Muitas substâncias das espécies de Lychnophorinae (Asteraceae) são relatadas como inibidoras da síntese de mediadores da cascata do processo inflamatório. Nesse processo, duas enzimas são essenciais e atuam no metabolismo do ácido araquidônico, formado em processos inflamatórios: ciclooxigenase (COX) e lipoxigenase (LOX). A análise de impressões digitais metabólicas é um método capaz de fornecer informações sobre o objeto de estudo através da utilização de ferramentas estatísticas, além de possibilitar a correlação desses dados com outros utilizando métodos in silico. O objetivo deste estudo foi analisar 26 espécies da subtribo Lychnophorinae quanto à atividade inibitória in vitro das vias COX- e LOX-dependentes e identificar as substâncias responsáveis por essa atividade através de análises in silico de correlação entre bioatividade e impressão digital metabólica. As impressões digitais metabólicas dos extratos hidrometanólicos das espécies de Lychnophorinae foram obtidas utilizando UHPLC-UV-(DAD)-MS (OrbitrapTM). Os ensaios de triagem de inibição das vias COX-1 e 5-LOX-dependentes revelaram que 20 espécies possuem atividade inibitória dupla para ambas as vias com valores de IC50 menores que 100 ?g.mL-1. Dentre essas, 11 espécies apresentaram valores de IC50 menores que 40 ?g.mL-1, e cinco apresentaram valores de IC50 menores que 10 ?g.mL-1. Utilizando-se as impressões digitais metabólicas e os resultados de inibição enzimática foram realizadas análises estatísticas multivariadas supervisionadas e não supervisionadas (PCA, PLS e OPLS) visando à identificação de substâncias discriminantes (ativas). Através das análises de correlação, obtiveram-se as prováveis substâncias que detém o potencial inibitório. As cinco substâncias com maior potencial discriminante foram identificadas por técnicas de desreplicação e são: a lactona sesquiterpênica (4,5-diidro-15-desoxigoyazensolido), dois flavonóides glicosilados (3-O-(acetil-hexosídeo)-quercetina e 7-O-(cumaroil-hexosídeo)-apigenina), e um hidroxinerolidol. Assim, este estudo revelou o ótimo potencial inibidor das enzimas COX-1 e 5-LOX dos extratos hidrometanólicos das espécies de Lychnophorinae. Além disso, indicou as substâncias mais discriminantes responsáveis por essa atividade, sendo as substâncias acima mencionadas as propostas como as principais responsáveis pela atividade inibidora das enzimas COX e LOX / Several compounds from Lychnophorinae species (Asteraceae) are reported as inhibitors of cascade mediators that elicits the inflammatory process. During this process, two enzymes are essential in the metabolism of the arachidonic acid: cyclooxygenase (COX) and lipoxygenase (LOX). The analysis of metabolic fingerprinting is a method that provides information about the object of study by using statistical tools, and enables the correlation of these data with others using in silico methods. This work therefore aimed to analyze 26 species of the Lychnophorinae subtribe for in vitro inhibition of COX-1 and 5-LOX and (to) identify the bioactive compounds responsible for this activity by in silico correlation analysis between bioactivity and metabolic fingerprint. The metabolomic analysis was carried out using UHPLC-DAD-ESI-Orbitrap and a metabolic fingerprint for each extract was obtained. The in vitro inhibition screening assays of COX-1 and 5-LOX revealed that 20 extracts presented dual inhibitory activity on both enzymes with IC50 values lower than 100 ?g.mL-1. Among them, 11 species showed IC50 values lower than 40 ?g.mL-1 and five lower than 10 ?g.mL-1. In order to identify discriminant substances (active), supervised and non-supervised multivariate statistical analysis (PCA, PLS e OPLS) were performed using the metabolic fingerprints and the results of enzyme inhibition. Through correlation analysis, it was possible to locate the substances most likely to be responsible for the pharmacological activity in both enzymes simultaneously; among them, five were chosen as the most likely. The substances were identified by dereplication as: a sesquiterpene lactone (4,5-dihydro-15-desoxygoyazensolide), two flavonoids (3-O-(acetil-hexoside)-quercetin and 7-O-(cumaroil-hexoside)-apigenine), and a hidroxynerolidol. In summary, in this work it was possible to reveal crude extracts with outstanding inhibitory potential of both, COX-1 and 5-LOX, enzymes as well as to propose the most probable compounds responsible for this action, and the compounds mentioned above were proposed as the main responsible for the inhibitory activity.

Weak Affinity Chromatography (WAC) is a technology that was developed to analyse weak (KD > 10-5 M) although selective interactions between biomolecules. The focus of this thesis was to develop this method for various applications in the drug development process.   Fragment Based Drug Discovery is a new approach in finding new small molecular drugs. Here, relatively small libraries (a few hundreds to a few thousands of compounds) of fragments (150 – 300 Da) are screened against the target. Fragment hits are then developed into lead molecules by linking, growing or merging fragments binding to different locations of the protein’s active site. However, due to the weakly binding nature of fragments, methods that are able to detect very weak binding events are needed. In this thesis, WAC is presented as a new robust and highly reproducible technology for fragment screening. The technology is demonstrated against a number of different protein targets – proteases, kinases, chaperones and protein-protein interaction (PPI) targets. Comparison of data from fragment screening of 111 fragments by WAC and other more established technologies for fragment screening, such as surface plasmon resonance (SPR) and nuclear magnetic resonance (NMR), validates WAC as a screening technology. It also points at the importance of performing fragment screening by multiple methods as they complement each other.   Other applications of WAC in drug development are also presented. The method can be used for chiral separations of racemic mixtures during fragment screening, which enables affinity measurements of individual enantiomers binding to the target of interest. Further, analysis of crude reaction mixtures is shown. By these procedures, the affinity of the product can be assessed directly after synthesis without any time-consuming purification steps. In addition, a high performance liquid chromatography (HPLC) system for highly efficient drug partition studies was developed by stable immobilization of lipid bilayer disks – lipodisks – on a high performance silica support material. These lipodisks are recognized model membranes for drug partition studies. A WAC system with incorporated membrane proteins into immobilized lipodisks has also been produced and evaluated with the ultimate objective to study affinity interactions between ligands and membrane proteins. / Ett läkemedel utövar sin funktion genom att påverka aktiviteten hos ett protein i kroppen då det binder till dess aktiva säte. Förändringen i aktivitet leder till fysiologiska förändringar i kroppen beroende på vilken funktion proteinet har. Med läkemedelsmolekyl avses här en liten organisk molekyl. Fragment-baserad läkemedelsutveckling är en ny metod for att ta fram nya läkemedel. Metoden fungerar genom att man bygger läkemedelsmolekyler utifrån mindre fragment som binder till målproteinet. Fragmenten hittar man genom att screena hela bibliotek av olika fragment mot samma målprotein för att urskilja de som binder till proteinets aktiva säte. Fördelen med den här metoden är bl. a. att med mindre molekyler som utgångspunkt kan en större del av antalet möjliga kombinationer av atomer representeras med ett mindre antal fragment än för större molekyler. Normalt utgörs ett fragmentbibliotek enbart av några hundra till några tusen substanser. Eftersom fragmenten är små har de få interaktionspunker och binder relativt svagt. De svaga bindningarna är svåra att se och mycket känsliga metoder behövs.   Svagaffinitetskromatografi är en vätskekromatografisk metod som utvecklades för att studera svaga men mycket selektiva bindningar mellan biomolekyler. Den här avhandlingen syftar till att utveckla metoden för olika användningsområden inom läkemedelsutveckling, främst som en ny metod för fragment-screening. Här mäter man interaktionen mellan ett protein och ett fragment. Proteinet kopplas till ett material som sedan packas i en kolonn i formen av en cylinder. När provet pumpas igenom kolonnen kommer de analyter med affinitet till proteinets aktiva säte att fördröjas på kolonnen i relation till hur starkt de interagerar med målproteinet.   I den här avhandlingen presenteras fragment-screening med svagaffinitetskromatografi gentemot ett antal olika typer av målproteiner. Resultatet överensstämmer väl med andra metoder för fragment-screening. Analys av reaktionsblandningar med svagaffinitetskromatografi demonstreras också. Därmed kan bindningen mellan en produkt i en reaktionsblandning och ett målprotein mätas direkt utan föregående uppreningssteg av reaktionsblandningen. Lipodiskar är små diskformade modellmembran som kan användas för att bl. a. mäta hur effektivt läkemedlet tas upp i kroppen vid behandling. Ett system med immobiliserade lipodiskar i en kolonn utvecklades med det framtida målet att kunna arbeta med membranproteiner med svagaffinitetskromatografi.   Detta arbete utgör en del i att utveckla svagaffinitetskromatografi som en lättillgänglig och relativt billig metod för användning inom industrin och akademin för läkemedelsutveckling.

No description available.

L’endothéline-1 (ET-1) est un puissant agent vasoconstricteur dont la production est dérégulée dans plusieurs maladies inflammatoires où l’expression des cyclooxygénases-1/2 (COX-1/2) est augmentée. Puisqu’il est connu que la voie p38 MAPK est impliquée dans la régulation de l’ET-1 au niveau de l’ARNm, nous avons étudié le rôle de l’un de ses substrats, la kinase MK2 dans la régulation post-transcriptionnelle de l’ET-1 et des COX. Pour ce faire, nous avons utilisé des souris MK2-déficientes (MK2-/-) ainsi que des contrôles (MK2+/+) issus de la même portée. Des paramètres de la fonction cardiaque ont été mesurés sous anesthésie à l’aide d’un cathéter Millar et la réactivité vasculaire de l’artère fémorale a été mesurée par myographe. L’expression de ET-1, COX-1 et COX-2 a été quantifiée dans la cellule endothéliale aortique (CE) par qPCR. En réponse à l’ET-1 (100 nM), l’expression de la préproET-1 dans les CE augmente en fonction du temps (p<0.05) : cette variation est accentuée chez les souris MK2-/-. Bien que la pression artérielle soit similaire entre les souris MK2+/+ et MK2-/-, l’inhibition de COX (indométacine, 1 μM) augmente (p<0.05) la contraction à l’ET-1 des vaisseaux isolés provenant de souris MK2+/+ mais pas des MK2-/-. Ces données suggèrent un rôle de MK2 dans la réponse vasculaire à l’ET-1 et possiblement dans la signalisation post-récepteur de l’ET-1 en général. / Endothelin-1 (ET-1) is a potent vasoconstrictor whose production is deregulated in many inflammatory related diseases in which the cyclooxygenase-1/2 (COX-1/2) is up-regulated. Since it is known that the p38 MAPK pathway regulates ET-1 expression at the mRNA level, we studied the implication of the downstream kinase MK2 in the post-transcriptional regulation of ET-1 and COX. To accomplish this, MK2-deficient mice (MK2-/-) and their wild type littermate controls (MK2+/+) were used. Cardiac function parameters were measured using a Millar catheter under anesthesia and isometric reactivity of the isolated femoral artery was measured subsequently using a wire myograph. Aortic endothelial cell (EC) ET-1, COX-1 and COX-2 expression was quantified by qPCR. In response to ET-1 (100 nM), EC expression of preproET-1 increased in a time-dependant manner (p<0.05): this change in mRNA was greater in MK2-/- mice. Although arterial pressure was similar in MK2+/+ and MK2-/- mice, inhibition of COX (indomethacin, 1 μM) increased (p<0.05) the contraction of isolated vessels to ET-1 from MK2+/+ but not MK2-/- mice. These data suggest a role of MK2 in the vascular response to ET-1 and, possibly, ET-1 post-receptor signalling in general.

Abdominal aortic aneurysm (AAA) is a chronic inflammatory disease with no available pharmacological treatment. AAA formation reduces the structural integrity of the vessel and increases the susceptibility to rupture. The inflammatory response within human aneurysmal tissue is characterized by increased expression of cyclooxygenase-2 (COX-2). Similarly, in a mouse model of the disease induced by chronic Angiotensin II (AngII) infusion, we have shown that COX-2 expression in the abdominal aortic smooth muscle layer increases early in the development of the disease. Furthermore, genetic or pharmacological inactivation of COX-2 prior to disease initiation reduces AAA incidence. The current study utilized nonhyperlipidemic mice to determine the effectiveness of COX-2 inhibition initiated after AAA formation. COX-2 inhibitor treatment was initiated 5 days after beginning the AngII infusion, a time-point where significant aneurysmal pathology is observed. COX-2 inhibition with celecoxib significantly reduced the incidence as well as severity of AAAs as compared to the control group. Celecoxib treatment also protected the mice from aortic rupture and death. AAA development is characterized by degradation of the aortic smooth muscle layer with loss of the contractile phenotype. We found that the effectiveness of celecoxib was associated with significantly increased mRNA expression of alpha-actin, SM22alpha and desmin, all of which are markers of a differentiated smooth muscle cell phenotype. Celecoxib treatment also decreased mRNA expression of a marker of dedifferentiated smooth muscle (hyaluronic acid synthase 2). We also examined the role of altered expression of COX-2 in the increased susceptibility of the abdominal segment to AAA formation. We found a prolonged and greater induction of COX-2 in the abdominal aortic smooth muscle layer in contrast to a transient induction of COX-2 in the other regions of the aorta throughout disease progression. Overall, these findings suggest that COX-2 plays an important role in AAA development in mice, and COX-2 inhibition with celecoxib attenuates progression of aneurysm development by maintaining a differentiated phenotype in abdominal aortic smooth muscle cells.

Endogenous brain compounds and xenobiotics, including the neurotoxins such as the amphetamine analogs 3,4-methylenedioxymethamphetamine (MDMA,Ecstasy), methamphetamine (METH, Speed) and methylenedioxyamphetamine (MDA, active metabolite of MDMA), may be bioactivated by prostaglandin H synthase (PHS) to free radicals that generate reactive oxygen species (ROS). In the absence of adequate antioxidant or repair mechanisms, ROS oxidize macromolecules such as DNA, protein and lipids, which can lead to toxicity. In vitro, we evaluated bioactivation using both purified ovine PHS-1 and cultured cells stably overexpressing either human PHS-1 or hPHS-2 isozymes. We found the neurotransmitter dopamine, its precursors and some metabolites, as well as METH and MDA, can be bioactivated by ovine and/or human PHS in an isozyme-dependent fashion that generates ROS, which oxidize DNA and protein and increase toxicity. This process is blocked by both the PHS inhibitor acetylsalicylic acid (ASA) and the ROS detoxifying enzyme catalase. Our data are the first to reveal isozyme-dependent bioactivation by PHS as a potential mechanism for enhanced susceptibility to both exogenous and endogenous neurotoxins, the latter of which may be particularly important in aging. METH-initiated ROS can also activate redox-sensitive transcription factors such as nuclear factor erythroid 2-related factor 2 (Nrf2), which is involved in the induction of an array of protective mechanisms in both adult and fetal brain. Using Nrf2 knockout mice, we showed Nrf2 has a novel neuroprotective role in METH-initiated oxidative stress, neurotoxicity and functional deficits in both fetal development and adulthood, especially with multiple exposures allowing time for the induction of neuroprotective mechanisms. Our studies are the first to show that Nrf2 afforded protection against both motor coordination deficits and olfactory deficits caused by METH in utero and in adults, suggesting that deficiencies in Nrf2 activation constitute a risk factor for ROS-mediated neurotoxicity in the fetus and adult.

Endogenous brain compounds and xenobiotics, including the neurotoxins such as the amphetamine analogs 3,4-methylenedioxymethamphetamine (MDMA,Ecstasy), methamphetamine (METH, Speed) and methylenedioxyamphetamine (MDA, active metabolite of MDMA), may be bioactivated by prostaglandin H synthase (PHS) to free radicals that generate reactive oxygen species (ROS). In the absence of adequate antioxidant or repair mechanisms, ROS oxidize macromolecules such as DNA, protein and lipids, which can lead to toxicity. In vitro, we evaluated bioactivation using both purified ovine PHS-1 and cultured cells stably overexpressing either human PHS-1 or hPHS-2 isozymes. We found the neurotransmitter dopamine, its precursors and some metabolites, as well as METH and MDA, can be bioactivated by ovine and/or human PHS in an isozyme-dependent fashion that generates ROS, which oxidize DNA and protein and increase toxicity. This process is blocked by both the PHS inhibitor acetylsalicylic acid (ASA) and the ROS detoxifying enzyme catalase. Our data are the first to reveal isozyme-dependent bioactivation by PHS as a potential mechanism for enhanced susceptibility to both exogenous and endogenous neurotoxins, the latter of which may be particularly important in aging. METH-initiated ROS can also activate redox-sensitive transcription factors such as nuclear factor erythroid 2-related factor 2 (Nrf2), which is involved in the induction of an array of protective mechanisms in both adult and fetal brain. Using Nrf2 knockout mice, we showed Nrf2 has a novel neuroprotective role in METH-initiated oxidative stress, neurotoxicity and functional deficits in both fetal development and adulthood, especially with multiple exposures allowing time for the induction of neuroprotective mechanisms. Our studies are the first to show that Nrf2 afforded protection against both motor coordination deficits and olfactory deficits caused by METH in utero and in adults, suggesting that deficiencies in Nrf2 activation constitute a risk factor for ROS-mediated neurotoxicity in the fetus and adult.

Orientador: Marco Antonio Alvarenga / Resumo: A administração de antiinflamatórios não esteroides (AINEs) no momento da transferência de embrião em éguas é empregada usualmente para conter a inflamação uterina e produção de prostaglandina F2α (PGF2α), na tentativa de evitar a luteólise. No entanto, estes fármacos podem prejudicar a produção de prostaglandinas pelo concepto e alterar o mecanismo de mobilidade embrionária e reconhecimento materno fetal. Nesse estudo foi avaliada a ação do flunixin meglumine (FM) em um grande número de receptoras de embrião (n=409) em um centro comercial de reprodução equina, verificando estatisticamente a ação deste medicamento na taxa de prenhez e perda gestacional precoce. Os animais foram divididos em dois grupos (FM e controle), recebendo uma única aplicação de FM na dose de 1,1mg/kg imediatamente após a transferência de embrião em éguas alternadas para correta randomização. A taxa de prenhez aos 15 dias do grupo controle foi de 70,95% e a do grupo tratado 75,22%, sem diferença entre os grupos (p=0,3337). Aos 60 dias o grupo controle apresentou taxa de prenhez de 65,22% e o grupo tratado de 65,92%, sem diferença estatística (p>0,05). No entanto, foi observado que a perda embrionária até 60 dias do grupo controle foi 5,03% e no grupo tratado 10,0%, havendo tendência (p=0,0578) para perda gestacional precoce. Em um segundo experimento, AINEs de outras categorias como COX-2 seletivo: firocoxibe e COX-2 preferencial: Meloxicam foram determinados a fim de tentar estabelecer um tratamento an... (Resumo completo, clicar acesso eletrônico abaixo) / Mestre

O endotélio vascular desempenha um papel central no controle do tônus vascular pela liberação de fatores relaxantes derivados do endotélio (EDRFs) e fatores contráteis derivados do endotélio (EDCFs). O óxido nítrico (NO) é um dos mais importantes mediadores da vasodilatação, sua produção é catalisada pelas enzimas NO-sintases (NOS). A eNOS é constitutiva e depende do Ca2+ para ser ativada. A fosfolipase A2 (cPLA2), também é dependente de Ca2+, esta enzima é responsável pela conversão de fosfolipídeos de membrana a ácido araquidônico, o precursor de prostanóides, tais como prostaciclina (PGI2) e tromboxano (TXA2). A disfunção endotelial está relacionada com uma menor biodisponibilidade de NO e maior produção de EDCFs e está presente em várias doenças cardiovasculares, como hipertensão arterial. Embora esta disfunção seja multifatorial, o aumento da produção de espécies reativas de oxigênio (EROs) parece contribuir de forma considerável. O aumento na [Ca2+]c está relacionado com o aumento na produção de EROs e liberação de EDCFs. Em nosso estudo, utilizamos o ionóforo de cálcio A23187 para avaliar as alterações na sinalização celular decorrentes da mobilização de cálcio, independente da ativação de receptores, que ocorrem na hipertensão arterial. O objetivo deste trabalho foi estudar as respostas vasculares desencadeadas pelo aumento da [Ca2+]c promovido pelo A23187 em aorta de ratos normotensos (2R) e hipertensos renais (2R-1C). Verificamos que o A23187 induz efeito vasodilatador dependente da produção de NO em aortas de ratos 2R e 2R-1C, pois o relaxamento foi abolido na presença do inibidor da NOS (L-NAME), bem como em aortas sem endotélio. Em aortas de ratos 2R-1C, mas não em aortas de ratos 2R, verificamos a participação da PGI2 no efeito vasodilatador induzido pelo A23187. A produção de PGI2 está aumentada em aortas de ratos 2R-1C em comparação com aortas de ratos 2R, o que indica que esse prostanóide está ativando receptores TP, induzindo contração. O A23187 induziu efeito contrátil de forma independente do endotélio em aorta de ratos 2R. Entretanto, em aortas com endotélio, de ratos 2R-1C o efeito contrátil está prejudicado. O efeito anti-contrátil em aortas de ratos 2R-1C é devido à produção de NO, que está aumentada a ponto de impedir a contração induzida pelo A23187. Verificamos que a contração induzida pelo A23187 é dependente da produção dos prostanóides contráteis, TXA2 e PGI2, que ativam os receptores TP, pois quando utilizamos o inibidor da ciclooxigenase (ibuprofeno) o efeito contrátil foi atenuado. Além disso, quando utilizamos o antagonista dos receptores TP (SQ29548) o efeito foi completamente abolido. O estímulo com A23187 aumentou a produção de TXA2 em aorta de ratos 2R e 2R-1C. Porém, a produção em aorta de ratos 2R-1C foi maior do que aquela observada em aorta de ratos 2R. Observamos que a catalase atenuou a resposta contrátil induzida pelo A23187, demonstrando que o peróxido de hidrogênio modula positivamente a contração induzida pelo A23187. / The vascular endothelium plays a pivotal role in the vascular tone due to the release of relaxing factors (EDRFs) and contractile factors (EDCFs). Nitric oxide (NO) is one of the most important EDRFs involved in the vasodilation and it is produced by the NO-synthases (NOS). eNOS is a constitutive isoform and its activity is dependent of the transient calcium. Besides eNOS, other important enzymes are modulated by Ca2+ such as phospholipase A2 (cPLA2). This enzyme converts membrane phospholipids to araquidonic acid, responsible for the formation of the prostanoids prostaciclin (PGI2) and thromboxane (TXA2). Endothelial dysfunction is related to the decreased NO bioavailability and increased production of EDCFs. It is present in several cardiovascular disorders like hypertension. Endothelial dysfunction is a multifactorial proccess that is also caused by the increased production of reactive oxygen species (ROS). Increased cytosolic calcium concentration ([Ca2+]c) is related to augmented ROS and EDCFs production. In the present study, we have used the calcium ionophore A23187 in order to evaluate the altered cellular signaling caused by [Ca2+]c in a receptor activation-independent way that occurs in hypertension. This work aimed to study the vascular responses stimulated by A23187 in normotensive rat (2K) aorta and in renal hypertensive (2K-1C) rat aorta. We have verified that A23187 induces vasodilator effect dependent on the production of NO in 2K and 2K- 1C rat aortas. The vascular relaxation was abolished by the non-selective NOS inhibitor (L-NAME) and by the endothelium removal. In 2K-1C but not in 2K rat aortas, PGI2 contributes to He vasodilator effect induced by A23187. PGI2 production is greater in 2K-1C than in 2K rat aortas, which suggests that PGI2 activates TP receptors inducing contraction. The contractile effect of A23187 is endotheliumdependent in 2K rat aorta. However, in 2K-1C intact-endothelium aortas, the contractile effect of A23187 is impaired. The anti-contractile effect is due to increased NO production that inhibits the contractile response to A23187. The contractile response induced by A23187 is dependent of the prostanoid production like TXA2 and PGI2 that activate TP receptors because this response is inhibited by the cyclooxygenase inhibitor (ibuprofen). In addition, this effect was abolished by the TP receptor antagonist (SQ29548). TXA2 production was stimulated with A23187 in 2K and 2K-1C rat aorta, which was greater in 2K-1C than in 2K rat aorta. We have also observed that catalase blunted the contractile response induced by A23187. These results suggest that hydrogen peroxide positively modulates A23187-induced contractile response.

Muitas substâncias das espécies de Lychnophorinae (Asteraceae) são relatadas como inibidoras da síntese de mediadores da cascata do processo inflamatório. Nesse processo, duas enzimas são essenciais e atuam no metabolismo do ácido araquidônico, formado em processos inflamatórios: ciclooxigenase (COX) e lipoxigenase (LOX). A análise de impressões digitais metabólicas é um método capaz de fornecer informações sobre o objeto de estudo através da utilização de ferramentas estatísticas, além de possibilitar a correlação desses dados com outros utilizando métodos in silico. O objetivo deste estudo foi analisar 26 espécies da subtribo Lychnophorinae quanto à atividade inibitória in vitro das vias COX- e LOX-dependentes e identificar as substâncias responsáveis por essa atividade através de análises in silico de correlação entre bioatividade e impressão digital metabólica. As impressões digitais metabólicas dos extratos hidrometanólicos das espécies de Lychnophorinae foram obtidas utilizando UHPLC-UV-(DAD)-MS (OrbitrapTM). Os ensaios de triagem de inibição das vias COX-1 e 5-LOX-dependentes revelaram que 20 espécies possuem atividade inibitória dupla para ambas as vias com valores de IC50 menores que 100 ?g.mL-1. Dentre essas, 11 espécies apresentaram valores de IC50 menores que 40 ?g.mL-1, e cinco apresentaram valores de IC50 menores que 10 ?g.mL-1. Utilizando-se as impressões digitais metabólicas e os resultados de inibição enzimática foram realizadas análises estatísticas multivariadas supervisionadas e não supervisionadas (PCA, PLS e OPLS) visando à identificação de substâncias discriminantes (ativas). Através das análises de correlação, obtiveram-se as prováveis substâncias que detém o potencial inibitório. As cinco substâncias com maior potencial discriminante foram identificadas por técnicas de desreplicação e são: a lactona sesquiterpênica (4,5-diidro-15-desoxigoyazensolido), dois flavonóides glicosilados (3-O-(acetil-hexosídeo)-quercetina e 7-O-(cumaroil-hexosídeo)-apigenina), e um hidroxinerolidol. Assim, este estudo revelou o ótimo potencial inibidor das enzimas COX-1 e 5-LOX dos extratos hidrometanólicos das espécies de Lychnophorinae. Além disso, indicou as substâncias mais discriminantes responsáveis por essa atividade, sendo as substâncias acima mencionadas as propostas como as principais responsáveis pela atividade inibidora das enzimas COX e LOX / Several compounds from Lychnophorinae species (Asteraceae) are reported as inhibitors of cascade mediators that elicits the inflammatory process. During this process, two enzymes are essential in the metabolism of the arachidonic acid: cyclooxygenase (COX) and lipoxygenase (LOX). The analysis of metabolic fingerprinting is a method that provides information about the object of study by using statistical tools, and enables the correlation of these data with others using in silico methods. This work therefore aimed to analyze 26 species of the Lychnophorinae subtribe for in vitro inhibition of COX-1 and 5-LOX and (to) identify the bioactive compounds responsible for this activity by in silico correlation analysis between bioactivity and metabolic fingerprint. The metabolomic analysis was carried out using UHPLC-DAD-ESI-Orbitrap and a metabolic fingerprint for each extract was obtained. The in vitro inhibition screening assays of COX-1 and 5-LOX revealed that 20 extracts presented dual inhibitory activity on both enzymes with IC50 values lower than 100 ?g.mL-1. Among them, 11 species showed IC50 values lower than 40 ?g.mL-1 and five lower than 10 ?g.mL-1. In order to identify discriminant substances (active), supervised and non-supervised multivariate statistical analysis (PCA, PLS e OPLS) were performed using the metabolic fingerprints and the results of enzyme inhibition. Through correlation analysis, it was possible to locate the substances most likely to be responsible for the pharmacological activity in both enzymes simultaneously; among them, five were chosen as the most likely. The substances were identified by dereplication as: a sesquiterpene lactone (4,5-dihydro-15-desoxygoyazensolide), two flavonoids (3-O-(acetil-hexoside)-quercetin and 7-O-(cumaroil-hexoside)-apigenine), and a hidroxynerolidol. In summary, in this work it was possible to reveal crude extracts with outstanding inhibitory potential of both, COX-1 and 5-LOX, enzymes as well as to propose the most probable compounds responsible for this action, and the compounds mentioned above were proposed as the main responsible for the inhibitory activity.