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1.
Front Microbiol ; 14: 1253362, 2023.
Article in English | MEDLINE | ID: mdl-38094626

ABSTRACT

For successful elucidation of a food-borne infection chain, the availability of high-quality sequencing data from suspected microbial contaminants is a prerequisite. Commonly, those investigations are a joint effort undertaken by different laboratories and institutes. To analyze the extent of variability introduced by differing wet-lab procedures on the quality of the sequence data we conducted an interlaboratory study, involving four bacterial pathogens, which account for the majority of food-related bacterial infections: Campylobacter spp., Shiga toxin-producing Escherichia coli, Listeria monocytogenes, and Salmonella enterica. The participants, ranging from German federal research institutes, federal state laboratories to universities and companies, were asked to follow their routine in-house protocols for short-read sequencing of 10 cultures and one isolated bacterial DNA per species. Sequence and assembly quality were then analyzed centrally. Variations within isolate samples were detected with SNP and cgMLST calling. Overall, we found that the quality of Illumina raw sequence data was high with little overall variability, with one exception, attributed to a specific library preparation kit. The variability of Ion Torrent data was higher, independent of the investigated species. For cgMLST and SNP analysis results, we found that technological sequencing artefacts could be reduced by the use of filters, and that SNP analysis was more suited than cgMLST to compare data of different contributors. Regarding the four species, a minority of Campylobacter isolate data showed the in comparison highest divergence with regard to sequence type and cgMLST analysis. We additionally compared the assembler SPAdes and SKESA for their performance on the Illumina data sets of the different species and library preparation methods and found overall similar assembly quality metrics and cgMLST statistics.

2.
Int Marit Health ; 74(4): 235-242, 2023.
Article in English | MEDLINE | ID: mdl-38111243

ABSTRACT

BACKGROUND: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) outbreaks on cruise ships have rarely been investigated. In early 2022, we were informed about a SARS-CoV-2 outbreak on a cruise ship calling Port of Hamburg after 10 infections among crew members were detected. We conducted an outbreak investigation in collaboration between ship owners, the ship physician and Hamburg's Institute for Hygiene and Environment, to identify risk factors and to achieve containment. The aim was to identify risk factors for SARS-CoV-2 infection and SARS-CoV-2 variants in a cohort of 165 crew members. MATERIALS AND METHODS: For this purpose, we collected data on age, sex, nationality, boarding-time, cabin use (single/shared), work place, and vaccination status of the study participants. Cases were defined as individuals who tested SARS-CoV-2 positive at least once in daily screenings during the outbreak period (10 days) by polymerase chain reaction or antigen test. We investigated risk factors for infection by descriptive, univariable and multivariable analysis. We performed whole genome sequencing to identify SARS-CoV-2 variants. RESULTS: We verified 103 SARS-CoV-2 positive cases (attack rate [AR] 62.4%); 39/41 sequenced samples were BA.2.3 Omicron subtype, one BA.1 and one BA.1.1. Among boostered crew members, AR was 38% vs. 65% among those vaccinated once or twice. Among those who stayed < 30 days on board, AR was 31% vs. 72% among those staying on board longer. Among Europeans, the AR was 53% vs. 71% in non- -Europeans. Adjusting for age and sex, cases were more likely to have received no booster vaccine (odds ratio [OR]: 2.66, 95% confidence interval [CI]: 0.99-7.13), to have spent more time on board (≥ 30 days, OR: 6.36, 95% CI: 2.81-14.40 vs. < 30 days) and to have a non-European nationality (OR: 2.14, 95% CI: 1.08-4.27). The outbreak stopped shortly after offboard isolation of cases. CONCLUSIONS: This investigation confirms the importance of a booster vaccine against COVID-19. Longer stays onboard could facilitate social mixing. Further studies could investigate the impact of social, cultural/ behavioural patterns and public health access on the infection risk. Physical distancing together with screening and isolation can contain SARS-CoV-2 outbreaks on cruise ships.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , COVID-19/epidemiology , COVID-19/prevention & control , Ships , COVID-19 Vaccines , Disease Outbreaks/prevention & control
3.
Extremophiles ; 25(2): 101-114, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33416984

ABSTRACT

Next-generation sequencing and computational biology have facilitated the implementation of new combinatorial screening approaches to discover novel enzymes of biotechnological interest. In this study, we describe the successful establishment of a multi-omic approach for the identification of thermostable hydrolase-encoding genes by determination of gene expression levels. We applied this combinatorial approach using an anaerobic enrichment culture from an Azorean hot spring sample grown on green coffee beans as recalcitrant substrate. An in-depth analysis of the microbial community resulted in microorganisms capable of metabolizing the selected substrate, such as the genera Caloramator, Dictyoglomus and Thermoanaerobacter as active and abundant microorganisms. To discover glycoside hydrolases, 90,342 annotated genes were screened for specific reaction types. A total number of 106 genes encoding cellulases (EC 3.2.1.4), beta-glucosidases (EC 3.2.1.21) and endo-1,4-beta-mannosidases (EC 3.2.1.78) were selected. Mapping of RNA-Seq reads to the related metagenome led to expression levels for each gene. Amongst those, 14 genes, encoding glycoside hydrolases, showed highest expression values, and were used for further cloning. Four proteins were biochemically characterized and were identified as thermoactive glycoside hydrolases with a broad substrate range. This work demonstrated that a combinatory omic approach is a suitable strategy identifying unique thermoactive enzymes from environmental samples.


Subject(s)
Metagenomics , Microbiota , Bacteria/genetics , Glycoside Hydrolases/genetics , Metagenome
4.
N Biotechnol ; 59: 88-96, 2020 Nov 25.
Article in English | MEDLINE | ID: mdl-32750680

ABSTRACT

The transition to a sustainable bio-based circular economy requires cutting edge technologies that ensure economic growth with environmentally responsible action. This transition will only be feasible when the opportunities of digitalization are also exploited. Digital methods and big data handling have already found their way into life sciences and generally offer huge potential in various research areas. While computational analyses of microbial metagenome data have become state of the art, the true potential of bioinformatics remains mostly untapped so far. In this article we present challenges and opportunities of digitalization including multi-omics approaches in discovering and exploiting the microbial diversity of the planet with the aim to identify robust biocatalysts for application in sustainable bioprocesses as part of the transition from a fossil-based to a bio-based circular economy. This will contribute to solving global challenges, including utilization of natural resources, food supply, health, energy and the environment.


Subject(s)
Biotechnology/economics , Computational Biology/economics , Economic Development , Enzymes/economics , Metagenomics/economics , Deep Learning , Enzymes/metabolism
5.
Appl Microbiol Biotechnol ; 103(23-24): 9505-9514, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31713674

ABSTRACT

A metagenome from an enrichment culture of a hydrothermal vent sample taken at Vulcano Island (Italy) was sequenced and an endoglucanase-encoding gene (vul_cel5A) was identified in a previous work. Vul_Cel5A with maximal activity at 115 °C was characterized as the most heat-active endoglucanase to date. Based on metagenome sequences, genomes were binned and bin4 included vul_cel5A as well as a putative GH1 ß-glycosidase-encoding gene (vul_bgl1A) with highest identities to sequences from the archaeal genus Thermococcus. The recombinant ß-glucosidase Vul_Bgl1A produced in E. coli BL21 pQE-80L exhibited highest activity at 105 °C and pH 7.0 (76.12 ± 5.4 U/mg, 100%) using 4NP ß-D-glucopyranoside as substrate and 61% relative activity at 120 °C. Accordingly, Vul_Bgl1A represents one of the most heat-active ß-glucosidases to date. The enzyme has a broad substrate specificity with 155% activity towards 4NP ß-D-mannopyranoside in comparison with 4NP ß-D-glucopyranoside. Moreover, nearly complete hydrolysis of cellobiose was demonstrated. The enzyme exhibited a high glucose tolerance with 26% residual activity in presence of 2 M glucose and was furthermore activated at glucose concentrations of up to 0.5 M. When the endoglucanase Vul_Cel5A and the ß-glucosidase Vul_Bgl1A were applied simultaneously at 99 °C, 158% activity towards barley ß-glucan and 215% towards mannan were achieved compared with the activity of Vul_Cel5A alone (100%). Consequently, a significant increase in glucose formation was observed when both enzymes were incubated with ß-glucan and mannan suggesting a synergistic effect. Hence, the two archaeal extremozymes are ideal candidates for complete glucan and mannan saccharification at temperatures above the boiling point of water.


Subject(s)
Archaeal Proteins/metabolism , Cellulase/metabolism , Glucans/metabolism , Mannans/metabolism , beta-Glucosidase/metabolism , Archaeal Proteins/genetics , Archaeal Proteins/isolation & purification , Cellobiose/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Glucose/biosynthesis , Hot Temperature , Hydrogen-Ion Concentration , Hydrolysis , Metagenome/genetics , Open Reading Frames , Recombinant Proteins/genetics , Recombinant Proteins/isolation & purification , Recombinant Proteins/metabolism , Substrate Specificity , Thermococcus/genetics , beta-Glucosidase/genetics , beta-Glucosidase/isolation & purification
6.
Extremophiles ; 23(3): 277-281, 2019 May.
Article in English | MEDLINE | ID: mdl-30741334

ABSTRACT

DGGE analysis combined with a metagenomic approach was used to get insights into heterotrophic anoxic enrichment cultures of four hot springs of Vale das Furnas, Portugal, using the recalcitrant substrate spent coffee ground (SCG). Parallel enrichment cultures were performed using the major components of spent coffee ground, namely arabinogalactan, galactomannan, cellulose, and proteins. DGGE revealed that heterotrophic thermophilic bacteria are highly abundant in the hydrothermal springs and significant differences in community composition depending on the substrate were observed. DNA, isolated from enrichment cultures of different locations that were grown on the same substrate were pooled, and the respective metagenomes were analyzed. Results indicated that cultures grown on recalcitrant substrate SCG consists of a totally different thermophilic community, dominated by Dictyoglomus. Enrichments with galactomannan and arabinogalactan were dominated by Thermodesulfovibrio, while cultures with casein and cellulose were dominated by Thermus. This study indicates the high potential of thermophilic bacteria degrading recalcitrant substrate such as SCG and furthermore how the accessibility to complex polymers shapes the bacterial community.


Subject(s)
Archaea , Bacteria , Biodiversity , Hot Springs/microbiology , Metagenome , Water Microbiology , Archaea/classification , Archaea/genetics , Archaea/growth & development , Archaea/isolation & purification , Bacteria/classification , Bacteria/genetics , Bacteria/growth & development , Bacteria/isolation & purification , Metagenomics , Portugal
7.
Appl Microbiol Biotechnol ; 103(3): 1267-1274, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30547216

ABSTRACT

Already-characterized microbial cellulases have proven to be highly useful for industrial processes, since they can withstand harsh industrial conditions with characteristics such as high thermo- and acid stability. These properties provide promising features for the process of plant biomass degradation and biofuel generation. Nevertheless, the number of known extremely thermoactive archaeal cellulases is low. Hence, the discovery of archaeal cellulases with different characteristics is crucial for the development of efficient and sustainable biorefinery. In this work, the metagenome of a high-temperature enrichment culture from marine environment of Vulcano Island was screened for the presence of novel endoglucanase-encoding genes of archaeal origin. The ORF vul_cel5A was detected, and the deduced protein was characterized as the most thermoactive endoglucanase described to date. Vul_Cel5A was identified as a thermoactive glycoside hydrolase family 5 endoglucanase, with the highest sequence identity (72-75%) to putative endoglucanases from archaeal genera. Vul_Cel5A showed the highest activity at notable 115 °C towards barley ß-glucan (210.7 U/mg), and lichenan (209.9 U/mg), and further towards carboxymethyl cellulose (38.6 U/mg) and locust bean gum (83.0 U/mg). The endoglucanase exhibited a half-life time of 46 min at 100 °C and did not show any loss of activity after incubation for 48 h at 75 °C. Furthermore, Vul_Cel5A showed high affinity to barley ß-glucan with a Km of 0.52 mg/mL and showed tolerance against various chemical reagents. Due to the outstanding high thermoactivity and thermostability and tolerance to acidic conditions, Vul_Cel5A represents a promising novel archaeal endo-ß-glucanase for application in biorefineries for an efficient biomass pre-treatment.


Subject(s)
Archaea/enzymology , Archaea/genetics , Cellulase/genetics , Cellulase/metabolism , Hydrothermal Vents/microbiology , Metagenome/genetics , Archaea/metabolism , Bioreactors/microbiology , Carboxymethylcellulose Sodium/metabolism , Galactans/metabolism , Glucans/metabolism , Hordeum/metabolism , Hot Temperature , Islands , Mannans/metabolism , Mediterranean Region , Plant Gums/metabolism , beta-Glucans/metabolism
8.
N Biotechnol ; 40(Pt A): 144-153, 2018 Jan 25.
Article in English | MEDLINE | ID: mdl-28512003

ABSTRACT

The transition of the oil-based economy towards a sustainable economy completely relying on biomass as renewable feedstock requires the concerted action of academia, industry, politics and civil society. An interdisciplinary approach of various fields such as microbiology, molecular biology, chemistry, genetics, chemical engineering and agriculture in addition to cross-sectional technologies such as economy, logistics and digitalization is necessary to meet the future global challenges. The genomic era has contributed significantly to the exploitation of naturés biodiversity also from extreme habitats. By applying modern technologies it is now feasible to deliver robust enzymes (extremozymes) and robust microbial systems that are active at temperatures up to 120°C, at pH 0 and 12 and at 1000bar. In the post-genomic era, different sophisticated "omics" analyses will allow the identification of countless novel enzymes regardless of the lack of cultivability of most microorganisms. Furthermore, elaborate protein-engineering methods are clearing the way towards tailor-made robust biocatalysts. Applying environmentally friendly and efficient biological processes, terrestrial and marine biomass can be converted to high value products e.g. chemicals, building blocks, biomaterials, pharmaceuticals, food, feed and biofuels. Thus, further application of extremophiles has the potential to improve sustainability of existing biotechnological processes towards a greener biobased industry.


Subject(s)
Conservation of Natural Resources , Extremophiles , Oil and Gas Industry/organization & administration , Extremophiles/genetics , Extremophiles/metabolism , Metagenome
9.
Extremophiles ; 21(4): 733-742, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28493148

ABSTRACT

To obtain new insights into community compositions of hyperthermophilic microorganisms, defined as having optimal growth temperatures of 80 °C and above, sediment and water samples were taken from two shallow marine hydrothermal vents (I and II) with temperatures of 100 °C at Vulcano Island, Italy. A combinatorial approach of denaturant gradient gel electrophoresis (DGGE) and metagenomic sequencing was used for microbial community analyses of the samples. In addition, enrichment cultures, growing anaerobically on selected polysaccharides such as starch and cellulose, were also analyzed by the combinatorial approach. Our results showed a high abundance of hyperthermophilic archaea, especially in sample II, and a comparable diverse archaeal community composition in both samples. In particular, the strains of the hyperthermophilic anaerobic genera Staphylothermus and Thermococcus, and strains of the aerobic hyperthermophilic genus Aeropyrum, were abundant. Regarding the bacterial community, ε-Proteobacteria, especially the genera Sulfurimonas and Sulfurovum, were highly abundant. The microbial diversity of the enrichment cultures changed significantly by showing a high dominance of archaea, particularly the genera Thermococcus and Palaeococcus, depending on the carbon source and the selected temperature.


Subject(s)
Archaea/classification , Bacteria/classification , Hydrothermal Vents/microbiology , Marine Biology , Archaea/genetics , Bacteria/genetics , Italy , RNA, Ribosomal, 16S/genetics
10.
Stand Genomic Sci ; 12: 22, 2017.
Article in English | MEDLINE | ID: mdl-28174620

ABSTRACT

Thermus brockianus strain GE-1 is a thermophilic, Gram-negative, rod-shaped and non-motile bacterium that was isolated from the Geysir geothermal area, Iceland. Like other thermophiles, Thermus species are often used as model organisms to understand the mechanism of action of extremozymes, especially focusing on their heat-activity and thermostability. Genome-specific features of T. brockianus GE-1 and their properties further help to explain processes of the adaption of extremophiles at elevated temperatures. Here we analyze the first whole genome sequence of T. brockianus strain GE-1. Insights of the genome sequence and the methodologies that were applied during de novo assembly and annotation are given in detail. The finished genome shows a phred quality value of QV50. The complete genome size is 2.38 Mb, comprising the chromosome (2,035,182 bp), the megaplasmid pTB1 (342,792 bp) and the smaller plasmid pTB2 (10,299 bp). Gene prediction revealed 2,511 genes in total, including 2,458 protein-encoding genes, 53 RNA and 66 pseudo genes. A unique genomic region on megaplasmid pTB1 was identified encoding key enzymes for xylan depolymerization and xylose metabolism. This is in agreement with the growth experiments in which xylan is utilized as sole source of carbon. Accordingly, we identified sequences encoding the xylanase Xyn10, an endoglucanase, the membrane ABC sugar transporter XylH, the xylose-binding protein XylF, the xylose isomerase XylA catalyzing the first step of xylose metabolism and the xylulokinase XylB, responsible for the second step of xylose metabolism. Our data indicate that an ancestor of T. brockianus obtained the ability to use xylose as alternative carbon source by horizontal gene transfer.

11.
Curr Opin Microbiol ; 25: 113-9, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26066287

ABSTRACT

Industrial processes often take place under harsh conditions that are hostile to microorganisms and their biocatalysts. Microorganisms surviving at temperatures above 60°C represent a chest of biotechnological treasures for high-temperature bioprocesses by producing a large portfolio of biocatalysts (thermozymes). Due to the unique requirements to cultivate thermophilic (60-80°C) and hyperthermophilic (80-110°C) Bacteria and Archaea, less than 5% are cultivable in the laboratory. Therefore, other approaches including sequence-based screenings and metagenomics have been successful in providing novel thermozymes. In particular, polysaccharide-degrading enzymes (amylolytic enzymes, hemicellulases, cellulases, pectinases and chitinases), lipolytic enzymes and proteases from thermophiles have attracted interest due to their potential for versatile applications in pharmaceutical, chemical, food, textile, paper, leather and feed industries as well as in biorefineries.


Subject(s)
Archaea/enzymology , Bacteria/enzymology , Biotechnology , Enzymes/chemistry , Hot Temperature , Cellulases/metabolism , Enzymes/economics , Enzymes/isolation & purification , Enzymes/metabolism , Industrial Microbiology/methods , Metagenomics , Peptide Hydrolases/metabolism
12.
Eur J Cell Biol ; 89(12): 873-87, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20701996

ABSTRACT

In fungi, the homoeodomain protein STE12 controls diverse developmental processes, and derives its regulatory specificity from different protein interactions. We recently showed that in the homothallic ascomycete Sordaria macrospora, STE12 is essential for ascospore development, and is able to interact with the alpha-domain mating-type protein SMTA-1 and the MADS box protein MCM1. To further evaluate the functional roles of STE12, we used the yeast two-hybrid approach to identify new STE12-interacting partners. Using STE12 as bait, a small, serine-threonine-rich protein (designated STE12-interacting protein 2, SIP2) was identified. SIP2 is conserved among members of the fungal class Sordariomycetes. In vivo localization studies revealed that SIP2 was targeted to the nucleus and cytoplasm. The STE12/SIP2 interaction was further confirmed in vivo by bimolecular fluorescence complementation. Nuclear localization of SIP2 was apparently mediated by STE12. Unlike deletion of ste12, deletion of sip2 in S. macrospora led to only a slight decrease in ascospore germination, and no other obvious morphological phenotype. In comparison to the Δste12 single knockout strain, ascospore germination was significantly increased in a Δsip2/ste12 double knockout strain. Our data provide evidence for a regulatory role of the novel fungal protein SIP2 in ascospore germination.


Subject(s)
Fungal Proteins/metabolism , Sordariales/metabolism , Spores, Fungal/metabolism , Fungal Proteins/genetics , Polymerase Chain Reaction , Protein Binding , Sordariales/genetics , Spores, Fungal/genetics , Two-Hybrid System Techniques
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