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1.
Mol Cell ; 67(4): 685-701.e6, 2017 Aug 17.
Article in English | MEDLINE | ID: mdl-28803777

ABSTRACT

Metabolic deregulation is a hallmark of human cancers, and the glycolytic and glutamine metabolism pathways were shown to be deregulated in pancreatic ductal adenocarcinoma (PDAC). To identify new metabolic regulators of PDAC tumor growth and metastasis, we systematically knocked down metabolic genes that were overexpressed in human PDAC tumor samples using short hairpin RNAs. We found that p53 transcriptionally represses paraoxonase 2 (PON2), which regulates GLUT1-mediated glucose transport via stomatin. The loss of PON2 initiates the cellular starvation response and activates AMP-activated protein kinase (AMPK). In turn, AMPK activates FOXO3A and its transcriptional target, PUMA, which induces anoikis to suppress PDAC tumor growth and metastasis. Pharmacological or genetic activation of AMPK, similar to PON2 inhibition, blocks PDAC tumor growth. Collectively, our results identify PON2 as a new modulator of glucose transport that regulates a pharmacologically tractable pathway necessary for PDAC tumor growth and metastasis.


Subject(s)
Aryldialkylphosphatase/metabolism , Carcinoma, Pancreatic Ductal/enzymology , Cell Movement , Cell Proliferation , Energy Metabolism , Glucose Transporter Type 1/metabolism , Liver Neoplasms/enzymology , Lung Neoplasms/enzymology , Pancreatic Neoplasms/enzymology , AMP-Activated Protein Kinases/analysis , AMP-Activated Protein Kinases/genetics , AMP-Activated Protein Kinases/metabolism , Animals , Antineoplastic Agents/pharmacology , Apoptosis Regulatory Proteins/genetics , Apoptosis Regulatory Proteins/metabolism , Aryldialkylphosphatase/genetics , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Cell Line, Tumor , Cell Movement/drug effects , Cell Proliferation/drug effects , Energy Metabolism/drug effects , Female , Forkhead Box Protein O3/genetics , Forkhead Box Protein O3/metabolism , Gene Expression Regulation, Neoplastic , Glucose/metabolism , Glucose Transporter Type 1/genetics , Humans , Liver Neoplasms/genetics , Liver Neoplasms/prevention & control , Liver Neoplasms/secondary , Lung Neoplasms/genetics , Lung Neoplasms/prevention & control , Lung Neoplasms/secondary , Male , Mice, Nude , Mutation , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins p21(ras)/genetics , RNA Interference , Signal Transduction , Time Factors , Transcription, Genetic , Transfection , Tumor Burden , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism , Xenograft Model Antitumor Assays
2.
Bioinformatics ; 39(1)2023 01 01.
Article in English | MEDLINE | ID: mdl-36469345

ABSTRACT

MOTIVATION: The gut microbiome changes rapidly under the influence of different factors such as age, dietary changes or medications to name just a few. To analyze and understand such changes, we present a Microbiome Toolbox. We implemented several methods for analysis and exploration to provide interactive visualizations for easy comprehension and reporting of longitudinal microbiome data. RESULTS: Based on the abundance of microbiome features such as taxa as well as functional capacity modules, and with the corresponding metadata per sample, the Microbiome Toolbox includes methods for (i) data analysis and exploration, (ii) data preparation including dataset-specific preprocessing and transformation, (iii) best feature selection for log-ratio denominators, (iv) two-group analysis, (v) microbiome trajectory prediction with feature importance over time, (vi) spline and linear regression statistical analysis for testing universality across different groups and differentiation of two trajectories, (vii) longitudinal anomaly detection on the microbiome trajectory and (viii) simulated intervention to return anomaly back to a reference trajectory. AVAILABILITY AND IMPLEMENTATION: The software tools are open source and implemented in Python. For developers interested in additional functionality of the Microbiome Toolbox, it is modular allowing for further extension with custom methods and analysis. The code, python package and the link to the interactive dashboard of Microbiome Toolbox are available on GitHub https://github.com/JelenaBanjac/microbiome-toolbox. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Microbiota , Software , Metadata
3.
Proc Natl Acad Sci U S A ; 111(30): E3062-71, 2014 Jul 29.
Article in English | MEDLINE | ID: mdl-25024194

ABSTRACT

Tumor suppressor p53 plays an important role in mediating growth inhibition upon telomere dysfunction. Here, we show that loss of the p53 target gene cyclin-dependent kinase inhibitor 1A (CDKN1A, also known as p21(WAF1/CIP1)) increases apoptosis induction following telomerase inhibition in a variety of cancer cell lines and mouse xenografts. This effect is highly specific to p21, as loss of other checkpoint proteins and CDK inhibitors did not affect apoptosis. In telomerase, inhibited cell loss of p21 leads to E2F1- and p53-mediated transcriptional activation of p53-upregulated modulator of apoptosis, resulting in increased apoptosis. Combined genetic or pharmacological inhibition of telomerase and p21 synergistically suppresses tumor growth. Furthermore, we demonstrate that simultaneous inhibition of telomerase and p21 also suppresses growth of tumors containing mutant p53 following pharmacological restoration of p53 activity. Collectively, our results establish that inactivation of p21 leads to increased apoptosis upon telomerase inhibition and thus identify a genetic vulnerability that can be exploited to treat many human cancers containing either wild-type or mutant p53.


Subject(s)
Apoptosis , Cyclin-Dependent Kinase Inhibitor p21/antagonists & inhibitors , Neoplasms, Experimental/metabolism , Telomerase/antagonists & inhibitors , Tumor Suppressor Protein p53/metabolism , Animals , Cell Line, Tumor , Cyclin-Dependent Kinase Inhibitor p21/genetics , Cyclin-Dependent Kinase Inhibitor p21/metabolism , Humans , Mice , Mice, Nude , Mutation , Neoplasms, Experimental/genetics , Neoplasms, Experimental/pathology , Neoplasms, Experimental/therapy , Telomerase/genetics , Telomerase/metabolism , Tumor Suppressor Protein p53/genetics
4.
BMJ Open ; 14(5): e075417, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38760054

ABSTRACT

PURPOSE: The Bone And MicroBiOme Onset (BAMBOO) study is an ongoing prospective observational cohort study conducted in Tianjin, China, aiming to determine age-appropriate trajectories for microbiome maturation and bone development and to identify the influence of dietary factors in the process. PARTICIPANTS: The recruitment started in September 2021 and was completed in February 2023. A total of 1380 subjects were recruited, 690 at birth (group 1) and 690 at 6 months of age (group 2). Groups 1 and 2 will be followed up for 12 months and 36 months, respectively. FINDINGS TO DATE: The age of the mothers was 31.1±3.7 (mean±SD), and the birth weight of infants was 3.3±0.5 kg with an incidence of caesarean section 50.4%. Food diary information of the first 100 subjects showed that 64 food items were introduced by 6 months. A pilot microbiome analysis revealed that at the species level, bacterial communities were composed of mostly Bacteroides dorei, Bacteroides vulgatus and Escherichia coli, which were consistent with that of previous reports. Feasibility assessments of breast milk vitamin D and human milk oligosaccharides were validated through certified reference measurements. The early data assessment showed a high reliability of the data generated from this study. FUTURE PLANS: Data collection will be completed in August 2025. Four stage-statistical analyses will be performed as the cohort reaches certain age thresholds before the final report. Analysis of BAMBOO data will be used to develop age-appropriate trajectories for microbiome maturation and bone development for children aged 0-3 years and investigate the contribution of dietary factors in the process. TRIAL REGISTRATION NUMBER: ChiCTR2100049972.


Subject(s)
Bone Development , Humans , China , Infant , Female , Prospective Studies , Infant, Newborn , Male , Bone Development/physiology , Milk, Human/microbiology , Gastrointestinal Microbiome/physiology , Adult , Child, Preschool , Vitamin D , Diet , Cohort Studies
5.
Nutrients ; 15(6)2023 Mar 07.
Article in English | MEDLINE | ID: mdl-36986043

ABSTRACT

Faecalibacterium prausnitzii (F. prausnitzii) is a bacterial taxon in the human gut with anti-inflammatory properties, and this may contribute to the beneficial effects of healthy eating habits. However, little is known about the nutrients that enhance the growth of F. prausnitzii other than simple sugars and fibers. Here, we combined dietary and microbiome data from the American Gut Project (AGP) to identify nutrients that may be linked to the relative abundance of F. prausnitzii. Using a machine learning approach in combination with univariate analyses, we identified that sugar alcohols, carbocyclic sugar, and vitamins may contribute to F. prausnitzii growth. We next explored the effects of these nutrients on the growth of two F. prausnitzii strains in vitro and observed robust and strain-dependent growth patterns on sorbitol and inositol, respectively. In the context of a complex community using in vitro fermentation, neither inositol alone nor in combinations with vitamin B exerted a significant growth-promoting effect on F. prausnitzii, partly due to high variability among the fecal microbiota community from four healthy donors. However, the fecal communities that showed an increase in F. prausnitzii on inulin also responded with at least 60% more F. prausnitzii on any of inositol containing media than control. Future nutritional studies aiming to increase the relative abundance of F. prausnitzii should explore a personalized approach accounting for strain-level genetic variations and community-level microbiome composition.


Subject(s)
Microbiota , Vitamin B Complex , Humans , Faecalibacterium prausnitzii , Inositol , Inulin
6.
Microorganisms ; 9(10)2021 10 07.
Article in English | MEDLINE | ID: mdl-34683431

ABSTRACT

Early life is characterized by developmental milestones such as holding up the head, turning over, sitting up and walking that are typically achieved sequentially in specific time windows. Similarly, the early gut microbiome maturation can be characterized by specific temporal microorganism acquisition, colonization and selection with differential functional features over time. This orchestrated microbial sequence occurs from birth during the first years of age before the microbiome reaches an adult-like composition and function between 3 and 5 years of age. Increasingly, these different steps of microbiome development are recognized as crucial windows of opportunity for long term health, primarily linked to appropriate immune and metabolic development. For instance, microbiome disruptors such as preterm and Cesarean-section birth, malnutrition and antibiotic use are associated with increased risk to negatively affect long-term immune and metabolic health. Different age discriminant microbiome taxa and functionalities are used to describe age-appropriate microbiome development, and advanced modelling techniques enable an understanding and visualization of an optimal microbiome maturation trajectory. Specific microbiome features can be related to later health conditions, however, whether such features have a causal relationship is the topic of intense research. Early life nutrition is an important microbiome modulator, and 'Mother Nature' provides the model with breast milk as the sole source of nutrition for the early postnatal period, while dietary choices during the prenatal and weaning period are to a large extent guided by tradition and culture. Increasing evidence suggests prenatal maternal diet and infant and child nutrition impact the infant microbiome trajectory and immune competence development. The lack of a universal feeding reference for such phases represents a knowledge gap, but also a great opportunity to provide adequate nutritional guidance to maintain an age-appropriate microbiome for long term health. Here, we provide a narrative review and perspective on our current understanding of age-appropriate microbiome maturation, its relation to long term health and how nutrition shapes and influences this relationship.

7.
Microorganisms ; 9(9)2021 Sep 12.
Article in English | MEDLINE | ID: mdl-34576834

ABSTRACT

(1) Background: Human milk oligosaccharides (HMOs) may support immune protection, partly via their action on the early-life gut microbiota. Exploratory findings of a randomized placebo-controlled trial associated 2'fucosyllactose (2'FL) and lacto-N-neotetraose (LNnT) formula feeding with reduced risk for reported bronchitis and lower respiratory tract illnesses (LRTI), as well as changes in gut microbiota composition. We sought to identify putative gut microbial mechanisms linked with these clinical observations. (2) Methods: We used stool microbiota composition, metabolites including organic acids and gut health markers in several machine-learning-based classification tools related prospectively to experiencing reported bronchitis or LRTI, as compared to no reported respiratory illness. We performed preclinical epithelial barrier function modelling to add mechanistic insight to these clinical observations. (3) Results: Among the main features discriminant for infants who did not experience any reported bronchitis (n = 80/106) or LRTI (n = 70/103) were the 2-HMO formula containing 2'FL and LNnT, higher acetate, fucosylated glycans and Bifidobacterium, as well as lower succinate, butyrate, propionate and 5-aminovalerate, along with Carnobacteriaceae members and Escherichia. Acetate correlated with several Bifidobacterium species. By univariate analysis, infants experiencing no bronchitis or LRTI, compared with those who did, showed higher acetate (p < 0.007) and B. longum subsp. infantis (p ≤ 0.03). In vitro experiments demonstrate that 2'FL, LNnT and lacto-N-tetraose (LNT) stimulated B. longum subsp. infantis (ATCC15697) metabolic activity. Metabolites in spent culture media, primarily due to acetate, supported epithelial barrier protection. (4) Conclusions: An early-life gut ecology characterized by Bifidobacterium-species-driven metabolic changes partly explains the observed clinical outcomes of reduced risk for bronchitis and LRTI in infants fed a formula with HMOs. (Trial registry number NCT01715246.).

8.
Front Microbiol ; 11: 572921, 2020.
Article in English | MEDLINE | ID: mdl-33042082

ABSTRACT

The gut microbiota is a new frontier in health and disease. Not only many diseases are associated with perturbed microbiota, but an increasing number of studies point to a cause-effect relationship. Defining a healthy microbiota is not possible at the current state of our knowledge mostly because of high interindividual variability. A resilient microbiota could be used as surrogate for healthy microbiota. In addition, the gut microbiota is an "organ" with frontline exposure to environmental changes and insults. During the lifetime of an individual, it is exposed to challenges such as unhealthy diet, medications and infections. Impaired ability to bounce back to the pre-challenge baseline may lead to dysbiosis. It is therefore legitimate to postulate that maintaining a resilient microbiota may be important for health. Here we review the concept of resilience, what is known about the characteristics of a resilient microbiota, and how to assess microbiota resilience experimentally using a model of high fat diet challenge in humans. Interventions to maintain microbiota resilience can be guided by the knowledge of what microbial species or functions are perturbed by challenges, and designed to replace diminished species with probiotics, when available, or boost them with prebiotics. Fibers with multiple structures and composition can also be used to increase microbiota diversity, a characteristic of the microbiota that may be associated with resilience. We finally discuss some open questions and knowledge gaps.

9.
Elife ; 52016 Sep 08.
Article in English | MEDLINE | ID: mdl-27608486

ABSTRACT

Mutations in the NRAS oncogene are present in up to 20% of melanoma. Here, we show that interferon alpha-inducible protein 6 (IFI6) is necessary for NRASQ61K-induced transformation and melanoma growth. IFI6 was transcriptionally upregulated by NRASQ61K, and knockdown of IFI6 resulted in DNA replication stress due to dysregulated DNA replication via E2F2. This stress consequentially inhibited cellular transformation and melanoma growth via senescence or apoptosis induction depending on the RB and p53 pathway status of the cells. NRAS-mutant melanoma were significantly more resistant to the cytotoxic effects of DNA replication stress-inducing drugs, and knockdown of IFI6 increased sensitivity to these drugs. Pharmacological inhibition of IFI6 expression by the MEK inhibitor trametinib, when combined with DNA replication stress-inducing drugs, blocked NRAS-mutant melanoma growth. Collectively, we demonstrate that IFI6, via E2F2 regulates DNA replication and melanoma development and growth, and this pathway can be pharmacologically targeted to inhibit NRAS-mutant melanoma.

10.
Cell Rep ; 16(2): 457-471, 2016 07 12.
Article in English | MEDLINE | ID: mdl-27346347

ABSTRACT

Oncogene-induced DNA methylation-mediated transcriptional silencing of tumor suppressors frequently occurs in cancer, but the mechanism and functional role of this silencing in oncogenesis are not fully understood. Here, we show that oncogenic epidermal growth factor receptor (EGFR) induces silencing of multiple unrelated tumor suppressors in lung adenocarcinomas and glioblastomas by inhibiting the DNA demethylase TET oncogene family member 1 (TET1) via the C/EBPα transcription factor. After oncogenic EGFR inhibition, TET1 binds to tumor suppressor promoters and induces their re-expression through active DNA demethylation. Ectopic expression of TET1 potently inhibits lung and glioblastoma tumor growth, and TET1 knockdown confers resistance to EGFR inhibitors in lung cancer cells. Lung cancer samples exhibited reduced TET1 expression or TET1 cytoplasmic localization in the majority of cases. Collectively, these results identify a conserved pathway of oncogenic EGFR-induced DNA methylation-mediated transcriptional silencing of tumor suppressors that may have therapeutic benefits for oncogenic EGFR-mediated lung cancers and glioblastomas.


Subject(s)
ErbB Receptors/genetics , Mixed Function Oxygenases/genetics , Proto-Oncogene Proteins/genetics , Tumor Suppressor Proteins/genetics , Adenocarcinoma/drug therapy , Adenocarcinoma/enzymology , Adenocarcinoma of Lung , Antineoplastic Agents/pharmacology , Brain Neoplasms/drug therapy , Brain Neoplasms/enzymology , CCAAT-Enhancer-Binding Proteins/metabolism , Cell Line, Tumor , CpG Islands , DNA Methylation , Drug Screening Assays, Antitumor , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , Gene Expression Regulation, Neoplastic , Gene Silencing , Glioblastoma/drug therapy , Glioblastoma/enzymology , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/enzymology , MAP Kinase Signaling System , Mixed Function Oxygenases/metabolism , Mutation , Oncogenes , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins/metabolism , Transcription, Genetic , Tumor Suppressor Proteins/metabolism , Up-Regulation
11.
Mol Cell Biol ; 34(12): 2264-82, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24710276

ABSTRACT

Regulation of the DNA damage response and cell cycle progression is critical for maintaining genome integrity. Here, we report that in response to DNA damage, COPS5 deubiquitinates and stabilizes PEA15 in an ATM kinase-dependent manner. PEA15 expression oscillates throughout the cell cycle, and the loss of PEA15 accelerates cell cycle progression by activating CDK6 expression via the c-JUN transcription factor. Cells lacking PEA15 exhibit a DNA damage-induced G2/M checkpoint defect due to increased CDC25C activity and, consequentially, higher cyclin-dependent kinase 1 (CDK1)/cyclin B activity, and accordingly they have an increased rate of spontaneous mutagenesis. We find that oncogenic RAS inhibits PEA15 expression and that ectopic PEA15 expression blocks RAS-mediated transformation, which can be partially rescued by ectopic expression of CDK6. Finally, we show that PEA15 expression is downregulated in colon, breast, and lung cancer samples. Collectively, our results demonstrate that tumor suppressor PEA15 is a regulator of genome integrity and is an integral component of the DNA damage response pathway that regulates cell cycle progression, the DNA-damage-induced G2/M checkpoint, and cellular transformation.


Subject(s)
Cell Cycle Checkpoints , Cell Transformation, Neoplastic/metabolism , DNA Damage , Intracellular Signaling Peptides and Proteins/metabolism , Oncogenes , Phosphoproteins/metabolism , Amino Acid Sequence , Animals , Apoptosis Regulatory Proteins , Ataxia Telangiectasia Mutated Proteins/metabolism , COP9 Signalosome Complex , Cell Line , Cell Transformation, Neoplastic/pathology , Cyclin-Dependent Kinase 6/metabolism , DNA Methylation , Epigenesis, Genetic , G2 Phase Cell Cycle Checkpoints , Gene Silencing , Humans , Intracellular Signaling Peptides and Proteins/chemistry , Mice , Molecular Sequence Data , Peptide Hydrolases/metabolism , Phosphoproteins/chemistry , Proteasome Endopeptidase Complex/metabolism , Protein Binding , Protein Processing, Post-Translational , Protein Stability , Proteolysis , Two-Hybrid System Techniques , Ubiquitination , cdc25 Phosphatases/metabolism , ras Proteins/metabolism
12.
Elife ; 3: e01460, 2014 Feb 18.
Article in English | MEDLINE | ID: mdl-24550252

ABSTRACT

Oncogenic mutations in BRAF and NRAS occur in 70% of melanomas. In this study, we identify a microRNA, miR-146a, that is highly upregulated by oncogenic BRAF and NRAS. Expression of miR-146a increases the ability of human melanoma cells to proliferate in culture and form tumors in mice, whereas knockdown of miR-146a has the opposite effects. We show these oncogenic activities are due to miR-146a targeting the NUMB mRNA, a repressor of Notch signaling. Previous studies have shown that pre-miR-146a contains a single nucleotide polymorphism (C>G rs2910164). We find that the ability of pre-miR-146a/G to activate Notch signaling and promote oncogenesis is substantially higher than that of pre-miR-146a/C. Analysis of melanoma cell lines and matched patient samples indicates that during melanoma progression pre-miR-146a/G is enriched relative to pre-miR-146a/C, resulting from a C-to-G somatic mutation in pre-miR-146a/C. Collectively, our results reveal a central role for miR-146a in the initiation and progression of melanoma. DOI: http://dx.doi.org/10.7554/eLife.01460.001.


Subject(s)
Cell Transformation, Neoplastic/metabolism , Melanoma/metabolism , MicroRNAs/metabolism , Receptors, Notch/metabolism , Signal Transduction , Skin Neoplasms/metabolism , Animals , Cell Line, Tumor , Cell Proliferation , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/pathology , Disease Progression , GTP Phosphohydrolases/genetics , GTP Phosphohydrolases/metabolism , Gene Expression Regulation, Neoplastic , Humans , Melanoma/genetics , Melanoma/secondary , Membrane Proteins/genetics , Membrane Proteins/metabolism , Mice, Nude , MicroRNAs/genetics , Mutation , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins B-raf/metabolism , Receptors, Notch/genetics , Skin Neoplasms/genetics , Skin Neoplasms/pathology , Time Factors , Transfection , Tumor Burden
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