RESUMEN
Selective serotonin reuptake inhibitors (SSRIs) are the first-line treatment for major depressive disorder (MDD), yet their mechanisms of action are not fully understood and their therapeutic benefit varies among individuals. We used a targeted metabolomics approach utilizing a panel of 180 metabolites to gain insights into mechanisms of action and response to citalopram/escitalopram. Plasma samples from 136 participants with MDD enrolled into the Mayo Pharmacogenomics Research Network Antidepressant Medication Pharmacogenomic Study (PGRN-AMPS) were profiled at baseline and after 8 weeks of treatment. After treatment, we saw increased levels of short-chain acylcarnitines and decreased levels of medium-chain and long-chain acylcarnitines, suggesting an SSRI effect on ß-oxidation and mitochondrial function. Amines-including arginine, proline, and methionine sulfoxide-were upregulated while serotonin and sarcosine were downregulated, suggesting an SSRI effect on urea cycle, one-carbon metabolism, and serotonin uptake. Eighteen lipids within the phosphatidylcholine (PC aa and ae) classes were upregulated. Changes in several lipid and amine levels correlated with changes in 17-item Hamilton Rating Scale for Depression scores (HRSD17). Differences in metabolic profiles at baseline and post-treatment were noted between participants who remitted (HRSD17 ≤ 7) and those who gained no meaningful benefits (<30% reduction in HRSD17). Remitters exhibited (a) higher baseline levels of C3, C5, alpha-aminoadipic acid, sarcosine, and serotonin; and (b) higher week-8 levels of PC aa C34:1, PC aa C34:2, PC aa C36:2, and PC aa C36:4. These findings suggest that mitochondrial energetics-including acylcarnitine metabolism, transport, and its link to ß-oxidation-and lipid membrane remodeling may play roles in SSRI treatment response.
Asunto(s)
Trastorno Depresivo Mayor , Aminas/uso terapéutico , Antidepresivos/uso terapéutico , Carnitina/análogos & derivados , Citalopram/uso terapéutico , Depresión , Trastorno Depresivo Mayor/tratamiento farmacológico , Humanos , Lípidos , Inhibidores Selectivos de la Recaptación de Serotonina/uso terapéuticoRESUMEN
Late-onset Alzheimer's disease (AD) can, in part, be considered a metabolic disease. Besides age, female sex and APOE ε4 genotype represent strong risk factors for AD that also give rise to large metabolic differences. We systematically investigated group-specific metabolic alterations by conducting stratified association analyses of 139 serum metabolites in 1,517 individuals from the AD Neuroimaging Initiative with AD biomarkers. We observed substantial sex differences in effects of 15 metabolites with partially overlapping differences for APOE ε4 status groups. Several group-specific metabolic alterations were not observed in unstratified analyses using sex and APOE ε4 as covariates. Combined stratification revealed further subgroup-specific metabolic effects limited to APOE ε4+ females. The observed metabolic alterations suggest that females experience greater impairment of mitochondrial energy production than males. Dissecting metabolic heterogeneity in AD pathogenesis can therefore enable grading the biomedical relevance for specific pathways within specific subgroups, guiding the way to personalized medicine.
Asunto(s)
Enfermedad de Alzheimer/sangre , Enfermedad de Alzheimer/genética , Apolipoproteínas E/genética , Sangre/metabolismo , Metaboloma/genética , Anciano , Enfermedad de Alzheimer/diagnóstico por imagen , Biomarcadores/sangre , Biomarcadores/líquido cefalorraquídeo , Estudios de Cohortes , Femenino , Genotipo , Humanos , Masculino , Mitocondrias/genética , Mitocondrias/metabolismo , Tomografía de Emisión de Positrones , Factores SexualesRESUMEN
Nontypeable Haemophilus influenzae (NTHI) is a human-restricted pathogen with an essential requirement for heme-iron acquisition. We previously demonstrated that microevolution of NTHI promotes stationary phase survival in response to transient heme-iron restriction. In this study, we examine the metabolic contributions to biofilm formation using this evolved NTHI strain, RM33. Quantitative analyses identified 29 proteins, 55 transcripts, and 31 metabolites that significantly changed within in vitro biofilms formed by RM33. The synthesis of all enzymes within the tryptophan and glycogen pathways was significantly increased in biofilms formed by RM33 compared with the parental strain. In addition, increases were observed in metabolite transport, adhesin production, and DNA metabolism. Furthermore, we observed pyruvate as a pivotal point in the metabolic pathways associated with changes in cAMP phosphodiesterase activity during biofilm formation. Taken together, changes in central metabolism combined with increased stores of nutrients may serve to counterbalance nutrient sequestration.
Asunto(s)
Adaptación Fisiológica , Biopelículas/crecimiento & desarrollo , Haemophilus influenzae/crecimiento & desarrollo , Haemophilus influenzae/metabolismo , Hemo/metabolismo , Viabilidad Microbiana , Perfilación de la Expresión Génica , Hierro/metabolismo , Metabolismo , Metaboloma , Proteoma/análisisRESUMEN
INTRODUCTION: The Alzheimer's Disease Research Summits of 2012 and 2015 incorporated experts from academia, industry, and nonprofit organizations to develop new research directions to transform our understanding of Alzheimer's disease (AD) and propel the development of critically needed therapies. In response to their recommendations, big data at multiple levels are being generated and integrated to study network failures in disease. We used metabolomics as a global biochemical approach to identify peripheral metabolic changes in AD patients and correlate them to cerebrospinal fluid pathology markers, imaging features, and cognitive performance. METHODS: Fasting serum samples from the Alzheimer's Disease Neuroimaging Initiative (199 control, 356 mild cognitive impairment, and 175 AD participants) were analyzed using the AbsoluteIDQ-p180 kit. Performance was validated in blinded replicates, and values were medication adjusted. RESULTS: Multivariable-adjusted analyses showed that sphingomyelins and ether-containing phosphatidylcholines were altered in preclinical biomarker-defined AD stages, whereas acylcarnitines and several amines, including the branched-chain amino acid valine and α-aminoadipic acid, changed in symptomatic stages. Several of the analytes showed consistent associations in the Rotterdam, Erasmus Rucphen Family, and Indiana Memory and Aging Studies. Partial correlation networks constructed for Aß1-42, tau, imaging, and cognitive changes provided initial biochemical insights for disease-related processes. Coexpression networks interconnected key metabolic effectors of disease. DISCUSSION: Metabolomics identified key disease-related metabolic changes and disease-progression-related changes. Defining metabolic changes during AD disease trajectory and its relationship to clinical phenotypes provides a powerful roadmap for drug and biomarker discovery.
Asunto(s)
Enfermedad de Alzheimer/sangre , Enfermedad de Alzheimer/complicaciones , Enfermedades Metabólicas/etiología , Redes y Vías Metabólicas/fisiología , Anciano , Anciano de 80 o más Años , Envejecimiento/sangre , Enfermedad de Alzheimer/líquido cefalorraquídeo , Enfermedad de Alzheimer/diagnóstico por imagen , Aminoácidos/sangre , Péptidos beta-Amiloides/metabolismo , Compuestos de Anilina/metabolismo , Disfunción Cognitiva/sangre , Disfunción Cognitiva/diagnóstico por imagen , Disfunción Cognitiva/etiología , Estudios de Cohortes , Estudios Transversales , Ayuno , Femenino , Humanos , Masculino , Enfermedades Metabólicas/sangre , Enfermedades Metabólicas/líquido cefalorraquídeo , Enfermedades Metabólicas/diagnóstico por imagen , Metabolómica/métodos , Fragmentos de Péptidos/metabolismo , Fosfatidilcolinas/sangre , Fosfatidilcolinas/metabolismo , Esfingomielinas/sangre , Tiazoles/metabolismo , Proteínas tau/líquido cefalorraquídeoRESUMEN
The effects of integrative medicine practices such as meditation and Ayurveda on human physiology are not fully understood. The aim of this study was to identify altered metabolomic profiles following an Ayurveda-based intervention. In the experimental group, 65 healthy male and female subjects participated in a 6-day Panchakarma-based Ayurvedic intervention which included herbs, vegetarian diet, meditation, yoga, and massage. A set of 12 plasma phosphatidylcholines decreased (adjusted p < 0.01) post-intervention in the experimental (n = 65) compared to control group (n = 54) after Bonferroni correction for multiple testing; within these compounds, the phosphatidylcholine with the greatest decrease in abundance was PC ae C36:4 (delta = -0.34). Application of a 10% FDR revealed an additional 57 metabolites that were differentially abundant between groups. Pathway analysis suggests that the intervention results in changes in metabolites across many pathways such as phospholipid biosynthesis, choline metabolism, and lipoprotein metabolism. The observed plasma metabolomic alterations may reflect a Panchakarma-induced modulation of metabotypes. Panchakarma promoted statistically significant changes in plasma levels of phosphatidylcholines, sphingomyelins and others in just 6 days. Forthcoming studies that integrate metabolomics with genomic, microbiome and physiological parameters may facilitate a broader systems-level understanding and mechanistic insights into these integrative practices that are employed to promote health and well-being.
Asunto(s)
Medicina Ayurvédica , Metabolómica , Yoga , Dieta Vegetariana , Femenino , Voluntarios Sanos , Humanos , Lipoproteínas/metabolismo , Masculino , Masaje , Meditación , Fosfatidilcolinas/metabolismo , Plantas Medicinales/metabolismo , Esfingomielinas/metabolismoRESUMEN
Lapatinib is a tyrosine kinase inhibitor approved for use in combination with capecitabine to treat advanced or metastatic breast cancers overexpressing human epidermal receptor 2 (ErbB2). This work investigated the role of P-glycoprotein (Pgp; the protein from the Mdr1a/b gene) and breast cancer resistance protein (Bcrp; the protein from the Bcrp1 gene) in modulating the central nervous system penetration of lapatinib at steady-state conditions in FVBn mice (wild-type), Mdr1a/b(-/-), Bcrp1(-/-), and Mdr1a/b(-/-)/Bcrp1(-/-) knockout mice. After an intravenous infusion of lapatinib for 24 h to a targeted steady-state plasma concentration of 700 ng/ml (0.3 mg/kg/h) or 7000 ng/ml (3 mg/kg/h), lapatinib brain-to-plasma ratios were approximately 3- to 4-fold higher in Mdr1a/b(-/-) knockout mice (ratio range from 0.09 to 0.16) compared with wild-type mice (ratio range from 0.03 to 0.04). There was no difference in the brain-to-plasma ratio in the Bcrp1(-/-) knockout mice (ratio range from 0.03 to 0.04) compared with wild-type mice. In contrast, Mdr1a/b(-/-)/Bcrp1(-/-) triple knockout mice had a 40-fold higher brain-to-plasma ratio (ratio range from 1.2 to 1.7), suggesting that Pgp and Bcrp work in concert to limit the brain-to-plasma ratio of lapatinib in mice. This finding has important potential consequences for the treatment of brain tumors in breast cancer patients treated with tyrosine kinase inhibitors as well as the basic understanding of ATP binding cassette transporters expressed in the blood-brain barrier on the central nervous system disposition of drugs.
Asunto(s)
Transportadoras de Casetes de Unión a ATP/metabolismo , Transporte Biológico/efectos de los fármacos , Barrera Hematoencefálica/efectos de los fármacos , Encéfalo/efectos de los fármacos , Sistema Nervioso Central/efectos de los fármacos , Quinazolinas/farmacología , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/efectos de los fármacos , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/genética , Miembro 1 de la Subfamilia B de Casetes de Unión a ATP/fisiología , Transportadoras de Casetes de Unión a ATP/genética , Animales , Antineoplásicos/uso terapéutico , Área Bajo la Curva , Transporte Biológico/fisiología , Barrera Hematoencefálica/metabolismo , Encéfalo/metabolismo , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Sistema Nervioso Central/metabolismo , Cricetinae , Modelos Animales de Enfermedad , Sinergismo Farmacológico , Femenino , Humanos , Lapatinib , Masculino , Ratones , Ratones Noqueados , Inhibidores de Proteínas Quinasas/farmacología , Quinazolinas/química , Receptor ErbB-2/metabolismo , Distribución TisularRESUMEN
Lapatinib [N-{3-chloro-4-[(3-fluorobenzyl)oxy]phenyl}-6-[5-({[2-(methylsulfonyl)ethyl]amino}methyl)-2-furyl]-4-quinazolinamine, GW572016, Tykerb] is a tyrosine kinase inhibitor approved for use in combination with capecitabine to treat advanced or metastatic breast cancers overexpressing HER2 (ErbB2). In this work we investigated the role of efflux and uptake transporters in lapatinib disposition and drug interactions. In vitro studies evaluated whether lapatinib is a substrate for efflux transporters or an inhibitor of efflux/uptake transporters. In vivo studies included whole-body autoradiography and an evaluation of the role of efflux transporters on the intestinal absorption and brain penetration of lapatinib using chemical or genetic knockout animals. Lapatinib is a substrate for the efflux transporters P-glycoprotein (Pgp) and breast cancer resistance protein (BCRP). Furthermore, lapatinib is an inhibitor (IC(50) values 0.025-5 muM) of Pgp, BCRP, and organic anion transporting polypeptide 1B1 (a hepatic uptake transporter). In contrast, lapatinib yielded little inhibition on renal transporters (organic anion transporters, organic cation transporters, and uric acid transporter). In vivo studies demonstrated that brain concentrations of lapatinib were low and influenced by efflux transporters at the blood-brain barrier. In contrast, systemic exposure of lapatinib after oral dosing was unchanged when efflux by Pgp and BCRP was absent from the gastrointestinal tract. These in vitro and in vivo preclinical investigations provide a mechanistic basis for elucidating clinical drug interactions.