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1.
Lancet Gastroenterol Hepatol ; 5(11): 970-985, 2020 11.
Article in English | MEDLINE | ID: mdl-32763196

ABSTRACT

BACKGROUND: Non-invasive tests that can identify patients with non-alcoholic steatohepatitis (NASH) at higher risk of disease progression are lacking. We report the development and validation of a blood-based diagnostic test to non-invasively rule in and rule out at-risk NASH (defined as non-alcoholic fatty liver disease [NAFLD] activity score [NAS] ≥4 and fibrosis stage ≥2). METHODS: In this prospective derivation and global validation study, blood samples, clinical data, and liver biopsy results from three independent cohorts with suspected NAFLD were used to develop and validate a non-invasive blood-based diagnostic test, called NIS4. Derivation was done in the discovery cohort, which comprised 239 prospectively recruited patients with biopsy-confirmed NASH (NAFLD NAS ≥3; fibrosis stage 0-3) from the international GOLDEN-505 phase 2b clinical trial. A complete matrix based on 23 variables selected for univariate association with the presence of at-risk NASH and avoiding high multi-collinearity was used to derive the model in a bootstrap-based process that minimised the Akaike information criterion. The overall diagnostic performance of NIS4 was externally validated in two independent cohorts: RESOLVE-IT diag and Angers. The RESOLVE-IT diag cohort comprised the first 475 patients screened for potential inclusion into the RESOLVE-IT phase 3 clinical trial. Angers was a retrospective cohort of 227 prospectively recruited patients with suspected NAFLD and clinical risk factors for NASH or fibrosis stage 2 or more according to abnormal elastography results or abnormal liver biochemistry. Both external validation cohorts were independently analysed and were combined into a pooled validation cohort (n=702) to assess clinical performance of NIS4 and other non-invasive tests. FINDINGS: The derived NIS4 algorithm comprised four independent NASH-associated biomarkers (miR-34a-5p, alpha-2 macroglobulin, YKL-40, and glycated haemoglobin; area under the receiver operating characteristics curve [AUROC] 0·80, 95% CI 0·73-0·85), and did not require adjustment for age, sex, body-mass index (BMI), or aminotransferase concentrations. Clinical cutoffs were established within the discovery cohort to optimise both rule out and rule in clinical performance while minimising indeterminate results. NIS4 was validated in the RESOLVE-IT diag cohort (AUROC 0·83, 95% CI 0·79-0·86) and the Angers cohort (0·76, 0·69-0·82). In the pooled validation cohort, patients with a NIS4 value less than 0·36 were classified as not having at-risk NASH (ruled out) with 81·5% (95% CI 76·9-85·3) sensitivity, 63·0% (57·8-68·0) specificity, and a negative predictive value of 77·9% (72·5-82·4), whereas those with a NIS4 value of more than 0·63 were classified as having at-risk NASH (ruled in) with 87·1% (83·1-90·3) specificity, 50·7% (45·3-56·1) sensitivity, and a positive predictive value of 79·2% (73·1-84·2). The diagnostic performance of NIS4 within the external validation cohorts was not influenced by age, sex, BMI, or aminotransferase concentrations. INTERPRETATION: NIS4 is a novel blood-based diagnostic that provides an effective way to non-invasively rule in or rule out at-risk NASH in patients with metabolic risk factors and suspected disease. Use of NIS4 in clinical trials or in the clinic has the potential to greatly reduce unnecessary liver biopsies in patients with lower risk of disease progression. FUNDING: Genfit.


Subject(s)
Chitinase-3-Like Protein 1/analysis , Glycated Hemoglobin/analysis , Liver Cirrhosis , Liver , MicroRNAs/analysis , Non-alcoholic Fatty Liver Disease , alpha-Macroglobulins/analysis , Area Under Curve , Biomarkers/blood , Biopsy/methods , Clinical Chemistry Tests/methods , Clinical Chemistry Tests/standards , Clinical Decision Rules , Disease Progression , Elasticity Imaging Techniques/methods , Humans , Liver/metabolism , Liver/pathology , Liver Cirrhosis/blood , Liver Cirrhosis/diagnosis , Non-alcoholic Fatty Liver Disease/blood , Non-alcoholic Fatty Liver Disease/diagnosis , Patient Acuity , Predictive Value of Tests , Risk Assessment/methods
2.
Mol Nutr Food Res ; 60(12): 2691-2699, 2016 12.
Article in English | MEDLINE | ID: mdl-27468128

ABSTRACT

SCOPE: The aim of the study was to assess the effects of a high-fructose diet (HFrD) on skeletal muscle transcriptomic response in healthy offspring of patients with type 2 diabetes, a subgroup of individuals prone to metabolic disorders. METHODS AND RESULTS: Ten healthy normal weight first-degree relatives of type 2 diabetic patients were submitted to a HFrD (+3.5 g fructose/kg fat-free mass per day) during 7 days. A global transcriptomic analysis was performed on skeletal muscle biopsies combined with in vitro experiments using primary myotubes. Transcriptomic analysis highlighted profound effects on fatty acid oxidation and mitochondrial pathways supporting the whole-body metabolic shift with the preferential use of carbohydrates instead of lipids. Bioinformatics tools pointed out possible transcription factors orchestrating this genomic regulation, such as PPARα and NR4A2. In vitro experiments in human myotubes suggested an indirect action of fructose in skeletal muscle, which seemed to be independent from lactate, uric acid, or nitric oxide. CONCLUSION: This study shows therefore that a large cluster of genes related to energy metabolism, mitochondrial function, and lipid oxidation was downregulated after 7 days of HFrD, thus supporting the concept that overconsumption of fructose-containing foods could contribute to metabolic deterioration in humans.


Subject(s)
Diabetes Mellitus, Type 2/blood , Fructose/administration & dosage , Fructose/adverse effects , Mitochondria/drug effects , Muscle Fibers, Skeletal/drug effects , Adult , Cell Line , Cross-Over Studies , Diet , Energy Metabolism , Gene Expression Profiling , Humans , Lipid Metabolism/drug effects , Male , Mitochondria/metabolism , Muscle Fibers, Skeletal/metabolism , Nuclear Receptor Subfamily 4, Group A, Member 2/genetics , Nuclear Receptor Subfamily 4, Group A, Member 2/metabolism , PPAR alpha/genetics , PPAR alpha/metabolism , Transcriptome , Young Adult
3.
J Biol Chem ; 287(26): 21904-13, 2012 Jun 22.
Article in English | MEDLINE | ID: mdl-22511784

ABSTRACT

Obesity is associated with a significantly increased risk for cancer suggesting that adipose tissue dysfunctions might play a crucial role therein. Macrophages play important roles in adipose tissue as well as in cancers. Here, we studied whether human adipose tissue macrophages (ATM) modulate cancer cell function. Therefore, ATM were isolated and compared with monocyte-derived macrophages (MDM) from the same obese patients. ATM, but not MDM, were found to secrete factors inducing inflammation and lipid accumulation in human T47D and HT-29 cancer cells. Gene expression profile comparison of ATM and MDM revealed overexpression of functional clusters, such as cytokine-cytokine receptor interaction (especially CXC-chemokine) signaling as well as cancer-related pathways, in ATM. Comparison with gene expression profiles of human tumor-associated macrophages showed that ATM, but not MDM resemble tumor-associated macrophages. Indirect co-culture experiments demonstrated that factors secreted by preadipocytes, but not mature adipocytes, confer an ATM-like phenotype to MDM. Finally, the concentrations of ATM-secreted factors related to cancer are elevated in serum of obese subjects. In conclusion, ATM may thus modulate the cancer cell phenotype.


Subject(s)
Adipocytes/cytology , Adipose Tissue/metabolism , Gene Expression Regulation, Neoplastic , Macrophages/cytology , Neoplasms/metabolism , Azo Compounds/pharmacology , Cell Line, Tumor , Chemokines/metabolism , Disease Progression , Humans , Immunohistochemistry/methods , Inflammation , Macrophages/metabolism , Obesity/metabolism , Oligonucleotide Array Sequence Analysis , Phenotype
4.
J Biol Chem ; 285(47): 36759-67, 2010 Nov 19.
Article in English | MEDLINE | ID: mdl-20851881

ABSTRACT

The bile acid receptor farnesoid X receptor (FXR) is expressed in adipose tissue, but its function remains poorly defined. Peroxisome proliferator-activated receptor-γ (PPARγ) is a master regulator of adipocyte differentiation and function. The aim of this study was to analyze the role of FXR in adipocyte function and to assess whether it modulates PPARγ action. Therefore, we tested the responsiveness of FXR-deficient mice (FXR(-/-)) and cells to the PPARγ activator rosiglitazone. Our results show that genetically obese FXR(-/-)/ob/ob mice displayed a resistance to rosiglitazone treatment. In vitro, rosiglitazone treatment did not induce normal adipocyte differentiation and lipid droplet formation in FXR(-/-) mouse embryonic fibroblasts (MEFs) and preadipocytes. Moreover, FXR(-/-) MEFs displayed both an increased lipolysis and a decreased de novo lipogenesis, resulting in reduced intracellular triglyceride content, even upon PPARγ activation. Retroviral-mediated FXR re-expression in FXR(-/-) MEFs restored the induction of adipogenic marker genes during rosiglitazone-forced adipocyte differentiation. The expression of Wnt/ß-catenin pathway and target genes was increased in FXR(-/-) adipose tissue and MEFs. Moreover, the expression of several endogenous inhibitors of this pathway was decreased early during the adipocyte differentiation of FXR(-/-) MEFs. These findings demonstrate that FXR regulates adipocyte differentiation and function by regulating two counteracting pathways of adipocyte differentiation, the PPARγ and Wnt/ß-catenin pathways.


Subject(s)
Adipocytes/cytology , Cell Differentiation , PPAR gamma/metabolism , Receptors, Cytoplasmic and Nuclear/physiology , Wnt Proteins/metabolism , beta Catenin/metabolism , Adipocytes/drug effects , Adipocytes/metabolism , Animals , Biomarkers/metabolism , Blotting, Western , Cells, Cultured , Drug Resistance , Embryo, Mammalian/cytology , Embryo, Mammalian/drug effects , Embryo, Mammalian/metabolism , Female , Fibroblasts/drug effects , Fibroblasts/metabolism , Fusion Regulatory Protein-1 , Gene Expression Profiling , Humans , Hypoglycemic Agents/pharmacology , Kidney/cytology , Kidney/drug effects , Kidney/metabolism , Lipolysis , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Mice, Obese , Oligonucleotide Array Sequence Analysis , PPAR gamma/genetics , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction , Rosiglitazone , Signal Transduction , Thiazolidinediones/pharmacology , Wnt Proteins/genetics , beta Catenin/genetics
5.
Biochem Biophys Res Commun ; 386(3): 459-62, 2009 Aug 28.
Article in English | MEDLINE | ID: mdl-19527689

ABSTRACT

Macrophages adapt their response to micro-environmental signals. While Th1 cytokines promote pro-inflammatory M1 macrophages, Th2 cytokines promote an "alternative" anti-inflammatory M2 macrophage phenotype. Peroxisome proliferator-activated receptors (PPARs) are ligand-activated transcription factors expressed in macrophages where they control the inflammatory response. It has been shown that PPARgamma promotes the differentiation of monocytes into anti-inflammatory M2 macrophages in humans and mice, while a role for PPARbeta/delta in this process has been reported only in mice and no data are available for PPARalpha. Here, we show that in contrast to PPARgamma, expression of PPARalpha and PPARbeta/delta overall does not correlate with the expression of M2 markers in human atherosclerotic lesions, whereas a positive correlation with genes of lipid metabolism exists. Moreover, unlike PPARgamma, PPARalpha or PPARbeta/delta activation does not influence human monocyte differentiation into M2 macrophages in vitro. Thus, PPARalpha and PPARbeta/delta do not appear to modulate the alternative differentiation of human macrophages.


Subject(s)
Atherosclerosis/immunology , Macrophage Activation , Macrophages/immunology , PPAR alpha/biosynthesis , PPAR delta/biosynthesis , PPAR-beta/biosynthesis , Cell Differentiation , Cells, Cultured , Humans , Macrophages/metabolism , Monocytes/immunology , PPAR alpha/agonists , PPAR alpha/genetics , PPAR delta/agonists , PPAR delta/genetics , PPAR gamma/agonists , PPAR gamma/biosynthesis , PPAR gamma/genetics , PPAR-beta/agonists , PPAR-beta/genetics
6.
Obesity (Silver Spring) ; 15(11): 2583-94, 2007 Nov.
Article in English | MEDLINE | ID: mdl-18070749

ABSTRACT

OBJECTIVE: The adaptive mechanisms in response to excess energy supply are still poorly known in humans. Our aims were to define metabolic responses and changes in gene expression in skeletal muscle of healthy volunteers during fat overfeeding. RESEARCH METHODS AND PROCEDURES: Eight lean young healthy men were given a diet rich in saturated fat with an excess of approximately 550 kcal/d for 4 weeks. Using oligonucleotide microarrays, gene expression changes in skeletal muscle were analyzed at Day 0, Day 14, and Day 28. RESULTS: Fat overfeeding led to an increase in body weight (1.0 +/- 0.3 kg) and waist circumference (2.2 +/- 0.5 cm, p = 0.005) and a significant decrease in fasting non-esterified fatty acid plasma levels (-29 +/- 5%, p = 0.028). Respiratory quotient was significantly increased (0.84 +/- 0.01 to 0.88 +/- 0.02, p = 0.034) and lipid oxidation rate tended to decrease. The expression of 55 genes was modified in skeletal muscle. The main pathways indicated a coordinated stimulation of triacylglycerol synthesis, inhibition of lipolysis, reduction of fatty acid oxidation, and development of adipocytes. Promoter analysis of the regulated genes suggests that sterol regulatory element binding proteins might be important players of the short-term adaptation to fat overfeeding in human skeletal muscle. DISCUSSION: This combined metabolic and genomic investigation shows that fat overfeeding for 28 days promotes the storage of the excess energy in lean men and demonstrates the usefulness of a transcriptomic approach to a better understanding of the metabolic adaptation to changes in nutritional behavior in human.


Subject(s)
Dietary Fats/pharmacology , Gene Expression Regulation/drug effects , Hyperphagia/metabolism , Muscle, Skeletal/metabolism , Thinness/metabolism , Adiponectin/blood , Adult , Biopsy , Body Composition/drug effects , Body Weight/drug effects , Fatty Acid Binding Protein 3 , Fatty Acid-Binding Proteins/genetics , Fatty Acid-Binding Proteins/metabolism , Humans , Lipolysis/drug effects , Male , Muscle, Skeletal/drug effects , Muscle, Skeletal/pathology , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Pyruvate Dehydrogenase Acetyl-Transferring Kinase , RNA, Messenger/metabolism , Sterol Regulatory Element Binding Proteins/genetics , Sterol Regulatory Element Binding Proteins/metabolism , Triglycerides/metabolism
7.
Cell Metab ; 6(2): 137-43, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17681149

ABSTRACT

Th1 cytokines promote monocyte differentiation into proatherogenic M1 macrophages, while Th2 cytokines lead to an "alternative" anti-inflammatory M2 macrophage phenotype. Here we show that in human atherosclerotic lesions, the expression of M2 markers and PPARgamma, a nuclear receptor controlling macrophage inflammation, correlate positively. Moreover, PPARgamma activation primes primary human monocytes into M2 differentiation, resulting in a more pronounced anti-inflammatory activity in M1 macrophages. However, PPARgamma activation does not influence M2 marker expression in resting or M1 macrophages, nor does PPARgamma agonist treatment influence the expression of M2 markers in atherosclerotic lesions, indicating that only native monocytes can be primed by PPARgamma activation to an enhanced M2 phenotype. Furthermore, PPARgamma activation significantly increases expression of the M2 marker MR in circulating peripheral blood mononuclear cells. These data demonstrate that PPARgamma activation skews human monocytes toward an anti-inflammatory M2 phenotype.


Subject(s)
Inflammation/metabolism , Inflammation/pathology , Macrophages/cytology , Macrophages/metabolism , Monocytes/cytology , PPAR gamma/metabolism , Benzophenones/pharmacology , Biomarkers , Blood Cells/drug effects , Carotid Artery Diseases/pathology , Cell Differentiation/drug effects , Cells, Cultured , Foam Cells/drug effects , Foam Cells/pathology , Humans , Macrophages/drug effects , Monocytes/drug effects , Monocytes/metabolism , PPAR gamma/agonists , Paracrine Communication/drug effects , Phenotype , Stem Cells/drug effects , Tyrosine/analogs & derivatives , Tyrosine/pharmacology
8.
FEBS Lett ; 566(1-3): 173-7, 2004 May 21.
Article in English | MEDLINE | ID: mdl-15147890

ABSTRACT

The farnesoid X receptor (FXR) is a nuclear receptor activated by bile acids (BAs). In response to ligand-binding, FXR regulates many genes involved in BA, lipid, and lipoprotein metabolism. To identify new FXR target genes, microarray technology was used to profile total RNA extracted from HepG2 cells treated with the natural FXR agonist chenodeoxycholic acid (CDCA). Interestingly, a significant increase of transcript level of the very low density lipoprotein receptor (VLDLR) was observed. Our data, resulting from selective FXR activation, FXR RNA silencing and FXR-deficient mice, clearly demonstrate that BAs up-regulate VLDLR transcript levels via a FXR-dependent mechanism in vitro in human and in vivo in mouse liver cells.


Subject(s)
DNA-Binding Proteins/physiology , Receptors, LDL/biosynthesis , Transcription Factors/physiology , Animals , Bile Acids and Salts/pharmacology , Cell Line, Tumor , Chenodeoxycholic Acid/pharmacology , DNA-Binding Proteins/agonists , DNA-Binding Proteins/deficiency , DNA-Binding Proteins/genetics , Hepatocytes/metabolism , Humans , Isoxazoles/pharmacology , Liver/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , RNA, Small Interfering/pharmacology , Receptors, Cytoplasmic and Nuclear , Receptors, LDL/genetics , Time Factors , Transcription Factors/agonists , Transcription Factors/deficiency , Transcription Factors/genetics , Transcription, Genetic/drug effects , Transcription, Genetic/physiology , Transfection , Up-Regulation/drug effects
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