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1.
Microbiome ; 9(1): 27, 2021 01 24.
Article in English | MEDLINE | ID: mdl-33487169

ABSTRACT

BACKGROUND: Human health is closely interconnected with its microbiome. Resilient microbiomes in, on, and around the human body will be key for safe and successful long-term space travel. However, longitudinal dynamics of microbiomes inside confined built environments are still poorly understood. Herein, we used the Hawaii Space Exploration Analog and Simulation IV (HI-SEAS IV) mission, a 1 year-long isolation study, to investigate microbial transfer between crew and habitat, in order to understand adverse developments which may occur in a future outpost on the Moon or Mars. RESULTS: Longitudinal 16S rRNA gene profiles, as well as quantitative observations, revealed significant differences in microbial diversity, abundance, and composition between samples of the built environment and its crew. The microbiome composition and diversity associated with abiotic surfaces was found to be rather stable, whereas the microbial skin profiles of individual crew members were highly dynamic, resulting in an increased microbiome diversity at the end of the isolation period. The skin microbiome dynamics were especially pronounced by a regular transfer of the indicator species Methanobrevibacter between crew members within the first 200 days. Quantitative information was used to track the propagation of antimicrobial resistance in the habitat. Together with functional and phenotypic predictions, quantitative and qualitative data supported the observation of a delayed longitudinal microbial homogenization between crew and habitat surfaces which was mainly caused by a malfunctioning sanitary facility. CONCLUSIONS: This study highlights main routes of microbial transfer, interaction of the crew, and origins of microbial dynamics in an isolated environment. We identify key targets of microbial monitoring, and emphasize the need for defined baselines of microbiome diversity and abundance on surfaces and crew skin. Targeted manipulation to counteract adverse developments of the microbiome could be a highly important strategy to ensure safety during future space endeavors. Video abstract.


Subject(s)
Astronauts , Extraterrestrial Environment , Microbiota , Skin/microbiology , Space Flight , Spacecraft , Adult , Built Environment , Female , Hawaii , Humans , Male , Microbiota/genetics , RNA, Ribosomal, 16S/genetics
2.
BMC Biol ; 17(1): 87, 2019 11 07.
Article in English | MEDLINE | ID: mdl-31699101

ABSTRACT

The human upper respiratory tract (URT) offers a variety of niches for microbial colonization. Local microbial communities are shaped by the different characteristics of the specific location within the URT, but also by the interaction with both external and intrinsic factors, such as ageing, diseases, immune responses, olfactory function, and lifestyle habits such as smoking. We summarize here the current knowledge about the URT microbiome in health and disease, discuss methodological issues, and consider the potential of the nasal microbiome to be used for medical diagnostics and as a target for therapy.


Subject(s)
Microbiota , Nose/microbiology , Respiratory Tract Infections/microbiology , Trachea/microbiology , Humans
3.
Gut Microbes ; 9(6): 486-496, 2018 11 02.
Article in English | MEDLINE | ID: mdl-29723105

ABSTRACT

Experimental manipulation of the gut microbiome was found to modify emotional and cognitive behavior, neurotransmitter expression and brain function in rodents, but corresponding human data remain scarce. The present double-blind, placebo-controlled randomised study aimed at investigating the effects of 4 weeks' probiotic administration on behavior, brain function and gut microbial composition in healthy volunteers. Forty-five healthy participants divided equally into three groups (probiotic, placebo and no intervention) underwent functional MRI (emotional decision-making and emotional recognition memory tasks). In addition, stool samples were collected to investigate the gut microbial composition. Probiotic administration for 4 weeks was associated with changes in brain activation patterns in response to emotional memory and emotional decision-making tasks, which were also accompanied by subtle shifts in gut microbiome profile. Microbiome composition mirrored self-reported behavioral measures and memory performance. This is the first study reporting a distinct influence of probiotic administration at behavioral, neural, and microbiome levels at the same time in healthy volunteers. The findings provide a basis for future investigations into the role of the gut microbiota and potential therapeutic application of probiotics.


Subject(s)
Bacterial Physiological Phenomena , Brain/physiology , Emotions , Gastrointestinal Microbiome/physiology , Probiotics , Adult , Bacteria/classification , Bacteria/genetics , Bacteria/isolation & purification , Brain/diagnostic imaging , Brain/microbiology , Decision Making , Double-Blind Method , Emotions/physiology , Feces/microbiology , Female , Healthy Volunteers , Humans , Magnetic Resonance Imaging , Male , Placebos , RNA, Ribosomal, 16S/genetics , Recognition, Psychology , Young Adult
4.
Sci Rep ; 8(1): 1296, 2018 01 22.
Article in English | MEDLINE | ID: mdl-29358754

ABSTRACT

Olfactory function is a key sense for human well-being and health, with olfactory dysfunction having been linked to serious diseases. As the microbiome is involved in normal olfactory epithelium development, we explored the relationship between olfactory function (odor threshold, discrimination, identification) and nasal microbiome in 67 healthy volunteers. Twenty-eight subjects were found to have normal olfactory function, 29 had a particularly good sense of smell ("good normosmics") and 10 were hyposmic. Microbial community composition differed significantly between the three olfactory groups. In particular, butyric acid-producing microorganisms were found to be associated with impaired olfactory function. We describe the first insights of the potential interplay between the olfactory epithelium microbial community and olfactory function, and suggest that the microbiome composition is able to mirror and potentially shape olfactory function by producing strong odor compounds.


Subject(s)
Microbiota/genetics , Olfactory Mucosa/microbiology , Olfactory Perception/physiology , Sensory Thresholds/physiology , Smell/physiology , Actinobacteria/classification , Actinobacteria/genetics , Actinobacteria/isolation & purification , Actinobacteria/metabolism , Adolescent , Adult , Archaea/classification , Archaea/genetics , Archaea/isolation & purification , Archaea/metabolism , Bacteroidetes/classification , Bacteroidetes/genetics , Bacteroidetes/isolation & purification , Bacteroidetes/metabolism , Butyric Acid/metabolism , Female , Firmicutes/classification , Firmicutes/genetics , Firmicutes/isolation & purification , Firmicutes/metabolism , Healthy Volunteers , Humans , Male , Middle Aged , Nasal Cavity/microbiology , Nasal Cavity/physiology , Odorants/analysis , Olfactory Mucosa/physiology , Proteobacteria/classification , Proteobacteria/genetics , Proteobacteria/isolation & purification , Proteobacteria/metabolism , RNA, Ribosomal, 16S/genetics
5.
mBio ; 8(6)2017 11 14.
Article in English | MEDLINE | ID: mdl-29138298

ABSTRACT

Human-associated archaea remain understudied in the field of microbiome research, although in particular methanogenic archaea were found to be regular commensals of the human gut, where they represent keystone species in metabolic processes. Knowledge on the abundance and diversity of human-associated archaea is extremely limited, and little is known about their function(s), their overall role in human health, or their association with parts of the human body other than the gastrointestinal tract and oral cavity. Currently, methodological issues impede the full assessment of the human archaeome, as bacteria-targeting protocols are unsuitable for characterization of the full spectrum of Archaea The goal of this study was to establish conservative protocols based on specifically archaea-targeting, PCR-based methods to retrieve first insights into the archaeomes of the human gastrointestinal tract, lung, nose, and skin. Detection of Archaea was highly dependent on primer selection and the sequence processing pipeline used. Our results enabled us to retrieve a novel picture of the human archaeome, as we found for the first time Methanobacterium and Woesearchaeota (DPANN superphylum) to be associated with the human gastrointestinal tract and the human lung, respectively. Similar to bacteria, human-associated archaeal communities were found to group biogeographically, forming (i) the thaumarchaeal skin landscape, (ii) the (methano)euryarchaeal gastrointestinal tract, (iii) a mixed skin-gastrointestinal tract landscape for the nose, and (iv) a woesearchaeal lung landscape. On the basis of the protocols we used, we were able to detect unexpectedly high diversity of archaea associated with different body parts.IMPORTANCE In summary, our study highlights the importance of the primers and data processing pipeline used to study the human archaeome. We were able to establish protocols that revealed the presence of previously undetected Archaea in all of the tissue samples investigated and to detect biogeographic patterns of the human archaeome in the gastrointestinal tract and on the skin and for the first time in the respiratory tract, i.e., the nose and lungs. Our results are a solid basis for further investigation of the human archaeome and, in the long term, discovery of the potential role of archaea in human health and disease.


Subject(s)
Archaea/classification , Archaea/isolation & purification , Gastrointestinal Tract/microbiology , Lung/microbiology , Microbiota , Nose/microbiology , Skin/microbiology , Archaea/genetics , Humans , Metagenomics/methods , Polymerase Chain Reaction/methods
6.
Microbiome ; 5(1): 129, 2017 10 04.
Article in English | MEDLINE | ID: mdl-28974259

ABSTRACT

BACKGROUND: The Mars500 project was conceived as the first full duration simulation of a crewed return flight to Mars. For 520 days, six crew members lived confined in a specifically designed spacecraft mock-up. The herein described "MIcrobial ecology of Confined Habitats and humAn health" (MICHA) experiment was implemented to acquire comprehensive microbiota data from this unique, confined manned habitat, to retrieve important information on the occurring microbiota dynamics, the microbial load and diversity in the air and on various surfaces. In total, 360 samples from 20 (9 air, 11 surface) locations were taken at 18 time-points and processed by extensive cultivation, PhyloChip and next generation sequencing (NGS) of 16S rRNA gene amplicons. RESULTS: Cultivation assays revealed a Staphylococcus and Bacillus-dominated microbial community on various surfaces, with an average microbial load that did not exceed the allowed limits for ISS in-flight requirements indicating adequate maintenance of the facility. Areas with high human activity were identified as hotspots for microbial accumulation. Despite substantial fluctuation with respect to microbial diversity and abundance throughout the experiment, the location within the facility and the confinement duration were identified as factors significantly shaping the microbial diversity and composition, with the crew representing the main source for microbial dispersal. Opportunistic pathogens, stress-tolerant or potentially mobile element-bearing microorganisms were predicted to be prevalent throughout the confinement, while the overall microbial diversity dropped significantly over time. CONCLUSIONS: Our findings clearly indicate that under confined conditions, the community structure remains a highly dynamic system which adapts to the prevailing habitat and micro-conditions. Since a sterile environment is not achievable, these dynamics need to be monitored to avoid spreading of highly resistant or potentially pathogenic microorganisms and a potentially harmful decrease of microbial diversity. If necessary, countermeasures are required, to maintain a healthy, diverse balance of beneficial, neutral and opportunistic pathogenic microorganisms. Our results serve as an important data collection for (i) future risk estimations of crewed space flight, (ii) an optimized design and planning of a spacecraft mission and (iii) for the selection of appropriate microbial monitoring approaches and potential countermeasures, to ensure a microbiologically safe space-flight environment.


Subject(s)
Confined Spaces , Ecological Systems, Closed , Mars , Microbiota , Space Flight , Space Simulation , Spacecraft , Bacteria/classification , Bacteria/genetics , Bacteria/isolation & purification , High-Throughput Nucleotide Sequencing , Humans , Microbiota/genetics , Microbiota/physiology , RNA, Ribosomal, 16S
7.
Microbiome ; 5(1): 143, 2017 10 25.
Article in English | MEDLINE | ID: mdl-29070062

ABSTRACT

BACKGROUND: The ExoMars 2016 mission, consisting of the Trace Gas Orbiter and the Schiaparelli lander, was launched on March 14 2016 from Baikonur, Kazakhstan and reached its destination in October 2016. The Schiaparelli lander was subject to strict requirements for microbial cleanliness according to the obligatory planetary protection policy. To reach the required cleanliness, the ExoMars 2016 flight hardware was assembled in a newly built, biocontrolled cleanroom complex at Thales Alenia Space in Turin, Italy. In this study, we performed microbiological surveys of the cleanroom facilities and the spacecraft hardware before and during the assembly, integration and testing (AIT) activities. METHODS: Besides the European Space Agency (ESA) standard bioburden assay, that served as a proxy for the microbiological contamination in general, we performed various alternative cultivation assays and utilised molecular techniques, including quantitative PCR and next generation sequencing, to assess the absolute and relative abundance and broadest diversity of microorganisms and their signatures in the cleanroom and on the spacecraft hardware. RESULTS: Our results show that the bioburden, detected microbial contamination and microbial diversity decreased continuously after the cleanroom was decontaminated with more effective cleaning agents and during the ongoing AIT. The studied cleanrooms and change room were occupied by very distinct microbial communities: Overall, the change room harboured a higher number and diversity of microorganisms, including Propionibacterium, which was found to be significantly increased in the change room. In particular, the so called alternative cultivation assays proved important in detecting a broader cultivable diversity than covered by the standard bioburden assay and thus completed the picture on the cleanroom microbiota. CONCLUSION: During the whole project, the bioburden stayed at acceptable level and did not raise any concern for the ExoMars 2016 mission. The cleanroom complex at Thales Alenia Space in Turin is an excellent example of how efficient microbiological control is performed.


Subject(s)
Bacteria/isolation & purification , Biodiversity , Environment, Controlled , Microbiota , Space Flight , Spacecraft , Archaea/classification , Archaea/genetics , Archaea/isolation & purification , Bacteria/classification , Bacteria/genetics , Bacteria/growth & development , Equipment Contamination , Europe , Exobiology , High-Throughput Nucleotide Sequencing , Humans , Italy , RNA, Ribosomal, 16S , Real-Time Polymerase Chain Reaction , Transcriptome
8.
PLoS One ; 12(7): e0180700, 2017.
Article in English | MEDLINE | ID: mdl-28704427

ABSTRACT

The bacterial diversity in the Su Bentu Cave in Sardinia was investigated by means of 16S rRNA gene-based analysis. This 15 km long cave, carved in Jurassic limestone, hosts a variety of calcite speleothems, and a long succession of subterranean lakes with mixed granite and carbonate sands. The lower level is occasionally flooded by a rising groundwater level, but with only scarce input of organic remains (leaves and charcoal fragments). On the quiet cave pools there are visible calcite rafts, whereas walls are locally coated with manganese deposits. In the drier upper levels, where organic input is much more subdued, moonmilk-a hydrated calcium-magnesium carbonate speleothem-can be found. Relative humidity approaches 100% and the measured mean annual cave air temperature is 14.8°C. Samples were obtained in 2014 from calcite rafts, moonmilk, manganese oxide deposits and soil (limestone and granite grains). Microclimatic conditions in the cave near the sampling sites, sample properties, physico-chemical parameters of water, and sediment composition were determined. The microbial community of this system is predominately composed of the phyla Proteobacteria, Actinobacteria, Acidobacteria, Nitrospirae, and Firmicutes. Sampling sites near the entrance of the cave and in close proximity of the underground campsite-located 500 meters deep into the cave-revealed the highest diversity as well as the highest number of human associated microorganisms. Two samples obtained in very close proximity of each other near the campsite, indicate that the human impact is localized and is not distributed freely within the system. Analysis of the abundance of bacterial and archaeal amoA genes revealed a far greater abundance of archaeal amoA genes compared to bacterial representatives. The results of this study highlight that human impact is confined to locations that are utilized as campsites and that exploration leaves little microbial trails. Furthermore, we uncovered a highly specialized microbiome, which is perfectly adapted to survive and thrive in an environment with low nutrient availability.


Subject(s)
Camping , Caves/microbiology , Microbiota , Ammonia/chemistry , Archaea/isolation & purification , Bacteria/isolation & purification , Calcium Carbonate/chemistry , Italy , Oxidation-Reduction , Soil Microbiology
9.
Sci Rep ; 7(1): 5867, 2017 07 19.
Article in English | MEDLINE | ID: mdl-28725009

ABSTRACT

This study aimed to undertake an initial, comparative analysis of the oral salivary microbiome of patients with oral and oropharyngeal squamous cell carcinoma versus healthy controls. This project, conceived as a pilot study, included 11 patients (1 female, 10 male, mean age 61.6 yrs., SD = 8.2 yrs.) and 11 healthy controls (1 female, 10 male, mean age 46.7 yrs., SD = 15.1 yrs.). Samples of saliva were analysed by high-throughput sequencing of the 16S rRNA gene using the MiSeq platform. Sequence data revealed microbial changes that may mirror disease progression and reflect clinical preconditions such as age, alcohol consumption, tumour size, lymph node status, smoking habit, and tumour HPV-positivity. Consequently, mapping microbial changes in patients with oral and oropharyngeal squamous cell carcinomas might improve our understanding of the pathobiology of the disease, and help in the design of novel diagnostic and treatment strategies.


Subject(s)
Carcinogenesis/pathology , Carcinoma, Squamous Cell/microbiology , Microbiota , Oropharyngeal Neoplasms/microbiology , Saliva/microbiology , Adult , Aged , Aged, 80 and over , Bacteria/metabolism , Carcinoma, Squamous Cell/pathology , Case-Control Studies , Female , Humans , Male , Middle Aged , Oropharyngeal Neoplasms/pathology , Pilot Projects
10.
Sci Rep ; 7(1): 4039, 2017 06 22.
Article in English | MEDLINE | ID: mdl-28642547

ABSTRACT

The human skin microbiome acts as an important barrier protecting our body from pathogens and other environmental influences. Recent investigations have provided evidence that Archaea are a constant but highly variable component of the human skin microbiome, yet factors that determine their abundance changes are unknown. Here, we tested the hypothesis that the abundance of archaea on human skin is influenced by human age and skin physiology by quantitative PCR of 51 different skin samples taken from human subjects of various age. Our results reveal that archaea are more abundant in human subjects either older than 60 years or younger than 12 years as compared to middle-aged human subjects. These results, together with results obtained from spectroscopy analysis, allowed us gain first insights into a potential link of lower sebum levels and lipid content and thus reduced skin moisture with an increase in archaeal signatures. Amplicon sequencing of selected samples revealed the prevalence of specific eury- and mainly thaumarchaeal taxa, represented by a core archaeome of the human skin.


Subject(s)
Archaea/classification , Archaea/genetics , Microbiota , Skin Physiological Phenomena , Skin/microbiology , Age Factors , Biodiversity , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Phylogeny , RNA, Ribosomal, 16S , Spectroscopy, Fourier Transform Infrared
11.
Front Pharmacol ; 8: 893, 2017.
Article in English | MEDLINE | ID: mdl-29326584

ABSTRACT

Herbal preparations are complex mixtures of natural products, many of which are able to reach the distal gut due to low oral bioavailability. There, they can influence the microbial communities, and can be metabolized into potentially absorbable bioactive compounds by the intestinal bacteria. This aspect has often been disregarded when searching for the active principles of medicinal plants and herbal medicinal products. The aim of this study was to establish an interdisciplinary platform to unravel interactions of herbal medicine and intestinal microbiota, using a combined LC-MS metabolomics and 16S rRNA microbiome sequencing approach. Willow bark extract (WBE), a herbal medicinal product with a long history of traditional use and a well-established anti-inflammatory activity, was incubated with human fecal suspension under anoxic conditions. Samples were taken after 0.5, 4, and 24 h of incubation. Microbiome analyses revealed that incubation with WBE had a marked effect on microbial community composition and functions. For example, the proportion of Bacteroides sp. was clearly enhanced when the fecal sample used in this study was incubated with WBE. LC-MS analysis showed that WBE constituents were readily metabolized by fecal bacteria. Numerous microbial metabolites could be annotated, allowing the construction of putative microbial degradation pathways for the main groups of WBE constituents. We suggest that studies of this type help to increase the knowledge on bioactive principles of medicinal plants, since gut microbial metabolites might have been underestimated as a source of bioactive compounds in the past.

12.
Front Microbiol ; 7: 1573, 2016.
Article in English | MEDLINE | ID: mdl-27790191

ABSTRACT

Indoor environments, where people spend most of their time, are characterized by a specific microbial community, the indoor microbiome. Most indoor environments are connected to the natural environment by high ventilation, but some habitats are more confined: intensive care units, operating rooms, cleanrooms and the international space station (ISS) are extraordinary living and working areas for humans, with a limited exchange with the environment. The purposes for confinement are different: a patient has to be protected from infections (intensive care unit, operating room), product quality has to be assured (cleanrooms), or confinement is necessary due to extreme, health-threatening outer conditions, as on the ISS. The ISS represents the most secluded man-made habitat, constantly inhabited by humans since November 2000 - and, inevitably, also by microorganisms. All of these man-made confined habitats need to be microbiologically monitored and controlled, by e.g., microbial cleaning and disinfection. However, these measures apply constant selective pressures, which support microbes with resistance capacities against antibiotics or chemical and physical stresses and thus facilitate the rise of survival specialists and multi-resistant strains. In this article, we summarize the available data on the microbiome of aforementioned confined habitats. By comparing the different operating, maintenance and monitoring procedures as well as microbial communities therein, we emphasize the importance to properly understand the effects of confinement on the microbial diversity, the possible risks represented by some of these microorganisms and by the evolution of (antibiotic) resistances in such environments - and the need to reassess the current hygiene standards.

13.
Eur J Dermatol ; 26(1): 49-55, 2016.
Article in English | MEDLINE | ID: mdl-26680010

ABSTRACT

BACKGROUND: High-throughput DNA sequencing has shown that the cutaneous microbiome varies due to different exogenous and endogenous factors. OBJECTIVES: To characterize the microbiome of cutaneous melanomas and melanocytic nevi. MATERIAL AND METHODS: Non-invasive swab specimens were taken from 15 cutaneous melanomas and 17 benign melanocytic nevi. Partial sequencing of the 16S ribosomal RNA gene was carried out on the 454 GS-FLX Titanium platform and the resulting sequence data was analysed by bioinformatics and statistical methods. 95% of the OTUs (Operational Taxonomic Units) belonged to four phyla: Firmicutes, Actinobacteria, Proteobacteria and Bacteroidetes. The genus Propionibacterium was overall the most common genus, followed by Staphylococcus and Corynebacterium. Statistical analysis showed no significant differences in the relative abundances of bacterial genera or bacterial diversity between the patient groups. Melanoma samples showed a marginally decreased cutaneous microbial diversity. CONCLUSION: Our data suggests that the skin microbiome may not be a useful diagnostic tool for melanoma and melanocytic nevi.


Subject(s)
Melanoma/microbiology , Microbiota , Nevus, Pigmented/microbiology , Skin Neoplasms/microbiology , Skin/microbiology , Aged , Female , Humans , Male , Middle Aged
14.
World Allergy Organ J ; 8(1): 23, 2015.
Article in English | MEDLINE | ID: mdl-26140078

ABSTRACT

For a long time, the human lower airways were considered a sterile environment where the presence of microorganisms, typically revealed by culturing, was interpreted as an abnormal health state. More recently, high-throughput sequencing-based studies have led to a shift in this perception towards the notion that even in healthy conditions the lower airways show either transient presence or even permanent colonization by microorganisms. However, challenges related to low biomass and contamination in samples still remain, and the composition, structure and dynamics of such putative microbial communities are unclear. Here, we review the evidence for the presence of microbial communities in the human lower airways, in healthy subjects and within the context of medical conditions of interest. We also provide an overview of the methodology pertinent to high-throughput sequencing studies, specifically those based on amplicon sequencing, including a discussion of good practices and common pitfalls.

15.
Mov Disord ; 30(3): 350-8, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25476529

ABSTRACT

In the course of Parkinson's disease (PD), the enteric nervous system (ENS) and parasympathetic nerves are amongst the structures earliest and most frequently affected by alpha-synuclein pathology. Accordingly, gastrointestinal dysfunction, in particular constipation, is an important non-motor symptom in PD and often precedes the onset of motor symptoms by years. Recent research has shown that intestinal microbiota interact with the autonomic and central nervous system via diverse pathways including the ENS and vagal nerve. The gut microbiome in PD has not been previously investigated. We compared the fecal microbiomes of 72 PD patients and 72 control subjects by pyrosequencing the V1-V3 regions of the bacterial 16S ribosomal RNA gene. Associations between clinical parameters and microbiota were analyzed using generalized linear models, taking into account potential confounders. On average, the abundance of Prevotellaceae in feces of PD patients was reduced by 77.6% as compared with controls. Relative abundance of Prevotellaceae of 6.5% or less had 86.1% sensitivity and 38.9% specificity for PD. A logistic regression classifier based on the abundance of four bacterial families and the severity of constipation identified PD patients with 66.7% sensitivity and 90.3% specificity. The relative abundance of Enterobacteriaceae was positively associated with the severity of postural instability and gait difficulty. These findings suggest that the intestinal microbiome is altered in PD and is related to motor phenotype. Further studies are warranted to elucidate the temporal and causal relationships between gut microbiota and PD and the suitability of the microbiome as a biomarker.


Subject(s)
Gastrointestinal Microbiome , Parkinson Disease/microbiology , Aged , Case-Control Studies , Feces/chemistry , Feces/microbiology , Female , Humans , Male , Middle Aged , ROC Curve , Severity of Illness Index
16.
J Comput Biol ; 22(8): 743-51, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25525895

ABSTRACT

Natural microbial communities have been studied for decades using the 16S rRNA gene as a marker. In recent years, the application of second-generation sequencing technologies has revolutionized our understanding of the structure and function of microbial communities in complex environments. Using these highly parallel techniques, a detailed description of community characteristics are constructed, and even the rare biosphere can be detected. The new approaches carry numerous advantages and lack many features that skewed the results using traditional techniques, but we are still facing serious bias, and the lack of reliable comparability of produced results. Here, we contrasted publicly available amplicon sequence data analysis algorithms by using two different data sets, one with defined clone-based structure, and one with food spoilage community with well-studied communities. We aimed to assess which software and parameters produce results that resemble the benchmark community best, how large differences can be detected between methods, and whether these differences are statistically significant. The results suggest that commonly accepted denoising and clustering methods used in different combinations produce significantly different outcome: clustering method impacts greatly on the number of operational taxonomic units (OTUs) and denoising algorithm influences more on taxonomic affiliations. The magnitude of the OTU number difference was up to 40-fold and the disparity between results seemed highly dependent on the community structure and diversity. Statistically significant differences in taxonomies between methods were seen even at phylum level. However, the application of effective denoising method seemed to even out the differences produced by clustering.


Subject(s)
Computational Biology/methods , DNA, Ribosomal/genetics , Microbiota/genetics , Sequence Analysis, DNA/methods , Algorithms , Animals , Cluster Analysis , DNA, Bacterial/genetics , Poultry/microbiology , RNA, Ribosomal, 16S/genetics , Software
17.
BMC Microbiol ; 12: 121, 2012 Jun 22.
Article in English | MEDLINE | ID: mdl-22727142

ABSTRACT

BACKGROUND: Microbial anaerobic digestion (AD) is used as a waste treatment process to degrade complex organic compounds into methane. The archaeal and bacterial taxa involved in AD are well known, whereas composition of the fungal community in the process has been less studied. The present study aimed to reveal the composition of archaeal, bacterial and fungal communities in response to increasing organic loading in mesophilic and thermophilic AD processes by applying 454 amplicon sequencing technology. Furthermore, a DNA microarray method was evaluated in order to develop a tool for monitoring the microbiological status of AD. RESULTS: The 454 sequencing showed that the diversity and number of bacterial taxa decreased with increasing organic load, while archaeal i.e. methanogenic taxa remained more constant. The number and diversity of fungal taxa increased during the process and varied less in composition with process temperature than bacterial and archaeal taxa, even though the fungal diversity increased with temperature as well. Evaluation of the microarray using AD sample DNA showed correlation of signal intensities with sequence read numbers of corresponding target groups. The sensitivity of the test was found to be about 1%. CONCLUSIONS: The fungal community survives in anoxic conditions and grows with increasing organic loading, suggesting that Fungi may contribute to the digestion by metabolising organic nutrients for bacterial and methanogenic groups. The microarray proof of principle tests suggest that the method has the potential for semiquantitative detection of target microbial groups given that comprehensive sequence data is available for probe design.


Subject(s)
Archaea/classification , Bacteria/classification , Biota , Fungi/classification , Medical Waste Disposal , Metagenome , Methane/metabolism , Microarray Analysis , Organic Chemicals/metabolism , Sequence Analysis, DNA , Temperature
18.
Proc Natl Acad Sci U S A ; 109(21): 8334-9, 2012 May 22.
Article in English | MEDLINE | ID: mdl-22566627

ABSTRACT

Rapidly declining biodiversity may be a contributing factor to another global megatrend--the rapidly increasing prevalence of allergies and other chronic inflammatory diseases among urban populations worldwide. According to the "biodiversity hypothesis," reduced contact of people with natural environmental features and biodiversity may adversely affect the human commensal microbiota and its immunomodulatory capacity. Analyzing atopic sensitization (i.e., allergic disposition) in a random sample of adolescents living in a heterogeneous region of 100 × 150 km, we show that environmental biodiversity in the surroundings of the study subjects' homes influenced the composition of the bacterial classes on their skin. Compared with healthy individuals, atopic individuals had lower environmental biodiversity in the surroundings of their homes and significantly lower generic diversity of gammaproteobacteria on their skin. The functional role of the gram-negative gammaproteobacteria is supported by in vitro measurements of expression of IL-10, a key anti-inflammatory cytokine in immunologic tolerance, in peripheral blood mononuclear cells. In healthy, but not in atopic, individuals, IL-10 expression was positively correlated with the abundance of the gammaproteobacterial genus Acinetobacter on the skin. These results raise fundamental questions about the consequences of biodiversity loss for both allergic conditions and public health in general.


Subject(s)
Biodiversity , Hygiene Hypothesis , Hypersensitivity/immunology , Hypersensitivity/microbiology , Metagenome/immunology , Acinetobacter/immunology , Adolescent , Alphaproteobacteria/immunology , Bacillus/immunology , Betaproteobacteria/immunology , Civilization , Clostridium/immunology , Environmental Exposure , Finland/epidemiology , Gammaproteobacteria/immunology , Humans , Hypersensitivity/epidemiology , Logistic Models , Prevalence , Random Allocation , Skin/immunology , Skin/microbiology
19.
FEMS Microbiol Ecol ; 75(1): 99-110, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21059177

ABSTRACT

The Baltic Sea is a large, shallow, and strongly stratified brackish water basin. It suffers from eutrophication, toxic cyanobacterial blooms, and oxygen depletion, all of which pose a threat to local marine communities. In this study, the diversity and community structure of the northern Baltic Sea bacterial communities in the water column were, for the first time, thoroughly studied by 454 sequencing. The spring and autumn bacterial communities were one order of magnitude less diverse than those in recently studied oceanic habitats. Patchiness and strong stratification were clearly detectable; <1% of operational taxonomic units were shared among 11 samples. The community composition was more uniform horizontally (at a fixed depth) between different sites than vertically within one sampling site, implying that the community structure was affected by prevailing physical and hydrochemical conditions. Taxonomic affiliations revealed a total of 23 bacterial classes and 169 genera, while 5% of the sequences remained unclassified. The cyanobacteria accounted for <2% of the sequences, and potentially toxic cyanobacterial genera were essentially absent during the sampling seasons.


Subject(s)
Bacteria/classification , Biodiversity , Water Microbiology , Bacteria/genetics , Cyanobacteria/classification , Cyanobacteria/genetics , DNA, Bacterial/genetics , Ecosystem , Eutrophication , Oceans and Seas , Seasons , Seawater/analysis , Seawater/microbiology , Sequence Analysis, DNA
20.
Eur J Immunol ; 37(12): 3334-8, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18034430

ABSTRACT

Changes in endothelial permeability are crucial in the pathogenesis of many diseases. Adenosine is one of the endogenous mediators controlling endothelial permeability under normal conditions, and an endothelial cell surface enzyme CD73 is a key regulator of adenosine production. Here we report that IFN-beta is a novel inducer of CD73. We found that pretreatment with IFN-beta dramatically improved the vascular barrier function in lungs after intestinal ischemia-reperfusion injury in wild-type animals in vivo. IFN-beta had absolutely no protective effects in CD73-deficient mice, which suffered from more severe lung damage than wild-type mice, showing that IFN-beta functions strictly in a CD73-dependent manner. Most importantly, IFN-beta treatment initiated after the ischemic period almost completely inhibited vascular leakage during the reperfusion. IFN-beta also induced the expression and activity of CD73 and concurrently decreased vascular permeability in cultured human pulmonary endothelial cells. These data show that induction of CD73 and improvement of vascular barrier are new mechanisms for the anti-inflammatory action of IFN-beta. Moreover, IFN-beta treatment may be useful in alleviating vascular leakage induced by ischemia-reperfusion injury.


Subject(s)
5'-Nucleotidase/biosynthesis , Capillary Leak Syndrome/prevention & control , Interferon-beta/physiology , Respiratory Distress Syndrome/prevention & control , 5'-Nucleotidase/deficiency , 5'-Nucleotidase/genetics , Adenosine/physiology , Animals , Cells, Cultured/drug effects , Cells, Cultured/metabolism , Endothelial Cells/drug effects , Endothelial Cells/metabolism , Enzyme Induction/drug effects , Female , Humans , Interferon Type I/pharmacology , Interferon Type I/therapeutic use , Intestines/blood supply , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Recombinant Proteins , Reperfusion Injury/complications , Reperfusion Injury/drug therapy , Reperfusion Injury/physiopathology , Respiratory Distress Syndrome/drug therapy , Respiratory Distress Syndrome/etiology , Respiratory Distress Syndrome/physiopathology , Up-Regulation/drug effects
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