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Uneven genotypic diversity of in fecal sources limits the performance of a library-dependent method of microbial source tracking on the southwestern French Atlantic coast.

作者信息

Garabetian Frédéric, Vitte Isabelle, Sabourin Antoine, Moussard Hélène, Jouanillou Adeline, Mornet Line, Lesne Mélanie, Lyautey Emilie

机构信息

Université de Bordeaux, CNRS, EPOC, EPHE, UMR 5805, F-33600 Pessac, France.

Laboratoires des Pyrénées et des Landes, F-64150 Lagor, France.

出版信息

Can J Microbiol. 2020 Dec;66(12):698-712. doi: 10.1139/cjm-2020-0244. Epub 2020 Jul 30.

DOI:10.1139/cjm-2020-0244
PMID:32730720
Abstract

To develop a library-dependent method of tracking fecal sources of contamination of beaches on the Atlantic coast of southwestern France, a library of 6368 isolates was constructed from samples of feces, from 40 known human or animal sources collected in the vicinity of Arcachon Bay in 2010, and in French Basque Country, Landes, and Béarn, between 2017 and 2018. Different schemes of source identification were tested: use of the complete or filtered reference library; characterization of the isolates by genotypic or proteomic profiling based on ERIC-PCR or MALDI-TOF mass spectrometry, respectively; isolate by isolate assignment using either classifiers based on the Pearson similarity or SVM (support vector machine). With the exception of one source identification scheme, which was discarded since it used self-assignment, all tested schemes resulted in low rates of correct classification (<35%) and significant rates of incorrect classification (>15%). The heterogeneous coverage of genotypic diversity between sources and the uneven distribution of genotypes in the library likely explain the difficulties encountered in identifying the sources of fecal contamination. Shannon diversity index of sources ranged from 0 for several wildlife species sampled once to 3.03 for sewage treatment plant effluents sampled on various occasions, showing discrepancies between sources. The uneven genotypic composition of the library was attested by the value of the Pielou index (0.54), the high proportion of nondiscriminatory genotypes (>91% of the isolates), and the very low proportion of discriminatory genotypes (<3%). Since efforts made to constitute such a library are not affordable for routine analyses, the results question the relevance of developing such a method for identifying sources of fecal contamination on such a coastline.

摘要

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