Malla Muneer Ahmad, Dubey Anamika, Kumar Ashwani, Vennapu Dushyanth Reddy, Upadhyay Niraj, Pradhan Dileswar, Pradhan Rama Chandra, Yadav Shweta
Department of Zoology, Dr. Harisingh Gour University (Central University), Sagar, 470003, MP, India.
Metagenomics and Secretomics Research Laboratory, Department of Botany, Dr. Harisingh Gour University (Central University), Sagar, 470003, MP, India.
Environ Sci Pollut Res Int. 2022 Nov;29(51):77418-77427. doi: 10.1007/s11356-022-21191-0. Epub 2022 Jun 9.
Pyrethroid pesticides are of great environmental and health concern with regard to neurotoxicity and ubiquitous occurrence. Here, we reported a new bacterial strain identified as Bacillus cereus AKAD 3-1 that degraded 88.1% of 50 mg/l of cypermethrin in an aqueous medium. The biodegradation of cypermethrin was optimized by CCD (central composite design) and validated by ANN-GA (artificial neural network-genetic algorithm). Both the approaches proved to possess good performance in modeling and optimizing the growth conditions. Results indicated that the process variables have a significant (< 0.0001) impact on cypermethrin biodegradation. Moreover, the predicted CCD model had a "lack of fit p-value" of "0.9975." The optimum CCD and ANN model had an R value of 0.9703 and 0.9907, indicating that the two models' experimental and predicted values are closely fitted. The isolate successfully converted cypermethrin to CO and phenol without producing any toxic metabolite. Finally, a degradation pathway was proposed with the intermediate compounds identified by GC-MS. The present study highlights an important potential application of strain AKAD 3-1 for the in situ bioremediation of cypermethrin-contaminated environments.
拟除虫菊酯类农药因其神经毒性和广泛存在而备受环境和健康关注。在此,我们报道了一种新的细菌菌株,鉴定为蜡样芽孢杆菌AKAD 3-1,该菌株在水介质中能降解50mg/L氯氰菊酯的88.1%。氯氰菊酯的生物降解通过中心复合设计(CCD)进行优化,并通过人工神经网络-遗传算法(ANN-GA)进行验证。两种方法在模拟和优化生长条件方面均表现出良好性能。结果表明,工艺变量对氯氰菊酯生物降解有显著影响(<0.0001)。此外,预测的CCD模型“失拟p值”为“0.9975”。最佳的CCD模型和人工神经网络模型的R值分别为0.9703和0.9907,表明这两个模型的实验值和预测值拟合良好。该分离株成功地将氯氰菊酯转化为二氧化碳和苯酚,未产生任何有毒代谢物。最后,提出了一条降解途径,并通过气相色谱-质谱联用仪(GC-MS)鉴定了中间化合物。本研究突出了菌株AKAD 3-1在原位生物修复氯氰菊酯污染环境方面的重要潜在应用。