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1.
Mol Syst Biol ; 19(9): e11525, 2023 09 12.
Artículo en Inglés | MEDLINE | ID: mdl-37485738

RESUMEN

Multi-omics analyses are used in microbiome studies to understand molecular changes in microbial communities exposed to different conditions. However, it is not always clear how much each omics data type contributes to our understanding and whether they are concordant with each other. Here, we map the molecular response of a synthetic community of 32 human gut bacteria to three non-antibiotic drugs by using five omics layers (16S rRNA gene profiling, metagenomics, metatranscriptomics, metaproteomics and metabolomics). We find that all the omics methods with species resolution are highly consistent in estimating relative species abundances. Furthermore, different omics methods complement each other for capturing functional changes. For example, while nearly all the omics data types captured that the antipsychotic drug chlorpromazine selectively inhibits Bacteroidota representatives in the community, the metatranscriptome and metaproteome suggested that the drug induces stress responses related to protein quality control. Metabolomics revealed a decrease in oligosaccharide uptake, likely caused by Bacteroidota depletion. Our study highlights how multi-omics datasets can be utilized to reveal complex molecular responses to external perturbations in microbial communities.


Asunto(s)
Microbiota , Multiómica , Humanos , ARN Ribosómico 16S/genética , Microbiota/genética , Metabolómica/métodos , Bacterias/genética , Metagenómica/métodos
2.
BMC Microbiol ; 24(1): 69, 2024 Feb 28.
Artículo en Inglés | MEDLINE | ID: mdl-38418983

RESUMEN

Liver steatosis is the most frequent liver disorder and its advanced stage, non-alcoholic steatohepatitis (NASH), will soon become the main reason for liver fibrosis and cirrhosis. The "multiple hits hypothesis" suggests that progression from simple steatosis to NASH is triggered by multiple factors including the gut microbiota composition. The Epstein Barr virus induced gene 2 (EBI2) is a receptor for the oxysterol 7a, 25-dihydroxycholesterol synthesized by the enzymes CH25H and CYP7B1. EBI2 and its ligand control activation of immune cells in secondary lymphoid organs and the gut. Here we show a concurrent study of the microbial dysregulation and perturbation of the EBI2 axis in a mice model of NASH.We used mice with wildtype, or littermates with CH25H-/-, EBI2-/-, or CYP7B1-/- genotypes fed with a high-fat diet (HFD) containing high amounts of fat, cholesterol, and fructose for 20 weeks to induce liver steatosis and NASH. Fecal and small intestinal microbiota samples were collected, and microbiota signatures were compared according to genotype and NASH disease state.We found pronounced differences in microbiota composition of mice with HFD developing NASH compared to mice did not developing NASH. In mice with NASH, we identified significantly increased 33 taxa mainly belonging to the Clostridiales order and/ or the family, and significantly decreased 17 taxa. Using an Elastic Net algorithm, we suggest a microbiota signature that predicts NASH in animals with a HFD from the microbiota composition with moderate accuracy (area under the receiver operator characteristics curve = 0.64). In contrast, no microbiota differences regarding the studied genotypes (wildtype vs knock-out CH25H-/-, EBI2-/-, or CYP7B1-/-) were observed.In conclusion, our data confirm previous studies identifying the intestinal microbiota composition as a relevant marker for NASH pathogenesis. Further, no link of the EBI2 - oxysterol axis to the intestinal microbiota was detectable in the current study.


Asunto(s)
Infecciones por Virus de Epstein-Barr , Microbioma Gastrointestinal , Enfermedad del Hígado Graso no Alcohólico , Oxiesteroles , Animales , Ratones , Enfermedad del Hígado Graso no Alcohólico/patología , Infecciones por Virus de Epstein-Barr/patología , Herpesvirus Humano 4 , Hígado/patología , Dieta Alta en Grasa/efectos adversos , Ratones Endogámicos C57BL , Modelos Animales de Enfermedad
3.
Nature ; 555(7698): 623-628, 2018 03 29.
Artículo en Inglés | MEDLINE | ID: mdl-29555994

RESUMEN

A few commonly used non-antibiotic drugs have recently been associated with changes in gut microbiome composition, but the extent of this phenomenon is unknown. Here, we screened more than 1,000 marketed drugs against 40 representative gut bacterial strains, and found that 24% of the drugs with human targets, including members of all therapeutic classes, inhibited the growth of at least one strain in vitro. Particular classes, such as the chemically diverse antipsychotics, were overrepresented in this group. The effects of human-targeted drugs on gut bacteria are reflected on their antibiotic-like side effects in humans and are concordant with existing human cohort studies. Susceptibility to antibiotics and human-targeted drugs correlates across bacterial species, suggesting common resistance mechanisms, which we verified for some drugs. The potential risk of non-antibiotics promoting antibiotic resistance warrants further exploration. Our results provide a resource for future research on drug-microbiome interactions, opening new paths for side effect control and drug repurposing, and broadening our view of antibiotic resistance.


Asunto(s)
Bacterias/efectos de los fármacos , Evaluación Preclínica de Medicamentos , Farmacorresistencia Bacteriana/efectos de los fármacos , Microbioma Gastrointestinal/efectos de los fármacos , Antibacterianos/farmacología , Antipsicóticos/farmacología , Bacterias/clasificación , Bacterias/crecimiento & desarrollo , Estudios de Cohortes , Ensayos Analíticos de Alto Rendimiento , Humanos , Técnicas In Vitro , Viabilidad Microbiana/efectos de los fármacos , Reproducibilidad de los Resultados , Simbiosis/efectos de los fármacos
4.
Nature ; 559(7713): 259-263, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29973719

RESUMEN

The spread of antimicrobial resistance has become a serious public health concern, making once-treatable diseases deadly again and undermining the achievements of modern medicine1,2. Drug combinations can help to fight multi-drug-resistant bacterial infections, yet they are largely unexplored and rarely used in clinics. Here we profile almost 3,000 dose-resolved combinations of antibiotics, human-targeted drugs and food additives in six strains from three Gram-negative pathogens-Escherichia coli, Salmonella enterica serovar Typhimurium and Pseudomonas aeruginosa-to identify general principles for antibacterial drug combinations and understand their potential. Despite the phylogenetic relatedness of the three species, more than 70% of the drug-drug interactions that we detected are species-specific and 20% display strain specificity, revealing a large potential for narrow-spectrum therapies. Overall, antagonisms are more common than synergies and occur almost exclusively between drugs that target different cellular processes, whereas synergies are more conserved and are enriched in drugs that target the same process. We provide mechanistic insights into this dichotomy and further dissect the interactions of the food additive vanillin. Finally, we demonstrate that several synergies are effective against multi-drug-resistant clinical isolates in vitro and during infections of the larvae of the greater wax moth Galleria mellonella, with one reverting resistance to the last-resort antibiotic colistin.


Asunto(s)
Antibacterianos/farmacología , Bacterias Gramnegativas/clasificación , Bacterias Gramnegativas/efectos de los fármacos , Animales , Benzaldehídos/farmacología , Colistina/farmacología , Combinación de Medicamentos , Interacciones Farmacológicas , Farmacorresistencia Microbiana/efectos de los fármacos , Farmacorresistencia Bacteriana Múltiple/efectos de los fármacos , Sinergismo Farmacológico , Escherichia coli/clasificación , Escherichia coli/efectos de los fármacos , Aditivos Alimentarios/farmacología , Larva/efectos de los fármacos , Larva/microbiología , Pruebas de Sensibilidad Microbiana , Mariposas Nocturnas/crecimiento & desarrollo , Mariposas Nocturnas/microbiología , Filogenia , Pseudomonas aeruginosa/clasificación , Pseudomonas aeruginosa/efectos de los fármacos , Salmonella typhimurium/clasificación , Salmonella typhimurium/efectos de los fármacos , Especificidad de la Especie
5.
Gut ; 71(7): 1359-1372, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35260444

RESUMEN

BACKGROUND: Recent evidence suggests a role for the microbiome in pancreatic ductal adenocarcinoma (PDAC) aetiology and progression. OBJECTIVE: To explore the faecal and salivary microbiota as potential diagnostic biomarkers. METHODS: We applied shotgun metagenomic and 16S rRNA amplicon sequencing to samples from a Spanish case-control study (n=136), including 57 cases, 50 controls, and 29 patients with chronic pancreatitis in the discovery phase, and from a German case-control study (n=76), in the validation phase. RESULTS: Faecal metagenomic classifiers performed much better than saliva-based classifiers and identified patients with PDAC with an accuracy of up to 0.84 area under the receiver operating characteristic curve (AUROC) based on a set of 27 microbial species, with consistent accuracy across early and late disease stages. Performance further improved to up to 0.94 AUROC when we combined our microbiome-based predictions with serum levels of carbohydrate antigen (CA) 19-9, the only current non-invasive, Food and Drug Administration approved, low specificity PDAC diagnostic biomarker. Furthermore, a microbiota-based classification model confined to PDAC-enriched species was highly disease-specific when validated against 25 publicly available metagenomic study populations for various health conditions (n=5792). Both microbiome-based models had a high prediction accuracy on a German validation population (n=76). Several faecal PDAC marker species were detectable in pancreatic tumour and non-tumour tissue using 16S rRNA sequencing and fluorescence in situ hybridisation. CONCLUSION: Taken together, our results indicate that non-invasive, robust and specific faecal microbiota-based screening for the early detection of PDAC is feasible.


Asunto(s)
Carcinoma Ductal Pancreático , Microbiota , Neoplasias Pancreáticas , Biomarcadores de Tumor , Antígeno CA-19-9 , Carcinoma Ductal Pancreático/diagnóstico , Carcinoma Ductal Pancreático/genética , Estudios de Casos y Controles , Humanos , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/genética , ARN Ribosómico 16S/genética , Neoplasias Pancreáticas
6.
Data Brief ; 55: 110607, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39006345

RESUMEN

In January 2021, Germany commenced surveillance of SARS-CoV-2 variants under the Corona Surveillance Act, which ceased in July 2023. The objective was to bolster pandemic control, as specific alterations in amino acids, particularly within the spike protein, were linked to heightened transmission and decreased vaccine effectiveness. Consequently, our team conducted whole genome sequencing using the commercially accessible ARTIC protocol on Illumina's NextSeq500 platform and MiSeq for SARS-CoV-2 positive samples obtained from patients at Heidelberg University Hospital, affiliated hospitals, and the public health office in the Rhine-Neckar/Heidelberg region. Throughout the pandemic, we refined the existing ARTIC V4 protocol as well as our bioinformatics pipeline, the details of which are outlined in this report. This report reflects the protocol for the MiSeq analysis, the protocol for the NextSeq500 can be found in our previous publication.

7.
Infect Genet Evol ; 119: 105577, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38403035

RESUMEN

In January 2021, the monitoring of circulating variants of SARS-CoV-2 was initiated in Germany under the Corona Surveillance Act, which was discontinued after July 2023. This initiative aimed to enhance pandemic containment, as specific amino acid changes, particularly in the spike protein, were associated with increased transmission and reduced vaccine efficacy. Our group conducted whole genome sequencing using the ARTIC protocol (currently V4) on Illumina's NextSeq 500 platform (and, starting in May 2023, on the MiSeq DX platform) for SARS-CoV-2 positive specimen from patients at Heidelberg University Hospital, associated hospitals, and the public health office in the Rhine-Neckar/Heidelberg region. In total, we sequenced 26,795 SARS-CoV-2-positive samples between January 2021 and July 2023. Valid sequences, meeting the requirements for upload to the German electronic sequencing data hub (DESH) operated by the Robert Koch Institute (RKI), were determined for 24,852 samples, and the lineage/clade could be identified for 25,912 samples. The year 2021 witnessed significant dynamics in the circulating variants in the Rhine-Neckar/Heidelberg region, including A.27.RN, followed by the emergence of B.1.1.7 (Alpha), subsequently displaced by B.1.617.2 (Delta), and the initial occurrences of B.1.1.529 (Omicron). By January 2022, B.1.1.529 had superseded B.1.617.2, dominating with over 90%. The years 2022 and 2023 were then characterized by the dominance of B.1.1.529 and its sublineages, particularly BA.5 and BA.2, and more recently, the emergence of recombinant variants like XBB.1.5. Since the global dominance of B.1.617.2, the identified variant distribution in our local study, apart from a time delay in the spread of new variants, can be considered largely representative of the global distribution. om a time delay in the spread of new variants, can be considered largely representative of the global distribution.


Asunto(s)
COVID-19 , SARS-CoV-2 , Humanos , SARS-CoV-2/genética , COVID-19/epidemiología , Alemania/epidemiología , Hospitales Universitarios
8.
Circ Res ; 107(5): 592-601, 2010 Sep 03.
Artículo en Inglés | MEDLINE | ID: mdl-20616313

RESUMEN

RATIONALE: The ICAP1 (integrin cytoplasmic domain-associated protein-1) is a specific intracellular binding protein of beta1-integrins and the cerebral cavernous malformation (CCM) protein CCM1. ICAP1 recruits CCM1 to the cell membrane and activates CCM1 by changing its conformation. Because CCM1 plays a critical role for cardiovascular development, we hypothesized that its activator ICAP1 is involved in vascular differentiation. OBJECTIVE: The objective of this study was to define the role of ICAP1 in endothelial cells. METHODS AND RESULTS: Loss of ICAP1 in primary human endothelial cells causes excessive angiogenic branching and network formation in vitro (3D sprouting angiogenesis) and in vivo (xenotransplantation of ICAP1-silenced human endothelial cells). ICAP1 increases cell motility and the initial formation of capillary sprouts but prevents vessel outgrowth. ICAP1 inhibits Rho kinase activity and ERK (extracellular signal-regulated kinase) phosphorylation and induces expression of the cell cycle inhibitors p21 and p27, leading to less endothelial proliferation. However, ICAP1 promotes endothelial survival and AKT phosphorylation. Global gene expression analyses revealed that the ICAP1 effects are mediated by strong activation of DELTA-NOTCH signaling. Active NOTCH1 or silencing of the NOTCH ligand DLL4 phenocopy the ICAP1 effects and blockade of NOTCH cleavage rescues the ICAP1-mediated defects in endothelial cells. Both ICAP1 and NOTCH1 reduce the expression of ESM1 (endothelial cell-specific molecule-1), and silencing of ESM1 disturbs vascular endothelial growth factor- or fibroblast growth factor 2-induced sprouting angiogenesis. CONCLUSIONS: In this study, we identified ICAP1 as a novel regulator to prevent excessive sprouting angiogenesis.


Asunto(s)
Células Endoteliales/metabolismo , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Proteínas de la Membrana/metabolismo , Neovascularización Patológica/prevención & control , Neovascularización Fisiológica , Proteínas Adaptadoras Transductoras de Señales , Animales , Apoptosis , Proteínas de Unión al Calcio , Movimiento Celular , Proliferación Celular , Supervivencia Celular , Células Cultivadas , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/metabolismo , Inhibidor p27 de las Quinasas Dependientes de la Ciclina , Células Endoteliales/trasplante , Quinasas MAP Reguladas por Señal Extracelular/metabolismo , Factor 2 de Crecimiento de Fibroblastos/metabolismo , Regulación de la Expresión Génica , Humanos , Péptidos y Proteínas de Señalización Intercelular/metabolismo , Péptidos y Proteínas de Señalización Intracelular/genética , Proteínas de la Membrana/genética , Ratones , Ratones SCID , Proteínas de Neoplasias/metabolismo , Neovascularización Patológica/genética , Neovascularización Patológica/metabolismo , Neovascularización Fisiológica/genética , Fosforilación , Proteoglicanos/metabolismo , Proteínas Proto-Oncogénicas c-akt/metabolismo , Interferencia de ARN , Receptores Notch/metabolismo , Transducción de Señal , Factores de Tiempo , Transducción Genética , Transfección , Factor A de Crecimiento Endotelial Vascular/metabolismo , Quinasas Asociadas a rho/metabolismo
9.
Heliyon ; 8(12): e12075, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36544819

RESUMEN

The purpose of the Maleth Program, also known as Project Maleth, is Malta's first space program to evaluate human skin tissue microbiome changes in type 2 diabetes mellitus (T2DM) patients afflicted with diabetic foot ulcers (DFU). This was carried out in both ground-based models and spaceflight. The first mission (Maleth I) under this program was carried out to uncover the effects of spaceflight, microgravity and radiation on human skin tissue microbiome samples from six T2DM patients recruited into the study. Each patient human skin tissue sample was split in three, with one section processed immediately for genomic profiling by 16S typing and the rest were processed for longer term ground-control and spaceflight experiments. Ground-control and spaceflight human skin tissue samples were also processed for genomic profiling upon mission re-entry and completion. Maleth I's overall objective was achieved, as human skin tissue samples with their microbiomes travelled to space and back yielding positive results by both standard microbiology techniques and genetic typing using 16S rRNA amplicon sequencing. Preliminary findings of this mission are discussed in light of its innovative approach at DFU microbiome research, and the clinical implications that may emerge from this and other future similar studies.

10.
Elife ; 62017 12 27.
Artículo en Inglés | MEDLINE | ID: mdl-29280730

RESUMEN

Understanding how genetic variation contributes to phenotypic differences is a fundamental question in biology. Combining high-throughput gene function assays with mechanistic models of the impact of genetic variants is a promising alternative to genome-wide association studies. Here we have assembled a large panel of 696 Escherichia coli strains, which we have genotyped and measured their phenotypic profile across 214 growth conditions. We integrated variant effect predictors to derive gene-level probabilities of loss of function for every gene across all strains. Finally, we combined these probabilities with information on conditional gene essentiality in the reference K-12 strain to compute the growth defects of each strain. Not only could we reliably predict these defects in up to 38% of tested conditions, but we could also directly identify the causal variants that were validated through complementation assays. Our work demonstrates the power of forward predictive models and the possibility of precision genetic interventions.


Asunto(s)
Escherichia coli K12/genética , Escherichia coli K12/fisiología , Variación Genética , Variación Biológica Poblacional , Prueba de Complementación Genética , Genotipo , Fenotipo
11.
Development ; 134(11): 2083-93, 2007 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-17507409

RESUMEN

Complete regeneration of the spinal cord occurs after tail regeneration in urodele amphibians such as the axolotl. Little is known about how neural progenitor cells are recruited from the mature tail, how they populate the regenerating spinal cord, and whether the neural progenitor cells are multipotent. To address these issues we used three types of cell fate mapping. By grafting green fluorescent protein-positive (GFP(+)) spinal cord we show that a 500 microm region adjacent to the amputation plane generates the neural progenitors for regeneration. We further tracked single nuclear-GFP-labeled cells as they proliferated during regeneration, observing their spatial distribution, and ultimately their expression of the progenitor markers PAX7 and PAX6. Most progenitors generate descendents that expand along the anterior/posterior (A/P) axis, but remain close to the dorsal/ventral (D/V) location of the parent. A minority of clones spanned multiple D/V domains, taking up differing molecular identities, indicating that cells can execute multipotency in vivo. In parallel experiments, bulk labeling of dorsally or ventrally restricted progenitor cells revealed that ventral cells at the distal end of the regenerating spinal cord switch to dorsal cell fates. Analysis of PAX7 and PAX6 expression along the regenerating spinal cord indicated that these markers are expressed in dorsal and lateral domains all along the spinal cord except at the distal terminus. These results suggest that neural progenitor identity is destabilized or altered in the terminal vesicle region, from which clear migration of cells into the surrounding blastema is also observed.


Asunto(s)
Ambystoma , Diferenciación Celular/fisiología , Células Madre Multipotentes/citología , Regeneración/fisiología , Médula Espinal/fisiología , Animales , Linaje de la Célula , Movimiento Celular/fisiología , Crioultramicrotomía , Electroporación , Proteínas del Ojo/metabolismo , Proteínas Fluorescentes Verdes/metabolismo , Proteínas de Homeodominio/metabolismo , Factor de Transcripción PAX6 , Factor de Transcripción PAX7/metabolismo , Factores de Transcripción Paired Box/metabolismo , Proteínas Represoras/metabolismo , Médula Espinal/citología , Médula Espinal/trasplante
12.
Plant J ; 48(6): 962-73, 2006 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-17227550

RESUMEN

We tested the hypothesis that the circadian clock modulates Ca(2+)-based signalling pathways, using low-temperature (LT)-induced Ca(2+) signals. We investigated the relationship between diurnal and circadian modulation of LT-induced increases in cytosolic-free calcium ([Ca(2+)](cyt)), and regulation of [Ca(2+)](cyt)-dependent outputs of the LT-signalling network (RD29A transcript abundance and stomatal closure). We measured [Ca(2+)](cyt) non-invasively using aequorin, and targeted aequorin to the guard cell using a guard cell-specific GAL4-green fluorescent protein enhancer trap line. LT caused transient increases in whole plant and guard cell [Ca(2+)](cyt). In guard cells, the LT-induced [Ca(2+)](cyt) elevation preceded stomatal closure. In whole plants, the magnitude of LT-induced [Ca(2+)](cyt) transients, measured from the entire plant or specifically the guard cell, varied with the time of day: LT-induced [Ca(2+)](cyt) transients were significantly higher during the mid-photoperiod than at the beginning or end. Diurnal variation in LT-induced guard cell [Ca(2+)](cyt) increases was not correlated to diurnal variation in LT-induced stomatal closure. There was circadian modulation of LT-induced whole plant [Ca(2+)](cyt) increases, which were correlated to the circadian pattern of RD29A induction. In order to understand the significance of LT-induced [Ca(2+)](cyt) increases, we used a computer simulation to demonstrate that, in guard cells, LT-induced [Ca(2+)](cyt) increases measured from a population of cells are likely to represent the summation of cold-induced single-cell [Ca(2+)](cyt) oscillations.


Asunto(s)
Arabidopsis/metabolismo , Señalización del Calcio , Ritmo Circadiano , Frío , Aequorina/genética , Aequorina/metabolismo , Arabidopsis/anatomía & histología , Arabidopsis/genética , Perfilación de la Expresión Génica , Proteínas Fluorescentes Verdes/genética , Proteínas Fluorescentes Verdes/metabolismo , Hojas de la Planta/citología , Hojas de la Planta/metabolismo
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