Metagenomics | EPFL Graph Search

Metagenomics is the study of genetic material recovered directly from environmental or clinical samples by a method called sequencing. The broad field may also be referred to as environmental genomics, ecogenomics, community genomics or microbiomics. While traditional microbiology and microbial genome sequencing and genomics rely upon cultivated clonal cultures, early environmental gene sequencing cloned specific genes (often the 16S rRNA gene) to produce a profile of diversity in a natural sample. Such work revealed that the vast majority of microbial biodiversity had been missed by cultivation-based methods. Because of its ability to reveal the previously hidden diversity of microscopic life, metagenomics offers a powerful lens for viewing the microbial world that has the potential to revolutionize understanding of the entire living world. As the price of DNA sequencing continues to fall, metagenomics now allows microbial ecolo

Analysis of microbial community structures and functions in heavy metal-contaminated soils using molecular methods

Fabienne Gremion

The contamination of agricultural land and groundwater by heavy metals is essentially linked to human activities. A major problem with heavy metals is that they cannot be biodegraded and therefore reside in the environment for long periods of time if they are not removed. Thus, depending of the kind and depth of contamination, different remediation techniques were developed. One of these methods, called "phytoextraction", uses the ability of so-called hyperaccumulating plants to extract high amounts of heavy metals. Accumulation of heavy metals in the environment is a serious concern for animal and human health. At the microscopic scale, heavy metals may have also deleterious effects on bacteria which are the key-players of the different nutrient turnovers in soils. Consequently, ecosystem functioning can be seriously perturbed and the long-term soil fertility may be threatened. The recent development of molecular biology greatly contributed to the discovery of the microbial diversity and its function in the soil. However, to date only a small number of studies used molecular methods to investigate the impacts of heavy metals on the bacterial community. In this thesis, a pot experiment was conducted under controlled conditions with one hyperaccumulating plant (Thlaspi caerulescens) grown in two different soils, a long-term and an artificially heavy metal-contaminated soil. The impact of heavy metals on the microbial community was then investigated with several molecular methods. Moreover, the decrease of the bioavailable heavy metals concentrations in soil due to plant uptake allowed to study the consequences on bacterial community structure and function. Based on the 16S ribosomal RNA and the corresponding gene (16S rDNA), four clone libraries were constructed to retrieve information on the structure of the microbial community and the potentially active part of the microbial community in the rhizosphere of Thlaspi caerulescens grown during three months in a long-term contaminated soil. The data obtained with the two clone libraries (rRNA and rDNA) from the rhizosphere of Thlaspi caerulescens were compared with the bulk soil data to identify any effect of the plant on the soil microbial community structure. Partial sequence analysis of 282 clones revealed that most of the environmental sequences in both soils affiliated with five major phylogenetic groups, the Actinobacteria, α-Proteobacteria, β-Proteobacteria, Acidobacteria and the Planctomycetales. The taxa dominating the bacterial community structure in the bulk soil also dominated the rhizosphere community, indicating that the plant did not exert a major influence on the overall bacterial diversity. However, all dominant taxa, with the exception of the Actinobacteria, were relatively less represented in the rRNA libraries as compared to the rDNA libraries. On the contrary, sequences belonging to the Actinobacteria dominated both bulk and rhizosphere soil libraries derived from rRNA. Seventy per cent of these clone sequences were related to two subgroups of the Rubrobacteria, which was an indication that this group of bacteria was probably metabolically active in heavy metal-contaminated soils. Fluorescence in situ hybridization (FISH) was used for the in situ detection and quantification of selected bacterial groups previously detected in the clone libraries from the rhizosphere of Thlaspi caerulescens. By applying the most general probe EUB338, only 20% of the total rhizosphere microbial community could be detected. Based on this result, it was difficult to conclude with certitude which were the most dominant bacteria in the rhizosphere. However, despite this low detection rate, it was possible to detect the major groups present in the rhizosphere clone libraries using group-specific oligonucleotide probes. As part of our sequences were affiliated to two emerging bacterial groups, the Acidobacteria and the Rubrobacteria, two new probes were designed, Acido228 (specific for the subgroup 1 of the Acidobacterium division) and Rubro198 (specific for the all Rubrobacteria subclass), for the detection of these microorganisms. These two probes were first checked for their specificity with pure cultures and finally applied in the rhizosphere soil allowing for the first time the detection of these organisms in situ. Finally, the impact of heavy metals and a subsequent one-year phytoextraction with Thlaspi caerulescens on the soil microbial community was investigated in an artificially heavy metal-contaminated soil. All the different molecular and culture-dependent techniques used, denaturing gradient gel electrophoresis (DGGE), community level physiological profile (CLPP) and potential ammonium-oxidation measurement showed that the heavy metal addition induced drastic changes in the bacterial community. Moreover, the analysis of the different bacterial DGGE patterns (Bacteria, β-Proteobacteria and ammonia-oxidising bacteria) obtained during this experiment showed that one-year phytoremediation was not sufficient to recover the initial community present in the non-contaminated soil. However, with the CLPP analysis, it was possible to detect a stimulating effect of the plant on a part of the microbial community in both contaminated and non-contaminated soils. The most obvious result was obtained in the contaminated soil where the number of substrates metabolised increased significantly in the presence of the plant as compared to the unplanted contaminated samples. The measurement of the potential ammonium-oxidation was used as a criterion for soil quality. Although this test showed that the ammonia-oxidising bacteria were significantly stimulated in the planted non-contaminated soil samples, the positive effect of the plant on these bacteria was not sufficient to overcome the inhibition induced by the presence of the heavy metals in the contaminated soil, even after one year phytoremediation. To conclude, molecular methods in combination with culture-dependent techniques have proven in this study to be very useful for the detection of the changes induced by the heavy metals in the structure and the function of the microbial community. Moreover, the molecular techniques contributed to the identification of bacteria which could be potentially used for the bioremediation of contaminated soils thus offering new perspectives of investigation and technology development.

EPFL2003

Gene expression analysis of metastases and IL-1R1 characterization in a NALP3 mouse model

Heidi Fournier

Tumor microenvironment contributes strongly to tumor evolution toward metastasis, a final stage in cancer progression. It provides essential clues to promote migration of cancer cells in metastatic sites. Moreover, inflammatory cells and immunomodulatory mediators present in the microenvironment are able to polarize the host immune response, thereby potentiating primary tumor development. The reciprocal and dynamic interactions between microenvironment and tumor cells orchestrate critical steps of evolution toward metastasis. To address the role of inflammation in tumor progression, a mouse model of downregulated inflammation was used: the NALP3 gene in these mice is knocked-out, causing a impaired processing of the two inflammatory cytokines Interleukin-1[beta] and IL-18 which are essential for the recruitment and activation of immune cells. In this case, a decrease in tumor growth and metastasis was observed in previous studies, leading us to investigate the molecular and cellular interactions of tumor and immune cells in inflammatory and non-inflammatory contexts. Gene expression analysis was performed on two steps of mouse tumor cells: the B16-F10 melanoma cells seem to be more dependent on the immune cells recruitment to metastasize in vivo, while the Lewis Lung Carcinomas cells showed a quite equivalent growth in both wild-type or NALP3 knock-out mice. Different techniques were used to do so, such as standard in vitro assays and mRNA expression analyses, and in vivo tests with extraction of tumoral mRNA by Laser Capture Microdissection. Gene expression analyses of tumor cells were performed to address the influence of the inflammatory background. Comparison of these two gene expression profiles may reveal genes related to the specific reactive inflammatory response surrounding the given metastases. Another point that was investigated was the importance of the IL-1R1, receptor of interleukin-1. Since it represents the counterpart of IL-1[beta] signaling, its expression by immune and tumor cells may correlate with degree of tumor growth and invasion. In vitro and in vivo assays allowed better understanding the importance of this receptor. While a downregulation of this receptor impairs proliferation of in vitro cell cultures, at the in vivo level, the number of metastases is decreased too. These results provide potential clues indicating the important role played by the inflammatory cells, and how they can support and promote tumor progression, in particular through the expression of NALP3. The adaptation mechanisms of tumor cells to their microenvironment were also assessed, opening different insights for targeting the tumor itself as well as the inflammatory microenvironment.

2011

Methylation of arsenic by single-species and soil-derived microbial cultures

Karen Elda Viacava Romo

Arsenic (As) is simultaneously a ubiquitous and a toxic element. Arsenic is subject to bio-transformations catalyzed by microorganisms constituting the As biogeochemical cycle. The primordial Earth was devoid of oxygen, exposing life to the highly mobile and toxic arsenite. This early contact with As is imprinted in the tree of life as arsenic resistance genes, e.g. arsenite efflux by transmembrane transporters. Arsenic bio-transformations includes As methylation catalyzed by the ArsM enzyme. ArsM attaches methyl groups to inorganic As, generating organic As in the trivalent (highly toxic species) and pentavalent (relatively innocuous species) forms. Worldwide concern about exposure to As has been raised due to the high As levels in groundwater in South-East Asia used for consumption and rice cultivation. Rice plants are grown under flooded conditions which are conducive to arsenite mobilization and uptake by roots, resulting in the presence of inorganic and methylated As in grains. Compared to inorganic As, methylarsenicals are more easily accumulated in rice grains and are implicated in rice plant disorders resulting in sterility. Methylated species are not synthesized by the plant but by soil microorganisms. To date, mainly aerobic microbial species able to methylate As as an apparent detoxification strategy, have been isolated from paddies. Thus, despite the fact that methylarsenical synthesis appears to be enhanced during anoxic conditions, the drivers and the physiological role of As methylation remain unknown in the absence of oxygen. The thesis focuses on the identification of active As-methylating microorganisms as single species and as members of anaerobic microbiomes from rice paddy soils. In the first part, five bacterial strains and two methanogenic archaea, belonging to genera identified in paddy soils, were evaluated for active arsenite methylation. While aerobic bacterial strains were sensitive to increasing As concentrations, they efficiently methylated As. Conversely, anaerobic bacterial strains were resistant to increasing As concentrations but methylated poorly. Suspecting that As detoxification was occurring through As efflux and outcompeting methylation under anaerobic conditions, we proceeded with the deletion of the arsenite transmembrane transporter in the anaerobic strain Clostridium pasteurianum. The As efflux was disrupted in the mutant leading to higher intracellular concentrations, higher arsM transcription, and increase in the methylation efficiency. Based on the results, we hypothesize that under anoxic conditions, the efficient arsenite efflux systems from anaerobic microorganisms preclude efficient As methylation. In the second part, meta-omic approaches (metagenomics, metatranscriptomics and metaproteomics) were used to identify active As methylators in two soil-derived microbiomes shown to methylate arsenite. The metagenomic data was used to reconstruct the microbial genomes present as metagenome-assembled genomes (MAG). The metabolic capacity for each MAG was identified by the functional annotation of genes while active metabolisms were deciphered from mRNA transcripts (metatranscriptome) and protein expression (metaproteome). Annotation and expression of arsenic resistance genes pointed to fermenting microorganisms as the main drivers of As methylation in both microbiomes. This work is a contribution to the understanding of the linkages between microbial diversity and arsenic bio-transformation.

EPFL2020