Skip to main content
Log in

A Sensitive Nucleic Acid Detection Platform for Foodborne Pathogens Based on CRISPR-Cas13a System Combined with Polymerase Chain Reaction

  • Published:
Food Analytical Methods Aims and scope Submit manuscript

Abstract

Foodborne diseases attributable to foodborne pathogens directly impact food safety and public health. This study aimed to establish a nucleic acid detection platform for sensitive detection of foodborne pathogens. Staphylococcus aureus (ATCC® 29213™) as a model pathogen was used to evaluate the detection performances of the developed method. The advantages of combining rapid acquisition of amplification products, crRNA programmability, and collateral cleavage effects of Cas13a were applied to achieve the detection goal. The findings implied that the target gene as low as 2.4 copies µL−1 could be detected by the method. Furthermore, compared with standard real-time PCR, the PCR-Cas13a-based nucleic acid detection method achieved satisfactory accuracy (99.44% for 180 water samples and 99.00% for 200 milk samples). With the desired simplicity, specificity, sensitivity, and accuracy, this detection strategy could be extended for the detection of other pathogens in food safety, environmental analysis, and medical diagnostics.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Data Availability

All data generated or analyzed during this study are available from the corresponding author on reasonable request.

References

  • Aycicek H, Aydogan H, Kucukkaraaslan A, Baysallar M, Basustaoglu AC (2004) Assessment of the bacterial contamination on hands of hospital food handlers. Food Control 15(4):253–259

    Article  Google Scholar 

  • Bhandari V, Wong KS, Zhou JL, Mabanglo MF, Batey RA, Houry WA (2018) The Role of ClpP protease in bacterial pathogenesis and human diseases. ACS Chem Biol 13(6):1413–1425

    Article  CAS  Google Scholar 

  • Chang YF, Deng Y, Li TY, Wang J, Wang TY, Tan FF, Li XD, Tian KG (2020) Visual detection of porcine reproductive and respiratory syndrome virus using CRISPR-Cas13a. Transbound Emerg Dis 67(2):564–571

    Article  CAS  Google Scholar 

  • Chieffi D, Fanelli F, Cho GS, Schubert J, Blaiotta G, Franz C, Bania J, Fusco V (2020) Novel insights into the enterotoxigenic potential and genomic background of Staphylococcus aureus isolated from raw milk. Food Microbiol 90:103482

    Article  CAS  Google Scholar 

  • Duan YF, Ning Y, Song Y, Deng L (2014) Fluorescent aptasensor for the determination of Salmonella typhimurium based on a graphene oxide platform. Microchim Acta 181(5–6):647–653

    Article  CAS  Google Scholar 

  • Gootenberg JS, Abudayyeh OO, Kellner MJ, Joung J, Collins JJ, Zhang F (2018) Multiplexed and portable nucleic acid detection platform with Cas13, Cas12a, and Csm6. Sci 360(6387):439–444

    Article  CAS  Google Scholar 

  • Gootenberg JS, Abudayyeh OO, Lee JW, Essletzbichler P, Dy AJ, Joung J, Verdine V, Donghia N, Daringer NM, Freije CA, Myhrvold C, Bhattacharyya RP, Livny J, Regev A, Koonin EV, Hung DT, Sabeti PC, Collins JJ, Zhang F (2017) Nucleic acid detection with CRISPR-Cas13a/C2c2. Sci 356(6336):438–442

    Article  CAS  Google Scholar 

  • Jacquet R, LaBauve AE, Akoolo L, Patel S, Alqarzaee AA, Lung TWF, Poorey K, Stinear TP, Thomas VC, Meagher RJ, Parker D (2019) Dual gene expression analysis identifies factors associated with Staphylococcus aureus virulence in diabetic mice. Infect Immun 87(5):e00163-e219

    Article  Google Scholar 

  • Jana M, Adriana V, Eva K (2020) Evaluation of DNA extraction methods for culture-independent real-time PCR-based detection of Listeria monocytogenes in cheese. Food Anal Methods 13:667–677

    Article  Google Scholar 

  • Jinek M, Chylinski K, Fonfara I, Hauer M, Doudna JA, Charpentier E (2012) A programmable dual-RNA-guided DNA endonuclease in adaptive bacterial immunity. Sci 337(6096):816–821

    Article  CAS  Google Scholar 

  • Joung CK, Kim HN, Lim MC, Jeon TJ, Kim HY, Kim YR (2013) A nanoporous membrane-based impedimetric immunosensor for label-free detection of pathogenic bacteria in whole milk. Biosens Bioelectron 44:210–215

    Article  CAS  Google Scholar 

  • Khan H, Khan A, Liu YF, Wang S, Bibi S, Xu HP, Liu Y, Durrani S, Jin L, He NY, Xiong T (2019) CRISPR-Cas13a mediated nanosystem for attomolar detection of canine parvovirus type 2. Chin Chem Lett 30(12):2201–2204

    Article  CAS  Google Scholar 

  • Li HH, Ahmad W, Rong YW, Chen QS, Zuo M, Ouyang Q, Guo ZM (2020) Designing an aptamer based magnetic and upconversion nanoparticles conjugated fluorescence sensor for screening Escherichia coli in food. Food Control 107:106761

    Article  CAS  Google Scholar 

  • Li HH, Chen QS, Ouyang Q, Zhao JW (2017) Fabricating a novel raman spectroscopy-based aptasensor for rapidly sensing Salmonella typhimurium. Food Anal Methods 10:3032–3041

    Article  Google Scholar 

  • Liu L, Li XY, Ma J, Li ZQ, You LL, Wang JY, Wang M, Zhang XZ, Wang YL (2017) The molecular architecture for RNA-guided RNA cleavage by Cas13a. Cell 170(4):714–726

    Article  CAS  Google Scholar 

  • Liu R, Haruna SA, Ali S, Xu J, Zhang YL, Lü P, Li HH, Chen QS (2022) A sensitive and accurate fluorescent genosensor for Staphylococcus aureus detection. Sens Actuators, B Chem 355:131311

    Article  CAS  Google Scholar 

  • Liu R, Zhang Y, Ali S, Haruna SA, He P, Li H, Ouyang Q, Chen Q (2021a) Development of a fluorescence aptasensor for rapid and sensitive detection of Listeria monocytogenes in food. Food Control 122:107808

    Article  CAS  Google Scholar 

  • Liu SS, Li HH, Hassan MM, Ali S, Chen QS (2021b) SERS based artificial peroxidase enzyme regulated multiple signal amplified system for quantitative detection of foodborne pathogens. Food Control 123:107733

    Article  CAS  Google Scholar 

  • Mahas A, Stewart CN, Mahfouz MM (2018) Harnessing CRISPR/Cas systems for programmable transcriptional and post transcriptional regulation. Biotechnol Adv 36(1):295–310

    Article  CAS  Google Scholar 

  • Nagaraj S, Ramlal S, Kingston J, Batra HV (2016) Development of IgY based sandwich ELISA for the detection of staphylococcal enterotoxin G (SEG), an egc toxin. Int J Food Microbiol 237:136–141

    Article  CAS  Google Scholar 

  • Pahl A, Lakemeyer M, Vielberg MT, Hackl MW, Vomacka J, Korotkov VS, Stein ML, Fetzer C, Lorenz-Baath K, Richter K, Waldmann H, Groll M, Sieber SA (2015) Reversible inhibitors arrest ClpP in a defined conformational state that can be revoked by ClpX association. Angewandte Chemie-International Edition 54(52):15892–15896

    Article  CAS  Google Scholar 

  • Qin PW, Park M, Alfson KJ, Tamhankar M, Carrion R, Patterson JL, Griffiths A, He Q, Yildiz A, Mathies R, Du K (2019) Rapid and fully microfluidic Ebola virus detection with CRISPR-Cas13a. Acs Sensors 4(4):1048–1054

    Article  CAS  Google Scholar 

  • Rodas FR, Rodriguez TO, Murai Y, Iwashina T, Sugawara S, Suzuki M, Nakabayashi R, Yonekura-Sakakibara K, Saito K, Kitajima J, Toda K, Takahashi R (2014) Linkage mapping, molecular cloning and functional analysis of soybean gene Fg2 encoding flavonol 3-O-glucoside (1→6) rhamnosyltransferase. Plant Mol Biol 84(3):287–300

    Article  Google Scholar 

  • Schoeller NP, Ingham SC (2001) Comparison of the Baird-Parker agar and 3MTM PetrifilmTM rapid S aureus count plate methods for detection and enumeration of Staphylococcus aureus. Food Microbiol 18(6):581–587

    Article  CAS  Google Scholar 

  • Shan YY, Zhou XM, Huang R, Xing D (2019) High-fidelity and rapid quantification of miRNA combining crRNA programmability and CRISPR/Cas13a trans-cleavage activity. Anal Chem 91(8):5278–5285

    Article  CAS  Google Scholar 

  • Shen J, Zhou X, Shan Y, Yue H, Xing D (2020) Sensitive detection of a bacterial pathogen using allosteric probe-initiated catalysis and CRISPR-Cas13a amplification reaction. Nat Commun 11(1):267

    Article  CAS  Google Scholar 

  • Umesha S, Manukumar HM (2018) Advanced molecular diagnostic techniques for detection of food-borne pathogens: current applications and future challenges. Crit Rev Food Sci Nutr 58(1):84–104

    Article  CAS  Google Scholar 

  • Wolzka SY, Kreuzer M, Maier L, Zund M, Schlumberger M, Nguyen B, Fox M, Pohl D, Heinrich H, Rogler G, Biedermann L, Scharl M, Sunagawa S, Hardt W-D, Misselwitz B (2018) Microbiota stability in healthy individuals after single-dose lactulose challenge-A randomized controlled study. PLoS ONE 13(10):e0206214

    Article  Google Scholar 

  • Wright AV, Nunez JK, Doudna JA (2016) Biology and applications of CRISPR systems: harnessing nature’s toolbox for genome engineering. Cell 164(1–2):29–44

    Article  CAS  Google Scholar 

  • Xiao XL, Zhang L, Wu H, Yu YG, Tang YQ, Liu DM, Li XF (2014) Simultaneous Detection of Salmonella, Listeria monocytogenes, and Staphylococcus aureus by multiplex real-time PCR assays using high-resolution melting. Food Anal Methods 7:1960–1972

    Article  Google Scholar 

  • Yang Q, Guo W, Liu Y, Zhang YZ, Ming RY, Yuan YW, Tan JX, Zhang W (2021) Novel single primer isothermal amplification method for the visual detection of Vibrio parahaemolyticus. Food Anal Methods 14:1995–2002

    Article  Google Scholar 

  • Zhang B, Li HH, Pan WX, Chen QS, Ouyang Q, Zhao JW (2017) Dual-color upconversion nanoparticles (UCNPs)-based fluorescent immunoassay probes for sensitive sensing foodborne pathogens. Food Anal Methods 10:2036–2045

    Article  Google Scholar 

  • Zhao Y, Xia D, Ma P, Gao X, Kang W, Wei J (2020) Advances in the detection of virulence genes of Staphylococcus aureus originate from food. Food Sci Human Wellness 9(1):40–44

    Article  Google Scholar 

  • Zhou J, Yin L, Dong Y, Peng L, Liu G, Man S, Ma L (2020a) CRISPR-Cas13a based bacterial detection platform: sensing pathogen Staphylococcus aureus in food samples. Anal Chim Acta 1127:225–233

    Article  CAS  Google Scholar 

  • Zhou T, Huang R, Huang MQ, Shen JJ, Shan YY, Xing D (2020b) CRISPR/Cas13a powered portable electrochemiluminescence chip for ultrasensitive and specific MiRNA detection. Adv Sci 7(13):1903661

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The authors would like to thank Suleiman Abdulrahman and Waqas Ahmad for the language correction of the manuscript.

Funding

This work has been financially supported by Key R&D Program of Jiangsu Province (BE2020379), Jiangsu Provincial Agricultural S&T Innovation Foundation (CX(20)2015), Project of Faculty of Agricultural Equipment of Jiangsu University, Postgraduate Research and Practice Innovation Program of Jiangsu Province (KYCX19_1630), and Interdisciplinary Sciences Project of Nanyang Institute of Technology.

Author information

Authors and Affiliations

Authors

Contributions

Rui Liu: Conceptualization; methodology; software; writing, original draft preparation; writing, review and editing.

Shujat Ali: Data curation, writing—review and editing.

Dong Huang: Investigation, resources, data curation.

Yunlian Zhang: Software, validation, formal analysis.

Peng Lü: Conceptualization, investigation, supervision, validation.

Quansheng Chen: Supervision, project administration, funding acquisition.

Corresponding authors

Correspondence to Peng Lü or Quansheng Chen.

Ethics declarations

Ethical Approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Consent to Participate

Not applicable

Conflict of Interest

Rui Liu declares that she has no conflict of interest. Shujat Ali declares that he has no conflict of interest. Dong Huang declares that he has no conflict of interest. Yunlian Zhang declares that she has no conflict of interest. Peng Lü declares that he has no conflict of interest. Quansheng Chen declares that he has no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOC 10511 KB)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liu, R., Ali, S., Huang, D. et al. A Sensitive Nucleic Acid Detection Platform for Foodborne Pathogens Based on CRISPR-Cas13a System Combined with Polymerase Chain Reaction. Food Anal. Methods 16, 356–366 (2023). https://doi.org/10.1007/s12161-022-02419-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12161-022-02419-8

Keywords

Navigation