A sensitive silver nanoflower-based SERS sensor coupled novel chemometric models for simultaneous detection of chlorpyrifos and carbendazim in food. (15th September 2022)
- Record Type:
- Journal Article
- Title:
- A sensitive silver nanoflower-based SERS sensor coupled novel chemometric models for simultaneous detection of chlorpyrifos and carbendazim in food. (15th September 2022)
- Main Title:
- A sensitive silver nanoflower-based SERS sensor coupled novel chemometric models for simultaneous detection of chlorpyrifos and carbendazim in food
- Authors:
- Li, Huanhuan
Hassan, Md Mehedi
He, Zhuofang
Haruna, Suleiman A.
Chen, Quansheng
Ding, Zhen - Abstract:
- Abstract: In this study, a simultaneous detection platform utilizing SERS coupled chemometric models was developed to sensitively detect chlorpyrifos and carbendazim pesticides in rice in a single step for the first time. Initially, silver nanoflowers (AgNFs) were synthesized and used as the SERS substrate to acquire the spectra of pesticides. AgNFs have multiple chinks on their surface that can generate strong electromagnetic enhancement for SERS signal of chlorpyrifos and carbendazim. To obtain effective variables from the dataset, a novel wavelength selection method called interval combination population analysis (ICPA) was used. The ICPA-partially least square (ICPA-PLS) method showed a significant linear relationship over the concentration range of 0.01–1000 μg/mL for both pesticides when compared to other established chemometric methods. This model, yielded correlation coefficients in the calibration of 0.9802 and 0.9995, with an RPD of 3.74 and 7.8 for chlorpyrifos and carbendazim, respectively. A limit of detection of 0.01 μg/mL was determined using PCA analysis. Finally, the method was compared to HPLC, and the results revealed no significant differences ( t < t 0.05 (3), P> 0.05) between two methods, implying that the proposed method could be used for food safety monitoring. Highlights: Silver nanoflower substrate exhibited a highly roughened surface and strong SERS activity. CARS-PLS, UVE-PLS and ICPA-PLS were employed for simultaneous detection of chlorpyrifos.Abstract: In this study, a simultaneous detection platform utilizing SERS coupled chemometric models was developed to sensitively detect chlorpyrifos and carbendazim pesticides in rice in a single step for the first time. Initially, silver nanoflowers (AgNFs) were synthesized and used as the SERS substrate to acquire the spectra of pesticides. AgNFs have multiple chinks on their surface that can generate strong electromagnetic enhancement for SERS signal of chlorpyrifos and carbendazim. To obtain effective variables from the dataset, a novel wavelength selection method called interval combination population analysis (ICPA) was used. The ICPA-partially least square (ICPA-PLS) method showed a significant linear relationship over the concentration range of 0.01–1000 μg/mL for both pesticides when compared to other established chemometric methods. This model, yielded correlation coefficients in the calibration of 0.9802 and 0.9995, with an RPD of 3.74 and 7.8 for chlorpyrifos and carbendazim, respectively. A limit of detection of 0.01 μg/mL was determined using PCA analysis. Finally, the method was compared to HPLC, and the results revealed no significant differences ( t < t 0.05 (3), P> 0.05) between two methods, implying that the proposed method could be used for food safety monitoring. Highlights: Silver nanoflower substrate exhibited a highly roughened surface and strong SERS activity. CARS-PLS, UVE-PLS and ICPA-PLS were employed for simultaneous detection of chlorpyrifos. ICPA-PLS exhibited superior performance in obtaining variables from pesticide datasets. A LOD of 0.01 μg/mL was determined using PCA analysis for both pesticides. … (more)
- Is Part Of:
- Lebensmittel-Wissenschaft + Technologie =. Volume 167(2022)
- Journal:
- Lebensmittel-Wissenschaft + Technologie =
- Issue:
- Volume 167(2022)
- Issue Display:
- Volume 167, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 167
- Issue:
- 2022
- Issue Sort Value:
- 2022-0167-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-09-15
- Subjects:
- Silver nanoflowers -- Surface-enhance Raman scattering -- ICPA-PLS -- Simultaneous detection -- Pesticides
Food industry and trade -- Periodicals
Food -- Composition -- Periodicals
Microbiology -- Periodicals
Nutrition -- Periodicals
664.005 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00236438 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.lwt.2022.113804 ↗
- Languages:
- English
- ISSNs:
- 0023-6438
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3983.070000
British Library DSC - BLDSS-3PM
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