journal article·2025-01Open access

A universal label for the detection of PCR amplicons based on gold nanorods

Claudia Borri, Fulvio Ratto, Lara Mitia Castronovo, Patrizia Bogani, Simona Scarano, Maria Minunni, Sonia Centi

Journal of Nanoparticle Research· Volume 27· Issue 1

Abstract

Owing to their optical versatility, gold nanorods represent an outstanding platform of plasmonic labels for a wide variety of photonic biosensors. Here, we address the feasibility of a universal system to label PCR amplicons with gold nanorods, based on their coupling to a nucleotidic tag of arbitrary choice and the use of primers modified with the complementary anti-tag sequence. This general concept is suitable for different formats of genosensors. For instance, when both the forward and the reverse primers are modified with the same anti-tag sequence, their daughter amplicons behave as homobifunctional cross-linkers for the polymerization of the gold nanorods and so trigger a specific discoloration of their suspension. This homogeneous approach seems to be robust against a change of DNA target, but to require a careful choice of the hybridization buffer, and to exhibit a limited dynamic range in the order of 10 dB. Instead, when the amplicons are purified and immobilized on a solid substrate such as a paper strip, a single primer bearing the anti-tag sequence is enough to capture the gold nanorods and generate a visible stain that correlates with their concentration. This heterogeneous platform ensures a dynamic range exceeding 30 dB where it is suitable for quantitative readout, but it suffers from spurious interactions that may originate from the onset of denaturation of the spotted amplicons. Altogether, we found that the tested principles work as intended by design, but there may be practical limitations to their generic use in terms of the choice of both the analytical protocol and the nucleotidic tags, particularly in view of leveraging the optical versatility of gold nanorods in a multiplexable format.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Advanced biosensing and bioanalysis techniques · Biosensors and Analytical Detection · Gold and Silver Nanoparticles Synthesis and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (73)

Show source-provided references
1. Li Z et al (2020) Development and clinical application of a rapid IgM-IgG combined antibody test for SARS-CoV-2 infection diagnosis. J Med Virol 92:1518–1524. https://doi.org/10.1002/jmv.2572710.1002/jmv.25727 ↗
2. Filchakova O, Dossym D, Ilyas A, Kuanysheva T, Abdizhamil A et al (2022) Review of COVID-19 testing and diagnostic methods. Talanta 244:123409. https://doi.org/10.1016/j.talanta.2022.12340910.1016/j.talanta.2022.123409 ↗
3. Boehringer HR, O’Farrell BJ (2022) Lateral flow assays in infectious disease diagnosis. Clin Chem 68:52–58. https://doi.org/10.1093/clinchem/hvab19410.1093/clinchem/hvab194 ↗
4. Carter DJ, Cary RB (2007) Lateral flow microarrays: a novel platform for rapid nucleic acid detection based on miniaturized lateral flow chromatography. Nucleic Acids Res 35:e74. https://doi.org/10.1093/nar/gkm26910.1093/nar/gkm269 ↗
5. Baeumner AJ, Pretz J, Fang S (2004) A universal nucleic acid sequence biosensor with nanomolar detection limits. Anal Chem 76:888–894. https://doi.org/10.1021/ac034945l10.1021/ac034945l ↗
6. Byzova NA, Zherdev AV, Khlebtsov BN, Burov AM, Khlebtsov NG et al (2020) Advantages of highly spherical gold nanoparticles as labels for lateral flow immunoassay. Sensors 20:3608. https://doi.org/10.3390/s2012360810.3390/s20123608 ↗
7. Dreaden EC, Alkilany AM, Huang X, Murphy CJ, El-Sayed MA (2012) The golden age: gold nanoparticles for biomedicine. Chem Soc Rev 41:2740–2779. https://doi.org/10.1039/c1cs15237h10.1039/c1cs15237h ↗
8. Zeng J et al (2020) Anisotropic plasmonic nanostructures for colorimetric sensing. Nano Today 32:100855. https://doi.org/10.1016/j.nantod.2020.10085510.1016/j.nantod.2020.100855 ↗
9. Kim EY, Kumar D, Khanga G, Lim DK (2015) Recent advances in gold nanoparticle-based bioengineering applications. J Mater Chem B 3:8433–8444. https://doi.org/10.1039/C5TB01292A10.1039/C5TB01292A ↗
10. Yu C, Irudayaraj J (2007) Multiplex biosensor using gold nanorods. Anal Chem 79:572–579. https://doi.org/10.1021/ac061730d10.1021/ac061730d ↗
11. Rao H, Xue X, Wang H, Xue Z (2019) Gold nanorod etching-based multicolorimetric sensors: strategies and applications. J Mater Chem C 7:4610–4621. https://doi.org/10.1039/C9TC00757A10.1039/C9TC00757A ↗
12. Pérez-Juste J, Pastoriza-Santos I, Liz-Marzán LM, Mulvaney P (2005) Gold nanorods: synthesis, characterization and applications. Coord Chem Rev 249:1870–1901. https://doi.org/10.1016/j.ccr.2005.01.03010.1016/j.ccr.2005.01.030 ↗
13. Lai S et al (2017) A multifunctional organosilica cross-linker for the bio-conjugation of gold nanorods. Colloids Surf B Biointerfaces 157:174–181. https://doi.org/10.1016/j.colsurfb.2017.05.06810.1016/j.colsurfb.2017.05.068 ↗
14. Milanesi A et al (2020) Optically activated and interrogated plasmonic hydrogels for applications in wound healing. J Biophotonics 13:e202000135. https://doi.org/10.1002/jbio.20200013510.1002/jbio.202000135 ↗
15. Lohse SE, Murphy CJ (2013) The quest for shape control: a history of gold nanorod synthesis. Chem Mater 25:1250–1261. https://doi.org/10.1021/cm303708p10.1021/cm303708p ↗
16. Ye X, Zheng C, Chen J, Gao Y, Murray CB (2013) Using binary surfactant mixtures to simultaneously improve the dimensional tunability and monodispersity in the seeded growth of gold nanorods. Nano Lett 13:765–771. https://doi.org/10.1021/nl304478h10.1021/nl304478h ↗
17. Vigderman L, Zubarev ER (2013) High-yield synthesis of gold nanorods with longitudinal SPR peak greater than 1200 nm using hydroquinone as a reducing agent. Chem Mater 25:1450–1457. https://doi.org/10.1021/cm303661d10.1021/cm303661d ↗
18. Ratto F et al (2015) Plasmonic particles that hit hypoxic cells. Adv Funct Mater 25:316–323. https://doi.org/10.1002/adfm.20140211810.1002/adfm.201402118 ↗
19. Huang S, Upputuri PK, Liu H, Pramanik M, Wang M (2016) A dual-functional benzobisthiadiazole derivative as an effective theranostic agent for near-infrared photoacoustic imaging and photothermal therapy. J Mater Chem B 4:1696–1703. https://doi.org/10.1039/C5TB02367J10.1039/C5TB02367J ↗
20. Manohar S, Ungureanu C, Van Leeuwen TG (2011) Gold nanorods as molecular contrast agents in photoacoustic imaging: the promises and the caveats. Contrast Media Mol Imaging 6:389–400. https://doi.org/10.1002/cmmi.45410.1002/cmmi.454 ↗
21. Centi S et al (2014) In vitro assessment of antibody-conjugated gold nanorods for systemic injections. J Nanobiotechnol 12:55. https://doi.org/10.1186/s12951-014-0055-310.1186/s12951-014-0055-3 ↗
22. Parab HJ, Jung C, Lee JH, Park HG (2010) A gold nanorod-based optical DNA biosensor for the diagnosis of pathogens. Biosens Bioelectron 26:667–673. https://doi.org/10.1016/j.bios.2010.06.06710.1016/j.bios.2010.06.067 ↗
23. Borri C et al (2022) Paper-based genetic assays with bioconjugated gold nanorods and an automated readout pipeline. Sci Rep 12:6223. https://doi.org/10.1038/s41598-022-10227-710.1038/s41598-022-10227-7 ↗
24. Joshi PP, Yoon SJ, Hardin WG, Emelianov S, Sokolov KV (2013) Conjugation of antibodies to gold nanorods through Fc portion: synthesis and molecular specific imaging. Bioconjugate Chem 24:878–888. https://doi.org/10.1021/bc300481510.1021/bc3004815 ↗
25. Centi S, Ratto F, Tatini F, Lai S, Pini R (2018) Ready-to-use protein G-conjugated gold nanorods for biosensing and biomedical applications. J Nanobiotechnol 16:5. https://doi.org/10.1186/s12951-017-0329-710.1186/s12951-017-0329-7 ↗
26. Hamaly MA, Abulateefeh SR, Al-Qaoud KM, Alkilany AM (2018) Freeze-drying of monoclonal antibody-conjugated gold nanorods: colloidal stability and biological activity. Int J Pharm 550:269–277. https://doi.org/10.1016/j.ijpharm.2018.08.04510.1016/j.ijpharm.2018.08.045 ↗
27. Hurst SJ, Lytton-Jean AKR, Mirkin CA (2006) Maximizing DNA loading on a range of gold nanoparticle sizes. Anal Chem 78:8313–8318. https://doi.org/10.1021/ac061358210.1021/ac0613582 ↗
28. Mehtala JG, Zemlyanov DY, Max JP, Kadasala N, Zhao S, Wei A (2014) Citrate-stabilized gold nanorods. Langmuir 30:13727–13730. https://doi.org/10.1021/la502954210.1021/la5029542 ↗
29. Hill H, Mirkin C (2006) The bio-barcode assay for the detection of protein and nucleic acid targets using DTT-induced ligand exchange. Nat Protoc 1:324–336. https://doi.org/10.1038/nprot.2006.5110.1038/nprot.2006.51 ↗
30. Mariani S, Scarano S, Spadavecchia J, Minunni M (2015) A reusable optical biosensor for the ultrasensitive and selective detection of unamplified human genomic DNA with gold nanostars. Biosens Bioelectron 74:981–988. https://doi.org/10.1016/j.bios.2015.07.07110.1016/j.bios.2015.07.071 ↗
31. Mariani S, Scarano S, Carra M, Barale R, Minunni M (2015) Direct genotyping of C3435T single nucleotide polymorphism in unamplified human MDR1 gene using a surface plasmon resonance imaging DNA sensor. Anal Bioanal Chem 407:4023–4028. https://doi.org/10.1007/s00216-014-8424-110.1007/s00216-014-8424-1 ↗
32. Hajian R et al (2019) Detection of unamplified target genes via CRISPR–Cas9 immobilized on a graphene field-effect transistor. Nat Biomed Eng 3:427–437. https://doi.org/10.1038/s41551-019-0371-x10.1038/s41551-019-0371-x ↗
33. Velders AH, Ossendrijver M, Keijser BJF, Saggiomo V (2022) T-Cup: a cheap, rapid, and simple home device for isothermal nucleic acid amplification. Global Chall 6:2100078. https://doi.org/10.1002/gch2.20210007810.1002/gch2.202100078 ↗
34. Roche PJR et al (2017) Real time plasmonic qPCR: how fast is ultra-fast? 30 cycles in 54 seconds. Analyst 142:1746–1755. https://doi.org/10.1039/C7AN00304H10.1039/C7AN00304H ↗
35. Joda H et al (2015) Modified primers for rapid and direct electrochemical analysis of coeliac disease associated HLA alleles. Biosens Bioelectron 73:64–70. https://doi.org/10.1016/j.bios.2015.05.04810.1016/j.bios.2015.05.048 ↗
36. Al-Madhagi S, O’Sullivan CK, Prodromidis MI, Katakis I (2021) Combination of ferrocene decorated gold nanoparticles and engineered primers for the direct reagentless determination of isothermally amplified DNA. Microchimica Acta 188:117. https://doi.org/10.1007/s00604-021-04771-810.1007/s00604-021-04771-8 ↗
37. Hiramatsu K (1995) Molecular evolution of MRSA. Microbiol Immunol 39:531–543. https://doi.org/10.1111/j.1348-0421.1995.tb02239.x10.1111/j.1348-0421.1995.tb02239.x ↗
38. Reynolds PE, Brown DF (1985) Penicillin-binding proteins of beta-lactam-resistant strains of Staphylococcus aureus. Effect of growth conditions FEBS Lett 192:28–32. https://doi.org/10.1016/0014-5793(85)80036-310.1016/0014-5793(85)80036-3 ↗
39. Peacock SJ, Paterson GK (2015) Mechanisms of methicillin resistance in Staphylococcus aureus. Annu Rev Biochem 84:577–601. https://doi.org/10.1146/annurev-biochem-060614-03451610.1146/annurev-biochem-060614-034516 ↗
40. Costantino P, Capone I, Cardarelli M, De Paolis A, Mauro ML et al (1994) Bacterial plant oncogenes: the rol genes’ saga. Genetica 94:203–211. https://doi.org/10.1007/BF0144343410.1007/BF01443434 ↗
41. Bulgakov VP (2008) Functions of rol genes in plant secondary metabolism. Biotechnol Adv 26:318–324. https://doi.org/10.1016/j.biotechadv.2008.03.00110.1016/j.biotechadv.2008.03.001 ↗
42. Intrieri MC, Buiatti M (2001) The horizontal transfer of Agrobacterium rhizogenes genes and the evolution of the genus Nicotiana. Mol Phylogenet Evol 20:100–110. https://doi.org/10.1006/mpev.2001.092710.1006/mpev.2001.0927 ↗
43. Aoki S, Syno K (1999) Horizontal gene transfer and mutation: ngrol genes in the genome of Nicotiana glauca. Proc Natl Acad Sci USA 96:13229–13234. https://doi.org/10.1073/pnas.96.23.1322910.1073/pnas.96.23.13229 ↗
44. Liu R, McConnell EM, Li J, Li Y (2020) Advances in functional nucleic acid based paper sensors. J Mater Chem B 8:3213–3230. https://doi.org/10.1039/C9TB02584G10.1039/C9TB02584G ↗
45. Ngo HT, Wang HN, Fales AM, Vo-Dinh T (2016) Plasmonic SERS biosensing nanochips for DNA detection. Anal Bioanal Chem 408:1773–1781. https://doi.org/10.1007/s00216-015-9121-410.1007/s00216-015-9121-4 ↗
46. Lechner B et al (2021) In situ monitoring of rolling circle amplification on a solid support by surface plasmon resonance and optical waveguide spectroscopy. ACS Appl Mater Interfaces 13:32352–32362. https://doi.org/10.1021/acsami.1c0371510.1021/acsami.1c03715 ↗
47. Lytton-Jean AK, Han MS, Mirkin CA (2007) Microarray detection of duplex and triplex DNA binders with DNA-modified gold nanoparticles. Anal Chem 79:6037–6041. https://doi.org/10.1021/ac070635h10.1021/ac070635h ↗
48. Ye H, Xia X (2018) Enhancing the sensitivity of colorimetric lateral flow assay (CLFA) through signal amplification techniques. J Mater Chem B 6:7102–7111. https://doi.org/10.1039/C8TB01603H10.1039/C8TB01603H ↗
49. Glynou K, Ioannou PC, Christopoulos TK, Syriopoulou V (2003) Oligonucleotide-functionalized gold nanoparticles as probes in a dry-reagent strip biosensor for DNA analysis by hybridization. Anal Chem 75:4155–4160. https://doi.org/10.1021/ac034256+10.1021/ac034256+ ↗
50. Landgraf A, Reckmann B, Pingoud A (1991) Quantitative analysis of polymerase chain reaction (PCR) products using primers labeled with biotin and a fluorescent dye. Anal Biochem 193:231–235. https://doi.org/10.1016/0003-2697(91)90014-K10.1016/0003-2697(91)90014-K ↗
51. Mao X, Gurung A, Xu H, Baloda M, He Y et al (2014) Simultaneous detection of nucleic acid and protein using gold nanoparticles and lateral flow device. Anal Sci 30:637–642. https://doi.org/10.2116/analsci.30.63710.2116/analsci.30.637 ↗
52. Rajendran VK, Bakthavathsalam P, Bergquist PL, Sunna A (2019) Smartphone detection of antibiotic resistance using convective PCR and a lateral flow assay. Sens Actuators, B Chem 298:126849. https://doi.org/10.1016/j.snb.2019.12684910.1016/j.snb.2019.126849 ↗
53. Miller BS et al (2020) Spin-enhanced nanodiamond biosensing for ultrasensitive diagnostics. Nature 587:588–593. https://doi.org/10.1038/s41586-020-2917-110.1038/s41586-020-2917-1 ↗
54. Ubukata K et al (1992) Rapid detection of the mecA gene in methicillin-resistant staphylococci by enzymatic detection of polymerase chain reaction products. J Clin Microbiol 30:1728–1733. https://doi.org/10.1128/jcm.30.7.1728-1733.199210.1128/jcm.30.7.1728-1733.1992 ↗
55. Zou L, Shen R, Ling L, Li G (2018) Sensitive DNA detection by polymerase chain reaction with gold nanoparticles. Anal Chim Acta 1038:105–111. https://doi.org/10.1016/j.aca.2018.07.00610.1016/j.aca.2018.07.006 ↗
56. Vanzha E, Pylaev T, Khanadeev V, Konnova S, Fedorovab V et al (2016) Gold nanoparticle-assisted polymerase chain reaction: effects of surface ligands, nanoparticle shape and material. RSC Adv 6:110146–110154. https://doi.org/10.1039/C6RA20472D10.1039/C6RA20472D ↗
57. Chan KP, Chao SH, Yong Kah JC (2018) Universal mRNA translation enhancement with gold nanoparticles conjugated to oligonucleotides with a poly(T) sequence. ACS Appl Mater Interfaces 10:5203–5212. https://doi.org/10.1021/acsami.7b1639010.1021/acsami.7b16390 ↗
58. Jung YL, Jung C, Parab H, Li T, Park HG (2010) Direct colorimetric diagnosis of pathogen infections by utilizing thiol-labeled PCR primers and unmodified gold nanoparticles. Biosens Bioelectron 25:1941–1946. https://doi.org/10.1016/j.bios.2010.01.01010.1016/j.bios.2010.01.010 ↗
59. Thaxton CS, Georganopoulou DG, Mirkin CA (2006) Gold nanoparticle probes for the detection of nucleic acid targets. Clin Chim Acta 363:120–126. https://doi.org/10.1016/j.cccn.2005.05.04210.1016/j.cccn.2005.05.042 ↗
60. Reynolds RA, Mirkin CA, Letsinger RL (2000) Homogeneous, nanoparticle-based quantitative colorimetric detection of oligonucleotides. J Am Chem Soc 122:3795–3796. https://doi.org/10.1021/ja000133k10.1021/ja000133k ↗
61. Cordray MS, Amdahl M, Richards-Kortum RR (2012) Gold nanoparticle aggregation for quantification of oligonucleotides: optimization and increased dynamic range. Anal Biochem 431:99–105. https://doi.org/10.1016/j.ab.2012.09.01310.1016/j.ab.2012.09.013 ↗
62. Lytton-Jean AKR, Gibbs-Davis JM, Long H, Schatz GC, Mirkin CA et al (2009) Highly cooperative behavior of peptide nucleic acid-linked DNA-modified gold-nanoparticle and comb-polymer aggregates. Adv Mater 21:706–709. https://doi.org/10.1002/adma.20080172410.1002/adma.200801724 ↗
63. Hurst SJ, Hill HD, Mirkin CA (2008) “Three-dimensional hybridization” with polyvalent DNA−gold nanoparticle conjugates. J Am Chem Soc 130:12192–12200. https://doi.org/10.1021/ja804266j10.1021/ja804266j ↗
64. Rose K, Mason JO, Lathe R (2002) Hybridization parameters revisited: solutions containing SDS. Biotechniques 33:54–58. https://doi.org/10.2144/02331st0110.2144/02331st01 ↗
65. Zhao W, Ali MM, Aguirre SD, Brook MA, Li Y (2008) Paper-based bioassays using gold nanoparticle colorimetric probes. Anal Chem 80:8431–8437. https://doi.org/10.1021/ac801008q10.1021/ac801008q ↗
66. Ruppert C, Phogat N, Laufer S, Kohl M, Deigner HP (2019) A smartphone readout system for gold nanoparticle-based lateral flow assays: application to monitoring of digoxigenin. Microchim Acta 186:119. https://doi.org/10.1007/s00604-018-3195-610.1007/s00604-018-3195-6 ↗
67. Cordray MS, Amdahl M, Richards-Kortum RR (2012) Gold nanoparticle aggregation for quantification of oligonucleotides: optimization and increased dynamic range. Anal Biochem 431(2):99–105. https://doi.org/10.1016/j.ab.2012.09.01310.1016/j.ab.2012.09.013 ↗
68. Liu Y et al (2012) Simple, rapid, homogeneous oligonucleotides colorimetric detection based on non-aggregated gold nanoparticles. Chem Commun 48:3164–3166. https://doi.org/10.1039/C2CC16741G10.1039/C2CC16741G ↗
69. Veigas B et al (2012) Gold on paper–paper platform for Au-nanoprobe TB detection. Lab Chip 12:4802–4808. https://doi.org/10.1039/C2LC40739F10.1039/C2LC40739F ↗
70. Storhoff JJ et al (2004) Gold nanoparticle-based detection of genomic DNA targets on microarrays using a novel optical detection system. Biosens Bioelectron 19(8):875–883. https://doi.org/10.1016/j.bios.2003.08.01410.1016/j.bios.2003.08.014 ↗
71. Hunt A, Torati SR, Slaughter G (2024) Paper-based DNA biosensor for rapid and selective detection of miR-21. Biosensors 14(10):485. https://doi.org/10.3390/bios1410048510.3390/bios14100485 ↗
72. Li H, Rothberg L (2004) Colorimetric detection of DNA sequences based on electrostatic interactions with unmodified gold nanoparticles. Proc Natl Acad Sci USA 101(39):14036–14039. https://doi.org/10.1073/pnas.040611510110.1073/pnas.0406115101 ↗
73. Chen C, Song G, Yang X, Ren J, Qu X (2010) A gold nanoparticle-based strategy for label-free and colorimetric screening of DNA triplex binders. Biochimie 92(10):1416–1421. https://doi.org/10.1016/j.biochi.2010.07.00410.1016/j.biochi.2010.07.004 ↗