| Literature DB >> 31614261 |
Alessandro Bellino1, Daniela Baldantoni2, Enrica Picariello3, Raffaella Morelli4, Anna Alfani1, Flavia De Nicola3.
Abstract
Microbial degradation is the main responsible for polycyclic aromatic hydrocarbons (PAHs) removal from contaminated soils, and the understanding of this process is pivotal to define effective bioremediation approaches. To evaluate the contribution of several microbial groups in soil anthracene and benzo[a]pyrene degradation, the analysis of phospholipid fatty acid (PLFA) profiles and machine learning techniques were employed. To this end, PLFAs and PAH concentrations were analysed, along 274 days of incubation in mesocosms, in soils artificially contaminated with anthracene and benzo[a]pyrene, subjected to different treatments: untreated soil and soils treated with biowaste compost or fungal consortium. Random forest models, figuring anthracene or benzo[a]pyrene concentrations as dependent variables and PLFAs as predictors, were then built to evaluate the contribution of each variable in PAH degradation. PLFA profiles varied substantially among soil treatments and along time, with the increase of Actinomycetes in soils added with fungi and other Gram+ bacteria in compost amended soils. The former, together with fungi, are primarily responsible for anthracene and benzo[a]pyrene degradation in both treated soils, a process in which also metanotrophs and other Gram+ and Gram- bacteria participate. In untreated soil, the cooperation of a multitude of different microorganisms was, instead, responsible for PAH removal, a process with lower efficiency in respect to treated soils.Entities:
Keywords: Anthracene; Biowaste compost; Fungal consortium; PLFA; Random forest; benzo[a]pyrene
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Year: 2019 PMID: 31614261 DOI: 10.1016/j.jenvman.2019.109675
Source DB: PubMed Journal: J Environ Manage ISSN: 0301-4797 Impact factor: 6.789