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1.
Stroke ; 55(7): 1818-1829, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38771990

RESUMO

BACKGROUND: The dramatic clinical improvement offered by mechanical thrombectomy raised questions about the relevance of prior intravenous thrombolysis in large-vessel occlusion strokes. Hence, studying intravenous thrombolysis susceptibility and its dependence on thrombus composition is crucial. We used an observational proteomic study of whole thrombi retrieved by mechanical thrombectomy to identify factors associated with fibrin content and fibrinolytic activity (FA). METHODS: In 104 stroke patients, the thrombi proteome was established by mass spectrometry coupled to liquid chromatography. FA was estimated in clots both outside (FAout) by measuring D-dimer levels at the blood-thrombus interface and inside (FAin) by evaluating the ratio of fibrinogen α to its plasmin-cleaved forms using proteomics coupled with protein electrophoresis. The factors associated with fibrin content, FAin, and FAout were determined by intravenous thrombolysis-adjusted linear regression. RESULTS: FAout (P<0.0001) and FAin (P=0.0147) were driven by recombinant tissue-type plasminogen activator (r-tPA) administration (47/104) and thrombus composition. Indeed, FAout was greater with fibrin-rich than erythrocyte-rich thrombi, presumably because of more (r)tPA substrates. Thus, FAout was increased with cardioembolic thrombi (72/104), which are rich in fibrin (P=0.0300). Opposite results were found inside the thrombus, suggesting that (r)tPA penetrability was hampered by the density of the fibrinous cap. Moreover, blood cells had a strong impact on thrombus structure and susceptibility to (r)tPA. Indeed, fibrin content was negatively associated with erythrocyte-specific proteins in the thrombus, admission hematocrit (P=0.0139), and hemoglobin level (P=0.0080), which underlines the key role of erythrocytes in thrombus composition. Also, an increased number of neutrophils impaired FAout (P=0.0225), which suggests that their aggregation around the thrombus prevented the (r)tPA attack. Only FAout was significantly associated with reduced thrombus weight (P=0.0310), increased recanalization rate (P=0.0150), good clinical outcome (P=0.0480), and reduced mortality (P=0.0080). CONCLUSIONS: Proteomics can offer new insights into the close relationship between thrombus composition and susceptibility to fibrinolysis, paving the way for new adjuvant therapies.


Assuntos
Fibrinólise , Trombose Intracraniana , Proteômica , Acidente Vascular Cerebral , Humanos , Masculino , Feminino , Fibrinólise/efeitos dos fármacos , Idoso , Pessoa de Meia-Idade , Trombose Intracraniana/metabolismo , Trombose Intracraniana/tratamento farmacológico , Acidente Vascular Cerebral/metabolismo , Acidente Vascular Cerebral/tratamento farmacológico , Trombectomia/métodos , Ativador de Plasminogênio Tecidual , Fibrina/metabolismo , Idoso de 80 Anos ou mais , Terapia Trombolítica , Trombose/metabolismo
2.
Chem Biodivers ; 20(8): e202300290, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37391386

RESUMO

Sonchus oleraceus (L.) L. (Asteraceae) is an edible wild plant, known for its uses in traditional medicine. The aim of this study is to explore the phytochemical composition of the aerial parts (AP) and roots (R) of aqueous extracts of Sonchus oleraceus L. growing in Tunisia, using liquid chromatography-tandem mass spectrometry(LC/MS/MS), and determine the content of polyphenols and antioxidant activities. Results showed that aqueous extracts of AP and R contained, respectively, 195.25±33 µg/g and 118.66±14 µg/g gallic acid equivalent (GAE), and 52.58±7 µg/g and 3.2±0.3µg/g quercetin equivalent. AP and R extracts also contained tannins, 581.78±33 µg/g and 948.44±19 µg/g GAE. The AP extract in the 1,1-diphenyl-2-picrylhydrazyl (DPPH), 2,2'-azinobis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) scavenging activities, hydroxyl radical scavenging (OH-) and in cupric reducing antioxidant activity (CUPRAC) assays were respectively 0.325±0.036 mg/mL, 0.053±0.018 mg/mL, 0.696±0.031 mg/mL and 60.94±0.004 µMTE/g, while the R extract using the same assays showed, 0.209±0.052 mg/mL, 0.034±0.002 mg/mL, 0.444±0.014 mg/mL and 50.63±0.006 µM Trolox equivalent/g, respectively. A total of 68 compounds were tentatively identified by LC/MS/MS in both extracts in which quinic acid, pyrogallol, osthrutin, piperine, gentisic acid, fisetin, luteolin, caffeic acid, gingerol, were the most abundant in the LC/MS/MS spectrum. Many of these metabolites were found for the first time in Tunisian Sonchus oleraceus L. which may take account for the antioxidant activities exhibited by the plant.


Assuntos
Antioxidantes , Sonchus , Antioxidantes/farmacologia , Antioxidantes/química , Espectrometria de Massas em Tandem/métodos , Extratos Vegetais/química , Polifenóis/química , Ácido Gálico , Flavonoides/química
3.
Int J Mol Sci ; 24(23)2023 Nov 24.
Artigo em Inglês | MEDLINE | ID: mdl-38069019

RESUMO

The aim of this study was to identify metabolomic signatures associated with the gliomagenesis pathway (IDH-mutant or IDH-wt) and tumor grade of diffuse gliomas (DGs) according to the 2021 WHO classification on frozen samples and to evaluate the diagnostic performances of these signatures in tumor samples that are formalin-fixed and paraffin-embedded (FFPE). An untargeted metabolomic study was performed using liquid chromatography/mass spectrometry on a cohort of 213 DG samples. Logistic regression with LASSO penalization was used on the frozen samples to build classification models in order to identify IDH-mutant vs. IDH-wildtype DG and high-grade vs low-grade DG samples. 2-Hydroxyglutarate (2HG) was a metabolite of interest to predict IDH mutational status and aminoadipic acid (AAA) and guanidinoacetic acid (GAA) were significantly associated with grade. The diagnostic performances of the models were 82.6% AUC, 70.6% sensitivity and 80.4% specificity for 2HG to predict IDH status and 84.7% AUC, 78.1% sensitivity and 73.4% specificity for AAA and GAA to predict grade from FFPE samples. Thus, this study showed that AAA and GAA are two novel metabolites of interest in DG and that metabolomic data can be useful in the classification of DG, both in frozen and FFPE samples.


Assuntos
Neoplasias Encefálicas , Glioma , Humanos , Adulto , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/química , Formaldeído , Parafina , Inclusão em Parafina/métodos , Isocitrato Desidrogenase/genética , Glioma/diagnóstico , Glioma/genética , Mutação
4.
Stroke ; 52(9): 2892-2901, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34015939

RESUMO

Background and Purpose: The diagnosis of cardioembolic stroke can be challenging for patient management in secondary stroke prevention, particularly in the case of covert paroxysmal atrial fibrillation. The molecular composition of a cerebral thrombus is related to its origin. Therefore, proteomic and metabolomic analyses of the retrieved thrombotic material should allow the identification of biomarkers or signatures to improve the etiological diagnosis of stroke. Methods: In this pilot study, the proteome and metabolome of cerebral thrombi from atherothrombotic and cardioembolic stroke patients were studied according to ASCOD phenotyping (A: atherosclerosis; S: small-vessel disease; C: cardiac pathology; O: other causes; D: dissection), with the highest causality grade, from the ThrombiOMIC cohort (consecutive patients with stroke recanalized by mechanical thrombectomy in an acute phase). Proteomic and metabolomic results were used separately or combined, and the obtained omic signatures were compared with classical cardioembolic stroke predictors using pairwise comparisons of the area under receiver operating characteristics. Results: Among 59 patients of the ThrombiOMIC cohort, 34 patients with stroke showed a cardioembolic phenotype and 7 had an atherothrombotic phenotype. Two thousand four hundred fifty-six proteins and 5019 molecular features of the cerebral thrombi were identified using untargeted proteomic and metabolomic approaches, respectively. Area under receiver operating characteristics to predict the cardioembolic origin of stroke were calculated using the proteomic results (0.945 [95% CI, 0.871­1]), the metabolomic results (0.836 [95% CI, 0.714­0.958]), and combined signatures (0.996 [95% CI, 0.984­1]). The diagnostic performance of the combined signatures was significantly higher than that of classical predictors such as the plasmatic BNP (B-type natriuretic peptide) level (area under receiver operating characteristics, 0.803 [95% CI, 0.629­0.976]). Conclusions: The combined proteomic and metabolomic analyses of retrieved cerebral thrombi is a very promising molecular approach to predict the cardioembolic cause of stroke and to improve secondary stroke prevention strategies.


Assuntos
Isquemia Encefálica/etiologia , AVC Embólico/cirurgia , Trombose Intracraniana/complicações , Acidente Vascular Cerebral/cirurgia , Trombose/patologia , Idoso , Idoso de 80 Anos ou mais , Fibrilação Atrial/complicações , Isquemia Encefálica/complicações , AVC Embólico/complicações , Feminino , Humanos , Trombose Intracraniana/cirurgia , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Proteômica , Acidente Vascular Cerebral/complicações , Acidente Vascular Cerebral/diagnóstico , Trombose/cirurgia
5.
Int J Mol Sci ; 22(2)2021 Jan 07.
Artigo em Inglês | MEDLINE | ID: mdl-33430235

RESUMO

The role of ketone bodies in the cerebral energy homeostasis of neurological diseases has begun to attract recent attention particularly in acute neurological diseases. In ketogenic therapies, ketosis is achieved by either a ketogenic diet or by the administration of exogenous ketone bodies. The oral ingestion of the ketone ester (KE), (R)-3-hydroxybutyl (R)-3-hydroxybutyrate, is a new method to generate rapid and significant ketosis (i.e., above 6 mmol/L) in humans. KE is hydrolyzed into ß-hydroxybutyrate (ßHB) and its precursor 1,3-butanediol. Here, we investigate the effect of oral KE administration (3 mg KE/g of body weight) on brain metabolism of non-fasted mice using liquid chromatography in tandem with mass spectrometry. Ketosis (Cmax = 6.83 ± 0.19 mmol/L) was obtained at Tmax = 30 min after oral KE-gavage. We found that ßHB uptake into the brain strongly correlated with the plasma ßHB concentration and was preferentially distributed in the neocortex. We showed for the first time that oral KE led to an increase of acetyl-CoA and citric cycle intermediates in the brain of non-fasted mice. Furthermore, we found that the increased level of acetyl-CoA inhibited glycolysis by a feedback mechanism and thus competed with glucose under physiological conditions. The brain pharmacodynamics of this oral KE strongly suggest that this agent should be considered for acute neurological diseases.


Assuntos
Acetilcoenzima A/metabolismo , Encéfalo/metabolismo , Metabolismo dos Carboidratos/genética , Cetonas/metabolismo , Animais , Dieta Cetogênica/efeitos adversos , Ingestão de Alimentos , Ésteres/metabolismo , Glucose/metabolismo , Glicólise/genética , Humanos , Corpos Cetônicos/metabolismo , Cetose/metabolismo , Cetose/patologia , Camundongos
6.
Int J Mol Sci ; 22(22)2021 Nov 13.
Artigo em Inglês | MEDLINE | ID: mdl-34830172

RESUMO

The voltage-gated K+ channels Kv3.1 display fast activation and deactivation kinetics and are known to have a crucial contribution to the fast-spiking phenotype of certain neurons. AahG50, as a natural product extracted from Androctonus australis hector venom, inhibits selectively Kv3.1 channels. In the present study, we focused on the biochemical and pharmacological characterization of the component in AahG50 scorpion venom that potently and selectively blocks the Kv3.1 channels. We used a combined optimization through advanced biochemical purification and patch-clamp screening steps to characterize the peptide in AahG50 active on Kv3.1 channels. We described the inhibitory effect of a toxin on Kv3.1 unitary current in black lipid bilayers. In silico, docking experiments are used to study the molecular details of the binding. We identified the first scorpion venom peptide inhibiting Kv3.1 current at 170 nM. This toxin is the alpha-KTx 15.1, which occludes the Kv3.1 channel pore by means of the lysine 27 lateral chain. This study highlights, for the first time, the modulation of the Kv3.1 by alpha-KTx 15.1, which could be an interesting starting compound for developing therapeutic biomolecules against Kv3.1-associated diseases.


Assuntos
Simulação de Acoplamento Molecular , Bloqueadores dos Canais de Potássio/química , Venenos de Escorpião/química , Canais de Potássio Shaw , Animais , Humanos , Escorpiões/química , Canais de Potássio Shaw/antagonistas & inibidores , Canais de Potássio Shaw/química , Xenopus laevis
7.
Arch Toxicol ; 93(8): 2141-2154, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31222525

RESUMO

Uranium (U) is the heaviest naturally occurring element ubiquitously present in the Earth's crust. Human exposure to low levels of U is, therefore, unavoidable. Recently, several studies have clearly pointed out that the brain is a sensitive target for U, but the mechanisms leading to the observed neurological alterations are not fully known. To deepen our knowledge of the biochemical disturbances resulting from U(VI) toxicity in neuronal cells, two complementary strategies were set up to identify the proteins that selectively bind U(VI) in human dopaminergic SH-SY5Y cells. The first strategy relies on the selective capture of proteins capable of binding U(VI), using immobilized metal affinity chromatography, and starting from lysates of cells grown in a U(VI)-free medium. The second strategy is based on the separation of U-enriched protein fractions by size-exclusion chromatography, starting from lysates of U(VI)-exposed cells. High-resolution mass spectrometry helped us to highlight 269 common proteins identified as the urano-proteome. They were further analyzed to characterize their cellular localization and biological functions. Four canonical pathways, related to the protein ubiquitination system, gluconeogenesis, glycolysis, and the actin cytoskeleton proteins, were particularly emphasized due to their high content of U(VI)-bound proteins. A semi-quantification was performed to concentrate on the ten most abundant proteins, whose physico-chemical characteristics were studied in particular depth. The selective interaction of U(VI) with these proteins is an initial element of proof of the possible metabolic effects of U(VI) on neuronal cells at the molecular level.


Assuntos
Neurônios Dopaminérgicos/efeitos dos fármacos , Urânio/toxicidade , Células Cultivadas , Neurônios Dopaminérgicos/metabolismo , Gluconeogênese , Glicólise , Humanos , Complexo de Endopeptidases do Proteassoma/fisiologia , Ligação Proteica , Proteômica , Urânio/metabolismo
8.
Chembiochem ; 16(5): 792-804, 2015 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-25689838

RESUMO

We describe the formulation of synthetic virus models based on ionic compounds bearing the polymerizable 1,2-dithiolane moiety. First, cationic amphiphiles containing the polymeric inducer were prepared and used to efficiently condense a DNA plasmid (pDNA) into a highly monodisperse population of small polymeric cationic DNA nanoparticles (NPs; Dh ∼100 nm). These nonspecific cationic particles were then functionalized with anionic PEGylated conjugates, also based on the 1,2-dithiolane motifs, in order to produce stable and fully dispersible stealth DNA nanoparticles. Our results show that both ionic interactions and polymerization based on the 1,2-dithiolane pattern occur and that they produce highly functionalizable nonviral DNA NPs.


Assuntos
DNA/química , Nanopartículas/química , Ácido Tióctico/análogos & derivados , Cátions/química , Estrutura Molecular , Tamanho da Partícula , Plasmídeos , Polietilenoglicóis , Polímeros/química , Propriedades de Superfície , Ácido Tióctico/síntese química , Ácido Tióctico/química
9.
Stem Cells ; 31(3): 423-32, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23193035

RESUMO

Cancer stem cells (CSCs) represent a minor population of self-renewing cancer cells that fuel tumor growth. As CSCs are generally spared by conventional treatments, this population is likely to be responsible for relapses that are observed in most cancers. In this work, we analyzed the preventive efficiency of a CSC-based vaccine on the development of liver metastasis from colon cancer in a syngeneic rat model. We isolated a CSC-enriched population from the rat PROb colon carcinoma cell line on the basis of the expression of the aldehyde dehydrogenase-1 (ALDH1) marker. Comparative analysis of vaccines containing lysates of PROb or ALDH(high) cells by mass spectrometry identifies four proteins specifically expressed in the CSC subpopulation. The expression of two of them (heat shock protein 27-kDa and aldose reductase) is already known to be associated with treatment resistance and poor prognosis in colon cancer. Preventive intraperitoneal administration of vaccines was then performed before the intrahepatic injection of PROb cancer cells. While no significant difference in tumor occurrence was observed between control and PROb-vaccinated groups, 50% of the CSC-based vaccinated animals became resistant to tumor development. In addition, CSC-based vaccination induced a 99.5% reduction in tumor volume compared to the control group. To our knowledge, this study constitutes the first work analyzing the potential of a CSC-based vaccination to prevent liver metastasis development. Our data demonstrate that a CSC-based vaccine reduces efficiently both tumor volume and occurrence in a rat colon carcinoma syngeneic model.


Assuntos
Vacinas Anticâncer/farmacologia , Neoplasias do Colo/terapia , Neoplasias Hepáticas/prevenção & controle , Neoplasias Hepáticas/secundário , Células-Tronco Neoplásicas/imunologia , Família Aldeído Desidrogenase 1 , Animais , Vacinas Anticâncer/imunologia , Testes de Carcinogenicidade , Linhagem Celular Tumoral , Neoplasias do Colo/enzimologia , Neoplasias do Colo/imunologia , Neoplasias do Colo/patologia , Modelos Animais de Doenças , Neoplasias Hepáticas/enzimologia , Neoplasias Hepáticas/patologia , Masculino , Células-Tronco Neoplásicas/enzimologia , Ratos , Retinal Desidrogenase/biossíntese
10.
J Biol Chem ; 287(23): 19367-76, 2012 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-22505718

RESUMO

We report here for the first time the isolation and characterization of a protein from the organic matrix (OM) of the sclerites of the alcyonarian, Corallium rubrum. This protein named scleritin is one of the predominant proteins extracted from the EDTA-soluble fraction of the OM. The entire open reading frame (ORF) was obtained by comparing amino acid sequences from de novo mass spectrometry and Edman degradation with an expressed sequence tag library dataset of C. rubrum. Scleritin is a secreted basic phosphorylated protein which exhibits a short amino acid sequence of 135 amino acids and a signal peptide of 20 amino acids. From specific antibodies raised against peptide sequences of scleritin, we obtained immunolabeling of scleroblasts and OM of the sclerites which provides information on the biomineralization pathway in C. rubrum.


Assuntos
Antozoários/genética , Bases de Dados de Proteínas , Proteínas da Matriz Extracelular/genética , Sinais Direcionadores de Proteínas/genética , Sequência de Aminoácidos , Animais , Antozoários/metabolismo , Clonagem Molecular/métodos , Proteínas da Matriz Extracelular/metabolismo , Dados de Sequência Molecular
11.
Proc Natl Acad Sci U S A ; 107(28): 12652-7, 2010 Jul 13.
Artigo em Inglês | MEDLINE | ID: mdl-20571117

RESUMO

The dipeptide N-acetylglutaminylglutamine amide (NAGGN) was discovered in the bacterium Sinorhizobium meliloti grown at high osmolarity, and subsequently shown to be synthesized and accumulated by a few osmotically challenged bacteria. However, its biosynthetic pathway remained unknown. Recently, two genes, which putatively encode a glutamine amidotransferase and an acetyltransferase and are up-regulated by osmotic stress, were identified in Pseudomonas aeruginosa. In this work, a locus carrying the orthologous genes in S. meliloti, asnO and ngg, was identified, and the genetic and molecular characterization of the NAGGN biosynthetic pathway is reported. By using NMR experiments, it was found that strains inactivated in asnO and ngg were unable to produce the dipeptide. Such inability has a deleterious effect on S. meliloti growth at high osmolarity, demonstrating the key role of NAGGN biosynthesis in cell osmoprotection. beta-Glucuronidase activity from transcriptional fusion revealed strong induction of asnO expression in cells grown in increased NaCl concentration, in good agreement with the NAGGN accumulation. The asnO-ngg cluster encodes a unique enzymatic machinery mediating nonribosomal peptide synthesis. This pathway first involves Ngg, a bifunctional enzyme that catalyzes the formation of the intermediate N-acetylglutaminylglutamine, and second AsnO, required for subsequent addition of an amide group and the conversion of N-acetylglutaminylglutamine into NAGGN. Interestingly, a strong conservation of the asnO-ngg cluster is observed in a large number of bacteria with different lifestyles, such as marine, symbiotic, and pathogenic bacteria, highlighting the ecological importance of NAGGN synthesis capability in osmoprotection and also potentially in bacteria host-cell interactions.


Assuntos
Bactérias/metabolismo , Bactérias/genética , Dipeptídeos , Glucuronidase/genética , Glucuronidase/metabolismo , Espectroscopia de Ressonância Magnética , Oligopeptídeos/genética , Oligopeptídeos/metabolismo , Concentração Osmolar , Pseudomonas aeruginosa/genética , Pseudomonas aeruginosa/metabolismo , Sinorhizobium meliloti/genética , Sinorhizobium meliloti/crescimento & desenvolvimento , Sinorhizobium meliloti/metabolismo , Cloreto de Sódio/metabolismo , Cloreto de Sódio/farmacologia , Simbiose/efeitos dos fármacos , Simbiose/genética
12.
Anticancer Res ; 43(3): 1017-1023, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36854529

RESUMO

BACKGROUND/AIM: Rhenium(I)-diselenoether (Re-diSe) is a compound combining a rhenium tricarbonyl(I) core with a diselenide ligand. A high dose of 60 mg/kg had a pro-tumor effect in a previous study, in non-immune deficient 4T1 tumor-bearing mice, while doses of 1 and 10 mg/kg did not affect tumor growth, after repeated oral administrations. This study aimed to examine the tumor effects of a lower dose of 0.1 mg/kg with the same experimental design and to assay plasma Re and Se concentrations. MATERIALS AND METHODS: Syngenic BALB/cByJ (JAX) mice were orthotopically inoculated with 4T1 mammary breast cancer cells. Re-diSe was daily administered orally for 23 days at doses of 0.1, 1, and 10 mg/kg, whereas controls received no treatment. Tumor and mice weights were measured at the end of the experiment. Plasma Re and Se concentrations were assayed by an inductively coupled plasma sector field mass spectrometry instrument (ICP-sf-MS). RESULTS: The weight of the tumors did not vary in treated versus non-treated mice. The limit of detection (LOD) of Re was 0.34 nmol/l. Plasma Re concentrations were 14±20 nmol/l at doses of 0.1 mg/kg, and increased at higher doses, up to 792±167 nmol/l at doses of 10 mg/kg. Plasma Se concentrations were significantly increased in mice treated with the dose of 0.1 mg/kg (4,262±1,511 nmol/l) versus controls (1,262±888 nmol/l), but not from 0.1 to 1 mg/kg, nor from 1 to 10 mg/kg. CONCLUSION: The 0.1 mg/kg dose of Re-diSe resulted in detectable plasma Re concentrations and significantly increased plasma Se concentrations. In the future, doses as low as 0.1 mg/kg of Re-diSe will be tested, exploring its potential immune interest as a metronomic schedule of treatment, but in mouse models that readily develop extensive metastatic disease.


Assuntos
Neoplasias da Mama , Neoplasias Mamárias Animais , Rênio , Selênio , Camundongos , Animais , Humanos , Feminino , Administração Oral , Bioensaio , Neoplasias da Mama/tratamento farmacológico
13.
Cancers (Basel) ; 15(7)2023 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-37046602

RESUMO

PURPOSE: Identification of metabolomic biomarkers of high SBR grade in non-metastatic breast cancer. METHODS: This retrospective bicentric metabolomic analysis included a training set (n = 51) and a validation set (n = 49) of breast cancer tumors, all classified as high-grade (grade III) or low-grade (grade I-II). Metabolomes of tissue samples were studied by liquid chromatography coupled with mass spectrometry. RESULTS: A molecular signature of the top 12 metabolites was identified from a database of 602 frequently predicted metabolites. Partial least squares discriminant analyses showed that accuracies were 0.81 and 0.82, the R2 scores were 0.57 and 0.55, and the Q2 scores were 0.44431 and 0.40147 for the training set and validation set, respectively; areas under the curve for the Receiver Operating Characteristic Curve were 0.882 and 0.886. The most relevant metabolite was diacetylspermine. Metabolite set enrichment analyses and metabolic pathway analyses highlighted the tryptophan metabolism pathway, but the concentration of individual metabolites varied between tumor samples. CONCLUSIONS: This study indicates that high-grade invasive tumors are related to diacetylspermine and tryptophan metabolism, both involved in the inhibition of the immune response. Targeting these pathways could restore anti-tumor immunity and have a synergistic effect with immunotherapy. Recent studies could not demonstrate the effectiveness of this strategy, but the use of theragnostic metabolomic signatures should allow better selection of patients.

14.
Comput Struct Biotechnol J ; 21: 5136-5143, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37920813

RESUMO

Purpose: Meta-analyses failed to accurately identify patients with non-metastatic breast cancer who are likely to benefit from chemotherapy, and metabolomics could provide new answers. In our previous published work, patients were clustered using five different unsupervised machine learning (ML) methods resulting in the identification of three clusters with distinct clinical and simulated survival data. The objective of this study was to evaluate the survival outcomes, with extended follow-up, using the same 5 different methods of unsupervised machine learning. Experimental design: Forty-nine patients, diagnosed between 2013 and 2016, with non-metastatic BC were included retrospectively. Median follow-up was extended to 85.8 months. 449 metabolites were extracted from tumor resection samples by combined Liquid chromatography-mass spectrometry (LC-MS). Survival analyses were reported grouping together Cluster 1 and 2 versus cluster 3. Bootstrap optimization was applied. Results: PCA k-means, K-sparse and Spectral clustering were the most effective methods to predict 2-year progression-free survival with bootstrap optimization (PFSb); as bootstrap example, with PCA k-means method, PFSb were 94% for cluster 1&2 versus 82% for cluster 3 (p = 0.01). PCA k-means method performed best, with higher reproducibility (mean HR=2 (95%CI [1.4-2.7]); probability of p ≤ 0.05 85%). Cancer-specific survival (CSS) and overall survival (OS) analyses highlighted a discrepancy between the 5 ML unsupervised methods. Conclusion: Our study is a proof-of-principle that it is possible to use unsupervised ML methods on metabolomic data to predict PFS survival outcomes, with the best performance for PCA k-means. A larger population study is needed to draw conclusions from CSS and OS analyses.

15.
Metabolites ; 13(7)2023 Jun 23.
Artigo em Inglês | MEDLINE | ID: mdl-37512489

RESUMO

Although it is the gold standard for assessing the malignancy of thyroid nodules (TNs) preoperatively, the cytological analysis of fine-needle aspiration cytology (FNAC) samples results in 20-30% of cases in indeterminate lesions (ITNs). As two-thirds of these lesions will appear benign after diagnostic surgery, improved preoperative diagnostic methods need to be developed. In this pilot study, we evaluate if the metabolomic profiles of liquid-based (CytoRich®) FNAC samples of benign and malignant nodules can allow the molecular diagnosis of TNs. We performed untargeted metabolomic analyses with CytoRich® FNAC in a monocentric retrospective study. The cohort was composed of cytologically benign TNs, histologically benign or papillary thyroid carcinomas (PTCs) cytologically ITNs, and suspicious/malignant TNs histologically confirmed as PTCs. The diagnostic performance of the identified metabolomic signature was assessed using several supervised classification methods. Seventy-eight patients were enrolled in the study. We identified 7690 peaks, of which 2697 ions were included for further analysis. We selected a metabolomic signature composed of the top 15 metabolites. Among all the supervised classification methods, the supervised autoencoder deep neural network exhibited the best performance, with an accuracy of 0.957 (0.842-1), an AUC of 0.945 (0.833-1), and an F1 score of 0.947 (0.842-1). Here, we report a promising new ancillary molecular technique to differentiate PTCs from benign TNs (including among ITNs) based on the metabolomic signature of FNAC sample fluids. Further studies with larger cohorts are now needed to identify a larger number of biomarkers and obtain more robust signatures.

16.
Nat Aging ; 3(5): 567-584, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-37142828

RESUMO

Telomere shortening is a hallmark of aging and is counteracted by telomerase. As in humans, the zebrafish gut is one of the organs with the fastest rate of telomere decline, triggering early tissue dysfunction during normal zebrafish aging and in prematurely aged telomerase mutants. However, whether telomere-dependent aging of an individual organ, the gut, causes systemic aging is unknown. Here we show that tissue-specific telomerase expression in the gut can prevent telomere shortening and rescues premature aging of tert-/-. Induction of telomerase rescues gut senescence and low cell proliferation, while restoring tissue integrity, inflammation and age-dependent microbiota dysbiosis. Averting gut aging causes systemic beneficial impacts, rescuing aging of distant organs such as reproductive and hematopoietic systems. Conclusively, we show that gut-specific telomerase expression extends the lifespan of tert-/- by 40%, while ameliorating natural aging. Our work demonstrates that gut-specific rescue of telomerase expression leading to telomere elongation is sufficient to systemically counteract aging in zebrafish.


Assuntos
Senilidade Prematura , Telomerase , Humanos , Animais , Idoso , Peixe-Zebra/genética , Telomerase/genética , Envelhecimento/genética , Encurtamento do Telômero/genética , Senilidade Prematura/genética
17.
J Neurosci ; 31(1): 3-14, 2011 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-21209184

RESUMO

Formation and stabilization of postsynaptic glycine receptor (GlyR) clusters result from their association with the polymerized scaffold protein gephyrin. At the cell surface, lateral diffusion and local trapping of GlyR by synaptic gephyrin clusters is one of the main factors controlling their number. However, the mechanisms regulating gephyrin/GlyR cluster sizes are not fully understood. To identify molecular binding partners able to control gephyrin cluster stability, we performed pull-down assays with full-length or truncated gephyrin forms incubated in a rat spinal cord extract, combined with mass spectrometric analysis. We found that heat shock cognate protein 70 (Hsc70), a constitutive member of the heat shock protein 70 (Hsp70) family, selectively binds to the gephyrin G-domain. Immunoelectron microscopy of mouse spinal cord sections showed that Hsc70 could be colocalized with gephyrin at inhibitory synapses. Furthermore, ternary Hsc70-gephyrin-GlyR coclusters were formed following transfection of COS-7 cells. Upon overexpression of Hsc70 in mouse spinal cord neurons, synaptic accumulation of gephyrin was significantly decreased, but GlyR amounts were unaffected. In the same way, Hsc70 inhibition increased gephyrin accumulation at inhibitory synapses without modifying GlyR clustering. Single particle tracking experiments revealed that the increase of gephyrin molecules reduced GlyR diffusion rates without altering GlyR residency at synapses. Our findings demonstrate that Hsc70 regulates gephyrin polymerization independently of its interaction with GlyR. Therefore, gephyrin polymerization and synaptic clustering of GlyR are uncoupled events.


Assuntos
Proteínas de Transporte/metabolismo , Proteínas de Choque Térmico HSC70/fisiologia , Proteínas de Membrana/metabolismo , Difosfato de Adenosina/farmacologia , Animais , Células COS , Proteínas de Transporte/genética , Membrana Celular/efeitos dos fármacos , Membrana Celular/genética , Membrana Celular/metabolismo , Chlorocebus aethiops , Dendritos/metabolismo , Dendritos/ultraestrutura , Relação Dose-Resposta a Droga , Proteínas de Fluorescência Verde/genética , Proteínas de Choque Térmico HSC70/química , Proteínas de Choque Térmico HSC70/genética , Proteínas de Choque Térmico HSC70/ultraestrutura , Imunoprecipitação/métodos , Proteínas Luminescentes/genética , Masculino , Proteínas de Membrana/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Microscopia Eletrônica de Transmissão/métodos , Neurônios/metabolismo , Neurônios/ultraestrutura , Polimerização/efeitos dos fármacos , Ligação Proteica/efeitos dos fármacos , Estrutura Terciária de Proteína/efeitos dos fármacos , Estrutura Terciária de Proteína/genética , Transporte Proteico/efeitos dos fármacos , Transporte Proteico/genética , Proteômica/métodos , Ratos , Receptores de Glicina/genética , Receptores de Glicina/ultraestrutura , Medula Espinal/citologia , Medula Espinal/metabolismo , Sinapses/metabolismo , Sinapses/ultraestrutura , Transfecção/métodos , Proteína Vermelha Fluorescente
18.
Front Med (Lausanne) ; 9: 995069, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36250098

RESUMO

Objectives: The COVID-19 pandemic has been a serious worldwide public health crisis since 2020 and is still challenging healthcare systems. New tools for the prognosis and diagnosis of COVID-19 patients remain important issues. Design: Here, we studied the metabolome of plasma samples of COVID-19 patients for the identification of prognosis biomarkers. Patients: Plasma samples of eighty-six SARS-CoV-2-infected subjects and 24 healthy controls were collected during the first peak of the COVID-19 pandemic in France in 2020. Main results: Plasma metabolome fingerprinting allowed the successful discrimination of healthy controls, mild SARS-CoV-2 subjects, and moderate and severe COVID-19 patients at hospital admission. We found a strong effect of SARS-CoV-2 infection on the plasma metabolome in mild cases. Our results revealed that plasma lipids and alterations in their saturation level are important biomarkers for the detection of the infection. We also identified deoxy-fructosyl-amino acids as new putative plasma biomarkers for SARS-CoV-2 infection and COVID-19 severity. Finally, our results highlight a key role for plasma levels of tryptophan and kynurenine in the symptoms of COVID-19 patients. Conclusion: Our results showed that plasma metabolome profiling is an efficient tool for the diagnosis and prognosis of SARS-CoV-2 infection.

19.
J Trace Elem Med Biol ; 71: 126931, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35063816

RESUMO

BACKGROUND: Selective inhibitory effects of rhenium(I)-diselenoether (Re-diSe) were observed in cultured breast malignant cells. They were attributed to a decrease in Reactive Oxygen Species (ROS) production. A concomitant decrease in the production of Transforming Growth Factor-beta (TGFß1), Insulin Growth Factor 1 (IGF1), and Vascular Endothelial Growth Factor A (VEGFA) by the malignant cells was also observed. AIM: The study aimed to investigate the anti-tumor effects of Re-diSe on mice bearing 4T1 breast tumors, an experimental model of triple-negative breast cancer, and correlate them with several biomarkers. MATERIAL AND METHODS: 4T1 mammary breast cancer cells were orthotopically inoculated into syngenic BALB/c Jack mice. Different doses of Re-diSe (1, 10, and 60 mg/kg) were administered orally for 23 consecutive days to assess the efficacy and toxicity. The oxidative status was evaluated by assaying Advanced Oxidative Protein Products (AOPP), and by the dinitrophenylhydrazone (DNPH) test in plasma of healthy mice, non-treated tumor-bearing mice (controls), treated tumor-bearing mice, and tumors in all tumor-bearing mice. Tumor necrosis factor (TNFα), VEGFA, VEGFB, TGFß1, Interferon, and selenoprotein P (selenoP) were selected as biomarkers. RESULTS: Doses of 1 and 10 mg/kg did not affect the tumor weights. There was a significant increase in the tumor weights in mice treated with the maximum dose of 60 mg/kg, concomitantly with a significant decrease in AOPP, TNFα, and TGFß1 in the tumors. SelenoP concentrations increased in the plasma but not in the tumors. CONCLUSION: We did not confirm the anti-tumor activity of the Re-diSe compound in this experiment. However, the transplantation of the tumor cells did not induce an expected pro-oxidative status without any increase of the oxidative biomarkers in the plasma of controls compared to healthy mice. This condition could be essential to evaluate the effect of an antioxidant drug. The choice of the experimental model will be primordial to assess the effects of the Re-diSe compound in further studies.


Assuntos
Neoplasias da Mama , Rênio , Neoplasias de Mama Triplo Negativas , Humanos , Camundongos , Animais , Feminino , Rênio/química , Rênio/farmacologia , Rênio/uso terapêutico , Fator de Necrose Tumoral alfa , Fator A de Crescimento do Endotélio Vascular , Neoplasias de Mama Triplo Negativas/tratamento farmacológico , Neoplasias de Mama Triplo Negativas/patologia , Produtos da Oxidação Avançada de Proteínas , Estresse Oxidativo , Administração Oral , Biomarcadores , Camundongos Endogâmicos BALB C , Linhagem Celular Tumoral , Neoplasias da Mama/tratamento farmacológico
20.
Cancers (Basel) ; 13(10)2021 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-34065348

RESUMO

Signaling, proliferation, and inflammation are dependent on K63-linked ubiquitination-conjugation of a chain of ubiquitin molecules linked via lysine 63. However, very little information is currently available about how K63-linked ubiquitination is subverted in cancer. The present study provides, for the first time, evidence that cadmium (Cd), a widespread environmental carcinogen, is a potent activator of K63-linked ubiquitination, independently of oxidative damage, activation of ubiquitin ligase, or proteasome impairment. We show that Cd induces the formation of protein aggregates that sequester and inactivate cylindromatosis (CYLD) and selective autophagy, two tumor suppressors that deubiquitinate and degrade K63-ubiquitinated proteins, respectively. The aggregates are constituted of substrates of selective autophagy-SQSTM1, K63-ubiquitinated proteins, and mitochondria. These protein aggregates also cluster double-membrane remnants, which suggests an impairment in autophagosome maturation. However, failure to eliminate these selective cargos is not due to alterations in the general autophagy process, as degradation of long-lived proteins occurs normally. We propose that the simultaneous disruption of CYLD and selective autophagy by Cd feeds a vicious cycle that further amplifies K63-linked ubiquitination and downstream activation of the NF-κB pathway, processes that support cancer progression. These novel findings link together impairment of selective autophagy, K63-linked ubiquitination, and carcinogenesis.

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