Biology subjects

Lafond, M.

Publications and source records attributed to Lafond, M..

6 recordsLinked to original sources

bioRxiv2026

The coculture of Fomitopsis betulina with Escherichia coli induces a nutritional stress and triggers secondary metabolism pathways.

Basidiomycete fungi are an underexplored source of specialized metabolites with significant biotechnological potential. However, the environmental cues that activate their biosynthetic pathways remain poorly understood. Here, we investigated the response of the wood-decaying fungus Fomitopsis betulina, to nutritional competition using co-cultures with Escherichia coli. On solid medium, F. betulina inhibited the bacterial growth. Using a mass spectrometry-based metabolomics approach, we identified a Sumikis acid derivative, calcium diformate, and sulfuric acid among the compounds enriched within the inhibition zone and hypothesized that these compounds were associated with the acidification of the medium. Although F. betulina has previously been reported to produce the antibacterial compound piptamine, neither piptamine nor related derivatives were detected under our experimental conditions. In liquid medium, the co-culture with E. coli caused the rapid depletion of the available glucose, resulting in the establishment of carbon-starvation conditions and a 44% reduction in fungal biomass. Transcriptomic analyses revealed extensive metabolic reprogramming in response to bacterial competition, including the induction of genes involved in carbon acquisition, nutrient transport, redox homeostasis, and stress adaptation. Notably, a homolog of the Velvet regulatory complex, a central regulator of fungal development and specialized metabolism, was upregulated. The co-culture induced the expression of genes associated with multiple biosynthetic gene clusters, including terpene, polyketide, and fungal RiPP. Taken together, our results demonstrate that bacterial competition acts as a potent trigger of nutritional stress and secondary metabolism in F. betulina. More broadly, fungal-bacterial co-culture represents a promising alternative to extractions to identify high-value added metabolites pathways from basidiomycetes.

microbiology↗

bioRxiv2025

On the Comparison of LGT networks and Tree-based Networks

Phylogenetic networks are widespread representations of evolutionary histories for taxa that undergo hybridization or Lateral-Gene Transfer (LGT) events. There are now many tools to reconstruct such networks, but no clearly established metric to compare them. Such metrics are needed, for example, to evaluate predictions against a simulated ground truth. Despite years of effort in developing metrics, known dissimilarity measures either do not distinguish all pairs of different networks, or are extremely difficult to compute. Since it appears challenging, if not impossible, to create the ideal metric for all classes of networks, it may be relevant to design them for specialized applications. In this article, we introduce a metric on LGT networks, which consist of trees with additional arcs that represent lateral gene transfer events. Our metric is based on edit operations, namely the addition/removal of transfer arcs, and the contraction/expansion of arcs of the base tree, allowing it to connect the space of all LGT networks. We show that it is linear-time computable if the order of transfers along a branch is unconstrained but NP-hard otherwise, in which case we provide a fixed-parameter tractable (FPT) algorithm in the level. We implemented our algorithms and demonstrate their applicability on three numerical experiments. Full online versionhttps://www.biorxiv.org/content/10.1101/2025.11.20.689557

bioinformatics↗

bioRxiv2025

The C-terminal intrinsically disordered region of a fungal LPMO binds copper and displays anti-fungal properties

Lytic Polysaccharide Monooxygenases (LPMOs) are enzymes that play a crucial role in the degradation of complex polysaccharides such as cellulose and chitin. While LPMOs have attracted significant interest for industrial applications to convert biomass into biofuels, emerging evidence suggests alternative functions in fungal plant pathogenesis, microbial diseases and (micro)organism development. The AA14 LPMO family is widely distributed in filamentous fungi but remains enigmatic as its initially-suspected substrate specificity was recently challenged. In this study, we investigated the disordered C-terminal regions (dCTRs), found in more than half of AA14 family members and hypothesized to have functional relevance. Focusing on the Pycnoporus coccineus AA14A LPMO, we used small angle X-ray scattering (SAXS) and circular dichroism to show that its dCTR is highly disordered. It consists of a heavily glycosylated low complexity region followed by a charged C-terminal tail. We uncovered that the PcoAA14A dCTR binds copper ions through histidine residues located in the C-terminal tail. Using electron paramagnetic resonance (EPR), we further demonstrated that dimer formation occurs through an oxidative process involving copper and a redox-sensitive cysteine. Noting similarities between the last residues of the C-terminal tail and antimicrobial peptides, we investigated its potential antimicrobial function. We found that the positively charged region of the C-terminal tail selectively inhibits the growth of basidiomycete fungal spores. These data reveal that the dCTRs appended to AA14 LPMOs are functional regions that must be considered to unveil the role of these atypical LPMOs. Significance StatementLytic polysaccharide monooxygenases (LPMOs) degrade complex polysaccharides and are central to biomass conversion. Their biological relevance is expanding, with emerging roles in fungal development and host interactions. Despite this broad potential, research has largely focused on their catalytic domain. One area that remains poorly understood is the function of their C-terminal region, predicted to be intrinsically disordered (dCTR). The AA14 LPMO family, whose substrate specificity remains enigmatic, is enriched in dCTRs. This study provides the first experimental evidence of the disordered nature of the dCTR of an AA14 LPMO. Using multidisciplinary approaches, we demonstrate that the dCTR binds metals and exhibits antifungal activity. These findings establish dCTRs as functional regions, essential for understanding the biological roles of LPMOs.

biochemistry↗

bioRxiv2025

Rehabilitating the benefits of gene tree correction in the presence of incomplete lineage sorting

Gene trees play an important role in various areas of phylogenomics. However, their reconstruction often relies on limited-length sequences and may not account for complex evolutionary events, such as gene duplications, losses, or incomplete lineage sorting (ILS), which are not modeled by standard phylogenetic methods. To address these challenges, it is common to first infer gene trees using fast algorithms for conventional models, then refine them through species tree-aware correction methods. Recently, it has been argued that such corrections can lead to overfitting and force gene trees to resemble the species tree, thereby obscuring genuine gene-level variation caused by ILS. In this paper, we challenge and refute this hypothesis, and we demonstrate that, when applied carefully, correction methods can offer significant benefits, even in the presence of ILS.

bioinformatics↗

bioRxiv2021

Time-resolved secretome analysis of three Colletotrichum species identifies copper radical alcohol oxidases for the production of fatty aldehydes

Copper Radical Alcohol Oxidases (CRO-AlcOx), which have been recently discovered among fungal phytopathogens are attractive for the production of fragrant fatty aldehydes. To investigate the secretion of CRO-AlcOx by natural fungal strains, we undertook time-course analyses of the secretomes of three Colletotrichum species (C. graminicola, C. tabacum and C. destructivum) using proteomics. The addition of a copper-manganese-ethanol mixture to Colletotrichum cultures unexpectedly induced the secretion of up to 400 proteins, 29-52% of which were carbohydrate-active enzymes (CAZymes), including a wide diversity of copper-containing oxidoreductases from the auxiliary activities (AA) class (AA1, AA3, AA5, AA7, AA9, AA11-AA13, AA16). Under these specific conditions, while a CRO-glyoxal oxidase from the AA5_1 subfamily was among the most abundantly secreted proteins, the targeted AA5_2 CRO-AlcOx were secreted at lower levels, suggesting heterologous expression as a more promising strategy for CRO-AlcOx production and utilization. C. tabacum and C. destructivum CRO-AlcOx were expressed in Pichia pastoris and their preference toward both aromatic and aliphatic primary alcohols was assessed. The CRO-AlcOx from C. destructivum was further investigated in applied settings, revealing a full conversion of C6 and C8 alcohols into their corresponding fragrant aldehydes. IMPORTANCEIn the context of the industrial shift toward greener processes, the biocatalytic production of aldehydes is of utmost interest owing to their importance as intermediates in preparative chemistry and for their use as flavors and fragrances ingredients. In the search for new biocatalysts, CRO-AlcOx have the potential to become platform enzymes for the oxidation of alcohols to aldehydes. The use of crude fungal secretomes is often seen has an appealing approach by industries since alleviating various costs pertaining to biocatalysts production. However, the secretion of CRO-AlcOx by natural fungal strains has never been explored. This study showed that Colletotrichum species can secrete a broad diversity of copper-containing enzymes, but only little amount of CRO-AlcOx. Thus, recombinant expression remains the most promising approach. The potential of CRO-AlcOx as biocatalyst for flavor and fragrance applications was confirmed through the production of two new enzymes with activity on fatty alcohols.

biochemistry↗

bioRxiv2018

Accurate prediction of orthologs in the presence of divergence after duplication

MotivationWhen gene duplication occurs, one of the copies may become free of selective pressure and evolve at an accelerated pace. This has important consequences on the prediction of orthology relationships, since two orthologous genes separated by divergence after duplication may differ in both sequence and function. In this work, we make the distinction between the primary orthologs, which have not been affected by accelerated mutation rates on their evolutionary path, and the secondary orthologs, which have. Similarity-based prediction methods will tend to miss secondary orthologs, whereas phylogeny-based methods cannot separate primary and secondary orthologs. However, both types of orthology have applications in important areas such as gene function prediction and phylogenetic reconstruction, motivating the need for methods that can distinguish the two types.\n\nResultsWe formalize the notion of divergence after duplication, and provide a theoretical basis for the inference of primary and secondary orthologs. We then put these ideas to practice with the HyPPO (Hybrid Prediction of Paralogs and Orthologs) framework, which combines ideas from both similarity and phylogeny approaches. We apply our method to simulated and empirical datasets, and show that we achieve superior accuracy in predicting primary orthologs, secondary orthologs and paralogs.\n\nAvailabilityHyPPO is a modular framework with a core developed in Python, and is provided with a variety of C++ modules. The source code is available at https://github.com/manuellafond/HyPPO.\n\nContactmlafond2@uOttawa.ca, mmegh021@uottawa.ca, sankoff@uottawa.ca

bioinformatics↗