TY - JOUR A1 - Hickl, Oskar A1 - Heintz-Buschart, Anna A1 - Trautwein-Schult, Anke A1 - Hercog, Rajna A1 - Bork, Peer A1 - Wilmes, Paul A1 - Becher, Dörte T1 - Sample preservation and storage significantly impact taxonomic and functional profiles in metaproteomics studies of the human gut microbiome JF - Microorganisms N2 - With the technological advances of the last decade, it is now feasible to analyze microbiome samples, such as human stool specimens, using multi-omic techniques. Given the inherent sample complexity, there exists a need for sample methods which preserve as much information as possible about the biological system at the time of sampling. Here, we analyzed human stool samples preserved and stored using different methods, applying metagenomics as well as metaproteomics. Our results demonstrate that sample preservation and storage have a significant effect on the taxonomic composition of identified proteins. The overall identification rates, as well as the proportion of proteins from Actinobacteria were much higher when samples were flash frozen. Preservation in RNAlater overall led to fewer protein identifications and a considerable increase in the share of Bacteroidetes, as well as Proteobacteria. Additionally, a decrease in the share of metabolism-related proteins and an increase of the relative amount of proteins involved in the processing of genetic information was observed for RNAlater-stored samples. This suggests that great care should be taken in choosing methods for the preservation and storage of microbiome samples, as well as in comparing the results of analyses using different sampling and storage methods. Flash freezing and subsequent storage at −80 °C should be chosen wherever possible. KW - proteomics KW - metaproteomics KW - metagenomics KW - microbiome KW - microbiota KW - flash freezing KW - RNAlater KW - sample storage Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-195976 SN - 2076-2607 VL - 7 IS - 9 ER - TY - JOUR A1 - Schmidt, Thomas S. B. A1 - Hayward, Matthew R. A1 - Coelho, Luiis P. A1 - Li, Simone S. A1 - Costea, Paul I. A1 - Voigt, Anita Y. A1 - Wirbel, Jakob A1 - Maistrenko, Oleksandr M. A1 - Alves, Renato J. C. A1 - Bergsten, Emma A1 - de Beaufort, Carine A1 - Sobhani, Iradj A1 - Heintz-Buschart, Anna A1 - Sunagawa, Shinichi A1 - Zeller, Georg A1 - Wilmes, Paul A1 - Bork, Peer T1 - Extensive transmission of microbes along the gastrointestinal tract JF - eLife N2 - The gastrointestinal tract is abundantly colonized by microbes, yet the translocation of oral species to the intestine is considered a rare aberrant event, and a hallmark of disease. By studying salivary and fecal microbial strain populations of 310 species in 470 individuals from five countries, we found that transmission to, and subsequent colonization of, the large intestine by oral microbes is common and extensive among healthy individuals. We found evidence for a vast majority of oral species to be transferable, with increased levels of transmission in colorectal cancer and rheumatoid arthritis patients and, more generally, for species described as opportunistic pathogens. This establishes the oral cavity as an endogenous reservoir for gut microbial strains, and oral-fecal transmission as an important process that shapes the gastrointestinal microbiome in health and disease. KW - Colonization KW - Annotation KW - Dynamics KW - Accurate KW - Strains KW - Barrier KW - Health KW - Acids KW - Research Article KW - Computational and Systems Biology KW - Microbiology and Infectious Disease KW - microbiome KW - gastrointestinal tract KW - colorectal cancer KW - rheumatoid arthritis KW - metagenomics Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-228954 VL - 8 ER - TY - JOUR A1 - Coelho, Luis Pedro A1 - Kultima, Jens Roat A1 - Costea, Paul Igor A1 - Fournier, Coralie A1 - Pan, Yuanlong A1 - Czarnecki-Maulden, Gail A1 - Hayward, Matthew Robert A1 - Forslund, Sofia K. A1 - Schmidt, Thomas Sebastian Benedikt A1 - Descombes, Patrick A1 - Jackson, Janet R. A1 - Li, Qinghong A1 - Bork, Peer T1 - Similarity of the dog and human gut microbiomes in gene content and response to diet JF - Microbiome N2 - Background Gut microbes influence their hosts in many ways, in particular by modulating the impact of diet. These effects have been studied most extensively in humans and mice. In this work, we used whole genome metagenomics to investigate the relationship between the gut metagenomes of dogs, humans, mice, and pigs. Results We present a dog gut microbiome gene catalog containing 1,247,405 genes (based on 129 metagenomes and a total of 1.9 terabasepairs of sequencing data). Based on this catalog and taxonomic abundance profiling, we show that the dog microbiome is closer to the human microbiome than the microbiome of either pigs or mice. To investigate this similarity in terms of response to dietary changes, we report on a randomized intervention with two diets (high-protein/low-carbohydrate vs. lower protein/higher carbohydrate). We show that diet has a large and reproducible effect on the dog microbiome, independent of breed or sex. Moreover, the responses were in agreement with those observed in previous human studies. Conclusions We conclude that findings in dogs may be predictive of human microbiome results. In particular, a novel finding is that overweight or obese dogs experience larger compositional shifts than lean dogs in response to a high-protein diet. KW - microbiome KW - diet KW - metagenomics KW - dog microbiome KW - human microbiome KW - mouse microbiome KW - pig microbiome Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-223177 VL - 6 ER - TY - JOUR A1 - Costea, Paul I. A1 - Coelho, Louis Pedro A1 - Sunagawa, Shinichi A1 - Munch, Robin A1 - Huerta-Cepas, Jaime A1 - Forslund, Kristoffer A1 - Hildebrand, Falk A1 - Kushugulova, Almagul A1 - Zeller, Georg A1 - Bork, Peer T1 - Subspecies in the global human gut microbiome JF - Molecular Systems Biology N2 - Population genomics of prokaryotes has been studied in depth in only a small number of primarily pathogenic bacteria, as genome sequences of isolates of diverse origin are lacking for most species. Here, we conducted a large‐scale survey of population structure in prevalent human gut microbial species, sampled from their natural environment, with a culture‐independent metagenomic approach. We examined the variation landscape of 71 species in 2,144 human fecal metagenomes and found that in 44 of these, accounting for 72% of the total assigned microbial abundance, single‐nucleotide variation clearly indicates the existence of sub‐populations (here termed subspecies). A single subspecies (per species) usually dominates within each host, as expected from ecological theory. At the global scale, geographic distributions of subspecies differ between phyla, with Firmicutes subspecies being significantly more geographically restricted. To investigate the functional significance of the delineated subspecies, we identified genes that consistently distinguish them in a manner that is independent of reference genomes. We further associated these subspecies‐specific genes with properties of the microbial community and the host. For example, two of the three Eubacterium rectale subspecies consistently harbor an accessory pro‐inflammatory flagellum operon that is associated with lower gut community diversity, higher host BMI, and higher blood fasting insulin levels. Using an additional 676 human oral samples, we further demonstrate the existence of niche specialized subspecies in the different parts of the oral cavity. Taken together, we provide evidence for subspecies in the majority of abundant gut prokaryotes, leading to a better functional and ecological understanding of the human gut microbiome in conjunction with its host. KW - biology KW - genetic variation KW - metagenomics KW - microbiome KW - population structure KW - prokaryotic subspecies Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-172674 VL - 13 IS - 12 ER -