Label-free and liquid state SERS detection of multi-scaled bioanalytes via light-induced pinpoint colloidal assembly
Surface-enhanced Raman scattering (SERS) has been extensively applied to detect complex analytes due to its ability to enhance the fingerprint signals of molecules around nanostructured metallic surfaces. Thus, it is essential to design SERS-active nanostructures with abundant electromagnetic hotspo...
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creator | Han, Seungyeon Park, Junhee Moon, Sunghyun Eom, Seonghyeon Jin, Chang Min Kim, Seungmin Ryu, Yong-Sang Choi, Yeonho Lee, Jong Bum Choi, Inhee |
description | Surface-enhanced Raman scattering (SERS) has been extensively applied to detect complex analytes due to its ability to enhance the fingerprint signals of molecules around nanostructured metallic surfaces. Thus, it is essential to design SERS-active nanostructures with abundant electromagnetic hotspots in a probed volume according to the dimensions of the analytes, as the analytes must be located in their hotspots for maximum signal enhancement. Herein, we demonstrate a simple method for detecting robust SERS signals from multi-scaled bioanalytes, regardless of their dimensions in the liquid state, through a photothermally driven co-assembly with colloidal plasmonic nanoparticles as signal enhancers. Under resonant light illumination, plasmonic nanoparticles and analytes in the solution quickly assemble at the focused surface area by convective movements induced by the photothermal heating of the plasmonic nanoparticles without any surface modification. Such collective assemblies of plasmonic nanoparticles and analytes were optimized by varying the optical density and surface charge of the nanoparticles, the viscosity of the solvent, and the light illumination time to maximize the SERS signals. Using these light-induced co-assemblies, the intrinsic SERS signals of small biomolecules can be detected down to nanomolar concentrations based on their fingerprint spectra. Furthermore, large-sized biomarkers, such as viruses and exosomes, were successfully detected without labels, and the complexity of the collected spectra was statistically analyzed using t-distributed stochastic neighbor embedding combined with support vector machine (t-SNE + SVM). The proposed method is expected to provide a robust and convenient method to sensitively detect biologically and environmentally relevant analytes at multiple scales in liquid samples.
A method utilizing photothermally driven assembly of colloidal plasmonic nanoparticles and multi-scaled bioanalytes is presented for enhancing SERS signals. This approach enables label-free detection of various biomolecules, including small biomolecules and larger biomarkers like viruses and exosomes, offering a robust and sensitive means to detect analytes in liquid samples. [Display omitted] |
doi_str_mv | 10.1016/j.bios.2024.116663 |
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A method utilizing photothermally driven assembly of colloidal plasmonic nanoparticles and multi-scaled bioanalytes is presented for enhancing SERS signals. This approach enables label-free detection of various biomolecules, including small biomolecules and larger biomarkers like viruses and exosomes, offering a robust and sensitive means to detect analytes in liquid samples. [Display omitted]</description><identifier>ISSN: 0956-5663</identifier><identifier>ISSN: 1873-4235</identifier><identifier>EISSN: 1873-4235</identifier><identifier>DOI: 10.1016/j.bios.2024.116663</identifier><identifier>PMID: 39167886</identifier><language>eng</language><publisher>England: Elsevier B.V</publisher><subject>Biomarkers ; Biosensing Techniques - methods ; Colloids - chemistry ; Exosomes ; Exosomes - chemistry ; Gold - chemistry ; Humans ; Light ; Metal Nanoparticles - chemistry ; Photothermal convection ; Plasmonic nanoparticles ; Silver - chemistry ; Spectrum Analysis, Raman - methods ; Surface-enhanced Raman spectroscopy ; Viruses</subject><ispartof>Biosensors & bioelectronics, 2024-11, Vol.264, p.116663, Article 116663</ispartof><rights>2024 Elsevier B.V.</rights><rights>Copyright © 2024 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c237t-6fb5f50bc0050b8c35146aa50ac4c9263fce5c1cc836a9307c4cb9e1420a676a3</cites><orcidid>0009-0004-4830-3630 ; 0000-0002-1996-2926 ; 0009-0009-4787-2192 ; 0000-0002-3222-4231</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0956566324006699$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39167886$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Han, Seungyeon</creatorcontrib><creatorcontrib>Park, Junhee</creatorcontrib><creatorcontrib>Moon, Sunghyun</creatorcontrib><creatorcontrib>Eom, Seonghyeon</creatorcontrib><creatorcontrib>Jin, Chang Min</creatorcontrib><creatorcontrib>Kim, Seungmin</creatorcontrib><creatorcontrib>Ryu, Yong-Sang</creatorcontrib><creatorcontrib>Choi, Yeonho</creatorcontrib><creatorcontrib>Lee, Jong Bum</creatorcontrib><creatorcontrib>Choi, Inhee</creatorcontrib><title>Label-free and liquid state SERS detection of multi-scaled bioanalytes via light-induced pinpoint colloidal assembly</title><title>Biosensors & bioelectronics</title><addtitle>Biosens Bioelectron</addtitle><description>Surface-enhanced Raman scattering (SERS) has been extensively applied to detect complex analytes due to its ability to enhance the fingerprint signals of molecules around nanostructured metallic surfaces. Thus, it is essential to design SERS-active nanostructures with abundant electromagnetic hotspots in a probed volume according to the dimensions of the analytes, as the analytes must be located in their hotspots for maximum signal enhancement. Herein, we demonstrate a simple method for detecting robust SERS signals from multi-scaled bioanalytes, regardless of their dimensions in the liquid state, through a photothermally driven co-assembly with colloidal plasmonic nanoparticles as signal enhancers. Under resonant light illumination, plasmonic nanoparticles and analytes in the solution quickly assemble at the focused surface area by convective movements induced by the photothermal heating of the plasmonic nanoparticles without any surface modification. Such collective assemblies of plasmonic nanoparticles and analytes were optimized by varying the optical density and surface charge of the nanoparticles, the viscosity of the solvent, and the light illumination time to maximize the SERS signals. Using these light-induced co-assemblies, the intrinsic SERS signals of small biomolecules can be detected down to nanomolar concentrations based on their fingerprint spectra. Furthermore, large-sized biomarkers, such as viruses and exosomes, were successfully detected without labels, and the complexity of the collected spectra was statistically analyzed using t-distributed stochastic neighbor embedding combined with support vector machine (t-SNE + SVM). The proposed method is expected to provide a robust and convenient method to sensitively detect biologically and environmentally relevant analytes at multiple scales in liquid samples.
A method utilizing photothermally driven assembly of colloidal plasmonic nanoparticles and multi-scaled bioanalytes is presented for enhancing SERS signals. This approach enables label-free detection of various biomolecules, including small biomolecules and larger biomarkers like viruses and exosomes, offering a robust and sensitive means to detect analytes in liquid samples. [Display omitted]</description><subject>Biomarkers</subject><subject>Biosensing Techniques - methods</subject><subject>Colloids - chemistry</subject><subject>Exosomes</subject><subject>Exosomes - chemistry</subject><subject>Gold - chemistry</subject><subject>Humans</subject><subject>Light</subject><subject>Metal Nanoparticles - chemistry</subject><subject>Photothermal convection</subject><subject>Plasmonic nanoparticles</subject><subject>Silver - chemistry</subject><subject>Spectrum Analysis, Raman - methods</subject><subject>Surface-enhanced Raman spectroscopy</subject><subject>Viruses</subject><issn>0956-5663</issn><issn>1873-4235</issn><issn>1873-4235</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kE1LxDAQhoMoun78AQ-So5euSdOkLXgRWT9gQfDjHKbpVLOkzdqkwv57s6x69DIDM-_7DvMQcs7ZnDOurlbzxvowz1lezDlXSok9MuNVKbIiF3KfzFgtVSbT_Igch7BijJW8ZofkSNRclVWlZiQuoUGXdSMihaGlzn5OtqUhQkT6snh-oS1GNNH6gfqO9pOLNgsGHLY0XYcB3CZioF8Wkvf9I2Z2aCeTtms7rL0dIjXeOW9bcBRCwL5xm1Ny0IELePbTT8jb3eL19iFbPt0_3t4sM5OLMmaqa2QnWWMYS7UyQvJCAUgGpjB1rkRnUBpuTCUU1IKVadzUyIucgSoViBNyuctdj_5zwhB1b4NB52BAPwUttoBKVecySfOd1Iw-hBE7vR5tD-NGc6a3tPVKb2nrLW29o51MFz_5U9Nj-2f5xZsE1zsBpi-_LI46GItDwmPHBFW33v6X_w1tPpIm</recordid><startdate>20241115</startdate><enddate>20241115</enddate><creator>Han, Seungyeon</creator><creator>Park, Junhee</creator><creator>Moon, Sunghyun</creator><creator>Eom, Seonghyeon</creator><creator>Jin, Chang Min</creator><creator>Kim, Seungmin</creator><creator>Ryu, Yong-Sang</creator><creator>Choi, Yeonho</creator><creator>Lee, Jong Bum</creator><creator>Choi, Inhee</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0009-0004-4830-3630</orcidid><orcidid>https://orcid.org/0000-0002-1996-2926</orcidid><orcidid>https://orcid.org/0009-0009-4787-2192</orcidid><orcidid>https://orcid.org/0000-0002-3222-4231</orcidid></search><sort><creationdate>20241115</creationdate><title>Label-free and liquid state SERS detection of multi-scaled bioanalytes via light-induced pinpoint colloidal assembly</title><author>Han, Seungyeon ; Park, Junhee ; Moon, Sunghyun ; Eom, Seonghyeon ; Jin, Chang Min ; Kim, Seungmin ; Ryu, Yong-Sang ; Choi, Yeonho ; Lee, Jong Bum ; Choi, Inhee</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c237t-6fb5f50bc0050b8c35146aa50ac4c9263fce5c1cc836a9307c4cb9e1420a676a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Biomarkers</topic><topic>Biosensing Techniques - methods</topic><topic>Colloids - chemistry</topic><topic>Exosomes</topic><topic>Exosomes - chemistry</topic><topic>Gold - chemistry</topic><topic>Humans</topic><topic>Light</topic><topic>Metal Nanoparticles - chemistry</topic><topic>Photothermal convection</topic><topic>Plasmonic nanoparticles</topic><topic>Silver - chemistry</topic><topic>Spectrum Analysis, Raman - methods</topic><topic>Surface-enhanced Raman spectroscopy</topic><topic>Viruses</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Han, Seungyeon</creatorcontrib><creatorcontrib>Park, Junhee</creatorcontrib><creatorcontrib>Moon, Sunghyun</creatorcontrib><creatorcontrib>Eom, Seonghyeon</creatorcontrib><creatorcontrib>Jin, Chang Min</creatorcontrib><creatorcontrib>Kim, Seungmin</creatorcontrib><creatorcontrib>Ryu, Yong-Sang</creatorcontrib><creatorcontrib>Choi, Yeonho</creatorcontrib><creatorcontrib>Lee, Jong Bum</creatorcontrib><creatorcontrib>Choi, Inhee</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Biosensors & bioelectronics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Han, Seungyeon</au><au>Park, Junhee</au><au>Moon, Sunghyun</au><au>Eom, Seonghyeon</au><au>Jin, Chang Min</au><au>Kim, Seungmin</au><au>Ryu, Yong-Sang</au><au>Choi, Yeonho</au><au>Lee, Jong Bum</au><au>Choi, Inhee</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Label-free and liquid state SERS detection of multi-scaled bioanalytes via light-induced pinpoint colloidal assembly</atitle><jtitle>Biosensors & bioelectronics</jtitle><addtitle>Biosens Bioelectron</addtitle><date>2024-11-15</date><risdate>2024</risdate><volume>264</volume><spage>116663</spage><pages>116663-</pages><artnum>116663</artnum><issn>0956-5663</issn><issn>1873-4235</issn><eissn>1873-4235</eissn><abstract>Surface-enhanced Raman scattering (SERS) has been extensively applied to detect complex analytes due to its ability to enhance the fingerprint signals of molecules around nanostructured metallic surfaces. Thus, it is essential to design SERS-active nanostructures with abundant electromagnetic hotspots in a probed volume according to the dimensions of the analytes, as the analytes must be located in their hotspots for maximum signal enhancement. Herein, we demonstrate a simple method for detecting robust SERS signals from multi-scaled bioanalytes, regardless of their dimensions in the liquid state, through a photothermally driven co-assembly with colloidal plasmonic nanoparticles as signal enhancers. Under resonant light illumination, plasmonic nanoparticles and analytes in the solution quickly assemble at the focused surface area by convective movements induced by the photothermal heating of the plasmonic nanoparticles without any surface modification. Such collective assemblies of plasmonic nanoparticles and analytes were optimized by varying the optical density and surface charge of the nanoparticles, the viscosity of the solvent, and the light illumination time to maximize the SERS signals. Using these light-induced co-assemblies, the intrinsic SERS signals of small biomolecules can be detected down to nanomolar concentrations based on their fingerprint spectra. Furthermore, large-sized biomarkers, such as viruses and exosomes, were successfully detected without labels, and the complexity of the collected spectra was statistically analyzed using t-distributed stochastic neighbor embedding combined with support vector machine (t-SNE + SVM). The proposed method is expected to provide a robust and convenient method to sensitively detect biologically and environmentally relevant analytes at multiple scales in liquid samples.
A method utilizing photothermally driven assembly of colloidal plasmonic nanoparticles and multi-scaled bioanalytes is presented for enhancing SERS signals. This approach enables label-free detection of various biomolecules, including small biomolecules and larger biomarkers like viruses and exosomes, offering a robust and sensitive means to detect analytes in liquid samples. [Display omitted]</abstract><cop>England</cop><pub>Elsevier B.V</pub><pmid>39167886</pmid><doi>10.1016/j.bios.2024.116663</doi><orcidid>https://orcid.org/0009-0004-4830-3630</orcidid><orcidid>https://orcid.org/0000-0002-1996-2926</orcidid><orcidid>https://orcid.org/0009-0009-4787-2192</orcidid><orcidid>https://orcid.org/0000-0002-3222-4231</orcidid></addata></record> |
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subjects | Biomarkers Biosensing Techniques - methods Colloids - chemistry Exosomes Exosomes - chemistry Gold - chemistry Humans Light Metal Nanoparticles - chemistry Photothermal convection Plasmonic nanoparticles Silver - chemistry Spectrum Analysis, Raman - methods Surface-enhanced Raman spectroscopy Viruses |
title | Label-free and liquid state SERS detection of multi-scaled bioanalytes via light-induced pinpoint colloidal assembly |
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