Skip to main content
Log in

Incorporation of Heavy Water for Rapid Detection of Salmonella typhimurium by Raman Microspectroscopy

  • Published:
Food Analytical Methods Aims and scope Submit manuscript

Abstract

The presence of foodborne pathogens is one of the leading causes of food safety incidents; hence, early monitoring of the status of microbial contamination is a permanent concern. Here, a rapid and sensitive method for detection of Salmonella typhimurium was firstly developed by combining heavy water (D2O) labeling and Raman microspectroscopy to measure bacterial metabolic activity. It was based on the characteristics of Raman signals of carbon–deuterium (C–D) vibration as cells incorporate deuterium in place of hydrogen (H) during biosynthetic activity, and the live and dead Salmonella typhimurium cells could be distinguished by their metabolic activity within 1 h. The CD / (CD + CH)% of D2O-incorporated Salmonella typhimurium in logarithmic growth phase was linearly related to the log of the initial concentration, and Salmonella typhimurium with the initial concentration of 102–106 colony-forming unit (CFU)/mL could be quantified within 4–8 h. Furthermore, desirable recovery ranging from 95.41 to 106.6% was obtained to assess the practicality and stability of this method for rapid detection of Salmonella typhimurium in milk, indicating promising application for the detection of bacterial contamination in food.

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

Similar content being viewed by others

References

  • Baritaux J-C, Simon A-C, Schultz E, Emain C, Laurent P, Dinten J-M (2015) A study on identification of bacteria in environmental samples using single-cell Raman spectroscopy: feasibility and reference libraries. Environ Sci Pollut Res 23(9):8184–8191

    Article  Google Scholar 

  • Berry D, Mader E, Lee TK, Woebken D, Wang Y, Zhu D, Palatinszky M, Schintlmeister A, Schmid MC, Hanson BT (2015) Tracking heavy water (D2O) incorporation for identifying and sorting active microbial cells. Proc Natl Acad Sci 112(2):E194–E203

    Article  CAS  Google Scholar 

  • Chen J, Park B (2016) Recent advancements in Nanobioassays and Nanobiosensors for foodborne pathogenic Bacteria detection. J Food Prot 79(6):1055–1069

    Article  CAS  Google Scholar 

  • Fischer C, Hunniger T, Jarck JH, Frohnmeyer E, Kallinich C, Haase I, Hahn U, Fischer M (2015) Food sensing: aptamer-based trapping of Bacillus cereus spores with specific detection via real time PCR in milk. J Agric Food Chem 63(36):8050–8057

    Article  CAS  Google Scholar 

  • Hatzenpichler R, Connon SA, Goudeau D, Malmstrom RR, Woyke T, Orphan VJ (2016) Visualizing in situ translational activity for identifying and sorting slow-growing archaeal-bacterial consortia. Proc Natl Acad Sci U S A 113(28):E4069–E4078

    Article  CAS  Google Scholar 

  • Hu S, Yu Y, Li R, Xia X, Xiao X, Li X (2015) Real-time TaqMan PCR for rapid detection and quantification of coliforms in chilled meat. Food Anal Methods 9(4):813–822

    Article  Google Scholar 

  • Ivleva NP, Kubryk P, Niessner R (2017) Raman microspectroscopy, surface-enhanced Raman scattering microspectroscopy, and stable-isotope Raman microspectroscopy for biofilm characterization. Anal Bioanal Chem 409(18):4353–4375

    Article  CAS  Google Scholar 

  • Khater M, de la Escosura-Muniz A, Merkoci A (2017) Biosensors for plant pathogen detection. Biosens Bioelectron 93:72–86

    Article  CAS  Google Scholar 

  • Kopf SH, Sessions AL, Cowley ES, Reyes C, Van Sambeek L, Hu Y, Orphan VJ, Kato R, Newman DK (2016) Trace incorporation of heavy water reveals slow and heterogeneous pathogen growth rates in cystic fibrosis sputum. Proc Natl Acad Sci 113(2):E110–E116

    Article  CAS  Google Scholar 

  • Kumar V, Kampe B, Rosch P, Popp J (2015) Classification and identification of pigmented cocci bacteria relevant to the soil environment via Raman spectroscopy. Environ Sci Pollut Res Int 22(24):19317–19325

    Article  CAS  Google Scholar 

  • Lettini AA, Barco L, Mancin M, Ramon E, Longo A, Dalla Pozza MC, Ruffa M, Lucchini R, Ricci A (2011) A pilot study for identification of Salmonella in food processing plants by real-time PCR screening. Food Anal Methods 5(5):988–994

    Article  Google Scholar 

  • Li H, Chen Q, Ouyang Q, Zhao J (2017) Fabricating a novel Raman spectroscopy-based aptasensor for rapidly sensing Salmonella typhimurium. Food Anal Methods 10(9):3032–3041

    Article  Google Scholar 

  • Liu Y, Zhou H, Hu Z, Yu G, Yang D, Zhao J (2017) Label and label-free based surface-enhanced Raman scattering for pathogen bacteria detection: a review. Biosens Bioelectron 94:131–140

    Article  CAS  Google Scholar 

  • Lu M-F, Zhang Y-J, Zhang H-Y (2013) Isotope effects on cell growth and sporulation, and spore heat resistance, survival and spontaneous mutation of Bacillus cereus by deuterium oxide culture. Afr J Microbiol Res 7(8):604–611

    CAS  Google Scholar 

  • Mukama O, Sinumvayo JP, Shamoon M, Shoaib M, Mushimiyimana H, Safdar W, Bemena L, Rwibasira P, Mugisha S, Wang Z (2017) An update on aptamer-based multiplex system approaches for the detection of common foodborne pathogens. Food Anal Methods 10(7):2549–2565

    Article  Google Scholar 

  • Pahlow S, Meisel S, Cialla-May D, Weber K, Rosch P, Popp J (2015) Isolation and identification of bacteria by means of Raman spectroscopy. Adv Drug Deliv Rev 89:105–120

    Article  CAS  Google Scholar 

  • Pazos-Perez N, Pazos E, Catala C, Mir-Simon B, Gomez-de Pedro S, Sagales J, Villanueva C, Vila J, Soriano A, Garcia de Abajo FJ, Alvarez-Puebla RA (2016) Ultrasensitive multiplex optical quantification of bacteria in large samples of biofluids. Sci Rep 6:29014

    Article  CAS  Google Scholar 

  • Radajewski S, Ineson P, Parekh NR, Murrell JC (2000) Stable-isotope probing as a tool in microbial ecology. Nature 403(6770):646

    Article  CAS  Google Scholar 

  • Tao Y, Wang Y, Huang S, Zhu P, Huang WE, Ling J, Xu J (2017) Metabolic-activity-based assessment of antimicrobial effects by D2O-labeled single-cell Raman microspectroscopy. Anal Chem 89(7):4108–4115

    Article  CAS  Google Scholar 

  • Wang Y, Huang WE, Cui L, Wagner M (2016a) Single cell stable isotope probing in microbiology using Raman microspectroscopy. Curr Opin Biotechnol 41:34–42

    Article  CAS  Google Scholar 

  • Wang Y, Song Y, Tao Y, Muhamadali H, Goodacre R, Zhou NY, Preston GM, Xu J, Huang WE (2016b) Reverse and multiple stable isotope probing to study bacterial metabolism and interactions at the single cell level. Anal Chem 88(19):9443–9450

    Article  CAS  Google Scholar 

  • Zhao X, Zhong J, Wei C, Lin CW, Ding T (2017) Current perspectives on viable but non-culturable state in foodborne pathogens. Front Microbiol 8:580

    PubMed  PubMed Central  Google Scholar 

  • Zhou H, Yang D, Ivleva NP, Mircescu NE, Schubert S, Niessner R, Wieser A, Haisch C (2015) Label-free in situ discrimination of live and dead bacteria by surface-enhanced Raman scattering. Anal Chem 87(13):6553–6561

    Article  CAS  Google Scholar 

Download references

Funding

This study was received funding from the National Key Technology R&D Program in the 12th Five-Year Plan of China (No. 2015BAD16B01), Food Special Public Welfare Industry Research (201513006-03), and Policies to Guide Class Plan (cooperative) in Jiangsu Province (BY2016022-01).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yunfei Xie.

Ethics declarations

Conflict of Interest

Jingjing Feng declares that she has no conflict of interest. Weirong Yao declares that she has no conflict of interest. Yahui Guo declares that he has no conflict of interest. Yuliang Cheng declares that he has no conflict of interest. He Qian declares that she has no conflict of interest. Yunfei Xie declares that she has no conflict of interest.

Ethical Approval

All applicable international, national, and/or institutional guidelines for the care and use of animals were followed. This article does not contain any studies with human participants performed by any of the authors.

Informed Consent

Not applicable.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Feng, J., Yao, W., Guo, Y. et al. Incorporation of Heavy Water for Rapid Detection of Salmonella typhimurium by Raman Microspectroscopy. Food Anal. Methods 11, 3551–3557 (2018). https://doi.org/10.1007/s12161-018-1328-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12161-018-1328-5

Keywords

Navigation