Diurnal (i.e., 24-hour) oscillations of the gut microbiome have been described in various species including mice and humans. However, the driving force behind these rhythms remains less clear. In this study, we differentiate between endogenous and exogenous time cues driving microbial rhythms. Our results demonstrate that fecal microbial oscillations are maintained in mice kept in the absence of light, supporting a role of the host’s circadian system rather than representing a diurnal response to environmental changes. Intestinal epithelial cell-specific ablation of the core clock gene Bmal1 disrupts rhythmicity of microbiota. Targeted metabolomics functionally link intestinal clock-controlled bacteria to microbial-derived products, in particular branched-chain fatty acids and secondary bile acids. Microbiota transfer from intestinal clock-deficient mice into germ-free mice altered intestinal gene expression, enhanced lymphoid organ weights and suppressed immune cell recruitment. These results highlight the importance of functional intestinal clocks for microbiota composition and function, which is required to balance the host’s gastrointestinal homeostasis.
A challenging task to understand health and disease-related microbiome signatures is to move beyond descriptive community-level profiling towards disentangling microbial interaction networks. Using a synthetic gut bacterial community, we aimed to study the role of individual members in community assembly, identify putative keystone species and test their influence across different environments. Single-species dropout experiments reveal that bacterial strain relationships strongly vary not only in different regions of the murine gut, but also across several standard culture media. Mechanisms involved in environment-dependent keystone functions in vitro include exclusive access to polysaccharides as well as bacteriocin production. Further,Bacteroides caecimurisandBlautia coccoidesare found to play keystone roles in gnotobiotic mice by impacting community composition, the metabolic landscape and inflammatory responses. In summary, the presented study highlights the strong interdependency between bacterial community ecology and the biotic and abiotic environment. These results question the concept of universally valid keystone species in the gastrointestinal ecosystem and underline the context-dependency of both, keystone functions and bacterial interaction networks.
Integrated analysis of genomes, transcriptomes, proteomes and drug responses of cancer cell lines (CCLs) is an emerging approach to uncover molecular mechanisms of drug action. We extend this paradigm to measuring proteome activity landscapes by acquiring and integrating quantitative data for 10,000 proteins and 55,000 phosphorylation sites (p-sites) from 125 CCLs. These data are used to contextualize proteins and p-sites and predict drug sensitivity. For example, we find that Progesterone Receptor (PGR) phosphorylation is associated with sensitivity to drugs modulating estrogen signaling such as Raloxifene. We also demonstrate that Adenylate kinase isoenzyme 1 (AK1) inactivates antimetabolites like Cytarabine. Consequently, high AK1 levels correlate with poor survival of Cytarabine-treated acute myeloid leukemia patients, qualifying AK1 as a patient stratification marker and possibly as a drug target. We provide an interactive web application termed ATLANTiC (http://atlantic.proteomics.wzw.tum.de), which enables the community to explore the thousands of novel functional associations generated by this work.
Inter-individual differences in response to immune checkpoint inhibitors (ICI) remain a major challenge in cancer treatment. The composition of the gut microbiome has been associated with differential ICI outcome, but the underlying molecular mechanisms remain unclear, and therapeutic modulation challenging. We established an in vivo model to treat C57Bl/6j mice with the type-I interferon (IFN-I)-modulating, bacterial-derived metabolite desaminotyrosine (DAT) to improve ICI therapy. Broad spectrum antibiotics were used to mimic gut microbial dysbiosis and associated ICI resistance. We utilized genetic mouse models to address the role of host IFN-I in DAT-modulated antitumour immunity. Changes in gut microbiota were assessed using 16S-rRNA sequencing analyses. We found that oral supplementation of mice with the microbial metabolite DAT delays tumour growth and promotes ICI immunotherapy with anti-CTLA-4 or anti-PD-1. DAT-enhanced antitumour immunity was associated with more activated T cells and natural killer cells in the tumour microenvironment and was dependent on host IFN-I signalling. Consistent with this, DAT potently enhanced expansion of antigen-specific T cells following vaccination with an IFN-I-inducing adjuvant. DAT supplementation in mice compensated for the negative effects of broad-spectrum antibiotic-induced dysbiosis on anti-CTLA-4-mediated antitumour immunity. Oral administration of DAT altered the gut microbial composition in mice with increased abundance of bacterial taxa that are associated with beneficial response to ICI immunotherapy. We introduce the therapeutic use of an IFN-I-modulating bacterial-derived metabolite to overcome resistance to ICI. This approach is a promising strategy particularly for patients with a history of broad-spectrum antibiotic use and associated loss of gut microbial diversity. Melanoma Research Alliance, Deutsche Forschungsgemeinschaft, German Cancer Aid, Wilhelm Sander Foundation, Novartis Foundation.
Western dietary habits (WD) have been shown to promote chronic inflammation, which favors the development of many of today's non-communicable diseases. Recently, ketogenic diets (KD) have emerged as an immune-regulating countermeasure for WD-induced metaflammation. To date, beneficial effects of KD have been solely attributed to the production and metabolism of ketone bodies. Given the drastic change in nutrient composition during KD, it is reasonable to assume that there are widespread changes in the human metabolome also contributing to the impact of KD on human immunity. The current study was conducted to gain insight into the changes of the human metabolic fingerprint associated with KD. This could allow to identify metabolites that may contribute to the overall positive effects on human immunity, but also help to recognize potential health risks of KD. We conducted a prospective nutritional intervention study enrolling 40 healthy volunteers to perform a three-week ad-libitum KD. Prior to the start and at the end of the nutritional intervention serum metabolites were quantified, untargeted mass spectrometric metabolome analyses and urine analyses of the tryptophan pathway were performed. KD led to a marked reduction of insulin (-21.45% ± 6.44%, p = 0.0038) and c-peptide levels (-19.29% ± 5.45%, p = 0.0002) without compromising fasting blood glucose. Serum triglyceride concentration decreased accordingly (-13.67% ± 5.77%, p = 0.0247), whereas cholesterol parameters remained unchanged. LC-MS/MS-based untargeted metabolomic analyses revealed a profound shift of the human metabolism towards mitochondrial fatty acid oxidation, comprising highly elevated levels of free fatty acids and acylcarnitines. The serum amino acid (AA) composition was rearranged with lower abundance of glucogenic AA and an increase of BCAA. Furthermore, an increase of anti-inflammatory fatty acids eicosatetraenoic acid (p < 0.0001) and docosahexaenoic acid (p = 0.0002) was detected. Urine analyses confirmed higher utilization of carnitines, indicated by lower carnitine excretion (-62.61% ± 18.11%, p = 0.0047) and revealed changes to the tryptophan pathway depicting reduced quinolinic acid (-13.46% ± 6.12%, p = 0.0478) and elevated kynurenic acid concentrations (+10.70% ± 4.25%, p = 0.0269). A KD fundamentally changes the human metabolome even after a short period of only three weeks. Besides a rapid metabolic switch to ketone body production and utilization, improved insulin and triglyceride levels and an increase in metabolites that mediate anti-inflammation and mitochondrial protection occurred. Importantly, no metabolic risk factors were identified. Thus, a ketogenic diet could be considered as a safe preventive and therapeutic immunometabolic tool in modern medicine. German Clinical Trials Register; DRKS-ID: DRKS00027992 (www.drks.de).