RESUMO
The effect of alterations in intestinal microbiota on microbial metabolites and on disease processes such as graft-versus-host disease (GVHD) is not known. Here we carried out an unbiased analysis to identify previously unidentified alterations in gastrointestinal microbiota-derived short-chain fatty acids (SCFAs) after allogeneic bone marrow transplant (allo-BMT). Alterations in the amount of only one SCFA, butyrate, were observed only in the intestinal tissue. The reduced butyrate in CD326(+) intestinal epithelial cells (IECs) after allo-BMT resulted in decreased histone acetylation, which was restored after local administration of exogenous butyrate. Butyrate restoration improved IEC junctional integrity, decreased apoptosis and mitigated GVHD. Furthermore, alteration of the indigenous microbiota with 17 rationally selected strains of high butyrate-producing Clostridia also decreased GVHD. These data demonstrate a heretofore unrecognized role of microbial metabolites and suggest that local and specific alteration of microbial metabolites has direct salutary effects on GVHD target tissues and can mitigate disease severity.
Assuntos
Células Epiteliais/imunologia , Microbioma Gastrointestinal/imunologia , Doença Enxerto-Hospedeiro/imunologia , Intestinos/imunologia , Metaboloma/imunologia , Acetilação/efeitos dos fármacos , Animais , Transplante de Medula Óssea/efeitos adversos , Transplante de Medula Óssea/métodos , Butiratos/imunologia , Butiratos/metabolismo , Butiratos/farmacologia , Células Cultivadas , Células Epiteliais/metabolismo , Células Epiteliais/microbiologia , Ácidos Graxos Voláteis/imunologia , Ácidos Graxos Voláteis/metabolismo , Feminino , Cromatografia Gasosa-Espectrometria de Massas , Microbioma Gastrointestinal/fisiologia , Expressão Gênica/imunologia , Doença Enxerto-Hospedeiro/etiologia , Doença Enxerto-Hospedeiro/microbiologia , Histona Acetiltransferases/genética , Histona Acetiltransferases/imunologia , Histona Acetiltransferases/metabolismo , Histona Desacetilases/genética , Histona Desacetilases/imunologia , Histona Desacetilases/metabolismo , Histonas/imunologia , Histonas/metabolismo , Immunoblotting , Intestinos/citologia , Intestinos/microbiologia , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Linfócitos T/imunologia , Linfócitos T/metabolismo , Transplante HomólogoRESUMO
Corona disease 2019 (COVID-19) affects multiple organ systems. Recent studies have indicated perturbations in the circulating metabolome linked to COVID-19 severity. However, several questions pertain with respect to the metabolome in COVID-19. We performed an in-depth assessment of 1129 unique metabolites in 27 hospitalized COVID-19 patients and integrated results with large-scale proteomic and immunology data to capture multiorgan system perturbations. More than half of the detected metabolic alterations in COVID-19 were driven by patient-specific confounding factors ranging from comorbidities to xenobiotic substances. Systematically adjusting for this, a COVID-19-specific metabolic imprint was defined which, over time, underwent a switch in response to severe acute respiratory syndrome coronavirus-2 seroconversion. Integration of the COVID-19 metabolome with clinical, cellular, molecular, and immunological severity scales further revealed a network of metabolic trajectories aligned with multiple pathways for immune activation, and organ damage including neurological inflammation and damage. Altogether, this resource refines our understanding of the multiorgan system perturbations in severe COVID-19 patients.
Assuntos
COVID-19/imunologia , COVID-19/metabolismo , Metaboloma/imunologia , SARS-CoV-2 , Adolescente , Adulto , Idoso , COVID-19/complicações , Estudos de Casos e Controles , Doenças do Sistema Nervoso Central/etiologia , Doenças do Sistema Nervoso Central/imunologia , Doenças do Sistema Nervoso Central/metabolismo , Estudos de Coortes , Feminino , Humanos , Masculino , Metabolômica , Pessoa de Meia-Idade , Especificidade de Órgãos , Pandemias , Fenótipo , Proteômica , Índice de Gravidade de Doença , Adulto JovemRESUMO
One explanation for the increased incidence of allergies, asthma, and even some autoimmune diseases has been the hygiene hypothesis. However, recent studies also highlight an important role for diet and bacterial metabolites in controlling various immune pathways, including gut and immune homeostasis, regulatory T cell biology, and inflammation. Dietary-related metabolites engage "metabolite-sensing" G-protein-coupled receptors, such as GPR43, GPR41, GPR109A, GPR120, and GPR35. These receptors are expressed on immune cells and some gut epithelial cells and generally mediate a direct anti-inflammatory effect. Insufficient intake of "healthy foodstuffs" adversely affects the production of bacterial metabolites. These metabolites and those derived directly from food drive beneficial downstream effects on immune pathways. We propose that insufficient exposure to dietary and bacterial metabolites might underlie the development of inflammatory disorders in Western countries. This review highlights what is currently known about diet, metabolites, and their associated immune pathways in relation to the development of inflammatory disease.
Assuntos
Doenças Autoimunes/imunologia , Dieta , Hipersensibilidade/imunologia , Inflamação/imunologia , Estilo de Vida , Proteínas de Bactérias/imunologia , Trato Gastrointestinal/imunologia , Trato Gastrointestinal/microbiologia , Humanos , Inflamação/microbiologia , Metaboloma/imunologia , Microbiota/imunologia , Receptores Acoplados a Proteínas G/imunologiaRESUMO
Trained immunity is characterized by long-term functional reprogramming of innate immune cells following challenge with pathogens or microbial ligands during infection or vaccination. This cellular reprogramming leads to increased responsiveness upon restimulation, and is mediated through epigenetic and metabolic modifications. In this review, we describe how molecular mechanisms underlying trained immunity, for example, induced by ß-glucan or Bacille Calmette-Guérin (BCG) vaccination, can be investigated by using and integrating different layers of information including genome, epigenome, transcriptome, proteome, metabolome, microbiome, immune cell phenotyping, and function. We also describe the most commonly used experimental and computational techniques. Finally, we provide a number of examples of how a systems biology approach was applied to study trained immunity to understand interindividual variation or the complex interplay between molecular layers. In conclusion, trained immunity represents an opportunity for regulating innate immune function, and understanding the complex interplay of mechanisms that mediate trained immunity might enable us to employ it as a clinical tool in the future.
Assuntos
Imunidade Adaptativa/imunologia , Reprogramação Celular/imunologia , Epigênese Genética/imunologia , Imunidade Inata/imunologia , Metaboloma/imunologia , Vacinas/imunologia , Humanos , Proteoma/imunologia , Biologia de Sistemas/métodos , Transcriptoma/imunologiaRESUMO
Leprosy is still a considerable health threat in pockets of several low and middle income countries worldwide where intense transmission is witnessed, and often results in irreversible disabilities and deformities due to delayed- or misdiagnosis. Early detection of leprosy represents a substantial hurdle in present-day leprosy health care. The dearth of timely diagnosis has, however, particularly severe consequences in the case of inflammatory episodes, designated leprosy reactions, which represent the major cause of leprosy-associated irreversible neuropathy. There is currently no accurate, routine diagnostic test to reliably detect leprosy reactions, or to predict which patients will develop these immunological exacerbations. Identification of host biomarkers for leprosy reactions, particularly if correlating with early onset prior to development of clinical symptoms, will allow timely interventions that contribute to decreased morbidity. Development of a point-of-care (POC) test based on such correlates would be a definite game changer in leprosy health care. In this review, proteomic-, transcriptomic and metabolomic research strategies aiming at identification of host biomarker-based correlates of leprosy reactions are discussed, next to external factors associated with occurrence of these episodes. The vast diversity in research strategies combined with the variability in patient- and control cohorts argues for harmonisation of biomarker discovery studies with geographically overarching study sites. This will improve identification of specific correlates associated with risk of these damaging inflammatory episodes in leprosy and subsequent application to rapid field tests.
Assuntos
Anticorpos Antibacterianos/análise , Determinação de Ponto Final/métodos , Hanseníase/diagnóstico , Mycobacterium leprae/imunologia , Transcriptoma/imunologia , Anticorpos Antibacterianos/biossíntese , Biomarcadores/metabolismo , Ligante CD30/genética , Ligante CD30/imunologia , Proteínas de Transporte de Cátions/genética , Proteínas de Transporte de Cátions/imunologia , Diagnóstico Tardio , Progressão da Doença , Humanos , Hanseníase/imunologia , Hanseníase/microbiologia , Hanseníase/patologia , Metaboloma/imunologia , Mycobacterium leprae/isolamento & purificação , Mycobacterium leprae/patogenicidade , Testes Imediatos , Biologia de Sistemas/métodos , Receptores Toll-Like/genética , Receptores Toll-Like/imunologiaRESUMO
BACKGROUND & AIMS: Systemic inflammation and organ failure(s) are the hallmarks of acute-on-chronic liver failure (ACLF), yet their pathogenesis remains uncertain. Herein, we aimed to assess the role of amino acids in these processes in patients with ACLF. METHODS: The blood metabolomic database of the CANONIC study (comprising 137 metabolites, with 43% related to amino acids) - obtained in 181 patients with ACLF and 650 with acute decompensation without ACLF (AD) - was reanalyzed with a focus on amino acids, in particular 9 modules of co-regulated metabolites. We also compared blood metabolite levels between ACLF and AD. RESULTS: The main findings in ACLF were: i) Metabolite modules were increased in parallel with increased levels of markers of systemic inflammation and oxidative stress. ii) Seventy percent of proteinogenic amino acids were present and most were increased. iii) A metabolic network, comprising the amino acids aspartate, glutamate, the serine-glycine one-carbon metabolism (folate cycle), and methionine cycle, was activated, suggesting increased purine and pyrimidine nucleotide synthesis. iv) Cystathionine, L-cystine, glutamate and pyroglutamate, which are involved in the transsulfuration pathway (a methionine cycle branch) were increased, consistent with increased synthesis of the antioxidant glutathione. v) Intermediates of the catabolism of 5 out of the 6 ketogenic amino acids were increased. vi) The levels of spermidine (a polyamine inducer of autophagy with anti-inflammatory effects) were decreased. CONCLUSIONS: In ACLF, blood amino acids fueled protein and nucleotide synthesis required for the intense systemic inflammatory response. Ketogenic amino acids were extensively catabolized to produce energy substrates in peripheral organs, an effect that was insufficient because organs failed. Finally, the decrease in spermidine levels may cause a defect in autophagy contributing to the proinflammatory phenotype in ACLF. LAY SUMMARY: Systemic inflammation and organ failures are hallmarks of acute-on-chronic liver failure (ACLF). Herein, we aimed to characterize the role of amino acids in these processes. The blood metabolome of patients with acutely decompensated cirrhosis, and particularly those with ACLF, reveals evidence of intense skeletal muscle catabolism. Importantly, amino acids (along with glucose), are used for intense anabolic, energy-consuming metabolism in patients with ACLF, presumably to support de novo nucleotide and protein synthesis in the activated innate immune system.
Assuntos
Insuficiência Hepática Crônica Agudizada , Aminoácidos , Inflamação/metabolismo , Metaboloma/imunologia , Insuficiência de Múltiplos Órgãos , Insuficiência Hepática Crônica Agudizada/imunologia , Insuficiência Hepática Crônica Agudizada/metabolismo , Insuficiência Hepática Crônica Agudizada/fisiopatologia , Aminoácidos/classificação , Aminoácidos/metabolismo , Biomarcadores/metabolismo , Feminino , Humanos , Cirrose Hepática/complicações , Masculino , Redes e Vias Metabólicas/fisiologia , Metabolismo/fisiologia , Pessoa de Meia-Idade , Insuficiência de Múltiplos Órgãos/diagnóstico , Insuficiência de Múltiplos Órgãos/etiologia , Prognóstico , Biossíntese de Proteínas/fisiologia , Índice de Gravidade de DoençaRESUMO
The human intestinal tract contains a large number of microbes, their metabolites, and potentially harmful food antigens. The intestinal epithelium separates the mucosa where immune cells are located from luminal microbes by expressing various factors that assemble into physical and chemical barriers. In addition to epithelial cells, immune cells are essential for enforcing mucosal barriers through production of inflammatory and anti-inflammatory mediators. Intestinal microbiota, represented by gut ecological communities of living microorganisms, influences maturation and homeostasis of host immune system and contributes to the maintenance of the epithelial integrity with small molecules derived from their metabolism, termed metabolites. In turn, immune cells receive signals from microbiota, and may play key role in maintenance of a healthy bacterial composition and reinforcement of epithelial barrier functions, leading to the establishment of a host-bacterial mutualism. Alterations in the microbiota community and metabolome profiles are observed in patients with various disorders including inflammatory bowel disease. In this review, we will discuss physiological functions of the microbiota and its metabolites in regulating host immune system and reinforcing epithelial barrier functions. Further understanding of these processes will aid in identification of novel therapeutic targets and subsequent development of therapeutic interventions in a range of chronic inflammatory diseases.
Assuntos
Bactérias , Microbioma Gastrointestinal/imunologia , Imunidade nas Mucosas , Mucosa Intestinal , Metaboloma/imunologia , Animais , Bactérias/imunologia , Bactérias/metabolismo , Humanos , Mucosa Intestinal/imunologia , Mucosa Intestinal/metabolismo , Mucosa Intestinal/microbiologiaRESUMO
Bombyx mori nucleopolyhedrovirus (BmNPV) infection causes a series of physiological and pathological changes in Bombyx mori (B. mori). Here, a metabolomic study of the innate immunity organs including hemolymph, fat body, and midgut of the silkworm strain Dazao following BmNPV challenge was conducted to reveal the metabolic variations in B. mori. Compared to the control, 4964 and 4942 features with 4077 and 4327 high-quality features were generated under positive and negative modes, respectively, from BmNPV-infected larvae. The principal component analysis and supervised learning method using partial least squares discrimination analysis demonstrated good analytical stability and experimental reproducibility of the metabolic profiles. Based on database annotations, a total of 296, 108, and 215 differential expressed metabolites (DEMs) were identified from BmNPV-infected group of hemolymph, fat body, and midgut, respectively, which were all mainly grouped into carboxylic acids and derivatives, fatty acyls, and glycerophospholipids. Kyoto Encyclopedia of Genes and Genomes Database enrichment analysis of the DEMs showed that amino acid metabolism was increased at 24 h after BmNPV infection. BmNPV induction was adopted to significantly alter a series of immune-related pathways including phospholipase D signaling pathway, FoxO signaling pathway, metabolism of xenobiotics by cytochrome P450, melanogenesis, membrane transport, carbohydrate metabolism, and lipid metabolism. The different levels of expression of several DEMs including l-glutamate, naphthalene, 3-succinoylpyridine 1-acyl-sn-glycerol 3-phosphate, and l-tyrosine which were involved in those pathways exhibited the immune responses of B. mori to BmNPV infection. Our findings are valuable for a better understanding of the antiviral mechanism of B. mori underlying the interaction between the silkworm and BmNPV.
Assuntos
Bombyx , Imunidade Inata , Proteínas de Insetos/metabolismo , Nucleopoliedrovírus , Animais , Bombyx/imunologia , Bombyx/metabolismo , Bombyx/virologia , Sistema Digestório/metabolismo , Corpo Adiposo/metabolismo , Hemolinfa/metabolismo , Interações entre Hospedeiro e Microrganismos , Metaboloma/imunologia , Metabolômica/métodos , Nucleopoliedrovírus/imunologiaRESUMO
Metabolites are the essential substrates for epigenetic modification enzymes to write or erase the epigenetic blueprint in cells. Hence, the availability of nutrients and activity of metabolic pathways strongly influence the enzymatic function. Recent studies have shed light on the choreography between metabolome and epigenome in the control of immune cell differentiation and function, with a major focus on histone modifications. Yet, despite its importance in gene regulation, DNA methylation and its relationship with metabolism is relatively unclear. In this review, we will describe how the metabolic flux can influence epigenetic networks in innate and adaptive immune cells, with a focus on the DNA methylation cycle and the metabolites S-adenosylmethionine and α-ketoglutarate. Future directions will be discussed for this rapidly emerging field.
Assuntos
Ciclo do Ácido Cítrico/imunologia , Epigenoma/imunologia , Metaboloma/imunologia , Imunidade Adaptativa , Animais , Metilação de DNA , Epigênese Genética , Humanos , Imunidade Inata , Ácidos Cetoglutáricos/metabolismo , S-Adenosilmetionina/metabolismoRESUMO
Vibrio parahaemolyticus (V. parahaemolyticus) is a common pathogen for marine crustacean, which causes severe illnesses in aquatic animals. Therefore, it is meaningful to explore the mechanism during V. parahaemolyticus infection. In this study, to investigate the immune responses of mud crab Scylla paramamosain (S. paramamosain) to V. parahaemolyticus, we established the metabolic and transcriptional profiles of mud crab hemocytes challenged with V. parahaemolyticus. The results indicated that V. parahaemolyticus infection could induce a series of metabolism alterations at both metabolome and transcriptome levels, including biosynthesis of amino acids and Aminoacyl-tRNA, Purine and pyrimidine metabolism, TCA cycle and glutamine metabolism. In this context, through the integration of metabolomics and transcriptomics, our study provided a more comprehensive understanding of the biological process in mud crab against pathogen infection.
Assuntos
Braquiúros/genética , Braquiúros/imunologia , Metaboloma/imunologia , Transcriptoma/imunologia , Vibrio parahaemolyticus/fisiologia , Animais , Redes e Vias Metabólicas/imunologiaRESUMO
Clinical trials testing mesenchymal stem cell (MSC) as a cellular remedy for acute liver injury (ALI) are underway, but its underlying mechanism has not been thoroughly scrutinized. We highlight that the metabolomic profile of the liver-resident immune cells is significantly altered after MSC administration; its potential correlation with ALI remission is discussed in this study. C57BL/6 mice are randomly divided into three groups: the sham group, MSC-treated ALI group and PBS-treated ALI group; acute liver injury is induced by intraperitoneal injection of carbon tetrachloride. A high-performance chemical isotope labeling liquid chromatography-mass spectrometry (CIL LC-MS) is exploited to profile amine, phenol and carbonyl submetabolome of the liver-resident immune cells in different treatments. 4295 peak pairs are quantified and 2461 peak pairs are further identified in zero-reaction and one-reaction libraries. Clear separation of the three groups is observed in the global PCA and OPLS-DA analyses. We identified 256 metabolites to be candidate biomarkers for ALI-activated immunity and 114 metabolites to be candidate biomarkers for MSC-modulated immunity. Ariginine, aspartate and glutamate metabolism are most affected in both cases, with eight significantly regulated metabolites as joints (glutamic-gamma-semialdehyde, aspartate acid, glutamate acid, gamma-Aminobutyric acidorinithine, 2-keto-glutaramic acid, N-acetylornithine, citrulline and ornithine). These findings shed new light on the therapeutic benefit of immune modulation during ALI rescue. It needs to be further investigated whether exogenous supply of certain metabolites will exert a profound impact on the metabolic network, crosstalking with immune responses and modulating ALI prognosis.
Assuntos
Doença Hepática Induzida por Substâncias e Drogas/imunologia , Doença Hepática Induzida por Substâncias e Drogas/metabolismo , Sistema Imunitário/metabolismo , Fígado/imunologia , Células-Tronco Mesenquimais/fisiologia , Metaboloma , Lesão Pulmonar Aguda/induzido quimicamente , Lesão Pulmonar Aguda/metabolismo , Lesão Pulmonar Aguda/patologia , Lesão Pulmonar Aguda/terapia , Animais , Biomarcadores/metabolismo , Tetracloreto de Carbono , Separação Celular , Células Cultivadas , Doença Hepática Induzida por Substâncias e Drogas/patologia , Doença Hepática Induzida por Substâncias e Drogas/terapia , Modelos Animais de Doenças , Feminino , Proteínas de Fluorescência Verde/genética , Sistema Imunitário/patologia , Fígado/efeitos dos fármacos , Fígado/metabolismo , Fígado/patologia , Masculino , Transplante de Células-Tronco Mesenquimais , Redes e Vias Metabólicas/efeitos dos fármacos , Metaboloma/efeitos dos fármacos , Metaboloma/imunologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos TransgênicosRESUMO
The gastrointestinal tract is the site of nutrient digestion and absorption and is also colonized by diverse, highly mutualistic microbes. The intestinal microbiota has diverse effects on the development and function of the gut-specific immune system, and provides some protection from infectious pathogens. However, interactions between intestinal immunity and microorganisms are very complex, and recent studies have revealed that this intimate crosstalk may depend on the production and sensing abilities of multiple bioactive small molecule metabolites originating from direct produced by the gut microbiota or by the metabolism of dietary components. Here, we review the interplay between the host immune system and the microbiota, how commensal bacteria regulate the production of metabolites, and how these microbiota-derived products influence the function of several major innate and adaptive immune cells involved in modulating host immune homeostasis.
Assuntos
Imunidade Adaptativa , Disbiose/metabolismo , Microbioma Gastrointestinal/imunologia , Imunidade Inata , Mucosa Intestinal/metabolismo , Metaboloma/imunologia , Aminoácidos/imunologia , Aminoácidos/metabolismo , Animais , Ácidos e Sais Biliares/imunologia , Ácidos e Sais Biliares/metabolismo , Disbiose/imunologia , Disbiose/microbiologia , Disbiose/terapia , Ácidos Graxos/imunologia , Ácidos Graxos/metabolismo , Transplante de Microbiota Fecal , Vida Livre de Germes/imunologia , Homeostase/imunologia , Humanos , Mucosa Intestinal/imunologia , Mucosa Intestinal/microbiologia , Linfócitos/imunologia , Linfócitos/metabolismo , Linfócitos/microbiologia , Células Mieloides/imunologia , Células Mieloides/metabolismo , Células Mieloides/microbiologia , Simbiose/imunologiaRESUMO
Our previous work demonstrated that total withanolides of Datura metel L. leaves (TWD) exhibited excellent therapeutic effects on psoriasis. However, current knowledge of its mechanisms is incomplete. In this study, integrated spleen and thymus untargeted metabolomics were used to analyze the changes in endogenous metabolites underlying the immunosuppressive activity of TWD on psoriasis animal models induced by imiquimod. The results suggested that TWD treatment markedly attenuated imiquimod-induced psoriasis and showed significant immunosuppressive activity as evidenced by decreased elevation index of spleen and thymus. Meanwhile, TWD significantly reversed the elevation of immunoregulatory factors, including IL-10, IL-17, IL-22 and IL-23. Multivariate trajectory analysis revealed that TWD treatment could restore the psoriasis-disturbed spleen and thymus metabolite profiles towards the normal metabolic status. A total of 25 and 27 metabolites associated with the immunomodulatory effects for which levels changed markedly upon treatment have been identified in spleen and thymus, respectively. These differential metabolites were mainly involved in amino acid metabolism, nucleotide metabolism, fatty acid metabolism and lipid metabolism. Our investigation provided a holistic view of TWD for intervention in psoriasis through immunoregulation and provided further scientific information in vivo about a clinical value of TWD for psoriasis.
Assuntos
Datura metel/química , Metaboloma , Psoríase , Baço , Timo , Vitanolídeos/farmacologia , Animais , Modelos Animais de Doenças , Imiquimode/efeitos adversos , Imunossupressores/farmacologia , Masculino , Metaboloma/efeitos dos fármacos , Metaboloma/imunologia , Metabolômica , Camundongos , Camundongos Endogâmicos C57BL , Extratos Vegetais/química , Folhas de Planta/química , Psoríase/induzido quimicamente , Psoríase/metabolismo , Baço/efeitos dos fármacos , Baço/metabolismo , Timo/efeitos dos fármacos , Timo/metabolismoRESUMO
Several studies in recent times have linked gut microbiome (GM) diversity to the pathogenesis of cancer and its role in disease progression through immune response, inflammation and metabolism modulation. This study focused on the use of network analysis and weighted gene co-expression network analysis (WGCNA) to identify the biological interaction between the gut ecosystem and its metabolites that could impact the immunotherapy response in non-small cell lung cancer (NSCLC) patients undergoing second-line treatment with anti-PD1. Metabolomic data were merged with operational taxonomic units (OTUs) from 16S RNA-targeted metagenomics and classified by chemometric models. The traits considered for the analyses were: (i) condition: disease or control (CTRLs), and (ii) treatment: responder (R) or non-responder (NR). Network analysis indicated that indole and its derivatives, aldehydes and alcohols could play a signaling role in GM functionality. WGCNA generated, instead, strong correlations between short-chain fatty acids (SCFAs) and a healthy GM. Furthermore, commensal bacteria such as Akkermansia muciniphila, Rikenellaceae, Bacteroides, Peptostreptococcaceae, Mogibacteriaceae and Clostridiaceae were found to be more abundant in CTRLs than in NSCLC patients. Our preliminary study demonstrates that the discovery of microbiota-linked biomarkers could provide an indication on the road towards personalized management of NSCLC patients.
Assuntos
Carcinoma Pulmonar de Células não Pequenas/genética , Microbioma Gastrointestinal/imunologia , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Neoplasias Pulmonares/genética , Metaboloma/imunologia , Akkermansia/classificação , Akkermansia/genética , Akkermansia/isolamento & purificação , Álcoois/metabolismo , Aldeídos/metabolismo , Antineoplásicos Imunológicos/uso terapêutico , Bacteroides/classificação , Bacteroides/genética , Bacteroides/isolamento & purificação , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/imunologia , Carcinoma Pulmonar de Células não Pequenas/microbiologia , Clostridiaceae/classificação , Clostridiaceae/genética , Clostridiaceae/isolamento & purificação , Bases de Dados Genéticas , Progressão da Doença , Monitoramento de Medicamentos/métodos , Ácidos Graxos Voláteis/metabolismo , Microbioma Gastrointestinal/genética , Humanos , Imunoterapia/métodos , Indóis/metabolismo , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/imunologia , Neoplasias Pulmonares/microbiologia , Metaboloma/genética , Metagenômica/métodos , Peptostreptococcus/classificação , Peptostreptococcus/genética , Peptostreptococcus/isolamento & purificação , Medicina de Precisão/métodos , Receptor de Morte Celular Programada 1/antagonistas & inibidores , Receptor de Morte Celular Programada 1/genética , Receptor de Morte Celular Programada 1/imunologia , RNA Ribossômico 16S/genética , Transdução de SinaisRESUMO
Glioblastoma (GBM) is one of the most aggressive tumors. Numerous studies in the field of immunotherapy have focused their efforts on identifying various pathways linked with tumor-induced immunosuppression. Recent research has demonstrated that metabolic reprogramming in a tumor can contribute towards immune tolerance. To begin to understand the interface between metabolic remodeling and the immune-suppressive state in GBM, we performed a focused, integrative analysis coupling metabolomics with gene-expression profiling in patient-derived GBM (n = 80) and compared them to low-grade astrocytoma (LGA; n = 28). Metabolic intermediates of tryptophan, arginine, prostaglandin, and adenosine emerged as immuno-metabolic nodes in GBM specific to the mesenchymal and classical molecular subtypes of GBM. Integrative analyses emphasized the importance of downstream metabolism of several of these metabolic pathways in GBM. Using CIBERSORT to analyze immune components from the transcriptional profiles of individual tumors, we demonstrated that tryptophan and adenosine metabolism resulted in an accumulation of Tregs and M2 macrophages, respectively, and was recapitulated in mouse models. Furthermore, we extended these findings to preclinical models to determine their potential utility in defining the biologic and/or immunologic consequences of the identified metabolic programs. Collectively, through integrative analysis, we uncovered multifaceted ways by which metabolic reprogramming may contribute towards immune tolerance in GBM, providing the framework for further investigations designed to determine the specific immunologic consequence of these metabolic programs and their therapeutic potential.
Assuntos
Neoplasias Encefálicas/imunologia , Glioblastoma/imunologia , Redes e Vias Metabólicas/imunologia , Metaboloma/imunologia , Adenosina/metabolismo , Adulto , Animais , Encéfalo/patologia , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Perfilação da Expressão Gênica , Glioblastoma/metabolismo , Glioblastoma/patologia , Humanos , Macrófagos/imunologia , Macrófagos/metabolismo , Metabolômica/métodos , Camundongos , Camundongos Endogâmicos C57BL , Linfócitos T Reguladores/imunologia , Linfócitos T Reguladores/metabolismo , Triptofano/metabolismoRESUMO
Enterocytozoon hepatopenaei (EHP) causes hepatopancreatic microsporidiosis (HPM) in shrimp. HPM is not normally associated with shrimp mortality, but is associated with significant growth retardation. In this study, the responses induced by EHP were investigated in hepatopancreas of shrimp Litopenaeus vannamei using proteomics and metabolomics. Among differential proteins identified, several (e.g., peritrophin-44-like protein, alpha2 macroglobulin isoform 2, prophenoloxidase-activating enzymes, ferritin, Rab11A and cathepsin C) were related to pathogen infection and host immunity. Other proteomic biomarkers (i.e., farnesoic acid o-methyltransferase, juvenile hormone esterase-like carboxylesterase 1 and ecdysteroid-regulated protein) resulted in a growth hormone disorder that prevented the shrimp from molting. Both proteomic KEGG pathway (e.g., "Glycolysis/gluconeogenesis" and "Glyoxylate and dicarboxylate metabolism") and metabolomic KEGG pathway (e.g., "Galactose metabolism" and "Biosynthesis of unsaturated fatty acids") data indicated that energy metabolism pathway was down-regulated in the hepatopancreas when infected by EHP. More importantly, the changes of hormone regulation and energy metabolism could provide much-needed insight into the underlying mechanisms of stunted growth in shrimp after EHP infection. Altogether, this study demonstrated that proteomics and metabolomics could provide an insightful view into the effects of microsporidial infection in the shrimp L. vannamei.
Assuntos
Enterocytozoon/fisiologia , Metaboloma/imunologia , Penaeidae/genética , Penaeidae/imunologia , Proteoma/imunologia , Animais , Hepatopâncreas/imunologia , Penaeidae/metabolismoRESUMO
The yellow drum Nibea albiflora is less susceptible to Cryptocaryon irritans infection than is the case with other marine fishes such as Larimichthys crocea, Lateolabrax japonicus, and Pagrus major. To investigate further their resistance mechanism, we infected the N. albiflora with the C. irritans at a median lethal concentration of 2050 theronts/g fish. The skins of the infected and the uninfected fishes were sampled at 24â¯h and 72â¯h followed by an extensive analysis of metabolism. The study results revealed that there were 2694 potential metabolites. At 24â¯h post-infection, 12 metabolites were up-regulated and 17 were down-regulated whereas at 72â¯h post-infection, 22 metabolites were up-regulated and 26 were down-regulated. Pathway enrichment analysis shows that the differential enriched pathways were higher at 24â¯h with 22 categories and 58 subcategories (49 up, 9 down) than at 72â¯h whereby the differential enriched pathways were 6 categories and 8 subcategories (4 up, 4 down). In addition, the principal component analysis (PCA) plot shows that at 24â¯h the metabolites composition of infected group were separately clustered to uninfected group while at 72â¯h the metabolites composition in infected group were much closer to uninfected group. This indicated that C. irritans caused strong metabolic stress on the N. albiflora at 24â¯h and restoration of the dysregulated metabolic state took place at 72â¯h of infection. Also, at 72â¯h post infection a total of 17 compounds were identified as potential biomarkers. Furthermore, out of 2694 primary metabolites detected, 23 metabolites could be clearly identified and semi quantified with a known identification number and assigned into 66 Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways. Most of the enriched KEGG pathways were mainly from metabolic pathway classes, including the metabolic pathway, biosynthesis of secondary metabolites, taurine and hypotaurine metabolism, purine metabolism, linoleic acid metabolism, phenylalanine, tyrosine and tryptophan biosynthesis. Others were glyoxylate and dicarboxylate metabolism, glutathione metabolism, and alanine, aspartate, and glutamate metabolism. Moreover, out of the identified metabolites, only 6 metabolites were statistically differentially expressed, namely, L -glutamate (up-regulated) at 24â¯h was important for energy and precursor for other glutathiones and instruments of preventing oxidative injury; 15-hydroxy- eicosatetraenoic acid (15-HETE), (S)-(-)-2-Hydroxyisocaproic acid, and adenine (up-regulated) at 72â¯h were important for anti-inflammatory and immune responses during infection; others were delta-valerolactam and betaine which were down-regulated compared to uninfected group at 72â¯h, might be related to immure responses including stimulation of immune system such as production of antibodies. Our results therefore further advance our understanding on the immunological regulation of N. albiflora during immune response against infections as they indicated a strong relationship between skin metabolome and C. irritans infection.
Assuntos
Infecções por Cilióforos/veterinária , Doenças dos Peixes/imunologia , Imunidade Inata/imunologia , Metaboloma/imunologia , Perciformes , Pele/imunologia , Animais , Cilióforos/fisiologia , Infecções por Cilióforos/imunologia , Infecções por Cilióforos/parasitologia , Doenças dos Peixes/parasitologiaRESUMO
The last decade has seen an explosion of research on the gut microbiota-the trillions of microorganisms that colonize the human gut. It is now clear that interindividual diversity in microbiota composition plays an important role in determining susceptibility to a wide variety of diseases. However, identifying the precise changes in microbiota composition that play causal roles has remained a largely unrealized goal. Here, we propose that functional classifications of microbes based on their interactions with and effects on the host-particularly the host immune system-will illuminate the role of the microbiota in shaping human physiology. We outline the benefits of "functional" classification compared to phylogenetic classifications, and review current efforts at functional classification of the microbiota. Finally, we outline a theoretical framework for classifying host-microbiota interactions. Future advances enabling broader functional classifications of the microbiota promise to revolutionize our understanding of the role of gut microbes in health and disease.
Assuntos
Disbiose/imunologia , Microbioma Gastrointestinal/imunologia , Trato Gastrointestinal/microbiologia , Imunidade Inata , Metagenoma/imunologia , Disbiose/genética , Disbiose/microbiologia , Trato Gastrointestinal/imunologia , Humanos , Imunoglobulina A/genética , Metaboloma/imunologia , Consórcios Microbianos/imunologia , Terminologia como AssuntoRESUMO
A rapid and convenient biochemometrics-based analysis of several cereal-derived extracts was used to identify n-alkyl(enyl)resorcinols (AR) as antifungals against Fusarium oxysporum. Total AR content and liquid chromatography/mass spectrometry (LC-MS)-based profiles were recorded for each extract, in addition to their antifungal activity, to help integrate these chemical and biological datasets by orthogonal partial least squares regression. In this study, we developed and used a micro-scale amended medium (MSAM) assay to evaluate the in vitro mycelial growth inhibition at low amounts of extracts. Triticale husk-derived extracts had the highest AR content (662.1 µg olivetol equivalent/g dry extract), exhibiting >79% inhibition at the highest doses (10.0â»1.0 µg/µL). Correlation of the chemical and antifungal datasets using supervised metabolite profiling revealed that 5-n-nonadecanylresorcinol, 5-n-heneicosylresorcinol, and 5-n-tricosyl-resorcinol were the most active ARs occurring in cereal products from Colombia. Hence, we propose the biochemometrics-based approach as a useful tool for identifying AR-like antifungals against F. oxysporum.
Assuntos
Antifúngicos/metabolismo , Grão Comestível/metabolismo , Fusarium/efeitos dos fármacos , Micélio/efeitos dos fármacos , Resorcinóis/metabolismo , Antifúngicos/química , Antifúngicos/isolamento & purificação , Antifúngicos/farmacologia , Cromatografia Líquida/métodos , Cromatografia Líquida/estatística & dados numéricos , Grão Comestível/imunologia , Grão Comestível/microbiologia , Fusarium/crescimento & desenvolvimento , Humanos , Análise dos Mínimos Quadrados , Metaboloma/imunologia , Testes de Sensibilidade Microbiana , Micélio/crescimento & desenvolvimento , Doenças das Plantas/imunologia , Doenças das Plantas/microbiologia , Extratos Vegetais/química , Resorcinóis/química , Resorcinóis/isolamento & purificação , Resorcinóis/farmacologia , Espectrometria de Massas em Tandem/métodos , Espectrometria de Massas em Tandem/estatística & dados numéricosRESUMO
Recent evidences indicate that change in cellular metabolic pathways can alter immune response and function of the host; emphasizing the role of metabolome in health and diseases. Human Herpes simplex virus type-1 (HSV-1) and type-2 (HSV-2) causes diseases from asymptomatic to highly prevalent oral and genital herpes, recurrent blisters or neurological complications. Immune responses against HSV are complex with delicate interplay between innate signaling pathways and adaptive immune responses. The innate response involves the induction of protective IFN-1; while Natural Killer (NK) cells and plasmacytoid Dendritic Cells (pDC) confer in vivo adaptive anti-HSV response along with humoral and cellular components in controlling infection and latency. Metabolic changes lead to up-/down-regulation of several cytokines and chemokines like IFN-γ, IL-2, IL-4, IL-10 and MIP1ß in HSV infection and recurrences. Recently, the viral protein ICP0 has been identified as an attenuator of TLR signaling, that inhibit innate responses to HSV. This review will summarize the role of metabolome in innate and adaptive effectors in infection, pathogenesis and immune control of HSV, highlighting the delicate interplay between the metabolic changes and immunity.