Abstract
In this paper, we have developed a fast and low-cost label-free electrochemical immunosensor for detection of Lactobacillus rhamnosus GG (LGG). The proposed sensor is based on a glassy carbon electrode modified with Cu@Cu2O nanoparticles anchored B, N co-doped porous carbon (BNPC) composite. The copper-derived nanoparticles with multiple valence states undergo dramatic changes in surface areas, conductivity, and actives sites due to their combination with BNPC, resulting in enhanced electrochemical performance. In the amperometric immunoassay, the immune complex of antigen and antibody inhibits the transfer of electrons on the electrode interface, causing a change in the current. Thus the quantitative detection of LGG is achieved. Differential pulse voltammetry (DPV) was performed at a LGG concentration of 102 to 108 colony-forming units CFU mL−1. The immunosensor showed a good linear relationship between the decrease in peak current and the concentration of LGG (R2 = 0.9934), with a short detection time and a detection limit of 12 CFU mL−1. In short, we have developed a highly sensitive electrochemical immunosensor for the specific detection of LGG using the current-mode, label-free immunoassay method evaluated in this study, providing a reliable mean for quantifying probiotics.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12161-022-02373-5/MediaObjects/12161_2022_2373_Sch1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12161-022-02373-5/MediaObjects/12161_2022_2373_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12161-022-02373-5/MediaObjects/12161_2022_2373_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12161-022-02373-5/MediaObjects/12161_2022_2373_Fig3_HTML.jpg)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12161-022-02373-5/MediaObjects/12161_2022_2373_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12161-022-02373-5/MediaObjects/12161_2022_2373_Fig5_HTML.png)
Similar content being viewed by others
Data Availability
Data sharing not applicable to this article as no datasets were generated or analyzed during the current study.
References
Acharya C, Sullivan D, Turner C (2008) Characterizing the interaction of Pt and PtRu clusters with boron-doped, nitrogen-doped, and activated carbon: density functional theory calculations and parameterization. J Phys Chem Lett 112(35):13607–13622
Balasubramanian P, Bala Mu Rugan T, Chen SM, Chen TW, Sathesh T (2018) Rational design of Cu@Cu2O nanospheres anchored B, N Co-doped mesoporous carbon: a sustainable electrocatalyst to assay eminent neurotransmitters acetylcholine and dopamine. Acs Sustain Chem Eng 7(6):5669-5680
Bollella P, Fusco G, Tortolini C, Sanzò G, Favero G, Gorton L, Antiochia R (2017) Beyond graphene: electrochemical sensors and biosensors for biomarkers detection. Biosens Bioelectron 89:152–166
Bu S, Wang K, Liu X, Ma L, Wei H, Zhang W, Liu W, Wan J (2020) Ferrocene-functionalized nanocomposites as signal amplification probes for electrochemical immunoassay of Salmonella typhimurium. Microchim Acta 187(11):600
Capurso L (2019) Thirty Years of Lactobacillus rhamnosus GG: A Review. J Clin Gastroenterol 53:S1–S41
Carrero-Sánchez J, Elías A, Mancilla R, Arrellín G, Terrones H, Laclette J, Terrones M (2006) Biocompatibility and toxicological studies of carbon nanotubes doped with nitrogen. Nano Lett 6(8):1609
Das S, Singh S, Tawde Y, Chakrabarti A, Ghosh A (2020) A selective medium for isolation and detection of Candida auris, an emerging pathogen. J Clin Microbiol 59(2):e00326-e420
Deng S, Jian G, Lei J, Hu Z, Ju H (2009) A glucose biosensor based on direct electrochemistry of glucose oxidase immobilized on nitrogen-doped carbon nanotubes. Biosens Bioelectron 25(2):373–377
Ding X, Niu Y, Zhang G, Xu Y, Li J (2020) Electrochemistry in carbon-based quantum dots. Chem-Asian J 15(8):1214–1224
Freedman S, Williamson-Urquhart S, Farion K, Gouin S, Willan A, Poonai N, Hurley K, Sherman P, Finkelstein Y, Lee B (2018) Multicenter trial of a combination probiotic for children with gastroenteritis. New Engl J Med 379(21):2015–2026
Gao J, Li Y, Wan Y, Hu T, Liu L, Yang S, Gong Z, Zeng Q, Wei Y, Yang W, Zeng Z, He X, Huang S, Cao H (2019) A novel postbiotic from Lactobacillus rhamnosus GG with a beneficial effect on intestinal barrier function. Front Microbiol 10:477
Gao Y, Wang J, Du Y, Wu C, Li H, Yang Z, Chen Z, Yang Z (2022) N, O-codoped hierarchical porous graphitic carbon for electrochemical immunosensing of Lactobacillus rhamnosus GG. Microchim Acta 189:5
García-Mendiola T, Bravo I, López-Moreno J, Pariente F, Wannemacher R, Weber K, Popp J, Lorenzo E (2018) Carbon nanodots based biosensors for gene mutation detection. Sensor Actuat B-Chem 256:226–233
Gupta A, Bhardwaj SK, Sharma AL, Kim KH, Deep A (2019) Development of an advanced electrochemical biosensing platform for E. coli using hybrid metal-organic framework/polyaniline composite. Environ Res 171:395–402
Han D, Yan Y, Bian X, Wang J, Zhao M, Duan X, Ding S (2020) A novel electrochemical biosensor based on peptidoglycan and platinum-nickel-copper nano-cube for rapid detection of Gram-positive bacteria. Microchim Acta 187(11):1–10
Han E, Li X, Zhang Y, Zhang M, Cai J, Zhang X (2020) Electrochemical immunosensor based on self-assembled gold nanorods for label-free and sensitive determination of Staphylococcus aureus. Anal Biochem 611:7
Han E, Zhang Y, Cai J, Zhang X (2021) Development of highly sensitive immunosensor for detection of Staphylococcus aureus based on AuPdPt trimetallic nanoparticles functionalized nanocomposite. Micromachines-Basel 12(4):446
Huang C, Liu Q, Fan W, Qiu X (2015) Boron nitride encapsulated copper nanoparticles: a facile one-step synthesis and their effect on thermal decomposition of ammonium perchlorate. Sci Rep 5:16736
Kota M, Yu X, Yeon S, Cheong H, Park H (2016) Ice-templated three dimensional nitrogen doped graphene for enhanced supercapacitor performance. J Power Sources 303:372–378
Latvala S, Miettinen M, Kekkonen R, Korpela R, Julkunen I (2011) Lactobacillus rhamnosus GG and Streptococcus thermophilus induce suppressor of cytokine signalling 3 (SOCS3) gene expression directly and indirectly via interleukin-10 in human primary macrophages. Clin Exp Immunol 165(1):94–103
Li Z, Li Y, Wang L, Cao L, Liu X, Chen Z, Pan D, Wu M (2017) Assembling nitrogen and oxygen co-doped graphene quantum dots onto hierarchical carbon networks for all-solid-state flexible supercapacitors. Electrochim Acta 235:561–569
Li N, Pang B, Li J, Liu G, Xu X, Shao D, Jiang C, Yang B, Shi J (2020) Mechanisms for Lactobacillus rhamnosus treatment of intestinal infection by drug-resistant Escherichia coli. Food Funct 11(5):4428–4445
Li Q, Wu W, Gong D, Shang R, Yu H (2021) Propionibacterium acnes overabundance in gastric cancer promote M2 polarization of macrophages via a TLR4/PI3K/Akt signaling. Gastric Cancer 24(6):1242–1253
Lin S, Huang J, Gao X (2015) A Cu(111) supported h-BN nanosheet: a potential low-cost and high-performance catalyst for CO oxidation. Phys Chem Chem Phys 17(34):22097–22105
Lotfabad E, Ding J, Cui K, Kohandehghan A, Mitlin D (2014) High-density sodium and lithium ion battery anodes from banana peels. ACS Nano 8(7):7115–7129
Luo F, Li Z, Dai G, Lu Y, Wang Q (2019) Simultaneous detection of different bacteria by microchip electrophoresis combined with universal Primer-Duplex polymerase chain reaction. J Chromatogr A 1615:460734
Oberhaus F, Frense D, Beckmann D (2020) Immobilization techniques for aptamers on gold electrodes for the electrochemical detection of proteins: a review. Biosensors-Basel 10(5):45
Okai C, Itani Y, Furuta A, Mizunoe Y, Iwase T (2019) Rapid identification and quantification of Lactobacillus rhamnosus by real-Time PCR using a TaqMan probe. Jpn J Infect Dis 72(5):323–325
Okuno J, Maehashi K, Kerman K, Takamura Y, Tamiya E (2007) Label-free immunosensor for prostate-specific antigen based on single-walled carbon nanotube array-modified microelectrodes. Biosens Bioelectron 22(9–10):2377–2381
Preidis G, Weizman A, Kashyap P, Morgan R (2020) AGA technical review on the role of probiotics in the management of gastrointestinal disorders. Gastroenterology 159(2):708–738
Ryu J, Park M, Cho J (2015) Boron and nitrogen co-doped porous carbon materials derived from orange peels as an electrocatalyst for the all-vanadium redox flow batteries. J Electrochem Soc 3:652
Seow S, Cai S, Rahmat J, Bay B, Lee Y, Chan Y, Mahendran R (2010) Lactobacillus rhamnosus GG induces tumor regression in mice bearing orthotopic bladder tumors. Cancer Sci 101(3):751–758
Shabnam L, Faisal S, Roy A, Haque E, Minett A, Gomes V (2017) Doped graphene/Cu nanocomposite: A high sensitivity non-enzymatic glucose sensor for food. Food Chem 221:751–759
Shah B, Li B, Al Sabbah H, Xu W, Mraz J (2020) Effects of prebiotic dietary fibers and probiotics on human health: with special focus on recent advancement in their encapsulated formulations. Trends Food Sci Tech 102:178–192
Sireswar S, Biswas S, Dey G (2020) Adhesion and anti-inflammatory potential of Lactobacillus rhamnosus GG in a sea buckthorn based beverage matrix. Food Funct 11(3):2555–2572
Wang D, Li F, Chen Z, Lu G, Cheng H (2008) Synthesis and electrochemical property of boron-doped mesoporous carbon in supercapacitor. Chem Mater 20(22):7195–7200
Wang Y, Shao Y, Matson D, Li J, Lin Y (2010) Nitrogen-doped graphene and its application in electrochemical biosensing. ACS Nano 4(4):1790–1798
Wei Y, Yang Z, Gao L, Rao S, Yin Y, Fang W, Gu R (2016) Expression, antibody production and species specificity of SpaA pilin subunit from Lactobacillus rhamnosus. Microbiol China 43:1288–1294
Xue Y, Jiang D, Hu Q, Rao S, Gao L, Yang Z (2019) Electrochemical magnetic bead-based immunosensor for rapid and quantitative detection of probiotic Lactobacillus rhamnosus in dairy products. Food Anal Method 12(5):1197–1207
Yahya M, Al-Qodah Z, Ngah C (2015) Agricultural bio-waste materials as potential sustainable precursors used for activated carbon production: a review. Renew Sust Energ Rev 46:218–235
Yang Z, Wei Y, Rao S, Gao L, Yin Y, Xue F, Fang W, Gu R, Jiao X (2016) Immunomagnetic separation combined with colony immunoblotting for selective enrichment and detection of piliated Lactobacillus rhamnosus strains. J Appl Microbiol 121(5):1406–1415
Yang Y, Liu Q, Liu Y, Cui J, Liu H, Wang P, Li Y, Chen L, Zhao Z, Dong Y (2017) A novel label-free electrochemical immunosensor based on functionalized nitrogen-doped graphene quantum dots for carcinoembryonic antigen detection. Biosens Bioelectron 90:31–38
Yang Z, Xue Y, Rao S, Zhang M, Gao L, Yin Y, Chen D, Zhou X, Jiao X (2017) Isolation of probiotic piliated Lactobacillus rhamnosus strains from human faecal microbiota using SpaA antiserum-based colony immunoblotting. J Microbiol Biotechnol 27:1971–1982
Yang H, Qin J, Zhang M, Shen H, Feng J, Hao H (2020) Label-free Lectin impedimetric biosensor based on a polyaniline/graphene nanocomposite for the detection of Escherichia coli. Int J Electrochem Sc 15(9):8913–8927
Yoda K, He F, Miyazawa K, Hiramatsu M, Yan F (2012) Fermented milk containing Lactobacillus GG alleviated DSS-induced colitis in mice and activated epidermal growth factor receptor and Akt signaling in intestinal epithelial cells. Microb Ecol Health Dis 23(1):18586
Zhang J, Ning N, Liu Y, Jiao W, Wei L (2015) Boron and nitrogen codoped carbon layers of LiFePO4 improve the high-rate electrochemical performance for lithium ion batteries. Acs Appl Mater Inter 7(36):20134
Zhang X, Gao J, **ao Y, Wang J, Qu L (2020) Regulation of 2D graphene materials for electrocatalysis. Chem-Asian J 15:2271
Zhao Y, Wei Q, Xu C, Li H, Wu D, Cai Y, Mao K, Cui Z, Du B (2011) Label-free electrochemical immunosensor for sensitive detection of kanamycin. Sensor Actuat B-Chem 155(2):618–625
Zhou Y, Holme T, Berry J, Ohno T, Ginley D, Hayre RO’ (2010) Dopant-induced electronic structure modification of HOPG surfaces: implications for high activity fuel cell catalysts. J Phys Chem C 114(1):506–515
Funding
Funding was received from the following: Natural Science Foundation (No. 32001743 and 32001661), Natural science fund for colleges and universities in Jiangsu Province (No. 19KJB550002), State Key Laboratory of Analytical Chemistry for Life Science (No. SKLACLS2001), Nan**g University.
Author information
Authors and Affiliations
Contributions
Jiamin Wang: investigation, writing-original draft preparation. Wenyuan Zhou: experimental work. Lu Gao: reviewing and Editing. Zhenquan Yang: conceptualization, Reviewing. Zhanjun Yang: Conceptualization. Dawei Chen: data curation, reviewing and editing. Yajun Gao: conceptualization, reviewing, and editing.
Corresponding authors
Ethics declarations
Ethical Approval
This article does not contain any studies with human participants or animals performed by any of the authors.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Conflict of Interest
Author Jiamin Wang declares that he has no conflict of interest. Author Wenyuan Zhou declares that he has no conflict of interest. Author Lu Gao declares that she has no conflict of interest. Author Zhenquan Yang declares that he has no conflict of interest. Author Zhanjun Yang declares that she has no conflict of interest. Author Dawei Chen declares that he has no conflict of interest. Author Yajun Gao 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.
Rights and permissions
Springer Nature or its licensor 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.
About this article
Cite this article
Wang, J., Zhou, W., Gao, L. et al. An Electrochemical Immunoassay for Lactobacillus rhamnosus GG Using Cu@Cu2O Nanoparticle-Embedded B, N, Co-doped Porous Carbon. Food Anal. Methods 15, 3379–3389 (2022). https://doi.org/10.1007/s12161-022-02373-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12161-022-02373-5