1. bookVolume 63 (2019): Issue 3 (September 2019)
Journal Details
License
Format
Journal
eISSN
2450-8608
First Published
30 Mar 2016
Publication timeframe
4 times per year
Languages
English
Open Access

Electrochemical reduction of azo dyes mimicking their biotransformation to more toxic products

Published Online: 13 Sep 2019
Volume & Issue: Volume 63 (2019) - Issue 3 (September 2019)
Page range: 433 - 438
Received: 25 Jan 2019
Accepted: 02 Jul 2019
Journal Details
License
Format
Journal
eISSN
2450-8608
First Published
30 Mar 2016
Publication timeframe
4 times per year
Languages
English
Introduction

Sudan I–IV dyes have been recognised by the International Agency for Research on Cancer (IARC) as group 3 carcinogenic agents, potentially carcinogenic to humans, due to insufficient data on their carcinogenicity to animals to recommend a higher risk group designation (11). Para Red has not been classified by the IARC; however, it is structurally very similar to Sudan I and therefore it is suspected to exert equally toxic effects. Although these dyes are forbidden to be used as food and feed additives, their presence is continuously detected in spices, these mainly being chilli, curry or curcuma (18).

The mechanism of carcinogenicity of azo dyes is related to metabolic activation to produce reactive intermediates that can bind to DNA. The main mechanism is considered a reductive cleavage of the azo linkage to release aromatic amines (2). Therefore the toxicity of azo dyes would be closely related to corresponding amines present in an azo dye structure (1).

As reported in the literature, the dyes selected for the experiment undergo enzymatic reactions in the human body and are transformed into aromatic amines: Sudans I and III into aniline, Sudan II into 2,4-dimethylaniline, Sudan IV into o-toluidine, and Para Red into p-nitroaniline (22).

Despite the ban on azo dyes, there is still a risk of their occurrence in food. As shown by Chen et al. (5), azo dyes were found in eggs and animal tissues intended for human consumption. It might result from their presence in oleoresins used as chicken feed additives to enhance egg yolk colour (10). However, the previous studies performed in our department indicated that the transfer of Sudan I to eggs was very low (16). Additionally, the amount of the dye present in the gastrointestinal tract was lower than its initial amount in the prepared experimental feed, which was indirect evidence of its transformation in the gastrointestinal tract of laying hens (16).

The combination of electrochemistry with mass spectrometry has recently become a popular approach to simulating metabolisation of xenobiotics (4). Quick and easy screening for possible reaction products make this technique particularly promising in metabolic studies (3, 7, 12, 19).

Therefore the aim of this study was to investigate the reduction products of selected azo dyes using the technique of electrochemistry with mass spectrometry (EC–MS). Afterwards, a comparison was made with data available in literature and software for predicting metabolic pathways. Particular attention was paid to the harmful aromatic amine reduction EC products. Based on these results an analytical method using liquid chromatography combined with tandem mass spectrometry (LC–MS/MS) was developed as a tool for the confirmation of the identified products obtained by electrochemical reduction.

Material and Methods

Chemicals and reagents. Acetonitrile and 99.5% formic acid (all HPLC grade) were provided by J.T. Baker (USA). Ammonium acetate, acetone, analytical standards of Sudan I–IV dyes, Para red, and their metabolites were purchased from Sigma-Aldrich (Germany). Water was purified through a Milli-Q plus system from Millipore (USA).

The stock standard solutions (1,000 μg/ml) of Sudan I and Sudan II were prepared by weighing appropriate amounts of the substances and dissolving Sudan III, Sudan IV, and Para Red in acetonitrile, 4,4’-oxydianiline in acetone, 4-aminoazobenzene, 2,4-dimethylaniline, aniline and 4-nitroaniline in methanol, and 1-amino-2-naphthol in water. All stock solutions were kept in the dark below –18°C for six months. A solution of an internal standard was prepared separately.

Working standard solutions of the dyes were prepared by dissolving appropriate amounts of stock standard solutions in acetonitrile and they were kept in the dark at 4–6°C for three months. Working standard solutions of metabolites were prepared by dissolving appropriate amounts of stock standard solutions in water before each analysis.

Electrochemical and mass–spectrometrical simulation (EC–MS). The ROXY electrochemical (EC) analyser (Antec, the Netherlands), was equipped with a ReactorCell infusion pump connected to an LC-MS 8050 triple-quadrupole mass spectrometer (Shimadzu, Japan). The reduction reactions were performed in an electrochemical reactor cell equipped with glassy carbon as a working electrode, HyREF as a reference electrode (Ag/AgCl), and a platinum auxiliary electrode. The tested dye solutions at the concentration of 10 μg/mL in 0.1% formic acid in acetonitrile were infused to the experimental cell under a constant flow of 10 μL/min using a syringe pump. The electrolysis experiment was conducted using the scan mode from −2 V to 0 V at the rate of 10 mV/s. The products of the electrochemical reaction were analysed by mass spectrometer working in the selected ion monitoring mode of m/z ratio for each analysed azo dye and in full scan mode to acquire the m/z ratio of metabolites formed from each azo dye.

For confirmation analysis, an electrochemical reactor was used working in offline mode with conditions set as described above, except voltage which was set to −2 V. About 1 mL of reduction products for each azo dye was collected and analysed using the LC–MS/MS method.

Data interpretation of the results from electrochemical simulation. Data from extracted ion chromatograms were used to acquire the masses of potential metabolites of each azo dye. These results were matched with data found in literature regarding metabolisation of Sudans I–IV and Para Red, and an in silico study was conducted using available software: EAWAG-BBD Pathway Prediction System (20) and BioTransformer (9).

Chromatography and mass spectrometry of analytical method for identification of potential metabolites. The potential candidates were finally verified by developing an analytical method using LC/MS–MS technique. The LC–MS/MS system consisted of a Nexera X2 UHPLC liquid chromatograph (Shimadzu, Japan) coupled with an 8050 triple quadruple detector (Shimadzu) used in positive and negative mode with ESI and controlled by LabSolutions 5.60 SP2 software (Shimadzu). The parameters were set as follows: nebulising gas (nitrogen) flow – 2 L/min, heating and drying gas (air) flow, each 10 L/min, interface temperature at 300°C, desolvation line temperature at 250°C, heat block temperature at 400°C, and capillary voltage at −3 and 4 kV for negative and positive ionisation, respectively. The mass analyser was configured in selected reaction monitoring mode; each analyte was analysed using two transitions. The compounds were separated using a Kinetex F5 (100 mm, 2.1 mm, 2.6 μm) analytical column (Phenomenex, USA) and acetonitrile (A) and 10 mM ammonium acetate pH 7.0 (B) as a mobile phase. The following gradient elution was applied in a 10-min run time: 30% B from 0 to 1.2 min, increasing to 95% B until the 2.0 min time, this was maintained until the 8.0 min point, and then the column was re-equilibrated to the initial condition from 8.2 to 10 min.

Results

Electrochemical simulation. To obtain the highest efficiency of the reduction of azo dyes the following parameters were optimised: the concentration of formic acid, concentration of azo dyes used in the solution for reduction reactions, and the material from which the working electrode was made.

The first step to establish the optimal conditions for electrochemical reduction was to set the concentration of formic acid in acetonitrile. Therefore, azo dyes (at the concentration of 10 μg/mL) were prepared in the following solutions: 0.01%, 0.05%, 0.1%, and 0.5% of formic acid with acetonitrile. The highest signals of reduction products were observed for the 0.1% and 0.5% solutions. For the next step of optimisation, the 0.1% formic acid solution was chosen. Afterwards, the influence of the concentration of the azo dyes was studied, and the following concentrations were prepared and analysed: 2, 5, 10, 20, and 40 μg/mL. Below 5 μg/mL, none of the electrochemical products were observed. Concentration of 10 μg/mL was selected as optimal, because higher concentrations did not provide meaningfully higher signals of reduction products. Finally, the performance of the electrochemical reduction was compared using the two different working electrodes of glassy carbon and gold. Significantly higher signals were obtained using glassy carbon as a working electrode.

On the basis of the optimisation experiments the following conditions were used: 0.1% concentration of formic acid, 10.0 μg/mL concentration of azo dyes in the solution, and glassy carbon as a working electrode.

All the selected dyes successfully underwent the reduction reactions using the optimised conditions, resulting in a wide range of electrochemical signals. The acquired m/z ratios of signals obtained for all azo dyes are presented in Table 1. This approach produced a large number of signals; therefore interpretation of the data was required to designate the most promising candidates for metabolites of analysed azo dyes.

Signals (m/z ratio) acquired during the electrochemical step

Azo dyeAcquired m/z ratio
Sudan I94105 128 159 161 181198
Sudan II 105 122 138158 160 181 201
Sudan III94 108 128 158 160 173181198
Sudan IV 108 158 160
Para Red 108 159160 199

Compounds selected as the candidates for metabolites of azo dyes selected from the literature and in silico data

Data interpretation of the electrochemical simulation step. The preliminary identification of signals obtained in electrochemical simulation was performed by comparing our results with the data in the literature. As an additional identification method we applied an in silico approach by using web-based software to predict plausible pathways for degradation of chemical compounds (9, 20). The predictions using the EAWAG-BBD Pathway Prediction System and BioTransformer (in which predictions were performed using the Human Gut Microbial option) were similar, but some discrepancies were observed. Sudan I to 1,2-dihydroxynapthalene and Sudan III to 4-aminoazobenzene were predicted only by EAWAG-BBD software.

Chromatography and tandem mass spectrometry analytical method for the identification of potential metabolites. To confirm our findings from previous steps of the experiment, an analytical method using an LC–MS/MS technique was developed. The MS/MS fragmentation conditions of compounds identified in previous steps were investigated and collision energies for each individual compound were optimised to give sufficient sensitivity. Pseudo-molecular ions were used for all analytes as a precursor and two product ions were monitored. The detection of all compounds was conducted using positive ionisation, except 4-nitroaniline which was monitored in negative ionisation. The MS/MS conditions are summarised in Table 3.

Mass spectrometry parameters for analytes in scope of the LC–MS/MS method

AnalyteIonisationPrecursorProductsCollision energy (eV)
1,2-dihydroxynaphthalenepositive161.0131.0/77.1−33.0/−18.0
2,4-dimethyanilinepositive122.6108.1/80.1−27.0/−21.0
1-amino-2-naphtholpositive160.0130.0/103.3−13.0/−11.0
4-aminoazobenzenepositive197.693.2/77.1−25.0/−49.0
4-nitroanilinenegative137.0107.0/93.030.0/18.0
anilinepositive94.277.1/51.0−25.0/−30.0
o-toluidinepositive108.091.1/65.1−21.0/−27.0

The Phenomenex Kinetex F5 column combined with the gradient profile of ammonium acetate and acetonitrile gave satisfactory peak shapes and separation of all the analytes. The chromatogram of the standard solution of metabolite candidates at the concentration of 1 μg/mL is shown in Fig. 1.

Fig. 1

Chromatogram of candidates for metabolites at concentration of 1 μg/mL

The developed method was then used to analyse solutions produced during the offline electrochemical simulation step. Only a limited number of pre-selected metabolites were confirmed. For Sudan I only aniline was found, while for Sudan II no analytes were detected. Analysis of the Sudan III reduction solution confirmed the presence of both aniline and 4-aminoazobenzene. The presence of o-toluidine was confirmed in the Sudan IV solution and in that of Para Red only the presence of 4-nitroaniline was noted.

Discussion

Azo dyes are diazotised amines coupled to an amine or phenol, with one or more azo bonds (–N=N–). The dyes selected for the tests (Sudans I–IV and Para red) are banned for use in food and feed, nevertheless their presence is still detected in spices and foods which contain them, eggs, and animal tissues (6). Recent research on natural contamination has demonstrated that the combination of Sudan I-contaminated soils and application of Sudan I-containing agricultural preparations constitutes a major source of Sudan I in vegetables during the growth period, at the levels of 0.18–2.52 μg/kg (13). Usually azo dyes are resistant to biodegradation, but there are chemical and biological systems capable of reducing them. Sudan dyes may be transformed by anaerobic bacteria in soil, sludge, and the intestines into carcinogenic aromatic amines (22), which exert more toxic health effects than the dyes themselves. Thus we decided to study this phenomenon using abiotic methods, which allows the possible metabolites of Sudan azo dyes in animal and human bodies to be predicted.

The results of the previously published experiments regarding the reduction of azo dyes to aromatic amines are very diverse, and the range of analytical techniques applied in these studies is very wide.

For Sudan I, aniline was identified by other authors as the main metabolite of anaerobic degradation (21, 22).

Additionally, the presence of 1-amino-2-naphthol as a metabolite of Sudan I was expected in another publication (15). In current studies only the presence of aniline as a Sudan I metabolite was confirmed by the LC–MS/MS system using analytical standards.

The studies of Sudan II conducted by Yaguez et al. (8) revealed that the electrochemical reaction involves a four-electron exchange in both acidic and basic media, resulting in the formation of 1-amino-2-naphthol and 2,4-dimethyl-aniline; 2,4-dimethyl-aniline was also identified as the metabolite produced from Sudan II by E. faecalis (22). In the present studies we were not able to confirm any of the pre-selected metabolites.

Pielesz et al. (17) reduced Sudan III using sodium hydrosulphite in an alkaline medium and reported aniline and p-phenylenediamine as main products. Other authors used sodium thiosulphate and performed electrochemical reduction measurements on Sudan III to report the formation of aniline, benzidine, o-toluidine, 2,6-dimethylaniline, 4,4’-oxydianiline, and 4,4’-methylene-bis(2-methylaniline) using the HPLC-DAD detection system (14).

In the studies on biodegradation of Sudan IV proposed by Xu et al. (22) the metabolic pathway led to 1-amino-2-napthol, 2,5-diaminotoluene and o-toluidine. The chemical structure of Para Red is similar to Sudan I therefore similar properties are expected. For Para red reduction by E. faecalis to 4-nitroaniline was identified in the literature, and in other studies reduction to 1,2-naphthoquinone, 4,4 ’-diaminodiphenylmethane, and 1-(2-hydroxyfenyloazo)-2-naphthol was established (22). In our studies only the 4-nitroaniline metabolite was confirmed, to do which the LC/MS-MS technique was used.

The electrochemical reactor combined with mass spectrometer was successfully applied to simulate the reduction of five azo dyes. One constraining factor in this research was that only limited compounds preselected as the metabolites of azo dyes were afterwards confirmed by the LC–MS/MS method.

Fig. 1

Chromatogram of candidates for metabolites at concentration of 1 μg/mL
Chromatogram of candidates for metabolites at concentration of 1 μg/mL

Signals (m/z ratio) acquired during the electrochemical step

Azo dye Acquired m/z ratio
Sudan I 94 105 128 159 161 181 198
Sudan II 105 122 138 158 160 181 201
Sudan III 94 108 128 158 160 173 181 198
Sudan IV 108 158 160
Para Red 108 159 160 199

Mass spectrometry parameters for analytes in scope of the LC–MS/MS method

Analyte Ionisation Precursor Products Collision energy (eV)
1,2-dihydroxynaphthalene positive 161.0 131.0/77.1 −33.0/−18.0
2,4-dimethyaniline positive 122.6 108.1/80.1 −27.0/−21.0
1-amino-2-naphthol positive 160.0 130.0/103.3 −13.0/−11.0
4-aminoazobenzene positive 197.6 93.2/77.1 −25.0/−49.0
4-nitroaniline negative 137.0 107.0/93.0 30.0/18.0
aniline positive 94.2 77.1/51.0 −25.0/−30.0
o-toluidine positive 108.0 91.1/65.1 −21.0/−27.0

Compounds selected as the candidates for metabolites of azo dyes selected from the literature and in silico data

Bartsch H.: Metabolic activation of aromatic amines and azo dyes. IARC Sci Publ 1981, 40, 13–30. Bartsch H. Metabolic activation of aromatic amines and azo dyes IARC Sci Publ 1981 40 13 30Search in Google Scholar

Brown M.A., De Vito S.C.: Predicting azo dye toxicity. Crit Rev Environ Sci Technol 1993, 23, 249–324. Brown M.A. De Vito S.C. Predicting azo dye toxicity Crit Rev Environ Sci Technol 1993 23 249 32410.1080/10643389309388453Search in Google Scholar

Bruins A.P.: An overview of electrochemistry combined with mass spectrometry. TrAC Trends Anal Chem 2015, 70, 14–19. Bruins A.P. An overview of electrochemistry combined with mass spectrometry TrAC Trends Anal Chem 2015 70 14 1910.1016/j.trac.2015.02.016Search in Google Scholar

Bussy U., Delaforge M., El-Bekkali C., Ferchaud-Roucher V., Krempf M., Tea I., Galland N., Jacquemin D., Boujtita M.: Acebutolol and alprenolol metabolism predictions: Comparative study of electrochemical and cytochrome P450-catalyzed reactions using liquid chromatography coupled to high-resolution mass spectrometry. Anal Bioanal Chem 2013, 405, 6077–6085. Bussy U. Delaforge M. El-Bekkali C. Ferchaud-Roucher V. Krempf M. Tea I. Galland N. Jacquemin D. Boujtita M. Acebutolol and alprenolol metabolism predictions: Comparative study of electrochemical and cytochrome P450-catalyzed reactions using liquid chromatography coupled to high-resolution mass spectrometry Anal Bioanal Chem 2013 405 6077 608510.1007/s00216-013-7050-7Search in Google Scholar

Chen D., Cao X., Tao Y., Wu Q., Pan Y., Peng D., Liu Z., Huang L., Wang Y., Wang X., Yuan Z.: Development of a liquid chromatography–tandem mass spectrometry with ultrasound-assisted extraction and auto solid-phase clean-up method for the determination of Fusarium toxins in animal derived foods. J Chromatogr A 2013, 1311, 21–29. Chen D. Cao X. Tao Y. Wu Q. Pan Y. Peng D. Liu Z. Huang L. Wang Y. Wang X. Yuan Z. Development of a liquid chromatography–tandem mass spectrometry with ultrasound-assisted extraction and auto solid-phase clean-up method for the determination of Fusarium toxins in animal derived foods J Chromatogr A 2013 1311 21 2910.1016/j.chroma.2013.08.062Search in Google Scholar

Chen D., Li X., Tao Y., Pan Y., Wu Q., Liu Z., Peng D., Wang X., Huang L., Wang Y., Yuan Z.: Development of a liquid chromatography-tandem mass spectrometry with ultrasound-assisted extraction method for the simultaneous determination of sudan dyes and their metabolites in the edible tissues and eggs of food-producing animals. J Chromatogr B Anal Technol Biomed Life Sci 2013, 939, 45–50. Chen D. Li X. Tao Y. Pan Y. Wu Q. Liu Z. Peng D. Wang X. Huang L. Wang Y. Yuan Z. Development of a liquid chromatography-tandem mass spectrometry with ultrasound-assisted extraction method for the simultaneous determination of sudan dyes and their metabolites in the edible tissues and eggs of food-producing animals J Chromatogr B Anal Technol Biomed Life Sci 2013 939 45 5010.1016/j.jchromb.2013.08.028Search in Google Scholar

Chen L., Hofmann D., Klumpp E., Xiang X., Chen Y., Küppers S.: Bottom-up approach for the reaction of xenobiotics and their metabolites with model substances for natural organic matter by electrochemistry-mass spectrometry (EC-MS). Chemosphere 2012, 89, 1376–1383. Chen L. Hofmann D. Klumpp E. Xiang X. Chen Y. Küppers S. Bottom-up approach for the reaction of xenobiotics and their metabolites with model substances for natural organic matter by electrochemistry-mass spectrometry (EC-MS) Chemosphere 2012 89 1376 138310.1016/j.chemosphere.2012.05.105Search in Google Scholar

de la Cruz Yaguez L.I., Pingarron Carrazon J.M., Polo Diez L.M.: Polarographic study of the 1-(2,4-dimethylphenylazo)-2-naphthol (Sudan II) in hydroalcoholic medium. Electrochim Acta 1986, 31, 119–121. de la Cruz Yaguez L.I. Pingarron Carrazon J.M. Polo Diez L.M. Polarographic study of the 1-(2,4-dimethylphenylazo)-2-naphthol (Sudan II) in hydroalcoholic medium Electrochim Acta 1986 31 119 12110.1016/0013-4686(86)80071-8Search in Google Scholar

Djoumbou-Feunang Y., Fiamoncini J., Gil de la Fuente A., Greiner R., Manach C., Wishart D.S.: BioTransformer: a comprehensive computational tool for small molecule metabolism prediction and metabolite identification. J Cheminform 2019, 11, 1–25. Djoumbou-Feunang Y. Fiamoncini J. Gil de la Fuente A. Greiner R. Manach C. Wishart D.S. BioTransformer: a comprehensive computational tool for small molecule metabolism prediction and metabolite identification J Cheminform 2019 11 1 2510.1186/s13321-018-0324-5668987330612223Search in Google Scholar

Hoenicke K.: AOAC Europe Section - International Workshop “Foods to Dye For.” 2006, 1–20. Hoenicke K. AOAC Europe Section - International Workshop “Foods to Dye For.” 2006 1 20Search in Google Scholar

IARC: Overall Evaluations of Carcinogenicity: An Updating of IARC monographs volumes 1 to 4. IARC Monogr Eval Carcinogenic Risks to Humans 1987, 1–42. IARC: Overall Evaluations of Carcinogenicity: An Updating of IARC monographs volumes 1 to 4. IARC Monogr Eval Carcinogenic Risks to Humans 1987 1 42Search in Google Scholar

Karst U.: Electrochemistry/Mass Spectrometry (EC/MS)— A New Tool To Study Drug Metabolism and Reaction Mechanisms. Angew Chemie Int Ed 2004, 43, 2476–2478. Karst U. Electrochemistry/Mass Spectrometry (EC/MS)— A New Tool To Study Drug Metabolism and Reaction Mechanisms Angew Chemie Int Ed 2004 43 2476 247810.1002/anie.20030176315127432Search in Google Scholar

Lian Y., Gao W., Zhou L., Wu N., Lu Q., Han W., Tie X.: Occurrence of Sudan I in Paprika Fruits Caused by Agricultural Environmental Contamination. J Agric Food Chem 2014, 62, 4072–4076. Lian Y. Gao W. Zhou L. Wu N. Lu Q. Han W. Tie X. Occurrence of Sudan I in Paprika Fruits Caused by Agricultural Environmental Contamination J Agric Food Chem 2014 62 4072 407610.1021/jf501306724766082Search in Google Scholar

Lizier T.M., Zanoni T.B., de Oliveira D.P., Zanoni M.V.B.: Electrochemical reduction as a powerful tool to highlight the possible formation of by-products more toxic than Sudan III dye. Int J Electrochem Sci 2012, 7, 7784–7796. Lizier T.M. Zanoni T.B. de Oliveira D.P. Zanoni M.V.B. Electrochemical reduction as a powerful tool to highlight the possible formation of by-products more toxic than Sudan III dye Int J Electrochem Sci 2012 7 7784 7796Search in Google Scholar

Møller P., Wallin H.: Genotoxic hazards of azo pigments and other colorants related to 1-phenylazo-2-hydroxynaphthalene. Mutat Res 2000, 462, 13–30. Møller P. Wallin H. Genotoxic hazards of azo pigments and other colorants related to 1-phenylazo-2-hydroxynaphthalene Mutat Res 2000 462 13 3010.1016/S1383-5742(99)00090-3Search in Google Scholar

Piątkowska M., Jedziniak P., Olejnik M., Żmudzki J., Posyniak A.: Absence of evidence or evidence of absence? A transfer and depletion study of Sudan I in eggs. Food Chem 2018, 239, 598–602. Piątkowska M. Jedziniak P. Olejnik M. Żmudzki J. Posyniak A. Absence of evidence or evidence of absence? A transfer and depletion study of Sudan I in eggs Food Chem 2018 239 598 60210.1016/j.foodchem.2017.06.15628873610Search in Google Scholar

Pielesz A., Baranowska I., Rybak A., Włochowicz A.: Detection and determination of aromatic amines as products of reductive splitting from selected azo dyes. Ecotoxicol Environ Saf 2002, 53, 42–47. Pielesz A. Baranowska I. Rybak A. Włochowicz A. Detection and determination of aromatic amines as products of reductive splitting from selected azo dyes Ecotoxicol Environ Saf 2002 53 42 4710.1006/eesa.2002.219112481855Search in Google Scholar

RASFF: Annual report on the functioning of the RASFF. Ann Rep 2003, 1–32. RASFF: Annual report on the functioning of the RASFF Ann Rep 2003 1 32Search in Google Scholar

Szultka-Młynska M., Buszewski B.: Electrochemistry-mass spectrometry for in-vitro determination of selected chemotherapeutics and their electrochemical products in comparison to in-vivo approach. Talanta 2016, 160, 694–703. Szultka-Młynska M. Buszewski B. Electrochemistry-mass spectrometry for in-vitro determination of selected chemotherapeutics and their electrochemical products in comparison to in-vivo approach Talanta 2016 160 694 70310.1016/j.talanta.2016.07.05427591665Search in Google Scholar

Wicker J., Fenner K., Ellis L., Wackett L., Kramer S.: Predicting biodegradation products and pathways: A hybrid knowledge- and machine learning-based approach. Bioinformatics 2010, 26, 814–821. Wicker J. Fenner K. Ellis L. Wackett L. Kramer S. Predicting biodegradation products and pathways: A hybrid knowledge- and machine learning-based approach Bioinformatics 2010 26 814 82110.1093/bioinformatics/btq02420106820Search in Google Scholar

Xu H., Heinze T.M., Chen S., Cerniglia C.E., Chen H.: Anaerobic metabolism of 1-amino-2-naphthol-based azo dyes (Sudan dyes) by human intestinal microflora. Appl Environ Microbiol 2007, 73, 7759–7762. Xu H. Heinze T.M. Chen S. Cerniglia C.E. Chen H. Anaerobic metabolism of 1-amino-2-naphthol-based azo dyes (Sudan dyes) by human intestinal microflora Appl Environ Microbiol 2007 73 7759 776210.1128/AEM.01410-07216803717933925Search in Google Scholar

Xu H., Heinze T.M., Paine D.D., Cerniglia C.E., Chen H.: Sudan azo dyes and Para Red degradation by prevalent bacteria of the human gastrointestinal tract. Anaerobe 2010, 16, 114–119. Xu H. Heinze T.M. Paine D.D. Cerniglia C.E. Chen H. Sudan azo dyes and Para Red degradation by prevalent bacteria of the human gastrointestinal tract Anaerobe 2010 16 114 11910.1016/j.anaerobe.2009.06.007586324719580882Search in Google Scholar

Recommended articles from Trend MD