Journal of Textile Research ›› 2023, Vol. 44 ›› Issue (11): 216-224.doi: 10.13475/j.fzxb.20220505402

• Comprehensive Review • Previous Articles     Next Articles

Research progress in nanofiber-based biosensors based on surface enhanced Raman spectroscopy

XU Zhihao1,2, XU Danyao1,2, LI Yan1,2(), WANG Lu1,2   

  1. 1. College of Textiles, Donghua University, Shanghai 201620, China
    2. Key Laboratory of Textile Science & Technology, Ministry of Education, Donghua University, Shanghai 201620, China
  • Received:2022-05-17 Revised:2023-04-20 Online:2023-11-15 Published:2023-12-25

Abstract:

Significance Surface enhanced Raman spectroscopy (SERS) sensors are usually constructed from active elements and substrate materials, which have the advantages of simple operation and rapid monitoring. Electrospun nanofibers have unique three-dimensional curved channel, large specific surface area, high porosity and controllable stacking density. It not only provides a large number of sites for the loading of nanoparticles, but also facilitates the capture and transport of molecules to be tested, thereby enhancing SERS signals and improving detection sensitivity. Compared with the rigid detection substrate, the flexible substrate represented by electrospinning nanofibers can provide a more flexible detection process in complex environments, so it has great application potential. In order to promote the development and application of nanofiber-based SERS sensors in the biomedical field, it is important to explore the factors that affect the SERS sensing performance of nanofibers.

Progress The composition and performance evaluation index of nanofiber-based SERS substrate, the construction method of nanofiber substrate, and its performance influencing factors are introduced. By summarizing the construction methods of nanofiber-based SERS substrates, two strategies of in-situ assembly and post-assembly of nanofibers and plasma materials are described. The SERS substrate prepared by in-situ assembly has good stability because most of the nanoparticles exist inside the fibers, but the detection sensitivity is slightly poor. The SERS substrate prepared by post-assembly is more easily combined with the molecule to be tested because the nanoparticles are distributed on the surface of the fiber, and the sensitivity is higher. The mechanism of the influence of the type and morphology of the nanofibers on the flexible SERS sensing performance was further explored. The difference in the hydrophilicity and hydrophobicity of the fibers and their morphology will affect the interaction with the nanoparticles and the molecules to be tested, thereby affecting the detection performance of the substrate. Finally, the application of nanofiber-based SERS substrate in the biomedical field is demonstrated, including for body fluid testing, determining the patient's health status and diagnosing related diseases, and in situ detection of bacteria.

Conclusion and Prospect Due to the limitations of rigid substrates in use, the research on flexible SERS substrates is increasing. Among them, nanofiber-based flexible SERS substrates with a three-dimensional network structure have great application prospects in real life. At present, much research effort was made on nanofiber-based flexible SERS substrate, but the development and application in the biomedical field are still insufficient. The complex physiological environment of the human body puts forward high requirements for the detection performance of SERS substrate. SERS substrate needs to have good anti-interference performance and stability on the premise of ensuring sensitivity. By revealing the performance influence mechanism of nanofiber-based SERS substrate and according to the performance requirements of SERS sensors in the biomedical field, the future development trend of nanofiber-based SERS substrate is prospected, with a view to providing some reference for how to prepare high-performance nanofiber-based flexible SERS substrate and broaden its practical application. It is hoped that nanofiber-based SERS substrates would be widely applied for human health life monitoring and disease diagnosis in vitro and in vivo.

Key words: surface enhanced Raman spectroscopy, nanofiber, electrospinning, nanoparticle, biomedical, biosensor

CLC Number: 

  • TS101.4

Fig. 1

Outline of electromagnetic and chemical enhancement mechanisms in SERS"

Fig. 2

Schematic illustration of process for synthesis of highly sensitive three-dimensional porous AgNPs/PVA/Ag nanofibers SERS substrates"

Fig. 3

Concept outline of SERS-active Au/TPU electrospun wearable sweat pH sensor fabrication and application"

[1] FLEISCHMANN M, HENDRA P J, MCQUILLAN A J. Raman spectra of pyridine adsorbed at a silver elec-trode[J]. Chemical Physics Letters, 1974, 26(2): 163-166.
doi: 10.1016/0009-2614(74)85388-1
[2] JEANMAIRE D L, VAN Duyne R P. Surface Raman spectroelectrochemistry: part I: heterocyclic, aromatic, and aliphatic amines adsorbed on the anodized silver electrode[J]. Journal of Electroanalytical Chemistry and Interfacial Electrochemistry, 1977, 84(1): 1-20.
doi: 10.1016/S0022-0728(77)80224-6
[3] ALBRECHT M G, CREIGHTON J A. Anomalously intense Raman spectra of pyridine at a silver elec-trode[J]. Journal of the American Chemical Society, 1977, 99(15): 5215-5217.
doi: 10.1021/ja00457a071
[4] 邸志刚, 杨健倓, 王彪, 等. 表面增强拉曼散射及其应用进展[J]. 激光杂志, 2020, 41(4): 1-7.
DI Zhigang, YANG Jiantan, WANG Biao, et al. Surface enhanced Raman scattering and its application progress[J]. Laser Journal, 2020, 41(4): 1-7.
[5] 陈瑞鹏, 孙云凤, 霍冰洋, 等. 表面增强拉曼光谱技术在食品安全检测的应用[J]. 解放军预防医学杂志, 2020, 38(9): 146-149.
CHEN Ruipeng, SUN Yunfeng, HUO Bingyang, et al. Application of surface enhanced Raman spectroscopy in food safety detection[J]. Journal of Preventive Medicine of Chinese People's Liberation Army, 2020, 38(9): 146-149.
[6] 姜交来, 王少飞, 张靖, 等. 自组装金纳米粒子及其SERS应用[J]. 材料导报, 2016, 30(4): 77-80.
JIANG Jiaolai, WANG Shaofei, ZHANG Jing, et al. Self-assembly of gold nanoparticles and their application in SERS[J]. Materials Review, 2016, 30(4): 77-80.
[7] 张紫瑞, 汪燕青, 马自明, 等. 基于快速退火制备纳米金SERS基底的罗丹明B和罗丹明6G痕量检测[J]. 宁夏大学学报(自然科学版), 2021, 42(4): 408-411.
ZHANG Zirui, WANG Yanqing, MA Ziming, et al. Trace detection of Rhodamine B and Rhodamine 6G based on nanogold SERS substrate prepared by rapid annealing[J]. Journal of Ningxia University(Natural Science Edition), 2021, 42(4): 408-411.
[8] 裴君妍, 徐宗伟, 王钢, 等. Au@PS阵列SERS基底的特性研究[J]. 光散射学报, 2020, 32(3): 217-223.
doi: 10.13883/j.issn1004-5929.202003004
PEI Junyan, XU Zongwei, WANG Gang, et al. Study on SERS substrate properties of Au@PS arrays[J]. The Journal of Light Scattering, 2020, 32(3): 217-223.
doi: 10.13883/j.issn1004-5929.202003004
[9] LIOU P, NAYIGIZIKI F X, KONG F B, et al. Cellulose nanofibers coated with silver nanoparticles as a SERS platform for detection of pesticides in apples[J]. Carbohydrate Polymers, 2017, 157: 643-650.
doi: S0144-8617(16)31191-2 pmid: 27987973
[10] WANG C, LIU B, DOU X. Silver nanotriangles-loaded filter paper for ultrasensitive SERS detection application benefited by interspacing of sharp edges[J]. Sensors and Actuators B: Chemical, 2016, 231: 357-364.
doi: 10.1016/j.snb.2016.03.030
[11] 陈思远, 杨苗, 刘晓云, 等. 载Au@Ag核壳复合双金属纳米棒的复合滤纸用作SERS基底[J]. 光谱学与光谱分析, 2018, 38(6): 1747-1752.
CHEN Siyuan, YANG Miao, LIU Xiaoyun, et al. Study on Au@Ag core-shell composite bimetallic nanorods laoding filter paper as SERS substrate[J]. Spectroscopy and Spectral Analysis, 2018, 38(6): 1747-1752.
[12] FORTUNI B, INOSE T, UEZONO S, et al. In situ synthesis of Au-shelled Ag nanoparticles on PDMS for flexible, long-life, and broad spectrum-sensitive SERS substrates[J]. Chemical Communications, 2017, 53(82): 11298-11301.
doi: 10.1039/c7cc05420c pmid: 28920592
[13] 薛长国, 唐毓, 李世琴, 等. 基于可调控咖啡环效应的表面增强拉曼光谱法检测有机染料[J]. 分析化学, 2021, 49(1): 151-158.
XUE Changguo, TANG Yu, LI Shiqin, et al. Surface enhanced Raman spectroscopy for detection of organic dyes based on adjustable coffee ring effect[J]. Chinese Journal of Analytical Chemistry, 2021, 49(1): 151-158.
[14] 吴焕乐, 唐建设, 方娟, 等. PDMS-Ag基底表面增强拉曼光谱技术快速检测鱼肉中孔雀石绿[J]. 分析试验室, 2019, 38(2): 147-151.
WU Huanle, TANG Jianshe, FANG Juan, et al. Rapid detection of malachite green in fish by PDMS-Ag surface enhanced Raman spectroscopy[J]. Chinese Journal of Analysis Laboratory, 2019, 38(2): 147-151.
[15] YADAV S, SATIJA J. The current state of the art of plasmonic nanofibrous mats as SERS substrates: design, fabrication and sensor applications[J]. Journal of Materials Chemistry B, 2021, 9(2): 267-282.
doi: 10.1039/d0tb02137g pmid: 33241248
[16] LI Y, LU R, SHEN J Y, et al. Electrospun flexible poly/(bisphenol A carbonate) nanofibers decorated with Ag nanoparticles as effective 3D SERS substrates for trace TNT detection[J]. Analyst, 2017, 142(24): 4756-4764.
doi: 10.1039/C7AN01639E
[17] SEVERYUKHINA A N, PARAKHONSKIY B V, PRIKHOZHDENKO E S, et al. Nanoplasmonic chitosan nanofibers as effective sers substrate for detection of small molecules[J]. ACS Applied Materials & Interfaces, 2015, 7(28): 15466-15473.
[18] ZHANG C L, LÜ K P, CONG H P, et al. Controlled assemblies of gold nanorods in PVA nanofiber matrix as flexible free-standing SERS substrates by electros-pinning[J]. Small, 2012, 8(5): 648-653.
doi: 10.1002/smll.v8.5
[19] LIU Z C, YAN Z D, GUO J, et al. Palladium nanocubes assembled electrospun nanofiber membrane: facile preparation and catalytic properties[J]. Macromolecular Materials and Engineering, 2017. DOI: 10.1002/mame.201600432.
[20] CHEN S L, DING C, LIN Y, et al. SERS-active substrate assembled by Ag NW-embedded porous polystyrene fibers[J]. RSC Advances, 2020, 10(37): 21845-21851.
doi: 10.1039/d0ra01454k pmid: 35516612
[21] ZHANG C L, YU S H. Nanoparticles meet electrospinning: recent advances and future prospects[J]. Chemical Society Reviews, 2014, 43(13): 4423-4448.
doi: 10.1039/c3cs60426h
[22] BELL S E J, CHARRON G, CORTÉS E, et al. Towards reliable and quantitative surface-enhanced raman scattering (SERS): from key parameters to good analytical practice[J]. Angewandte Chemie International Edition, 2020, 59(14): 5454-5462.
doi: 10.1002/anie.v59.14
[23] PÉREZ-JIMÉNEZ A I, LYU D, LU Z, et al. Surface-enhanced Raman spectroscopy: benefits, trade-offs and future developments[J]. Chemical Science, 2020, 11(18): 4563-4577.
doi: 10.1039/D0SC00809E
[24] HE D, HU B, YAO Q F, et al. Large-scale synthesis of flexible free-standing SERS substrates with high sensitivity: electrospun PVA nanofibers embedded with controlled alignment of silver nanoparticles[J]. ACS Nano, 2009, 3(12): 3993-4002.
doi: 10.1021/nn900812f pmid: 19928883
[25] SHI J, YOU T, GAO Y, et al. Large-scale preparation of flexible and reusable surface-enhanced Raman scattering platform based on electrospinning AgNPs/PCL nanofiber membrane[J]. RSC Advances, 2017, 7(75): 47373-47379.
doi: 10.1039/C7RA09726C
[26] CAO M H, CHENG S, ZHOU X Z, et al. Preparation and surface-enhanced Raman performance of electrospun poly(vinyl alcohol)/high-concentration-gold nano-fibers[J]. Journal of Polymer Research, 2012. DOI: 10.1007/s10965-011-9810-4.
[27] KARAGOZ S, KIREMITLER N B, SAKIR M, et al. Synthesis of Ag and TiO2 modified polycaprolactone electrospun nanofibers (PCL/TiO2-Ag NFs) as a multifunctional material for SERS, photocatalysis and antibacterial applications[J]. Ecotoxicol Environ Saf, 2020. DOI: 10.1016/j.ecoenv.2019.109856.
[28] BAI L, JIA L, YAN Z, et al. Plasma-assisted fabrication of nanoparticle-decorated electrospun nanofibers[J]. Journal of the Taiwan Institute of Chemical Engineers, 2018, 82: 360-366.
doi: 10.1016/j.jtice.2017.11.022
[29] CHAMUAH N, BHUYAN N, DAS P P, et al. Gold-coated electrospun PVA nanofibers as SERS substrate for detection of pesticides[J]. Sensors and Actuators B: Chemical, 2018, 273: 710-717.
doi: 10.1016/j.snb.2018.06.079
[30] LIU Z C, YAN Z D, JIA L, et al. Gold nanoparticle decorated electrospun nanofibers: a 3D reproducible and sensitive SERS substrate[J]. Applied Surface Science, 2017, 403: 29-34.
doi: 10.1016/j.apsusc.2017.01.157
[31] AMARJARGAL A, TIJING L D, SHON H K, et al. Facile in situ growth of highly monodispersed Ag nanoparticles on electrospun PU nanofiber membranes: flexible and high efficiency substrates for surface enhanced Raman scattering[J]. Applied Surface Science, 2014, 308: 396-401.
doi: 10.1016/j.apsusc.2014.04.188
[32] KONG L, DONG N, TIAN G, et al. Highly enhanced Raman scattering with good reproducibility observed on a flexible PI nanofabric substrate decorated by silver nanoparticles with controlled size[J]. Applied Surface Science, 2020. DOI: 10.1016/j.apsusc.2020.145443.
[33] SHAO F, CAO J, YING Y, et al. Preparation of hydrophobic film by electrospinning for rapid SERS detection of trace triazophos[J]. Sensors, 2020. DOI: 10.3390/s20154120.
[34] SHAO J D, TONG L P, TANG S Y, et al. PLLA nanofibrous paper-based plasmonic substrate with tailored hydrophilicity for focusing SERS detection[J]. ACS Applied Materials & Interfaces, 2015, 7(9): 5391-5399.
[35] WANG X, GUO L. SERS Activity of semiconductors: crystalline and amorphous nanomaterials[J]. Angewandte Chemie International Edition, 2020, 59(11): 4231-4239.
doi: 10.1002/anie.v59.11
[36] WANG W, FENG Z Y, JIANG W, et al. Electrospun porous CuO-Ag nanofibers for quantitative sensitive SERS detection[J]. Crystengcomm, 2013, 15(7): 1339-1344.
doi: 10.1039/c2ce26591e
[37] ZHAO Y, SUN L, XI M, et al. Electrospun TiO2 nanofelt surface-decorated with Ag nanoparticles as sensitive and UV-cleanable substrate for surface enhanced raman scattering[J]. ACS Applied Materials & Interfaces, 2014, 6(8): 5759-5767.
[38] TANG W, CHASE D B, RABOLT J F. Immobilization of gold nanorods onto electrospun polycaprolactone fibers via polyelectrolyte decoration:a 3D SERS substrate[J]. Analytical Chemistry, 2013, 85(22): 10702-10709.
doi: 10.1021/ac400241z
[39] LEE C H, TIAN L, ABBAS A, et al. Directed assembly of gold nanorods using aligned electrospun polymer nanofibers for highly efficient SERS sub-strates[J]. Nanotechnology, 2011. DOI: 10.1088/0957-4484/22/27/275311.
[40] ZHAO X, LI C, LI Z, et al. In-situ electrospun aligned and maize-like AgNPs/PVA@Ag nanofibers for surface-enhanced Raman scattering on arbitrary surface[J]. Nanophotonics, 2019, 8(10): 1719-1729.
doi: 10.1515/nanoph-2019-0124
[41] JALAJA K, BHUVANESWARI S, GANIGA M, et al. Effective SERS detection using a flexible wiping substrate based on electrospun polystyrene nanofibers[J]. Analytical Methods, 2017, 9(26): 3998-4003.
doi: 10.1039/C7AY00882A
[42] SARAVANAN R K, NAQVI T K, PATIL S, et al. Purine-blended nanofiber woven flexible nanomats for SERS-based analyte detection[J]. Chemical Communications, 2020, 56(43): 5795-5798.
doi: 10.1039/d0cc00648c pmid: 32323673
[43] WANG L, ZHANG Y, ZHANG W Q, et al. Laser-induced plasmonic heating on silver nanoparticles/poly(N-isopropylacrylamide) mats for optimizing SERS detection[J]. Journal of Raman Spectroscopy, 2017, 48(2): 243-250.
doi: 10.1002/jrs.v48.2
[44] CHUNG M, SKINNER W H, ROBERT C, et al. Fabrication of a wearable flexible sweat ph sensor based on SERS-active Au/TPU electrospun nanofibers[J]. ACS Appl Mater Interfaces, 2021, 13(43): 51504-51518.
doi: 10.1021/acsami.1c15238
[45] YANG E, LI D, YIN P, et al. A novel surface-enhanced Raman scattering (SERS) strategy for ultrasensitive detection of bacteria based on three-dimensional (3D) DNA walker[J]. Biosensors and Bioelectronics, 2021. DOI: 10.1016/j.bios.2020.112758.
[46] CHEN D, ZHANG L, NING P, et al. In-situ growth of gold nanoparticles on electrospun flexible multilayered PVDF nanofibers for SERS sensing of molecules and bacteria[J]. Nano Research, 2021, 14(12): 4885-4893.
doi: 10.1007/s12274-021-3530-9
[47] YANG Y, ZHANG Z J, HE Y L, et al. Fabrication of Ag@TiO2 electrospinning nanofibrous felts as SERS substrate for direct and sensitive bacterial detection[J]. Sensors and Actuators B:Chemical, 2018, 273: 600-609.
doi: 10.1016/j.snb.2018.05.129
[48] WAN M, ZHAO H, PENG L, et al. Loading of Au/Ag bimetallic nanoparticles within and outside of the flexible SiO2 electrospun nanofibers as highly sensitive, stable, repeatable substrates for versatile and trace SERS detection[J]. Polymers (Basel), 2020. DOI: 10.3390/polym12123008.
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