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1.
Microbiome ; 11(1): 100, 2023 05 08.
Article in English | MEDLINE | ID: mdl-37158960

ABSTRACT

BACKGROUND AND AIMS: The gut microbiota is implicated in the pathogenesis of colorectal cancer (CRC). We aimed to map the CRC mucosal microbiota and metabolome and define the influence of the tumoral microbiota on oncological outcomes. METHODS: A multicentre, prospective observational study was conducted of CRC patients undergoing primary surgical resection in the UK (n = 74) and Czech Republic (n = 61). Analysis was performed using metataxonomics, ultra-performance liquid chromatography-mass spectrometry (UPLC-MS), targeted bacterial qPCR and tumour exome sequencing. Hierarchical clustering accounting for clinical and oncological covariates was performed to identify clusters of bacteria and metabolites linked to CRC. Cox proportional hazards regression was used to ascertain clusters associated with disease-free survival over median follow-up of 50 months. RESULTS: Thirteen mucosal microbiota clusters were identified, of which five were significantly different between tumour and paired normal mucosa. Cluster 7, containing the pathobionts Fusobacterium nucleatum and Granulicatella adiacens, was strongly associated with CRC (PFDR = 0.0002). Additionally, tumoral dominance of cluster 7 independently predicted favourable disease-free survival (adjusted p = 0.031). Cluster 1, containing Faecalibacterium prausnitzii and Ruminococcus gnavus, was negatively associated with cancer (PFDR = 0.0009), and abundance was independently predictive of worse disease-free survival (adjusted p = 0.0009). UPLC-MS analysis revealed two major metabolic (Met) clusters. Met 1, composed of medium chain (MCFA), long-chain (LCFA) and very long-chain (VLCFA) fatty acid species, ceramides and lysophospholipids, was negatively associated with CRC (PFDR = 2.61 × 10-11); Met 2, composed of phosphatidylcholine species, nucleosides and amino acids, was strongly associated with CRC (PFDR = 1.30 × 10-12), but metabolite clusters were not associated with disease-free survival (p = 0.358). An association was identified between Met 1 and DNA mismatch-repair deficiency (p = 0.005). FBXW7 mutations were only found in cancers predominant in microbiota cluster 7. CONCLUSIONS: Networks of pathobionts in the tumour mucosal niche are associated with tumour mutation and metabolic subtypes and predict favourable outcome following CRC resection. Video Abstract.


Subject(s)
Colorectal Neoplasms , Gastrointestinal Microbiome , Microbiota , Humans , Chromatography, Liquid , Tandem Mass Spectrometry , Microbiota/genetics , Gastrointestinal Microbiome/genetics , Colorectal Neoplasms/surgery
2.
Int J Pharm ; 633: 122607, 2023 Feb 25.
Article in English | MEDLINE | ID: mdl-36641138

ABSTRACT

Ascertaining compound exposure and its spatial distribution are essential steps in the drug development process. Desorption electrospray ionization mass spectrometry (DESI-MSI) is a label-free imaging technique capable of simultaneously identify and visualize the distribution of a diverse range of biomolecules. In this study, DESI-MSI was employed to investigate spatial distribution of tolcapone in rat liver and brain coronal - frontal and striatal -sections after a single oral administration of 100 mg/Kg of tolcapone, brain-penetrant compound. Tolcapone was evenly distributed in liver tissue sections whereas in the brain it showed differential distribution across brain regions analyzed, being mainly located in the olfactory bulb, basal forebrain region, striatum, and pre-frontal cortex (PFC; cingulate, prelimbic and infralimbic area). Tolcapone concentration in tissues was compared using DESI-MSI and liquid-chromatography mass spectrometry (LC-MS/MS). DESI-MSI technique showed a higher specificity on detecting tolcapone in liver sections while in the brain samples DESI-MSI did not allow a feasible quantification. Indeed, DESI-MSI is a qualitative technique that allows to observe heterogeneity on distribution but more challenging regarding accurate measurements. Overall, tolcapone was successfully localized in liver and brain tissue sections using DESI-MSI, highlighting the added value that this technique could provide in assisting tissue-specific drug distribution studies.


Subject(s)
Brain , Tandem Mass Spectrometry , Rats , Animals , Tolcapone , Chromatography, Liquid , Liver , Spectrometry, Mass, Electrospray Ionization/methods
3.
Anal Chem ; 88(15): 7507-14, 2016 08 02.
Article in English | MEDLINE | ID: mdl-27377867

ABSTRACT

Rapid evaporative ionization mass spectrometry (REIMS) was used for the rapid mass spectrometric profiling of cancer cell lines. Spectral reproducibility was assessed for three different cell lines, and the extent of interclass differences and intraclass variance was found to allow the identification of these cell lines based on the REIMS data. Subsequently, the NCI60 cell line panel was subjected to REIMS analysis, and the resulting data set was investigated for its distinction of individual cell lines and different tissue types of origin. Information content of REIMS spectral profiles of cell lines were found to be similar to those obtained from mammalian tissues although pronounced differences in relative lipid intensity were observed. Ultimately, REIMS was shown to detect changes in lipid content of cell lines due to mycoplasma infection. The data show that REIMS is an attractive means to study cell lines involving minimal sample preparation and analysis times in the range of seconds.


Subject(s)
Lipids/analysis , Cell Line, Tumor/microbiology , Humans , Mass Spectrometry/methods , Mycoplasma , Neoplasms/metabolism , Principal Component Analysis , Reproducibility of Results
4.
J Cell Physiol ; 230(7): 1549-57, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25535694

ABSTRACT

Altered phospholipid (PL) metabolism has been associated with pregnancy disorders. Moreover, lipid molecules such as endocannabinoids (eCBs) and prostaglandins (PGs) are important mediators of reproductive events. In humans, abnormal decidualization has been linked with unexplained infertility, miscarriage and endometrial pathologies. Anandamide (AEA), the major eCB, induces apoptosis in rat decidual cells. In this study, the PL profile of rat decidual cells was characterized by a Mass spectrometry (MS) based lipidomic approach. Furthermore, we analyzed a possible correlation between changes in PL of rat decidual cells' membrane and AEA-induced apoptosis. We found an increase in phosphatidylserine and a reduction of cardiolipin and phophatidylinositol relative contents. In addition, we observed an increase in the content of alkyl(alkenyl) acylPL, plasmalogens, and of long chain fatty acids especially with high degrees of unsaturation, as well as an increase in lipid hydroperoxides in treated cells. These findings provide novel insights on deregulation of lipid metabolism by anandamide, which may display further implications in decidualization process.


Subject(s)
Arachidonic Acids/pharmacology , Cannabinoid Receptor Agonists/pharmacology , Decidua/cytology , Decidua/drug effects , Endocannabinoids/pharmacology , Phospholipids/metabolism , Polyunsaturated Alkamides/pharmacology , Animals , Female , Lipid Peroxides/metabolism , Plasmalogens , Pregnancy , Rats
5.
FASEB J ; 28(10): 4247-64, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24970396

ABSTRACT

This work combined gene and protein expression, gas chromatography-flame ionization detector, and hydrophilic interaction liquid chromatography-tandem mass spectrometry to compare lipid metabolism changes in undifferentiated/proliferating vs. functionally differentiated mammary epithelial cells (MECs) and to study their correlation to breast cancer survival. Sixty-eight genes involved in lipid metabolism were changed in MEC differentiation. Differentiated cells showed induction of Elovl6 (2-fold), Scd1 (4-fold), and Fads2 (2-fold), which correlated with increased levels of C16:1 n-7 and C18:1 n-9 (1.5-fold), C20:3 n-6 (2.5-fold), and C20:4 n-6 (6-fold) fatty acids (FAs) and more phospholipids (PLs) containing these species. Further, increased expression (2- to 3-fold) of genes in phosphatidylethanolamine (PE) de novo biosynthesis resulted in a 20% PE increase. Proliferating/undifferentiated cells showed higher C16:0 (1.7-fold) and C18:2 n-6 (4.2-fold) levels and more PLs containing C16:0 FAs [PC(16:0/16:1), PG(16:0/18:2), PG(16:0/18:1), and SM(16:0/18:0)]. Kaplan-Meier analysis of data from 3455 patients with breast cancer disclosed a positive correlation for 59% of genes expressed in differentiated MECs with better survival. PE biosynthesis and FA oxidation correlated with better prognosis in patients with breast cancer, including the basal-like subtype. Therefore, genes involved in mammary gland FA and PL metabolism and their resulting molecular species reflect the cellular proliferative ability and differentiation state and deserve further studies as potential markers of breast cancer progression


Subject(s)
Breast Neoplasms/metabolism , Cell Differentiation , Epithelial Cells/metabolism , Fatty Acids/biosynthesis , Gene Expression Regulation, Neoplastic , Phospholipids/biosynthesis , Acetyltransferases/genetics , Acetyltransferases/metabolism , Animals , Breast Neoplasms/diagnosis , Cell Line, Tumor , Epithelial Cells/cytology , Fatty Acid Desaturases/genetics , Fatty Acid Desaturases/metabolism , Fatty Acid Elongases , Fatty Acids/genetics , Female , Gene Expression Regulation, Developmental , Humans , Mammary Glands, Animal/cytology , Mammary Glands, Animal/metabolism , Mice , Mice, Inbred BALB C , Phospholipids/genetics , Prognosis , Stearoyl-CoA Desaturase/genetics , Stearoyl-CoA Desaturase/metabolism
6.
Arch Biochem Biophys ; 533(1-2): 33-41, 2013 May.
Article in English | MEDLINE | ID: mdl-23474456

ABSTRACT

Prevalence of skin inflammatory disorders has increased in recent years being estimated that 15-20% of the general population suffers from allergic contact dermatitis (ACD). Currently, the sensitizing potential of chemicals is assessed through animal tests; however growing ethical concerns and actual legislative framework impose the development of new alternative tests. Several genomic and proteomic approaches have already indicated some potential biomarkers, but lipidomic analysis was not so far explored with this purpose. A growing body of data suggests that phospholipids (PLs) play important roles in the modulation of immune responses. Therefore, this work focused in identifying changes in the PLs profile of human keratinocytes (KCs). For that, HaCaT cell line was exposed to two immune stimulators: the strong skin allergen 2,4-dinitrofluorobenzene (DNFB) and the non-allergenic stimulus LPS, and to the irritant benzalkonium chloride (BC), using off line TLC-ESI-MS, HPLC-MS and MS/MS. LPS and DNFB reduced PS class relative content, corroborating with consistent changes observed in its molecular profile. PC profile was also altered by immune stimulators. These findings suggest that PC and PS molecular species may discriminate immunogenic compounds from irritants. Analysis of such alterations may be therefore valuable in a future in vitro test platform for skin sensitization prediction.


Subject(s)
Computational Biology , Keratinocytes/cytology , Phospholipids/metabolism , Skin/cytology , Skin/immunology , Benzalkonium Compounds/pharmacology , Biomarkers/metabolism , Cell Line , Dermatitis, Allergic Contact/immunology , Dinitrofluorobenzene/pharmacology , Humans , Skin/metabolism
7.
J Cell Physiol ; 228(2): 457-68, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22767159

ABSTRACT

Alterations of phospholipid (PL) profiles have been associated to disease and specific lipids may be involved in the onset and evolution of cancer; yet, analysis of PL profiles using mass spectrometry (MS) in breast cancer cells is a novel approach. Previously, we reported a lipidomic analysis of PLs from mouse mammary epithelial and breast cancer cells using off-line thin layer chromatography (TLC)-MS, where several changes in PL profile were found to be associated with the degree of malignancy of cells. In the present study, lipidomic analysis has been extended to human mammary epithelial cells and breast cancer cell lines (MCF10A, T47-D, and MDA-MB-231), using TLC-MS, validated by hydrophilic interaction liquid chromatography-MS. Differences in phosphatidylethanolamine (PE) content relative to total amount of PLs was highest in non-malignant cells while phosphatidic acid was present with highest relative abundance in metastatic cells. In addition, the following differences in PL molecular species associated to cancer phenotype, metastatic potential, and cell morphology were found: higher levels of alkylacyl PCs and phosphatidylinositol (PI; 22:5/18:0) were detected in migratory cells, epithelial cells had less unsaturated fatty acyl chains and shorter aliphatic tails in PE and sphingomyelin classes, while PI (18:0/18:1) was lowest in non-malignant cells compared to cancer cells. To date, information about PL changes in cancer progression is scarce, therefore results presented in this work will be useful as a starting point to define possible PLs with prospective as biomarkers and disclose metabolic pathways with potential for cancer therapy.


Subject(s)
Breast Neoplasms/chemistry , Mammary Glands, Human/chemistry , Phospholipids/analysis , Cell Line , Chromatography, Thin Layer , Female , Humans , Mass Spectrometry
8.
Rapid Commun Mass Spectrom ; 27(23): 2717-28, 2013 Dec 15.
Article in English | MEDLINE | ID: mdl-24591033

ABSTRACT

RATIONALE: The irreversible oxidation of biological molecules, such as lipids, can be achieved with a photosensitizing agent and subsequent exposure to light, in the presence of molecular oxygen. Although lipid peroxidation is an important toxicity mechanism in bacteria, the alterations caused by the photodynamic therapy on bacterial phospholipids are still unknown. In this work, we studied the photodynamic oxidation of Escherichia coli membrane phospholipids using a lipidomic approach. METHODS: E. coli ATCC 25922 were irradiated for 90 min with white light (4 mW cm(-2), 21.6 J cm(-2)) in the presence of a tricationic porphyrin [(5,10,15-tris(1-methylpyridinium-4-yl)-20-(pentafluorophenyl)porphyrin triiodide, Tri-Py(+)-Me-PF]. Lipids were extracted and separated by thin-layer chromatography. Phospholipid classes were quantified by phosphorus assay and analyzed by electrospray ionization tandem mass spectrometry. Fatty acids were analyzed by gas chromatography. Quantification of lipid hydroperoxides was performed by FOX2 assay. Analysis of the photodynamic oxidation of a phospholipid standard was also performed. RESULTS: Our approach allowed us to see that the photodynamic treatment induced the formation of a high amount of lipid hydroperoxides in the E. coli lipid extract. Quantification of fatty acids revealed a decrease in the unsaturated C16:1 and C18:1 species suggesting that oxidative modifications were responsible for their variation. It was also observed that photosensitization induced the oxidation of phosphatidylethanolamines with C16:1, C18:1 and C18:2 fatty acyl chains, with formation of hydroxy and hydroperoxy derivatives. CONCLUSIONS: Membrane phospholipids of E. coli are molecular targets of the photodynamic effect induced by Tri-Py(+) -Me-PF. The overall change in the relative amount of unsaturated fatty acids and the formation of PE hydroxides and hydroperoxides evidence the damages in bacterial phospholipids caused by this lethal treatment.


Subject(s)
Cell Membrane/metabolism , Cell Membrane/radiation effects , Escherichia coli/metabolism , Phospholipids/chemistry , Phospholipids/metabolism , Cell Membrane/chemistry , Escherichia coli/chemistry , Escherichia coli/radiation effects , Fatty Acids/chemistry , Fatty Acids/metabolism , Light , Mass Spectrometry , Oxidation-Reduction
9.
Eur J Mass Spectrom (Chichester) ; 18(4): 399-406, 2012.
Article in English | MEDLINE | ID: mdl-22971700

ABSTRACT

In this work, biosurfactants produced by two Pseudomonas aeruginosa strains isolated from Brazilian crude oils were identified by proton nuclear magnetic resonance ((1)H NMR) and further characterized by mass spectrometry (MS) coupled with electrospray ionization (ESI) and tandem mass spectrometry (MS/MS) analysis in positive mode and their surface activities evaluated. Mono-rhamnolipids and di-rhamnolipids were identified for both isolates, but the most abundant were found to be mono-rhamnolipids. The similarity of rhamnolipids produced by the two strains was in good agreement with their surface activities. Both biosurfactants exhibited similar aqueous solution surface tensions, high emulsification indexes and critical micelle concentration values. The results obtained show that ESI-MS and MS/MS analysis alone provide a fast and highly specific characterization of biosurfactants produced by microbial strains.


Subject(s)
Glycolipids/analysis , Glycolipids/chemistry , Petroleum/microbiology , Pseudomonas aeruginosa/classification , Pseudomonas aeruginosa/metabolism , Tandem Mass Spectrometry/methods , Species Specificity , Spectrometry, Mass, Electrospray Ionization
10.
Breast Cancer Res Treat ; 133(2): 635-48, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22037781

ABSTRACT

Breast cancer is the leading cause of cancer-related deaths in women. Altered cellular functions of cancer cells lead to uncontrolled cellular growth and morphological changes. Cellular biomembranes are intimately involved in the regulation of cell signaling; however, they remain largely understudied. Phospholipids (PLs) are the main constituents of biological membranes and play important functional, structural and metabolic roles. The aim of this study was to establish if patterns in the PL profiles of mammary epithelial cells and breast cancer cells differ in relation to degree of differentiation and metastatic potential. For this purpose, PLs were analyzed using a lipidomic approach. In brief, PLs were extracted using Bligh and Dyer method, followed by a separation of PL classes by thin layer chromatography, and subsequent analysis by mass spectrometry (MS). Differences and similarities were found in the relative levels of PL content between mammary epithelial and breast cancer cells and between breast cancer cells with different levels of aggressiveness. When compared to the total PL content, phosphatidylcholine levels were reduced and lysophosphatydilcholines increased in the more aggressive cancer cells; while phosphatidylserine levels remained unchanged. MS analysis showed alterations in the classes of phosphatidylcholine, lysophosphatidylcholine, sphingomyelin, and phosphatidylinositides. In particular, the phosphatidylinositides, which are signaling molecules that affect proliferation, survival, and migration, showed dramatic alterations in their profile, where an increase of phosphatdylinositides saturated fatty acids chains and a decrease in C20 fatty acids in cancer cells compared with mammary epithelial cells was observed. At present, information about PL changes in cancer progression is lacking. Therefore, these data will be useful as a starting point to define possible PLs with prospective as biomarkers and disclose metabolic pathways with potential for therapy.


Subject(s)
Breast Neoplasms/metabolism , Epithelial Cells/metabolism , Phospholipids/metabolism , Cell Line, Tumor , Female , Humans , Lysophosphatidylcholines/metabolism , Phosphatidylcholines/metabolism , Phosphatidylethanolamines/metabolism , Phosphatidylinositols/metabolism , Phosphatidylserines/metabolism , Phospholipids/classification , Phospholipids/isolation & purification , Sphingomyelins/metabolism , Tandem Mass Spectrometry
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