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1.
Stroke ; 55(8): 2094-2102, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38979623

RESUMO

BACKGROUND: Genetic association studies can reveal biology and treatment targets but have received limited attention for stroke recovery. STRONG (Stroke, Stress, Rehabilitation, and Genetics) was a prospective, longitudinal (1-year), genetic study in adults with stroke at 28 US stroke centers. The primary aim was to examine the association that candidate genetic variants have with (1) motor/functional outcomes and (2) stress-related outcomes. METHODS: For motor/functional end points, 3 candidate gene variants (ApoE ε4, BDNF [brain-derived neurotrophic factor], and a dopamine polygenic score) were analyzed for associations with change in grip strength (3 months-baseline), function (3-month Stroke Impact Scale-Activities of Daily Living), mood (3-month Patient Health Questionnaire-8), and cognition (12-month telephone-Montreal Cognitive Assessment). For stress-related outcomes, 7 variants (serotonin transporter gene-linked promoter region, ACE [angiotensin-converting enzyme], oxytocin receptor, FKBP5 [FKBP prolyl isomerase 5], FAAH [fatty acid amide hydrolase], BDNF, and COMT [catechol-O-methyltransferase]) were assessed for associations with posttraumatic stress disorder ([PTSD]; PTSD Primary Care Scale) and depression (Patient Health Questionnaire-8) at 6 and 12 months; stress-related genes were examined as a function of poststroke stress level. Statistical models (linear, negative binomial, or Poisson regression) were based on response variable distribution; all included stroke severity, age, sex, and ancestry as covariates. Stroke subtype was explored secondarily. Data were Holm-Bonferroni corrected. A secondary replication analysis tested whether the rs1842681 polymorphism (identified in the GISCOME study [Genetics of Ischaemic Stroke Functional Outcome]) was related to 3-month modified Rankin Scale score in STRONG. RESULTS: The 763 enrollees were 63.1±14.9 (mean±SD) years of age, with a median initial National Institutes of Health Stroke Scale score of 4 (interquartile range, 2-9); outcome data were available in n=515 at 3 months, n=500 at 6 months, and n=489 at 12 months. At 1 year poststroke, the rs6265 (BDNF) variant was associated with poorer cognition (0.9-point lower telephone-Montreal Cognitive Assessment score, P=1×10-5). For stress-related outcomes, rs4291 (ACE) and rs324420 (FAAH) were risk factors linking increased poststroke stress with higher 1-year depression and PTSD symptoms (P<0.05), while rs4680 (COMT) linked poststroke stress with lower 1-year depression and PTSD. Findings were unchanged when considering stroke subtype. STRONG replicated GISCOME: rs1842681 was associated with lower 3-month modified Rankin Scale score (P=3.2×10-5). CONCLUSIONS: This study identified genetic associations with cognitive function, depression, and PTSD 1 year poststroke. Genetic susceptibility to PTSD and depressive symptoms varied according to the amount of poststroke stress, underscoring the critical role of lived experiences in recovery. Together, the results suggest that genetic association studies provide insights into the biology of stroke recovery in humans.


Assuntos
Recuperação de Função Fisiológica , Acidente Vascular Cerebral , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Acidente Vascular Cerebral/genética , Recuperação de Função Fisiológica/genética , Estudos Prospectivos , Variação Genética/genética , Reabilitação do Acidente Vascular Cerebral , Estudos Longitudinais , Fator Neurotrófico Derivado do Encéfalo/genética , Estresse Psicológico/genética , Catecol O-Metiltransferase/genética
2.
Transl Psychiatry ; 14(1): 252, 2024 Jun 11.
Artigo em Inglês | MEDLINE | ID: mdl-38862490

RESUMO

Excessive and persistent aggressiveness is the most common behavioral problem that leads to psychiatric referrals among children. While half of the variance in childhood aggression is attributed to genetic factors, the biological mechanism and the interplay between genes and environment that results in aggression remains elusive. The purpose of this systematic review is to provide an overview of studies examining the genetics of childhood aggression irrespective of psychiatric diagnosis. PubMed, PsycINFO, and MEDLINE databases were searched using predefined search terms for aggression, genes and the specific age group. From the 652 initially yielded studies, eighty-seven studies were systematically extracted for full-text review and for further quality assessment analyses. Findings show that (i) investigation of candidate genes, especially of MAOA (17 studies), DRD4 (13 studies), and COMT (12 studies) continue to dominate the field, although studies using other research designs and methods including genome-wide association and epigenetic studies are increasing, (ii) the published articles tend to be moderate in sizes, with variable methods of assessing aggressive behavior and inconsistent categorizations of tandem repeat variants, resulting in inconclusive findings of genetic main effects, gene-gene, and gene-environment interactions, (iii) the majority of studies are conducted on European, male-only or male-female mixed, participants. To our knowledge, this is the first study to systematically review the effects of genes on youth aggression. To understand the genetic underpinnings of childhood aggression, more research is required with larger, more diverse sample sets, consistent and reliable assessments and standardized definition of the aggression phenotypes. The search for the biological mechanisms underlying child aggression will also benefit from more varied research methods, including epigenetic studies, transcriptomic studies, gene system and genome-wide studies, longitudinal studies that track changes in risk/ameliorating factors and aggression-related outcomes, and studies examining causal mechanisms.


Assuntos
Agressão , Interação Gene-Ambiente , Monoaminoxidase , Criança , Feminino , Humanos , Masculino , Catecol O-Metiltransferase/genética , Estudo de Associação Genômica Ampla , Monoaminoxidase/genética , Receptores de Dopamina D4/genética
3.
PLoS One ; 19(6): e0304314, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38861573

RESUMO

BACKGROUND: Preeclampsia is one of the three leading causes of worldwide maternal mortality. Oxidative stress-mediated endothelial damage is expected to be an ultimate common mechanism in the pathophysiology of preeclampsia. The role of bioamines is also well-established in the induction of preeclampsia. This project is aimed to understand the factors which may affect the induction, progression, and aggravation of preeclampsia and oxidative stress during pregnancy. This study will explore the methylation pattern of the Catechol-O-methyltransferase gene to determine its role in the pathogenesis of preeclampsia, association of Val158Met polymorphism with a wide range of oxidative stress biomarkers, major antioxidants vitamins, and blood pressure regulating amines in preeclamptic Pakistani women. METHODS AND ANALYSIS: In this prospective case-control study, 85 preeclamptic and 85 normotensive pregnant women will be recruited in their third trimesters. DNA will be extracted from peripheral blood and Val158Met polymorphism in the Catechol-O-methyltransferase gene will be examined on PCR amplified product digested with Hin1II (NlaIII) restriction enzyme, further validated by Sanger sequencing. Methylation-sensitive PCR will also be performed. Oxidative stress biomarkers, antioxidant vitamins, bioamines, and catechol-O-methyltransferase levels will be measured by ELISA. The data will be used to correlate maternal and fetal outcomes in both groups. DISCUSSION: This study will help to identify and understand the multifactorial path and cause-effect relationship of gene polymorphism, oxidative stress biomarkers, major antioxidants vitamins, and blood pressure regulating amines in the pathogenesis and aggravation of preeclampsia in the Pakistani population. The outcome of this project will be particularly helpful in reducing the incidence of preeclampsia and further improving its management.


Assuntos
Biomarcadores , Catecol O-Metiltransferase , Estresse Oxidativo , Pré-Eclâmpsia , Adulto , Feminino , Humanos , Gravidez , Antioxidantes/metabolismo , Biomarcadores/sangue , Estudos de Casos e Controles , Catecol O-Metiltransferase/genética , Predisposição Genética para Doença , Estresse Oxidativo/genética , Paquistão , Polimorfismo Genético , Polimorfismo de Nucleotídeo Único , Pré-Eclâmpsia/genética , Estudos Prospectivos , Adulto Jovem
4.
PLoS One ; 19(5): e0303343, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38739620

RESUMO

BACKGROUND AND OBJECTIVES: Genetic variability in the dopaminergic system could contribute to age-related impairments in executive control. In this study, we examined whether genetic polymorphism for catechol-O-methyltransferase (COMT Val158Met) is related to performance on updating, shifting and inhibition tasks. METHODS: We administered a battery of executive tasks assessing updating, shifting and inhibition functions to 45 older and 55 younger healthy participants, and created composite z-scores associated to each function. Six groups were created based on genetic alleles (Val/Val, Val/Met, Met/Met) derived from the COMT gene and age (younger, older). Age and genotype effects were assessed with t-test and ANOVA (p<0.05). RESULTS: A lower performance was observed in the older group for the three executive processes, and more particularly for inhibition. Moreover, older participants homozygous for the Val allele have a lower performance on the inhibition composite in comparison to younger Val/Val. CONCLUSIONS: These results confirm presence of executive performance decrease in healthy aging. With regard to genetic effect, older participants seem particularly disadvantaged when they have a lower baseline dopamine level (i.e., Val/Val homozygous) that is magnified by aging, and when the executive measure emphasize the need of stable representations (as in inhibition task requiring to maintain active the instruction to not perform an automated process).


Assuntos
Catecol O-Metiltransferase , Função Executiva , Humanos , Catecol O-Metiltransferase/genética , Função Executiva/fisiologia , Masculino , Feminino , Idoso , Adulto , Pessoa de Meia-Idade , Adulto Jovem , Polimorfismo de Nucleotídeo Único , Alelos , Genótipo , Envelhecimento/genética , Envelhecimento/fisiologia
5.
J Oral Rehabil ; 51(8): 1542-1554, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38725226

RESUMO

BACKGROUND: Single nucleotide polymorphisms (SNPs) may influence pain susceptibility and impact treatment response in pain-related temporomandibular disorders (TMDp). OBJECTIVE: Explore the role of COMT (rs4646310, rs6269, rs4818, rs4680) and OPRM1 (rs1799971) genotypes in regulating treatment response. METHODS: Sixty TMDp patients (55 females and 5 males), diagnosed with the Diagnostic Criteria for TMD (DC/TMD), underwent standardised treatment (information and education, home physical therapy, occlusal splint) for 6 months. Treatment outcomes included: pain intensity, pain-free mouth opening, jaw functional limitation, depression, and anxiety. Genotyping for COMT and OPRM1 SNPs was performed using DNA from buccal mucosa swabs and TaqMan assays. Statistical analysis was carried out to compare the changes in treatment outcomes and the influence of genotypes on treatment response. RESULTS: Significantly less pain reduction was observed in minor allele carriers of rs4646310, and rs4680 compared to dominant homozygous (p < .025). Minor allele carriers of rs1799971 and rs4646310 demonstrated worsening in pain-free mouth opening while dominant homozygous exhibited improvement (p < .025). Significantly less anxiety reduction was observed in minor allele carriers of rs4646310 compared to dominant homozygous (p = .003). Of the all variables assessed in the regression model, carrying a minor allele of rs1799971 predicted a poorer treatment response considering pain-free mouth opening while carrying a minor allele of rs4646310 predicted less pain and less anxiety reduction. CONCLUSION: Our findings indicate that certain SNP variants of the COMT and OPRM1 genes were associated with poorer treatment response and may therefore play a significant role in the classification of TMDp patients. Also, assessment of patient genotype could potentially aid in predicting treatment response.


Assuntos
Catecol O-Metiltransferase , Dor Facial , Genótipo , Medição da Dor , Polimorfismo de Nucleotídeo Único , Receptores Opioides mu , Transtornos da Articulação Temporomandibular , Humanos , Feminino , Masculino , Transtornos da Articulação Temporomandibular/genética , Transtornos da Articulação Temporomandibular/terapia , Transtornos da Articulação Temporomandibular/fisiopatologia , Adulto , Resultado do Tratamento , Catecol O-Metiltransferase/genética , Dor Facial/genética , Dor Facial/terapia , Dor Facial/fisiopatologia , Receptores Opioides mu/genética , Pessoa de Meia-Idade , Placas Oclusais , Adulto Jovem , Predisposição Genética para Doença , Alelos
6.
Sci Rep ; 14(1): 11273, 2024 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-38760456

RESUMO

To investigate the association between three selected pain polymorphisms and clinical, functional, sensory-related, psychophysical, psychological or cognitive variables in a sample of women with fibromyalgia (FMS). One hundred twenty-three (n = 123) women with FMS completed demographic (age, height, weight), clinical (years with pain, intensity of pain at rest and during daily living activities), functional (quality of life, physical function), sensory-related (sensitization-associated and neuropathic-associated symptoms), psychophysical (pressure pain thresholds), psychological (sleep quality, depressive and anxiety level) and cognitive (pain catastrophizing, kinesiophobia) variables. Those three genotypes of the OPRM1 rs1799971, HTR1B rs6296 and COMT rs4680 single nucleotide polymorphisms were obtained by polymerase chain reactions from no-stimulated whole saliva collection. No significant differences in demographic, clinical, functional, sensory-related, psychophysical, psychological and cognitive variables according to OPRM1 rs1799971, HTR1B rs6296 or COMT rs4680 genotype were identified in our sample of women with FMS. A multilevel analysis did not either reveal any significant gene-to-gene interaction between OPRM1 rs1799971 x HTR1B rs6296, OPRM1 rs1799971 x COMT rs4680 and HTR1B rs6296 x COMT rs4680 for any of the investigated outcomes. This study revealed that three single nucleotide polymorphisms, OPRM1 rs1799971, HTR1B rs6296 or COMT rs4680, mostly associated with chronic pain were not involved in phenotyping features of FMS. Potential gene-to-gene interaction and their association with clinical phenotype in women with FMS should be further investigated in future studies including large sample sizes.


Assuntos
Catecol O-Metiltransferase , Fibromialgia , Polimorfismo de Nucleotídeo Único , Receptor 5-HT1B de Serotonina , Receptores Opioides mu , Humanos , Fibromialgia/genética , Feminino , Catecol O-Metiltransferase/genética , Receptores Opioides mu/genética , Pessoa de Meia-Idade , Adulto , Receptor 5-HT1B de Serotonina/genética , Fenótipo , Genótipo , Predisposição Genética para Doença , Qualidade de Vida
7.
J Agric Food Chem ; 72(19): 11002-11012, 2024 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-38700031

RESUMO

Due to the increasing demand for natural food ingredients, including taste-active compounds, enzyme-catalyzed conversions of natural substrates, such as flavonoids, are promising tools to align with the principles of Green Chemistry. In this study, a novel O-methyltransferase activity was identified in the mycelium of Lentinula edodes, which was successfully applied to generate the taste-active flavonoids hesperetin, hesperetin dihydrochalcone, homoeriodictyol, and homoeriodictyol dihydrochalcone. Furthermore, the mycelium-mediated OMT activity allowed for the conversion of various catecholic substrates, yielding their respective (iso-)vanilloids, while monohydroxylated compounds were not converted. By means of a bottom-up proteomics approach, three putative O-methyltransferases were identified, and subsequently, synthetic, codon-optimized genes were heterologously expressed in Escherichia coli. The purified enzymes confirmed the biocatalytic O-methylation activity against targeted flavonoids containing catechol motifs.


Assuntos
Biocatálise , Catecol O-Metiltransferase , Flavonoides , Proteínas Fúngicas , Cogumelos Shiitake , Cogumelos Shiitake/enzimologia , Cogumelos Shiitake/genética , Cogumelos Shiitake/química , Cogumelos Shiitake/metabolismo , Catecol O-Metiltransferase/genética , Catecol O-Metiltransferase/metabolismo , Catecol O-Metiltransferase/química , Proteínas Fúngicas/genética , Proteínas Fúngicas/metabolismo , Proteínas Fúngicas/química , Flavonoides/química , Flavonoides/metabolismo , Aromatizantes/metabolismo , Aromatizantes/química , Micélio/enzimologia , Micélio/genética , Micélio/química , Micélio/metabolismo , Especificidade por Substrato
8.
Bioorg Chem ; 148: 107488, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38797066

RESUMO

Progressive loss of dopaminergic neurons leads to the depletion of the striatal neurotransmitter dopamine, which is the main cause of Parkinson's disease (PD) motor symptoms. Simultaneous inhibition of the two key dopamine metabolic enzymes, catechol-O-methyltransferase (COMT) and monoamine oxidase B (MAO-B), could potentially be a breakthrough in achieving clinical efficacy. Representative compound C12 exhibits good COMT inhibitory activity (IC50 = 0.37 µM), metal chelation ability, and BBB permeability. Furthermore, results from in vivo biological activity evaluations indicate that C12 can improve dopamine levels and ameliorate MPTP-induced PD symptoms in mice. Preliminary in vivo and in vitro study results highlight the potential of compound C12 in PD treatment.


Assuntos
Dopamina , Inibidores da Monoaminoxidase , Monoaminoxidase , Doença de Parkinson , Animais , Camundongos , Dopamina/metabolismo , Relação Estrutura-Atividade , Monoaminoxidase/metabolismo , Estrutura Molecular , Inibidores da Monoaminoxidase/farmacologia , Inibidores da Monoaminoxidase/química , Inibidores da Monoaminoxidase/síntese química , Doença de Parkinson/tratamento farmacológico , Doença de Parkinson/metabolismo , Catecol O-Metiltransferase/metabolismo , Camundongos Endogâmicos C57BL , Masculino , Inibidores de Catecol O-Metiltransferase/farmacologia , Inibidores de Catecol O-Metiltransferase/química , Inibidores de Catecol O-Metiltransferase/síntese química , Humanos , Relação Dose-Resposta a Droga , Antiparkinsonianos/farmacologia , Antiparkinsonianos/química , Antiparkinsonianos/síntese química , Antiparkinsonianos/uso terapêutico
9.
Eur Spine J ; 33(6): 2213-2221, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38581434

RESUMO

PURPOSE: Lumbar spinal stenosis (LSS) is common in our aging population resulting in pain and functional impairment. Recent advances in pain research have identified several single nucleotide polymorphisms (SNP) associated with inter-individual symptom and treatment response. The goal of the current study was to investigate the association of SNPs in Neuropeptide Y (NPY) and Catechol-O-methyltransferase (COMT) with pain, function, and treatment outcomes in Lumbar spinal stenosis (LSS) patients receiving non-surgical treatments. METHODS: An exploratory observational biomarker study was performed ancillary to a previously published clinical trial evaluating three different non-surgical treatments for LSS. Saliva samples were obtained for single nucleotide polymorphism genotyping and blood samples were collected for NPY protein. Data on pain and function collected as part of the clinical trial at baseline, 2 and 6 months were examined for association with known polymorphisms in NPY and COMT. RESULTS: Subjects with the NPY rs16147 TT genotype exhibited higher baseline symptom severity but also a higher likelihood of responding to non-surgical treatments. Subjects with the COMT rs4680 GG genotype also exhibited higher baseline symptom severity but did not demonstrate greater response to treatment. CONCLUSIONS: NPY rs16147 and COMT rs4680 are important potential biomarkers associated with pain and function. NPY genotype may be useful in predicting response to non-surgical treatments in older adults with LSS.


Assuntos
Catecol O-Metiltransferase , Vértebras Lombares , Neuropeptídeo Y , Polimorfismo de Nucleotídeo Único , Estenose Espinal , Humanos , Estenose Espinal/genética , Feminino , Masculino , Idoso , Catecol O-Metiltransferase/genética , Resultado do Tratamento , Neuropeptídeo Y/genética , Pessoa de Meia-Idade , Dor/genética , Dor/etiologia , Idoso de 80 Anos ou mais
10.
Minerva Anestesiol ; 90(5): 386-396, 2024 05.
Artigo em Inglês | MEDLINE | ID: mdl-38619184

RESUMO

BACKGROUND: Opioids are widely used in chronic non-cancer pain (CNCP) management. However, they remain controversial due to serious risk of causing opioid use disorder (OUD). Our main aim was to develop a predictive model for future clinical translation that include pharmacogenetic markers. METHODS: An observational study was conducted in 806 pre-screened Spanish CNCP patients, under long-term use of opioids, to compare cases (with OUD, N.=137) with controls (without OUD, N.=669). Mu-opioid receptor 1 (OPRM1, A118G, rs1799971) and catechol-O-methyltransferase (COMT, G472A, rs4680) genetic variants plus cytochrome P450 2D6 (CYP2D6) liver enzyme phenotypes were analyzed. Socio-demographic, clinical and pharmacological outcomes were also registered. A logistic regression model was performed. The model performance and diagnostic accuracy were calculated. RESULTS: OPRM1-AA genotype and CYP2D6 poor and ultrarapid metabolizers together with three other potential predictors: 1) age; 2) work disability; 3) oral morphine equivalent daily dose (MEDD), were selected with a satisfactory diagnostic accuracy (sensitivity: 0.82 and specificity: 0.85), goodness of fit (P=0.87) and discrimination (0.89). Cases were ten-year younger with lower incomes, more sleep disturbances, benzodiazepines use, and history of substance use disorder in front of controls. CONCLUSIONS: Functional polymorphisms related to OPRM1 variant and CYP2D6 phenotypes may predict a higher OUD risk. Established risk factors such as young age, elevated MEDD and lower incomes were identified. A predictive model is expected to be implemented in clinical setting among CNCP patients under long-term opioids use.


Assuntos
Dor Crônica , Transtornos Relacionados ao Uso de Opioides , Humanos , Masculino , Feminino , Dor Crônica/tratamento farmacológico , Dor Crônica/genética , Pessoa de Meia-Idade , Transtornos Relacionados ao Uso de Opioides/genética , Adulto , Estudos Retrospectivos , Estudos de Coortes , Analgésicos Opioides/uso terapêutico , Analgésicos Opioides/efeitos adversos , Farmacogenética , Receptores Opioides mu/genética , Citocromo P-450 CYP2D6/genética , Catecol O-Metiltransferase/genética , Idoso , Genótipo
11.
Metabolomics ; 20(3): 46, 2024 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-38641695

RESUMO

INTRODUCTION: Cardiac dysfunction after sepsis the most common and severe sepsis-related organ failure. The severity of cardiac damage in sepsis patients was positively associated to mortality. It is important to look for drugs targeting sepsis-induced cardiac damage. Our previous studies found that 4-phenylbutyric acid (PBA) was beneficial to septic shock by improving cardiovascular function and survival, while the specific mechanism is unclear. OBJECTIVES: We aimed to explore the specific mechanism and PBA for protecting cardiac function in sepsis. METHODS: The cecal ligation and puncture-induced septic shock models were used to observe the therapeutic effects of PBA on myocardial contractility and the serum levels of cardiac troponin-T. The mechanisms of PBA against sepsis were explored by metabolomics and network pharmacology. RESULTS: The results showed that PBA alleviated the sepsis-induced cardiac damage. The metabolomics results showed that there were 28 metabolites involving in the therapeutic effects of PBA against sepsis. According to network pharmacology, 11 hub genes were found that were involved in lipid metabolism and amino acid transport following PBA treatment. The further integrated analysis focused on 7 key targets, including Comt, Slc6a4, Maoa, Ppara, Pparg, Ptgs2 and Trpv1, as well as their core metabolites and pathways. In an in vitro assay, PBA effectively inhibited sepsis-induced reductions in Comt, Ptgs2 and Ppara after sepsis. CONCLUSIONS: PBA protects sepsis-induced cardiac injury by targeting Comt/Ptgs2/Ppara, which regulates amino acid metabolism and lipid metabolism. The study reveals the complicated mechanisms of PBA against sepsis.


Assuntos
Cardiopatias , Fenilbutiratos , Sepse , Choque Séptico , Aminoácidos/metabolismo , Ciclo-Oxigenase 2/efeitos dos fármacos , Ciclo-Oxigenase 2/metabolismo , Cardiopatias/tratamento farmacológico , Metabolismo dos Lipídeos/efeitos dos fármacos , Metabolômica , Fenilbutiratos/farmacologia , Fenilbutiratos/uso terapêutico , Sepse/complicações , Sepse/tratamento farmacológico , Sepse/metabolismo , Choque Séptico/complicações , Choque Séptico/tratamento farmacológico , Animais , Camundongos , Modelos Animais de Doenças , Catecol O-Metiltransferase/efeitos dos fármacos , Catecol O-Metiltransferase/metabolismo , PPAR alfa/efeitos dos fármacos , PPAR alfa/metabolismo
12.
Sci Rep ; 14(1): 8424, 2024 04 10.
Artigo em Inglês | MEDLINE | ID: mdl-38600209

RESUMO

Using deep learning has demonstrated significant potential in making informed decisions based on clinical evidence. In this study, we deal with optimizing medication and quantitatively present the role of deep learning in predicting the medication dosage for patients with Parkinson's disease (PD). The proposed method is based on recurrent neural networks (RNNs) and tries to predict the dosage of five critical medication types for PD, including levodopa, dopamine agonists, monoamine oxidase-B inhibitors, catechol-O-methyltransferase inhibitors, and amantadine. Recurrent neural networks have memory blocks that retain crucial information from previous patient visits. This feature is helpful for patients with PD, as the neurologist can refer to the patient's previous state and the prescribed medication to make informed decisions. We employed data from the Parkinson's Progression Markers Initiative. The dataset included information on the Unified Parkinson's Disease Rating Scale, Activities of Daily Living, Hoehn and Yahr scale, demographic details, and medication use logs for each patient. We evaluated several models, such as multi-layer perceptron (MLP), Simple-RNN, long short-term memory (LSTM), and gated recurrent units (GRU). Our analysis found that recurrent neural networks (LSTM and GRU) performed the best. More specifically, when using LSTM, we were able to predict levodopa and dopamine agonist dosage with a mean squared error of 0.009 and 0.003, mean absolute error of 0.062 and 0.030, root mean square error of 0.099 and 0.053, and R-squared of 0.514 and 0.711, respectively.


Assuntos
Doença de Parkinson , Humanos , Doença de Parkinson/tratamento farmacológico , Levodopa/uso terapêutico , Catecol O-Metiltransferase , Atividades Cotidianas , Agonistas de Dopamina/uso terapêutico , Redes Neurais de Computação
13.
Sci Transl Med ; 16(742): eadj0395, 2024 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-38598615

RESUMO

Chronic primary pain conditions (CPPCs) affect over 100 million Americans, predominantly women. They remain ineffectively treated, in large part because of a lack of valid animal models with translational relevance. Here, we characterized a CPPC mouse model that integrated clinically relevant genetic (catechol-O-methyltransferase; COMT knockdown) and environmental (stress and injury) factors. Compared with wild-type mice, Comt+/- mice undergoing repeated swim stress and molar extraction surgery intervention exhibited pronounced multisite body pain and depressive-like behavior lasting >3 months. Comt+/- mice undergoing the intervention also exhibited enhanced activity of primary afferent nociceptors innervating hindpaw and low back sites and increased plasma concentrations of norepinephrine and pro-inflammatory cytokines interleukin-6 (IL-6) and IL-17A. The pain and depressive-like behavior were of greater magnitude and longer duration (≥12 months) in females versus males. Furthermore, increases in anxiety-like behavior and IL-6 were female-specific. The effect of COMT genotype × stress interactions on pain, IL-6, and IL-17A was validated in a cohort of 549 patients with CPPCs, demonstrating clinical relevance. Last, we assessed the predictive validity of the model for analgesic screening and found that it successfully predicted the lack of efficacy of minocycline and the CB2 agonist GW842166X, which were effective in spared nerve injury and complete Freund's adjuvant models, respectively, but failed in clinical trials. Yet, pain in the CPPC model was alleviated by the beta-3 adrenergic antagonist SR59230A. Thus, the CPPC mouse model reliably recapitulates clinically and biologically relevant features of CPPCs and may be implemented to test underlying mechanisms and find new therapeutics.


Assuntos
Dor Crônica , Ratos , Masculino , Humanos , Feminino , Camundongos , Animais , Dor Crônica/tratamento farmacológico , Dor Crônica/genética , Catecol O-Metiltransferase/genética , Interleucina-17 , Interleucina-6 , Ratos Sprague-Dawley
14.
Medicine (Baltimore) ; 103(17): e37980, 2024 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-38669362

RESUMO

The aim of this observational study was to investigate the effects of catechol-O-methyltransferase (COMT) and ATP-binding cassette transporter B1 (ABCB1) gene polymorphisms on the postoperative analgesic effect of sufentanil in Chinese Han pediatric patients with fractures. A total of 185 pediatric patients who underwent fracture surgery were included. Polymerase chain reaction-restriction fragment length polymorphism was used to detect the polymorphisms of COMT and ABCB1 genes. Sufentanil was used for postoperative analgesia. The pain level of the patients was evaluated using the face, legs, activity, cry, and consolability scale before surgery, during awakening, at 2, 6, 12, and 24 hours after surgery. The postoperative Ramsay sedation score, sufentanil consumption, and incidence of adverse reactions were also recorded. Pediatric patients with different genotypes of ABCB1 and COMT showed no statistically significant differences in general data such as age, gender, weight, height, surgical duration, and American Society of Anesthesiologists classification (P > .05). There were no statistically significant differences in sedation scores after surgery between different genotypes of ABCB1 and COMT (P > .05). Among patients with CC genotype in ABCB1, the pain scores and total consumption of sufentanil at awakening, 2 and 6 hours after surgery were higher compared to TT and CT genotypes (P < .05), while there were no statistically significant differences between TT and CT genotypes (P > .05). Among patients with AA genotype in COMT, the pain scores and total consumption of sufentanil at awakening, 2, 6, 12, and 24 hours after surgery were higher compared to AG and GG genotypes (P < .05), while there were no statistically significant differences between AG and GG genotypes (P > .05). There were no statistically significant differences in adverse reactions between different genotypes of ABCB1 and COMT (P > .05). The polymorphisms of COMT gene rs4680 and ABCB1 gene rs1045642 are associated with the analgesic effect and consumption of sufentanil in pediatric patients after fracture surgery.


Assuntos
Subfamília B de Transportador de Cassetes de Ligação de ATP , Analgésicos Opioides , Catecol O-Metiltransferase , Fraturas Ósseas , Dor Pós-Operatória , Sufentanil , Humanos , Sufentanil/uso terapêutico , Sufentanil/administração & dosagem , Catecol O-Metiltransferase/genética , Dor Pós-Operatória/tratamento farmacológico , Dor Pós-Operatória/genética , Masculino , Feminino , Subfamília B de Transportador de Cassetes de Ligação de ATP/genética , Criança , Fraturas Ósseas/cirurgia , Fraturas Ósseas/genética , Analgésicos Opioides/uso terapêutico , Analgésicos Opioides/administração & dosagem , Analgésicos Opioides/efeitos adversos , Genótipo , Pré-Escolar , Medição da Dor , Polimorfismo Genético , Adolescente , Polimorfismo de Nucleotídeo Único
15.
Sci Rep ; 14(1): 9799, 2024 04 29.
Artigo em Inglês | MEDLINE | ID: mdl-38684743

RESUMO

This study investigated the potential anxiolytic properties of flavan-3-ols and aromatic resins through a combined computational and experimental approach. Network pharmacology techniques were utilized to identify potential anxiolytic targets and compounds by analyzing protein-protein interactions and KEGG pathway data. Molecular docking and simulation studies were conducted to evaluate the binding interactions and stability of the identified targets. Behavioral tests, including the elevated plus maze test, open field test, light-dark test, actophotometer, and holeboard test, were used to assess anxiolytic activity. The compound-target network analysis revealed complex interactions involving 306 nodes and 526 edges, with significant interactions observed and an average node degree of 1.94. KEGG pathway analysis highlighted pathways such as neuroactive ligand-receptor interactions, dopaminergic synapses, and serotonergic synapses as being involved in anxiety modulation. Docking studies on EGCG (Epigallocatechin gallate) showed binding energies of -9.5 kcal/mol for MAOA, -9.2 kcal/mol for SLC6A4, and -7.4 kcal/mol for COMT. Molecular dynamic simulations indicated minimal fluctuations, suggesting the formation of stable complexes between small molecules and proteins. Behavioral tests demonstrated a significant reduction in anxiety-like behavior, as evidenced by an increased number of entries into and time spent in the open arm of the elevated plus maze test, light-dark test, open field center activity, hole board head dips, and actophotometer beam interruptions (p < 0.05 or p < 0.01). This research provides a comprehensive understanding of the multi-component, multi-target, and multi-pathway intervention mechanisms of flavan-3-ols and aromatic resins in anxiety treatment. Integrated network and behavioral analyses collectively support the anxiolytic potential of these compounds and offer valuable insights for future research in this area.


Assuntos
Ansiolíticos , Ansiedade , Catequina , Catequina/análogos & derivados , Flavonoides , Simulação de Acoplamento Molecular , Animais , Flavonoides/química , Flavonoides/farmacologia , Ansiolíticos/farmacologia , Ansiolíticos/química , Ansiedade/tratamento farmacológico , Catequina/farmacologia , Catequina/química , Simulação de Dinâmica Molecular , Masculino , Farmacologia em Rede , Monoaminoxidase/metabolismo , Monoaminoxidase/química , Comportamento Animal/efeitos dos fármacos , Catecol O-Metiltransferase/metabolismo , Catecol O-Metiltransferase/química , Camundongos , Ligação Proteica
16.
Food Funct ; 15(10): 5287-5299, 2024 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-38639730

RESUMO

Catechol-O-methyltransferase (COMT) plays a central role in the metabolic inactivation of endogenous neurotransmitters and xenobiotic drugs and hormones having catecholic structures. Its inhibitors are used in clinical practice to treat Parkinson's disease. In this study, a fluorescence-based visualization inhibitor screening method was developed to assess the inhibition activity on COMT both in vitro and in living cells. Following the screening of 94 natural products, Pu-erh tea extract exhibited the most potent inhibitory effect on COMT with an IC50 value of 0.34 µg mL-1. In vivo experiments revealed that Pu-erh tea extract substantially hindered COMT-mediated levodopa metabolism in rats, resulting in a significant increase in levodopa levels and a notable decrease in 3-O-methyldopa in plasma. Subsequently, the chemical components of Pu-erh tea were analyzed using UHPLC-Q-Exactive Orbitrap HRMS, identifying 24 major components. Among them, epigallocatechin gallate, gallocatechin gallate, epicatechin gallate, and catechin gallate exhibited potent inhibition of COMT activity with IC50 values from 93.7 nM to 125.8 nM and were the main bioactive constituents in Pu-erh tea responsible for its COMT inhibition effect. Inhibition kinetics analyses and docking simulations revealed that these compounds competitively inhibit COMT-mediated O-methylation at the catechol site. Overall, this study not only explained how Pu-erh tea catechins inhibit COMT, suggesting Pu-erh tea as a potential dietary intervention for Parkinson's disease, but also introduced a new strategy for discovering COMT inhibitors more effectively.


Assuntos
Catequina , Inibidores de Catecol O-Metiltransferase , Catecol O-Metiltransferase , Levodopa , Extratos Vegetais , Ratos Sprague-Dawley , Chá , Animais , Ratos , Inibidores de Catecol O-Metiltransferase/farmacologia , Catecol O-Metiltransferase/metabolismo , Catequina/análogos & derivados , Catequina/farmacologia , Catequina/química , Levodopa/metabolismo , Chá/química , Extratos Vegetais/farmacologia , Extratos Vegetais/química , Masculino , Humanos , Doença de Parkinson/tratamento farmacológico , Doença de Parkinson/metabolismo , Camellia sinensis/química , Simulação de Acoplamento Molecular
17.
Sci Rep ; 14(1): 9920, 2024 04 30.
Artigo em Inglês | MEDLINE | ID: mdl-38689006

RESUMO

Parkinson's disease (PD) is a progressive neurodegenerative disorder affecting over 3% of those over 65. It's caused by reduced dopaminergic neurons and Lewy bodies, leading to motor and non-motor symptoms. The relationship between COMT gene polymorphisms and PD is complex and not fully elucidated. Some studies have reported associations between certain COMT gene variants and PD risk, while others have not found significant associations. This study investigates how COMT gene variations impact cortical thickness changes in PD patients over time, aiming to link genetic factors, especially COMT gene variations, with PD progression. This study analyzed data from 44 PD patients with complete 4-year imaging follow-up from the Parkinson Progression Marker Initiative (PPMI) database. Magnetic resonance imaging (MRI) scans were acquired using consistent methods across 9 different MRI scanners. COMT single-nucleotide polymorphisms (SNPs) were assessed based on whole genome sequencing data. Longitudinal image analysis was conducted using FreeSurfer's processing pipeline. Linear mixed-effect models were employed to examine the interaction effect of genetic variations and time on cortical thickness, while controlling for covariates and subject-specific variations. The rs165599 SNP stands out as a potential contributor to alterations in cortical thickness, showing a significant reduction in overall mean cortical thickness in both hemispheres in homozygotes (Left: P = 0.023, Right: P = 0.028). The supramarginal, precentral, and superior frontal regions demonstrated significant bilateral alterations linked to rs165599. Our findings suggest that the rs165599 variant leads to earlier manifestation of cortical thinning during the course of the disease. However, it does not result in more severe cortical thinning outcomes over time. There is a need for larger cohorts and control groups to validate these findings and consider genetic variant interactions and clinical features to elucidate the specific mechanisms underlying COMT-related neurodegenerative processes in PD.


Assuntos
Catecol O-Metiltransferase , Imageamento por Ressonância Magnética , Doença de Parkinson , Polimorfismo de Nucleotídeo Único , Humanos , Catecol O-Metiltransferase/genética , Doença de Parkinson/genética , Doença de Parkinson/diagnóstico por imagem , Doença de Parkinson/patologia , Masculino , Feminino , Idoso , Estudos Longitudinais , Pessoa de Meia-Idade , Córtex Cerebral/patologia , Córtex Cerebral/diagnóstico por imagem , Progressão da Doença , Espessura Cortical do Cérebro , Predisposição Genética para Doença
18.
Biosci Biotechnol Biochem ; 88(6): 665-670, 2024 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-38561637

RESUMO

Bee pollen is an apicultural product collected by honeybees from flower stamens and used as a functional food worldwide. In the present study, we aim to elucidate the functions of Australian bee pollen. Australian bee pollen extracts and their main components were tested for catechol-O-methyltransferase (COMT) and monoamine oxidase B (MAOB) inhibitory activities. These enzymes are key neurotransmitters involved in Parkinson's disease and depression. Myricetin (5), tricetin (6), and luteolin (7) exhibited high COMT inhibitory activities (half maximal inhibitory concentration [IC50] = 23.3, 13.8, and 47.4 µM, respectively). In contrast, 5, 7, and annulatin (8) exhibited MAOB inhibitory activities (IC50 = 89.7, 32.8, and 153 µM, respectively). Quantitative analysis via high-performance liquid chromatography revealed that 5 was abundant in Australian bee pollen extracts. Our findings suggest that 5 contributes to the COMT and MAOB inhibitory activities of Australian bee pollen.


Assuntos
Catecol O-Metiltransferase , Inibidores da Monoaminoxidase , Monoaminoxidase , Pólen , Pólen/química , Abelhas , Animais , Monoaminoxidase/metabolismo , Inibidores da Monoaminoxidase/farmacologia , Inibidores da Monoaminoxidase/química , Catecol O-Metiltransferase/metabolismo , Austrália , Inibidores de Catecol O-Metiltransferase/farmacologia
19.
Genes (Basel) ; 15(3)2024 02 26.
Artigo em Inglês | MEDLINE | ID: mdl-38540358

RESUMO

Gambling Disorder (GD) is characterised by a harmful, enduring, and recurrent involvement in betting-related behaviours. Therefore, GD shares similar biological mechanisms and symptoms to substance use disorders (SUD). Therefore, in this study, we chose the behavioural addictions group. During the examination and recruitment to the study, it turned out that all the people undergoing treatment for gambling addiction were also addicted to amphetamines, which is consistent with the biological mechanism related to cerebral neurotransmission. The aim of the study was to investigate the association of the COMT gene polymorphism with behavioral addiction. The study group consisted of 307 participants: 107 men with gambling disorder and amphetamine dependency (mean age = 27.51, SD = 5.25) and 200 non-addicted, nor dependent, free from neuro-psychiatric disorders control group men (mean age = 20.20, SD = 4.51). Both groups were subjected to psychometric evaluation using the State-Trait Anxiety Inventory and the NEO Five-Factor Personality Inventory. Genomic DNA was extracted from venous blood following standard protocols. Determination of the rs4680 polymorphism in the COMT gene was performed using the real-time PCR technique. Statistically significant differences in the frequency of rs4680 genotypes were found in the tested sample of subjects compared with the control group (p = 0.03543). Subjects with gambling disorder and amphetamine use disorder compared to the control group obtained higher scores in the assessment of the STAI trait scale (p = 0.0019), state scale (p < 0.0000), and NEO-FFI Neuroticism scale (p < 0.0000). Significantly lower results were obtained for the NEO-FFI Agreeability scale (p < 0.0000). Additionally, a significant statistical impact of gambling disorder and amphetamine use disorder, and the COMT rs4680 genotype was demonstrated for the score of the STAI trait (p = 0.0351) and state (p = 0.0343) and the NEO-FFI Conscientiousness scale (p = 0.0018). We conclude that COMT and its polymorphic variant influence the development of addiction. Still, considering its multifactorial and polygenic nature, it should be combined with other factors such as personality.


Assuntos
Comportamento Aditivo , Transtornos Relacionados ao Uso de Substâncias , Adulto , Humanos , Masculino , Adulto Jovem , Anfetamina , Comportamento Aditivo/diagnóstico , Comportamento Aditivo/genética , Catecol O-Metiltransferase/genética , Personalidade/genética , Polimorfismo Genético/genética , Feminino
20.
Biol Pharm Bull ; 47(3): 660-668, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38508741

RESUMO

Flopropione (Flo) has been used for gallstone and urolithiasis as a spasmolytic agent almost exclusively in Japan. According to the package insert, its main mechanism is catechol-O-methyltransferase (COMT) inhibition and anti-serotonergic effect. This is obviously contrary to pharmacological common sense, but it is described that way in pharmacology textbooks and occurs in questions in the National Examination for Pharmacists in Japan. As this is a serious problem in education, we re-examined the action of Flo. The guinea pig ureter was hardly contracted by serotonin, but noradrenaline (NA) elicited repetitive twitch contraction, which was inhibited by Flo. The sphincter of Oddi (SO) exhibited a spontaneous repetitive twitch contraction, which was inhibited by NA and Flo. The inhibitory effect of NA was reversed by α- and ß-blockers, whereas that of Flo was not. Entacapone, a representative COMT inhibitor, did not affect the movement of the ureter and the SO. Nifedipine suppressed carbachol-induced contraction of the taenia coli, spontaneous movement of the SO, and NA-induced contraction of the ureter to almost the same extent, whereas Flo did not inhibit the taenia coli, but inhibited the contraction of the SO and the ureter. The inhibitory pattern of Flo resembled that of the ryanodine receptor agonist 4-chloro-m-cresol and the inositol 1,4,5-trisphosphate (IP3) receptor antagonist 2-aminoethoxydiphenyl borate. It is concluded that COMT inhibition or serotonin inhibition is not involved in the spasmolytic action of Flo. Flo might act on ryanodine receptors and/or IP3 receptors, which are responsible for periodic Ca release from Ca stores, to disrupt coordinated Ca dynamics.


Assuntos
Contração Muscular , Parassimpatolíticos , Propiofenonas , Animais , Cobaias , Parassimpatolíticos/farmacologia , Catecol O-Metiltransferase/farmacologia , Serotonina/farmacologia , Catecóis/farmacologia , Cálcio/farmacologia
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