Category Archives: Animal experiments

July 5, 2022

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Highlights!

A volatile from the skin microbiota of flavivirus-infected hosts promotes mosquito attractiveness – Hong Zhang – Cell → The production of acetophenone, a potent attractant for mosquitoes, is induced by Flavivirus by a microbiota-based mechanism. This finding shows an interesting example of the interplay between certain viral agents and the microbiota to influence host susceptibility to interact with other species. 

Human and General Microbiome

Dynamic Alterations in the Respiratory Tract Microbiota of Patients with COVID-19 and its Association with Microbiota in the Gut – Yifei Shen – Advanced Science

Interaction of n-3 polyunsaturated fatty acids with host CD36 genetic variant for gut microbiome and blood lipids in human cohorts – Zelei Miao – Clinical Nutrition 

A weight-loss model based on baseline microbiota and genetic scores for selection of dietary treatments in overweight and obese population – Amanda Cuevas-Sierra – Clinical Nutrition

Beneficial Microbes and Compounds

Restoration of cefixime-induced gut microbiota changes by a prebiotic blend in a mouse model – Jingyi Yuan – Applied Microbiology and Biotechnology

A synbiotics, long chain polyunsaturated fatty acids, and milk fat globule membranes supplemented formula modulates microbiota maturation and neurodevelopment – Tomás Cerdó – Clinical Nutrition

Animal Model Microbiome

Multi-omics data reveals the disturbance of glycerophospholipid metabolism caused by disordered gut microbiota in depressed mice – Tian Tian – Journal of Advanced Research

C-section increases cecal abundance of the archetypal bile acid and glucocorticoid modifying Lachnoclostridium [clostridium] scindens in mice – Sean H Adams – Physiological Reports

A single respiratory tract infection early in life reroutes healthy microbiome development and affects adult metabolism in a preclinical animal model – Soner Yildiz – NPJ Biofilms and Microbiomes

Non-Model Animal Microbiome

Microbiota mediated plasticity promotes thermal adaptation in the sea anemone Nematostella vectensis – Laura Baldassarre – Nature Communications

Dysbiosis and Predicted Functions of the Dental Biofilm of Dairy Goats with Periodontitis – Ana Carolina Borsanelli – Microbial Ecology

Houseflies harbor less diverse microbiota under laboratory conditions but maintain a consistent set of host-associated bacteria – Anna Voulgari-Kokota – Scientific Reports

Plant and Soil Microbiome

Salinity Influences Endophytic Bacterial Communities in Rice Roots from the Indian Sundarban Area – Gargi Das – Current Microbiology

Routes and rates of bacterial dispersal impact surface soil microbiome composition and functioning – Kendra E Walters – The ISME Journal

Leaf bacterial microbiota response to flooding is controlled by plant phenology in wheat (Triticum aestivum L.) – Davide Francioli – Scientific Reports

Bioinformatics and Microbiome Analysis

MB-SupCon: Microbiome-based predictive models via Supervised Contrastive Learning – Sen Yang – Journal of Molecular Biology

July 1, 2022

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We made it to the end of the week, we made it through the end of June. To celebrate, check out the two (!) articles about the pig gut microbiome, try out a new tool for network analysis (MicNet Toolbox), or enjoy an NPR Short Waves podcast episode about Agar Art. Or maybe you’re spending the afternoon preparing a research talk or fieldwork event? If that’s the case, check out the article presenting 10 rules for improving communication among scientists or the one on the hidden labor of managing threats to safety by women in fieldwork.

General microbiome

Assessment of disinfectant efficacy in reducing microbial growth – Alajlan et al. – PLOS One

Animal experiments

Metagenomic analysis of the gut microbiota in piglets either challenged or not with enterotoxigenic Escherichia coli reveals beneficial effects of probiotics on microbiome composition, resistome, digestive function and oxidative stress responses – Apiwatsiri et al. – PLOS One

Phylogenetic diversity analysis of shotgun metagenomic reads describes gut microbiome development and treatment effects in the post-weaned pig – Gaio et al. – PLOS One

Preprint: Using axenic and gnotobiotic insects to examine the role of different microbes on the development and reproduction of the kissing bug Rhodnius prolixus (Hemiptera: Reduviidae) – Gilliland et al. – bioRxiv

Bioinformatics

MicNet toolbox: Visualizing and unraveling a microbial network – Favila et al. – PLOS One
Techniques

Evaluating the impact of sample storage, handling, and technical ability on the decay and recovery of SARS-CoV-2 in wastewater – Beattie et al. – PLOS One

Microbes in the news

NPR’s Short Wave Podcast: Let’s Get Crafty With Agar Art (11 minute episode)!

Science, publishing, and career

Ten simple rules for improving communication among scientists – Bautista et al. – PLOS Computational Biology

You can’t report your feelings: The hidden labor of managing threats to safety by women in global public health fieldwork – McAuliffe et al. – PLOS Global Public Health

June 29, 2022

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General microbiome

Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station – Urbaniak et al. – Microbiome

Engineering the human gut commensal Bacteroides thetaiotaomicron with synthetic biology – Lai, Hayashi & Lu – Current Opinion in Chemical Biology

Factors shaping the abundance and diversity of the gut archaeome across the animal kingdom – Thomas et al. – Nature Communications

Human oral microbiome

Increase in Bifidobacterium is a characteristic of the difference in the salivary microbiota of pregnant and non-pregnant women – Kato et al. – BMC Oral Health

Human urinary microbiome

Concordance of Urinary Microbiota Detected by 16S rRNA Amplicon Sequencing Versus Expanded Quantitative Urine Culture – Vaughan et al. – American Journal of Obstetrics and Gynecology

Human gut microbiome

Dietary variety relates to gut microbiota diversity and abundance in humans – Huang et al. – European Journal of Nutrition

The gut microbiota composition in patients with right- and left-sided colorectal cancer and after curative colectomy, as analyzed by 16S rRNA gene amplicon sequencing – Suga et al. – BMC Gastroenterology

Long-Term Dietary Effects on Human Gut Microbiota Composition Employing Shotgun Metagenomics Data Analysis – Troci et al. – Molecular Nutrition & Food Research

Functional changes of the gastric bypass microbiota reactivate thermogenic adipose tissue and systemic glucose control via intestinal FXR-TGR5 crosstalk in diet-induced obesity – Münzker et al. – Microbiome

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

Perinatal transmission of a probiotic Bifidobacterium strain protects against early life stress-induced mood and gastrointestinal motility disorders – Zhu et al. – Food & Function

Leveraging Existing 16SrRNA Microbial Data to Define a Composite Biomarker for Autism Spectrum Disorder – Xu et al. – Microbiology Spectrum

Animal microbiome (for animals in the wild)

Gut microbiome of century-old snail specimens stable across time in preservation – Chalifour, Elder & Li – Microbiome

Plant, root, and soil microbiome

Soil-derived bacteria endow Camellia weevil with more ability to resist plant chemical defense – Zhang et al. – Microbiome

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

A genome and gene catalog of glacier microbiomes – Liu et al. – Nature Biotechnology

Bioinformatics / Data

Large Scale Genome-Centric Metagenomic Data from the Gut Microbiome of Food-Producing Animals and Humans – Lemos et al. – Scientific Data

Research Note: Choice of microbiota database affects data analysis and interpretation in chicken cecal microbiota – Campos et al. – Poultry Science

[PREPRINT]Predicting metabolomic profiles from microbial composition through neural ordinary differential equations – Wang et al. – bioRxiv

June 24, 2022

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Today we have a report in Science on bacterium which is 1cm long, a great review of the gut virome in human health, and a meta-analysis of mycobiota signatures in colorectcal cancer among some other great papers.

General microbiology

A centimeter-long bacterium with DNA contained in metabolically active, membrane-bound organelles – Volland et al. – Science

Virome

Filamentous bacteriophage delays healing of Pseudomonas-infected wounds – Bach et al. – Cell Reports Medicine

[REVIEW] The gut virome: A new microbiome component in health and disease – Cao et al. – eBioMedicine

Gut Microbiome

Presence of Blastocystis in gut microbiota is associated with cognitive traits and decreased executive function – Mayneris-Perxachs et al. – ISME

Altered mycobiota signatures and enriched pathogenic Aspergillus rambellii are associated with colorectal cancer based on multi-cohort fecal metagenomic analyses – Lin et al. – Gastroenterology

[REVIEW] Small molecules in the big picture of gut microbiome-host cross-talk – Ma et al. – eBioMedicine

Maternal gut microbiome–induced IgG regulates neonatal gut microbiome and immunity – Sanidad et al. – Science Immunology

Non-Microbiome picks

Time for better time-restricted eating trials to lessen the burden of metabolic diseases – Taub and Panda – Cell Reports Medicine

What SARS-CoV-2 does to our brains – Aschman et al. – Immunity

June 22, 2022

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General microbiome

A 16th century Escherichia coli draft genome associated with an opportunistic bile infection – Long et al. – Communications Biology

Pregnancy and early life

[PREPRINT]Strong pathogen competition in neonatal gut colonisation – Mäklin et al. – bioRxiv

Human skin microbiome

Dysbiosis of Skin Microbiota with Increased Fungal Diversity is Associated with Severity of Disease in Atopic Dermatitis – Schmid et al. – JEADV

Human gut microbiome

Loss of Novel Diversity in Human Gut Microbiota Associated with Ongoing Urbanization in China – Sun et al. – mSystems

A comprehensive analysis of the microbiota composition and host driver gene mutations in colorectal cancer – Yuan et al. – Investigational New Drugs

[REVIEW]Vegetarianism, Microbiota and Cardiovascular health: Looking back, and forward – Kumar et al. – European Journal of Preventive Cardiology

[REVIEW]Effects of a low FODMAP diet on the colonic microbiome in irritable bowel syndrome: a systematic review with meta-analysis – So, Loughman & Staudacher – The American Journal of Clinical Nutrition

Profiling gut microbiota and bile acid metabolism in critically ill children – Kean et al. – Scientific Reports

Super-taxon in human microbiome are identified to be associated with colorectal cancer – Dai et al. – BMC Bioinformatics

The gut metagenomics and metabolomics signature in patients with inflammatory bowel disease – Xu et al. – Gut Pathogenes

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

Immune checkpoint inhibitors unleash pathogenic immune responses against the microbiota – Hu et al. – PNAS

Deletion of both Dectin-1 and Dectin-2 affects the bacterial but not fungal gut microbiota and susceptibility to colitis in mice – Wang et al. – Microbiome

Animal microbiome (for animals in the wild)

Fecal microbiome of horses transitioning between warm-season and cool-season grass pasture within integrated rotational grazing systems – Weinert-Nelson, Biddle & Williams – Animal Microbiome

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

Full-Length 16S rRNA Gene Sequences from Raw Sewage Samples Spanning Geographic and Seasonal Gradients in Conveyance Systems across the United States – LaMartina, Schmoldt & Newton – Microbiology Resource Announcements

Techniques

SRS-FISH: A high-throughput platform linking microbiome metabolism to identity at the single-cell level – Ge et al. – PNAS

June 18, 2022

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Have a nice weekend! Today, in this Digest: The effect of the gut dysbiosis on prostate cancer, microbial inheritance, bee microbiome, rhizosphere microbiota, a comparison of DNA isolation techniques for deep amplicon sequencing, and more…

Human and General Microbiome

Gut dysbiosis promotes prostate cancer progression and docetaxel resistance via activating NF-κB-IL6-STAT3 axis – Weibo Zhong – Microbiome

On the effect of inheritance of microbes in commensal microbiomes – Román Zapién-Campos – BMC Ecology and Evolution

Ureaplasma and Prevotella colonization with Lactobacillus abundance during pregnancy facilitates term birth – Sunwha Park – Scientific Reports

Deep Grouping Analysis of the Altered Cervical Canal Microbiota in Intrauterine Adhesion Patients – Xiangdong Hua – Reproductive Sciences

Intestinal microbiota transplantation: do not forget the metabolites – Benjamin H Mullish – The Lancet. Gastroenterology & Hepatology

Characterization of oral and gut microbiome and plasma metabolomics in COVID-19 patients after 1-year follow-up – Guang-Ying Cui – Military Medical Research

Congenitally underdeveloped intestine drives autism-related gut microbiota and behavior – Jie Li – Brain, Behavior, and Immunity

Beneficial Microbes and Compounds

Lacticaseibacillus rhamnosus HA-114 improves eating behaviors and mood-related factors in adults with overweight during weight loss: a randomized controlled trial – Béatrice S-Y Choi – Nutritional Neuroscience

Model Animal Microbiome

New Strains of Akkermansia muciniphila and Faecalibacterium prausnitzii are Effective for Improving the Muscle Strength of Mice with Immobilization-Induced Muscular Atrophy – Hye Rim Byeon – Journal of Medicinal food

Non-Model Animal Microbiome

Comparative metagenomics reveals expanded insights into intra- and interspecific variation among wild bee microbiomes – Wyatt A Shell – Communications Biology

Rumen multi-omics addressing diet-host-microbiome interplay in farm animals: a review – Sonam Dixit – Animal Biotechnology

Plant Microbiome

Spatio-temporal variation in the root-associated microbiota of orchard-grown apple trees – Maximilian Fernando Becker – Environmental Microbiome

Identifying plant genes shaping microbiota composition in the barley rhizosphere – Carmen Escudero-Martinez – Nature Communications

Disentangling the genetic basis of rhizosphere microbiome assembly in tomato – Ben O Oyserman – Nature Communications

Environmental Microbiome

Rapid changes in coastal ocean microbiomes uncoupled with shifts in environmental variables – Jessica L Gronniger – Environmental Microbiology

Microplastics alter nitrous oxide production and pathways through affecting microbiome in estuarine sediments – Cheng Chen – Water Research

500 metagenome-assembled microbial genomes from 30 subtropical estuaries in South China – Lei Zhou – Scientific Data

Food Microbiome

Microbiome and -omics application in food industry – Ilario Ferrocino – International Journal of Food Microbiology

Bioinformatic and Experimental Microbiome Analysis

A comparison of six DNA extraction protocols for 16S, ITS and shotgun metagenomic sequencing of microbial communities – Justin P Shaffer – BioTechniques

Review: Machine Learning Advances in Microbiology: A Review of Methods and Applications – Yiru Jiang – Frontiers in Microbiology

June 15, 2022

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General microbiome

[PREPRINT]Fungi with history: Unveiling the mycobiota of historic documents of Costa Rica – Escudero-Leyva et al. – bioRxiv

Pregnancy and early life

Babies, Bugs, and Barriers: Dietary Modulation of Intestinal Barrier Function in Early Life – Wells et al. – Annual Review of Nutrition

Multi-site human microbiome

A multi-omics analysis for the prediction of neurocognitive disorders risk among the elderly in Macao – Han et al. – Clinical and Translational Medicine

Human oral microbiome

The oral microbiome, pancreatic cancer and human diversity in the age of precision medicine – Herremans et al. – Microbiome

Human skin microbiome

Altered skin fungal and bacterial community compositions in tinea capitis – Rong et al. – Mycoses

Effects of short chain fructo-oligosaccharides on selected skin bacteria – Le Bourgot et al. – Scientific Reports

Human vaginal microbiome

Child type 1 diabetes associated with mother vaginal bacteriome and mycobiome – Ruotsalainen et al. – Medical Microbiology and Immunology

Human gut microbiome

Nutrition-wide association study of microbiome diversity and composition in colorectal cancer patients – Hoang et al. – BMC Cancer

Gut microbiota signatures of long-term and short-term plant-based dietary pattern and cardiometabolic health: a prospective cohort study – Miao et al. – BMC Medicine

[REVIEW]The role of virome in the gastrointestinal tract and beyond – Tiamani et al. – FEMS Microbiology Reviews

[REVIEW]Time-limited diets and the gut microbiota in cardiometabolic disease – Ratiner et al. – Journal of Diabetes

Safety and efficacy of fecal microbiota transplantation for treatment of systemic lupus erythematosus: An EXPLORER trial – Huang et al. – Journal of Autoimmunity

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

Tumor-resident intracellular microbiota promotes metastatic colonization in breast cancer – Fu et al. – Cell

Pharmacokinetic and gut microbiota analyses revealed the effect of Lactobacillus acidophilus on the metabolism of Olsalazine in ulcerative colitis rats – Li et al.

Identification of gut microbial species linked with disease variability in a widely used mouse model of colitis – Forster et al. – Nature Microbiology

Plant, root, and soil microbiome

The plant host environment influences competitive interactions between bacterial pathogens – Ehau-Taumaunu & Hockett – Environmental Microbiology Reports

Bioinformatics

[PREPRINT]specificity: an R package for analysis of feature specificity to environmental and higher dimensional variables, applied to microbiome species data – Darcy et al. – bioRxiv

June 13, 2022

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Today’s digest features metagenomics for clinical UTI diagnostics, microbial diversity in kombucha tea, microbial source tracking using single nucleotide variants, and more. Happy reading!

Neonatal microbiome

Editorial: More data needed on neonatal microbiome seeding – W. Florian Fricke & Jacques Ravel – Microbiome

Urinary microbiome

The Urobiomes of Adult Women With Various Lower Urinary Tract Symptoms Status Differ: A Re-Analysis – Cara Joyce – Frontiers in Cellular and Infection Microbiology

*Metagenomic DNA sequencing for semi-quantitative pathogen detection from urine: a prospective, laboratory-based, proof-of-concept study – Victoria A Janes – The Lancet Microbe

Gut microbiome

Perspective: Tiny Gatekeepers: Microbial Control of Host Drug Transporters – Than S. Kyaw and Peter J. Turnbaugh – Clinical Pharmacology & Therapeutics

Host hepatic metabolism is modulated by gut microbiota-derived sphingolipids – Henry H. Le – Cell Host & Microbe

Linking gastrointestinal microbiota and metabolome dynamics to clinical outcomes in paediatric haematopoietic stem cell transplantation – Gintare Vaitkute – Microbiome

Animal microbiome

Microbiomes of microscopic marine invertebrates do not reveal signatures of phylosymbiosis – Vittorio Boscaro – Nature Microbiology

Water microbiome

Cyanopeptides restriction and degradation co-mediate microbiota assembly during a freshwater cyanobacterial harmful algal bloom (CyanoHAB) – Han Gao – Water Research

Low diversity and microdiversity of comammox bacteria in wastewater systems suggests wastewater-specific adaptation within the Ca. Nitrospira nitrosa cluster – Irmarie Cotto – bioRxiv

Soil microbiome

Substrate Utilization and Competitive Interactions Among Soil Bacteria Vary With Life-History Strategies – Ying Wang – Frontiers in Microbiology

In-depth characterization of denitrifier communities across different soil ecosystems in the tundra – Igor S. Pessi – bioRxiv

Food

*Microbial Diversity and Interaction Specificity in Kombucha Tea Fermentations – Elizabeth A. Landis – mSystems

Spontaneous Riboflavin-Overproducing Limosilactobacillus reuteri for Biofortification of Fermented Foods – Irina Spacova, Sarah Ahannach – Frontiers in Nutrition

Bioinformatics

coda4microbiome: compositional data analysis for microbiome studies – M.Luz Calle & Antoni Susin – bioRxiv

GeneToList: A web application to assist with gene identifiers for the non-bioinformatics-savvy scientist – Joshua D. Breidenbach – bioRxiv

*Microbiome source tracking using single nucleotide variants – Leah Briscoe – bioRxiv

June 11, 2022

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Have a nice weekend! In this digest: An interesting study about the effect of various dietary fibers (e.g., arabinoxylan, inulin) on the human microbiome (Lancaster, Cell Host & Microbe). Additionally, this digest includes more papers about maternal IgG interplay with neonatal microbiome. 

Human and General Microbiome

Global, distinctive, and personal changes in molecular and microbial profiles by specific fibers in humans – Samuel M. Lancaster – Cell Host & Microbe

–> A preview for the paper: Stitching together a healthy gut microbiome with fiber – Thomas M Schmidt – Cell Host & Microbe

Maternal gut microbiome-induced IgG regulates neonatal gut microbiome and immunity – Katherine Z Sanidad – Science Immunology

Altered Metabolomics in Bipolar Depression With Gastrointestinal Symptoms – Xiang-Jie Guo – Frontiers in Psychiatry

Meta-analysis of mucosal microbiota reveals universal microbial signatures and dysbiosis in gastric carcinogenesis – Changan Liu – Oncogene

Gardnerella vaginalis induces matrix metalloproteinases in the cervicovaginal epithelium through TLR-2 activation – Kristin D Gerson – Journal of Reproductive Immunology

Beneficial Microbes and Compounds

Lactobacillus rhamnosus colonisation antagonizes Candida albicans by forcing metabolic adaptations that compromise pathogenicity – Raquel Alonso-Roman – Nature Communications

Honeys with anti-inflammatory capacity can alter the elderly gut microbiota in an ex vivo gut model – Daoyan Wu – Food Chemistry

Model Animal Microbiome

Human colon cancer-derived Clostridioides difficile strains drive colonic tumorigenesis in mice – Julia L Drewes – Cancer Discovery

Non-Model Animal Microbiome

Variation in gut microbiome structure across the annual hibernation cycle in a wild primate – Lydia K Greene – FEMS Microbiology Ecology

A high-throughput DNA sequencing study of fecal bacteria of seven Mexican horse breeds – Fernando Hernández-Quiroz – Archives of Microbiology

Species- and site-specific circulating bacterial DNA in Subantarctic sentinel mussels Aulacomya atra and Mytilus platensis – Sophia Ferchiou – Scientific Reports

Plant Microbiome

Review: The unsung roles of microbial secondary metabolite effectors in the plant disease cacophony – Lorena I Rangel – Current Opinion in Plant Biology

Plant-microbe interactions in the rhizosphere via a circular metabolic economy – Elisa Korenblum – The Plant Cell

Phyllosphere bacterial and fungal communities vary with host species identity, plant traits and seasonality in a subtropical forest – Mengjiao Li – Environmental Microbiome

Nitrogen availability determines plant growth promotion and the induction of root branching by the probiotic fungus Trichoderma atroviride in Arabidopsis seedlings – José López-Bucio – Archives of Microbiology

Environmental Microbiome

Review: Antibiotic resistant bacteria and genes in wastewater treatment plants: From occurrence to treatment strategies – Shengnan Li – The Science of the Total Environment

More Microbes

Perspective: Lessons From Insect Fungiculture: From Microbial Ecology to Plastics Degradation – Mariana O Barcoto – Frontiers in Microbiology

Insights into plastic biodegradation: community composition and functional capabilities of the superworm (Zophobas morio) microbiome in styrofoam feeding trials – Jiarui Sun – Microbial Genomics

Bioinformatics and Experimental Microbiome Analysis

DNA metabarcoding across disciplines: sequencing our way to greater understanding across scales of biological organization – Anna M Forsman – Integrative and Comparative Biology

Systematic cross-biospecimen evaluation of DNA extraction kits for long- and short-read multi-metagenomic sequencing studies – Jacqueline Rehner – Genomics, Proteomics & Bioinformatics

June 10, 2022

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Several great microbiome papers out today including a review on rethinking healthy eating in Cell Host & Microbe, a large population study on the development of the infant gut microbiome (n=1900) in Science, and two studies showcasing metabolomics predictive value for recurrent CDI and NAFLD.  

Gut Microbiome

[REVIEW] Rethinking healthy eating in light of the gut microbiome – Armet et al. Cell Host & Microbe.

Gut metabolites predict Clostridioides difficile recurrence – Dawkins et al. Microbiome

Robust variation in infant gut microbiome assembly across a spectrum of lifestyles – Olm et al. Science

Risk assessment with gut microbiome and metabolite markers in NAFLD development. Leung et al. Science Translational Medicine.

Profiling Fusobacterium infection at high taxonomic resolution reveals lineage-specific correlations in colorectal cancer – Bi et al. Nature Communications

Impact of a 7-day homogeneous diet on interpersonal variation in human gut microbiomes and metabolomes – Guthrie et al. Cell Host & Microbe

Animal experiments

Nisin probiotic prevents inflammatory bone loss while promoting reparative proliferation and a healthy microbiome – Gao et al. npj Biofilms & Microbiomes

Donor-dependent fecal microbiota transplantation efficacy against necrotizing enterocolitis in preterm pigs – Hui et al. npj Biofilms & Microbiomes

Virome

A catalog of 48,425 nonredundant viruses from oral metagenomes expands the horizon of the human oral virome – Li et al. iScience

Bioinformatics

Phylogeny-guided microbiome OTU-specific association test (POST) – Huang et al. Microbiome