Publications by authors named "Joao P Saraiva"

Certain coral individuals exhibit enhanced resistance to thermal bleaching, yet the specific microbial assemblages and their roles in these phenotypes remain unclear. We compared the microbial communities of thermal bleaching-resistant (TBR) and thermal bleaching-sensitive (TBS) corals using metabarcoding and metagenomics. Our multidomain approach revealed stable distinct microbial compositions between thermal phenotypes.

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  • The study investigates how factors like species abundance, sequencing depth, and taxonomic relationships affect the recovery of metagenome-assembled genomes (MAGs) in microbial communities.
  • Different recovery pipelines were tested, revealing that the DT pipeline offered the most accurate results, whereas the 8K pipeline produced the most MAGs but with lower accuracy.
  • Findings indicate that simply having more MAGs doesn't reflect true community composition, emphasizing the importance of sequencing depth and caution in interpreting MAG recovery data for biological conclusions.
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  • The study investigates the complex interactions between two bacterial species commonly found together in severe, difficult-to-treat infections.
  • Researchers used both laboratory experiments and modeling to reveal how one species can partially inhibit the other and how they engage in a cross-feeding relationship, where one provides nutrients to support the other's growth.
  • The findings enhance understanding of how these bacteria coexist and interact in polymicrobial infections, which could lead to new treatment strategies.
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Unlabelled: Wastewater is considered a reservoir of antimicrobial resistance genes (ARGs), where the abundant antimicrobial-resistant bacteria and mobile genetic elements facilitate horizontal gene transfer. However, the prevalence and extent of these phenomena in different taxonomic groups that inhabit wastewater are still not fully understood. Here, we determined the presence of ARGs in metagenome-assembled genomes (MAGs) and evaluated the risks of MAG-carrying ARGs in potential human pathogens.

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Several computational frameworks and workflows that recover genomes from prokaryotes, eukaryotes and viruses from metagenomes exist. Yet, it is difficult for scientists with little bioinformatics experience to evaluate quality, annotate genes, dereplicate, assign taxonomy and calculate relative abundance and coverage of genomes belonging to different domains. MuDoGeR is a user-friendly tool tailored for those familiar with Unix command-line environment that makes it easy to recover genomes of prokaryotes, eukaryotes and viruses from metagenomes, either alone or in combination.

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Background: Metagenomic data can shed light on animal-microbiome relationships and the functional potential of these communities. Over the past years, the generation of metagenomics data has increased exponentially, and so has the availability and reusability of data present in public repositories. However, identifying which datasets and associated metadata are available is not straightforward.

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  • Metagenomics allows scientists to analyze environmental DNA for insights into microbiomes, but eukaryotic organisms like fungi are often underrepresented due to challenges with intron-rich genes.
  • Researchers developed a machine learning algorithm, SVMmycointron, to accurately predict fungal introns, improving gene annotations in metagenomic datasets by up to 9.1%.
  • This tool enhances understanding of the role of fungi and other eukaryotes in microbiome function and is accessible for researchers working with metagenomics data.
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  • Most eukaryotic genomes are still unsequenced, limiting our understanding of their roles in ecosystems, while efforts to recover prokaryotic genomes are more common.* -
  • This study utilized the EukRep pipeline to analyze 6000 metagenomes, successfully obtaining 447 eukaryotic bins, predominantly from streptophytes and fungi, with many coming from diverse environments.* -
  • The research highlights gaps in existing genome completeness assessments and suggests improvements through long-read sequencing and better reference databases to enhance eukaryotic genome recovery.*
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  • Every year, antimicrobial resistance genes (ARGs) in bacteria lead to millions of deaths, especially as urbanization increases and compounds the problem in cities.
  • This study analyzed over a thousand urban metagenomes to explore the presence and behavior of ARGs in urban bacteria, focusing on their distribution and whether they were found on plasmids.
  • Findings revealed that while multidrug and glycopeptide ARGs are common in urban bacteria, they are not primarily transferred via plasmids and the strains studied showed limited virulence, indicating a need for further research on the prevalence and spread of these resistance genes.
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  • * Researchers combined flow cytometry cell sorting with bioinformatics to classify cells from a wastewater microbial community into different abundance groups and sequenced their genomes.
  • * Results showed a significant increase in species identification (two-fold improvement), revealing that sorting allows the recovery of genomes that are otherwise undetected in unsorted samples.
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  • Metagenomics is a rapidly growing field focused on studying microbial communities, but challenges arise from poorly classified data in existing databases like SRA and MG-RAST.
  • The Marine Metagenome Metadata Database (MarineMetagenomeDB) was created to provide a better way for researchers to find and analyze marine metagenomes, featuring curated metadata for thousands of samples.
  • The database includes detailed information on 11,449 marine metagenomes, allowing users to filter samples using a web app with search functionalities and a map to visualize sample locations, plus a tool for downloading raw sequence data easily.
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Background: Transcription factors (TFs) are proteins controlling the flow of genetic information by regulating cellular gene expression. A better understanding of TFs in a bacterial community context may open novel revenues for exploring gene regulation in ecosystems where bacteria play a key role. Here we describe PredicTF, a platform supporting the prediction and classification of novel bacterial TF in single species and complex microbial communities.

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The high complexity found in microbial communities makes the identification of microbial interactions challenging. To address this challenge, we present OrtSuite, a flexible workflow to predict putative microbial interactions based on genomic content of microbial communities and targeted to specific ecosystem processes. The pipeline is composed of three user-friendly bash commands.

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Deadwood represents significant carbon (C) stock in a temperate forests. Its decomposition and C mobilization is accomplished by decomposer microorganisms - fungi and bacteria - who also supply the foodweb of commensalist microbes. Due to the ecosystem-level importance of deadwood habitat as a C and nutrient stock with significant nitrogen fixation, the deadwood microbiome composition and function are critical to understanding the microbial processes related to its decomposition.

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Mining interspecies interactions remain a challenge due to the complex nature of microbial communities and the need for computational power to handle big data. Our meta-analysis indicates that genetic potential alone does not resolve all issues involving mining of microbial interactions. Nevertheless, it can be used as the starting point to infer synergistic interspecies interactions and to limit the search space (i.

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Forests accumulate and store large amounts of carbon (C), and a substantial fraction of this stock is contained in deadwood. This transient pool is subject to decomposition by deadwood-associated organisms, and in this process it contributes to CO emissions. Although fungi and bacteria are known to colonize deadwood, little is known about the microbial processes that mediate carbon and nitrogen (N) cycling in deadwood.

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Microbiome studies focused on the genetic potential of microbial communities (metagenomics) became standard within microbial ecology. MG-RAST and the Sequence Read Archive (SRA), the two main metagenome repositories, contain over 202 858 public available metagenomes and this number has increased exponentially. However, mining databases can be challenging due to misannotated, misleading and decentralized data.

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  • Lindane, a previously widely used pesticide, was banned in 2009 but still contaminates soil with high residues of HCH isomers.
  • A study using two laboratory-scale reactors tested a combination of phytoremediation and anaerobic digestion (AD) to safely treat contaminated biomass.
  • The results indicated that γ- and α-HCH were effectively transformed into chlorobenzene and benzene, while β-HCH remained, and specific microorganisms were identified as potential bioindicators for ongoing HCH degradation in the AD process.
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Although the early coral reef-bleaching warning system (NOAA/USA) is established, there is no feasible treatment that can minimize temperature bleaching and/or disease impacts on corals in the field. Here, we present the first attempts to extrapolate the widespread and well-established use of bacterial consortia to protect or improve health in other organisms (e.g.

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Background: The human immune system is responsible for protecting the host from infection. However, in immunocompromised individuals the risk of infection increases substantially with possible drastic consequences. In extreme, systemic infection can lead to sepsis which is responsible for innumerous deaths worldwide.

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