Category Archives: Phages and viruses

April 12, 2024

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Today’s digest features human gut microbiome studies on dietary fiber and fasting glucose, ocean microbiome, pangenome approaches, and more.

See you at #MVIF!

Oral microbiome

Saliva sampling method influences oral microbiome composition and taxa distribution associated with oral diseases – Cristian Roca – PlosOne

Gut microbiome

Changes in the intestinal microbiota of individuals with non-alcoholic fatty liver disease based on sequencing: An updated systematic review and meta-analysis – Wenpin Cai – PlosOne

Gut microbiota differences in stunted and normal-lenght children aged 36–45 months in East Nusa Tenggara, Indonesia – Ingrid S. Surono – PlosOne

Integrating research on bacterial pathogens and commensals to fight infections—an ecological perspective – Lisa Maier – The Lancet Microbe

Recommendations for the Use of Dietary Fiber to Improve Blood Pressure Control – Hamdi A. Jama – Hypertension

Review: Prebiotic selection influencing inflammatory bowel disease treatment outcomes: a review of the preclinical and clinical evidence – Amin Ariaee – eGastroenterology

Overcoming donor variability and risks associated with fecal microbiota transplants through bacteriophage-mediated treatments – Torben Soelbeck Rasmussen – bioRxiv

Continuous glucose monitoring and intrapersonal variability in fasting glucose – Smadar Shilo – Nature Medicine

Animal microbiome

Intestinal microbiome profiles in broiler chickens raised without antibiotics exhibit altered microbiome dynamics relative to conventionally raised chickens – Seyed Hossien Kairmi – PlosOne

Microbial signatures and enterotype clusters in fattening pigs: implications for nitrogen utilization efficiency – Naomi Sarpong – Frontiers in Microbiology

A genome-centric view of the role of the Acropora kenti microbiome in coral health and resilience – Lauren F. Messer – Nature Communications

Varied microbial community assembly and specialization patterns driven by early life microbiome perturbation and modulation in young ruminants – Zhe Pan – ISME Communications

Ocean microbiome

Decoding populations in the ocean microbiome – Ramiro Logares – Microbiome

Bioinformatics

High-resolution Profiling of Bacterial and Fungal Communities using Pangenome-Informed Taxon-Specific Long-Read Amplicons – Luzia Stalder – bioRxiv

CELEBRIMBOR: Pangenomes from metagenomes – Joel Hellewell – bioRxiv

April 10, 2024

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Good morning microbiome enthusiasts! Today’s MD is on the shorter side but we still have some really interesting articles picked out for you to peruse – including a microbiome-sparing targeted P. aeruginosa compound, effective probiotics for restoring a healthy coral microbiome, and a study characterizing the microbiome of metastatic cancers in over 4,000 biopsies. Plus, don’t forget that April’s Microbiome Virtual International Forum is happening next week!

Human Microbiome

Longitudinal multi-omics analysis uncovers the altered landscape of gut microbiota and plasma metabolome in response to high altitude – Yang Han et al – BMC Microbiome

Illuminating microflora: shedding light on the potential of blue light to modulate the cutaneous microbiome – Hannah J Serrage et al – Frontiers in Cellular and Infection Microbiology

Evolutionary investigations of the biosynthetic diversity in the skin microbiome using lsaBGC – Rauf Salamzade et al – Microbial Genomics

A pan-cancer analysis of the microbiome in metastatic cancer – Thomas Battaglia et al – Cell

A Lacticaseibacillus rhamnosus secretome induces immunoregulatory transcriptional, functional and immunometabolic signatures in human THP-1 monocytes – Michael P. Jeffrey et al – Nature Scientific Reports

The oral cavity and intestinal microbiome in children with functional constipation – Monika Kwiatkowska et al – Nature Scientific Reports

Characterization of the gut bacterial and viral microbiota in latent autoimmune diabetes in adults – Casper S. Poulsen et al – Nature Scientific Reports

Colonization during a key developmental window reveals microbiota-dependent shifts in growth and immunity during undernutrition – Yadeliz A. Serrano Matos et al – BMC Microbiome

Animal models

Dermal injury drives a skin to gut axis that disrupts the intestinal microbiome and intestinal immune homeostasis in mice – Tatsuya Dokoshi et al – Nature Communications

A folate inhibitor exploits metabolic differences in Pseudomonas aeruginosa for narrow-spectrum targeting – Connor Chain et al – Nature Microbiology

Animal microbiome

A genome-centric view of the role of the Acropora kenti microbiome in coral health and resilience – Lauren F. Messer et al – Nature Communications

Probiotics reshape the coral microbiome in situ without detectable off-target effects in the surrounding environment – Nathalia Delgadillo-Ordoñez et al – Nature Communications Biology

Substantial viral diversity in bats and rodents from East Africa: insights into evolution, recombination, and cocirculation – Daxi Wang et al – BMC Microbiome

Plant, root & soil microbiome

Root volatiles manipulate bacterial biofilms – Waseem Raza & Gaofei Jiang – Nature Ecology & Evolution

Analysis of endophytic bacterial diversity in seeds of different genotypes of cotton and the suppression of Verticillium wilt pathogen infection by a synthetic microbial community – Chong-Die Wu et al – BMC Plant Biology

Bioinformatics & tools

Holomics – a user-friendly R shiny application for multi-omics data integration and analysis – Katharina Munk et al – BMC Bioinformatics

March 6, 2024

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Vaginal Microbiome

Modeling Healthy and Dysbiotic Vaginal Microenvironments in a Human Vagina-on-a-Chip – Aakanksha Gulati et al – JoVE Bioengineering

Cancer microbiome

Multi-omics analysis elucidates the relationship between intratumor microbiome and host immune heterogeneity in breast cancer – Jia Li et al – Microbiology Spectrum

Human gut microbiome

Protein combined with certain dietary fibers increases butyrate production in gut microbiota fermentation – Rachel Jackson et al – Food & Function

A human milk oligosaccharide prevents intestinal inflammation in adulthood via modulating gut microbial metabolism – Kasey M. Schalich et al – mBio

Taxonomic and metabolic development of the human gut microbiome across life stages: a worldwide metagenomic investigation – Leonardo Mancabelli et al – mSystems

Cadaver microbiome

Decomposer communities are universal in death – Michael S. Strickland – Nature Microbiology

Animal microbiome

The coral microbiome in sickness, in health and in a changing world – Christian R. Voolstra et al – Nature Reviews Microbiology

The effects of hydrolyzed protein on macronutrient digestibility, fecal metabolites and microbiota, oxidative stress and inflammatory biomarkers, and skin and coat quality in adult dogs – Clare Hsu et al – Journal of Animal Science

Host starvation and in hospite degradation of algal symbionts shape the heat stress response of the Cassiopea-Symbiodiniaceae symbiosis – Gaëlle Toullec et al – BMC Microbiome

An engineered bacterial symbiont allows noninvasive biosensing of the honey bee gut environment – Audam Chhun et al – PLOS Biology

From phyllosphere to insect cuticles: silkworms gather antifungal bacteria from mulberry leaves to battle fungal parasite attacks – Pengfei Zhao et al – BMC Microbiome

Phages and viruses

Discovery and characterization of novel DNA viruses in Apis mellifera: expanding the honey bee virome through metagenomic analysis – Dominika Kadlečková et al – mSystems

Taxonomic difference in marine bloom-forming phytoplanktonic species affects the dynamics of both bloom-responding prokaryotes and prokaryotic viruses – Hiroaki Takebe et al – mSystems

Plant, root, and soil microbiome

Microbiome sequencing revealed the abundance of uncultured bacteria in the Phatthalung sago palm-growing soil – Pumin Nutaratat et al – PLOS ONE

The rhizosphere microbiome reduces the uptake of arsenic and tungsten by Blechnum orientale by increasing nutrient cycling in historical tungsten mining area soils – Xiaolong Lan et al – Science of the Total Environment

Non-Microbiology/Science Communication

[PREPRINT] Sci-comm “behind the scenes”: Gendered narratives of scientific outreach activities in the life sciences – Perry G. Beasley-Hall et al – bioRxiv

February 28, 2024

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Human gut microbiome

Distinct intestinal microbial signatures linked to accelerated systemic and intestinal biological aging – Shalini Singh – BMC Microbiome

Safety, feasibility, and impact on the gut microbiome of kefir administration in critically ill adults – Vinod K. Gupta – BMC Medicine

Dissecting Gut-Microbial Community Interactions using a Gut Microbiome-on-a-Chip – Jeeyon Lee – Advanced Science

Animal experiments

CRB1-associated retinal degeneration is dependent on bacterial translocation from the gut – Shanzhen Peng – Cell

Amino acid formula induces microbiota dysbiosis and depressive-like behavior in mice – Ji Hu – Cell Reports

Bacteroides fragilis aggravates high-fat diet-induced non-alcoholic fatty liver disease by regulating lipid metabolism and remodeling gut microbiota – Yumei Huang – Microbiology Spectrum

Animal microbiome

Gut microbiota modulation enhances the immune capacity of lizards under climate warming – Jing Yang – BMC Microbiome

Gut microbiota contribute to variations in honey bee foraging intensity – Cassondra L Vernier – ISME Journal

Virome diversity shaped by genetic evolution and ecological landscape of Haemaphysalis longicornis – Run-Ze Ye – BMC Microbiome

Multi-omics reveal mechanisms of high enteral starch diet mediated colonic dysbiosis via microbiome-host interactions in young ruminant – Chunjia Jin – BMC Microbiome

Plant, root, and soil microbiome

[PREPRINT] Cover Crop Root Exudates Impact Soil Microbiome Functional Trajectories in Agricultural Soils – Valerie A Seitz – Research Square

Stronger compensatory thermal adaptation of soil microbial respiration with higher substrate availability – Lingrui Qu – ISME Journal

Built environment

Effects of operational parameters on bacterial communities in Hong Kong and global wastewater treatment plants – Yulin Zhang – mSystems

Water and extremophile microbiome

Novel functional insights into the microbiome inhabiting marine plastic debris: critical considerations to counteract the challenges of thin biofilms using multi-omics and comparative metaproteomics – Lauren F. Messer – BMC Microbiome

Particle-attached bacteria act as gatekeepers in the decomposition of complex phytoplankton polysaccharides – Feng-Qing Wang – BMC Microbiome

Dynamics of Gut Bacteria Across Different Zooplankton Genera in the Baltic Sea – Tianshuo Zu – Microbial Ecology

Beneficial microbes

[PREPRINT] Enhancing Recovery from Gut Microbiome Dysbiosis and Alleviating DSS-Induced Colitis in Mice with a Consortium of Rare Short-Chain Fatty Acid-Producing Bacteria – Achuthan Ambat – bioRxiv

Neuroprotective Effects of Bifidobacterium animalis subsp. lactis NJ241 in a Mouse Model of Parkinson’s Disease: Implications for Gut Microbiota and PGC-1α – Yuxuan Dong – Molecular Neurobiology

February 23, 2024

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Today’s digest features the MetaPhlAn v4.1 & viral module, early life gut microbiome and diabetes, human milk oligosaccharides study, and more.

NEWS
MVIF has launched their crowdfunding campaign https://www.gofundme.com/f/me-mvif

See you at #MVIF next week!

Oral microbiome

Favorable subgingival plaque microbiome shifts are associated with clinical treatment for peri-implant diseases – Davide Bazzani – npj Biofilms and Microbiomes

Nasal microbiome

Nasal commensals reduce Staphylococcus aureus proliferation by restricting siderophore availability – Y Zhao – bioRxiv

Semen microbiome

Characterisation and comparison of semen microbiota and sperm function in men with infertility, recurrent miscarriage, or proven fertility – Shahriar Mowla – bioRxiv

Gut microbiome

CRISPR-Cas-based identification of a sialylated human milk oligosaccharides utilization cluster in the infant gut commensal Bacteroides dorei – Sivan Kijner – Nature Communications

Microbiome features associated with performance measures in athletic and non-athletic individuals: A case-control study – Kinga Humińska-Lisowska – Plos One

The impact of iron supplementation on the preterm neonatal gut microbiome: A pilot study – Matthew VanOrmer – Plos One

Early-life exposures to specific commensal microbes prevent type 1 diabetes – Jamal Green – bioRxiv

Insights into gut microbiomes in stem cell transplantation by comprehensive shotgun long-read sequencing – Philipp Spohr – Scientific Reports

Donor-recipient intermicrobial interactions impact transfer of subspecies and fecal microbiota transplantation outcome – Qiyi Chen – Cell Host & Microbe

Animal experiment

The gut ileal mucosal virome is disturbed in patients with Crohn’s disease and exacerbates intestinal inflammation in mice – Zhirui Cao – Nature Communications

Animal microbiome

Gut microbiome diversity and function during hibernation and spring emergence in an aquatic frog – Ji-Eun Lee – Plos One

Unraveling the gut microbiota of Tibetan chickens: insights into highland adaptation and ecological advantages – Tao Zeng – bioRxiv

Water microbiome

A difficult coexistence: resolving the iron-induced nitrification delay in groundwater filters – Francesc Corbera-Rubio – bioRxiv

Human virome

Discovering and exploring the hidden diversity of human gut viruses using highly enriched virome samples – Moreno Zolfo – bioRxiv

February 21, 2024

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Human nasal microbiome

[PREPRINT]Nasal commensals reduce Staphylococcus aureus proliferation by restricting siderophore availability – Zhao et al. – bioRxiv

Human oral microbiome

Favorable subgingival plaque microbiome shifts are associated with clinical treatment for peri-implant diseases – Bazzani et al. – npj Biofilms and Microbiomes

Human gut microbiome

Horizontal gene transfer after faecal microbiota transplantation in adolescents with obesity – Behling et al. – Microbiome

Animal microbiome

Psychological stress-induced microbial metabolite indole-3-acetate disrupts intestinal cell lineage commitment – Wei et al. – Cell Metabolism

Gut microbiota contributes to bisphenol A-induced maternal intestinal and placental apoptosis, oxidative stress, and fetal growth restriction in pregnant ewe model by regulating gut-placental axis – Zhang et al. – Microbiome

Water and extremophile microbiome (sea, rivers, lakes, glaciers, permafrost, high-salt)

Novel insights into the rhizosphere and seawater microbiome of Zostera marina in diverse mariculture zones – Sun et al. – Microbiome

Alteration of bacterial community composition in the sediments of an urban artificial river caused by sewage discharge – Li et al. – PeerJ

The exometabolome of microbial communities inhabiting bare ice surfaces on the southern Greenland Ice Sheet – Doting et al. – Environmental Microbiology

Searching for microbial contribution to micritization of shallow marine sediments – Garuglieri et al. – Environmental Microbiology

Food microbiology

Unveiling the microbial communities and metabolic pathways of Keem, a traditional starter culture, through whole-genome sequencing – Rana et al. – Scientific Reports

Phages and viruses

[PREPRINT]Fecal Virome Transplantation (FVT) from healthy humans remodels the gut bacteriome and virome and reduces metabolic syndrome in mice – Cervantes-Echeverría et al. – bioRxiv

[PREPRINT]Discovering and exploring the hidden diversity of human gut viruses using highly enriched virome samples – Zolfo et al. – bioRxiv

Microbes in the news (popular press, EurekAlert, ScienceDaily, Youtube, NPR, etc)

Why addressing how our brain and our gut talk to each other matter for IBS – Gut microbiota for health

January 31, 2024

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General microbiome

Finding Candida auris in public metagenomic repositories – Mario-Vasquez et al. – PLOS One

Pregnancy and early life

A pilot study of fecal pH and redox as functional markers in the premature infant gut microbiome – Letourneau et al. – PLOS One

[PREPRINT]Assembly, stability, and dynamics of the infant gut microbiome are linked to bacterial strains and functions in mother’s milk – Allert et al. – bioRxiv

Human nasal microbiome

A genome-wide association study reveals the relationship between human genetic variation and the nasal microbiome – Liu et al. – Communications Biology

Human gut microbiome

Differential peripheral immune signatures elicited by vegan versus ketogenic diets in humans – Link et al. – Nature Medicine

Metagenomic analyses of 7000 to 5500 years old coprolites excavated from the Torihama shell-mound site in the Japanese archipelago – Nishimura et al. – PLOS One

[PREPRINT]Unravelling the ancient fungal DNA from the Iceman’s gut – Oskolkov et al. – bioRxiv

Animal experiments (mouse/rat experiments, chickens/pigs on different diets)

Streptococcus anginosus promotes gastric inflammation, atrophy, and tumorigenesis in mice – Fu et al. – Cell

Gut complement induced by the microbiota combats pathogens and spares commensals – Wu et al. – Cell

Complement in breast milk modifies offspring gut microbiota to promote infant health – Xu et al. – Cell

Antidiabetic effects and mechanism of γ-polyglutamic acid on type II diabetes mice – Li et al. – International Journal of Biological Macromolecules

Bacterial microbiome associated with cigarette beetle Lasioderma serricorne (F.) and its microbial plasticity in relation to diet sources – Srinivasan et al. – PLOS One

Animal microbiome (for animals in the wild)

Metagenomics reveals the temporal dynamics of the rumen resistome and microbiome in goat kids – Chai et al. – Microbiome

[PREPRINT]Thermal fluctuations independently modulate physiological plasticity and the dynamics of the gut microbiome in a tropical rocky shore oyster – Arromrak et al. – bioRxiv

[PREPRINT]Diversity and structure of the deep-sea sponge microbiome in the equatorial Atlantic Ocean – Williams et al. – bioRxiv

Plant, root, and soil microbiome

[PREPRINT]Temporal and spatial dynamics within the fungal microbiome of grape fermentation – Onetto et al. – bioRxiv

Water and extremophile microbiome (sea, rivers, lakes, glaciers, permafrost, high-salt)

Autotrophic biofilms sustained by deeply sourced groundwater host diverse bacteria implicated in sulfur and hydrogen metabolism – Valentin-Alvarado et al. – Microbiome

Phages and viruses

[PREPRINT]Viroid-like colonists of human microbiomes – Zheludev et al. – bioRxiv

Bioinformatics

[PREPRINT]DeepGOMeta: Predicting functions for microbes – Hoehndorf et al. – bioRxiv

[PREPRINT]Predicting microbial genome-scale metabolic networks directly from 16S rRNA gene sequences – Øyås et al. – bioRxiv

Techniques

[REVIEW]Unraveling metagenomics through long-read sequencing: a comprehensive review – Kim et al. – Journal of Translational Medicine

Microbes in the news

Non-prescription therapeutics for IBS: where are we? – Costantino – Gut Microbiota for Health by ESNM

January 24, 2024

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Human gut microbiome

[REVIEW]Crosstalk between gut microbiome and neuroinflammation in pathogenesis of HIV-associated neurocognitive disorder – Chen et al. – Journal of the Neurological Sciences

Purified diet affects intestinal epithelial proliferation and barrier functions through gut microbial alterations – Shiratori et al. – International Immunology

[PREPRINT]Gut environmental factors explain variations in the gut microbiome composition and metabolism within and between healthy adults – Prochazkova et al. – bioRxiv

Causal relationship between gut microbiota and gastrointestinal diseases: a mendelian randomization study – Wu et al. – Journal of Translational Medicine

Animal experiments (mouse/rat experiments, chickens/pigs on different diets)

Psychological stress-induced microbial metabolite indole-3-acetate disrupts intestinal cell lineage commitment – Wei et al. – Cell Metabolism

Animal microbiome (for animals in the wild)

[PREPRINT]Effect of composting and storage on the microbiome and resistome of cattle manure from a commercial dairy farm in Poland – Zalewska et al. – bioRxiv

Assessing the microbiota of the snail intermediate host of trematodes, Galba truncatula – McCann et al. – Parasites & Vectors

Plant, root, and soil microbiome

Host genotype, soil composition, and geo-climatic factors shape the fonio seed microbiome – Tabassum et al. – Microbiome

A tripartite bacterial-fungal-plant symbiosis in the mycorrhiza-shaped microbiome drives plant growth and mycorrhization – Zhang et al. – Microbiome

Built environment (subways, indoor surfaces)

[PREPRINT]Identification and classification of the genomes of novel Microviruses in a poultry slaughterhouse – Xie et al. – bioRxiv

Bioinformatics

[PREPRINT]iVirP: An integrative, efficient, and user-friendly pipeline to annotate viral contigs from raw reads of metagenome or VLP sequencing – Li, Jiao and liang – bioRxiv

[PREPRINT]Microbiome-based correction for random errors in nutrient profiles derived from self-reported dietary assessments – Wang et al. – bioRxiv

Techniques

[PREPRINT]MicroFisher: Fungal taxonomic classification for metatranscriptomic and metagenomic data using multiple short hypervariable markers – Wang et al. – bioRxiv

Microbes in the news

How does chronic stress harm the gut? New clues emerge – Kozlov – Nature

December 15, 2023

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Today’s digest features house mice gut microbiome, infant gut DNA bacteriophage strain persistence, maternal gut microbiome in pregnancy, and more.

Do not miss Francine Marques’s opinion on rethinking culture to unlock the potential of research.

See you at #MVIF next week!

Respiratory microbiome

Review: Winds of change a tale of: asthma and microbiome – David Galeana-Cadena – Frontiers in Microbiology

Gut microbiome

Review: The maternal gut microbiome in pregnancy: implications for the developing immune system – Omry Koren – Nature Reviews Gastroenterology & Hepatology

Bioactive glycans in a microbiome-directed food for children with malnutrition – Matthew C. Hibberd – Nature

Shotgun metagenomics reveals interkingdom association between intestinal bacteria and fungi involving competition for nutrients – Zixuan Xie – Microbiome

Gut microbiota-related metabolite alpha-linolenic acid mitigates intestinal inflammation induced by oral infection with Toxoplasma gondii – Jing Yang – Microbiome

Fiber-deficient diet inhibits colitis through the regulation of the niche and metabolism of a gut pathobiont – Peter Kuffa – Cell Host & Microbe

Animal microbiome

Subspecies divergence, hybridisation and the spatial environment shape phylosymbiosis in the microbiome of house mice – Susana C. M. Ferreira – bioRxiv

Turnover of strain-level diversity modulates functional traits in the honeybee gut microbiome between nurses and foragers – Gilles L. C. Baud – Genome Biology

Seasonal and environmental factors contribute to the variation in the gut microbiome: a large-scale study of a small bird – Martta Liukkonen – bioRxiv

Plant-Root-Soil microbiome

Genome-resolved metatranscriptomics reveals conserved root colonization determinants in a synthetic microbiota – Nathan Vannier – Nature Communications

Virome

Infant gut DNA bacteriophage strain persistence during the first 3 years of life – Yue Clare Lou – Cell Host & Microbe

Techniques

High-throughput anaerobic screening for identifying compounds acting against gut bacteria in monocultures or communities – Patrick Müller – Nature Protocols

Bioinformatics

MAGqual: A standalone pipeline to assess the quality of metagenome-assembled genomes – James P.J. Chong – bioRxiv

October 18, 2023

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Human gut microbiome

Association between gut microbiota and influenza: a bidirectional two-sample mendelian randomization study – Xu et al. – BMC Infectious Diseases

Animal experiments (mouse/rat experiments, chickens/pigs on different diets)

LACC1 regulates changes in the intestinal flora in a mouse model of inflammatory bowel disease – Xu & Wang – BMC Gastroenterology

Animal microbiome (for animals in the wild)

[PREPRINT]Sex-specific gut bacteria manipulation impacts offspring production in the honeybee parasite small hive beetle, Aethina tumida Murray – Biswas et al. – bioRxiv

Selective enrichment of founding reproductive microbiomes allows extensive vertical transmission in a fungus-farming termite – Sinotte et al. – Proc. R. Soc. B

Microbiome variations among age classes and diets of captive Asian elephants (Elephas maximus) in Thailand using full-length 16S rRNA nanopore sequencing – Klinsawat et al. – Scientific Reports

Temporal and spatial variations in body mass and thermogenic capacity associated with alterations in the gut microbiota and host transcriptome in mammalian herbivores – Ren et al. – Science of The Total Environment

Water and extremophile microbiome (sea, rivers, lakes, glaciers, permafrost, high-salt)

Metagenome sequencing and recovery of 444 metagenome-assembled genomes from the biofloc aquaculture system – Rajeev et al. – Scientific Data

Net-spinning caddisflies create denitrifier-enriched niches in the stream microbiome – Bertagnolli et al. – ISME Communications

Parasites, Phages and viruses

Effects of heat tolerance on the gut microbiota of Sarcophaga peregrina (Diptera: Sarcophagidae) and impacts on the life history traits – Ren et al. – Parasites & Vectors

Bioinformatics / Techniques

[PREPRINT]Comprehensive Identification of Pathogenic Microbes and Antimicrobial Resistance Genes in Food Products Using Nanopore Sequencing-Based Metagenomics – Wing-Tung et al. – bioRxiv

Causal inference on microbiome-metabolome relations in observational host-microbiome data via in silico in vivo association pattern analyses – Hertel et al. – Cell Reports Methods

Rank selection for non-negative matrix factorization – Cai, Gu & Kenney