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Yu H, Neal JA, Sirsat SA (2018) Consumers’ food safety risk perceptions and willingness to pay for fresh-cut produce with lower risk of foodborne illness. Food Control 86:83–89. https://doi.org/10.1016/J.FOODCONT.2017.11.014
FDA (1998) Guidance for industry: guide to minimize microbial food safety hazards for fresh fruits and vegetables | FDA. https://www.fda.gov/regulatory-information/search-fda-guidance-documents/guidance-industry-guide-minimize-microbial-food-safety-hazards-fresh-fruits-and-vegetables. Accessed 19 May 2021
CDC (2021) Lettuce, other leafy greens, and food safety | Food Safety | CDC. https://www.cdc.gov/foodsafety/communication/leafy-greens.html. Accessed 27 Aug 2021
Marshall KE, Hexemer A, Seelman SL et al (2020) Lessons learned from a decade of investigations of Shiga toxin-producing Escherichia coli outbreaks linked to leafy greens, United States and Canada. Emerg Infect Dis 26:2319–2328. https://doi.org/10.3201/eid2610.191418
March S, Ratnam S (1986) Sorbitol-MacConkey medium for detection of Escherichia coli O157:H7 associated with hemorrhagic colitis. J Clin Microbiol 23:869–872. https://doi.org/10.1128/JCM.23.5.869-872.1986
Zhao X, Lin C-W, Wang J, Oh DH (2014) Advances in rapid detection methods for foodborne pathogens. J Microbiol Biotechnol 24:297–312. https://doi.org/10.4014/JMB.1310.10013
Sharma H, Mutharasan R (2013) Review of biosensors for foodborne pathogens and toxins. Sensors Actuators B Chem 183:535–549. https://doi.org/10.1016/J.SNB.2013.03.137
Saravanan A, Kumar PS, Hemavathy R V., et al (2020) Methods of detection of food-borne pathogens: a review. Environ Chem Lett 2020 191 19:189–207. https://doi.org/10.1007/S10311-020-01072-Z
Deisingh AK, Thompson M (2004) Strategies for the detection of Escherichia coli O157:H7 in foods. J Appl Microbiol 96:419–429. https://doi.org/10.1111/J.1365-2672.2003.02170.X
López-Campos G, Martínez-Suárez J V., Aguado-Urda M, López-Alonso V (2012) Detection, identification, and analysis of foodborne pathogens. 13–32. https://doi.org/10.1007/978-1-4614-3250-0_2
Seiichi S, Putalun W, Sornkanok V et al (2018) Enzyme-linked immunosorbent assay for the quantitative/qualitative analysis of plant secondary metabolites. J Nat Med 72:32–42. https://doi.org/10.1007/S11418-017-1144-Z
D’Lima CB, Suslow TV (2009) Comparative evaluation of practical functionality of rapid test format kits for detection of Escherichia coli O157:H7 on lettuce and leafy greens. J Food Prot 72:2461–2470. https://doi.org/10.4315/0362-028X-72.12.2461
Han XX, Cai LJ, Guo J et al (2008) Fluorescein isothiocyanate linked immunoabsorbent assay based on surface-enhanced resonance Raman scattering. Anal Chem 80:3020–3024. https://doi.org/10.1021/AC702497T
Asgari S, Sun L, Lin J et al (2020) Nanofibrillar cellulose/Au@Ag nanoparticle nanocomposite as a SERS substrate for detection of paraquat and thiram in lettuce. Microchim Acta 187:1–11. https://doi.org/10.1007/s00604-020-04358-9
Asgari S, Wu G, Aghvami SA et al (2021) Optimisation using the finite element method of a filter-based microfluidic SERS sensor for detection of multiple pesticides in strawberry. Food Addit Contam - Part A Chem Anal Control Expo Risk Assess 38:646–658. https://doi.org/10.1080/19440049.2021.1881624
Jun BH, Kim JH, Park H et al (2007) Surface-enhanced Raman spectroscopic-encoded beads for multiplex immunoassay. J Comb Chem 9:237–244. https://doi.org/10.1021/cc0600831
Kamińska A, Witkowska E, Winkler K et al (2015) Detection of hepatitis B virus antigen from human blood: SERS immunoassay in a microfluidic system. Biosens Bioelectron 66:461–467. https://doi.org/10.1016/j.bios.2014.10.082
Lee S, Chon H, Yoon SY et al (2012) Fabrication of SERS-fluorescence dual modal nanoprobes and application to multiplex cancer cell imaging. Nanoscale 4:124–129. https://doi.org/10.1039/c1nr11243k
Gao R, Cheng Z, deMello JA, Choo J (2016) Wash-free magnetic immunoassay of the PSA cancer marker using SERS and droplet microfluidics. Lab Chip 16:1022–1029. https://doi.org/10.1039/C5LC01249J
Bridle H, Miller B, Desmulliez MPY (2014) Application of microfluidics in waterborne pathogen monitoring: a review. Water Res 55:256–271. https://doi.org/10.1016/J.WATRES.2014.01.061
Lin H-Y, Huang C-H, Hsieh W-H et al (2014) On-line SERS detection of single bacterium using novel SERS nanoprobes and a microfluidic dielectrophoresis device. Small 10:4700–4710. https://doi.org/10.1002/SMLL.201401526
Chen Y-J, Chen Y-Y, Wang K-H et al (2020) Integration of a thermoelectric heating unit with ionic wind-induced droplet centrifugation chip to develop miniaturized concentration device for rapid determination of salmonella on food samples using antibody-functionalized SERS tags. Sensors (Basel) 20:1–14. https://doi.org/10.3390/S20247177
Wang C, Madiyar F, Yu C, Li J (2017) Detection of extremely low concentration waterborne pathogen using a multiplexing self-referencing SERS microfluidic biosensor. J Biol Eng 2017 111 11:1–11. https://doi.org/10.1186/S13036-017-0051-X
Weng X, Zhang C, Jiang H (2021) Advances in microfluidic nanobiosensors for the detection of foodborne pathogens. LWT 151:112172. https://doi.org/10.1016/J.LWT.2021.112172
Rodríguez-Lorenzo L, Garrido-Maestu A, Bhunia AK et al (2019) Gold nanostars for the detection of foodborne pathogens via surface-enhanced Raman scattering combined with microfluidics. ACS Appl Nano Mater 2:6081–6086. https://doi.org/10.1021/ACSANM.9B01223
Xiong Z, Lin M, Lin H, Huang M (2018) Facile synthesis of cellulose nanofiber nanocomposite as a SERS substrate for detection of thiram in juice. Carbohydr Polym 189:79–86
Bi L, Wang X, Cao X et al (2020) SERS-active Au@Ag core-shell nanorod (Au@AgNR) tags for ultrasensitive bacteria detection and antibiotic-susceptibility testing. Talanta 220:121397. https://doi.org/10.1016/J.TALANTA.2020.121397
Singh P, Mustapha A (2015) Multiplex real-time PCR assays for detection of eight Shiga toxin-producing Escherichia coli in food samples by melting curve analysis. Int J Food Microbiol 215:101–108. https://doi.org/10.1016/J.IJFOODMICRO.2015.08.022
FDA (2019) Guidelines for the validation of microbiological methods for the FDA foods program, 3rd editio
Ijeh MO (2011) Covalent gold nanoparticle-antibody conjugates for sensivity improvement in LFIA. Doctoral dissertation, Staats-und Universitätsbibliothek Hamburg Carl von Ossietzky
Hyre DE, Le Trong I, Merritt EA et al (2006) Cooperative hydrogen bond interactions in the streptavidin–biotin system. Protein Sci 15:459. https://doi.org/10.1110/PS.051970306
Ghann W, Harris T, Kabir D, et al (2019) Lipoic acid decorated gold nanoparticles and their application in the detection of lead ions. J Nanomed Nanotechnol 10:. https://doi.org/10.35248/2157-7439.19.10.539
Wang J, Wu X, Wang C et al (2016) Facile synthesis of Au-coated magnetic nanoparticles and their application in bacteria detection via a SERS method. ACS Appl Mater Interfaces 8:19958–19967. https://doi.org/10.1021/ACSAMI.6B07528
Akanny E, Bonhommé A, Commun C, et al (2019) Development of uncoated near-spherical gold nanoparticles for the label-free quantification of Lactobacillus rhamnosus GG by surface-enhanced Raman spectroscopy. Anal Bioanal Chem 2019 41121 411:5563–5576. https://doi.org/10.1007/S00216-019-01938-4
Thacker V V., Herrmann LO, Sigle DO, et al (2014) DNA origami based assembly of gold nanoparticle dimers for surface-enhanced Raman scattering. Nat Commun 2014 51 5:1–7. https://doi.org/10.1038/ncomms4448
Ferhan AR, Jackman JA, Sut TN, Cho N-J (2018) Quantitative comparison of protein adsorption and conformational changes on dielectric-coated nanoplasmonic sensing arrays. Sensors 2018, Vol 18, Page 1283 18:1283. https://doi.org/10.3390/S18041283
Kamińska A, Sprynskyy M, Winkler K, Szymborski T (2017) Ultrasensitive SERS immunoassay based on diatom biosilica for detection of interleukins in blood plasma. Anal Bioanal Chem 2017 40927 409:6337–6347. https://doi.org/10.1007/S00216-017-0566-5
Cho IH, Bhandari P, Patel P, Irudayaraj J (2015) Membrane filter-assisted surface enhanced Raman spectroscopy for the rapid detection of E. coli O157:H7 in ground beef. Biosens Bioelectron 64:171–176. https://doi.org/10.1016/J.BIOS.2014.08.063
Bai X, Shen A, Hu J (2020) A sensitive SERS-based sandwich immunoassay platform for simultaneous multiple detection of foodborne pathogens without interference. Anal Methods 12:4885–4891. https://doi.org/10.1039/D0AY01541E
Pallaoro A, Hoonejani MR, Braun GB et al (2015) Rapid identification by surface-enhanced raman spectroscopy of cancer cells at low concentrations flowing in a microfluidic channel. ACS Nano 9:4328–4336. https://doi.org/10.1021/acsnano.5b00750
Vosgröne T, Meixner AJ (2005) Surface- and resonance-enhanced micro-Raman spectroscopy of xanthene dyes: from the ensemble to single molecules. ChemPhysChem 6:154–163. https://doi.org/10.1002/CPHC.200400395
Doyle MP (2013) Food safety: bacterial contamination. Encycl Hum Nutr 2–4:322–330. https://doi.org/10.1016/B978-0-12-375083-9.00124-0
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This research was financially supported by USDA National Institute of Food and Agriculture (2018-67017-27880, 2019-67021-29859), the National Science Foundation (CBET-2103025), and the Robert T. Marshall Scholarship.
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Asgari, S., Dhital, R., Aghvami, S.A. et al. Separation and detection of E. coli O157:H7 using a SERS-based microfluidic immunosensor. Microchim Acta 189, 111 (2022). https://doi.org/10.1007/s00604-022-05187-8
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DOI: https://doi.org/10.1007/s00604-022-05187-8