NDLI: Simultaneous determination of hydroquinone and catechol in compost bioremediation using a tyrosinase biosensor and artificial neural networks

Content Provider	Royal Society of Chemistry (RSC)
Author	Yi, Zhang Yuanyuan, Liu Lin, Tang Jun, Chen Sheng, Zhang Lu, Zhou Zhen, Li Yaoyu, Zhou Guangming, Zeng Guide, Yang
Copyright Year	2014
Abstract	A biosensor based on tyrosinase immobilized with ordered mesoporous carbon–Au (OMC–Au), L-lysine membrane and Au nanoparticles (tyrosinase/OMC–Au/L-lysine/Au) was combined with artificial neural networks (ANNs) for the simultaneous determination of catechol (CC) and hydroquinone (HQ) in compost bioremediation of municipal solid waste. The good performance of biosensor provided the potential applicability for the simultaneous identification and quantification of catechol and hydroquinone in real samples, and the combination with ANNs offered a good chemometric tool for data analysis in respect to the dynamic, nonlinear, and uncertain characteristics of the complex composting system. Good prediction ability was attained after the ANNs model optimization, and the direct detection range for catechol and hydroquinone were directly analyzed by the ANNs model and varied between 1.0 × 10−7 and 1.1 × 10−4 M, significantly extended compared to the linear model (4.0 × 10−7 to 8.0 × 10−5 M). Finally, the performance of the ANNs model was compared with the linear regression model. The results demonstrate that the prediction results by the ANNs model are more precise than those by the linear regression, and the latter was far from accurate at high levels of catechol and hydroquinone beyond the linear range. All the results show that the combination of the biosensor and ANNs is a rapid and sensitive method in the quantitative study of composting system.
Starting Page	2371
Ending Page	2378
Page Count	8
File Format	HTM / HTML PDF
ISSN	17599660
Volume Number	6
Issue Number	7
Journal	Analytical Methods
DOI	10.1039/c3ay41976b
Language	English
Publisher	Royal Society of Chemistry
Access Restriction	Open
Subject Keyword	Compost OMC Catechol ANNs Linear model Hydroquinone Mesoporous material Lysine Biosensor Municipal solid waste Bioremediation Mathematical optimization Tyrosinase
Content Type	Text
Resource Type	Article
Subject	Analytical Chemistry Engineering Chemical Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Simultaneous determination of hydroquinone and catechol in compost bioremediation using a tyrosinase biosensor and artificial neural networks

A tyrosinase biosensor based on ordered mesoporous carbon-Au/L-lysine/Au nanoparticles for simultaneous determination of hydroquinone and catechol.

A voltammetric sensor based on electrochemically activated glassy carbon electrode for simultaneous determination of hydroquinone and catechol

Simultaneous determination of hydroquinone, catechol, resorcinol and nitrite using gold nanoparticles loaded on poly-3-amino-5-mercapto-1,2,4-triazole-MWNTs film modified electrode

Glassy Carbon Electrode Modified with C/Au Nanostructured Materials for Simultaneous Determination of Hydroquinone and Catechol in Water Matrices

Mesoporous Carbon and Ceria Nanoparticles Composite Modified Electrode for the Simultaneous Determination of Hydroquinone and Catechol

Cu-TCPP Nanosheets-Sensitized Electrode for Simultaneous Determination of Hydroquinone and Catechol

Amperometric catechol biosensor based on laccase immobilized on nitrogen-doped ordered mesoporous carbon (N-OMC)/PVA matrix

Mesoporous carbon-containing voltammetric biosensor for determination of tyramine in food products

Simultaneous determination of hydroquinone and catechol in compost bioremediation using a tyrosinase biosensor and artificial neural networks

Similar Documents

Simultaneous determination of hydroquinone and catechol in compost bioremediation using a tyrosinase biosensor and artificial neural networks

A tyrosinase biosensor based on ordered mesoporous carbon-Au/L-lysine/Au nanoparticles for simultaneous determination of hydroquinone and catechol.

A voltammetric sensor based on electrochemically activated glassy carbon electrode for simultaneous determination of hydroquinone and catechol

Simultaneous determination of hydroquinone, catechol, resorcinol and nitrite using gold nanoparticles loaded on poly-3-amino-5-mercapto-1,2,4-triazole-MWNTs film modified electrode

Glassy Carbon Electrode Modified with C/Au Nanostructured Materials for Simultaneous Determination of Hydroquinone and Catechol in Water Matrices

Mesoporous Carbon and Ceria Nanoparticles Composite Modified Electrode for the Simultaneous Determination of Hydroquinone and Catechol

Cu-TCPP Nanosheets-Sensitized Electrode for Simultaneous Determination of Hydroquinone and Catechol

Amperometric catechol biosensor based on laccase immobilized on nitrogen-doped ordered mesoporous carbon (N-OMC)/PVA matrix

Mesoporous carbon-containing voltammetric biosensor for determination of tyramine in food products

Simultaneous determination of hydroquinone and catechol in compost bioremediation using a tyrosinase biosensor and artificial neural networks