Ultrasensitive SERS Detection of Five β‑Blockers Achieved Using Chemometrics with a Two-Dimensional Substrate Formed by Large-Sized Ag@SiO2 Nanoparticles
We report on a surface-enhanced Raman scattering (SERS) platform for the detection of five beta-blockers (β-blockers): atenolol, esmolol, labetalol, sotalol, and propranolol. Key to this platform was a two-dimensional substrate formed by self-assembling large Ag@SiO2 nanoparticles (Ag@SiO2 NPs) on a...
Saved in:
Published in | Analytical chemistry (Washington) Vol. 96; no. 41; pp. 16379 - 16386 |
---|---|
Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Washington
American Chemical Society
15.10.2024
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | We report on a surface-enhanced Raman scattering (SERS) platform for the detection of five beta-blockers (β-blockers): atenolol, esmolol, labetalol, sotalol, and propranolol. Key to this platform was a two-dimensional substrate formed by self-assembling large Ag@SiO2 nanoparticles (Ag@SiO2 NPs) on a silicon wafer. The close arrangement of these large nanoparticles on the surface generated a strong and uniform electromagnetic field, which enhanced SERS signal intensity for the detection of small amounts of the target molecules. The intensities of characteristic peaks of the five β-blocker drugs increased linearly with the increase of their concentrations in the range of 10–5 to 10–8 mol/L. The detection limits were 10–10 mol/L for propranolol, 10–9 mol/L for atenolol, labetalol, and sotalol, and 10–8 mol/L for esmolol. Determination of these five β-blocker drugs added to human urine samples, using a portable Raman spectroscopy instrument, showed quantitative recovery (93–101%). Principal component analysis (PCA) and hierarchical cluster analysis (HCA) of SERS spectral data improved the differentiation among these five β-blockers. This study highlights the potential of the developed SERS platform for rapid, on-site detection of illicit drugs and for antidoping screening. |
---|---|
AbstractList | We report on a surface-enhanced Raman scattering (SERS) platform for the detection of five beta-blockers (β-blockers): atenolol, esmolol, labetalol, sotalol, and propranolol. Key to this platform was a two-dimensional substrate formed by self-assembling large Ag@SiO2 nanoparticles (Ag@SiO2 NPs) on a silicon wafer. The close arrangement of these large nanoparticles on the surface generated a strong and uniform electromagnetic field, which enhanced SERS signal intensity for the detection of small amounts of the target molecules. The intensities of characteristic peaks of the five β-blocker drugs increased linearly with the increase of their concentrations in the range of 10–5 to 10–8 mol/L. The detection limits were 10–10 mol/L for propranolol, 10–9 mol/L for atenolol, labetalol, and sotalol, and 10–8 mol/L for esmolol. Determination of these five β-blocker drugs added to human urine samples, using a portable Raman spectroscopy instrument, showed quantitative recovery (93–101%). Principal component analysis (PCA) and hierarchical cluster analysis (HCA) of SERS spectral data improved the differentiation among these five β-blockers. This study highlights the potential of the developed SERS platform for rapid, on-site detection of illicit drugs and for antidoping screening. We report on a surface-enhanced Raman scattering (SERS) platform for the detection of five beta-blockers (β-blockers): atenolol, esmolol, labetalol, sotalol, and propranolol. Key to this platform was a two-dimensional substrate formed by self-assembling large Ag@SiO2 nanoparticles (Ag@SiO2 NPs) on a silicon wafer. The close arrangement of these large nanoparticles on the surface generated a strong and uniform electromagnetic field, which enhanced SERS signal intensity for the detection of small amounts of the target molecules. The intensities of characteristic peaks of the five β-blocker drugs increased linearly with the increase of their concentrations in the range of 10-5 to 10-8 mol/L. The detection limits were 10-10 mol/L for propranolol, 10-9 mol/L for atenolol, labetalol, and sotalol, and 10-8 mol/L for esmolol. Determination of these five β-blocker drugs added to human urine samples, using a portable Raman spectroscopy instrument, showed quantitative recovery (93-101%). Principal component analysis (PCA) and hierarchical cluster analysis (HCA) of SERS spectral data improved the differentiation among these five β-blockers. This study highlights the potential of the developed SERS platform for rapid, on-site detection of illicit drugs and for antidoping screening.We report on a surface-enhanced Raman scattering (SERS) platform for the detection of five beta-blockers (β-blockers): atenolol, esmolol, labetalol, sotalol, and propranolol. Key to this platform was a two-dimensional substrate formed by self-assembling large Ag@SiO2 nanoparticles (Ag@SiO2 NPs) on a silicon wafer. The close arrangement of these large nanoparticles on the surface generated a strong and uniform electromagnetic field, which enhanced SERS signal intensity for the detection of small amounts of the target molecules. The intensities of characteristic peaks of the five β-blocker drugs increased linearly with the increase of their concentrations in the range of 10-5 to 10-8 mol/L. The detection limits were 10-10 mol/L for propranolol, 10-9 mol/L for atenolol, labetalol, and sotalol, and 10-8 mol/L for esmolol. Determination of these five β-blocker drugs added to human urine samples, using a portable Raman spectroscopy instrument, showed quantitative recovery (93-101%). Principal component analysis (PCA) and hierarchical cluster analysis (HCA) of SERS spectral data improved the differentiation among these five β-blockers. This study highlights the potential of the developed SERS platform for rapid, on-site detection of illicit drugs and for antidoping screening. We report on a surface-enhanced Raman scattering (SERS) platform for the detection of five beta-blockers (β-blockers): atenolol, esmolol, labetalol, sotalol, and propranolol. Key to this platform was a two-dimensional substrate formed by self-assembling large Ag@SiO₂ nanoparticles (Ag@SiO₂ NPs) on a silicon wafer. The close arrangement of these large nanoparticles on the surface generated a strong and uniform electromagnetic field, which enhanced SERS signal intensity for the detection of small amounts of the target molecules. The intensities of characteristic peaks of the five β-blocker drugs increased linearly with the increase of their concentrations in the range of 10–⁵ to 10–⁸ mol/L. The detection limits were 10–¹⁰ mol/L for propranolol, 10–⁹ mol/L for atenolol, labetalol, and sotalol, and 10–⁸ mol/L for esmolol. Determination of these five β-blocker drugs added to human urine samples, using a portable Raman spectroscopy instrument, showed quantitative recovery (93–101%). Principal component analysis (PCA) and hierarchical cluster analysis (HCA) of SERS spectral data improved the differentiation among these five β-blockers. This study highlights the potential of the developed SERS platform for rapid, on-site detection of illicit drugs and for antidoping screening. |
Author | Wang, Tianrun Liu, Xinling Jiang, Yuning Guo, Xiaoyu Wen, Ying Yang, Haifeng Wu, Yiping Xie, Ziyue Cheng, Tao |
AuthorAffiliation | The Education Ministry Key Laboratory of Resource Chemistry, Joint International Research Laboratory of Resource Chemistry, Ministry of Education, Shanghai Key Laboratory of Rare Earth Functional Materials, and Shanghai Frontiers Science Center of Biomimetic Catalysis, College of Chemistry and Materials Science |
AuthorAffiliation_xml | – name: The Education Ministry Key Laboratory of Resource Chemistry, Joint International Research Laboratory of Resource Chemistry, Ministry of Education, Shanghai Key Laboratory of Rare Earth Functional Materials, and Shanghai Frontiers Science Center of Biomimetic Catalysis, College of Chemistry and Materials Science |
Author_xml | – sequence: 1 givenname: Tao surname: Cheng fullname: Cheng, Tao – sequence: 2 givenname: Ziyue surname: Xie fullname: Xie, Ziyue – sequence: 3 givenname: Tianrun surname: Wang fullname: Wang, Tianrun – sequence: 4 givenname: Yuning surname: Jiang fullname: Jiang, Yuning – sequence: 5 givenname: Xiaoyu surname: Guo fullname: Guo, Xiaoyu – sequence: 6 givenname: Xinling orcidid: 0000-0003-3106-670X surname: Liu fullname: Liu, Xinling – sequence: 7 givenname: Ying surname: Wen fullname: Wen, Ying – sequence: 8 givenname: Haifeng orcidid: 0000-0003-3017-4215 surname: Yang fullname: Yang, Haifeng email: hfyang@shnu.edu.cn – sequence: 9 givenname: Yiping orcidid: 0000-0002-7210-1332 surname: Wu fullname: Wu, Yiping email: yipingwu@shnu.edu.cn |
BookMark | eNqNkU1OHDEQha0IJAbIDVhYyoZND2W7_7xjGBiCNAKJZtYtt6d6xqS7DW0PCFZcIfucIgfhEDlJ3IIIiVVWpSp99ar03i7Z6myHhBwwGDPg7EhpN1adavQa23GsQWRSfCEjlnCI0jznW2QEACLiGcAO2XXuFoAxYOmI_Fo0vlcOO2e8eUBanF0X9BQ9am9sR21NZ8P49fefl58njdU_sHd0otcGH3BJF850KzoNZ22Lvjfa0Ufj11TRm0cbnZp20LXhM1psKhcOeaQz27dhtXqic9WvMCrMc2gnq-PCXHF6qTp7p3pvdINun2zXqnH49b3ukcXs7Gb6PZpfnV9MJ_NIcQk-StNlopI0kZzFtaizSuWcYZyLWNdac64TAXUmtcRsmUuIK1kB51JkmIlgQyX2yOGb7l1v7zfofNkap7FpVId240rBEhHUUiH_A2U84TIXLKDfPqG3dtMHMwaKQ5pALkWg4I0KIX4ADMoh2XIY_ku2fE9W_AURM51S |
ContentType | Journal Article |
Copyright | 2024 American Chemical Society Copyright American Chemical Society Oct 15, 2024 |
Copyright_xml | – notice: 2024 American Chemical Society – notice: Copyright American Chemical Society Oct 15, 2024 |
DBID | 7QF 7QO 7QQ 7SC 7SE 7SP 7SR 7TA 7TB 7TM 7U5 7U7 7U9 8BQ 8FD C1K F28 FR3 H8D H8G H94 JG9 JQ2 KR7 L7M L~C L~D P64 7X8 7S9 L.6 |
DOI | 10.1021/acs.analchem.4c03793 |
DatabaseName | Aluminium Industry Abstracts Biotechnology Research Abstracts Ceramic Abstracts Computer and Information Systems Abstracts Corrosion Abstracts Electronics & Communications Abstracts Engineered Materials Abstracts Materials Business File Mechanical & Transportation Engineering Abstracts Nucleic Acids Abstracts Solid State and Superconductivity Abstracts Toxicology Abstracts Virology and AIDS Abstracts METADEX Technology Research Database Environmental Sciences and Pollution Management ANTE: Abstracts in New Technology & Engineering Engineering Research Database Aerospace Database Copper Technical Reference Library AIDS and Cancer Research Abstracts Materials Research Database ProQuest Computer Science Collection Civil Engineering Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional Biotechnology and BioEngineering Abstracts MEDLINE - Academic AGRICOLA AGRICOLA - Academic |
DatabaseTitle | Materials Research Database Technology Research Database Computer and Information Systems Abstracts – Academic Mechanical & Transportation Engineering Abstracts Nucleic Acids Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts Materials Business File Environmental Sciences and Pollution Management Aerospace Database Copper Technical Reference Library Engineered Materials Abstracts Biotechnology Research Abstracts AIDS and Cancer Research Abstracts Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering Civil Engineering Abstracts Aluminium Industry Abstracts Virology and AIDS Abstracts Toxicology Abstracts Electronics & Communications Abstracts Ceramic Abstracts METADEX Biotechnology and BioEngineering Abstracts Computer and Information Systems Abstracts Professional Solid State and Superconductivity Abstracts Engineering Research Database Corrosion Abstracts MEDLINE - Academic AGRICOLA AGRICOLA - Academic |
DatabaseTitleList | Materials Research Database MEDLINE - Academic AGRICOLA |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering Chemistry |
EISSN | 1520-6882 |
EndPage | 16386 |
ExternalDocumentID | c512518651 |
GroupedDBID | --- -DZ -~X .DC .K2 23M 4.4 53G 55A 5GY 5RE 5VS 6J9 7~N 85S AABXI AAHBH ABHFT ABHMW ABJNI ABMVS ABOCM ABPPZ ABQRX ABUCX ACBEA ACGFO ACGFS ACGOD ACIWK ACJ ACKOT ACNCT ACPRK ACS ADHLV AEESW AENEX AFEFF AFRAH AGXLV AHGAQ ALMA_UNASSIGNED_HOLDINGS AQSVZ BAANH BKOMP CS3 CUPRZ D0L EBS ED~ F5P GGK GNL IH9 IHE JG~ KZ1 LMP P2P PQQKQ ROL RXW TAE TN5 UHB UI2 UKR VF5 VG9 VQA W1F WH7 X6Y XSW YZZ ZCA ~02 7QF 7QO 7QQ 7SC 7SE 7SP 7SR 7TA 7TB 7TM 7U5 7U7 7U9 8BQ 8FD ABBLG ABLBI C1K F28 FR3 H8D H8G H94 JG9 JQ2 KR7 L7M L~C L~D P64 7X8 7S9 L.6 |
ID | FETCH-LOGICAL-a290t-66d5a5659214f3f7ba821e4834cfcc22c530f79c9e7d8904b9b022937e73110b3 |
IEDL.DBID | ACS |
ISSN | 0003-2700 1520-6882 |
IngestDate | Fri Jul 11 03:50:16 EDT 2025 Fri Jul 11 07:42:17 EDT 2025 Mon Jun 30 10:11:52 EDT 2025 Wed Oct 16 03:12:45 EDT 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 41 |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-a290t-66d5a5659214f3f7ba821e4834cfcc22c530f79c9e7d8904b9b022937e73110b3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
ORCID | 0000-0003-3106-670X 0000-0002-7210-1332 0000-0003-3017-4215 |
PQID | 3120650893 |
PQPubID | 45400 |
PageCount | 8 |
ParticipantIDs | proquest_miscellaneous_3153834639 proquest_miscellaneous_3112529831 proquest_journals_3120650893 acs_journals_10_1021_acs_analchem_4c03793 |
PublicationCentury | 2000 |
PublicationDate | 2024-10-15 |
PublicationDateYYYYMMDD | 2024-10-15 |
PublicationDate_xml | – month: 10 year: 2024 text: 2024-10-15 day: 15 |
PublicationDecade | 2020 |
PublicationPlace | Washington |
PublicationPlace_xml | – name: Washington |
PublicationTitle | Analytical chemistry (Washington) |
PublicationTitleAlternate | Anal. Chem |
PublicationYear | 2024 |
Publisher | American Chemical Society |
Publisher_xml | – name: American Chemical Society |
SSID | ssj0011016 |
Score | 2.4825735 |
Snippet | We report on a surface-enhanced Raman scattering (SERS) platform for the detection of five beta-blockers (β-blockers): atenolol, esmolol, labetalol, sotalol,... |
SourceID | proquest acs |
SourceType | Aggregation Database Publisher |
StartPage | 16379 |
SubjectTerms | Atenolol Beta blockers beta-adrenergic antagonists chemometrics Cluster analysis Detection limits Drug screening Drugs electromagnetic field Electromagnetic fields humans Nanoparticles principal component analysis Principal components analysis Propranolol Raman spectra Raman spectroscopy Self-assembly silicon Silicon dioxide Silicon wafers Silver spectral analysis Target detection urine |
Title | Ultrasensitive SERS Detection of Five β‑Blockers Achieved Using Chemometrics with a Two-Dimensional Substrate Formed by Large-Sized Ag@SiO2 Nanoparticles |
URI | http://dx.doi.org/10.1021/acs.analchem.4c03793 https://www.proquest.com/docview/3120650893 https://www.proquest.com/docview/3112529831 https://www.proquest.com/docview/3153834639 |
Volume | 96 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3NTtwwELYKPVAOtIVWQGnlSr30kCXxT-Lcul1YIdQWqWElbivbcWC1JZFIFlROfYXe-xR9kD5En6Qz3gQqEFU5xn9yxvbMN57xDCFvhDBcRjwO8tSAgmKlCkxiZWBlLlWMHFDjhf7HT_HeSOwfyaNrRfGmBZ9F29rWPQ1EhX847QkbcthRC-Qhi-EcIxQaZFdWA9REuwx5aFDtnsrdMQoKJFvfYsJesgwfk4Pufc7coWTamzWmZy9vh2v8z0k_ISstyKT9-a54Sh64cpUsDbrcbqtk-a8whGvkx-hLcwbSrKy9IxHNdj9ndMc13kurpFVBh1j86-fvb9_fg_CbAmSkfXsycecup97pgOLg1Smm57I1xctdqunhRRXsYPaAeeQPikzKB8OlQ0DK0NV8pR_QEz3IJpfw2T9-l00OGAWOD6p867H3jIyGu4eDvaDN2hBoloZNEMe51BKttZEoeJEYrVjk8M7SFtYyZiUPiyS1qUtylYbCpAZwBKAkl3BYQcOfk8WyKt06oRrgIIt9vB4jnJJamFA6BbRUKua22CBvgdDj9tTVY29QZ9EYCzvqj1vqb5CtbpmvO_CIeYiK1a-vqmEt0GqiS1fNsA1gQJYqHv2rDcgNLgDtbd5jSi_IIwYQCSVhJLfIYnM2cy8B4jTmld_XfwBKKvki |
linkProvider | American Chemical Society |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3NbtQwELZKORQO_BQqCgWMxIVDlsQ_iXNj2Xa1wLZIZBf1FtmOA6vSRGqyIHriFbjzFDwID8GTMOMmWwQCqcc4tjUZT2Y-e8YzhDwWwnAZ8TgoUgMbFCtVYBIrAysLqWLUgBoP9PcP4slcvDyUh2tE9ndhgIgGZmq8E_88u0D0FNs08BY-5XggbMhBsC6Ry4BHGAr2cJStnAe4Ie0L5aFftb8x949Z0C7Z5i9d7A3M-Dp5uyLNx5UcDZatGdjTP7I2Xpj2G-RaBznp8ExGbpI1V22SjVFf6W2TXP0tKeEt8m3-oT0B21Y1PqyIZntvMrrrWh-zVdG6pGNs_vH955evz8EUHgGApEP7fuE-uoL6EASKk9fHWKzLNhSPeqmms091sIu1BM7ygFBUWT41Lh0Dboah5jOdYlx6kC1O4XH47lm2eM0o6H_Y2Hfxe7fJfLw3G02CroZDoFkatkEcF1JL9N1GouRlYrRikcMTTFtay5iVPCyT1KYuKVQaCpMaQBWAmVzCYSEN3yLrVV25O4RqAIcs9tl7jHBKamFC6RTwUqmY23KbPAFG590_2OTevc6iHBt77ucd97fJTr_a5wN4xDxgxdePVq9hLdCHoitXL7EPIEKWKh79rw9YES4A-929AEkPycZktj_Npy8OXt0jVxiAJ7SRkdwh6-3J0t0H8NOaB17UfwFZwwGS |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NbtQwELagSPwc-CkgCgWMxIVDlsQ_iXNj2W1UoBREulLVS2Q7DqxKE9RkQfTEK3DnKXgQHoInYcZNlgoEEhzjP43HY89nz2SGkPtCGC4jHgdlauCCYqUKTGJlYGUpVYwnoMYH_efb8eZMPN2VuydSfQERLYzUeiM-7up3ZdVHGIgeYrkG_sJ0DkbChhyE6zQ5g5Y7FO7xJF8aEPBSOiTLQ9vq8NfcH0ZB3WTb385jr2SyS2RvSZ73LdkfLTozske_RG78L_ovk4s99KTjY1m5Qk65epWcmwwZ31bJhRPBCa-SL7O33SHouLr17kU033iV06nrvO9WTZuKZlj87ev3T58fg0rcByBJx_bN3L13JfWuCBQHbw4waZdtKT75Uk13PjTBFHMKHMcDoXh0-RC5NAP8DF3NR7qF_ulBPj-Cz_HrR_n8BaOgB-CC3_vxXSOzbGNnshn0uRwCzdKwC-K4lFqiDTcSFa8SoxWLHL5k2spaxqzkYZWkNnVJqdJQmNQAugDs5BIOi2n4dbJSN7W7QagGkMhiH8XHCKekFiaUTgEvlYq5rdbIA2B00e_FtvBmdhYVWDhwv-i5v0bWhxX_2YFHzANXrL63rIa1QFuKrl2zwDaADFmqePS3NqBNuAAMePMfSLpLzr6cZsXWk-1nt8h5BhgKVWUk18lKd7hwtwEDdeaOl_Yfm5MEFQ |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Ultrasensitive+SERS+Detection+of+Five+%CE%B2%E2%80%91Blockers+Achieved+Using+Chemometrics+with+a+Two-Dimensional+Substrate+Formed+by+Large-Sized+Ag%40SiO%E2%82%82+Nanoparticles&rft.jtitle=Analytical+chemistry+%28Washington%29&rft.au=Cheng%2C+Tao&rft.au=Xie%2C+Ziyue&rft.au=Wang%2C+Tianrun&rft.au=Jiang%2C+Yuning&rft.date=2024-10-15&rft.issn=1520-6882&rft.volume=96&rft.issue=41+p.16379-16386&rft.spage=16379&rft.epage=16386&rft_id=info:doi/10.1021%2Facs.analchem.4c03793&rft.externalDBID=NO_FULL_TEXT |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0003-2700&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0003-2700&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0003-2700&client=summon |