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Efeitos de diferentes glicocorticoides sobre as vias moleculares de regulação do trofismo muscular em ratos e o efeito do EPA/DHA na atrofia muscular induzida pela dexametasona / Effects of different glucocorticoids on molecular pathways regulating muscle trophism in rats and the effect of EPA / DHA on muscle atrophy induced by dexamethasoneFappi, Alan 04 June 2018 (has links)
Várias condições podem estar relacionadas com a atrofia muscular, tais como inatividade, envelhecimento, septicemia, diabetes, câncer e uso de glicocorticoides. Em tentativa prévia de prevenir tal condição catabólica secundário ao uso de glicocorticoide, através da suplementação de ômega-3 (N-3), observamos um agravamento da atrofia muscular, afetando mais tipos de fibras musculares, usualmente poupadas pelo glicocorticoide, fibras tipo 1 por exemplo. Entretanto, não foi possível determinar quais as propriedades dessa interação. Portanto, o objetivo deste estudo foi de avaliar a ação do Ômega-3 associada a dexametasona e de diferentes glicocorticoides em dose equipotente sobre o peso corporal; área de secção transversa muscular; perfil de ácidos graxos; expressão gênica de fatores de transcrição musculares e atrogenes (Atrogina 1 e MuRF-1); expressão proteica de componentes das vias do IGF-1/Akt/mTOR, Ras/Raf/MEK/ERK e Miostatina/Smad2/3; e expressão de receptores de glicocorticoides na musculatura esquelética de ratos. Metodologia: Ratos Wistar suplementados ou não com ômega-3 (100mg/kg/dia de EPA) por 40 dias receberam dexametasona (DX) subcutânea (2,5 e 1,25mg/kg/dia) nos últimos 10 dias de suplementação. Para estudo dos demais glicocorticoides, ratos sem suplementação receberam deflazacorte (DC), metilprednisolona (MP) em dose/volume equipotente ao de dexametasona (DC 10 e 20mg/kg/dia e MP6,7 e 13,3mg/kg/dia) por 10 dias. Constituindo 10 grupos: CT, N-3, DX1,25, DX2,5, DX1,25+N-3, DX2,5+N-3, MP6, MP13, DC10 e DC20. Através de estudo histológico, imuno-histoquímico, PCR em tempo real e Western blotting, foram avaliados a área transversa dos diferentes tipos de fibras musculares; a expressão de receptor de glicocorticoide na fibra muscular; a expressão gênica dos atrogenes e fatores de transcrição; expressão de proteínas das vias IGF-1, Miostatina e MEK/ERK. Resultados: A administração de N-3 influenciou a atrofia por DX causando maior atrofia em fibras do tipo 1 e 2A, aumento na expressão proteica de FoxO3a total, P-Smad3, LC3-II e gênica (mRNA) de REDD-1, Atrogina-1/MAFbx. De forma isolada o ômega-3 reduziu a expressão de P-FoxO3a, PGC1alfa, a quantidade de ácido araquidônico e a expressão de mRNA do IRS-1 com aumento na expressão de LC3-II. A comparação entre glicocorticoides mostrou que a MP (13mg/kg/dia) acarretou maior impacto no peso corporal e muscular; o DC (10mg/kg/dia) causou menor atrofia em fibras 2B em relação aos demais glicocorticoides. A DX causou maior impacto sobre o Akt total em comparação com os demais glicocorticoides, em P-Akt o grupo DX1,25 teve menor expressão em relação a outros glicocorticoides em dose equipotente. Todos os glicocorticoides afetaram a expressão de P-FOXO3a. Na expressão de ERK1/2 e P-ERK1/2, MP6 foi o grupo com maior prejuízo à fosforilação em relação aos demais em dose equipotente. Já na avaliação da via Miostatina/Smad2/3 os grupos MP 6, MP13 e DC20 mostraram maior expressão de Smad2/3 total e P-Smad3. A expressão gênica de REDD-1 e MYOD foi aumentada nos grupos MP6 e MP13 em relação aos demais grupos; REDD2 no grupo DC20 foi menor em relação ao grupo DX2,5. A expressão de Miostatina foi menor nos grupos DX2,5 e DC20, sendo o DC a droga com menor impacto sobre os atrogenes MuRF-1 e Atrogina-1. DX1,25 e DX2,5 causaram menor expressão de IRS-1 entre os grupos de glicocorticoides. Conclusões: Ômega-3 pode aumentar a atrofia muscular causada por DX em fibras 1 e 2A, possivelmente relacionado com aumento da expressão de FoxO3a, REDD-1 e Atrogina-1, diminuição na expressão de PGC1alfa e P-FoxO3a, nas quantidades de ácido araquidônico com aumento da atividade lisossomal. Comparando diferentes glicocorticoides, a MP tende a produzir maior impacto nos pesos corporal e muscular, o DC é menos prejudicial as fibras do tipo 2B, entretanto, afeta predominantemente fibras do tipo 1, da mesma forma que a DX na dosagem de 1,25mg/kg/dia. A DX tende a afetar mais a expressão de Akt total e fosforilado que os demais glicocorticoides. A MP afeta mais a via Ras/Raf/MEK/ERK e expressão de REDD-1 em relação aos demais glicocorticoides, e o DC e MP mostram maior expressão de Smad2/3 total e fosforilada em relação ao DX após 10 dias de administração / Several conditions may be related to muscle atrophy, such as inactivity, aging, septicemia, diabetes, cancer and use of glucocorticoids. In a previous attempt to prevent such glucocorticoid catabolic condition, through the supplementation of omega-3 (N-3), we observed a worsening of muscular atrophy, affecting more types of muscle fibers, usually spared by glucocorticoid, type 1 fibers for example. However, it was not possible to determine the properties of this interaction. Therefore, the objective of this study was to evaluate the action of omega-3 associated with dexamethasone and different glucocorticoids in equipotent dose on body weight; muscle cross-sectional area; fatty acid profile; gene expression of muscle transcription factors and atrogenes (Atrogin-1 and MuRF-1); protein expression of IGF-1/Akt/mTOR, Ras/Raf/MEK/ERK and Myostatin/Smad2/3 pathways components; and expression of glucocorticoid receptors in the skeletal musculature of rats. Methods: Wistar rats given orally or not with omega-3 (100mg/kg/day of EPA) for 40 days received subcutaneous dexamethasone (DX) (2.5 or 1.25mg/kg/day) during the last 10 days of supplementation. For the other glucocorticoids, rats without supplementation received deflazacorte (DC) or methylprednisolone (MP) in dose/volume equivalent to that of dexamethasone (DC 10 or 20mg/kg/day and MP6.7 or 13.3mg/kg/day) for 10 days. Comprising 10 groups: CT, N-3, DX1.25, DX2.5, DX1.25 + N-3, DX2.5 + N-3, MP6, MP13, DC10 and DC20. Through histological, immunohistochemical, real-time PCR and Western blotting, we evaluated the transverse area of the different muscle fibers; the expression of glucocorticoid receptor; the gene expression of atrogenes and transcription factors; protein expression of the IGF-1, Myostatin and MEK/ERK pathways. Results: N-3 administration influenced DEXA atrophy causing increased atrophy in type 1 and 2A fibers, increased protein expression of total FoxO3a, P-Smad3, LC3-II, and REDD-1 gene (mRNA), Atrogin-1/MAFbx isolated omega-3 reduced the expression of P-FoxO3a, PGC1alpha, the amount of arachidonic acid and the expression of IRS-1 mRNA with increased expression of LC3-II. The comparison between glucocorticoids showed that MP13 had a greater impact on body and muscle weight; the DC10 caused less atrophy in 2B fibers in relation to the other glucocorticoids. DX, caused greater impact on total Akt compared to the other glucocorticoids, in P-Akt the DX1,25 group had lower expression to other equipotent dose glucocorticoids. All glucocorticoids affect the expression of P-FOXO3a. In the of ERK1/2 and P-ERK1/2 protein expression, the MP6 was the group with the greatest damage to the phosphorylation in relation to the others in equipotent dose. In the evaluation of the Myostatin/Smad2/3 pathway MP 6, MP13 and DC20 showed higher expression of total Smad2/3 and P-Smad3. The gene expression of REDD-1 and MYOD was increased in the MP6 and MP13 groups compared to the other groups, REDD2 in the DC20 group was lower in relation to the DX2.5 group. Myostatin expression was lower in the DX2.5 and DC20 groups, with DC being the drug with less impact on atrogenes MuRF-1 and Atrogin-1. DX1.25 and DX2.5 caused lower IRS-1 expression among the glucocorticoid groups. Conclusions: Omega-3 may increase muscle atrophy caused by DX in fibers 1 and 2A, possibly related to increased expression of FoxO3a, REDD-1 and Atrogin-1, decreased expression of PGC1alpha and P-FoxO3a, in the amounts of acid arachidonic with increased lysosomal activity. Comparing different glucocorticoids, MP tends to produce a greater impact on body and muscular weights, DC is less harmful to type 2B fibers, however, it predominantly affects type 1 fibers, in the same way as DX in the dosage of 1.25mg/kg/day. DX tends to affect total and phosphorylated Akt expression more than other glucocorticoids. MP affects more the Ras/Raf/MEK/ERK pathway and REDD-1 expression in relation to the other glucocorticoids, and DC and MP show a higher expression of total and phosphorylated Smad2/3 compared to DX after 10 days of administration
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Efeito do ácido docosahexaenoico (DHA) sobre eventos epigenéticos em diferentes linhagens de câncer de mama / Effect of docosahexaenoic acid (DHA) on epigenetic events in diferente breast cancer cell linesCastro, Rita de Cássia Borges de 09 September 2013 (has links)
Alterações epigenéticas, como metilação do DNA e modificações pós traducionais em histonas, tem importante papel na carcinogênese mamária. A modulação de eventos epigenéticos constitui relevante alvo terapêutico, devido ao seu caráter reversível. Experimentalmente, o ácido docosahexaenoico (DHA), um membro da família dos ácidos graxos ômega-3, é capaz de diminuir proliferação, induzir morte celular e diminuir o potencial invasivo de células tumorais de mama. No entanto, os mecanismos antitumorais do DHA e sua capacidade de modular eventos epigenéticos ainda não estão totalmente elucidados. Nosso objetivo foi verificar, in vitro, a ação do DHA em eventos epigenéticos em diferentes linhagens de carcinoma mamário humano. Três linhagens celulares de câncer de mama (MDA-MB-231, SKBR-3 e MCF-7) foram tratadas durante 72 horas com 100 ?M de DHA ou etanol (controle). As modificações pós traducionais em histonas, acetilação no resíduo de lisina 9 da histona 3 (H3K9ac) e no resíduo 16 da histona 4 (H4K16ac), bem como trimetilação no resíduo de lisina 9 da histona 3 (H3K9me3) e no resíduo de lisina 27 da histona 3 (H3K27me3) foram avaliadas pela técnica de western blot. A análise da expressão do genes RASSF1A, DNMT1, DNMT3A e DNMT3B foi feita pela técnica da reação em cadeia da polimerase quantitativa via transcriptase reversa (RT-qPCR). A avaliação do padrão de metilação de região promotora do gene RASSF1A foi realizada pela técnica de reação em cadeia da polimerase metilação específica (MS-PCR). Foram também analisadas as fases do ciclo celular por citometria de fluxo. Comparado ao controle, o DHA induziu a acetilação no resíduo 16 da histona 4 (H4K16ac) nas linhagens MCF7 (p = 0,04) e MDA-MB-231 (p = 0,03). Observamos que a H3K9me3 foi parcialmente inibida nas linhagens MDA-MB-231 e SKBR-3, após o tratamento com DHA, mas sem alcançar valor estatisticamente significante. Encontramos também diminuição dos níveis de H3K27me3 após o tratamento com DHA nas três linhagens estudadas, porém não foi estatisticamente significativo. O DHA aumentou a expressão do gene RASSF1A na linhagem MCF-7 (1,98 vezes, p = 0,03), mas não nas linhagens MDA-MB-231 e SKBR-3. Não houve mudanças estatisticamente significativas na expressão dos genes DNMT1, DNMT3A e DNMT3B. As análises qualitativas da metilação demonstraram que a região promotora analisada do gene RASSF1A apresentou-se hipermetilada nas três linhagens celulares. Após o tratamento com DHA, houve tendência de desmetilação na região promotora do RASSF1A na linhagem MCF-7 e SKBR3, mas não na linhagem MDA-MB-231. Não houve diferença significativa na porcentagem de morte e distribuição das células MDA-MB-231, SKBR-3 e MCF-7 nas diferentes fases do ciclo celular após tratamento com DHA. Em conclusão, o DHA pode atuar em mecanismos epigenéticos e, ainda, reativar o gene supressor de tumor, como RASSF1A, anteriormente silenciado por hipermetilação, em células MCF-7. Espera-se que esses resultados contribuam para melhor compreensão do potencial papel anticâncer do DHA no câncer de mama / Epigenetic changes, such as DNA methylation and post-translational histone modifications, play an important role in mammary tumorigenesis. Epigenetic events are important as therapeutic targets, because of its reversible nature. Experimentally, docosahexaenoic acid (DHA), a member of the omega-3 fatty acids family, can reduce proliferation, induce apoptosis and decrease the invasive potential of breast tumor cells. However, the antitumor mechanism of DHA and its ability to modulate epigenetic events are not completely understood. Our objective was to verify, in vitro, the action of DHA in epigenetic events related to transcriptional reactivation of tumor suppressor gene, such as RASSF1A, in different human breast cancer cell lines. Three breast cancer cell lines (MCF-7, MDA-MB-231, SKBR-3) were treated with DHA (100 ?M) or vehicle (ethanol) for 72 hours. Western blot was used to analyze histone modification, as histone H3 lysine 9 (H3K9ac) and histone H4 lysine 16 (H4K16ac) acetylation, H3K9 trimethylation (H3K9me3) and H3K27 trimethylation (H3K27me3). Real time quantitative PCR (RT-qPCR) was performed for gene expression quantification of RASSF1A, DNMT1, DNMT3A and DNMT3B. DNA methylation of the promoter region of RASSF1A was evaluated by methylation specific PCR (MS-PCR). Moreover, we evaluated the phases of the cell cycle by flow cytometry. Compared to control cells, DHA induced H4K16ac in MCF-7 (p=0.04) and MDA-MB-231 (p=0.03). We observed that H3K9me3 was partially inhibited in MDA-MB-231 and SKBR-3 cells, after treatment with DHA, but did not reach a statistically significant value. We also found decreased levels of H3K27me3 after treatment with DHA in the three cell lines studied, but not statistically significant. DHA increased RASSF1A expression on MCF-7 (1.98 fold; p=0.03), but not in MDA-MB-231 and in SKBR-3 cells. There were no statistically significant changes in expression of genes DNMT1, DNMT3A and DNMT3B. These three breast cancer cells lines show methylation in specific region of RASSF1A promoter. DHA treatment increased RASSF1A promoter region hypomethylation in MCF-7 and SKBR-3. No significant difference was observed in the percentage of cell death nor cell distribution of MDA-MB-231, SKBR-3 and MCF-7 at different stages of the cell cycle after treatment with DHA. In conclusion, we suggest that DHA may act beneficially in epigenetic mechanisms and reactivation of tumor suppressor gene, RASSF1A as previously silenced by hypermethylation. It is hoped that these results can contribute to better understanding of the anticancer role of DHA in breast cancer
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Les lipides et les cancers urologiques - approches épidémiologiques. L’importance du temps immortelFradet, Vincent 12 1900 (has links)
Objectif: Définir l’effet des lipides et du traitement de la dyslipidémie sur les cancers de la prostate et de la vessie en utilisant différents devis d’étude et en tenant compte de la présence de plusieurs biais, particulièrement le biais du temps immortel.
Devis: Le premier volet utilise un devis rétrospectif de type cas témoins. Un questionnaire semi-quantitatif de fréquence de consommation alimentaire validé a été utilisé. Le génotype COX2 de neuf polymorphisme nucléotidique unique (SNP) a été mesuré avec une plateforme Taqman. Des modèles de régression logistique non conditionnelle ont été utilisés pour comparer le risque de diagnostic d’un cancer de la prostate et l’interaction.
Le deuxième volet utilise un devis rétrospectif de type cohorte basée sur les données administratives de la Régie de l’assurance-maladie du Québec (RAMQ). Des modèles de régression de Cox ont été employés pour mesurer l’association entre les statines et l’évolution du cancer de la vessie.
Le troisième volet, porte un regard méthodologique sur le biais du temps immortel en examinant sa présence dans la littérature oncologique. Son importance est illustrée avec les données de la cohorte du deuxième volet, et les méthodes de correction possibles son appliquées.
Résultats: L’étude du premier volet démontre qu’une diète riche en acides gras oméga-3 d’origine marine était fortement associée à un risque diminué de cancer de la prostate agressif (p<0.0001 pour la tendance). Le ratio de cote pour le cancer de la prostate du quartile supérieur d’oméga-3 était de 0.37 (IC 95% = 0.25 à 0.54). L’effet diététique était modifié par le génotype COX-2 SNP rs4648310 (p=0.002 pour l’interaction). En particulier, les hommes avec faible apport en oméga-3 et la variante rs4648310 avait un risque accru de cancer de la prostate (ratio de cote = 5.49, IC 95%=1.80 à 16.7), effet renversé par un apport en oméga-3 plus grand.
L’étude du deuxième volet a observé que l’utilisation de statines est associée à une diminution du risque de progression du cancer de la vessie (risque relatif = 0.44, IC 95% = 0.20 à 0.96, p=0.039). Cette association était encore plus forte pour le décès de toute cause (HR = 0.57, 95% CI = 0.43 to 0.76, p=0.0001). L’effet des statines semble être dose-dépendant.
L’étude du troisième volet démontre que le biais du temps immortel est fréquent et important dans les études épidémiologiques oncologiques. Il comporte plusieurs aspects dont certains sont mieux prévenus au stade du choix du devis d’étude et différentes méthodes statistiques permettent un contrôle de ce biais.
Conclusion: 1) Une diète riche en oméga-3 aurait un effet protecteur pour le cancer de la prostate. 2) L’utilisation de statines aurait un effet protecteur sur la progression du cancer non invasif de la vessie. Les lipides semblent avoir un effet sur les cancers urologiques. / Purpose: To define the effects of dietary lipids and of treatment of dyslipidemia with statins on prostate and bladder cancers, using different epidemiologic study designs and accounting for biases, particularly immortal time bias.
Study Design: The first part used a retrospective a case-control study design. Diet was assessed with a semi-quantitative food frequency questionnaire, and nine COX-2 tag single nucleotide polymorphisms (SNPs) were genotyped. We used logistic regression models to estimate odds ratios (ORs), 95% confidence intervals (CIs), and p-values for association and interaction.
The second part used a retrospective cohort study design based on administrative databases of Québec, Canada. Cox regression models were used to measure association between statin use and bladder cancer evolution.
The third part focuses on the immortal time bias by describing its presence in the oncologic literature. The importance of this bias is illustrated with data from the cohort used in the second part and statistical correction methods are applied.
Results: The first part showed that an increasing intake of omega-3 fatty acids of marine origin was strongly associated with a decreased risk of aggressive prostate cancer (trend p<=0.0001). The OR (95% CI) for prostate cancer comparing the highest to the lowest quartile of omega-3 intake was of 0.37 (0.25 – 0.54). The dietary effect was modified by the rs4648310 COX-2 SNP (interaction p=0.02). This reflected the observation that men with low marine omega-3 intake and the variant rs4648310 SNP had an increased risk of disease (OR = 5.49; 95% CI: 1.80-16.7), which was reversed by increasing intake of marine omega-3.
The second part showed that statin use was associated with a decreased risk of bladder cancer progression (HR = 0.44, 95% CI = 0.20 to 0.96, p=0.0388). The inverse association was even stronger for risk of mortality from all causes (HR = 0.57, 95% CI = 0.43 to 0.76, p=0.0001). The statin use effect appears dose-dependent.
The third part showed that the immortal time bias is frequent and important in many epidemiological studies in oncology. It has many aspects and some of these are better prevented at time of study design selection. Various statistical methods also allowed control of this bias.
Conclusion. 1) Dietary omega-3 appears to decrease prostate cancer risk. 2) Statin use appears to decrease risk of bladder cancer progression. Lipids seem to have an effect on urological cancers.
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Métabolisme et intérêt nutritionnel de l’acide docosapentaénoïque n-3 : modulation du statut tissulaire en acides gras n-3 par les lipides laitiers alimentaires chez le rat / Metabolism and nutritional interest of n-3 docosapentaenoic acid : modulation of n-3 fatty acid status in tissues by dietary dairy lipids in ratsDrouin, Gaëtan 03 July 2018 (has links)
L’optimisation du statut tissulaire en acides gras polyinsaturés à longues chaines n-3 (AGPILC n-3) fait partie des objectifs actuels en nutrition humaine. En effet, de nombreux effets bénéfiques sur la santé humaine ont été démontrés pour ces différents AGPILC n-3. Néanmoins, la bioconversion de ces dérivés à partir de leur précurseur alimentaire, l’acide α-linolénique, est limitée chez l’Homme et ne permet pas de subvenir aux besoins. Parmi cette famille d’acides, l’acide docosahexaénoïque (DHA) et de l’acide eicosapentaénoïque (EPA) ont été largement étudiés à l’inverse de ceux de l’acide docosapentaénoïque n-3 (DPA). Le premier objectif de ces travaux a été d’étudier l’impact d’une supplémentation nutritionnelle en DPA sur le métabolisme des acides gras et le métabolisme lipidique chez le rat sain. Pour cela, une méthode de purification du DPA à haute pureté et en grande quantité par chromatographie liquide a tout d’abord été mise en place. Ce résultat participe à faciliter la recherche future des effets in vivo du DPA dont la disponibilité commerciale est faible. Après sa supplémentation nutritionnelle, le DPA a été incorporé dans de multiples tissus et a impacté les compositions tissulaires en AGPILC n-3 de certains organes spécifiques comme le foie, le cœur, le poumon, la rate et le rein. Ainsi, la supplémentation en DPA pourrait être une source d’EPA, de DPA, et dans une moindre mesure de DHA. Enfin, comparé à une supplémentation en EPA ou en DHA, le DPA a été l’AGPILC n-3 le plus puissant pour améliorer la triglycéridémie et la cholestérolémie des animaux. Ces informations participeront certainement à une prise en compte plus importante du DPA tant dans les études nutritionnelles ainsi que dans l’installation des futures recommandations nutritionnelles. Le deuxième axe de recherche a porté sur la capacité d’une incorporation partielle de lipides laitiers dans le régime à augmenter le statut tissulaire en AGPI-LC n-3. L’incorporation de lipides laitiers a augmenté le statut en DHA cérébral et rétinien et le statut en DPA dans les autres tissus étudiés. De plus, l’induction de la conversion des AGPILC n-3 à partir de leur précurseur par les lipides laitiers a été complémentaire avec la supplémentation en DPA pour augmenter le statut tissulaire en AGPI-LC n-3. Ces résultats s’insèrent dans un contexte de nutrition infantile, période pendant laquelle l’incorporation des AGPI-LC n-3 est maximale dans les tissus nerveux. Ainsi, ces résultats apportent des données intéressantes tant pour les entreprises que pour les professionnels de santé pour recommander à la consommation des formules infantiles contenant des lipides laitiers. / The optimization of tissue status in n-3 long-chain polyunsaturated fatty acids (n-3 LCPUFA) is one of the current goals in human nutrition. Indeed, many beneficial effects on human health have been demonstrated for these different n-3 LCPUFA. However, the bioconversion of these derivatives from their food precursor, α-linolenic acid, is limited in humans and it does not meet the needs of the organism. Among this family of fatty acids, docosahexaenoic acid (DHA) and eicosapentaenoic acid (EPA) have been widely studied in contrast to those of n-3 docosapentaenoic acid (DPA). The first objective of this work was to study the impact of dietary supplementation with DPA on fatty acid metabolism and lipid metabolism in healthy rats. For this, a method for purifying DPA with high purity and in large quantities by liquid chromatography was first established. This result helps future research of the in vivo effects of DPA, poorly commercially available. After its nutritional supplementation, DPA was incorporated into multiple tissues and it has affected the n-3 LCPUFA tissue compositions of specific organs such as the liver, heart, lung, spleen and the kidney. Thus, supplementation with DPA could be a source of EPA, DPA, and to a lesser extent DHA. Finally, compared to supplementation with EPA or DHA, DPA was the most potent n-3 LCPUFA to improve triglyceridemia and cholesterolemia in animals. This information will certainly contribute to a greater consideration of DPA both in nutritional studies and in the direction of future nutritional recommendations. The second area of research focused on the ability of a partial incorporation of dairy lipids in the diet to increase the tissue status in n-3 LCPUFA. Incorporation of dairy lipids in the diet increased DHA status in brain and retina and DPA status in the other studied tissues. In addition, the induction of conversion of n-3 LCPUFA from their precursor by dairy lipid was complementary with the DPA supplementation to increase n-3 LCPUFA status in tissues. These results fit into a context of infant nutrition, during which the incorporation of n-3 LCPUFA is maximal in nervous tissues. Thus, these results provide interesting data for both companies and health professionals to recommend infant formulas containing dairy lipids for consumption.
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Elucidating the metabolism of n-3 polyunsaturated fatty acids and formation of bioactive lipid mediators in human skinKiezel-Tsugunova, Magdalena January 2017 (has links)
Human skin has distinct lipid metabolism and production of bioactive lipid mediators that can be modulated by nutritional supplementation with omega-3 polyunsaturated fatty acids (n-3 PUFA), of which eicosapentaenoic (EPA) and docosahexaenoic (DHA) acids exert anti-inflammatory effects. The aims of this project were to gain better understanding of their individual mechanisms in human epidermis and dermis. HaCaT keratinocytes, 46BR.1N fibroblasts, primary human epidermal keratinocytes and dermal fibroblasts were treated with EPA or DHA for 72h and then sham-irradiated or exposed to 15 mJ/cm2 ultraviolet radiation (UVR). Viability was measured by the MTT assay. The expression of cyclooxygenase-2 (COX-2), microsomal prostaglandin synthase-1 (mPGES-1) and 15-hydroxyprostaglandin dehydrogenase (15-PGDH) proteins was explored by western blotting. Human skin explants (n=4 donors) were cultured for 3 or 6 days and supplemented with EPA, DHA or vehicle. Culture media were collected to evaluate tissue damage and PUFA cytotoxicity (lactate dehydrogenase assay). Epidermal and dermal lipid profiles were assessed by gas chromatography and liquid chromatography coupled to tandem mass spectrometry. Primary keratinocytes were treated with fatty acids and various lipid mediators for 48h. Their effect was determined by the scratch assay and transepithelial electrical resistance. UVR upregulated COX-2 in HaCaT and primary epidermal keratinocytes, but did not affect mPGES-1 and 15-PGDH protein expression. UVR upregulated COX-2 and mPGES-1 in 46BR.1N fibroblasts but had no effect on 15-PGDH expression. The same UVR dose did not alter the expression of COX-2, mPGES-1 and 15-PGDH in primary dermal fibroblasts. Only EPA attenuated COX-2 expression in HaCaT and primary keratinocytes and either EPA or DHA had any effect in 46BR.1N and primary fibroblasts. Skin explants showed initial post-biopsy tissue damage. EPA and DHA supplementation augmented cellular levels of the corresponding fatty acids in both epidermis and dermis to a different extent. Increased uptake of DHA in the dermis was accompanied by reduced arachidonic acid levels. EPA treatment stimulated the production of PGE3 and various HEPE in epidermis, while DHA treatment caused high levels of HDHA species in dermis. N-3 PUFA and their derivatives delayed wound healing, cell migration and epidermal barrier permeability, while n-6 PUFA lipids showed the opposite effect. Overall, these findings suggest that EPA and DHA differently affect skin cells and skin, with EPA preference in epidermis and DHA in the dermis. These results highlight the importance of differential skin responses that could be important in skin health and disease.
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Efeitos de diferentes glicocorticoides sobre as vias moleculares de regulação do trofismo muscular em ratos e o efeito do EPA/DHA na atrofia muscular induzida pela dexametasona / Effects of different glucocorticoids on molecular pathways regulating muscle trophism in rats and the effect of EPA / DHA on muscle atrophy induced by dexamethasoneAlan Fappi 04 June 2018 (has links)
Várias condições podem estar relacionadas com a atrofia muscular, tais como inatividade, envelhecimento, septicemia, diabetes, câncer e uso de glicocorticoides. Em tentativa prévia de prevenir tal condição catabólica secundário ao uso de glicocorticoide, através da suplementação de ômega-3 (N-3), observamos um agravamento da atrofia muscular, afetando mais tipos de fibras musculares, usualmente poupadas pelo glicocorticoide, fibras tipo 1 por exemplo. Entretanto, não foi possível determinar quais as propriedades dessa interação. Portanto, o objetivo deste estudo foi de avaliar a ação do Ômega-3 associada a dexametasona e de diferentes glicocorticoides em dose equipotente sobre o peso corporal; área de secção transversa muscular; perfil de ácidos graxos; expressão gênica de fatores de transcrição musculares e atrogenes (Atrogina 1 e MuRF-1); expressão proteica de componentes das vias do IGF-1/Akt/mTOR, Ras/Raf/MEK/ERK e Miostatina/Smad2/3; e expressão de receptores de glicocorticoides na musculatura esquelética de ratos. Metodologia: Ratos Wistar suplementados ou não com ômega-3 (100mg/kg/dia de EPA) por 40 dias receberam dexametasona (DX) subcutânea (2,5 e 1,25mg/kg/dia) nos últimos 10 dias de suplementação. Para estudo dos demais glicocorticoides, ratos sem suplementação receberam deflazacorte (DC), metilprednisolona (MP) em dose/volume equipotente ao de dexametasona (DC 10 e 20mg/kg/dia e MP6,7 e 13,3mg/kg/dia) por 10 dias. Constituindo 10 grupos: CT, N-3, DX1,25, DX2,5, DX1,25+N-3, DX2,5+N-3, MP6, MP13, DC10 e DC20. Através de estudo histológico, imuno-histoquímico, PCR em tempo real e Western blotting, foram avaliados a área transversa dos diferentes tipos de fibras musculares; a expressão de receptor de glicocorticoide na fibra muscular; a expressão gênica dos atrogenes e fatores de transcrição; expressão de proteínas das vias IGF-1, Miostatina e MEK/ERK. Resultados: A administração de N-3 influenciou a atrofia por DX causando maior atrofia em fibras do tipo 1 e 2A, aumento na expressão proteica de FoxO3a total, P-Smad3, LC3-II e gênica (mRNA) de REDD-1, Atrogina-1/MAFbx. De forma isolada o ômega-3 reduziu a expressão de P-FoxO3a, PGC1alfa, a quantidade de ácido araquidônico e a expressão de mRNA do IRS-1 com aumento na expressão de LC3-II. A comparação entre glicocorticoides mostrou que a MP (13mg/kg/dia) acarretou maior impacto no peso corporal e muscular; o DC (10mg/kg/dia) causou menor atrofia em fibras 2B em relação aos demais glicocorticoides. A DX causou maior impacto sobre o Akt total em comparação com os demais glicocorticoides, em P-Akt o grupo DX1,25 teve menor expressão em relação a outros glicocorticoides em dose equipotente. Todos os glicocorticoides afetaram a expressão de P-FOXO3a. Na expressão de ERK1/2 e P-ERK1/2, MP6 foi o grupo com maior prejuízo à fosforilação em relação aos demais em dose equipotente. Já na avaliação da via Miostatina/Smad2/3 os grupos MP 6, MP13 e DC20 mostraram maior expressão de Smad2/3 total e P-Smad3. A expressão gênica de REDD-1 e MYOD foi aumentada nos grupos MP6 e MP13 em relação aos demais grupos; REDD2 no grupo DC20 foi menor em relação ao grupo DX2,5. A expressão de Miostatina foi menor nos grupos DX2,5 e DC20, sendo o DC a droga com menor impacto sobre os atrogenes MuRF-1 e Atrogina-1. DX1,25 e DX2,5 causaram menor expressão de IRS-1 entre os grupos de glicocorticoides. Conclusões: Ômega-3 pode aumentar a atrofia muscular causada por DX em fibras 1 e 2A, possivelmente relacionado com aumento da expressão de FoxO3a, REDD-1 e Atrogina-1, diminuição na expressão de PGC1alfa e P-FoxO3a, nas quantidades de ácido araquidônico com aumento da atividade lisossomal. Comparando diferentes glicocorticoides, a MP tende a produzir maior impacto nos pesos corporal e muscular, o DC é menos prejudicial as fibras do tipo 2B, entretanto, afeta predominantemente fibras do tipo 1, da mesma forma que a DX na dosagem de 1,25mg/kg/dia. A DX tende a afetar mais a expressão de Akt total e fosforilado que os demais glicocorticoides. A MP afeta mais a via Ras/Raf/MEK/ERK e expressão de REDD-1 em relação aos demais glicocorticoides, e o DC e MP mostram maior expressão de Smad2/3 total e fosforilada em relação ao DX após 10 dias de administração / Several conditions may be related to muscle atrophy, such as inactivity, aging, septicemia, diabetes, cancer and use of glucocorticoids. In a previous attempt to prevent such glucocorticoid catabolic condition, through the supplementation of omega-3 (N-3), we observed a worsening of muscular atrophy, affecting more types of muscle fibers, usually spared by glucocorticoid, type 1 fibers for example. However, it was not possible to determine the properties of this interaction. Therefore, the objective of this study was to evaluate the action of omega-3 associated with dexamethasone and different glucocorticoids in equipotent dose on body weight; muscle cross-sectional area; fatty acid profile; gene expression of muscle transcription factors and atrogenes (Atrogin-1 and MuRF-1); protein expression of IGF-1/Akt/mTOR, Ras/Raf/MEK/ERK and Myostatin/Smad2/3 pathways components; and expression of glucocorticoid receptors in the skeletal musculature of rats. Methods: Wistar rats given orally or not with omega-3 (100mg/kg/day of EPA) for 40 days received subcutaneous dexamethasone (DX) (2.5 or 1.25mg/kg/day) during the last 10 days of supplementation. For the other glucocorticoids, rats without supplementation received deflazacorte (DC) or methylprednisolone (MP) in dose/volume equivalent to that of dexamethasone (DC 10 or 20mg/kg/day and MP6.7 or 13.3mg/kg/day) for 10 days. Comprising 10 groups: CT, N-3, DX1.25, DX2.5, DX1.25 + N-3, DX2.5 + N-3, MP6, MP13, DC10 and DC20. Through histological, immunohistochemical, real-time PCR and Western blotting, we evaluated the transverse area of the different muscle fibers; the expression of glucocorticoid receptor; the gene expression of atrogenes and transcription factors; protein expression of the IGF-1, Myostatin and MEK/ERK pathways. Results: N-3 administration influenced DEXA atrophy causing increased atrophy in type 1 and 2A fibers, increased protein expression of total FoxO3a, P-Smad3, LC3-II, and REDD-1 gene (mRNA), Atrogin-1/MAFbx isolated omega-3 reduced the expression of P-FoxO3a, PGC1alpha, the amount of arachidonic acid and the expression of IRS-1 mRNA with increased expression of LC3-II. The comparison between glucocorticoids showed that MP13 had a greater impact on body and muscle weight; the DC10 caused less atrophy in 2B fibers in relation to the other glucocorticoids. DX, caused greater impact on total Akt compared to the other glucocorticoids, in P-Akt the DX1,25 group had lower expression to other equipotent dose glucocorticoids. All glucocorticoids affect the expression of P-FOXO3a. In the of ERK1/2 and P-ERK1/2 protein expression, the MP6 was the group with the greatest damage to the phosphorylation in relation to the others in equipotent dose. In the evaluation of the Myostatin/Smad2/3 pathway MP 6, MP13 and DC20 showed higher expression of total Smad2/3 and P-Smad3. The gene expression of REDD-1 and MYOD was increased in the MP6 and MP13 groups compared to the other groups, REDD2 in the DC20 group was lower in relation to the DX2.5 group. Myostatin expression was lower in the DX2.5 and DC20 groups, with DC being the drug with less impact on atrogenes MuRF-1 and Atrogin-1. DX1.25 and DX2.5 caused lower IRS-1 expression among the glucocorticoid groups. Conclusions: Omega-3 may increase muscle atrophy caused by DX in fibers 1 and 2A, possibly related to increased expression of FoxO3a, REDD-1 and Atrogin-1, decreased expression of PGC1alpha and P-FoxO3a, in the amounts of acid arachidonic with increased lysosomal activity. Comparing different glucocorticoids, MP tends to produce a greater impact on body and muscular weights, DC is less harmful to type 2B fibers, however, it predominantly affects type 1 fibers, in the same way as DX in the dosage of 1.25mg/kg/day. DX tends to affect total and phosphorylated Akt expression more than other glucocorticoids. MP affects more the Ras/Raf/MEK/ERK pathway and REDD-1 expression in relation to the other glucocorticoids, and DC and MP show a higher expression of total and phosphorylated Smad2/3 compared to DX after 10 days of administration
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Efeito do ácido docosahexaenoico (DHA) sobre eventos epigenéticos em diferentes linhagens de câncer de mama / Effect of docosahexaenoic acid (DHA) on epigenetic events in diferente breast cancer cell linesRita de Cássia Borges de Castro 09 September 2013 (has links)
Alterações epigenéticas, como metilação do DNA e modificações pós traducionais em histonas, tem importante papel na carcinogênese mamária. A modulação de eventos epigenéticos constitui relevante alvo terapêutico, devido ao seu caráter reversível. Experimentalmente, o ácido docosahexaenoico (DHA), um membro da família dos ácidos graxos ômega-3, é capaz de diminuir proliferação, induzir morte celular e diminuir o potencial invasivo de células tumorais de mama. No entanto, os mecanismos antitumorais do DHA e sua capacidade de modular eventos epigenéticos ainda não estão totalmente elucidados. Nosso objetivo foi verificar, in vitro, a ação do DHA em eventos epigenéticos em diferentes linhagens de carcinoma mamário humano. Três linhagens celulares de câncer de mama (MDA-MB-231, SKBR-3 e MCF-7) foram tratadas durante 72 horas com 100 ?M de DHA ou etanol (controle). As modificações pós traducionais em histonas, acetilação no resíduo de lisina 9 da histona 3 (H3K9ac) e no resíduo 16 da histona 4 (H4K16ac), bem como trimetilação no resíduo de lisina 9 da histona 3 (H3K9me3) e no resíduo de lisina 27 da histona 3 (H3K27me3) foram avaliadas pela técnica de western blot. A análise da expressão do genes RASSF1A, DNMT1, DNMT3A e DNMT3B foi feita pela técnica da reação em cadeia da polimerase quantitativa via transcriptase reversa (RT-qPCR). A avaliação do padrão de metilação de região promotora do gene RASSF1A foi realizada pela técnica de reação em cadeia da polimerase metilação específica (MS-PCR). Foram também analisadas as fases do ciclo celular por citometria de fluxo. Comparado ao controle, o DHA induziu a acetilação no resíduo 16 da histona 4 (H4K16ac) nas linhagens MCF7 (p = 0,04) e MDA-MB-231 (p = 0,03). Observamos que a H3K9me3 foi parcialmente inibida nas linhagens MDA-MB-231 e SKBR-3, após o tratamento com DHA, mas sem alcançar valor estatisticamente significante. Encontramos também diminuição dos níveis de H3K27me3 após o tratamento com DHA nas três linhagens estudadas, porém não foi estatisticamente significativo. O DHA aumentou a expressão do gene RASSF1A na linhagem MCF-7 (1,98 vezes, p = 0,03), mas não nas linhagens MDA-MB-231 e SKBR-3. Não houve mudanças estatisticamente significativas na expressão dos genes DNMT1, DNMT3A e DNMT3B. As análises qualitativas da metilação demonstraram que a região promotora analisada do gene RASSF1A apresentou-se hipermetilada nas três linhagens celulares. Após o tratamento com DHA, houve tendência de desmetilação na região promotora do RASSF1A na linhagem MCF-7 e SKBR3, mas não na linhagem MDA-MB-231. Não houve diferença significativa na porcentagem de morte e distribuição das células MDA-MB-231, SKBR-3 e MCF-7 nas diferentes fases do ciclo celular após tratamento com DHA. Em conclusão, o DHA pode atuar em mecanismos epigenéticos e, ainda, reativar o gene supressor de tumor, como RASSF1A, anteriormente silenciado por hipermetilação, em células MCF-7. Espera-se que esses resultados contribuam para melhor compreensão do potencial papel anticâncer do DHA no câncer de mama / Epigenetic changes, such as DNA methylation and post-translational histone modifications, play an important role in mammary tumorigenesis. Epigenetic events are important as therapeutic targets, because of its reversible nature. Experimentally, docosahexaenoic acid (DHA), a member of the omega-3 fatty acids family, can reduce proliferation, induce apoptosis and decrease the invasive potential of breast tumor cells. However, the antitumor mechanism of DHA and its ability to modulate epigenetic events are not completely understood. Our objective was to verify, in vitro, the action of DHA in epigenetic events related to transcriptional reactivation of tumor suppressor gene, such as RASSF1A, in different human breast cancer cell lines. Three breast cancer cell lines (MCF-7, MDA-MB-231, SKBR-3) were treated with DHA (100 ?M) or vehicle (ethanol) for 72 hours. Western blot was used to analyze histone modification, as histone H3 lysine 9 (H3K9ac) and histone H4 lysine 16 (H4K16ac) acetylation, H3K9 trimethylation (H3K9me3) and H3K27 trimethylation (H3K27me3). Real time quantitative PCR (RT-qPCR) was performed for gene expression quantification of RASSF1A, DNMT1, DNMT3A and DNMT3B. DNA methylation of the promoter region of RASSF1A was evaluated by methylation specific PCR (MS-PCR). Moreover, we evaluated the phases of the cell cycle by flow cytometry. Compared to control cells, DHA induced H4K16ac in MCF-7 (p=0.04) and MDA-MB-231 (p=0.03). We observed that H3K9me3 was partially inhibited in MDA-MB-231 and SKBR-3 cells, after treatment with DHA, but did not reach a statistically significant value. We also found decreased levels of H3K27me3 after treatment with DHA in the three cell lines studied, but not statistically significant. DHA increased RASSF1A expression on MCF-7 (1.98 fold; p=0.03), but not in MDA-MB-231 and in SKBR-3 cells. There were no statistically significant changes in expression of genes DNMT1, DNMT3A and DNMT3B. These three breast cancer cells lines show methylation in specific region of RASSF1A promoter. DHA treatment increased RASSF1A promoter region hypomethylation in MCF-7 and SKBR-3. No significant difference was observed in the percentage of cell death nor cell distribution of MDA-MB-231, SKBR-3 and MCF-7 at different stages of the cell cycle after treatment with DHA. In conclusion, we suggest that DHA may act beneficially in epigenetic mechanisms and reactivation of tumor suppressor gene, RASSF1A as previously silenced by hypermethylation. It is hoped that these results can contribute to better understanding of the anticancer role of DHA in breast cancer
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Régulation du canal sodium épithélial par les acides gras polyinsaturés n-3 / Epithelial sodium channel and n-3 polyunsatured fatty acids.Mies, Frédérique 29 February 2008 (has links)
I. DESCRIPTION DE PROJET DE RECHERCHE<p><p>Le canal sodium épithélial bloquable par l’amiloride (ENaC) est une protéine intégrale de la membrane apicale des épithéliums impliqués dans l’absorption du sodium. Deux fonctions majeures sont directement liées au fonctionnement d’ENaC. D’une part, la régulation de la balance sodée par le rein et donc de la pression artérielle et d’autre part, la clairance du fluide alvéolaire pulmonaire.<p>Le transport vectoriel de sel et d’eau à travers ces épithéliums à jonctions serrées repose sur un transport actif de sodium entraînant un flux osmotique d’eau. Ce transport de sodium s’effectue en deux étapes: l’entrée apicale, par diffusion, facilitée via ENaC, et la sortie basolatérale, active, par les pompes Na+/K+ ATPases.<p><p>Ces dernières années, un intérêt grandissant est porté sur les acides gras polyinsaturés à longues chaînes de type oméga 3 (PUFAs) et leurs implications dans divers processus physiologiques. Entre autres effets, les PUFAs modulent différents types de canaux ioniques (canaux Na+ dépendant du voltage, Ca++ L-type, K+).<p>Les études in vivo impliquant un effet à long terme des PUFAs décrivent des mécanismes inhibiteurs. Cependant, lors d’une étude précédente, axée sur la composition lipidique des membranes de cellules rénales en culture et l’influence de l’ajout d’acides gras saturés et insaturés sur le transport du sodium, nous avons constaté que les acides gras polyinsaturés à longues chaînes de type oméga 3 augmentaient la réabsorption du sodium. Ces résultats pourraient être intéressants, car les canaux sodiques de l’épithélium alvéolaire sont en contact direct avec le surfactant, dont la composition lipidique varie en fonction de l’apport alimentaire en PUFAs. Chez les prématurés humains, le syndrome de détresse respiratoire est une des causes les plus fréquentes de mortalité. Dans un certain nombre de cas, on peut restaurer une fonction pulmonaire satisfaisante par l’administration de surfactant.<p><p>Dans ce travail, nous avons opté pour une approche fondamentale des mécanismes de régulation du canal sodium épithélial par l’acide eicosapentanoïque (EPA, C 20:5, n-3). Des études électrophysiologiques, biochimiques et d’imagerie cellulaire ont été réalisées sur la lignée cellulaire A6 de rein d’amphibien, qui sert d’épithélium modèle pour l’étude d’ENaC depuis plus de 25 ans. Cette lignée exprime des canaux sodiques très sélectifs et possède des propriétés électrophysiologiques facilitant l’étude de leur régulation.<p><p>Ce travail nous a permis de mettre en évidence de nouveaux mécanismes fondamentaux dont la pertinence physiologique et /ou clinique ne pourra être établie qu’en transposant cette étude sur un modèle in vivo, comme nous le proposons dans les perspectives.<p><p>Dans le présent travail, nous avons étudié :<p><p>1.\ / Doctorat en Sciences biomédicales et pharmaceutiques / info:eu-repo/semantics/nonPublished
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Prédiction du risque de DMLA : identification de nouveaux biomarqueurs et modélisation du risque / AMD risk prediction : identification of new biomarkers and risk modelingAjana, Soufiane 04 November 2019 (has links)
La dégénérescence maculaire liée à l’âge (DMLA) est la première cause de cécité dans les pays industrialisés. C’est une maladie complexe et multifactorielle ayant des conséquences majeures sur la qualité de vie des personnes atteintes. De nombreux facteurs de risque, génétiques et non génétiques, jouent un rôle important dans la pathogénèse des stades avancés de la DMLA. Les modèles de prédiction développés à ce jour reposent sur un nombre limité de ces facteurs, et sont encore peu utilisés dans la pratique clinique.Ce travail de thèse avait pour premier objectif d’identifier de nouveaux biomarqueurs circulants du risque de DMLA. Ainsi, à partir d’une étude post-mortem basée sur une approche de lipidomique, nous avons identifié les composés lipidiques sanguins les plus prédictifs des concentrations rétiniennes en acides gras polyinsaturés omégas 3 (AGPI w-3). Nous avons développé un modèle de prédiction basé sur 7 espèces de lipides des esters de cholestérol. Ce modèle, obtenu en combinant pénalisation et réduction de la dimension, a ensuite été validé dans des études cas-témoins de DMLA et dans un essai clinique randomisé de supplémentation en AGPI w-3. Ces biomarqueurs pourraient être utiles pour l’identification des personnes à haut risque de DMLA, qui pourraient ainsi bénéficier d’une supplémentation en AGPI w-3.Le deuxième objectif de cette thèse était de développer un modèle de prédiction du risque de progression vers une DMLA avancée à partir de facteurs de risque génétiques, phénotypiques et environnementaux. Une originalité de notre travail a été d’utiliser une méthode de régression pénalisée – un algorithme d’apprentissage automatique – dans un cadre de survie afin de tenir compte de la multicollinéarité entre les facteurs de risque. Nous avons également pris en compte la censure par intervalle et le risque compétitif du décès via un modèle à 3 états sain-malade-mort. Nous avons ensuite validé ce modèle sur une étude indépendante en population générale.Il serait intéressant de valider ce modèle de prédiction dans d’autres études indépendantes en y incluant les biomarqueurs circulants identifiés à partir de l’étude de lipidomique effectuée dans le cadre de cette thèse. Le but final serait d’intégrer cet outil prédictif dans la pratique clinique afin de rendre la médecine de précision une réalité pour les patients atteints de DMLA dans le futur proche. / Age-related macular degeneration (AMD) is the leading cause of blindness in industrialized countries. AMD is a complex and multifactorial disease with major consequences on the quality of life. Numerous genetic and non-genetic risk factors play an important role in the pathogenesis of the advanced stages of AMD. Existing prediction models rely on a restricted set of risk factors and are still not widely used in the clinical routine.The first objective of this work was to identify new circulating biomarkers of AMD’s risk using a lipidomics approach. Based on a post-mortem study, we identified the most predictive circulating lipids of retinal content in omega-3 polyunsaturated fatty acids (w-3 PUFAs). We combined penalization and dimension reduction to establish a prediction model based on plasma concentration of 7 cholesteryl ester species. We further validated this model on case-control and interventional studies. These biomarkers could help identify individuals at high risk of AMD who could be supplemented with w-3 PUFAs.The second objective of this thesis was to develop a prediction model for advanced AMD. This model incorporated a wide set of phenotypic, genotypic and lifestyle risk factors. An originality of our work was to use a penalized regression method – a machine learning algorithm – in a survival framework to handle multicollinearities among the risk factors. We also accounted for interval censoring and the competing risk of death by using an illness-death model. Our model was then validated on an independent population-based cohort.It would be interesting to integrate the circulating biomarkers identified in the lipidomics study to our prediction model and to further validate it on other external cohorts. This prediction model can be used for patient selection in clinical trials to increase their efficiency and paves the way towards making precision medicine for AMD patients a reality in the near future.
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Bioprocessing of soybean seed-coats for production of proteins & omega-3 fatty acids using Pythium isolatesBurkey, Carren Nyambare 10 August 2020 (has links)
No description available.
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