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Volumn 61, Issue 23, 2013, Pages 5573-5581

Electrochemical oxidation of wine polyphenols in the presence of sulfur dioxide

Author keywords

cyclic voltammetry; digital simulation; electro oxidation; oxidation mechanism; sulfur dioxide; wine polyphenols

Indexed keywords

CARBON ROD ELECTRODES; CHEMICAL TRANSFORMATIONS; CYCLIC VOLTAMMOGRAMS; DIGITAL SIMULATION; MODEL WINE SOLUTIONS; ONE-ELECTRON OXIDATION; OXIDATION MECHANISMS; POLYPHENOLS;

EID: 84879028319     PISSN: 00218561     EISSN: 15205118     Source Type: Journal    
DOI: 10.1021/jf400282z     Document Type: Article
Times cited : (28)

References (57)
  • 2
    • 76449107209 scopus 로고    scopus 로고
    • Controlling the Fenton reaction in wine
    • Elias, R. J.; Waterhouse, A. L. Controlling the Fenton reaction in wine J. Agric. Food Chem. 2010, 58, 1699-1707
    • (2010) J. Agric. Food Chem. , vol.58 , pp. 1699-1707
    • Elias, R.J.1    Waterhouse, A.L.2
  • 3
    • 84858062005 scopus 로고    scopus 로고
    • Review of oxidative processes in wine and value of reduction potentials in enology
    • Danilewicz, J. C. Review of oxidative processes in wine and value of reduction potentials in enology Am. J. Enol. Vitic. 2012, 63, 1-10
    • (2012) Am. J. Enol. Vitic. , vol.63 , pp. 1-10
    • Danilewicz, J.C.1
  • 4
    • 0000897029 scopus 로고
    • The production of aldehydes as a result of oxidation of polyphenolic compounds and its relation to wine aging
    • Wildenradt, H. L.; Singleton, V. L. The production of aldehydes as a result of oxidation of polyphenolic compounds and its relation to wine aging Am. J. Enol. Vitic. 1974, 25, 119-126
    • (1974) Am. J. Enol. Vitic. , vol.25 , pp. 119-126
    • Wildenradt, H.L.1    Singleton, V.L.2
  • 5
    • 0038044732 scopus 로고    scopus 로고
    • Review of reaction mechanisms of oxygen and proposed intermediate reduction products in wine: Central role of iron and copper
    • Danilewicz, J. C. Review of reaction mechanisms of oxygen and proposed intermediate reduction products in wine: Central role of iron and copper Am. J. Enol. Vitic. 2003, 54, 73-85 (Pubitemid 36689421)
    • (2003) American Journal of Enology and Viticulture , vol.54 , Issue.2 , pp. 73-85
    • Danilewicz, J.C.1
  • 6
    • 0002789825 scopus 로고
    • Oxygen with phenols and related reactions in musts, wines, and model systems: Observations and practical implications
    • Singleton, V. L. Oxygen with phenols and related reactions in musts, wines, and model systems: Observations and practical implications Am. J. Enol. Vitic. 1987, 38, 69-77
    • (1987) Am. J. Enol. Vitic. , vol.38 , pp. 69-77
    • Singleton, V.L.1
  • 8
    • 34248563026 scopus 로고    scopus 로고
    • Interaction of sulfur dioxide, polyphenols, and oxygen in a wine-model system: Central role of iron and copper
    • Danilewicz, J. C. Interaction of sulfur dioxide, polyphenols, and oxygen in a wine-model system: Central role of iron and copper Am. J. Enol. Vitic. 2007, 58, 53-60 (Pubitemid 46761184)
    • (2007) American Journal of Enology and Viticulture , vol.58 , Issue.1 , pp. 53-60
    • Danilewicz, J.C.1
  • 9
    • 37549062931 scopus 로고    scopus 로고
    • Mechanisms of oxidative browning of wine
    • Li, H.; Guo, A.; Wang, H. Mechanisms of oxidative browning of wine Food Chem. 2008, 108, 1-13
    • (2008) Food Chem. , vol.108 , pp. 1-13
    • Li, H.1    Guo, A.2    Wang, H.3
  • 10
    • 39049130614 scopus 로고    scopus 로고
    • Protection of some aroma volatiles in a model wine medium by sulphur dioxide and mixtures of glutathione with caffeic acid or gallic acid
    • DOI 10.1002/ffj.1852
    • Roussis, I. G.; Sergianitis, S. Protection of some aroma volatiles in a model wine medium by sulphur dioxide and mixtures of glutathione with caffeic acid or gallic acid Flavour Fragance J. 2008, 23, 35-39 (Pubitemid 351233777)
    • (2008) Flavour and Fragrance Journal , vol.23 , Issue.1 , pp. 35-39
    • Roussis, I.G.1    Sergianitis, S.2
  • 11
    • 3142713192 scopus 로고    scopus 로고
    • Reactivity of 3-mercaptohexanol in red wine: Impact of oxygen, phenolic fractions, and sulfur dioxide
    • Blanchard, L.; Darriet, P.; Dubourdieu, D. Reactivity of 3-mercaptohexanol in red wine: Impact of oxigen, phenolic fraction, and sulfur dioxide Am. J. Enol. Vitic. 2004, 55, 115-120 (Pubitemid 38927722)
    • (2004) American Journal of Enology and Viticulture , vol.55 , Issue.2 , pp. 115-120
    • Blanchard, L.1    Darriet, P.2    Dubourdieu, D.3
  • 13
    • 34447567169 scopus 로고    scopus 로고
    • Protection of volatiles in a wine with low sulfur dioxide by caffeic acid or glutathione
    • Roussis, I. G.; Lambropoulos, I.; Tzimas, P. Protection of volatiles in a wine with low sulfur dioxide by caffeic acid or glutathione Am. J. Enol. Vitic. 2007, 58, 274-278 (Pubitemid 47067163)
    • (2007) American Journal of Enology and Viticulture , vol.58 , Issue.2 , pp. 274-278
    • Roussis, I.G.1    Lambropoulos, I.2    Tzimas, P.3
  • 14
    • 7044226420 scopus 로고    scopus 로고
    • Effectiveness of dimethyldicarbonate to stop alcoholic fermentation in wine
    • DOI 10.1016/j.fm.2004.07.003, PII S0740002004000929
    • Divol, B.; Strehaiano, P.; Lonvaud-Funel, A. Effectiveness of dimethyldicarbonate to stop alcoholic fermentation in wine Food Microbiol. 2005, 22, 169-178 (Pubitemid 39415715)
    • (2005) Food Microbiology , vol.22 , Issue.2-3 , pp. 169-178
    • Divol, B.1    Strehaiano, P.2    Lonvaud-Funel, A.3
  • 15
    • 0036752568 scopus 로고    scopus 로고
    • Using dimethyldicarbonate to minimize sulfur dioxide for prevention of fermentation from excessive yeast contamination in juice and semi-sweet wine
    • Threlfall, R. T.; Morris, J. R. Using dimethyldicarbonate to minimize sulfur dioxide for prevention of fermentation from excessive yeast contamination in juice and semi-sweet wine J. Food Sci. 2002, 67, 2758-2762 (Pubitemid 35212141)
    • (2002) Journal of Food Science , vol.67 , Issue.7 , pp. 2758-2762
    • Threlfall, R.T.1    Morris, J.R.2
  • 16
    • 38949181839 scopus 로고
    • Effect of dissolved oxygen on free sulfur dioxide in red wines
    • Jacobs, D. D. Effect of dissolved oxygen on free sulfur dioxide in red wines Am. J. Enol. Vitic. 1976, 27, 42-43
    • (1976) Am. J. Enol. Vitic. , vol.27 , pp. 42-43
    • Jacobs, D.D.1
  • 17
    • 45749145778 scopus 로고    scopus 로고
    • Mechanism of interaction of polyphenols, oxygen, and sulfur dioxide in model wine and wine
    • Danilewicz, J. C.; Seccombe, J. T.; Whelan, J. Mechanism of interaction of polyphenols, oxygen, and sulfur dioxide in model wine and wine Am. J. Enol. Vitic. 2008, 59, 128-136 (Pubitemid 351874266)
    • (2008) American Journal of Enology and Viticulture , vol.59 , Issue.2 , pp. 128-136
    • Danilewicz, J.C.1    Seccombe, J.T.2    Whelan, J.3
  • 18
    • 77955778574 scopus 로고    scopus 로고
    • Further studies on the mechanism of interaction of polyphenols, oxygen, and sulfte in wine
    • Danilewicz, J. C.; Wallbridge, P. J. Further studies on the mechanism of interaction of polyphenols, oxygen, and sulfte in wine Am. J. Enol. Vitic. 2010, 61, 166-175
    • (2010) Am. J. Enol. Vitic. , vol.61 , pp. 166-175
    • Danilewicz, J.C.1    Wallbridge, P.J.2
  • 19
    • 33947459244 scopus 로고
    • The reaction of quinone and sulfite. I. Intermediates
    • LuValle, J. E. The reaction of quinone and sulfite. I. Intermediates J. Am. Chem. Soc. 1952, 74, 2970-2977
    • (1952) J. Am. Chem. Soc. , vol.74 , pp. 2970-2977
    • Luvalle, J.E.1
  • 20
    • 1642328092 scopus 로고
    • Kinetics and mechanism of the addition of sulfite to p-benzoquinone
    • Youngblood, M. P. Kinetics and mechanism of the addition of sulfite to p-benzoquinone J. Org. Chem. 1986, 51, 1981-1985
    • (1986) J. Org. Chem. , vol.51 , pp. 1981-1985
    • Youngblood, M.P.1
  • 21
    • 0034868742 scopus 로고    scopus 로고
    • A cyclic voltammetry method suitable for characterizing antioxidant properties of wine and wine phenolics
    • DOI 10.1021/jf001044u
    • Kilmartin, P. A.; Zou, H.; Waterhouse, A. L. A cyclic voltammetry method suitable for characterizing antioxidant properties of wine and wine phenolics J. Agric. Food Chem. 2001, 49, 1957-1965 (Pubitemid 32816845)
    • (2001) Journal of Agricultural and Food Chemistry , vol.49 , Issue.4 , pp. 1957-1965
    • Kilmartin, P.A.1    Zou, H.2    Waterhouse, A.L.3
  • 22
    • 67650632336 scopus 로고    scopus 로고
    • Uncovering the influence of antioxidants on polyphenol oxidation in wines using an electrochemical method: Cyclic voltammetry
    • Makhotkina, O.; Kilmartin, P. A. Uncovering the influence of antioxidants on polyphenol oxidation in wines using an electrochemical method: Cyclic voltammetry J. Electroanal. Chem. 2009, 633, 165-174
    • (2009) J. Electroanal. Chem. , vol.633 , pp. 165-174
    • Makhotkina, O.1    Kilmartin, P.A.2
  • 23
    • 0040401549 scopus 로고
    • Theory of stationary electrode polarography single scan and cyclic methods applied to reversible, irreversible, and kinetic systems
    • Nicholson, R. S.; Shain, I. Theory of stationary electrode polarography single scan and cyclic methods applied to reversible, irreversible, and kinetic systems Anal. Chem. 1964, 36, 706-723
    • (1964) Anal. Chem. , vol.36 , pp. 706-723
    • Nicholson, R.S.1    Shain, I.2
  • 24
    • 0001327894 scopus 로고
    • Theory of stationary electrode polarography for a chemical reaction coupled between two charge transfers
    • Nicholson, R. S.; Shain, I. Theory of stationary electrode polarography for a chemical reaction coupled between two charge transfers Anal. Chem. 1965, 37, 178-190
    • (1965) Anal. Chem. , vol.37 , pp. 178-190
    • Nicholson, R.S.1    Shain, I.2
  • 25
    • 67049100026 scopus 로고    scopus 로고
    • Estimation of heterogeneous rate constants of reaction of electrochemically generated o-benzoquinones with various nucleophiles containing thiol group
    • Fotouhi, L.; Tammari, E.; Asadi, S.; Heravi, M. M.; Nematollahi, D. Estimation of heterogeneous rate constants of reaction of electrochemically generated o-benzoquinones with various nucleophiles containing thiol group Int. J. Chem. Kinet. 2009, 41, 426-431
    • (2009) Int. J. Chem. Kinet. , vol.41 , pp. 426-431
    • Fotouhi, L.1    Tammari, E.2    Asadi, S.3    Heravi, M.M.4    Nematollahi, D.5
  • 26
    • 64149117457 scopus 로고    scopus 로고
    • Electrochemical behavior of catechol in the presence of 2-methyl-1,3-cyclopentanedione: Application to electrosynthesis
    • Ojani, R.; Raoof, J. B.; Hosseinzadeh, R.; Alinezhad, A. Electrochemical behavior of catechol in the presence of 2-methyl-1,3-cyclopentanedione: Application to electrosynthesis Monatsh. Chem. 2009, 140, 503-508
    • (2009) Monatsh. Chem. , vol.140 , pp. 503-508
    • Ojani, R.1    Raoof, J.B.2    Hosseinzadeh, R.3    Alinezhad, A.4
  • 27
    • 80755132310 scopus 로고    scopus 로고
    • Voltammetric study of the oxidation of quercetin and catechin in the presence of cyanide ion
    • Khalafi, L.; Rafiee, M.; Yadaei, F. Voltammetric study of the oxidation of quercetin and catechin in the presence of cyanide ion Res. Chem. Intermed. 2011, 37, 1047-1055
    • (2011) Res. Chem. Intermed. , vol.37 , pp. 1047-1055
    • Khalafi, L.1    Rafiee, M.2    Yadaei, F.3
  • 28
    • 65149087443 scopus 로고    scopus 로고
    • Investigation of electrochemically induced Michael addition reactions. Oxidation of some dihydroxybenzene derivatives in the presence of azide ion
    • Nematollahi, D.; Khoshsafar, H. Investigation of electrochemically induced Michael addition reactions. Oxidation of some dihydroxybenzene derivatives in the presence of azide ion Tetrahedron 2009, 65, 4742-4750
    • (2009) Tetrahedron , vol.65 , pp. 4742-4750
    • Nematollahi, D.1    Khoshsafar, H.2
  • 29
    • 70149120742 scopus 로고    scopus 로고
    • Digital simulation of the cyclic voltammetry study of the catechols electrooxidation in the presence of some nitrogen and carbon nucleophiles
    • Raoof, J. B.; Ojani, R.; Nematollahi, D.; Kiani, A. Digital simulation of the cyclic voltammetry study of the catechols electrooxidation in the presence of some nitrogen and carbon nucleophiles Int. J. Electrochem. Sci. 2009, 4, 810-819
    • (2009) Int. J. Electrochem. Sci. , vol.4 , pp. 810-819
    • Raoof, J.B.1    Ojani, R.2    Nematollahi, D.3    Kiani, A.4
  • 30
    • 74749099113 scopus 로고    scopus 로고
    • Electrochemical oxidation of catechols in the presence of phenyl-Meldrum's acid. Synthesis and kinetic evaluation
    • Nematollahi, D.; Bamzadeh, M.; Shayani-Jam, H. Electrochemical oxidation of catechols in the presence of phenyl-Meldrum's acid. Synthesis and kinetic evaluation Chem. Pharm. Bull. 2010, 58, 23-26
    • (2010) Chem. Pharm. Bull. , vol.58 , pp. 23-26
    • Nematollahi, D.1    Bamzadeh, M.2    Shayani-Jam, H.3
  • 31
    • 79956373287 scopus 로고    scopus 로고
    • Electrochemical behavior of antioxidants: I. Mechanistic study on electrochemical oxidation of gallic acid in aqueous solutions at glassy-carbon electrode
    • Abdel-Hamid, R.; Newair, E. F. Electrochemical behavior of antioxidants: I. Mechanistic study on electrochemical oxidation of gallic acid in aqueous solutions at glassy-carbon electrode J. Electroanal. Chem. 2011, 657, 107-112
    • (2011) J. Electroanal. Chem. , vol.657 , pp. 107-112
    • Abdel-Hamid, R.1    Newair, E.F.2
  • 32
    • 0036534504 scopus 로고    scopus 로고
    • Mechanistic study of the oxidation of caffeic acid by digital simulation of cyclic voltammograms
    • DOI 10.1006/abio.2002.5577
    • Hotta, H.; Ueda, M.; Nagano, S.; Tsujino, Y.; Koyama, J.; Osakai, T. Mechanistic study of the oxidation of caffeic acid by digital simulation of cyclic voltammograms Anal. Biochem. 2002, 303, 66-72 (Pubitemid 34271106)
    • (2002) Analytical Biochemistry , vol.303 , Issue.1 , pp. 66-72
    • Hotta, H.1    Ueda, M.2    Nagano, S.3    Tsujino, Y.4    Koyama, J.5    Osakai, T.6
  • 33
    • 84865619499 scopus 로고    scopus 로고
    • The phenolic composition of Sauvignon blanc juice profiled by cyclic voltammetry
    • Makhotkina, O.; Kilmartin, P. A. The phenolic composition of Sauvignon blanc juice profiled by cyclic voltammetry Electrochim. Acta 2012, 83, 188-195
    • (2012) Electrochim. Acta , vol.83 , pp. 188-195
    • Makhotkina, O.1    Kilmartin, P.A.2
  • 35
    • 0003169640 scopus 로고    scopus 로고
    • Fitting experimental cyclic voltammetry data with theoretical simulations using DIGISIM 2.1
    • Bott, A. W.; Feldberg, S. W.; Rudolph, M. Fitting experimental cyclic voltammetry data with theoretical simulations using DIGISIM 2.1 Curr. Sep. 1996, 15, 67-71
    • (1996) Curr. Sep. , vol.15 , pp. 67-71
    • Bott, A.W.1    Feldberg, S.W.2    Rudolph, M.3
  • 37
    • 0027573990 scopus 로고
    • A study of electrode passivation during aqueous phenol electrolysis
    • Gattrell, M.; Kirk, D. W. A study of electrode passivation during aqueous phenol electrolysis J. Electrochem. Soc. 1993, 140, 903-911
    • (1993) J. Electrochem. Soc. , vol.140 , pp. 903-911
    • Gattrell, M.1    Kirk, D.W.2
  • 38
    • 70350458177 scopus 로고    scopus 로고
    • Electropolymerization of phenol on a vitreous carbon electrode in alkaline aqueous solution at different temperatures
    • Tahar, N. B.; Savall, A. Electropolymerization of phenol on a vitreous carbon electrode in alkaline aqueous solution at different temperatures Electrochim. Acta 2009, 55, 465-469
    • (2009) Electrochim. Acta , vol.55 , pp. 465-469
    • Tahar, N.B.1    Savall, A.2
  • 39
    • 0033675361 scopus 로고    scopus 로고
    • Electropolymerization of phenol on carbon steel and stainless steel electrodes in carbonate aqueous medium
    • Garces, P.; Lapuente, R.; Andion, L. G.; Cases, F.; Morallon, E.; Vazquez, J. L. Electropolymerization of phenol on carbon steel and stainless steel electrodes in carbonate aqueous medium Polym. J. 2000, 32, 623-628
    • (2000) Polym. J. , vol.32 , pp. 623-628
    • Garces, P.1    Lapuente, R.2    Andion, L.G.3    Cases, F.4    Morallon, E.5    Vazquez, J.L.6
  • 40
    • 77952955603 scopus 로고    scopus 로고
    • The use of cyclic voltammetry for wine analysis: Determination of polyphenols and free sulfur dioxide
    • Makhotkina, O.; Kilmartin, P. A. The use of cyclic voltammetry for wine analysis: Determination of polyphenols and free sulfur dioxide Anal. Chim. Acta 2010, 668, 155-165
    • (2010) Anal. Chim. Acta , vol.668 , pp. 155-165
    • Makhotkina, O.1    Kilmartin, P.A.2
  • 43
    • 34547939263 scopus 로고    scopus 로고
    • Electrochemical degradation of quercetin: Isolation and structural elucidation of the degradation products
    • DOI 10.1016/j.elecom.2007.06.026, PII S1388248107002585
    • Zhou, A.; Kikandi, S.; Sadik, O. A. Electrochemical degradation of quercetin: isolation and structural elucidation of the degradation products Electrochem. Commun. 2007, 9, 2246-2255 (Pubitemid 47268858)
    • (2007) Electrochemistry Communications , vol.9 , Issue.9 , pp. 2246-2255
    • Zhou, A.1    Kikandi, S.2    Sadik, O.A.3
  • 45
    • 58849109056 scopus 로고    scopus 로고
    • Comparative analysis of quercetin oxidation by electrochemical, enzymatic, autoxidation, and free radical generation techniques: A mechanistic study
    • Zhou, A.; Sadik, O. A. Comparative analysis of quercetin oxidation by electrochemical, enzymatic, autoxidation, and free radical generation techniques: A mechanistic study J. Agric. Food. Chem. 2008, 56, 12081-12091
    • (2008) J. Agric. Food. Chem. , vol.56 , pp. 12081-12091
    • Zhou, A.1    Sadik, O.A.2
  • 46
    • 0032148192 scopus 로고    scopus 로고
    • Faradaic processes on activated carbon particles: Example of sulfite anodic oxidation
    • Balduf, T.; Valentin, G.; Lapicqve, F. Faradaic processes on activated carbon particles: Example of sulfite anodic oxidation Can. J. Chem. Eng. 1998, 76, 790-798 (Pubitemid 29105225)
    • (1998) Canadian Journal of Chemical Engineering , vol.76 , Issue.4 , pp. 790-798
    • Balduf, T.1    Valentin, G.2    Lapicque, F.3
  • 47
    • 0003015072 scopus 로고
    • The mechanism of the electrochemical oxidation of sulfur dioxide in sulfuric acid solutions
    • Appleby, A. J.; Pichon, B. The mechanism of the electrochemical oxidation of sulfur dioxide in sulfuric acid solutions J. Electroanal. Chem. 1979, 95, 59-71
    • (1979) J. Electroanal. Chem. , vol.95 , pp. 59-71
    • Appleby, A.J.1    Pichon, B.2
  • 50
    • 3142732010 scopus 로고    scopus 로고
    • Catechin electrochemical oxidation mechanisms
    • DOI 10.1016/j.aca.2004.05.038, PII S0003267004006506
    • Janeiro, P.; Brett, A. M. O. Catechin electrochemical oxidation mechanisms Anal. Chim. Acta 2004, 518, 109-115 (Pubitemid 38917061)
    • (2004) Analytica Chimica Acta , vol.518 , Issue.1-2 , pp. 109-115
    • Janeiro, P.1    Oliveira Brett, A.M.2
  • 52
    • 0000921166 scopus 로고
    • Kinetics and mechanism of the iron (III)-catalyzed autoxidation of sulfur (IV) oxides in aqueous solution. Evidence for the redox cycling of iron in the presence of oxygen and modeling of the overall reaction mechanism
    • Brandt, C.; Fabian, I.; van Eldik, R. Kinetics and mechanism of the iron (III)-catalyzed autoxidation of sulfur (IV) oxides in aqueous solution. Evidence for the redox cycling of iron in the presence of oxygen and modeling of the overall reaction mechanism Inorg. Chem. 1994, 33, 687-701
    • (1994) Inorg. Chem. , vol.33 , pp. 687-701
    • Brandt, C.1    Fabian, I.2    Van Eldik, R.3
  • 53
    • 33845471334 scopus 로고
    • -) radicals in aqueous solutions
    • -) radicals in aqueous solutions J. Phys. Chem. 1984, 88, 5665-5669
    • (1984) J. Phys. Chem. , vol.88 , pp. 5665-5669
    • Huie, R.E.1    Neta, P.2
  • 55
    • 66149097306 scopus 로고    scopus 로고
    • Identification of free radical intermediates in oxidized wine using electron paramagnetic resonance spin trapping
    • Elias, R. J.; Andersen, M. L.; Skibsted, L. H.; Waterhouse, A. L. Identification of free radical intermediates in oxidized wine using electron paramagnetic resonance spin trapping J. Agric. Food. Chem. 2009, 57, 4359-4365
    • (2009) J. Agric. Food. Chem. , vol.57 , pp. 4359-4365
    • Elias, R.J.1    Andersen, M.L.2    Skibsted, L.H.3    Waterhouse, A.L.4
  • 57
    • 0034772876 scopus 로고    scopus 로고
    • Caffeic acid, chlorogenic acid, and dihydrocaffeic acid metabolism: Glutathione conjugate formation
    • Moridani, M. Y.; Scobie, H.; Jamshidzadeh, A.; Salehi, P.; O'Brien, P. J. Caffeic acid, chlorogenic acid, and dihydrocaffeic acid metabolism: glutathione conjugate formation Drug Metab. Dispos. 2001, 29, 1432-1439
    • (2001) Drug Metab. Dispos. , vol.29 , pp. 1432
    • Moridani, M.Y.1    Scobie, H.2    Jamshidzadeh, A.3    Salehi, P.4    O'Brien, P.J.5


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