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19 pages, 4441 KiB  
Article
Short-Term Probiotic Colonization Alters Molecular Dynamics of 3D Oral Biofilms
by Nadeeka S. Udawatte, Chun Liu, Reuben Staples, Pingping Han, Purnima S. Kumar, Thiruma V. Arumugam, Sašo Ivanovski and Chaminda J. Seneviratne
Int. J. Mol. Sci. 2025, 26(13), 6403; https://doi.org/10.3390/ijms26136403 - 3 Jul 2025
Viewed by 299
Abstract
Three-dimensional (3D) scaffold systems have proven instrumental in advancing our understanding of polymicrobial biofilm dynamics and probiotic interactions within the oral environment. Among oral probiotics, Streptococcus salivarius K12 (Ssk12) has shown considerable promise in modulating microbial homeostasis; however, its long-term therapeutic [...] Read more.
Three-dimensional (3D) scaffold systems have proven instrumental in advancing our understanding of polymicrobial biofilm dynamics and probiotic interactions within the oral environment. Among oral probiotics, Streptococcus salivarius K12 (Ssk12) has shown considerable promise in modulating microbial homeostasis; however, its long-term therapeutic benefits are contingent upon successful and sustained colonization of the oral mucosa. Despite its clinical relevance, the molecular mechanisms underlying the adhesion, persistence, and integration of Ssk12 into the native oral microbiome/biofilm remain inadequately characterized. In this pilot study, we explored the temporal colonization dynamics of Ssk12 and its impact on the structure and functional profiles of salivary-derived biofilms cultivated on melt-electrowritten poly(ε-caprolactone) (MEW-mPCL) scaffolds, which emulate the native oral niche. Colonization was monitored via fluorescence in situ hybridization (smFISH), confocal microscopy, and RT-qPCR, while shifts in community composition and function were assessed using 16S rRNA sequencing and meta-transcriptomics. A single administration of Ssk12 exhibited transient colonization lasting up to 7 days, with detectable presence diminishing by day 10. This was accompanied by short-term increases in Lactobacillus and Bifidobacterium populations. Functional analyses revealed increased transcriptional signatures linked to oxidative stress resistance and metabolic adaptation. These findings suggest that even short-term probiotic colonization induces significant functional changes, underscoring the need for strategies to enhance probiotic persistence. Full article
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20 pages, 1845 KiB  
Article
Meta-Transcriptomic Response to Copper Corrosion in Drinking Water Biofilms
by Jingrang Lu, Ian Struewing and Nicholas J. Ashbolt
Microorganisms 2025, 13(7), 1528; https://doi.org/10.3390/microorganisms13071528 - 30 Jun 2025
Viewed by 376
Abstract
Drinking water biofilm ecosystems harbor complex and dynamic prokaryotic and eukaryotic microbial communities. However, little is known about the impact of copper corrosion on microbial community functions in metabolisms and resistance. This study was conducted to evaluate the impact of upstream Cu pipe [...] Read more.
Drinking water biofilm ecosystems harbor complex and dynamic prokaryotic and eukaryotic microbial communities. However, little is known about the impact of copper corrosion on microbial community functions in metabolisms and resistance. This study was conducted to evaluate the impact of upstream Cu pipe materials on downstream viable community structures, pathogen populations, and metatranscriptomic responses of the microbial communities in drinking water biofilms. Randomly transcribed cDNA was generated and sequenced from downstream biofilm samples of either unplasticized polyvinylchloride (PVC) or Cu coupons. Diverse viable microbial organisms with enriched pathogen-like organisms and opportunistic pathogens were active in those biofilm samples. Cu-influenced tubing biofilms had a greater upregulation of genes associated with potassium (K) metabolic pathways (i.e., K-homeostasis, K-transporting ATPase, and transcriptional attenuator), and a major component of the cell wall of mycobacteria (mycolic acids) compared to tubing biofilms downstream of PVC. Other upregulated genes on Cu influenced biofilms included those associated with stress responses (various oxidative resistance genes), biofilm formation, and resistance to toxic compounds. Downregulated genes included those associated with membrane proteins responsible for ion interactions with potassium; respiration–electron-donating reactions; RNA metabolism in eukaryotes; nitrogen metabolism; virulence, disease, and defense; and antibiotic resistance genes. When combined with our previous identification of biofilm community differences, our studies reveal how microbial biofilms adapt to Cu plumbing conditions by fine-tuning gene expression, altering metabolic pathways, and optimizing their structural organization. This study offers new insights into how copper pipe materials affect the development and composition of biofilms in premise plumbing. Specifically, it highlights copper’s role in inhibiting the growth of many microbes while also contributing to the resistance of some microbes within the drinking water biofilm community. Full article
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21 pages, 1321 KiB  
Review
Exploration of Multi-Source Lignocellulose-Degrading Microbial Resources and Bioaugmentation Strategies: Implications for Rumen Efficiency
by Xiaokang Lv, Zhanhong Qiao, Chao Chen, Jinling Hua and Chuanshe Zhou
Animals 2025, 15(13), 1920; https://doi.org/10.3390/ani15131920 - 29 Jun 2025
Viewed by 215
Abstract
Utilizing straw feed is an effective strategy to optimize straw resource utilization by incorporating microbial degradation agents to expedite lignocellulose breakdown and enhance feed efficiency. Lignocellulose-degrading species and microbial communities are present in various Earth ecosystems, including the rumen of ruminants, insect digestive [...] Read more.
Utilizing straw feed is an effective strategy to optimize straw resource utilization by incorporating microbial degradation agents to expedite lignocellulose breakdown and enhance feed efficiency. Lignocellulose-degrading species and microbial communities are present in various Earth ecosystems, including the rumen of ruminants, insect digestive tracts, forest soil, and microbial populations in papermaking processes. The rumen of ruminants harbors a diverse range of microbial species, making it a promising source of lignocellulose-degrading microorganisms. Exploring alternative systems like insect intestines and forest soil is essential for future research. Current studies primarily rely on traditional microbial isolation techniques to identify lignocellulose-degrading strains, underscoring the necessity to transition to utilizing microbial culturomics and genome-editing technologies for discovering and manipulating cellulose-degrading microbes. This review provides an overview of lignocellulose-degrading microbial communities from diverse environments, encompassing bacterial and fungal populations. It also delves into the use of metagenomic, metatranscriptomic, and metaproteomic approaches to pinpoint highly efficient cellulase genes, along with the application of genome-editing tools for engineering lignocellulose-degrading microorganisms. The primary objective of this review is to offer insights for further exploration of potential lignocellulose-degrading microbial resources and high-performance cellulase genes to enhance roughage utilization in ruminant rumen ecosystems. Full article
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20 pages, 1478 KiB  
Review
Cyanobacteria and Soil Restoration: Bridging Molecular Insights with Practical Solutions
by Matias Garcia, Pablo Bruna, Paola Duran and Michel Abanto
Microorganisms 2025, 13(7), 1468; https://doi.org/10.3390/microorganisms13071468 - 24 Jun 2025
Viewed by 551
Abstract
Soil degradation has been accelerating globally due to climate change, which threatens food production, biodiversity, and ecosystem balance. Traditional soil restoration strategies are often expensive, slow, or unsustainable in the long term. In this context, cyanobacteria have emerged as promising biotechnological alternatives, being [...] Read more.
Soil degradation has been accelerating globally due to climate change, which threatens food production, biodiversity, and ecosystem balance. Traditional soil restoration strategies are often expensive, slow, or unsustainable in the long term. In this context, cyanobacteria have emerged as promising biotechnological alternatives, being the only prokaryotes capable of performing oxygenic photosynthesis. Moreover, they can capture atmospheric carbon and nitrogen, release exopolysaccharides (EPSs) that stabilize the soil, and facilitate the development of biological soil crusts (biocrusts). In recent years, the convergence of multi-omics tools, such as metagenomics, metatranscriptomics, and metabolomics, has advanced our understanding of cyanobacterial dynamics, their metabolic potential, and symbiotic interactions with microbial consortia, as exemplified by the cyanosphere of Microcoleus vaginatus. In addition, recent advances in bioinformatics have enabled high-resolution taxonomic and functional profiling of environmental samples, facilitating the identification and prediction of resilient microorganisms suited to challenging degraded soils. These tools also allow for the prediction of biosynthetic gene clusters and the detection of prophages or cyanophages within microbiomes, offering a novel approach to enhance carbon sequestration in dry and nutrient-poor soils. This review synthesizes the latest findings and proposes a roadmap for the translation of molecular-level knowledge into scalable biotechnological strategies for soil restoration. We discuss approaches ranging from the use of native biocrust strains to the exploration of cyanophages with the potential to enhance cyanobacterial photosynthetic activity. By bridging ecological functions with cutting-edge omics technologies, this study highlights the critical role of cyanobacteria as a nature-based solution for climate-smart soil management in degraded and arid ecosystems. Full article
(This article belongs to the Special Issue Omics Research in Microbial Ecology)
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18 pages, 3168 KiB  
Article
Ammonium-Generating Microbial Consortia in Paddy Soil Revealed by DNA-Stable Isotope Probing and Metatranscriptomics
by Chao-Nan Wang, Yoko Masuda and Keishi Senoo
Microorganisms 2025, 13(7), 1448; https://doi.org/10.3390/microorganisms13071448 - 21 Jun 2025
Viewed by 443
Abstract
Rice paddy fields are sustainable agricultural systems as soil microorganisms help maintain nitrogen fertility through generating ammonium. In these soils, dissimilatory nitrate reduction to ammonium (DNRA), nitrogen fixation, and denitrification are closely linked. DNRA and denitrification share the same initial steps and nitrogen [...] Read more.
Rice paddy fields are sustainable agricultural systems as soil microorganisms help maintain nitrogen fertility through generating ammonium. In these soils, dissimilatory nitrate reduction to ammonium (DNRA), nitrogen fixation, and denitrification are closely linked. DNRA and denitrification share the same initial steps and nitrogen gas, the end product of denitrification, can serve as a substrate for nitrogen fixation. However, the microorganisms responsible for these three reductive nitrogen transformations, particularly those focused on ammonium generation, have not been comprehensively characterized. In this study, we used stable isotope probing with 15NO3, 15N2O, and 15N2, combined with 16S rRNA high-throughput sequencing and metatranscriptomics, to identify ammonium-generating microbial consortia in paddy soils. Our results revealed that several bacterial families actively contribute to ammonium generation under different nitrogen substrate conditions. Specifically, Geobacteraceae (N2O and +N2), Bacillaceae (+NO3 and +N2), Rhodocyclaceae (+N2O and +N2), Anaeromyxobacteraceae (+NO3 and +N2O), and Clostridiaceae (+NO3 and +N2) were involved. Many of these bacteria participate in key ecological processes typical of paddy environments, including iron or sulfate reduction and rice straw decomposition. This study revealed the ammonium-generating microbial consortia in paddy soil that contain several key bacterial drivers of multiple reductive nitrogen transformations and suggested their diverse functions in paddy soil metabolism. Full article
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12 pages, 732 KiB  
Systematic Review
Gut-Microbiome Signatures Predicting Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer: A Systematic Review
by Ielmina Domilescu, Bogdan Miutescu, Florin George Horhat, Alina Popescu, Camelia Nica, Ana Maria Ghiuchici, Eyad Gadour, Ioan Sîrbu and Delia Hutanu
Metabolites 2025, 15(6), 412; https://doi.org/10.3390/metabo15060412 - 18 Jun 2025
Viewed by 464
Abstract
Background and Objectives: Rectal cancer management increasingly relies on watch-and-wait strategies after neoadjuvant chemoradiotherapy (nCRT). Accurate, non-invasive prediction of pathological complete response (pCR) remains elusive. Emerging evidence suggests that gut-microbiome composition modulates radio-chemosensitivity. We systematically reviewed primary studies that correlated baseline or on-treatment [...] Read more.
Background and Objectives: Rectal cancer management increasingly relies on watch-and-wait strategies after neoadjuvant chemoradiotherapy (nCRT). Accurate, non-invasive prediction of pathological complete response (pCR) remains elusive. Emerging evidence suggests that gut-microbiome composition modulates radio-chemosensitivity. We systematically reviewed primary studies that correlated baseline or on-treatment gut-microbiome features with nCRT response in locally advanced rectal cancer (LARC). Methods: MEDLINE, Embase and PubMed were searched from inception to 30 April 2025. Eligibility required (i) prospective or retrospective human studies of LARC, (ii) faecal or mucosal microbiome profiling by 16S, metagenomics, or metatranscriptomics, and (iii) response assessment using tumour-regression grade or pCR. Narrative synthesis and random-effects proportion meta-analysis were performed where data were homogeneous. Results: Twelve studies (n = 1354 unique patients, median sample = 73, range 22–735) met inclusion. Four independent machine-learning models achieved an Area Under the Receiver Operating Characteristic curve AUROC ≥ 0.85 for pCR prediction. Consistently enriched taxa in responders included Lachnospiraceae bacterium, Blautia wexlerae, Roseburia spp., and Intestinimonas butyriciproducens. Non-responders showed over-representation of Fusobacterium nucleatum, Bacteroides fragilis, and Prevotella spp. Two studies linked butyrate-producing modules to radiosensitivity, whereas nucleotide-biosynthesis pathways conferred resistance. Pooled pCR rate in patients with a “butyrate-rich” baseline profile was 44% (95% CI 35–54) versus 21% (95% CI 15–29) in controls (I2 = 18%). Conclusions: Despite heterogeneity, convergent functional and taxonomic signals underpin a microbiome-based radiosensitivity axis in LARC. Multi-centre validation cohorts and intervention trials manipulating these taxa, such as prebiotics or live-biotherapeutics, are warranted before clinical deployment. Full article
(This article belongs to the Special Issue Advances in Gut Microbiome Metabolomics)
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24 pages, 1816 KiB  
Review
A Systematic Review on Microbial Profiling Techniques in Goat Milk: Implications for Probiotics and Shelf-Life
by Nare Jessica Monareng, Keabetswe T. Ncube, Charles van Rooi, Mamokoma C. Modiba and Bohani Mtileni
Int. J. Mol. Sci. 2025, 26(12), 5551; https://doi.org/10.3390/ijms26125551 - 10 Jun 2025
Viewed by 617
Abstract
Due to its high digestibility, rich nutrient profile, and potential probiotic content, goat milk is an essential nutritional resource, particularly for individuals with cow milk allergies. This review summarises the current state of microbial diversity in goat milk, emphasising the implications for quality, [...] Read more.
Due to its high digestibility, rich nutrient profile, and potential probiotic content, goat milk is an essential nutritional resource, particularly for individuals with cow milk allergies. This review summarises the current state of microbial diversity in goat milk, emphasising the implications for quality, safety, and probiotic potential. This systematic review adhered to PRISMA guidelines, conducting a comprehensive literature search across PubMed, ScienceDirect, and Google Scholar using keywords related to microbial profiling in goat milk. The inclusion criteria targeted English-language studies from 2000 to 2025 that utilised high-throughput or next-generation sequencing methods. Out of 126 articles screened, 84 met the eligibility criteria. The extracted data focused on microbial diversity, profiling techniques, and their respective strengths and limitations in evaluating probiotic potential and spoilage risks. The review addresses the challenges linked to microbial spoilage and the composition and functional roles of microbial communities in goat milk. With species such as Bacillus and Pseudomonas playing crucial roles in fermentation and spoilage, key findings emphasise the prevalence of microbial phyla, including Proteobacteria, Firmicutes, and Actinobacteria in goat milk. The review also explores the probiotic potential of the goat milk microbiota, highlighting the health benefits associated with strains such as Lactobacillus and Bifidobacterium. Significant discoveries underline the necessity for advanced multi-omics techniques to thoroughly define microbial ecosystems and the substantial gaps in breed-specific microbiota research. Important findings illustrate the need for enhanced multi-omics techniques, given the challenges of host RNA and protein interference, low microbial biomass, and limited goat-specific reference databases, for optimising probiotic development, spoilage prevention strategies, and integrating metagenomics, metabolomics, metaproteomics, and metatranscriptomics to improve milk quality and safety as some of the future research objectives. This study emphasises the importance of understanding goat milk microbiology to advance dairy science and enhance human health. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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21 pages, 2183 KiB  
Article
Human Papillomavirus-Encoded microRNAs as Regulators of Human Gene Expression in Anal Squamous Cell Carcinoma: A Meta-Transcriptomics Study
by Daniel J. García, Marco A. Pulpillo-Berrocal, José L. Ruiz, Eduardo Andrés-León and Laura C. Terrón-Camero
Non-Coding RNA 2025, 11(3), 43; https://doi.org/10.3390/ncrna11030043 - 9 Jun 2025
Viewed by 582
Abstract
Introduction: Anal squamous cell carcinoma (ASCC) is a rare but increasingly common gastrointestinal malignancy, mainly associated with oncogenic human papillomaviruses (HPVs). The role of non-coding RNAs (ncRNAs) in tumorigenesis is recognized, but the impact of viral ncRNAs on host gene expression remains unclear. [...] Read more.
Introduction: Anal squamous cell carcinoma (ASCC) is a rare but increasingly common gastrointestinal malignancy, mainly associated with oncogenic human papillomaviruses (HPVs). The role of non-coding RNAs (ncRNAs) in tumorigenesis is recognized, but the impact of viral ncRNAs on host gene expression remains unclear. Methods: We re-analyzed total RNA-Seq data from 70 anal biopsies: 31 low-grade squamous intraepithelial lesions (LGSIL), 16 high-grade SIL (HGSIL), and 23 ASCC cases. Microbial composition was assessed taxonomically. Novel viral miRNAs were predicted using vsRNAfinder and linked to host targets using TargetScan and expression correlation analyses. Results: Microbial profiling revealed significant differences in abundance, with Alphapapillomaviruses types 9, 10, and 14 enriched across lesion grades. We identified 90 novel viral miRNAs and 177 significant anti-correlated miRNA–mRNA interactions. Target genes were enriched in pathways related to cell cycle, epithelial–mesenchymal transition, lipid metabolism, immune modulation, and viral replication. Discussion: Our findings suggest that HPV-derived miRNAs, including those from low-risk types, may contribute to neoplastic transformation by modulating host regulatory networks. Conclusion: This study highlights viral miRNAs as potential drivers of HPV-related anal cancer and supports their utility as early biomarkers and therapeutic targets in ASCC. Full article
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22 pages, 3123 KiB  
Article
Multiomics-Based Profiling of the Fecal Microbiome Reveals Potential Disease-Specific Signatures in Pediatric IBD (PIBD)
by Anita H. DeSantis, Kristina Buss, Keaton M. Coker, Brad A. Pasternak, Jinhua Chi, Jeffrey S. Patterson, Haiwei Gu, Peter W. Jurutka and Todd R. Sandrin
Biomolecules 2025, 15(5), 746; https://doi.org/10.3390/biom15050746 - 21 May 2025
Viewed by 927
Abstract
Inflammatory bowel disease (IBD), which includes Crohn’s Disease (CD) and Ulcerative Colitis (UC), is a chronic gastrointestinal (GI) disorder affecting 1 in 100 people in the United States. Pediatric IBD (PIBD) is estimated to impact 15 per 100,000 children in North America. Factors [...] Read more.
Inflammatory bowel disease (IBD), which includes Crohn’s Disease (CD) and Ulcerative Colitis (UC), is a chronic gastrointestinal (GI) disorder affecting 1 in 100 people in the United States. Pediatric IBD (PIBD) is estimated to impact 15 per 100,000 children in North America. Factors such as the gut microbiome (GM), genetic predisposition to the disease, and certain environmental factors are thought to be involved in pathogenesis. However, the pathophysiology of IBD is incompletely understood, and diagnostic biomarkers and effective treatments, particularly for PIBD, are limited. Recent work suggests that these factors may interact to influence disease development, and multiomic approaches have emerged as promising tools to elucidate the pathophysiology. We employed metagenomics, metabolomics- and metatranscriptomics-based approaches to examine the microbiome, its genetic potential, and its activity to identify factors associated with PIBD. Metagenomics-based analyses revealed pathways such as octane oxidation and glycolysis that were differentially expressed in UC patients. Additionally, metatranscriptomics-based analyses suggested enrichment of glycan degradation and two component systems in UC samples as well as protein processing in the endoplasmic reticulum, ribosome, and protein export in CD and UC samples. In addition, metabolomics-based approaches revealed patterns of differentially abundant metabolites between healthy and PIBD individuals. Interestingly, overall microbiome community composition (as measured by alpha and beta diversity indices) did not appear to be associated with PIBD. However, we observed a small number of differentially abundant taxa in UC versus healthy controls, including members of the Classes Gammaproteobacteria and Clostridia as well as members of the Family Rikenellaceae. Accordingly, when identifying potential biomarkers for PIBD, our results suggest that multiomics-based approaches afford enhanced potential to detect putative biomarkers for PIBD compared to microbiome community composition sequence data alone. Full article
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21 pages, 4015 KiB  
Article
Characterizing the Endophytic Microbiome and Microbial Functional Assemblages Associated with Fengtang Plum (Prunus salicina Lindl.) Development and Resistance
by Jiqing Lei, Yinna Shi, Hong Li and Rui Wang
Horticulturae 2025, 11(5), 483; https://doi.org/10.3390/horticulturae11050483 - 30 Apr 2025
Viewed by 444
Abstract
Fengtang plum, a novel cultivar recently developed in China, has gained huge popularity due to its large fruit size, crisp sweetness, distinctive aroma, and notable resistance to brown rot caused by Monilinia spp. To investigate microbial community dynamics during fruit development, we analyzed [...] Read more.
Fengtang plum, a novel cultivar recently developed in China, has gained huge popularity due to its large fruit size, crisp sweetness, distinctive aroma, and notable resistance to brown rot caused by Monilinia spp. To investigate microbial community dynamics during fruit development, we analyzed samples from three phenological stages: fruit-setting (BSP1), veraison (BSP2), and maturity (BSP3). Our results demonstrated stage-specific microbial succession patterns: alpha diversity indices (observed species, ACE, PD_whole_tree) significantly increased at BSP2/BSP3 versus BSP1, accompanied by diverging Shannon index trends between bacteria (progressive enhancement) and fungi (stage-dependent reduction). Bacterial communities maintained Proteobacteria and Firmicutes dominance while accumulating low-abundance species (18.06–61.84%), whereas Ascomycota constituted the persistent fungal phylum with Trichoderma, reaching 95.91% dominance at BSP3. Community differentiation primarily arose from stage-specific bacteria Ralstonia, Brevundimonas, and Limnobacter, and dominant fungi Trichoderma and Cladosporium. Bacterial metabolic shifts were predicted to transition from basic energy production to complex organic/aromatic compound utilization, contrasting with fungal transitions from pathogen–saprophyte competition to saprophytic dominance. While the enrichment of Lactobacillus and Trichoderma during mid-to-late stages may suggest potential associations with aromatic compound production and fungal pathogen resistance, these hypotheses require validation through targeted metabolomics and pathogen challenge experiments. This study elucidates microbial community succession patterns during Fengtang plum development; notably, functional predictions were inferred from 16S/ITS sequencing data rather than direct metagenomic or metatranscriptomic analyses, thus limiting mechanistic interpretations, though future work integrating multi-omics approaches would strengthen functional insights. Full article
(This article belongs to the Section Postharvest Biology, Quality, Safety, and Technology)
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19 pages, 5116 KiB  
Article
Theobroma cacao Virome: Exploring Public RNA-Seq Data for Viral Discovery and Surveillance
by Gabriel Victor Pina Rodrigues, João Pedro Nunes Santos, Lucas Yago Melo Ferreira, Lucas Barbosa de Amorim Conceição, Joel Augusto Moura Porto and Eric Roberto Guimarães Rocha Aguiar
Viruses 2025, 17(5), 624; https://doi.org/10.3390/v17050624 - 26 Apr 2025
Viewed by 658
Abstract
Cocoa (Theobroma cacao L.) is a major agricultural commodity, essential for the global chocolate industry and the livelihoods of millions of farmers. However, viral diseases pose a significant threat to cocoa production, with Badnavirus species causing severe losses in Africa. Despite its [...] Read more.
Cocoa (Theobroma cacao L.) is a major agricultural commodity, essential for the global chocolate industry and the livelihoods of millions of farmers. However, viral diseases pose a significant threat to cocoa production, with Badnavirus species causing severe losses in Africa. Despite its economic importance, the overall virome of T. cacao remains poorly characterized, limiting our understanding of viral diversity and potential disease interactions. This study aims to assess the cocoa-associated virome by analyzing 109 publicly available RNA-seq libraries from nine BioProjects, covering diverse conditions and geographic regions. We implemented a comprehensive bioinformatics pipeline integrating multiple viral sequence enrichment steps, a hybrid assembly strategy using different assemblers, and sequence similarity searches against NCBI non-redundant databases. Our approach identified ten putative novel viruses associated with the cocoa microbiome and a novel Badnavirus species. These findings provide new insights into the viral landscape of T. cacao, characterizing the diversity of cacao-associated viruses and their potential ecological roles. Expanding the catalog of viruses associated with cocoa plants not only enhances our understanding of plant–virus–microbiome interactions but also contributes to the development of more effective disease surveillance and management strategies, ultimately supporting sustainable cocoa production. Full article
(This article belongs to the Section Viruses of Plants, Fungi and Protozoa)
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10 pages, 1638 KiB  
Communication
Optimization of Mapping Tools and Investigation of Ribosomal RNA Influence for Data-Driven Gene Expression Analysis in Complex Microbiomes
by Ryo Mameda and Hidemasa Bono
Microorganisms 2025, 13(5), 995; https://doi.org/10.3390/microorganisms13050995 - 26 Apr 2025
Viewed by 406
Abstract
For gene expression analysis in complex microbiomes, utilizing both metagenomic and metatranscriptomic reads from the same sample enables advanced functional analysis. Due to their diversity, metagenomic contigs are often used as reference sequences instead of complete genomes. However, studies optimizing mapping strategies for [...] Read more.
For gene expression analysis in complex microbiomes, utilizing both metagenomic and metatranscriptomic reads from the same sample enables advanced functional analysis. Due to their diversity, metagenomic contigs are often used as reference sequences instead of complete genomes. However, studies optimizing mapping strategies for both read types remain limited. In addition, although transcripts per million (TPM) is commonly used for normalization, few studies have evaluated the influence of ribosomal RNA (rRNA) in metatranscriptomic reads. This study compared Burrows–Wheeler Aligner–Maximal Exact Match (BWA-MEM) and Bowtie2 as mapping tools for metagenomic contigs. Even after optimizing Bowtie2 parameters, BWA-MEM showed higher efficiency in mapping both metagenomic and metatranscriptomic reads. Further analysis revealed that rRNA sequences contaminate predicted protein-coding regions in metagenomic contigs. When comparing TPM values across samples, contamination by rRNA led to an overestimation of TPM changes. This effect was more pronounced when the difference in rRNA content between samples was larger. These findings suggest that metatranscriptomic reads mapped to rRNA should be excluded before TPM calculations. This study highlights key factors influencing read mapping and quantification in gene expression analysis of complex microbiomes. The findings provide insights for improving analytical accuracy and advancing functional studies using both metagenomic and metatranscriptomic data. Full article
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42 pages, 1014 KiB  
Review
The Gut Mycobiome for Precision Medicine
by Islam El Jaddaoui, Sofia Sehli, Najib Al Idrissi, Youssef Bakri, Lahcen Belyamani and Hassan Ghazal
J. Fungi 2025, 11(4), 279; https://doi.org/10.3390/jof11040279 - 2 Apr 2025
Cited by 2 | Viewed by 1927
Abstract
The human gastrointestinal tract harbors a vast array of microorganisms, which play essential roles in maintaining metabolic balance and immune function. While bacteria dominate the gut microbiome, fungi represent a much smaller, often overlooked fraction. Despite their relatively low abundance, fungi may significantly [...] Read more.
The human gastrointestinal tract harbors a vast array of microorganisms, which play essential roles in maintaining metabolic balance and immune function. While bacteria dominate the gut microbiome, fungi represent a much smaller, often overlooked fraction. Despite their relatively low abundance, fungi may significantly influence both health and disease. Advances in next-generation sequencing, metagenomics, metatranscriptomics, metaproteomics, metabolomics, and computational biology have provided novel opportunities to study the gut mycobiome, shedding light on its composition, functional genes, and metabolite interactions. Emerging evidence links fungal dysbiosis to various diseases, including inflammatory bowel disease, colorectal cancer, metabolic disorders, and neurological conditions. The gut mycobiome also presents a promising avenue for precision medicine, particularly in biomarker discovery, disease diagnostics, and targeted therapeutics. Nonetheless, significant challenges remain in effectively integrating gut mycobiome knowledge into clinical practice. This review examines gut fungal microbiota, highlighting analytical methods, associations with human diseases, and its potential role in precision medicine. It also discusses pathways for clinical translation, particularly in diagnosis and treatment, while addressing key barriers to implementation. Full article
(This article belongs to the Special Issue Gut Mycobiome, 2nd Edition)
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46 pages, 13286 KiB  
Article
Three-Dimensional Structural Heteromorphs of Mating-Type Proteins in Hirsutella sinensis and the Natural Cordyceps sinensis Insect–Fungal Complex
by Xiu-Zhang Li, Yu-Ling Li and Jia-Shi Zhu
J. Fungi 2025, 11(4), 244; https://doi.org/10.3390/jof11040244 - 23 Mar 2025
Viewed by 520
Abstract
The MAT1-1-1 and MAT1-2-1 proteins are essential for the sexual reproduction of Ophiocordyceps sinensis. Although Hirsutella sinensis has been postulated to be the sole anamorph of O. sinensis and to undergo self-fertilization under homothallism or pseudohomothallism, little is known about the three-dimensional [...] Read more.
The MAT1-1-1 and MAT1-2-1 proteins are essential for the sexual reproduction of Ophiocordyceps sinensis. Although Hirsutella sinensis has been postulated to be the sole anamorph of O. sinensis and to undergo self-fertilization under homothallism or pseudohomothallism, little is known about the three-dimensional (3D) structures of the mating proteins in the natural Cordyceps sinensis insect–fungal complex, which is a valuable therapeutic agent in traditional Chinese medicine. However, the alternative splicing and differential occurrence and translation of the MAT1-1-1 and MAT1-2-1 genes have been revealed in H. sinensis, negating the self-fertilization hypothesis but rather suggesting the occurrence of self-sterility under heterothallic or hybrid outcrossing. In this study, the MAT1-1-1 and MAT1-2-1 proteins in 173 H. sinensis strains and wild-type C. sinensis isolates were clustered into six and five clades in the Bayesian clustering trees and belonged to 24 and 21 diverse AlphaFold-predicted 3D structural morphs, respectively. Over three-quarters of the strains/isolates contained either MAT1-1-1 or MAT1-2-1 proteins but not both. The diversity of the heteromorphic 3D structures of the mating proteins suggested functional alterations of the proteins and provided additional evidence supporting the self-sterility hypothesis under heterothallism and hybridization for H. sinensis, Genotype #1 of the 17 genome-independent O. sinensis genotypes. The heteromorphic stereostructures and mutations of the MAT1-1-1 and MAT1-2-1 proteins in the wild-type C. sinensis isolates and natural C. sinensis insect–fungi complex suggest that there are various sources of the mating proteins produced by two or more cooccurring heterospecific fungal species in natural C. sinensis that have been discovered in mycobiotic, molecular, metagenomic, and metatranscriptomic studies, which may inspire future studies on the biochemistry of mating and pheromone receptor proteins and the reproductive physiology of O. sinensis. Full article
(This article belongs to the Special Issue Protein Research in Pathogenic Fungi)
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13 pages, 4817 KiB  
Article
Identification and Characterization of Three Novel Iflaviruses in the Cabbage Whitefly Aleyrodes proletella
by Zhuang-Xin Ye, Guo-Wei Gu, Peng-Peng Ren, Chuan-Xi Zhang, Jun-Min Li, Yan Zhang and Jian-Ping Chen
Insects 2025, 16(4), 335; https://doi.org/10.3390/insects16040335 - 22 Mar 2025
Viewed by 564
Abstract
The cabbage whitefly (A. proletella) (Hemiptera: Aleyrodidae) is a major agricultural pest that primarily targets cruciferous crops, such as cabbage, broccoli, and kale, causing extensive damage through feeding and honeydew. However, its associated virome has received limited research attention. In this [...] Read more.
The cabbage whitefly (A. proletella) (Hemiptera: Aleyrodidae) is a major agricultural pest that primarily targets cruciferous crops, such as cabbage, broccoli, and kale, causing extensive damage through feeding and honeydew. However, its associated virome has received limited research attention. In this study, we collected cabbage whiteflies in Xinjiang Agricultural University (43.80833 N, 87.56778 E, 882.3 m), systematically identified the RNA virome of the A. proletella and successfully identified three novel iflaviruses (Aleyrodes proletella iflavirus 1 (APIV1), Aleyrodes proletella iflavirus 2 (APIV2) and Aleyrodes proletella iflavirus 3 (APIV3)). APIV1–3 all have a 5′ structural protein region and a 3’ non-structural protein region. Phylogenetic and sequence identity analyses suggest that APIV1–3 are novel members of the family Iflaviridae. Structural modeling using AlphaFold3 revealed a conserved protein core region and a variable outer loop region. This study provides valuable insights into the virome diversity of A. proletella, establishing a foundation for future research on virus–host interactions and the potential for biocontrol applications in sustainable agriculture. Full article
(This article belongs to the Section Insect Behavior and Pathology)
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