基于人工神经网络和遗传算法研究锰过氧化酶脱色甲基橙

基于锰过氧化物酶(MnP)氧化脱色偶氮类染料的原理,实验研究MnP对甲基橙的脱色工艺,采用人工神经网络(ANN)和遗传算法(GA)建立脱色模型并优化工艺。建立的ANN模型的误差、相关系数、均方根误差和绝对平均偏差分别为0.0009、0.9971、1.21和6.82,模型有效且能够用于预测和工艺优化。采用GA对ANN模型进行数值寻优,得到的最佳工艺条件为酶液量0.6 mL,Mn2+浓度4 mmol/L,H2O2浓度0.49 mmol/L。该条件下脱色率达到(90.74±0.59)%。ANN耦合GA有效地建立了锰过氧化物酶脱色甲基橙的模型,并优化了工艺参数,为甲基橙脱色的研究提供一定参考。     

氯过氧化物酶对苯酚生物降解的促进作用

氯过氧化物酶是一种底物广泛的手性催化剂,可以催化卤素离子、芳香族化合物和醇类化合物等进行过氧化反应.利用氯过氧化物酶催化氧化苯酚,考察其对苯酚生物降解的促进作用.结果表明,500、1 000 mg/L苯酚在氯过氧化物酶为10 U/mL、pH为6.5、H2 O2投加量为10 mg/L时8h苯酚降解率分别达到86.6％和83.8％,比单纯菌株降解显著提高.说明氯过氧化物酶能快速清除苯酚污染的危害,提高苯酚的生物降解速率.     

真菌和细菌对染料吸附脱色的高效共培养体系研究

在含有真菌G－1培养液中加入染料厂污水排放口的污泥样品，从发生快速脱色降解染料的混合培养液中分离出2株染料脱色细菌L－1和L－2，经API鉴定系统鉴定，确定菌株L－1为Enterobacter sp.，菌株L－2为Pseudomonas sp.,研究比较了单一和不同组合混合的真菌G－1菌株（Penicillium sp.)，细菌L－1菌株（Enterobacter sp.)和L－2菌株（Pseudomonas sp.)对偶氮染料红M－3BE（C.I.Reactive Red 241)和蒽醌染料艳蓝KN－R（C.I.Reactive Blue 19)的去除情况，发现G－1真菌和2种细菌组合的共培养体系对50mg/L红M－3BE和艳蓝KN－R处理5h去除率达100％和97．9％，并且是以脱色降解作用为主，建立了染料脱色降解菌的最佳组合，进一步测定了此最佳共培养体系对另外13种不同结构染料的脱色降解，结果表明，除对蒽醌染料R－478脱色降解较差外，对其他染料均可在1h-3d被完全脱色降解，表现出脱色降解染料的广谱性，向培养4d的共培养体系中依次加入8种染料，菌体可对染料连续脱色，维持脱色能力达8d左右。     

不同培养条件下锰过氧化物酶(MnP)的合成及其对甲基橙的降解

高效、大规模、低成本合成木质素降解酶是直接采用其降解难降解有机污染物所必须解决的问题.对锰过氧化物酶(MnP)降解甲基橙和在非灭菌的反应器中连续合成MnP的可行性进行考察.结果表明,在采用2 mmol H2O2和1.5 mmol MnSO4的降解体系中,获最大脱色效果,且100、200和300 U/L的MnP可在8h内将甲基橙分别脱色18％、23％和35％;在非灭菌的反应器水平上实现了固定化培养的P.chrysosporium连续23 d合成MnP,但MnP酶活仅为2～ 23 U/L,难以酶解甲基橙;然而,在摇瓶培养条件下固定化的P.chrysosporium合成的MnP却能达1 152 U/L.因此,直接采用MnP对污染物进行降解以及在非灭菌的反应器中持续合成MnP是可行的,但就在非灭菌条件下如何提高MnP的合成量还有待开展深入的研究.     

漆酶对活性艳蓝染料废水脱色

用白腐真菌漆酶对活性艳蓝X-BR和活性艳蓝K-NR 2种活性染料进行脱色实验。研究了pH、温度、染料浓度和酶活力对脱色率的影响。结果表明,漆酶脱色的适宜条件为:反应温度45℃,pH 6～7,适宜染料浓度为50 mg/L,酶浓度5 U/mL,反应1 h两种染料脱色率可达到75%;通过正交实验确定2种染料的最佳脱色组合分别为:反应温度55℃、pH7、活性艳蓝X-BR浓度50 mg/L、酶浓度5 U/mL和反应温度55℃、pH 6、活性艳蓝K-NR浓度50 mg/L、酶浓度5 U/mL。在所得最优条件下反应1 h,活性艳蓝X-BR和活性艳蓝K-NR的脱色率分别为74.2%和78.6%;反应2 h,脱色率分别为78%和79.5%。     

灵芝漆酶对直接蓝86的催化脱色性能

利用灵芝菌Ganoderma lucidum U-281漆酶对直接蓝86进行酶促氧化脱色,并对其降解机理进行了探讨。结果表明,染料-漆酶共反应体系在20～50℃及pH小于5.0范围内,直接蓝86均可脱色50%以上;漆酶对直接蓝86具有宽泛的浓度适应性,对300 mg/L的该染料仍具有耐受性。最优脱色工艺参数为温度40℃、pH 5.0、染料初始浓度200 mg/L、漆酶用量1 U/mL。在优化条件下,直接蓝863 h的脱色率达到54.54%,48 h脱色率达到91.54%。紫外-可见吸收光谱分析表明,漆酶的酶促氧化导致染料的分子结构产生了变化,是造成直接蓝86脱色的主要发生机制。     

活性红M-3BE脱色真菌的筛选及脱色性能研究

从自然环境中分离到2株对染料活性红M-3BE具有明显脱色效果的真菌,经形态学和26S rDNA序列分析,将其鉴定为Fusarium oxysporum和Geosmithia viridis.采用初始浓度50 mg/L M-3BE的液体培养基同步脱色培养,F.oxysporum在24 h内对M-3BE的脱色率为96%,G.viridis在36 h内的脱色率为82%.对脱色酶系的检测结果表明,脱色过程中F.oxysporum能产生LiP和MnP,G.viridis则仅产生LiP.此外,F.oxysporu和G.viridis对另外7种染料的脱色率也可分别达到16%～100%和83.3%～100%.     

剩余污泥催化剂的制备及其脱色性能

以焦化废水脱水污泥为载体、ZnCl2为活化剂和催化剂的活性组分,采用一步法制备污泥催化剂。实验结果表明,当ZnCl2浓度为4 mol/L、固液比1∶3、焙烧温度550℃、焙烧时间40 min时,制备的污泥催化剂对亚甲基蓝的脱色性能最佳。利用制备的催化剂对活性红X-3B、弱酸性艳红B、活性蓝X-BR溶液进行脱色处理,研究反应时间、染料浓度、溶液pH、催化剂投加量和H2O2用量对染料脱色性能的影响。最佳条件下,3种废水的脱色率分别达到90.7%、97.5%和94.4%。对脱色数据进行动力学模拟,结果表明,3种染料废水脱色反应分别符合二级动力学模型、一级动力学模型、二级动力学模型。     

漆酶对活性黑KN-B和直接大红染料的脱色性能

利用白腐真菌漆酶对活性黑KN-B和直接大红2种偶氮染料进行脱色实验。考察反应时间、加酶量、pH值、染料浓度、温度对脱色率的影响,研究了ABTS介体以及金属离子存在下的脱色效果,并分析了漆酶脱色的动力学性能以及其对偶氮染料的降解规律。结果表明,活性黑KN-B和直接大红脱色适宜条件为：反应时间为30 min,加酶量8 U/mL,pH=7,染料浓度分别为50 mg/L和80 mg/L,温度40~45℃。ABTS介体对酶促偶氮染料脱色没有明显促进作用。Fe²⁺对漆酶脱色有较强的抑制作用;Cu²⁺对漆酶催化活性黑KN-B促进作用较大,对直接大红影响较小。漆酶对2种染料的脱色反应符合米氏方程,其催化活性黑KN-B和直接大红染料的K_m值分别为114.81 mg/L,317.5 mg/L,v_max值分别为6.57 mg/（L·min）和26.0 mg/（L·min）。     

Ganoderma sp.SYBC L48漆酶酶学性质及其对酸性红1的脱色性能

对灵芝菌Ganoderma sp. SYBC L48漆酶进行了纯化和酶学性质分析,并利用该漆酶对偶氮染料酸性红1进行脱色处理;考察了脱色体系中各因素对脱色效率的影响;采用小麦种子和水稻种子对酶处理后的染料进行了毒性测试。结果表明,以ABTS为底物时,该酶的最适pH为2.5,最适温度为60℃,在pH5～9和20～60℃具有良好的稳定性,Co2+、Cr~(3+)和Fe~(3+)离子对酶活性有较强的抑制作用。在染料浓度100 mg·L-1,酶浓度0.5 U·mL-1,介体HOBT浓度0.25 mmol·L-1,pH为4,50℃的条件下反应30 min后,该漆酶对酸性红1的脱色率可达90.3%;1 mmol·L-1的Cr~(3+)、Cu~(2+)、Al~(3+)和Ni~(2+)存在下,漆酶仍能催化酸性红1脱色;脱色后染料的植物毒性下降。上述结果表明该漆酶在纺织废水处理中具有一定的应用前景。     

Phytoremediation of polyaromatic hydrocarbons, anilines and phenols

Phytoremediation technologies based on the combined action of plants and the microbial communities that they support within the rhizosphere hold promise in the remediation of land and waterways contaminated with hydrocarbons but they have not yet been adopted in large-scale remediation strategies. In this review plant and microbial degradative capacities, viewed as a continuum, have been dissected in order to identify where bottle-necks and limitations exist. Phenols, anilines and polyaromatic hydrocarbons (PAHs) were selected as the target classes of molecule for consideration, in part because of their common patterns of distribution, but also because of the urgent need to develop techniques to overcome their toxicity to human health. Depending on the chemical and physical properties of the pollutant, the emerging picture suggests that plants will draw pollutants including PAHs into the plant rhizosphere to varying extents via the transpiration stream. Mycorrhizosphere-bacteria and -fungi may play a crucial role in establishing plants in degraded ecosystems. Within the rhizosphere, microbial degradative activities prevail in order to extract energy and carbon skeletons from the pollutants for microbial cell growth. There has been little systematic analysis of the changing dynamics of pollutant degradation within the rhizosphere; however, the importance of plants in supplying oxygen and nutrients to the rhizosphere via fine roots, and of the beneficial effect of microorganisms on plant root growth is stressed. In addition to their role in supporting rhizospheric degradative activities, plants may possess a limited capacity to transport some of the more mobile pollutants into roots and shoots via fine roots. In those situations where uptake does occur (i.e. only limited microbial activity in the rhizosphere) there is good evidence that the pollutant may be metabolised. However, plant uptake is frequently associated with the inhibition of plant growth and an increasing tendency to oxidant stress. Pollutant tolerance seems to correlate with the ability to deposit large quantities of pollutant metabolites in the 'bound' residue fraction of plant cell walls compared to the vacuole. In this regard, particular attention is paid to the activities of peroxidases, laccases, cytochromes P450, glucosyltransferases and ABC transporters. However, despite the seemingly large diversity of these proteins, direct proof of their participation in the metabolism of industrial aromatic pollutants is surprisingly scarce and little is known about their control in the overall metabolic scheme. Little is known about the bioavailability of bound metabolites; however, there may be a need to prevent their movement into wildlife food chains. In this regard, the application to harvested plants of composting techniques based on the degradative capacity of white-rot fungi merits attention.