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Boukherissa, A.

Publications and source records attributed to Boukherissa, A..

3 recordsLinked to original sources
bioRxiv2025

Structure-based phylogenetic analysis reveals multiple events of convergent evolution of cysteine-rich antimicrobial peptides in legume-rhizobium symbiosis

Nitrogen is essential for plant growth, yet its availability often limits agricultural productivity. Some legumes have evolved a unique ability to form symbiotic relationships with nitrogen-fixing soil bacteria called rhizobia, enabling them to thrive in nitrogen-deficient soils. In five legume clades, an exploitive strategy has evolved in which rhizobia undergo Terminal Bacteroid Differentiation (TBD), where the bacteria become larger, polyploid, and have a permeabilized membrane. Terminally differentiated bacteria are associated with higher N2-fixation and, thus, a higher return on investment to the plant. In several members of the IRLC (Inverted Repeat-Lacking Clade) and the Dalbergioid clades of legumes, this differentiation process is triggered by a set of apparently unrelated plant antimicrobial peptides with membrane-damaging activity, known as Nodule-specific Cysteine-Rich (NCR) peptides. However, whether NCR peptides are also implicated in symbiotic TBD in other legume clades and whether they are evolutionarily related remains unknown. Here, to address the molecular identity of NCR peptides and their evolution in different legume clades, we performed inter- and intra-clade comparisons of NCR peptides in representative species of four TBD-inducing legume clades. First, we collected genomic and proteomic data of species for which NCR peptides are known (1523 NCR peptides). We then used sequence similarity-based clustering to regroup the NCR peptides, resulting in over 400 different NCR clusters, each clade-specific. We obtained Hidden Markov Models for each cluster and used them to predict NCR peptides in 21 legume genomes (6 clades), including newly generated deep-sequenced root and nodule RNA-seq data of Indigofera argentea (Indigoferoid clade) and newly assembled high-quality transcriptomes of Lupinus luteus and Lupinus mariae-josephae (Genistoid clade), using tailored gene prediction pipeline and transcriptome matching. This resulted in 3710 NCR peptides in species that induce TBD. To date, the rapid diversification of NCR peptides that reduces the sequence similarities has masked the origin of NCR peptide evolution. We obtained high-confidence structural models for one sequence of each cluster. We performed structure-based clustering and phylogenetics, which resulted in 23 superclusters (14 inter-clade and nine clade-specific) that we represent in a structural distance-based tree. Our study revealed that the evolution of NCR peptides is a mix of divergent and convergent processes within each clade. We further chose nine independently evolved NCR peptides to test in vitro whether they are functional analogs in symbiosis. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=145 HEIGHT=200 SRC="FIGDIR/small/675119v1_ufig1.gif" ALT="Figure 1"> View larger version (50K): org.highwire.dtl.DTLVardef@8d1698org.highwire.dtl.DTLVardef@c65b98org.highwire.dtl.DTLVardef@a75994org.highwire.dtl.DTLVardef@ea1a73_HPS_FORMAT_FIGEXP M_FIG Overview of the experimental and computational workflow for NCR peptide detection, characterization, and structural analysis. Nodule and root samples from Indigofera argentea (8 weeks post-inoculation) were collected and subjected to RNA extraction, library preparation, and Illumina PE150 sequencing. Raw RNA-seq reads from two Lupinus species were also included (Lupinus luteus and Lupinus mariae-josephae). Bacteroid differentiation of I. argentea was assessed by flow cytometry and confocal microscopy. Transcriptomes were assembled de novo and analyzed for differential gene expression between root and nodule tissues. NCR peptides were identified from them and other legume genomes and transcriptomes using the SPADA pipeline and HMM profiles from NCR clusters of the known NCR peptides. The putative NCR peptides were filtered based on conserved cysteine motifs, length, and nodule expression to build an exhaustive NCR peptide database. 3D structural predictions of NCR clusters were performed using AlphaFold2 (pLDDT >70), followed by structural clustering (Foldseek) and phylogenetic analysis (Foldtree). Functional validation involved flow cytometry and antimicrobial assays (against Eschericha coli, Sinorhizobium meliloti, and Bacillus subtilis), enabling structural and evolutionary characterization of NCR peptides. The green box at the top represents the experimental analysis, the blue box represents the sequence-based computational pipeline, the red box represents the structure-based computational pipeline, and the grey box at the bottom left represents the functional validation and interpretation of the results. C_FIG

evolutionary biology↗
bioRxiv2024

Taxonomic distribution of SbmA/BacA and BacA-like antimicrobial peptide transporters suggests independent recruitment and convergent evolution in host-microbe interactions

Small, antimicrobial peptides are often produced by eukaryotes to control bacterial populations in both pathogenic and mutualistic symbioses. These include proline-rich mammalian immune peptides and cysteine-rich peptides produced by legume plants in symbiosis with rhizobia. The fitness of the bacterial partner is dependent upon their ability to persist in the presence of these antimicrobial peptides. In the case of Escherichia coli and Mycobacterium tuberculosis pathogens and nitrogen-fixing legume symbionts (rhizobia), the ability to survive exposure to these peptides depends on peptide transporters called SbmA (also known as BacA) or BclA (for BacA-like). However, how broadly these transporters are distributed amongst bacteria, and their evolutionary history, is poorly understood. Here, we used hidden Markov models, phylogenetic analysis, and sequence similarity networks to examine the distribution of SbmA/BacA and BclA proteins across a representative set of 1,255 species from across the domain Bacteria. We identified a total of 71 and 177 SbmA/BacA and BclA proteins, respectively. Phylogenetic and sequence similarity analyses suggest that these protein families likely did not evolve from a common ancestor and that their functional similarity is instead a result of convergent evolution. In vitro sensitivity assays using the legume peptide NCR247 and several of the newly-identified BclA proteins confirmed that transport of antimicrobial peptides is a common feature of this protein family. Analysis of the taxonomic distribution of these proteins showed that SbmA/BacA orthologs were encoded only by species in the phylum Pseudomonadota and that they were primarily identified in just two orders: Hyphomicrobiales (class Alphaproteobacteria) and Enterobacterales (class Gammaproteobacteria). BclA orthologs were somewhat more broadly distributed and were found in clusters across four phyla. These included several orders of the phyla Pseudomonadota and Cyanobacteriota, as well as the order Mycobacteriales (phylum Actinomycetota) and the class Negativicutes (phylum Bacillota). Notably, many of the clades enriched for species encoding BacA or BclA orthologs also include many species known to interact with eukaryotic hosts in mutualistic or pathogenic interactions. Collectively, these observations suggest that SbmA/BacA and BclA proteins have been repeatedly co-opted to facilitate both mutualistic and pathogenic associations with eukaryotic hosts by allowing bacteria to cope with host-encoded antimicrobial peptides.

microbiology↗
bioRxiv2023

Hundreds of antimicrobial peptides create a selective barrier for insect gut symbionts

The spatial organization of gut microbiota is crucial for the functioning of the gut ecosystem, although the mechanisms that organize gut bacterial communities in microhabitats are only partially understood. The gut of the insect Riptortus pedestris has a characteristic microbiota biogeography with a multispecies community in the anterior midgut and a mono-specific bacterial population in the posterior midgut. We show that the posterior midgut region produces massively hundreds of specific antimicrobial peptides (AMPs), the Crypt-specific Cysteine-Rich peptides (CCRs) that have membrane-damaging antimicrobial activity against diverse bacteria but posterior midgut symbionts have elevated resistance. We determined by transposon-sequencing the genetic repertoire in the symbiont Caballeronia insecticola to manage CCR stress, identifying different independent pathways, including novel AMP-resistance pathways unrelated to known membrane homeostasis functions as well as cell envelope functions. Mutants in the corresponding genes have reduced capacity to colonize the posterior midgut, demonstrating that CCRs create a selective barrier and resistance is crucial in gut symbionts. Moreover, once established in the gut, the bacteria differentiate into a CCR-sensitive state, suggesting a second function of the CCR peptide arsenal in protecting the gut epithelia or mediating metabolic exchanges between the host and the gut symbionts. Our study highlights the evolution of an extreme diverse AMP family that contributes to establish and control the gut microbiota.

microbiology↗