3390/photonics12030180

Pattern-Assisted Pulse Electrochemical Deposition of Ag-Au Alloy Nanoparticles for Scalable and Uniform SERS Substrates

Zhengke TU, Mikiko SAITO, Masahiro KUNIMOTO, Masahiro YANAGISAWA and Takayuki HOMMA

Electrochemistry, 2026, 94, 027013
DOI: 10.5796/electrochemistry.25-00173

SERS-Based E-Tongue Data Analysis Methods: From Spectrum Preparation to Qualitative and Quantitative Modeling

Pengju Yin, Xiaoyao Wu, Yumeng Xiao, Chenyao Feng, Xinyuan Wang, Dmitriy Klyuyev, Zhuo Wu, Yiping Zhao and Bo Hu

ACS Sens., 2026, 11, 1831
DOI: 10.1021/acssensors.5c04835

SSNet: A Spectral Unmixing Framework for Enhancing the Qualitative Sensitivity of SERS to Trace Targets in Complex Mixtures

Si-Heng Luo, Jing Xu, Wei-Li Wang, Chen-Ru Xiong, Lu-Ping Wang, Zhong-Qun Tian and Guo-Kun Liu

J. Am. Chem. Soc., 2025, 147, 43964
DOI: 10.1021/jacs.5c16529

Separation and Detection of Microplastics in Human Exposure Pathways: Challenges, Analytical Techniques, and Emerging Solutions

Asim Laeeq Khan and Asad A. Zaidi

JoX, 2025, 15, 154
DOI: 10.3390/jox15050154

Metal–organic framework-based SERS substrates with enrichment and sieving capability for trace detection of small-molecule biomarkers in serum

Yiwen Gui, Kuang Luo, Wenjie Chen, Ning Cai, Lijun You and Jumei Li

Microchemical Journal, 2025, 218, 115526
DOI: 10.1016/j.microc.2025.115526

Machine learning-assisted SERS sensor for fast and ultrasensitive analysis of multiplex hazardous dyes in natural products

Chengqi Lin, Cheng Zheng, Bo Fan, Chenchen Wang, Xiaoping Zhao and Yi Wang

Journal of Hazardous Materials, 2025, 482, 136584
DOI: 10.1016/j.jhazmat.2024.136584

Online Integration of Paper Centrifugation with SERS for Sulfanilamide Antibiotic Detections in Complex Samples: Mitigating Competitive Adsorption Interference

Shu Li, Tong Wang, Shu Ding, Xinyuan Guo, Yadi Liu, Shou-Qing Ni, Jing Chen and Jinhua Zhan

Anal. Chem., 2025, 97, 23887
DOI: 10.1021/acs.analchem.5c03222

Surface Enhanced Raman Scattering of a Lysosomal Fluorescent Dye

Cecilia Spedalieri and Janina Kneipp

Analysis & Sensing, 2025, 5
DOI: 10.1002/anse.202500065

AI‑driven photonic noses: from conventional sensors to cloud‑to-edge intelligent microsystems

Hong Zhou, Hemin Zhang, Ruirong Zhang, Xichen Yuan and Honglong Chang

Microsyst Nanoeng, 2025, 11
DOI: 10.1038/s41378-025-01058-3

Laser irradiation-triggered self-organization of defect-rich MoS2 nanospheres for ultrasensitive SERS detection of antibiotic levofloxacin molecules

Linlin Xu, Ming Chen, Guangda Liang, Hua Zhang, Yue Tian and Tiejun Wang

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2026, 346, 126858
DOI: 10.1016/j.saa.2025.126858

Raman identification of single nucleotides flowing through permeable plasmonic films

Kirill Khabarov, Maria Blanco Formoso, Ilaria Micol Baldi, Foroogh Khozeymeh Sarbishe, Riccardo Marongiu, Giulia Bruno, Bikash Bhandari, Veronica Storari, Henri Haka, Michele Dipalo, Paolo Canepa, Francesco Gentile, Nick Goldman, Federica Villa, Francesco Tantussi and Francesco De Angelis

Nat Commun, 2025, 16
DOI: 10.1038/s41467-025-64165-9

Hot-Carrier-Induced Transformation of Allyl Mercaptan on Silver and Gold Nanostructures

Lars Dannenberg, Helmut Schlaad and Janina Kneipp

ACS Catal., 2025, 15, 19328
DOI: 10.1021/acscatal.5c05223