37 results on '"Pier-Luc Plante"'
Search Results
2. Gene-based microbiome representation enhances host phenotype classification
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Thomas Deschênes, Fred Wilfried Elom Tohoundjona, Pier-Luc Plante, Vincenzo Di Marzo, and Frédéric Raymond
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microbiome ,machine learning ,metagenomics ,shotgun microbiome ,feature selection ,gene clusters ,Microbiology ,QR1-502 - Abstract
ABSTRACT With the concomitant advances in both the microbiome and machine learning fields, the gut microbiome has become of great interest for the potential discovery of biomarkers to be used in the classification of the host health status. Shotgun metagenomics data derived from the human microbiome is composed of a high-dimensional set of microbial features. The use of such complex data for the modeling of host-microbiome interactions remains a challenge as retaining de novo content yields a highly granular set of microbial features. In this study, we compared the prediction performances of machine learning approaches according to different types of data representations derived from shotgun metagenomics. These representations include commonly used taxonomic and functional profiles and the more granular gene cluster approach. For the five case-control datasets used in this study (Type 2 diabetes, obesity, liver cirrhosis, colorectal cancer, and inflammatory bowel disease), gene-based approaches, whether used alone or in combination with reference-based data types, allowed improved or similar classification performances as the taxonomic and functional profiles. In addition, we show that using subsets of gene families from specific functional categories of genes highlight the importance of these functions on the host phenotype. This study demonstrates that both reference-free microbiome representations and curated metagenomic annotations can provide relevant representations for machine learning based on metagenomic data. IMPORTANCE Data representation is an essential part of machine learning performance when using metagenomic data. In this work, we show that different microbiome representations provide varied host phenotype classification performance depending on the dataset. In classification tasks, untargeted microbiome gene content can provide similar or improved classification compared to taxonomical profiling. Feature selection based on biological function also improves classification performance for some pathologies. Function-based feature selection combined with interpretable machine learning algorithms can generate new hypotheses that can potentially be assayed mechanistically. This work thus proposes new approaches to represent microbiome data for machine learning that can potentiate the findings associated with metagenomic data.
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- 2023
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3. Contribution of farms to the microbiota in the swine value chain
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Pascal Laforge, Antony T. Vincent, Caroline Duchaine, Perrine Feutry, Annick Dion-Fortier, Pier-Luc Plante, Éric Pouliot, Sylvain Fournaise, and Linda Saucier
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sanitary status ,swine value chain ,food safety ,16S rDNA ,microbiota ,microbial ecology ,Physiology ,QP1-981 - Abstract
Introduction: A thorough understanding of the microbial ecology within the swine value chain is essential to develop new strategies to optimize the microbiological quality of pork products. To our knowledge, no study to date has followed the microbiota through the value chain from live farm animals to the cuts of meat obtained for market. The objective of this study is to evaluate how the microbiota of pigs and their environment influence the microbial composition of samples collected throughout the value chain, including the meat plant and meat cuts.Method and results: Results from 16S rDNA sequencing, short-chain fatty acid concentrations and metabolomic analysis of pig feces revealed that the microbiota from two farms with differing sanitary statuses were distinctive. The total aerobic mesophilic bacteria and Enterobacteriaceae counts from samples collected at the meat plant after the pre-operation cleaning and disinfection steps were at or around the detection limit and the pigs from the selected farms were the first to be slaughtered on each shipment days. The bacterial counts of individual samples collected at the meat plant did not vary significantly between the farms. Alpha diversity results indicate that as we move through the steps in the value chain, there is a clear reduction in the diversity of the microbiota. A beta diversity analysis revealed a more distinct microbiota at the farms compared to the meat plant which change and became more uniform as samples were taken towards the end of the value chain. The source tracker analysis showed that only 12.92% of the microbiota in shoulder samples originated from the farms and 81% of the bacteria detected on the dressed carcasses were of unknown origin.Discussion: Overall, the results suggest that with the current level of microbial control at farms, it is possible to obtain pork products with similar microbiological quality from different farms. However, broader studies are required to determine the impact of the sanitary status of the herd on the final products.
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- 2023
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4. A truncated anti-CRISPR protein prevents spacer acquisition but not interference
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Cécile Philippe, Carlee Morency, Pier-Luc Plante, Edwige Zufferey, Rodrigo Achigar, Denise M. Tremblay, Geneviève M. Rousseau, Adeline Goulet, and Sylvain Moineau
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Science - Abstract
Phages can use ACR proteins that inhibit the adaptive immunity activities of bacterial CRISPR-Cas systems. Here, Philippe et al. show that these systems can block ACR-containing phages by targeting the acr gene, and this can select for phage mutants carrying a deletion within acr that does not block DNA cleavage (interference) but prevents the addition of new immunity (spacer acquisition).
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- 2022
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5. In through the Out Door: A Functional Virulence Factor Secretion System Is Necessary for Phage Infection in Ralstonia solanacearum
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André da Silva Xavier, Alessandra G. de Melo, Connor G. Hendrich, Denise M. Tremblay, Geneviève M. Rousseau, Pier-Luc Plante, Katrina T. Forest, Poliane Alfenas-Zerbini, Caitilyn Allen, and Sylvain Moineau
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fitness cost ,phage resistance ,Ralstonia solanacearum ,bacterial wilt ,virus-host interactions ,pseudopilin ,Microbiology ,QR1-502 - Abstract
ABSTRACT Bacteriophages put intense selective pressure on microbes, which must evolve diverse resistance mechanisms to survive continuous phage attacks. We used a library of spontaneous Bacteriophage Insensitive Mutants (BIMs) to learn how the plant pathogen Ralstonia solanacearum resists the virulent lytic podophage phiAP1. Phenotypic and genetic characterization of many BIMs suggested that the R. solanacearum Type II Secretion System (T2SS) plays a key role in phiAP1 infection. Using precision engineered mutations that permit T2SS assembly but either inactivate the T2SS GspE ATPase or sterically block the secretion portal, we demonstrated that phiAP1 needs a functional T2SS to infect R. solanacearum. This distinction between the static presence of T2SS components, which is necessary but not sufficient for phage sensitivity, and the energized and functional T2SS, which is sufficient, implies that binding interactions alone cannot explain the role of the T2SS in phiAP1 infection. Rather, our results imply that some aspect of the resetting of the T2SS, such as disassembly of the pseudopilus, is required. Because R. solanacearum secretes multiple virulence factors via the T2SS, acquiring resistance to phiAP1 also dramatically reduced R. solanacearum virulence on tomato plants. This acute fitness trade-off suggests this group of phages may be a sustainable control strategy for an important crop disease. IMPORTANCE Ralstonia solanacearum is a destructive plant pathogen that causes lethal bacterial wilt disease in hundreds of diverse plant hosts, including many economically important crops. Phages that kill R. solanacearum could offer effective and environmentally friendly wilt disease control, but only if the bacterium cannot easily evolve resistance. Encouragingly, most R. solanacearum mutants resistant to the virulent lytic phage phiAP1 no longer secreted multiple virulence factors and had much reduced fitness and virulence on tomato plants. Further analysis revealed that phage phiAP1 needs a functional type II secretion system to infect R. solanacearum, suggesting this podophage uses a novel infection mechanism.
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- 2022
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6. Short-term supplementation with ω-3 polyunsaturated fatty acids modulates primarily mucolytic species from the gut luminal mucin niche in a human fermentation system
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Charlène Roussel, Sara Anunciação Braga Guebara, Pier-Luc Plante, Yves Desjardins, Vincenzo Di Marzo, and Cristoforo Silvestri
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Ω-3 PUFAs ,fish oil ,EPA ,DHA ,gut microbiota ,prebiotics ,Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Consumption of omega-3 polyunsaturated fatty acids (ω-3 PUFAs) eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA) provides multifaceted health benefits. Recent studies suggest that ω-3 PUFAs modulate the gut microbiota by enhancing health-promoting bacteria, such as the mucin specialist Akkermansia muciniphila. However, these prebiotic properties have been poorly investigated and direct effects on the gut microbiome have never been explored dynamically across gut regions and niches (lumen vs. mucus-associated microbiota). Thus, we studied the effects of 1 week EPA- and DHA-enriched ω-3 fish-oil supplementation on the composition and functionality of the human microbiome in a Mucosal Simulator of the Human Intestinal Microbial Ecosystem (M-SHIME®). Gut microbial communities derived from one individual harvested in two different seasons were tested in duplicate. Luminal and outer mucus-associated microbiota of the ileum, ascending, transverse and descending colons were cultivated over 28 d from fecal inoculates and supplemented with ω-3 PUFAs for the last 7 d. We show that ω-3 PUFA supplementation modulates the microbiota in a gut region- and niche-dependent fashion. The outer mucus-associated microbiota displayed a higher resilience than the luminal mucin habitat to ω-3 PUFAs, with a remarkable blooming of Akkermansia muciniphila in opposition to a decrease of Firmicutes-mucolytic bacteria. The ω-3 PUFAs also induced a gradual and significant depletion of non-mucolytic Clostridia members in luminal habitats. Finally, increased concentrations of the short chain fatty acids (SCFA) propionate in colon regions at the end of the supplementation was associated positively with the bloom of Akkermansia muciniphila and members of the Desulfovibrionia class.
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- 2022
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7. A novel bioluminescent herpes simplex virus 1 for in vivo monitoring of herpes simplex encephalitis
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Olus Uyar, Pier-Luc Plante, Jocelyne Piret, Marie-Christine Venable, Julie Carbonneau, Jacques Corbeil, and Guy Boivin
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Medicine ,Science - Abstract
Abstract Herpes simplex virus 1 (HSV-1) is responsible for herpes simplex virus encephalitis (HSE), associated with a 70% mortality rate in the absence of treatment. Despite intravenous treatment with acyclovir, mortality remains significant, highlighting the need for new anti-herpetic agents. Herein, we describe a novel neurovirulent recombinant HSV-1 (rHSV-1), expressing the fluorescent tdTomato and Gaussia luciferase (Gluc) enzyme, generated by the Clustered regularly interspaced short palindromic repeats (CRISPR)—CRISPR-associated protein 9 (Cas9) (CRISPR-Cas9) system. The Gluc activity measured in the cell culture supernatant was correlated (P = 0.0001) with infectious particles, allowing in vitro monitoring of viral replication kinetics. A significant correlation was also found between brain viral titers and Gluc activity in plasma (R2 = 0.8510, P
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- 2021
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8. Author Correction: A truncated anti-CRISPR protein prevents spacer acquisition but not interference
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Cécile Philippe, Carlee Morency, Pier-Luc Plante, Edwige Zufferey, Rodrigo Achigar, Denise M. Tremblay, Geneviève M. Rousseau, Adeline Goulet, and Sylvain Moineau
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Science - Published
- 2022
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9. Culture-enriched human gut microbiomes reveal core and accessory resistance genes
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Frédéric Raymond, Maurice Boissinot, Amin Ahmed Ouameur, Maxime Déraspe, Pier-Luc Plante, Sewagnouin Rogia Kpanou, Ève Bérubé, Ann Huletsky, Paul H. Roy, Marc Ouellette, Michel G. Bergeron, and Jacques Corbeil
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Microbiome ,Antibiotic resistance ,Pangenome ,Metagenomics assembly comparative genomics ,Microbial ecology ,QR100-130 - Abstract
Abstract Background Low-abundance microorganisms of the gut microbiome are often referred to as a reservoir for antibiotic resistance genes. Unfortunately, these less-abundant bacteria can be overlooked by deep shotgun sequencing. In addition, it is a challenge to associate the presence of resistance genes with their risk of acquisition by pathogens. In this study, we used liquid culture enrichment of stools to assemble the genome of lower-abundance bacteria from fecal samples. We then investigated the gene content recovered from these culture-enriched and culture-independent metagenomes in relation with their taxonomic origin, specifically antibiotic resistance genes. We finally used a pangenome approach to associate resistance genes with the core or accessory genome of Enterobacteriaceae and inferred their propensity to horizontal gene transfer. Results Using culture-enrichment approaches with stools allowed assembly of 187 bacterial species with an assembly size greater than 1 million nucleotides. Of these, 67 were found only in culture-enriched conditions, and 22 only in culture-independent microbiomes. These assembled metagenomes allowed the evaluation of the gene content of specific subcommunities of the gut microbiome. We observed that differentially distributed metabolic enzymes were associated with specific culture conditions and, for the most part, with specific taxa. Gene content differences between microbiomes, for example, antibiotic resistance, were for the most part not associated with metabolic enzymes, but with other functions. We used a pangenome approach to determine if the resistance genes found in Enterobacteriaceae, specifically E. cloacae or E. coli, were part of the core genome or of the accessory genome of this species. In our healthy volunteer cohort, we found that E. cloacae contigs harbored resistance genes that were part of the core genome of the species, while E. coli had a large accessory resistome proximal to mobile elements. Conclusion Liquid culture of stools contributed to an improved functional and comparative genomics study of less-abundant gut bacteria, specifically those associated with antibiotic resistance. Defining whether a gene is part of the core genome of a species helped in interpreting the genomes recovered from culture-independent or culture-enriched microbiomes.
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- 2019
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10. Phenotypic and Genetic Characterization of the Cheese Ripening Yeast Geotrichum candidum
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Vincent Perkins, Stéphanie Vignola, Marie-Hélène Lessard, Pier-Luc Plante, Jacques Corbeil, Eric Dugat-Bony, Michel Frenette, and Steve Labrie
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yeast ,cheese ,Geotrichum candidum ,Galactomyces candidus ,multilocus sequence typing ,assimilation of carbon compounds ,Microbiology ,QR1-502 - Abstract
The yeast Geotrichum candidum (teleomorph Galactomyces candidus) is inoculated onto mold- and smear-ripened cheeses and plays several roles during cheese ripening. Its ability to metabolize proteins, lipids, and organic acids enables its growth on the cheese surface and promotes the development of organoleptic properties. Recent multilocus sequence typing (MLST) and phylogenetic analyses of G. candidum isolates revealed substantial genetic diversity, which may explain its strain-dependant technological capabilities. Here, we aimed to shed light on the phenotypic and genetic diversity among eight G. candidum and three Galactomyces spp. strains of environmental and dairy origin. Phenotypic tests such as carbon assimilation profiles, the ability to grow at 35°C and morphological traits on agar plates allowed us to discriminate G. candidum from Galactomyces spp. The genomes of these isolates were sequenced and assembled; whole genome comparison clustered the G. candidum strains into three subgroups and provided a reliable reference for MLST scheme optimization. Using the whole genome sequence as a reference, we optimized an MLST scheme using six loci that were proposed in two previous MLST schemes. This new MLST scheme allowed us to identify 15 sequence types (STs) out of 41 strains and revealed three major complexes named GeoA, GeoB, and GeoC. The population structure of these 41 strains was evaluated with STRUCTURE and a NeighborNet analysis of the combined six loci, which revealed recombination events between and within the complexes. These results hint that the allele variation conferring the different STs arose from recombination events. Recombination occurred for the six housekeeping genes studied, but most likely occurred throughout the genome. These recombination events may have induced an adaptive divergence between the wild strains and the cheesemaking strains, as observed for other cheese ripening fungi. Further comparative genomic studies are needed to confirm this phenomenon in G. candidum. In conclusion, the draft assembly of 11 G. candidum/Galactomyces spp. genomes allowed us to optimize a genotyping MLST scheme and, combined with the assessment of their ability to grow under different conditions, provides a reliable tool to cluster and eventually improves the selection of G. candidum strains.
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- 2020
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11. Biosynthesis of the Novel Endogenous 15-Lipoxygenase Metabolites N-13-Hydroxy-octodecadienoyl-ethanolamine and 13-Hydroxy-octodecadienoyl-glycerol by Human Neutrophils and Eosinophils
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Anne-Sophie Archambault, Francesco Tinto, Élizabeth Dumais, Volatiana Rakotoarivelo, Magdalena Kostrzewa, Pier-Luc Plante, Cyril Martin, Mélissa Simard, Cristoforo Silvestri, Roxane Pouliot, Michel Laviolette, Louis-Philippe Boulet, Rosa Maria Vitale, Alessia Ligresti, Vincenzo Di Marzo, and Nicolas Flamand
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endocannabinoid ,linoleic acid ,linoleoyl-glycerol ,13-HODE ,2-arachidonoyl-glycerol ,anandamide ,Cytology ,QH573-671 - Abstract
The endocannabinoids 2-arachidonoyl-glycerol and N-arachidonoyl-ethanolamine are lipids regulating many physiological processes, notably inflammation. Endocannabinoid hydrolysis inhibitors are now being investigated as potential anti-inflammatory agents. In addition to 2-arachidonoyl-glycerol and N-arachidonoyl-ethanolamine, the endocannabinoidome also includes other monoacylglycerols and N-acyl-ethanolamines such as 1-linoleoyl-glycerol (1-LG) and N-linoleoyl-ethanolamine (LEA). By increasing monoacylglycerols and/or N-acyl-ethanolamine levels, endocannabinoid hydrolysis inhibitors will likely increase the levels of their metabolites. Herein, we investigated whether 1-LG and LEA were substrates for the 15-lipoxygenase pathway, given that both possess a 1Z,4Z-pentadiene motif, near their omega end. We thus assessed how human eosinophils and neutrophils biosynthesized the 15-lipoxygenase metabolites of 1-LG and LEA. Linoleic acid (LA), a well-documented substrate of 15-lipoxygenases, was used as positive control. N-13-hydroxy-octodecadienoyl-ethanolamine (13-HODE-EA) and 13-hydroxy-octodecadienoyl-glycerol (13-HODE-G), the 15-lipoxygenase metabolites of LEA and 1-LG, were synthesized using Novozym 435 and soybean lipoxygenase. Eosinophils, which express the 15-lipoxygenase-1, metabolized LA, 1-LG, and LEA into their 13-hydroxy derivatives. This was almost complete after five minutes. Substrate preference of eosinophils was LA > LEA > 1-LG in presence of 13-HODE-G hydrolysis inhibition with methyl-arachidonoyl-fluorophosphonate. Human neutrophils also metabolized LA, 1-LG, and LEA into their 13-hydroxy derivatives. This was maximal after 15–30 s. Substrate preference was LA ≫ 1-LG > LEA. Importantly, 13-HODE-G was found in humans and mouse tissue samples. In conclusion, our data show that human eosinophils and neutrophils metabolize 1-LG and LEA into the novel endogenous 15-lipoxygenase metabolites 13-HODE-G and 13-HODE-EA. The full biological importance of 13-HODE-G and 13-HODE-EA remains to be explored.
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- 2021
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12. A Lactococcal Phage Protein Promotes Viral Propagation and Alters the Host Proteomic Response During Infection
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Marie-Laurence Lemay, Sandra Maaß, Andreas Otto, Jérémie Hamel, Pier-Luc Plante, Geneviève M. Rousseau, Denise M. Tremblay, Rong Shi, Jacques Corbeil, Stéphane M. Gagné, Dörte Becher, and Sylvain Moineau
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phages ,Skunavirus ,Lactococcus lactis ,non-structural phage proteins ,phage-host interactions ,bacterial proteomes ,Microbiology ,QR1-502 - Abstract
The lactococcal virulent phage p2 is a model for studying the Skunavirus genus, the most prevalent group of phages causing milk fermentation failures in cheese factories worldwide. This siphophage infects Lactococcus lactis MG1363, a model strain used to study Gram-positive lactic acid bacteria. The structural proteins of phage p2 have been thoroughly described, while most of its non-structural proteins remain uncharacterized. Here, we developed an integrative approach, making use of structural biology, genomics, physiology, and proteomics to provide insights into the function of ORF47, the most conserved non-structural protein of unknown function among the Skunavirus genus. This small phage protein, which is composed of three α-helices, was found to have a major impact on the bacterial proteome during phage infection and to significantly reduce the emergence of bacteriophage-insensitive mutants.
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- 2020
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13. Genomic characterization of a large outbreak of Legionella pneumophila serogroup 1 strains in Quebec City, 2012.
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Simon Lévesque, Pier-Luc Plante, Nilmini Mendis, Philippe Cantin, Geneviève Marchand, Hugues Charest, Frédéric Raymond, Caroline Huot, Isabelle Goupil-Sormany, François Desbiens, Sébastien P Faucher, Jacques Corbeil, and Cécile Tremblay
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Medicine ,Science - Abstract
During the summer of 2012, a major Legionella pneumophila serogroup 1 outbreak occurred in Quebec City, Canada, which caused 182 declared cases of Legionnaire's disease and included 13 fatalities. Legionella pneumophila serogroup 1 isolates from 23 patients as well as from 32 cooling towers located in the vicinity of the outbreak were recovered for analysis. In addition, 6 isolates from the 1996 Quebec City outbreak and 4 isolates from patients unrelated to both outbreaks were added to allow comparison. We characterized the isolates using pulsed-field gel electrophoresis, sequence-based typing, and whole genome sequencing. The comparison of patients-isolated strains to cooling tower isolates allowed the identification of the tower that was the source of the outbreak. Legionella pneumophila strain Quebec 2012 was identified as a ST-62 by sequence-based typing methodology. Two new Legionellaceae plasmids were found only in the epidemic strain. The LVH type IV secretion system was found in the 2012 outbreak isolates but not in the ones from the 1996 outbreak and only in half of the contemporary human isolates. The epidemic strains replicated more efficiently and were more cytotoxic to human macrophages than the environmental strains tested. At least four Icm/Dot effectors in the epidemic strains were absent in the environmental strains suggesting that some effectors could impact the intracellular replication in human macrophages. Sequence-based typing and pulsed-field gel electrophoresis combined with whole genome sequencing allowed the identification and the analysis of the causative strain including its likely environmental source.
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- 2014
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14. Improving the safety of Staphylococcus aureus polyvalent phages by their production on a Staphylococcus xylosus strain.
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Lynn El Haddad, Nour Ben Abdallah, Pier-Luc Plante, Jeannot Dumaresq, Ramaz Katsarava, Steve Labrie, Jacques Corbeil, Daniel St-Gelais, and Sylvain Moineau
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Medicine ,Science - Abstract
Team1 (vB_SauM_Team1) is a polyvalent staphylococcal phage belonging to the Myoviridae family. Phage Team1 was propagated on a Staphylococcus aureus strain and a non-pathogenic Staphylococcus xylosus strain used in industrial meat fermentation. The two Team1 preparations were compared with respect to their microbiological and genomic properties. The burst sizes, latent periods, and host ranges of the two derivatives were identical as were their genome sequences. Phage Team1 has 140,903 bp of double stranded DNA encoding for 217 open reading frames and 4 tRNAs. Comparative genomic analysis revealed similarities to staphylococcal phages ISP (97%) and G1 (97%). The host range of Team1 was compared to the well-known polyvalent staphylococcal phages phi812 and K using a panel of 57 S. aureus strains collected from various sources. These bacterial strains were found to represent 18 sequence types (MLST) and 14 clonal complexes (eBURST). Altogether, the three phages propagated on S. xylosus lysed 52 out of 57 distinct strains of S. aureus. The identification of phage-insensitive strains underlines the importance of designing phage cocktails with broadly varying and overlapping host ranges. Taken altogether, our study suggests that some staphylococcal phages can be propagated on food-grade bacteria for biocontrol and safety purposes.
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- 2014
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15. A novel bioluminescent herpes simplex virus 1 for in vivo monitoring of herpes simplex encephalitis
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Jacques Corbeil, Olus Uyar, Guy Boivin, Julie Carbonneau, Pier-Luc Plante, Marie-Christine Venable, and Jocelyne Piret
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Luminescence ,Genes, Viral ,Viral pathogenesis ,viruses ,Science ,Herpesvirus 1, Human ,Biology ,Virus Replication ,medicine.disease_cause ,Antiviral Agents ,Article ,Mice ,03 medical and health sciences ,Gaussia ,Genes, Reporter ,In vivo ,Chlorocebus aethiops ,medicine ,Herpes virus ,Animals ,Luciferase ,Vero Cells ,030304 developmental biology ,Mice, Inbred BALB C ,0303 health sciences ,Multidisciplinary ,Base Sequence ,030306 microbiology ,Brain ,Viral Load ,medicine.disease ,biology.organism_classification ,Virology ,3. Good health ,Titer ,Herpes simplex virus ,Viral replication ,Viral infection ,Blood-Brain Barrier ,Valacyclovir ,Medicine ,Encephalitis, Herpes Simplex ,Multiplex Polymerase Chain Reaction ,Encephalitis - Abstract
Herpes simplex virus 1 (HSV-1) is responsible for herpes simplex virus encephalitis (HSE), associated with a 70% mortality rate in the absence of treatment. Despite intravenous treatment with acyclovir, mortality remains significant, highlighting the need for new anti-herpetic agents. Herein, we describe a novel neurovirulent recombinant HSV-1 (rHSV-1), expressing the fluorescent tdTomato and Gaussia luciferase (Gluc) enzyme, generated by the Clustered regularly interspaced short palindromic repeats (CRISPR)—CRISPR-associated protein 9 (Cas9) (CRISPR-Cas9) system. The Gluc activity measured in the cell culture supernatant was correlated (P = 0.0001) with infectious particles, allowing in vitro monitoring of viral replication kinetics. A significant correlation was also found between brain viral titers and Gluc activity in plasma (R2 = 0.8510, P
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- 2021
16. Genome Sequence of SN1, a Bacteriophage That Infects Sphaerotilus natans and Pseudomonas aeruginosa
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K. M. Damitha Gunathilake, Denise M. Tremblay, Pier-Luc Plante, Ellen C. Jensen, Kenneth W. Nickerson, and Sylvain Moineau
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Immunology and Microbiology (miscellaneous) ,Genetics ,Molecular Biology - Abstract
Phage SN1 infects Sphaerotilus natans and Pseudomonas aeruginosa strains. Its genome consists of 61,858 bp (64.3% GC) and 89 genes, including 32 with predicted functions. SN1 genome is very similar to Pseudomonas phage M6, which contains hypermodified thymidines. Genome analyses revealed similar base-modifying genes as those found in M6.
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- 2022
17. Mass spectra alignment using virtual lock-masses
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Pier-Luc Plante, François Laviolette, Jacques Corbeil, Mario Marchand, Dave Richard, Francine Durocher, Dominic Gagnon, Francis Brochu, Caroline Diorio, and Alexandre Drouin
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0301 basic medicine ,Record locking ,Computer science ,Sample (material) ,Pipeline (computing) ,lcsh:Medicine ,Mass spectrometry ,01 natural sciences ,Article ,03 medical and health sciences ,0302 clinical medicine ,Metabolomics ,Machine learning ,lcsh:Science ,030304 developmental biology ,0303 health sciences ,Multidisciplinary ,010401 analytical chemistry ,lcsh:R ,DART ion source ,0104 chemical sciences ,Data processing ,030104 developmental biology ,ComputingMethodologies_PATTERNRECOGNITION ,Mass spectrum ,lcsh:Q ,Algorithm ,030217 neurology & neurosurgery - Abstract
Mass spectrometry is a valued method to evaluate the metabolomics content of a biological sample. The recent advent of rapid ionization technologies such as Laser Diode Thermal Desorption (LDTD) and Direct Analysis in Real Time (DART) has rendered high-throughput mass spectrometry possible. It is used for large-scale comparative analysis of populations of samples. In practice, many factors resulting from the environment, the protocol, and even the instrument itself, can lead to minor discrepancies between spectra, rendering automated comparative analysis difficult. In this work, a sequence/pipeline of algorithms to correct variations between spectra is proposed. The algorithms correct multiple spectra by identifying peaks that are common to all and, from those, computes a spectrum-specific correction. We show that these algorithms increase comparability within large datasets of spectra, facilitating comparative analysis, such as machine learning.
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- 2019
18. Complete Genome Sequences of 10 Lactococcal Skunavirus Phages Isolated from Cheddar Cheese Whey Samples in Canada
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Geneviève Lacasse, Françoise Bourque-Leblanc, Pier-Luc Plante, Geneviève M. Rousseau, Sylvain Moineau, Simon J. Labrie, Marie-Ève Dupuis, Roxanne Lessard-Hurtubise, Laurie Doré, Denise M. Tremblay, Gabrielle Pageau, and Alice P. Jolicoeur
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Genetics ,0303 health sciences ,biology ,Genome Sequences ,030302 biochemistry & molecular biology ,Lactococcus lactis ,Virulence ,biology.organism_classification ,Genome ,Siphoviridae ,03 medical and health sciences ,Open reading frame ,Immunology and Microbiology (miscellaneous) ,ORFS ,Molecular Biology ,030304 developmental biology - Abstract
We report the complete genome sequences of 10 virulent phages of the Skunavirus genus (Siphoviridae) that infect Lactococcus lactis strains used for cheddar cheese production in Canada. Their linear genomes range from 28,969 bp to 31,042 bp with GC contents of 34.1 to 35.1% and 55 to 60 predicted open reading frames (ORFs).
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- 2021
19. Streamlining CRISPR spacer-based bacterial host predictions to decipher the viral dark matter
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Shiraz A. Shah, Sylvain Moineau, Jacques Corbeil, Moïra B. Dion, Pier-Luc Plante, and Edwige Zufferey
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Viral metagenomics ,AcademicSubjects/SCI00010 ,viruses ,Genomics ,Computational biology ,Biology ,Genome ,CRISPR Spacers ,03 medical and health sciences ,Genetics ,CRISPR ,Human virome ,Bacteriophages ,Clustered Regularly Interspaced Short Palindromic Repeats ,030304 developmental biology ,Narese/7 ,0303 health sciences ,Internet ,030306 microbiology ,Host (biology) ,Computational Biology ,Gastrointestinal Tract ,Narese/24 ,DECIPHER ,Metagenomics ,Databases, Nucleic Acid ,Genome, Bacterial ,Software - Abstract
Thousands of new phages have recently been discovered thanks to viral metagenomics. These phages are extremely diverse and their genome sequences often do not resemble any known phages. To appreciate their ecological impact, it is important to determine their bacterial hosts. CRISPR spacers can be used to predict hosts of unknown phages, as spacers represent biological records of past phage–bacteria interactions. However, no guidelines have been established to standardize host prediction based on CRISPR spacers. Additionally, there are no tools that use spacers to perform host predictions on large viral datasets. Here, we developed a set of tools that includes all the necessary steps for predicting the hosts of uncharacterized phages. We created a database of >11 million spacers and a program to execute host predictions on large viral datasets. Our host prediction approach uses biological criteria inspired by how CRISPR–Cas naturally work as adaptive immune systems, which make the results easy to interpret. We evaluated the performance using 9484 phages with known hosts and obtained a recall of 49% and a precision of 69%. We also found that this host prediction method yielded higher performance for phages that infect gut-associated bacteria, suggesting it is well suited for gut-virome characterization.
- Published
- 2021
20. Synthesis and molecular targets of N-13-hydroxy-octadienoyl-ethanolamine, a novel endogenous bioactive 15-lipoxygenase-derived metabolite of N-linoleoyl-ethanolamine found in the skin and saliva
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Volatiana Rakotoarivelo, Nicolas Flamand, Cyril Martin, Roxane Pouliot, Vincenzo Di Marzo, Yves Desjardins, Mélissa Simard, Pier-Luc Plante, Alessia Ligresti, Francesco Tinto, Luciano De Petrocellis, Anne-Sophie Archambault, Élizabeth Dumais, and Magdalena Kostrzewa
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0301 basic medicine ,Metabolite ,Linoleic acid ,Chemistry Techniques, Synthetic ,03 medical and health sciences ,Lipoxygenase ,chemistry.chemical_compound ,Ethanolamine ,Biosynthesis ,N-acyl-ethanolamines ,Arachidonate 15-Lipoxygenase ,Humans ,Molecular Targeted Therapy ,endocannabinoids ,Saliva ,Molecular Biology ,Skin ,030102 biochemistry & molecular biology ,biology ,Chemistry ,Cell Biology ,3. Good health ,Monoacylglycerol lipase ,030104 developmental biology ,Biochemistry ,Linoleic Acids ,biology.protein ,Arachidonic acid ,Long chain fatty acid ,NAEs - Abstract
N-Arachidonoyl-ethanolamine (AEA) is an endocannabinoid (eCB) and endogenous lipid mimicking many of the effects of Δ9-tetrahydrocannabinol, notably on brain functions, appetite, pain and inflammation. The eCBs and eCB-like compounds contain fatty acids, the main classes being the monoacylglycerols and the N-acyl-ethanolamines (NAEs). Thus, each long chain fatty acid likely exists under the form of a monoacylglycerol and NAE, as it is the case for arachidonic acid (AA) and linoleic acid (LA). Following their biosynthesis, AA and AEA can be further metabolized into additional eicosanoids, notably by the 15-lipoxygenase pathway. Thus, we postulated that NAEs possessing a 1Z,4Z-pentadiene motif, near their omega end, would be transformed into their 15-lipoxygenase metabolites. As a proof of concept, we investigated N-linoleoyl-ethanolamine (LAE). We successfully synthesized LEA and LEA-d4 as well as their 15-lipoxygenase-derived derivatives, namely 13-hydroxy-9Z,11E-octadecadienoyl-N-ethanolamine (13-HODE-EA) and 13-HODE-EA-d4, using Novozyme 435 immobilized on acrylic resin and soybean lipoxygenase respectively. We also show that both human 15-lipoxygenase-1 and -2 can biosynthesize 13-HODE-EA. Co-incubation of LEA and LA with either human 15-lipoxygenase led to the biosynthesis of 13-HODE-EA and 13-HODE in a ratio equal to or greater than 3:1, indicating that LEA is preferred to LA by these enzymes. Finally, we show that 13-HODE-EA is found in human saliva and skin and is a weak although selective TRPV1 agonist. The full biological importance of 13-HODE-EA remains to be explored.
- Published
- 2020
21. A Lactococcal Phage Protein Promotes Viral Propagation and Alters the Host Proteomic Response During Infection
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Andreas Otto, Jacques Corbeil, Geneviève M. Rousseau, Stéphane M. Gagné, Marie-Laurence Lemay, Pier-Luc Plante, Dörte Becher, Rong Shi, Sylvain Moineau, Sandra Maaß, Denise M. Tremblay, and Jérémie Hamel
- Subjects
Proteomics ,0301 basic medicine ,Proteome ,030106 microbiology ,Mutant ,lcsh:QR1-502 ,Virulence ,phages ,Genomics ,Viral Nonstructural Proteins ,non-structural phage proteins ,bacterial proteomes ,Skunavirus ,Article ,lcsh:Microbiology ,Microbiology ,Open Reading Frames ,03 medical and health sciences ,Virology ,phage-host interactions ,Bacteriophages ,Lactococcus lactis ,Host Microbial Interactions ,biology ,food and beverages ,phage-resistant mutants ,biology.organism_classification ,030104 developmental biology ,Infectious Diseases ,Structural biology ,Mutation ,Bacteria - Abstract
The lactococcal virulent phage p2 is a model for studying the Skunavirus genus, the most prevalent group of phages causing milk fermentation failures in cheese factories worldwide. This siphophage infects Lactococcus lactis MG1363, a model strain used to study Gram-positive lactic acid bacteria. The structural proteins of phage p2 have been thoroughly described, while most of its non-structural proteins remain uncharacterized. Here, we developed an integrative approach, making use of structural biology, genomics, physiology, and proteomics to provide insights into the function of ORF47, the most conserved non-structural protein of unknown function among the Skunavirus genus. This small phage protein, which is composed of three &alpha, helices, was found to have a major impact on the bacterial proteome during phage infection and to significantly reduce the emergence of bacteriophage-insensitive mutants.
- Published
- 2020
22. Prédiction de l’observance à court terme d’une diète méditerranéenne grâce à une approche métabolomique non ciblée et des études d’alimentation contrôlées
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Didier Brassard, Pier-Luc Plante, F. Brière, Benoît Lamarche, Nancy Boucher, Simone Lemieux, and Jacques Corbeil
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0303 health sciences ,03 medical and health sciences ,Nutrition and Dietetics ,030309 nutrition & dietetics ,Endocrinology, Diabetes and Metabolism ,Internal Medicine - Abstract
Introduction et but de l’etude Les donnees sur les habitudes alimentaires d’une population tirees d’etudes epidemiologiques sont la principale source d’informations dans l’etablissement des lignes directrices nutritionnelles. Or, les methodes d’evaluation alimentaire actuelles sont autodeclarees et sontcritiquees severement en raison d’erreurs systematiques [1] . Il est donc urgent de developper de nouvelles approches evaluatives de l’alimentation afin d’en arriver a des recommandations nutritionnelles ayant plus d’impact sur la sante cardiometabolique des populations. L’etude du metabolome alimentaire, soit les substrats et intermediaires issus des reactions biochimiques liees aux aliments, s’avere une approche prometteuse [2] . Notre objectif est d’identifier la signature metabolomique d’une diete mediterraneenne (Med) a partir d’echantillons sanguins obtenus dans le cadre d’etudes controlees. Notre hypothese est qu’il existe une signature metabolomique unique de la diete Med. Materiel et methodes Un total de 96 hommes et femmes avec au moins une composante du syndrome metabolique ont participe a deux etudes d’alimentation controlees. Dans la premiere [3] , 70 participants ont recu des conseils afin d’adopter une diete fidele aux recommandations nutritionnelles pendant 4 semaines (diete sante). Puis, ils furent nourris d’une diete Med pendant 4 semaines. Dans la seconde etude [4] , 26 hommes furent nourris d’une diete nord-americaine, puis d’une diete Med pendant 5 semaines chacune. Les apports alimentaires sont objectivement mesures. Les metabolites, proteines et lipides ont ete extraits des echantillons sanguins par une methode MPLEx. La fraction metabolite fut analysee par chromatographie en phase liquide/spectrometrie de masse. Resultats et analyse statistique Le traitement des donnees massives fut realise grâce a un algorithme d’apprentissage automatique. L’apprentissage automatique a identifie des metabolites dont la nature est coherente avec les aliments fournis de la diete Med. Une analyse de type arbre decisionnel a produit des predictions basees sur les metabolites supposes identifies. Lors des tests utilisant les donnees de la premiere etude (30 replications multiples), l’exactitude moyenne (±ecart-type) concernant la prediction de la diete des participants–soit la diete sante en comparaison a la diete Med–fut de 92,9 ± 4,2 %. Dans le cas de la deuxieme etude, les metabolites supposes ont predit la diete des participants–soit une diete Med ou nord-americaine–avec une exactitude moyenne de 99,1 ± 2,7 %. Conclusion Des metabolites supposes coherents avec les aliments fournis de la diete Med predisent avec une exactitude elevee l’observance a court terme de cette diete dans le contexte de projets controles. Prochainement, examiner la plausibilite biologique des metabolites identifies et evaluer la fraction lipidique permettra de mieux caracteriser un metabolome propre a l’alimentation Med.
- Published
- 2020
23. Predicting Ion Mobility Collision Cross-Sections Using a Deep Neural Network: DeepCCS
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Mario Marchand, Jody C. May, Pier-Luc Plante, Élina Francovic-Fontaine, Jacques Corbeil, John A. McLean, François Laviolette, and Erin S. Baker
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Magnetic Resonance Spectroscopy ,Artificial neural network ,Ion-mobility spectrometry ,Extramural ,Chemistry ,business.industry ,Deep learning ,Collision ,computer.software_genre ,Article ,Mass Spectrometry ,Analytical Chemistry ,Ion ,Prediction algorithms ,Deep Learning ,Approximation error ,Ion Mobility Spectrometry ,Metabolomics ,Data mining ,Artificial intelligence ,Neural Networks, Computer ,business ,computer ,Algorithms - Abstract
Untargeted metabolomic measurements using mass spectrometry are a powerful tool for uncovering new small molecules with environmental and biological importance. The small molecule identification step, however, still remains an enormous challenge due to fragmentation difficulties or unspecific fragment ion information. Current methods to address this challenge are often dependent on databases or require the use of nuclear magnetic resonance (NMR), which have their own difficulties. The use of the gas-phase collision cross section (CCS) values obtained from ion mobility spectrometry (IMS) measurements were recently demonstrated to reduce the number of false positive metabolite identifications. While promising, the amount of empirical CCS information currently available is limited, thus predictive CCS methods need to be developed. In this article, we expand upon current experimental IMS capabilities by predicting the CCS values using a deep learning algorithm. We successfully developed and trained a prediction model for CCS values requiring only information about a compound's SMILES notation and ion type. The use of data from five different laboratories using different instruments allowed the algorithm to be trained and tested on more than 2400 molecules. The resulting CCS predictions were found to achieve a coefficient of determination of 0.97 and median relative error of 2.7% for a wide range of molecules. Furthermore, the method requires only a small amount of processing power to predict CCS values. Considering the performance, time, and resources necessary, as well as its applicability to a variety of molecules, this model was able to outperform all currently available CCS prediction algorithms.
- Published
- 2019
24. Additional file 5: of Culture-enriched human gut microbiomes reveal core and accessory resistance genes
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Raymond, Frédéric, Boissinot, Maurice, Ouameur, Amin, Déraspe, Maxime, Pier-Luc Plante, Sewagnouin Kpanou, Bérubé, Ève, Huletsky, Ann, Roy, Paul, Ouellette, Marc, Bergeron, Michel, and Corbeil, Jacques
- Abstract
Figure S2. Relationship between the depth of sequencing and sum of the assembled contigs associated with a species for 225 species. Each panel represents a different species. The y axis represents the nucleotides assembled into contigs associated with a species. The x axis is the estimated number of nucleotide sequences for the species (proportion of the species in the microbiome multiplied by the number of nucleotides sequenced for this sample). The horizontal lines indicate 1 million nucleotides. As represented in the legend, the color of the points relate to the CIM or CEM conditions from which each point originates. (PDF 3014 kb)
- Published
- 2019
- Full Text
- View/download PDF
25. Additional file 7: of Culture-enriched human gut microbiomes reveal core and accessory resistance genes
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Raymond, Frédéric, Boissinot, Maurice, Ouameur, Amin, Déraspe, Maxime, Pier-Luc Plante, Sewagnouin Kpanou, Bérubé, Ève, Huletsky, Ann, Roy, Paul, Ouellette, Marc, Bergeron, Michel, and Corbeil, Jacques
- Subjects
mental disorders ,psychological phenomena and processes - Abstract
Figure S4. Proportion of samples and enzymes positive per cluster per condition. For each combination of enzyme clusters and experimental conditions, the proportion of positive enzymes compared to the total size of the combination was calculated. A value of 1 indicates that all samples were positive for all enzymes. A value of 0 indicates that no sample in a given condition was positive for any enzyme from the cluster. (PDF 305 kb)
- Published
- 2019
- Full Text
- View/download PDF
26. Additional file 14: of Culture-enriched human gut microbiomes reveal core and accessory resistance genes
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Raymond, Frédéric, Boissinot, Maurice, Ouameur, Amin, Déraspe, Maxime, Pier-Luc Plante, Sewagnouin Kpanou, Bérubé, Ève, Huletsky, Ann, Roy, Paul, Ouellette, Marc, Bergeron, Michel, and Corbeil, Jacques
- Subjects
body regions ,animal structures ,nervous system ,embryonic structures ,fungi - Abstract
Figure S7. Distance in nucleotides between the core and accessory resistance genes from mobile elements in E. coli and E. cloacae. (PDF 175 kb)
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- 2019
- Full Text
- View/download PDF
27. Additional file 2: of Culture-enriched human gut microbiomes reveal core and accessory resistance genes
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Raymond, Frédéric, Boissinot, Maurice, Ouameur, Amin, Déraspe, Maxime, Pier-Luc Plante, Sewagnouin Kpanou, Bérubé, Ève, Huletsky, Ann, Roy, Paul, Ouellette, Marc, Bergeron, Michel, and Corbeil, Jacques
- Abstract
Figure S1. Diversity and abundance distribution of bacterial families in culture-independent or culture-enriched microbiomes. A) Beanplots of the Shannon diversity of CIM or CEM samples profiled at the rank of species. B) Abundance distribution of bacterial families in CIM or CEM. For each curve, the families are ordered from the most abundant to the least abundant (for the 25 first taxa). Data shown are the average proportion of each taxon for each condition. (PDF 432 kb)
- Published
- 2019
- Full Text
- View/download PDF
28. Complete Genome Sequence of Escherichia coli Siphophage BRET
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Geoffrey Hutinet, Yuyu Shao, Denise M. Tremblay, Audrey Addablah, Pier-Luc Plante, David N’golo Coulibaly, Geneviève M. Rousseau, Aristide Koudou, Solange Ngazoa-Kakou, Jacques Corbeil, Mireille Dosso, Nicolas Lemire, Sylvain Moineau, Benjamin K. Soro, and Serge Aoussi
- Subjects
Genetics ,chemistry.chemical_classification ,Whole genome sequencing ,0303 health sciences ,030302 biochemistry & molecular biology ,Genome Sequences ,Biology ,medicine.disease_cause ,Genome ,03 medical and health sciences ,chemistry.chemical_compound ,Immunology and Microbiology (miscellaneous) ,chemistry ,Biosynthesis ,Lytic cycle ,medicine ,Nucleotide ,Molecular Biology ,Escherichia coli ,Gene ,GC-content ,030304 developmental biology - Abstract
The lytic Escherichia coli siphophage BRET was isolated from a chicken obtained at a local market in Abidjan, Côte d’Ivoire. Its linear genome sequence consists of 59,550 bp (43.4% GC content) and contains 88 predicted genes, including 4 involved in archaeosine biosynthesis., The lytic Escherichia coli siphophage BRET was isolated from a chicken obtained at a local market in Abidjan, Côte d’Ivoire. Its linear genome sequence consists of 59,550 bp (43.4% GC content) and contains 88 predicted genes, including 4 involved in archaeosine biosynthesis. Phage BRET is related (95% nucleotide identity) to Enterobacteria phage JenK1.
- Published
- 2018
29. Targeted Proteomics of Human Metapneumovirus in Clinical Samples and Viral Cultures
- Author
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Matthew W. Foster, M. Arthur Moseley, Lynda Robitaille, Geoff C. Gerhardt, Guy Boivin, Jacques Corbeil, and Pier-Luc Plante
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Proteomics ,Proteome ,viruses ,Virus ,Analytical Chemistry ,law.invention ,Viral Proteins ,03 medical and health sciences ,Human metapneumovirus ,Tandem Mass Spectrometry ,law ,Humans ,Metapneumovirus ,Cells, Cultured ,Polymerase chain reaction ,030304 developmental biology ,0303 health sciences ,Paramyxoviridae Infections ,biology ,Respiratory tract infections ,030306 microbiology ,Chemistry ,biology.organism_classification ,Virology ,Molecular biology ,3. Good health ,RNA, Viral ,Respiratory virus ,Chromatography, Liquid - Abstract
The rapid, sensitive, and specific identification of infectious pathogens from clinical isolates is a critical need in the hospital setting. Mass spectrometry (MS) has been widely adopted for identification of bacterial pathogens, although polymerase chain reaction remains the mainstay for the identification of viral pathogens. Here, we explored the capability of MS for the detection of human metapneumovirus (HMPV), a common cause of respiratory tract infections in children. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) sequencing of a single HMPV reference strain (CAN97-83) was used to develop a multiple reaction monitoring (MRM) assay that employed stable isotope-labeled peptide internal standards for quantitation of HMPV. Using this assay, we confirmed the presence of HMPV in viral cultures from 10 infected patients and further assigned genetic lineage based on the presence/absence of variant peptides belonging to the viral matrix and nucleoproteins. Similar results were achieved for primary clinical samples (nasopharyngeal aspirates) from the same individuals. As validation, virus lineages, and variant coding sequences, were confirmed by next-generation sequencing of viral RNA obtained from the culture samples. Finally, separate dilution series of HMPV A and B lineages were used to further refine and assess the robustness of the assay and to determine limits of detection in nasopharyngeal aspirates. Our results demonstrate the applicability of MRM for identification of HMPV, and assignment of genetic lineage, from both viral cultures and clinical samples. More generally, this approach should prove tractable as an alternative to nucleic-acid based sequencing for the multiplexed identification of respiratory virus infections.
- Published
- 2015
30. The initial state of the human gut microbiome determines its reshaping by antibiotics
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Jacques Corbeil, Johanne Frenette, Maurice Boissinot, Ann Huletsky, Dominique K. Boudreau, Pier-Luc Plante, Richard Giroux, Marc Ouellette, Paul H. Roy, Jean-Luc Simard, Naeem Iqbal, Michel G. Bergeron, Amin Ahmed Ouameur, Sylvie Trottier, Hélène Gingras, Ève Bérubé, Frédéric Raymond, Marc-Christian Domingo, Philippe Leprohon, Maxime Déraspe, Isabelle Chabot, and Bédis Dridi
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Adult ,Male ,0301 basic medicine ,medicine.drug_class ,Antibiotics ,Gut flora ,Microbiology ,Feces ,Young Adult ,03 medical and health sciences ,chemistry.chemical_compound ,Cefprozil ,Bacterial Proteins ,medicine ,Humans ,Microbiome ,Ecology, Evolution, Behavior and Systematics ,Bacteria ,biology ,Gastrointestinal Microbiome ,biology.organism_classification ,Healthy Volunteers ,Anti-Bacterial Agents ,Cephalosporins ,3. Good health ,030104 developmental biology ,chemistry ,Metagenomics ,Original Article ,Female ,Enterotype ,Bacteroides - Abstract
Microbiome studies have demonstrated the high inter-individual diversity of the gut microbiota. However, how the initial composition of the microbiome affects the impact of antibiotics on microbial communities is relatively unexplored. To specifically address this question, we administered a second-generation cephalosporin, cefprozil, to healthy volunteers. Stool samples gathered before antibiotic exposure, at the end of the treatment and 3 months later were analysed using shotgun metagenomic sequencing. On average, 15 billion nucleotides were sequenced for each sample. We show that standard antibiotic treatment can alter the gut microbiome in a specific, reproducible and predictable manner. The most consistent effect of the antibiotic was the increase of Lachnoclostridium bolteae in 16 out of the 18 cefprozil-exposed participants. Strikingly, we identified a subgroup of participants who were enriched in the opportunistic pathogen Enterobacter cloacae after exposure to the antibiotic, an effect linked to lower initial microbiome diversity and to a Bacteroides enterotype. Although the resistance gene content of participants' microbiomes was altered by the antibiotic, the impact of cefprozil remained specific to individual participants. Resistance genes that were not detectable prior to treatment were observed after a 7-day course of antibiotic administration. Specifically, point mutations in beta-lactamase blaCfxA-6 were enriched after antibiotic treatment in several participants. This suggests that monitoring the initial composition of the microbiome before treatment could assist in the prevention of some of the adverse effects associated with antibiotics or other treatments.
- Published
- 2015
31. A New Microviridae Phage Isolated from a Failed Biotechnological Process Driven by Escherichia coli
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Jacques Corbeil, Pier-Luc Plante, Sylvain Moineau, Marie-Ève Dupuis, Simon J. Labrie, and Denise M. Tremblay
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Phage display ,Microvirus ,viruses ,Microviridae ,Phagemid ,Molecular Sequence Data ,Genome, Viral ,medicine.disease_cause ,Applied Microbiology and Biotechnology ,Genome ,Evolution, Molecular ,Industrial Microbiology ,Bioreactors ,Escherichia coli ,medicine ,Bacteriophages ,Evolutionary and Genomic Microbiology ,Phylogeny ,Phage typing ,Genetics ,Ecology ,biology ,biology.organism_classification ,Temperateness ,Food Science ,Biotechnology - Abstract
Bacteriophages are present in every environment that supports bacterial growth, including manmade ecological niches. Virulent phages may even slow or, in more severe cases, interrupt bioprocesses driven by bacteria. Escherichia coli is one of the most widely used bacteria for large-scale bioprocesses; however, literature describing phage-host interactions in this industrial context is sparse. Here, we describe phage MED1 isolated from a failed industrial process. Phage MED1 ( Microviridae family, with a single-stranded DNA [ssDNA] genome) is highly similar to the archetypal phage phiX174, sharing >95% identity between their genomic sequences. Whole-genome phylogenetic analysis of 52 microvirus genomes from public databases revealed three genotypes (alpha3, G4, and phiX174). Phage MED1 belongs to the phiX174 group. We analyzed the distribution of single nucleotide variants in MED1 and 18 other phiX174-like genomes and found that there are more missense mutations in genes G, B, and E than in the other genes of these genomes. Gene G encodes the spike protein, involved in host attachment. The evolution of this protein likely results from the selective pressure on phages to rapidly adapt to the molecular diversity found at the surface of their hosts.
- Published
- 2014
32. Evolution of Oseltamivir Resistance Mutations in Influenza A(H1N1) and A(H3N2) Viruses during Selection in Experimentally Infected Mice
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Andrés Pizzorno, Mariana Baz, Pier-Luc Plante, Jacques Corbeil, Marie-Ève Hamelin, Julie Carbonneau, Yacine Abed, and Guy Boivin
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Oseltamivir ,medicine.drug_class ,viruses ,Population ,Hemagglutinins, Viral ,Neuraminidase ,Hemagglutinin (influenza) ,Microbial Sensitivity Tests ,Drug resistance ,medicine.disease_cause ,Antiviral Agents ,Virus ,Cell Line ,Madin Darby Canine Kidney Cells ,Evolution, Molecular ,Mice ,Viral Proteins ,chemistry.chemical_compound ,Dogs ,Influenza A Virus, H1N1 Subtype ,Orthomyxoviridae Infections ,Drug Resistance, Viral ,medicine ,Influenza A virus ,Animals ,Pharmacology (medical) ,Enzyme Inhibitors ,Selection, Genetic ,education ,Pharmacology ,Mice, Inbred BALB C ,education.field_of_study ,Base Sequence ,Neuraminidase inhibitor ,biology ,Sequence Analysis, RNA ,Influenza A Virus, H3N2 Subtype ,High-Throughput Nucleotide Sequencing ,virus diseases ,Virology ,Recombinant Proteins ,respiratory tract diseases ,Infectious Diseases ,chemistry ,biology.protein - Abstract
The evolution of oseltamivir resistance mutations during selection through serial passages in animals is still poorly described. Herein, we assessed the evolution of neuraminidase (NA) and hemagglutinin (HA) genes of influenza A/WSN/33 (H1N1) and A/Victoria/3/75 (H3N2) viruses recovered from the lungs of experimentally infected BALB/c mice receiving suboptimal doses (0.05 and 1 mg/kg of body weight/day) of oseltamivir over two generations. The traditional phenotypic and genotypic methods as well as deep-sequencing analysis were used to characterize the potential selection of mutations and population dynamics of oseltamivir-resistant variants. No oseltamivir-resistant NA or HA changes were detected in the recovered A/WSN/33 viruses. However, we observed a positive selection of the I222T NA substitution in the recovered A/Victoria/3/75 viruses, with a frequency increasing over time and with an oseltamivir concentration from 4% in the initial pretherapy inoculum up to 28% after two lung passages. Although the presence of mixed I222T viral populations in mouse lungs only led to a minimal increase in oseltamivir 50% enzyme-inhibitory concentrations (IC 50 s) (by a mean of 5.7-fold) compared to that of the baseline virus, the expressed recombinant A/Victoria/3/75 I222T NA protein displayed a 16-fold increase in the oseltamivir IC 50 level compared to that of the recombinant wild type (WT). In conclusion, the combination of serial in vivo passages under neuraminidase inhibitor (NAI) pressure and temporal deep-sequencing analysis enabled, for the first time, the identification and selection of the oseltamivir-resistant I222T NA mutation in an influenza H3N2 virus. Additional in vivo selection experiments with other antivirals and drug combinations might provide important information on the evolution of antiviral resistance in influenza viruses.
- Published
- 2014
33. Complete Genome Sequence of Streptococcus thermophilus SMQ-301, a Model Strain for Phage-Host Interactions
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Pier-Luc Plante, Jessica Wasserscheid, Jacques Corbeil, Simon J. Labrie, Sylvain Moineau, Denise M. Tremblay, and Ken Dewar
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2. Zero hunger ,Whole genome sequencing ,Genetics ,Streptococcus thermophilus ,Host (biology) ,Strain (biology) ,food and beverages ,Virulence ,macromolecular substances ,Biology ,biology.organism_classification ,environment and public health ,Genome ,Streptococcus salivarius ,bacteria ,Prokaryotes ,Molecular Biology ,Gene - Abstract
Streptococcus thermophilus is used by the dairy industry to manufacture yogurt and several cheeses. Using PacBio and Illumina platforms, we sequenced the genome of S. thermophilus SMQ-301, the host of several virulent phages. The genome is composed of 1,861,792 bp and contains 2,037 genes, 67 tRNAs, and 18 rRNAs.
- Published
- 2015
34. Genomic Characterization of a Large Outbreak of Legionella pneumophila Serogroup 1 Strains in Quebec City, 2012
- Author
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Caroline Huot, Cécile Tremblay, Simon Lévesque, François Desbiens, Isabelle Goupil-Sormany, Philippe Cantin, Pier-Luc Plante, Geneviève Marchand, Sébastien P. Faucher, Jacques Corbeil, Frédéric Raymond, Hugues Charest, and Nilmini Mendis
- Subjects
Bacterial Diseases ,Legionella ,Sequence analysis ,Science ,Molecular Sequence Data ,Legionella pneumophila ,History, 21st Century ,Statistics, Nonparametric ,Microbiology ,Disease Outbreaks ,03 medical and health sciences ,medicine ,Medicine and Health Sciences ,Cluster Analysis ,Humans ,Typing ,Legionella pneumophila Serogroup 1 ,Phylogeny ,030304 developmental biology ,Whole genome sequencing ,0303 health sciences ,Multidisciplinary ,Legionellosis ,biology ,Base Sequence ,030306 microbiology ,Quebec ,Outbreak ,Computational Biology ,Sequence Analysis, DNA ,biology.organism_classification ,medicine.disease ,Virology ,3. Good health ,respiratory tract diseases ,Electrophoresis, Gel, Pulsed-Field ,Infectious Diseases ,Biofilms ,Medicine ,Legionnaires' disease ,Legionnaires' Disease ,Genome, Bacterial ,Research Article - Abstract
During the summer of 2012, a major Legionella pneumophila serogroup 1 outbreak occurred in Quebec City, Canada, which caused 182 declared cases of Legionnaire's disease and included 13 fatalities. Legionella pneumophila serogroup 1 isolates from 23 patients as well as from 32 cooling towers located in the vicinity of the outbreak were recovered for analysis. In addition, 6 isolates from the 1996 Quebec City outbreak and 4 isolates from patients unrelated to both outbreaks were added to allow comparison. We characterized the isolates using pulsed-field gel electrophoresis, sequence-based typing, and whole genome sequencing. The comparison of patients-isolated strains to cooling tower isolates allowed the identification of the tower that was the source of the outbreak. Legionella pneumophila strain Quebec 2012 was identified as a ST-62 by sequence-based typing methodology. Two new Legionellaceae plasmids were found only in the epidemic strain. The LVH type IV secretion system was found in the 2012 outbreak isolates but not in the ones from the 1996 outbreak and only in half of the contemporary human isolates. The epidemic strains replicated more efficiently and were more cytotoxic to human macrophages than the environmental strains tested. At least four Icm/Dot effectors in the epidemic strains were absent in the environmental strains suggesting that some effectors could impact the intracellular replication in human macrophages. Sequence-based typing and pulsed-field gel electrophoresis combined with whole genome sequencing allowed the identification and the analysis of the causative strain including its likely environmental source.
- Published
- 2014
35. First Complete Genome Sequence of Staphylococcus xylosus, a Meat Starter Culture and a Host to Propagate Staphylococcus aureus Phages
- Author
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Ken Dewar, Denise M. Tremblay, Jessica Wasserscheid, Simon J. Labrie, Sylvain Moineau, Jeannot Dumaresq, Pier-Luc Plante, Lynn El Haddad, and Jacques Corbeil
- Subjects
Whole genome sequencing ,Host (biology) ,Microorganism ,Staphylococcus xylosus ,Biology ,medicine.disease_cause ,biology.organism_classification ,Genome ,Microbiology ,Staphylococcus aureus ,Genetics ,medicine ,Fermentation ,Prokaryotes ,Molecular Biology ,Gene - Abstract
Staphylococcus xylosus is a bacterial species used in meat fermentation and a commensal microorganism found on animals. We present the first complete circular genome from this species. The genome is composed of 2,757,557 bp, with a G+C content of 32.9%, and contains 2,514 genes and 79 structural RNAs.
- Published
- 2014
36. Improving the Safety of Staphylococcus aureus Polyvalent Phages by Their Production on a Staphylococcus xylosus Strain
- Author
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Ramaz Katsarava, Steve Labrie, Lynn El Haddad, Nour Ben Abdallah, Jacques Corbeil, Jeannot Dumaresq, Daniel St-Gelais, Sylvain Moineau, and Pier-Luc Plante
- Subjects
Staphylococcus aureus ,Meat ,Food Handling ,Applied Microbiology ,Science ,Staphylococcus Phages ,Myoviridae ,Microbial Genomics ,Genome, Viral ,Viral Structure ,medicine.disease_cause ,Microbiology ,Viral Evolution ,Virions ,Industrial Microbiology ,Caudovirales ,Microbial Control ,Virology ,medicine ,Humans ,Microbial Pathogens ,Viral Genomics ,Multidisciplinary ,biology ,Antimicrobials ,Staphylococcus xylosus ,Biology and Life Sciences ,biology.organism_classification ,Methicillin-resistant Staphylococcus aureus ,Viral Classification ,Medical Microbiology ,Microbial Evolution ,Viral Genes ,Fermentation ,Viral Genome ,Medicine ,Multilocus sequence typing ,Staphylococcus ,Research Article - Abstract
Team1 (vB_SauM_Team1) is a polyvalent staphylococcal phage belonging to the Myoviridae family. Phage Team1 was propagated on a Staphylococcus aureus strain and a non-pathogenic Staphylococcus xylosus strain used in industrial meat fermentation. The two Team1 preparations were compared with respect to their microbiological and genomic properties. The burst sizes, latent periods, and host ranges of the two derivatives were identical as were their genome sequences. Phage Team1 has 140,903 bp of double stranded DNA encoding for 217 open reading frames and 4 tRNAs. Comparative genomic analysis revealed similarities to staphylococcal phages ISP (97%) and G1 (97%). The host range of Team1 was compared to the well-known polyvalent staphylococcal phages phi812 and K using a panel of 57 S. aureus strains collected from various sources. These bacterial strains were found to represent 18 sequence types (MLST) and 14 clonal complexes (eBURST). Altogether, the three phages propagated on S. xylosus lysed 52 out of 57 distinct strains of S. aureus. The identification of phage-insensitive strains underlines the importance of designing phage cocktails with broadly varying and overlapping host ranges. Taken altogether, our study suggests that some staphylococcal phages can be propagated on food-grade bacteria for biocontrol and safety purposes.
- Published
- 2014
37. Biosynthesis of the Novel Endogenous 15-Lipoxygenase Metabolites N-13-Hydroxy-octodecadienoyl-ethanolamine and 13-Hydroxy-octodecadienoyl-glycerol by Human Neutrophils and Eosinophils
- Author
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Mélissa Simard, Roxane Pouliot, Rosa Maria Vitale, Michel Laviolette, Pier-Luc Plante, Nicolas Flamand, Cyril Martin, Alessia Ligresti, Cristoforo Silvestri, Volatiana Rakotoarivelo, Anne-Sophie Archambault, Magdalena Kostrzewa, Louis-Philippe Boulet, Francesco Tinto, Élizabeth Dumais, and Vincenzo Di Marzo
- Subjects
linoleic acid ,PPARs ,QH301-705.5 ,Linoleic acid ,Endogeny ,chemistry.chemical_compound ,Lipoxygenase ,Ethanolamine ,cannabinoid receptors ,Biosynthesis ,neutrophils ,anandamide ,linoleoyl-glycerol ,Biology (General) ,2-arachidonoyl-glycerol ,biology ,General Medicine ,Anandamide ,endocannabinoid ,13-HODE ,Endocannabinoid system ,chemistry ,Biochemistry ,Eicosanoid ,eicosanoid ,biology.protein ,lipids (amino acids, peptides, and proteins) ,eosinophils - Abstract
The endocannabinoids 2-arachidonoyl-glycerol and N-arachidonoyl-ethanolamine are lipids regulating many physiological processes, notably inflammation. Endocannabinoid hydrolysis inhibitors are now being investigated as potential anti-inflammatory agents. In addition to 2-arachidonoyl-glycerol and N-arachidonoyl-ethanolamine, the endocannabinoidome also includes other monoacylglycerols and N-acyl-ethanolamines such as 1-linoleoyl-glycerol (1-LG) and N-linoleoyl-ethanolamine (LEA). By increasing monoacylglycerols and/or N-acyl-ethanolamine levels, endocannabinoid hydrolysis inhibitors will likely increase the levels of their metabolites. Herein, we investigated whether 1-LG and LEA were substrates for the 15-lipoxygenase pathway, given that both possess a 1Z,4Z-pentadiene motif, near their omega end. We thus assessed how human eosinophils and neutrophils biosynthesized the 15-lipoxygenase metabolites of 1-LG and LEA. Linoleic acid (LA), a well-documented substrate of 15-lipoxygenases, was used as positive control. N-13-hydroxy-octodecadienoyl-ethanolamine (13-HODE-EA) and 13-hydroxy-octodecadienoyl-glycerol (13-HODE-G), the 15-lipoxygenase metabolites of LEA and 1-LG, were synthesized using Novozym 435 and soybean lipoxygenase. Eosinophils, which express the 15-lipoxygenase-1, metabolized LA, 1-LG, and LEA into their 13-hydroxy derivatives. This was almost complete after five minutes. Substrate preference of eosinophils was LA >, LEA >, 1-LG in presence of 13-HODE-G hydrolysis with methyl-arachidonoyl-fluorophosphonate. Human neutrophils also metabolized LA, 1-LG, and LEA into their 13-hydroxy derivatives. This was maximal after 15–30 s. Substrate preference was LA ≫ 1-LG >, LEA. Importantly, 13-HODE-G was found in humans and mouse tissue samples. In conclusion, our data show that human eosinophils and neutrophils metabolize 1-LG and LEA into the novel endogenous 15-lipoxygenase metabolites 13-HODE-G and 13-HODE-EA. The full biological importance of 13-HODE-G and 13-HODE-EA remains to be explored.
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