CRISPR-associated Plasmonic Colorimeter Method (Ca-PCM): A real-time RGB detection system for gold nanoparticles-based nucleic acid biosensors
The detection of genetic sequences represents the gold standard procedure for species discrimination, genetic characterisation of tumours, and identification of pathogens. The development of new molecular detection methods, accessible and cost effective, is of great relevance. Biosensors based on pl...
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creator | Alarcón-Iniesta, Hernán de Arana, Guillermo López-Valls, María Pardo, Demian Escalona-Noguero, Carmen Rodríguez, Ciro Castellanos, Milagros Cobelo, Sara Martínez-Ramírez, Isidoro Camarero, Julio Heras, Sergio de las de Vicente, Javier Valera, Andrés Smith, Warren Bernardo-Gavito, Ramón Cantón, Rafael Galán, Juan Carlos Granados, Daniel Miranda, Rodolfo Guerrero, Héctor Sot, Begoña |
description | The detection of genetic sequences represents the gold standard procedure for species discrimination, genetic characterisation of tumours, and identification of pathogens. The development of new molecular detection methods, accessible and cost effective, is of great relevance. Biosensors based on plasmonic nanoparticles, such as gold nanoparticles (AuNPs), provide a powerful and versatile platform for highly sensitive, economic, user-friendly and label-free sensing. However, the readout techniques typically employed with such sensors lack temporal and kinetic information, which hampers the ability to perform quantitative detection.
In this study, a novel methodology designated the ‘CRISPR-associated Plasmonic Colorimeter Method’ (Ca-PCM), has been developed. This method combines RNA target recognition by CRISPR LwaCas13a, AuNPs' aggregation, and real-time colorimetric Red-Green-Blue (RGB) analysis. The system registers the AuNP's plasmonic signatures in real-time using a RGB colour sensor with 3-channel silicon photodiodes having blue, green and red sensitivities. The acquired signals are automatically analysed by an algorithm designed to distinguish between positive and negative samples and to correlate the temporal spectral patterns of aggregation with dose-dependent molecular detection of the RNA target. In addition, the combination of Ca-PCM with a previous isothermal amplification allows the target efficient detection in real clinical applications.
We have shown that the combination of RGB analysis and continuous temporal measurements is a novel and promising method to characterise the behaviour of gold nanoparticle-based biosensors and to achieve dose-dependent target detection. In addition, the simplicity and cost-effectiveness of this new approach expand the possibilities of other plasmonic-based biosensors and their applicability in low-resources clinical environments.
[Display omitted]
•Ca-PCM enables RNA detection using AuNP aggregation and real-time RGB measurements.•Analysis of temporal spectral patterns allows dose-dependent target detection.•Ca-PCM can be coupled with one-pot/two-step isothermal amplification.•One-pot/two-step Ca-PCM is compatible for the evaluation of clinical samples.•A new method for exploiting plasmonic-based biosensors is demonstrated. |
doi_str_mv | 10.1016/j.aca.2024.343601 |
format | Article |
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In this study, a novel methodology designated the ‘CRISPR-associated Plasmonic Colorimeter Method’ (Ca-PCM), has been developed. This method combines RNA target recognition by CRISPR LwaCas13a, AuNPs' aggregation, and real-time colorimetric Red-Green-Blue (RGB) analysis. The system registers the AuNP's plasmonic signatures in real-time using a RGB colour sensor with 3-channel silicon photodiodes having blue, green and red sensitivities. The acquired signals are automatically analysed by an algorithm designed to distinguish between positive and negative samples and to correlate the temporal spectral patterns of aggregation with dose-dependent molecular detection of the RNA target. In addition, the combination of Ca-PCM with a previous isothermal amplification allows the target efficient detection in real clinical applications.
We have shown that the combination of RGB analysis and continuous temporal measurements is a novel and promising method to characterise the behaviour of gold nanoparticle-based biosensors and to achieve dose-dependent target detection. In addition, the simplicity and cost-effectiveness of this new approach expand the possibilities of other plasmonic-based biosensors and their applicability in low-resources clinical environments.
[Display omitted]
•Ca-PCM enables RNA detection using AuNP aggregation and real-time RGB measurements.•Analysis of temporal spectral patterns allows dose-dependent target detection.•Ca-PCM can be coupled with one-pot/two-step isothermal amplification.•One-pot/two-step Ca-PCM is compatible for the evaluation of clinical samples.•A new method for exploiting plasmonic-based biosensors is demonstrated.</description><identifier>ISSN: 0003-2670</identifier><identifier>ISSN: 1873-4324</identifier><identifier>EISSN: 1873-4324</identifier><identifier>DOI: 10.1016/j.aca.2024.343601</identifier><identifier>PMID: 39832868</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Biosensing Techniques - methods ; Biosensor ; Clustered Regularly Interspaced Short Palindromic Repeats - genetics ; Colorimetry ; CRISPR-Cas Systems - genetics ; CRISPR/Cas ; Gold - chemistry ; Gold nanoparticles ; Humans ; Metal Nanoparticles - chemistry ; Real-time RGB ; RNA detection</subject><ispartof>Analytica chimica acta, 2025-02, Vol.1338, p.343601, Article 343601</ispartof><rights>2024 The Authors</rights><rights>Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1508-d2587db537fd88476f722940f8833cca2c390a6fb7d244aaff8e7d06cad2d7d93</cites><orcidid>0000-0001-9455-508X ; 0000-0003-4365-0911 ; 0009-0004-9149-8875 ; 0000-0002-8271-2495 ; 0000-0003-1675-3173 ; 0000-0002-5821-4840 ; 0000-0001-7708-9080 ; 0000-0001-6881-2599 ; 0000-0003-2526-5323</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0003267024014028$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39832868$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Alarcón-Iniesta, Hernán</creatorcontrib><creatorcontrib>de Arana, Guillermo</creatorcontrib><creatorcontrib>López-Valls, María</creatorcontrib><creatorcontrib>Pardo, Demian</creatorcontrib><creatorcontrib>Escalona-Noguero, Carmen</creatorcontrib><creatorcontrib>Rodríguez, Ciro</creatorcontrib><creatorcontrib>Castellanos, Milagros</creatorcontrib><creatorcontrib>Cobelo, Sara</creatorcontrib><creatorcontrib>Martínez-Ramírez, Isidoro</creatorcontrib><creatorcontrib>Camarero, Julio</creatorcontrib><creatorcontrib>Heras, Sergio de las</creatorcontrib><creatorcontrib>de Vicente, Javier</creatorcontrib><creatorcontrib>Valera, Andrés</creatorcontrib><creatorcontrib>Smith, Warren</creatorcontrib><creatorcontrib>Bernardo-Gavito, Ramón</creatorcontrib><creatorcontrib>Cantón, Rafael</creatorcontrib><creatorcontrib>Galán, Juan Carlos</creatorcontrib><creatorcontrib>Granados, Daniel</creatorcontrib><creatorcontrib>Miranda, Rodolfo</creatorcontrib><creatorcontrib>Guerrero, Héctor</creatorcontrib><creatorcontrib>Sot, Begoña</creatorcontrib><title>CRISPR-associated Plasmonic Colorimeter Method (Ca-PCM): A real-time RGB detection system for gold nanoparticles-based nucleic acid biosensors</title><title>Analytica chimica acta</title><addtitle>Anal Chim Acta</addtitle><description>The detection of genetic sequences represents the gold standard procedure for species discrimination, genetic characterisation of tumours, and identification of pathogens. The development of new molecular detection methods, accessible and cost effective, is of great relevance. Biosensors based on plasmonic nanoparticles, such as gold nanoparticles (AuNPs), provide a powerful and versatile platform for highly sensitive, economic, user-friendly and label-free sensing. However, the readout techniques typically employed with such sensors lack temporal and kinetic information, which hampers the ability to perform quantitative detection.
In this study, a novel methodology designated the ‘CRISPR-associated Plasmonic Colorimeter Method’ (Ca-PCM), has been developed. This method combines RNA target recognition by CRISPR LwaCas13a, AuNPs' aggregation, and real-time colorimetric Red-Green-Blue (RGB) analysis. The system registers the AuNP's plasmonic signatures in real-time using a RGB colour sensor with 3-channel silicon photodiodes having blue, green and red sensitivities. The acquired signals are automatically analysed by an algorithm designed to distinguish between positive and negative samples and to correlate the temporal spectral patterns of aggregation with dose-dependent molecular detection of the RNA target. In addition, the combination of Ca-PCM with a previous isothermal amplification allows the target efficient detection in real clinical applications.
We have shown that the combination of RGB analysis and continuous temporal measurements is a novel and promising method to characterise the behaviour of gold nanoparticle-based biosensors and to achieve dose-dependent target detection. In addition, the simplicity and cost-effectiveness of this new approach expand the possibilities of other plasmonic-based biosensors and their applicability in low-resources clinical environments.
[Display omitted]
•Ca-PCM enables RNA detection using AuNP aggregation and real-time RGB measurements.•Analysis of temporal spectral patterns allows dose-dependent target detection.•Ca-PCM can be coupled with one-pot/two-step isothermal amplification.•One-pot/two-step Ca-PCM is compatible for the evaluation of clinical samples.•A new method for exploiting plasmonic-based biosensors is demonstrated.</description><subject>Biosensing Techniques - methods</subject><subject>Biosensor</subject><subject>Clustered Regularly Interspaced Short Palindromic Repeats - genetics</subject><subject>Colorimetry</subject><subject>CRISPR-Cas Systems - genetics</subject><subject>CRISPR/Cas</subject><subject>Gold - chemistry</subject><subject>Gold nanoparticles</subject><subject>Humans</subject><subject>Metal Nanoparticles - chemistry</subject><subject>Real-time RGB</subject><subject>RNA detection</subject><issn>0003-2670</issn><issn>1873-4324</issn><issn>1873-4324</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc9uEzEQxi0EoqHwAFyQj-WwwX921w6cyqqUSq2IApytiT0LjnbXwbNB6kv0mXGUwpHTaDS_-UbzfYy9lmIphWzf7ZbgYamEqpe61q2QT9hCWqOrWqv6KVsIIXSlWiPO2AuiXWmVFPVzdqZXVivb2gV76DY3X9ebCoiSjzBj4OsBaExT9LxLQ8pxxBkzv8P5Zwr8ooNq3d29fc8veUYYqrnM-eb6Iw8F83NME6d7mnHkfcr8RxoCn2BKe8hz9ANStQUqR6ZDacoJ8DHwbUyEE6VML9mzHgbCV4_1nH3_dPWt-1zdfrm-6S5vKy8bYaugGmvCttGmD9bWpu2NUqta9NZq7T0or1cC2n5rgqprgL63aIJoPQQVTFjpc3Zx0t3n9OuANLsxksdhgAnTgZyWjWkabc0RlSfU50SUsXf74gnkeyeFO8bgdq7E4I4xuFMMZefNo_xhO2L4t_HX9wJ8OAFYnvwdMTvyESePIebiogsp_kf-D8DWmGY</recordid><startdate>20250208</startdate><enddate>20250208</enddate><creator>Alarcón-Iniesta, Hernán</creator><creator>de Arana, Guillermo</creator><creator>López-Valls, María</creator><creator>Pardo, Demian</creator><creator>Escalona-Noguero, Carmen</creator><creator>Rodríguez, Ciro</creator><creator>Castellanos, Milagros</creator><creator>Cobelo, Sara</creator><creator>Martínez-Ramírez, Isidoro</creator><creator>Camarero, Julio</creator><creator>Heras, Sergio de las</creator><creator>de Vicente, Javier</creator><creator>Valera, Andrés</creator><creator>Smith, Warren</creator><creator>Bernardo-Gavito, Ramón</creator><creator>Cantón, Rafael</creator><creator>Galán, Juan Carlos</creator><creator>Granados, Daniel</creator><creator>Miranda, Rodolfo</creator><creator>Guerrero, Héctor</creator><creator>Sot, Begoña</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><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/0000-0001-9455-508X</orcidid><orcidid>https://orcid.org/0000-0003-4365-0911</orcidid><orcidid>https://orcid.org/0009-0004-9149-8875</orcidid><orcidid>https://orcid.org/0000-0002-8271-2495</orcidid><orcidid>https://orcid.org/0000-0003-1675-3173</orcidid><orcidid>https://orcid.org/0000-0002-5821-4840</orcidid><orcidid>https://orcid.org/0000-0001-7708-9080</orcidid><orcidid>https://orcid.org/0000-0001-6881-2599</orcidid><orcidid>https://orcid.org/0000-0003-2526-5323</orcidid></search><sort><creationdate>20250208</creationdate><title>CRISPR-associated Plasmonic Colorimeter Method (Ca-PCM): A real-time RGB detection system for gold nanoparticles-based nucleic acid biosensors</title><author>Alarcón-Iniesta, Hernán ; 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The development of new molecular detection methods, accessible and cost effective, is of great relevance. Biosensors based on plasmonic nanoparticles, such as gold nanoparticles (AuNPs), provide a powerful and versatile platform for highly sensitive, economic, user-friendly and label-free sensing. However, the readout techniques typically employed with such sensors lack temporal and kinetic information, which hampers the ability to perform quantitative detection.
In this study, a novel methodology designated the ‘CRISPR-associated Plasmonic Colorimeter Method’ (Ca-PCM), has been developed. This method combines RNA target recognition by CRISPR LwaCas13a, AuNPs' aggregation, and real-time colorimetric Red-Green-Blue (RGB) analysis. The system registers the AuNP's plasmonic signatures in real-time using a RGB colour sensor with 3-channel silicon photodiodes having blue, green and red sensitivities. The acquired signals are automatically analysed by an algorithm designed to distinguish between positive and negative samples and to correlate the temporal spectral patterns of aggregation with dose-dependent molecular detection of the RNA target. In addition, the combination of Ca-PCM with a previous isothermal amplification allows the target efficient detection in real clinical applications.
We have shown that the combination of RGB analysis and continuous temporal measurements is a novel and promising method to characterise the behaviour of gold nanoparticle-based biosensors and to achieve dose-dependent target detection. In addition, the simplicity and cost-effectiveness of this new approach expand the possibilities of other plasmonic-based biosensors and their applicability in low-resources clinical environments.
[Display omitted]
•Ca-PCM enables RNA detection using AuNP aggregation and real-time RGB measurements.•Analysis of temporal spectral patterns allows dose-dependent target detection.•Ca-PCM can be coupled with one-pot/two-step isothermal amplification.•One-pot/two-step Ca-PCM is compatible for the evaluation of clinical samples.•A new method for exploiting plasmonic-based biosensors is demonstrated.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>39832868</pmid><doi>10.1016/j.aca.2024.343601</doi><orcidid>https://orcid.org/0000-0001-9455-508X</orcidid><orcidid>https://orcid.org/0000-0003-4365-0911</orcidid><orcidid>https://orcid.org/0009-0004-9149-8875</orcidid><orcidid>https://orcid.org/0000-0002-8271-2495</orcidid><orcidid>https://orcid.org/0000-0003-1675-3173</orcidid><orcidid>https://orcid.org/0000-0002-5821-4840</orcidid><orcidid>https://orcid.org/0000-0001-7708-9080</orcidid><orcidid>https://orcid.org/0000-0001-6881-2599</orcidid><orcidid>https://orcid.org/0000-0003-2526-5323</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Biosensing Techniques - methods Biosensor Clustered Regularly Interspaced Short Palindromic Repeats - genetics Colorimetry CRISPR-Cas Systems - genetics CRISPR/Cas Gold - chemistry Gold nanoparticles Humans Metal Nanoparticles - chemistry Real-time RGB RNA detection |
title | CRISPR-associated Plasmonic Colorimeter Method (Ca-PCM): A real-time RGB detection system for gold nanoparticles-based nucleic acid biosensors |
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