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Dive into the research topics where David Rojo is active.

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Featured researches published by David Rojo.


Gut | 2013

Gut microbiota disturbance during antibiotic therapy: a multi-omic approach

Ana Elena Pérez-Cobas; María José Gosalbes; Anette K. Friedrichs; Henrik Knecht; Alejandro Artacho; Kathleen Eismann; Wolfgang Otto; David Rojo; Rafael Bargiela; Martin von Bergen; Sven C. Neulinger; Carolin Däumer; Femke-Anouska Heinsen; Amparo Latorre; Coral Barbas; Jana Seifert; Vitor A. P. Martins dos Santos; Stephan J. Ott; Manuel Ferrer; Andrés Moya

Objective Antibiotic (AB) usage strongly affects microbial intestinal metabolism and thereby impacts human health. Understanding this process and the underlying mechanisms remains a major research goal. Accordingly, we conducted the first comparative omic investigation of gut microbial communities in faecal samples taken at multiple time points from an individual subjected to β-lactam therapy. Methods The total (16S rDNA) and active (16S rRNA) microbiota, metagenome, metatranscriptome (mRNAs), metametabolome (high-performance liquid chromatography coupled to electrospray ionisation and quadrupole time-of-flight mass spectrometry) and metaproteome (ultra high performing liquid chromatography coupled to an Orbitrap MS2 instrument [UPLC-LTQ Orbitrap-MS/MS]) of a patient undergoing AB therapy for 14 days were evaluated. Results Apparently oscillatory population dynamics were observed, with an early reduction in Gram-negative organisms (day 6) and an overall collapse in diversity and possible further colonisation by ‘presumptive’ naturally resistant bacteria (day 11), followed by the re-growth of Gram-positive species (day 14). During this process, the maximum imbalance in the active microbial fraction occurred later (day 14) than the greatest change in the total microbial fraction, which reached a minimum biodiversity and richness on day 11; additionally, major metabolic changes occurred at day 6. Gut bacteria respond to ABs early by activating systems to avoid the antimicrobial effects of the drugs, while ‘presumptively’ attenuating their overall energetic metabolic status and the capacity to transport and metabolise bile acid, cholesterol, hormones and vitamins; host–microbial interactions significantly improved after treatment cessation. Conclusions This proof-of-concept study provides an extensive description of gut microbiota responses to follow-up β-lactam therapy. The results demonstrate that ABs targeting specific pathogenic infections and diseases may alter gut microbial ecology and interactions with host metabolism at a much higher level than previously assumed.


Scientific Reports | 2015

Understanding the antimicrobial mechanism of TiO2-based nanocomposite films in a pathogenic bacterium

Anna Kubacka; María Suárez Diez; David Rojo; Rafael Bargiela; Sergio Ciordia; Inés Zapico; Juan Pablo Albar; Coral Barbas; Vitor A. P. Martins dos Santos; Marcos Fernández-García; Manuel Ferrer

Titania (TiO2)-based nanocomposites subjected to light excitation are remarkably effective in eliciting microbial death. However, the mechanism by which these materials induce microbial death and the effects that they have on microbes are poorly understood. Here, we assess the low dose radical-mediated TiO2 photocatalytic action of such nanocomposites and evaluate the genome/proteome-wide expression profiles of Pseudomonas aeruginosa PAO1 cells after two minutes of intervention. The results indicate that the impact on the gene-wide flux distribution and metabolism is moderate in the analysed time span. Rather, the photocatalytic action triggers the decreased expression of a large array of genes/proteins specific for regulatory, signalling and growth functions in parallel with subsequent selective effects on ion homeostasis, coenzyme-independent respiration and cell wall structure. The present work provides the first solid foundation for the biocidal action of titania and may have an impact on the design of highly active photobiocidal nanomaterials.


Scientific Reports | 2015

Bacterial population and biodegradation potential in chronically crude oil-contaminated marine sediments are strongly linked to temperature

Rafael Bargiela; Francesca Mapelli; David Rojo; Bessem Chouaia; Jesús Tornés; Sara Borin; Michael Richter; Mercedes V. Del Pozo; Simone Cappello; Christoph Gertler; Maria Genovese; Renata Denaro; Mónica Martínez-Martínez; Stilianos Fodelianakis; Ranya A. Amer; David Bigazzi; Xifang Han; Jianwei Chen; Tatyana N. Chernikova; Olga V. Golyshina; Mouna Mahjoubi; Atef Jaouanil; Fatima Benzha; Mirko Magagnini; Emad Hussein; Fuad A. Al-Horani; Ameur Cherif; Mohamed Blaghen; Yasser R. Abdel-Fattah; Nicolas Kalogerakis

Two of the largest crude oil-polluted areas in the world are the semi-enclosed Mediterranean and Red Seas, but the effect of chronic pollution remains incompletely understood on a large scale. We compared the influence of environmental and geographical constraints and anthropogenic forces (hydrocarbon input) on bacterial communities in eight geographically separated oil-polluted sites along the coastlines of the Mediterranean and Red Seas. The differences in community compositions and their biodegradation potential were primarily associated (P < 0.05) with both temperature and chemical diversity. Furthermore, we observed a link between temperature and chemical and biological diversity that was stronger in chronically polluted sites than in pristine ones where accidental oil spills occurred. We propose that low temperature increases bacterial richness while decreasing catabolic diversity and that chronic pollution promotes catabolic diversification. Our results further suggest that the bacterial populations in chronically polluted sites may respond more promptly in degrading petroleum after accidental oil spills.


Scientific Reports | 2013

Microbial life in the Lake Medee , the largest deep-sea salt-saturated formation

Michail M. Yakimov; Violetta La Cono; Vladlen Z. Slepak; Gina La Spada; Erika Arcadi; Enzo Messina; Mireno Borghini; L. S. Monticelli; David Rojo; Coral Barbas; Olga V. Golyshina; Manuel Ferrer; Peter N. Golyshin; Laura Giuliano

Deep-sea hypersaline anoxic lakes (DHALs) of the Eastern Mediterranean represent some of the most hostile environments on our planet. We investigated microbial life in the recently discovered Lake Medee, the largest DHAL found to-date. Medee has two unique features: a complex geobiochemical stratification and an absence of chemolithoautotrophic Epsilonproteobacteria, which usually play the primary role in dark bicarbonate assimilation in DHALs interfaces. Presumably because of these features, Medee is less productive and exhibits reduced diversity of autochthonous prokaryotes in its interior. Indeed, the brine community almost exclusively consists of the members of euryarchaeal MSBL1 and bacterial KB1 candidate divisions. Our experiments utilizing cultivation and [14C]-assimilation, showed that these organisms at least partially rely on reductive cleavage of osmoprotectant glycine betaine and are engaged in trophic cooperation. These findings provide novel insights into how prokaryotic communities can adapt to salt-saturated conditions and sustain active metabolism at the thermodynamic edge of life.


Scientific Reports | 2015

Ranking the impact of human health disorders on gut metabolism: Systemic lupus erythematosus and obesity as study cases

David Rojo; Arancha Hevia; Rafael Bargiela; Patricia López; Adriana Cuervo; Sonia González; Ana Suárez; Borja Sánchez; Mónica Martínez-Martínez; Christian Milani; Marco Ventura; Coral Barbas; Andrés Moya; Antonio Suárez; Abelardo Margolles; Manuel Ferrer

Multiple factors have been shown to alter intestinal microbial diversity. It remains to be seen, however, how multiple collective pressures impact the activity in the gut environment and which, if any, is positioned as a dominant driving factor determining the final metabolic outcomes. Here, we describe the results of a metabolome-wide scan of gut microbiota in 18 subjects with systemic lupus erythematosus (SLE) and 17 healthy control subjects and demonstrate a statistically significant difference (p < 0.05) between the two groups. Healthy controls could be categorized (p < 0.05) based on their body mass index (BMI), whereas individuals with SLE could not. We discuss the prevalence of SLE compared with BMI as the dominant factor that regulates gastrointestinal microbial metabolism and provide plausible explanatory causes. Our results uncover novel perspectives with clinical relevance for human biology. In particular, we rank the importance of various pathophysiologies for gut homeostasis.


Bioanalysis | 2012

LC–MS metabolomics of polar compounds

David Rojo; Coral Barbas; Francisco J. Rupérez

The metabolome is the complete set of small molecules coming from protein activity (anabolism and catabolism) in living systems. They have a broad range of chemical structures and physicochemical properties and therefore different analytical methodologies are necessary. Highly polar metabolites, such as sugars and most amino acids are not retained by conventional reversed-phase LC columns. Without sufficient retention, coelution may result in identification problems while the detection of compounds by MS at low concentrations may also be problematic due to ion suppression. In order to retain compounds based on their hydrophilicity, polar stationary phases and hydrophilic-interaction LC provide a complementary tool to reversed-phase LC for untargeted comprehensive metabolite fingerprinting. However, robustness of the methods is still limiting their applications. This review focuses on sample pretreatment, stationary phases, analytical methods and applications for polar compound analysis in biological matrices.


The ISME Journal | 2015

Clostridium difficile heterogeneously impacts intestinal community architecture but drives stable metabolome responses

David Rojo; María José Gosalbes; Rafaela Ferrari; Ana Elena Pérez-Cobas; Ester Hernández; Rosa Oltra; Javier Buesa; Amparo Latorre; Coral Barbas; Manuel Ferrer; Andrés Moya

Clostridium difficile-associated diarrhoea (CDAD) is caused by C. difficile toxins A and B and represents a serious emerging health problem. Yet, its progression and functional consequences are unclear. We hypothesised that C. difficile can drive major measurable metabolic changes in the gut microbiota and that a relationship with the production or absence of toxins may be established. We tested this hypothesis by performing metabolic profiling on the gut microbiota of patients with C. difficile that produced (n=6) or did not produce (n=4) toxins and on non-colonised control patients (n=6), all of whom were experiencing diarrhoea. We report a statistically significant separation (P-value <0.05) among the three groups, regardless of patient characteristics, duration of the disease, antibiotic therapy and medical history. This classification is associated with differences in the production of distinct molecules with presumptive global importance in the gut environment, disease progression and inflammation. Moreover, although severe impaired metabolite production and biological deficits were associated with the carriage of C. difficile that did not produce toxins, only previously unrecognised selective features, namely, choline- and acetylputrescine-deficient gut environments, characterised the carriage of toxin-producing C. difficile. Additional results showed that the changes induced by C. difficile become marked at the highest level of the functional hierarchy, namely the metabolic activity exemplified by the gut microbial metabolome regardless of heterogeneities that commonly appear below the functional level (gut bacterial composition). We discuss possible explanations for this effect and suggest that the changes imposed by CDAD are much more defined and predictable than previously thought.


Biochemical Pharmacology | 2017

Antibiotic use and microbiome function

Manuel Ferrer; Celia Méndez-García; David Rojo; Coral Barbas; Andrés Moya

Graphical abstract Effects of antibiotics in the microbiota and its microbial products representing the microbiome function. Human microbiota is exposed to multiple antibiotics each of them affecting different components of the microbiome. Figure. No Caption available. Abstract Our microbiome should be understood as one of the most complex components of the human body. The use of &bgr;‐lactam antibiotics is one of the microbiome covariates that influence its composition. The extent to which our microbiota changes after an antibiotic intervention depends not only on the chemical nature of the antibiotic or cocktail of antibiotics used to treat specific infections, but also on the type of administration, duration and dose, as well as the level of resistance that each microbiota develops. We have begun to appreciate that not all bacteria within our microbiota are vulnerable or reactive to different antibiotic interventions, and that their influence on both microbial composition and metabolism may differ. Antibiotics are being used worldwide on a huge scale and the prescription of antibiotics is continuing to rise; however, their effects on our microbiota have been reported for only a limited number of them. This article presents a critical review of the antibiotics or antibiotic cocktails whose use in humans has been linked to changes in the composition of our microbial communities, with a particular focus on the gut, oral, respiratory, skin and vaginal microbiota, and on their molecular agents (genes, proteins and metabolites). We review the state of the art as of June 2016, and cover a total of circa 68 different antibiotics. The data herein are the first to compile information about the bacteria, fungi, archaea and viruses most influenced by the main antibiotic treatments prescribed nowadays.


The ISME Journal | 2016

Elemental sulfur and acetate can support life of a novel strictly anaerobic haloarchaeon

Dimitry Y. Sorokin; Ilya V. Kublanov; Sergei Gavrilov; David Rojo; Pawel Roman; Peter N. Golyshin; Vladlen Z. Slepak; Francesco Smedile; Manuel Ferrer; Enzo Messina; Violetta La Cono; Michail M. Yakimov

Archaea domain is comprised of many versatile taxa that often colonize extreme habitats. Here, we report the discovery of strictly anaerobic extremely halophilic euryarchaeon, capable of obtaining energy by dissimilatory reduction of elemental sulfur using acetate as the only electron donor and forming sulfide and CO2 as the only products. This type of respiration has never been observed in hypersaline anoxic habitats and is the first example of such metabolic capability in the entire Archaea domain. We isolated and cultivated these unusual organisms, selecting one representative strain, HSR2, for detailed characterization. Our studies including physiological tests, genome sequencing, gene expression, metabolomics and [14C]-bicarbonate assimilation assays revealed that HSR2 oxidized acetate completely via the tricarboxylic acid cycle. Anabolic assimilation of acetate occurred via activated glyoxylate bypass and anaplerotic carboxylation. HSR2 possessed sulfurtransferase and an array of membrane-bound polysulfide reductase genes, all of which were expressed during the growth. Our findings suggest the biogeochemical contribution of haloarchaea in hypersaline anoxic environments must be reconsidered.


EBioMedicine | 2016

Gut Bacteria Metabolism Impacts Immune Recovery in HIV-infected Individuals

Sergio Serrano-Villar; David Rojo; Mónica Martínez-Martínez; Simon Deusch; Jorge F. Vázquez-Castellanos; Rafael Bargiela; Talía Sainz; Mar Vera; Santiago Moreno; Vicente Estrada; María José Gosalbes; Amparo Latorre; Jana Seifert; Coral Barbas; Andrés Moya; Manuel Ferrer

While changes in gut microbial populations have been described in human immuno-deficiency virus (HIV)-infected patients undergoing antiretroviral therapy (ART), the mechanisms underlying the contributions of gut bacteria and their molecular agents (metabolites and proteins) to immune recovery remain unexplored. To study this, we examined the active fraction of the gut microbiome, through examining protein synthesis and accumulation of metabolites inside gut bacteria and in the bloodstream, in 8 healthy controls and 29 HIV-infected individuals (6 being longitudinally studied). We found that HIV infection is associated to dramatic changes in the active set of gut bacteria simultaneously altering the metabolic outcomes. Effects were accentuated among immunological ART responders, regardless diet, subject characteristics, clinical variables other than immune recovery, the duration and type of ART and sexual preferences. The effect was found at quantitative levels of several molecular agents and active bacteria which were herein identified and whose abundance correlated with HIV immune pathogenesis markers. Although, we cannot rule out the possibility that some changes are partially a random consequence of the disease status, our data suggest that most likely reduced inflammation and immune recovery is a joint solution orchestrated by both the active fraction of the gut microbiota and the host.

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Coral Barbas

CEU San Pablo University

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Manuel Ferrer

Spanish National Research Council

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Rafael Bargiela

Spanish National Research Council

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Mónica Martínez-Martínez

Spanish National Research Council

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Jana Seifert

University of Hohenheim

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