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1.
Biotechnol Bioeng ; 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38686918

RESUMO

Microbial-derived natural products remain a major source of structurally diverse bioactive compounds and chemical scaffolds that have the potential as new therapeutics to target drug-resistant pathogens and cancers. In particular, genome mining has revealed the vast number of cryptic or low-yield biosynthetic gene clusters in the genus Streptomyces. However, low natural product yields-improvements to which have been hindered by the lack of high throughput methods-have slowed the discovery and development of many potential therapeutics. Here, we describe our efforts to improve yields of landomycins-angucycline family polyketides under investigation as cancer therapeutics-by a genetically modified Streptomyces cyanogenus 136. After simplifying the extraction process from S. cyanogenus cultures, we identified a wavelength at which the major landomycin products are absorbed in culture extracts, which we used to systematically explore culture medium compositions to improve total landomycin titers. Through correlational analysis, we simplified the culture optimization process by identifying an alternative wavelength at which culture supernatants absorb yet is representative of total landomycin titers. Using the subsequently improved sample throughput, we explored landomycin production during the culturing process to further increase landomycin yield and reduce culture time. Testing the antimicrobial activity of the isolated landomycins, we report broad inhibition of Gram-positive bacteria, inhibition of fungi by landomycinone, and broad landomycin resistance by Gram-negative bacteria that is likely mediated by the exclusion of landomycins by the bacterial membrane. Finally, the anticancer activity of the isolated landomycins against A549 lung carcinoma cells agrees with previous reports on other cell lines that glycan chain length correlates with activity. Given the prevalence of natural products produced by Streptomyces, as well as the light-absorbing moieties common to bioactive natural products and their metabolic precursors, our method is relevant to improving the yields of other natural products of interest.

2.
bioRxiv ; 2023 Nov 11.
Artigo em Inglês | MEDLINE | ID: mdl-37986805

RESUMO

Microbial derived natural products remain a major source of structurally diverse bioactive compounds and chemical scaffolds that have potential as new therapeutics to target drug resistant pathogens and cancers. In particular, genome mining has revealed the vast number of cryptic or low yield biosynthetic gene clusters in the genus Streptomyces . Here, we describe our efforts to improve yields of landomycins - angucycline family polyketides under investigation as cancer therapeutics - by a genetically modified Streptomyces cyanogenus 136. After simplifying the extraction process from S. cyanogenus cultures, we identified a wavelength at which the major landomycin products absorb in culture extracts, which we used to systematically explore culture medium compositions to improve total landomycin titers. Through correlational analysis, we simplified the culture optimization process by identifying an alternative wavelength at which culture supernatants absorb yet is representative of total landomycin titers. Using the subsequently improved sample throughput, we explored landomycin production during the culturing process to further increase landomycin yield and reduce culture time. Testing the antimicrobial activity of the isolated landomycins, we report broad inhibition of Gram-positive bacteria, inhibition of fungi by landomycinone, and broad landomycin resistance by Gram-negative bacteria that is likely mediated by exclusion of landomycins by the bacterial membrane. Finally, the anticancer activity of the isolated landomycins against A549 lung carcinoma cells agrees with previous reports on other cell lines that glycan chain length correlates with activity. Given the prevalence of natural products produced by Streptomyces , as well as the light-absorbing moieties common to bioactive natural products and their metabolic precursors, our method is relevant to improving the yields of other natural products of interest.

3.
Int J Mol Sci ; 24(9)2023 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-37175855

RESUMO

It was recently reported that the hydroxyflavones quercetin and kaempferol bind the orphan nuclear receptor 4A1 (NR4A1, Nur77) and act as antagonists in cancer cells and tumors, and they inhibit pro-oncogenic NR4A1-regulated genes and pathways. In this study, we investigated the interactions of flavone, six hydroxyflavones, seven dihydroxyflavones, three trihydroxyflavones, two tetrahydroxyflavones, and one pentahydroxyflavone with the ligand-binding domain (LBD) of NR4A1 using direct-binding fluorescence and an isothermal titration calorimetry (ITC) assays. Flavone and the hydroxyflavones bound NR4A1, and their KD values ranged from 0.36 µM for 3,5,7-trihydroxyflavone (galangin) to 45.8 µM for 3'-hydroxyflavone. KD values determined using ITC and KD values for most (15/20) of the hydroxyflavones were decreased compared to those obtained using the fluorescence assay. The results of binding, transactivation and receptor-ligand modeling assays showed that KD values, transactivation data and docking scores for these compounds are highly variable with respect to the number and position of the hydroxyl groups on the flavone backbone structure, suggesting that hydroxyflavones are selective NR4A1 modulators. Nevertheless, the data show that hydroxyflavone-based neutraceuticals are NR4A1 ligands and that some of these compounds can now be repurposed and used to target sub-populations of patients that overexpress NR4A1.


Assuntos
Flavonas , Receptores Nucleares Órfãos , Humanos , Flavonas/farmacologia , Ligantes , Membro 1 do Grupo A da Subfamília 4 de Receptores Nucleares , Receptores Nucleares Órfãos/metabolismo , Ligação Proteica
4.
Cells ; 11(3)2022 02 07.
Artigo em Inglês | MEDLINE | ID: mdl-35159382

RESUMO

There is growing interest in the crosstalk between the gut microbiome, host metabolomic features, and disease pathogenesis. The current investigation compared long-term (26 week) and acute (3 day) dietary spinach intake in a genetic model of colorectal cancer. Metabolomic analyses in the polyposis in rat colon (Pirc) model and in wild-type animals corroborated key contributions to anticancer outcomes by spinach-derived linoleate bioactives and a butanoate metabolite linked to increased α-diversity of the gut microbiome. Combining linoleate and butanoate metabolites in human colon cancer cells revealed enhanced apoptosis and reduced cell viability, paralleling the apoptosis induction in colon tumors from rats given long-term spinach treatment. Mechanistic studies in cell-based assays and in vivo implicated the linoleate and butanoate metabolites in targeting histone deacetylase (HDAC) activity and the interferon-γ (IFN-γ) signaling axis. Clinical translation of these findings to at-risk patients might provide valuable quality-of-life benefits by delaying surgical interventions and drug therapies with adverse side effects.


Assuntos
Ácido Butírico , Neoplasias do Colo , Dieta , Ácido Linoleico , Spinacia oleracea , Animais , Neoplasias do Colo/patologia , Humanos , Interferon gama/uso terapêutico , Metabolômica , Ratos
5.
Metabolites ; 11(12)2021 Nov 30.
Artigo em Inglês | MEDLINE | ID: mdl-34940581

RESUMO

Much progress has been made in improving the viable cell density of bioreactor cultures in monoclonal antibody production from Chinese hamster ovary (CHO) cells; however, specific productivity (qP) has not been increased to the same degree. In this work, we analyzed a library of 24 antibody-expressing CHO cell clones to identify metabolites that positively associate with qP and could be used for clone selection or medium supplementation. An initial library of 12 clones, each producing one of two antibodies, was analyzed using untargeted LC-MS experiments. Metabolic model-based annotation followed by correlation analysis detected 73 metabolites that significantly correlated with growth, qP, or both. Of these, metabolites in the alanine, aspartate, and glutamate metabolism pathway, and the TCA cycle showed the strongest association with qP. To evaluate whether these metabolites could be used as indicators to identify clones with potential for high productivity, we performed targeted LC-MS experiments on a second library of 12 clones expressing a third antibody. These experiments found that aspartate and cystine were positively correlated with qP, confirming the results from untargeted analysis. To investigate whether qP correlated metabolites reflected endogenous metabolic activity beneficial for productivity, several of these metabolites were tested as medium additives during cell culture. Medium supplementation with citrate improved qP by up to 490% and more than doubled the titer. Together, these studies demonstrate the potential for using metabolomics to discover novel metabolite additives that yield higher volumetric productivity in biologics production processes.

6.
Gut Microbes ; 13(1): 1972756, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34494932

RESUMO

Complex interrelationships govern the dynamic interactions between gut microbes, the host, and exogenous drivers of disease outcome. A multi-omics approach to cancer prevention by spinach (SPI) was pursued for the first time in the polyposis in rat colon (Pirc) model. SPI fed for 26 weeks (10% w/w, freeze-dried in the diet) exhibited significant antitumor efficacy and, in the Apc-mutant genetic background, ß-catenin remained highly overexpressed in adenomatous polyps. However, in both wild type and Apc-mutant rats, increased gut microbiome diversity after SPI consumption coincided with reversal of taxonomic composition. Metagenomic prediction implicated linoleate and butanoate metabolism, tricarboxylic acid cycle, and pathways in cancer, which was supported by transcriptomic and metabolomic analyses. Thus, tumor suppression by SPI involved marked reshaping of the gut microbiome along with changes in host RNA-miRNA networks. When colon polyps were compared with matched normal-looking tissues via metabolomics, anticancer outcomes were linked to SPI-derived linoleate bioactives with known anti-inflammatory/ proapoptotic mechanisms, as well as N-aceto-2-hydroxybutanoate, consistent with altered butanoate metabolism stemming from increased α-diversity of the gut microbiome. In colon tumors from SPI-fed rats, L-glutamate and N-acetylneuraminate also were reduced, implicating altered mitochondrial energetics and cell surface glycans involved in oncogenic signaling networks and immune evasion. In conclusion, a multi-omics approach to cancer prevention by SPI provided mechanistic support for linoleate and butanoate metabolism, as well as tumor-associated changes in L-glutamate and N-acetylneuraminate. Additional factors, such as the fiber content, also warrant further investigation with a view to delaying colectomy and drug intervention in at-risk patients.


Assuntos
Proteína da Polipose Adenomatosa do Colo/genética , Pólipos Adenomatosos/metabolismo , Neoplasias do Colo/dietoterapia , Microbioma Gastrointestinal/fisiologia , Spinacia oleracea , Animais , Ácido Butírico/metabolismo , Ciclo do Ácido Cítrico/fisiologia , Neoplasias do Colo/patologia , Dieta , Ácido Glutâmico/metabolismo , Ácido Linoleico/metabolismo , Masculino , Mitocôndrias/metabolismo , Ácidos Neuramínicos/metabolismo , Ratos , Ratos Endogâmicos F344 , Verduras
7.
Microb Cell Fact ; 19(1): 219, 2020 Nov 30.
Artigo em Inglês | MEDLINE | ID: mdl-33256731

RESUMO

BACKGROUND: Diet, loss of aryl hydrocarbon receptor (AhR) expression and their modification of the gut microbiota community composition and its metabolites affect the development of colorectal cancer (CRC). However, the concordance between fecal microbiota composition and the fecal metabolome is poorly understood. Mice with specific AhR deletion (AhRKO) in intestinal epithelial cell and their wild-type littermates were fed a low-fat diet or a high-fat diet. Shifts in the fecal microbiome and metabolome associated with diet and loss of AhR expression were assessed. Microbiome and metabolome data were integrated to identify specific microbial taxa that contributed to the observed metabolite shifts. RESULTS: Our analysis shows that diet has a more pronounced effect on mouse fecal microbiota composition than the impact of the loss of AhR. In contrast, metabolomic analysis showed that the loss of AhR in intestinal epithelial cells had a more pronounced effect on metabolite profile compared to diet. Integration analysis of microbiome and metabolome identified unclassified Clostridiales, unclassified Desulfovibrionaceae, and Akkermansia as key contributors to the synthesis and/or utilization of tryptophan metabolites. CONCLUSIONS: Akkermansia are likely to contribute to the synthesis and/or degradation of tryptophan metabolites. Our study highlights the use of multi-omic analysis to investigate the relationship between the microbiome and metabolome and identifies possible taxa that can be targeted to manipulate the microbiome for CRC treatment.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Dieta , Fezes/microbiologia , Metaboloma , Receptores de Hidrocarboneto Arílico/metabolismo , Triptofano/metabolismo , Akkermansia/metabolismo , Animais , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Neoplasias do Colo/microbiologia , DNA Bacteriano , Feminino , Microbioma Gastrointestinal , Mucosa Intestinal/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Modelos Animais , RNA Ribossômico 16S , Receptores de Hidrocarboneto Arílico/genética
8.
Chem Res Toxicol ; 32(11): 2353-2364, 2019 11 18.
Artigo em Inglês | MEDLINE | ID: mdl-31621310

RESUMO

Many of the protective responses observed for flavonoids in the gastrointestinal track resemble aryl hydrocarbon receptor (AhR)-mediated effects. Therefore, we examined the structure-activity relationships of isoflavones and isomeric flavone and flavanones as AhR ligands on the basis of their induction of CYP1A1, CYP1B1, and UGT1A1 gene expression in colon cancer Caco2 cells and young adult mouse colonocyte (YAMC) cells. Caco2 cells were significantly more Ah-responsive than YAMC cells, and this was due, in part, to flavonoid-induced cytotoxicity in the latter cell lines. The structure-activity relationships for the flavonoids were complex and both response and cell context specific; however, there was significant variability in the AhR activities of the isomeric substituted isoflavones and flavones. For example, 4',5,7-trihydroxyisoflavone (genistein) was AhR-inactive whereas 4',5,7-trihydroxyflavone (apigenin) induced CYP1A1, CYP1B1, and UGT1A1 in Caco2 cells. In contrast, both 5,7-dihydroxy-4-methoxy substituted isoflavone (biochanin A) and flavone (acacetin) induced all three AhR-responsive genes; 4',5,7-trimethoxyisoflavone was a potent AhR agonist, and the isomeric flavone was AhR-inactive. These results coupled with simulation studies modeling flavonoid interaction within the AhR binding pocket demonstrate that the orientation of the substituted phenyl ring at C-2 (flavones) or C-3 (isoflavones) on the common 4-H-chromen-4-one ring strongly influences the activities of isoflavones and flavones as AhR agonists.


Assuntos
Flavonoides/farmacologia , Receptores de Hidrocarboneto Arílico/agonistas , Animais , Linhagem Celular , Colo/citologia , Citocromo P-450 CYP1A1/metabolismo , Citocromo P-450 CYP1B1/metabolismo , Flavonoides/química , Glucuronosiltransferase/metabolismo , Humanos , Camundongos , Modelos Moleculares , Relação Estrutura-Atividade
9.
Cell Rep ; 23(4): 1099-1111, 2018 04 24.
Artigo em Inglês | MEDLINE | ID: mdl-29694888

RESUMO

The gut microbiota plays a significant role in the progression of fatty liver disease; however, the mediators and their mechanisms remain to be elucidated. Comparing metabolite profile differences between germ-free and conventionally raised mice against differences between mice fed a low- and high-fat diet (HFD), we identified tryptamine and indole-3-acetate (I3A) as metabolites that depend on the microbiota and are depleted under a HFD. Both metabolites reduced fatty-acid- and LPS-stimulated production of pro-inflammatory cytokines in macrophages and inhibited the migration of cells toward a chemokine, with I3A exhibiting greater potency. In hepatocytes, I3A attenuated inflammatory responses under lipid loading and reduced the expression of fatty acid synthase and sterol regulatory element-binding protein-1c. These effects were abrogated in the presence of an aryl-hydrocarbon receptor (AhR) antagonist, indicating that the effects are AhR dependent. Our results suggest that gut microbiota could influence inflammatory responses in the liver through metabolites engaging host receptors.


Assuntos
Microbioma Gastrointestinal/imunologia , Hepatócitos , Ácidos Indolacéticos , Macrófagos , Triptaminas , Triptofano , Animais , Citocinas/imunologia , Citocinas/metabolismo , Gorduras na Dieta/farmacologia , Ácido Graxo Sintase Tipo I/imunologia , Ácido Graxo Sintase Tipo I/metabolismo , Células Hep G2 , Hepatócitos/imunologia , Hepatócitos/metabolismo , Hepatócitos/patologia , Humanos , Ácidos Indolacéticos/imunologia , Ácidos Indolacéticos/metabolismo , Inflamação , Macrófagos/imunologia , Macrófagos/metabolismo , Masculino , Camundongos , Células RAW 264.7 , Receptores de Hidrocarboneto Arílico/imunologia , Receptores de Hidrocarboneto Arílico/metabolismo , Proteína de Ligação a Elemento Regulador de Esterol 1/imunologia , Proteína de Ligação a Elemento Regulador de Esterol 1/metabolismo , Triptaminas/imunologia , Triptaminas/metabolismo , Triptofano/imunologia , Triptofano/metabolismo
10.
Int J Cancer ; 143(7): 1797-1805, 2018 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-29696632

RESUMO

Gut dysbiosis may play an etiological role in colorectal tumorigenesis. We previously observed that the abundance of Parabacteroides distasonis (Pd) in stool was inversely associated with intestinal tumor burden and IL-1ß concentrations in mice. Here, we assessed the anti-inflammatory capacity of Pd membrane fraction (PdMb) in colon cancer cell lines. In addition, we tested whether Pd could suppress colon tumorigenesis in mice. Six-week-old male A/J mice were fed a low-fat (LF) diet, high-fat (HF) diet or HF+ whole freeze-dried Pd (HF + Pd, 0.04% wt/wt) for 24 weeks. After 1 week on diet, mice received 4 weekly injections of azoxymethane. PdMb robustly suppressed the production of pro-inflammatory cytokines and lowered the abundance of MyD88 and pAkt (ser473) induced by E. coli lipopolysaccharide in colon cancer cell lines. Moreover, PdMb induced apoptosis in colon cancer cell lines and blocked TLR4 activation in a reporter line. Colon tumors were observed in 0% of LF (0 of 19), 25% of HF (5 of 20) and 0% of HF + Pd mice (0 of 20) (p = 0.005). The latter group also displayed a lower abundance of MyD88 and pAkt (ser473) in colonic mucosa than HF mice. Taken together, these data suggest that Pd has anti-inflammatory and anti-cancer properties that are likely mediated by the suppression of TLR4 and Akt signaling, as well as promotion of apoptosis. Further work is needed to confirm these findings in additional models and fully elaborate the mechanism of action.


Assuntos
Azoximetano/toxicidade , Bacteroidetes/fisiologia , Neoplasias do Colo/prevenção & controle , Dieta Hiperlipídica/efeitos adversos , Proteínas Proto-Oncogênicas c-akt/metabolismo , Receptor 4 Toll-Like/metabolismo , Animais , Apoptose , Carcinógenos/toxicidade , Proliferação de Células , Neoplasias do Colo/etiologia , Neoplasias do Colo/metabolismo , Neoplasias do Colo/patologia , Humanos , Masculino , Camundongos , Camundongos Endogâmicos A , Células Tumorais Cultivadas
11.
Mol Pharmacol ; 90(5): 674-688, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27573671

RESUMO

The endogenous ligand-activated aryl hydrocarbon receptor (AHR) plays an important role in numerous biologic processes. As the known number of AHR-mediated processes grows, so too does the importance of determining what endogenous AHR ligands are produced, how their production is regulated, and what biologic consequences ensue. Consequently, our studies were designed primarily to determine whether ER-/PR-/Her2- breast cancer cells have the potential to produce endogenous AHR ligands and, if so, how production of these ligands is controlled. We postulated that: 1) malignant cells produce tryptophan-derived AHR ligand(s) through the kynurenine pathway; 2) these metabolites have the potential to drive AHR-dependent breast cancer migration; 3) the AHR controls expression of a rate-limiting kynurenine pathway enzyme(s) in a closed amplification loop; and 4) environmental AHR ligands mimic the effects of endogenous ligands. Data presented in this work indicate that primary human breast cancers, and their metastases, express high levels of AHR and tryptophan-2,3-dioxygenase (TDO); representative ER-/PR-/Her2- cell lines express TDO and produce sufficient intracellular kynurenine and xanthurenic acid concentrations to chronically activate the AHR. TDO overexpression, or excess kynurenine or xanthurenic acid, accelerates migration in an AHR-dependent fashion. Environmental AHR ligands 2,3,7,8-tetrachlorodibenzo[p]dioxin and benzo[a]pyrene mimic this effect. AHR knockdown or inhibition significantly reduces TDO2 expression. These studies identify, for the first time, a positive amplification loop in which AHR-dependent TDO2 expression contributes to endogenous AHR ligand production. The net biologic effect of AHR activation by endogenous ligands, which can be mimicked by environmental ligands, is an increase in tumor cell migration, a measure of tumor aggressiveness.


Assuntos
Movimento Celular , Amplificação de Genes , Receptores de Hidrocarboneto Arílico/metabolismo , Neoplasias de Mama Triplo Negativas/metabolismo , Neoplasias de Mama Triplo Negativas/patologia , Linhagem Celular Tumoral , Feminino , Regulação Neoplásica da Expressão Gênica , Técnicas de Silenciamento de Genes , Humanos , Imuno-Histoquímica , Cinurenina/metabolismo , Ligantes , Modelos Biológicos , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Receptor ErbB-2/metabolismo , Receptores de Hidrocarboneto Arílico/genética , Receptores de Estrogênio/metabolismo , Receptores de Progesterona/metabolismo , Neoplasias de Mama Triplo Negativas/genética , Triptofano/metabolismo , Triptofano Oxigenase/genética , Triptofano Oxigenase/metabolismo , Xanturenatos/metabolismo
12.
Curr Opin Biotechnol ; 26: 85-90, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24679263

RESUMO

The intestinal microbiota plays an important role in a wide range of functions and whole body homeostasis. Recent advances have linked microbiota dysbiosis to conditions ranging from Crohn's disease to cancer. The restoration or strengthening of the intestinal microbiota through diet-based approaches such as probiotics and prebiotics has been proposed for combating the onset or progression of these diseases. In this review, we highlight the importance of postbiotics for the manipulation of the intestinal microbiota, with special emphasis on systems biology computational tools and targeted metabolomics for the rational discovery and identification of these bioactive molecules. The identification of novel postbiotics and the pathways responsible for their production should lead to improved mechanistic understanding of the role that specific probiotics, prebiotics, and postbiotics have in restoring intestinal microbiota composition and function.


Assuntos
Dieta , Intestinos/microbiologia , Microbiota/fisiologia , Probióticos/metabolismo , Biologia de Sistemas/métodos , Animais , Humanos , Metabolômica , Prebióticos
13.
Cancer Res ; 74(11): 3067-75, 2014 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-24686167

RESUMO

Alterations in the balance between different metabolic pathways used to meet cellular bioenergetic and biosynthetic demands are considered hallmarks of cancer. Optical imaging relying on endogenous fluorescence has been used as a noninvasive approach to assess tissue metabolic changes during cancer development. However, quantitative correlations of optical assessments with variations in the concentration of relevant metabolites or in the specific metabolic pathways that are involved have been lacking. In this study, we use high-resolution, depth-resolved imaging, relying entirely on endogenous two-photon excited fluorescence in combination with invasive biochemical assays and mass spectrometry to demonstrate the sensitivity and quantitative nature of optical redox ratio tissue assessments. We identify significant differences in the optical redox ratio of live, engineered normal and precancerous squamous epithelial tissues. We establish that while decreases in the optical redox ratio are associated with enhanced levels of glycolysis relative to oxidative phosphorylation, increases in glutamine consumption to support energy production are associated with increased optical redox ratio values. Such mechanistic insights in the origins of optical metabolic assessments are critical for exploiting fully the potential of such noninvasive approaches to monitor and understand important metabolic changes that occur in live tissues at the onset of cancer or in response to treatment.


Assuntos
Células Epiteliais/metabolismo , Células Epiteliais/patologia , Glutamina/metabolismo , Glicólise/fisiologia , Lesões Pré-Cancerosas/metabolismo , Biomarcadores/metabolismo , Células Cultivadas , Diagnóstico por Imagem/métodos , Metabolismo Energético , Fluorescência , Humanos , Redes e Vias Metabólicas , Microscopia de Fluorescência por Excitação Multifotônica/métodos , Oxirredução , Fosforilação Oxidativa , Lesões Pré-Cancerosas/patologia , Engenharia Tecidual/métodos
14.
Sci Rep ; 3: 3432, 2013 Dec 05.
Artigo em Inglês | MEDLINE | ID: mdl-24305550

RESUMO

The non-invasive high-resolution spatial mapping of cell metabolism within tissues could provide substantial advancements in assessing the efficacy of stem cell therapy and understanding tissue development. Here, using two-photon excited fluorescence microscopy, we elucidate the relationships among endogenous cell fluorescence, cell redox state, and the differentiation of human mesenchymal stem cells into adipogenic and osteoblastic lineages. Using liquid chromatography/mass spectrometry and quantitative PCR, we evaluate the sensitivity of an optical redox ratio of FAD/(NADH + FAD) to metabolic changes associated with stem cell differentiation. Furthermore, we probe the underlying physiological mechanisms, which relate a decrease in the redox ratio to the onset of differentiation. Because traditional assessments of stem cells and engineered tissues are destructive, time consuming, and logistically intensive, the development and validation of a non-invasive, label-free approach to defining the spatiotemporal patterns of cell differentiation can offer a powerful tool for rapid, high-content characterization of cell and tissue cultures.


Assuntos
Diferenciação Celular , Metabolômica/métodos , Microscopia de Fluorescência , Imagem Molecular/métodos , Células-Tronco/citologia , Células-Tronco/metabolismo , Adipogenia , Ácidos Graxos/biossíntese , Humanos , Células-Tronco Mesenquimais , Mitocôndrias/metabolismo , Modelos Biológicos , NAD/metabolismo , Oxirredução
15.
Stem Cell Res Ther ; 4(4): 79, 2013 Jul 09.
Artigo em Inglês | MEDLINE | ID: mdl-23838354

RESUMO

INTRODUCTION: Obesity, which is excessive expansion of white adipose tissue, is a major risk factor for several serious health issues, including diabetes, cardiovascular disease and cancer. Efforts to combat obesity and related diseases require understanding the basic biology of adipogenesis. However, in vitro studies do not result in lipid composition and morphology that are typically seen in vivo, likely because the in vitro conditions are not truly representative of in vivo adipose tissue formation. In vitro, low oxygen tension and cytoskeletal tension have been shown to independently regulate adipogenesis, but in vivo, these two factors simultaneously influence differentiation. METHODS: The purpose of our study was to examine the influence of physiological oxygen tension on cytoskeletal tension-mediated adipogenesis. Adipose-derived stem cells (ASCs) were differentiated under both ambient (20%) and physiological (5%) oxygen conditions and treated with cytoskeletal inhibitors, cytochalasin D or blebbistatin. Adipogenesis was assessed on the basis of gene expression and adipocyte metabolic function. RESULTS: Adipose tissue metabolic markers (glycerol-3-phosphate dehydrogenase (GPDH) and triglycerides) were significantly down-regulated by physiological oxygen levels. Reducing cytoskeletal tension through the use of chemical inhibitors, either cytochalasin D or blebbistatin, resulted in an up-regulation of adipogenic gene expression (peroxisome proliferator-activated receptor γ (PPARγ), lipoprotein lipase (LPL) and fatty acid binding protein 4 (FABP4)) and metabolic markers, regardless of oxygen levels. Cytochalasin D and blebbistatin treatment altered cytoskeletal organization and associated tension via different mechanisms; however, both conditions had similar effects on adipogenesis, suggesting that physiological oxygen-mediated regulation of adipogenesis in ASCs is modulated, in part, by cytoskeletal tension. CONCLUSIONS: These results demonstrated that interactions between the cytoskeleton and oxygen tension influence adipogenic differentiation of ASCs.


Assuntos
Adipogenia/genética , Tecido Adiposo/citologia , Oxigênio/metabolismo , Adulto , Diferenciação Celular , Proliferação de Células , Citoesqueleto , Expressão Gênica , Humanos , Técnicas In Vitro , Pessoa de Meia-Idade , Fatores de Risco
16.
Biomaterials ; 33(21): 5341-8, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22560200

RESUMO

Non-invasive approaches to assess tissue function could improve significantly current methods to diagnose diseases and optimize engineered tissues. In this study, we describe a two-photon excited fluorescence microscopy approach that relies entirely on endogenous fluorophores to dynamically quantify functional metabolic readouts from individual cells within three-dimensional engineered tissues undergoing adipogenic differentiation over six months. Specifically, we employ an automated approach to analyze 3D image volumes and extract a redox ratio of metabolic cofactors. We identify a decrease in redox ratio over the first two months of culture that is associated with stem cell differentiation and lipogenesis. In addition, we demonstrate that the presence of endothelial cells facilitate greater cell numbers deeper within the engineered tissues. Since traditional assessments of engineered tissue structure and function are destructive and logistically intensive, this non-destructive, label-free approach offers a potentially powerful high-content characterization tool for optimizing tissue engineering protocols and assessing engineered tissue implants.


Assuntos
Células Endoteliais/metabolismo , Células-Tronco Mesenquimais/metabolismo , Engenharia Tecidual/métodos , Tecido Adiposo/citologia , Compostos Azo/metabolismo , Diferenciação Celular , Proliferação de Células , Células Cultivadas , Técnicas de Cocultura , Células Endoteliais/citologia , Flavina-Adenina Dinucleotídeo/metabolismo , Humanos , Processamento de Imagem Assistida por Computador , Metabolismo dos Lipídeos , Células-Tronco Mesenquimais/citologia , Microscopia de Fluorescência por Excitação Multifotônica , Microvasos/citologia , Modelos Biológicos , NAD/metabolismo , Oxirredução , Coloração e Rotulagem , Fatores de Tempo
17.
PLoS Comput Biol ; 7(11): e1002262, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22102800

RESUMO

Modularity analysis offers a route to better understand the organization of cellular biochemical networks as well as to derive practically useful, simplified models of these complex systems. While there is general agreement regarding the qualitative properties of a biochemical module, there is no clear consensus on the quantitative criteria that may be used to systematically derive these modules. In this work, we investigate cyclical interactions as the defining characteristic of a biochemical module. We utilize a round trip distance metric, termed Shortest Retroactive Distance (ShReD), to characterize the retroactive connectivity between any two reactions in a biochemical network and to group together network components that mutually influence each other. We evaluate the metric on two types of networks that feature feedback interactions: (i) epidermal growth factor receptor (EGFR) signaling and (ii) liver metabolism supporting drug transformation. For both networks, the ShReD partitions found hierarchically arranged modules that confirm biological intuition. In addition, the partitions also revealed modules that are less intuitive. In particular, ShReD-based partition of the metabolic network identified a 'redox' module that couples reactions of glucose, pyruvate, lipid and drug metabolism through shared production and consumption of NADPH. Our results suggest that retroactive interactions arising from feedback loops and metabolic cycles significantly contribute to the modularity of biochemical networks. For metabolic networks, cofactors play an important role as allosteric effectors that mediate the retroactive interactions.


Assuntos
Simulação por Computador , Redes e Vias Metabólicas , Transdução de Sinais , Animais , Receptores ErbB/metabolismo , Humanos , Fígado/metabolismo , NADP/metabolismo
18.
Tissue Eng Part A ; 16(12): 3623-34, 2010 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-20673134

RESUMO

Tailoring tissue engineering strategies to match patient- and tissue-specific bone regeneration needs offers to improve clinical outcomes. As a step toward this goal, osteogenic outcomes and metabolic parameters were assessed when varying inputs into the bone formation process. Silk protein scaffolds seeded with human mesenchymal stem cells in osteogenic differentiation media were used to study in vitro osteogenesis under varied conditions of amino acid (lysine and proline) concentration and oxygen level. The cells were assessed to probe how the microenvironment impacted metabolic pathways and thus osteogenesis. The most favorable osteogenesis outcomes were found in the presence of low (5%) oxygen combined with high lysine and proline concentrations during in vitro cultivation. This same set of culture conditions also showed the highest glucose consumption, lactate synthesis, and certain amino acid consumption rates. On the basis of these results and known pathways, a holistic metabolic model was derived which shows that lysine and proline supplements as well as low (5%) oxygen levels regulate collagen matrix synthesis and thereby rates of osteogenesis. This study establishes early steps toward a foundation for patient- and tissue-specific matches between metabolism, repair site, and tissue engineering approaches toward optimized bone regeneration.


Assuntos
Aminoácidos/farmacologia , Hipóxia Celular/fisiologia , Células-Tronco Mesenquimais/citologia , Células-Tronco Mesenquimais/fisiologia , Osteogênese/efeitos dos fármacos , Seda/química , Engenharia Tecidual/métodos , Alicerces Teciduais/química , Aminoácidos/química , Animais , Células Cultivadas , Cromatografia Líquida de Alta Pressão , Humanos , Imuno-Histoquímica , Células-Tronco Mesenquimais/metabolismo , Microscopia Eletrônica de Varredura
19.
Biomaterials ; 31(24): 6162-72, 2010 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-20546890

RESUMO

Bone repairs represent a major focus in orthopedic medicine with biomaterials as a critical aspect of the regenerative process. However, only a limited set of biomaterials are utilized today and few studies relate biomaterial scaffold design to degradation rate and new bone formation. Matching biomaterial remodeling rate towards new bone formation is important in terms of the overall rate and quality of bone regeneration outcomes. We report on the osteogenesis and metabolism of human bone marrow derived mesenchymal stem cells (hMSCs) in 3D silk scaffolds. The scaffolds were prepared with two different degradation rates in order to study relationships between matrix degradation, cell metabolism and bone tissue formation in vitro. SEM, histology, chemical assays, real-time PCR and metabolic analyses were assessed to investigate these relationships. More extensively mineralized ECM formed in the scaffolds designed to degrade more rapidly, based on SEM, von Kossa and type I collagen staining and calcium content. Measures of osteogenic ECM were significantly higher in the more rapidly degrading scaffolds than in the more slowly degrading scaffolds over 56 days of study in vitro. Metabolic analysis, including glucose and lactate levels, confirmed the degradation rate differences with the two types of scaffolds, with the more rapidly degrading scaffolds supporting higher levels of glucose consumption and lactate synthesis by the hMSCs upon osteogenesis, in comparison to the more slowly degrading scaffolds. The results demonstrate that scaffold degradation rates directly impact the metabolism of hMSCs, and in turn the rate of osteogenesis. An understanding of the interplay between cellular metabolism and scaffold degradability should aid in the more rational design of scaffolds for bone regeneration needs both in vitro and in vivo.


Assuntos
Osteogênese , Seda/metabolismo , Alicerces Teciduais/química , Adulto , Aminoácidos/análise , Biomarcadores/metabolismo , Diferenciação Celular/efeitos dos fármacos , Diferenciação Celular/genética , Células Cultivadas , Meios de Cultura/farmacologia , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Imuno-Histoquímica , Masculino , Células-Tronco Mesenquimais/citologia , Células-Tronco Mesenquimais/efeitos dos fármacos , Células-Tronco Mesenquimais/metabolismo , Células-Tronco Mesenquimais/ultraestrutura , Modelos Biológicos , Osteogênese/efeitos dos fármacos , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Seda/ultraestrutura
20.
PLoS One ; 4(9): e7000, 2009 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-19746157

RESUMO

BACKGROUND: Increasing energy expenditure at the cellular level offers an attractive option to limit adiposity and improve whole body energy balance. In vivo and in vitro observations have correlated mitochondrial uncoupling protein-1 (UCP1) expression with reduced white adipose tissue triglyceride (TG) content. The metabolic basis for this correlation remains unclear. METHODOLOGY/PRINCIPAL FINDINGS: This study tested the hypothesis that mitochondrial uncoupling requires the cell to compensate for the decreased oxidation phosphorylation efficiency by up-regulating lactate production, thus redirecting carbon flux away from TG synthesis. Metabolic flux analysis was used to characterize the effects of non-lethal, long-term mitochondrial uncoupling (up to 18 days) on the pathways of intermediary metabolism in differentiating 3T3-L1 adipocytes. Uncoupling was induced by forced expression of UCP1 and chemical (FCCP) treatment. Chemical uncoupling significantly decreased TG content by ca. 35%. A reduction in the ATP level suggested diminished oxidative phosphorylation efficiency in the uncoupled adipocytes. Flux analysis estimated significant up-regulation of glycolysis and down-regulation of fatty acid synthesis, with chemical uncoupling exerting quantitatively larger effects. CONCLUSIONS/SIGNIFICANCE: The results of this study support our hypothesis regarding uncoupling-induced redirection of carbon flux into glycolysis and lactate production, and suggest mitochondrial proton translocation as a potential target for controlling adipocyte lipid metabolism.


Assuntos
Células 3T3-L1/metabolismo , Adipócitos/metabolismo , Trifosfato de Adenosina/química , Trifosfato de Adenosina/metabolismo , Tecido Adiposo/metabolismo , Animais , Carbono/metabolismo , Ácidos Graxos/metabolismo , Glicólise , Canais Iônicos/metabolismo , Lactatos/metabolismo , Lipídeos/química , Camundongos , Proteínas Mitocondriais/metabolismo , Modelos Biológicos , Oxigênio/metabolismo , Triglicerídeos/metabolismo , Proteína Desacopladora 1
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