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1.
Nature ; 584(7821): 393-397, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32814886

RESUMO

The rate of global-mean sea-level rise since 1900 has varied over time, but the contributing factors are still poorly understood1. Previous assessments found that the summed contributions of ice-mass loss, terrestrial water storage and thermal expansion of the ocean could not be reconciled with observed changes in global-mean sea level, implying that changes in sea level or some contributions to those changes were poorly constrained2,3. Recent improvements to observational data, our understanding of the main contributing processes to sea-level change and methods for estimating the individual contributions, mean another attempt at reconciliation is warranted. Here we present a probabilistic framework to reconstruct sea level since 1900 using independent observations and their inherent uncertainties. The sum of the contributions to sea-level change from thermal expansion of the ocean, ice-mass loss and changes in terrestrial water storage is consistent with the trends and multidecadal variability in observed sea level on both global and basin scales, which we reconstruct from tide-gauge records. Ice-mass loss-predominantly from glaciers-has caused twice as much sea-level rise since 1900 as has thermal expansion. Mass loss from glaciers and the Greenland Ice Sheet explains the high rates of global sea-level rise during the 1940s, while a sharp increase in water impoundment by artificial reservoirs is the main cause of the lower-than-average rates during the 1970s. The acceleration in sea-level rise since the 1970s is caused by the combination of thermal expansion of the ocean and increased ice-mass loss from Greenland. Our results reconcile the magnitude of observed global-mean sea-level rise since 1900 with estimates based on the underlying processes, implying that no additional processes are required to explain the observed changes in sea level since 1900.


Assuntos
Temperatura Alta , Camada de Gelo/química , Água do Mar/análise , Água do Mar/química , Monitoramento Ambiental , Aquecimento Global/estatística & dados numéricos , Groenlândia , História do Século XX , História do Século XXI , Probabilidade , Incerteza
2.
Nature ; 568(7753): 477-486, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-31019318

RESUMO

Machines powered by artificial intelligence increasingly mediate our social, cultural, economic and political interactions. Understanding the behaviour of artificial intelligence systems is essential to our ability to control their actions, reap their benefits and minimize their harms. Here we argue that this necessitates a broad scientific research agenda to study machine behaviour that incorporates and expands upon the discipline of computer science and includes insights from across the sciences. We first outline a set of questions that are fundamental to this emerging field and then explore the technical, legal and institutional constraints on the study of machine behaviour.


Assuntos
Inteligência Artificial , Inteligência Artificial/legislação & jurisprudência , Inteligência Artificial/tendências , Humanos , Motivação , Robótica
3.
Nature ; 563(7732): 551-554, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30464265

RESUMO

Global-mean sea-level rise (GMSLR) during the twentieth century was primarily caused by glacier and ice-sheet mass loss, thermal expansion of ocean water and changes in terrestrial water storage1. Whether based on observations2 or results of climate models3,4, however, the sum of estimates of each of these contributions tends to fall short of the observed GMSLR. Current estimates of the glacier contribution to GMSLR rely on the analysis of glacier inventory data, which are known to undersample the smallest glacier size classes5,6. Here we show that from 1901 to 2015, missing and disappeared glaciers produced a sea-level equivalent (SLE) of approximately 16.7 to 48.0 millimetres. Missing glaciers are those small glaciers that we expect to exist today, owing to regional analyses and theoretical scaling relationships, but that are not represented in the inventories. These glaciers contributed approximately 12.3 to 42.7 millimetres to the historical SLE. Additionally, disappeared glaciers (those that existed in 1901 but had melted away by 2015, and that therefore cannot be included in modern global glacier inventories) made an estimated contribution of between 4.4 and 5.3 millimetres. Failure to consider these uncharted glaciers may be an important cause of difficulties in closing the GMSLR budget during the twentieth century: their contribution is on average between 0.17 and 0.53 millimetres of SLE per year, compared to a budget discrepancy of about 0.5 millimetres of GMSLR per year between 1901 and 1990. Although the uncharted glaciers will have a minimal role in sea-level rise in the future, and are less important after 1990, these findings imply that undiscovered physical processes are not required to close the historical sea-level budget.

4.
Am J Physiol Endocrinol Metab ; 321(5): E714-E727, 2021 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-34658252

RESUMO

Inappropriate activation of the renin-angiotensin system decreases glucose uptake in peripheral tissues. Chronic angiotensin receptor type 1 (AT1) blockade (ARB) increases glucose uptake in skeletal muscle and decreases the abundance of large adipocytes and macrophage infiltration in adipose. However, the contributions of each tissue to the improvement in hyperglycemia in response to AT1 blockade are not known. Therefore, we determined the static and dynamic responses of soleus muscle, liver, and adipose to an acute glucose challenge following the chronic blockade of AT1. We measured adipocyte morphology along with TNF-α expression, F4/80- and CD11c-positive cells in adipose and measured insulin receptor (IR) phosphorylation and AKT phosphorylation in soleus muscle, liver, and retroperitoneal fat before (T0), 60 (T60) and 120 (T120) min after an acute glucose challenge in the following groups of male rats: 1) Long-Evans Tokushima Otsuka (LETO; lean control; n = 5/time point), 2) obese Otsuka Long Evans Tokushima Fatty (OLETF; n = 7 or 8/time point), and 3) OLETF + ARB (ARB; 10 mg olmesartan/kg/day; n = 7 or 8/time point). AT1 blockade decreased adipocyte TNF-α expression and F4/80- and CD11c-positive cells. In retroperitoneal fat at T60, IR phosphorylation was 155% greater in ARB than in OLETF. Furthermore, in retroperitoneal fat AT1 blockade increased glucose transporter-4 (GLUT4) protein expression in ARB compared with OLETF. IR phosphorylation and AKT phosphorylation were not altered in the liver of OLETF, but AT1 blockade decreased hepatic Pck1 and G6pc1 mRNA expressions. Collectively, these results suggest that chronic AT1 blockade improves obesity-associated hyperglycemia in OLETF rats by improving adipocyte function and by decreasing hepatic glucose production via gluconeogenesis.NEW & NOTEWORTHY Inappropriate activation of the renin-angiotensin system increases adipocyte inflammation contributing to the impairment in adipocyte function and increases hepatic Pck1 and G6pc1 mRNA expression in response to a glucose challenge. Ultimately, these effects may contribute to the development of glucose intolerance.


Assuntos
Tecido Adiposo/efeitos dos fármacos , Bloqueadores do Receptor Tipo 1 de Angiotensina II/farmacologia , Inflamação/prevenção & controle , Fígado/efeitos dos fármacos , Obesidade , Adipócitos/efeitos dos fármacos , Adipócitos/metabolismo , Adipócitos/patologia , Tecido Adiposo/metabolismo , Tecido Adiposo/patologia , Bloqueadores do Receptor Tipo 1 de Angiotensina II/uso terapêutico , Animais , Expressão Gênica/efeitos dos fármacos , Glucose-6-Fosfatase/genética , Glucose-6-Fosfatase/metabolismo , Imidazóis/farmacologia , Imidazóis/uso terapêutico , Inflamação/genética , Inflamação/metabolismo , Inflamação/patologia , Peptídeos e Proteínas de Sinalização Intracelular/genética , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Fígado/metabolismo , Masculino , Obesidade/complicações , Obesidade/tratamento farmacológico , Obesidade/genética , Obesidade/metabolismo , Fosfoenolpiruvato Carboxiquinase (GTP)/genética , Fosfoenolpiruvato Carboxiquinase (GTP)/metabolismo , Ratos , Ratos Endogâmicos OLETF , Ratos Long-Evans , Receptor Tipo 1 de Angiotensina/metabolismo , Tetrazóis/farmacologia , Tetrazóis/uso terapêutico
5.
Clin Exp Pharmacol Physiol ; 47(3): 422-431, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31675433

RESUMO

Insulin resistance increases renal oxidant production by upregulating NADPH oxidase 4 (Nox4) expression contributing to oxidative damage and ultimately albuminuria. Inhibition of the renin-angiotensin system (RAS) and activation of glucagon-like peptide-1 (GLP-1) receptor signalling may reverse this effect. However, whether angiotensin receptor type 1 (AT1) blockade and GLP-1 receptor activation improve oxidative damage and albuminuria through different mechanisms is not known. Using insulin-resistant Otsuka Long-Evans Tokushima Fatty (OLETF) rats, we tested the hypothesis that simultaneous blockade of AT1 and activation of GLP-1r additively decrease oxidative damage and urinary albumin excretion (Ualb V) in the following groups: (a) untreated, lean LETO (n = 7), (b) untreated, obese OLETF (n = 9), (c) OLETF + angiotensin receptor blocker (ARB; 10 mg olmesartan/kg/d; n = 9), (d) OLETF + GLP-1 mimetic (EXE; 10 µg exenatide/kg/d; n = 7) and (e) OLETF + ARB +exenatide (Combo; n = 6). Mean kidney Nox4 protein expression and nitrotyrosine (NT) levels were 30% and 46% greater, respectively, in OLETF compared with LETO. Conversely, Nox4 protein expression and NT were reduced to LETO levels in ARB and EXE, and Combo reduced Nox4, NT and 4-hydroxy-2-nonenal levels by 21%, 27% and 27%, respectively. At baseline, Ualb V was nearly double in OLETF compared with LETO and increased to nearly 10-fold greater levels by the end of the study. Whereas ARB (45%) and EXE (55%) individually reduced Ualb V, the combination completely ameliorated the albuminuria. Collectively, these data suggest that AT1 blockade and GLP-1 receptor activation reduce renal oxidative damage similarly during insulin resistance, whereas targeting both signalling pathways provides added benefit in restoring and/or further ameliorating albuminuria in a model of diet-induced obesity.


Assuntos
Albuminúria/metabolismo , Bloqueadores do Receptor Tipo 1 de Angiotensina II/administração & dosagem , Fármacos Antiobesidade/administração & dosagem , Receptor do Peptídeo Semelhante ao Glucagon 1/metabolismo , Resistência à Insulina/fisiologia , Obesidade/metabolismo , Albuminúria/tratamento farmacológico , Animais , Exenatida/administração & dosagem , Receptor do Peptídeo Semelhante ao Glucagon 1/agonistas , Masculino , Obesidade/tratamento farmacológico , Ratos , Ratos Endogâmicos OLETF , Ratos Long-Evans
6.
Pharmacol Rev ; 67(3): 564-600, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26071095

RESUMO

Amylin is a pancreatic ß-cell hormone that produces effects in several different organ systems. Here, we review the literature in rodents and in humans on amylin research since its discovery as a hormone about 25 years ago. Amylin is a 37-amino-acid peptide that activates its specific receptors, which are multisubunit G protein-coupled receptors resulting from the coexpression of a core receptor protein with receptor activity-modifying proteins, resulting in multiple receptor subtypes. Amylin's major role is as a glucoregulatory hormone, and it is an important regulator of energy metabolism in health and disease. Other amylin actions have also been reported, such as on the cardiovascular system or on bone. Amylin acts principally in the circumventricular organs of the central nervous system and functionally interacts with other metabolically active hormones such as cholecystokinin, leptin, and estradiol. The amylin-based peptide, pramlintide, is used clinically to treat type 1 and type 2 diabetes. Clinical studies in obesity have shown that amylin agonists could also be useful for weight loss, especially in combination with other agents.


Assuntos
Diabetes Mellitus Tipo 1/tratamento farmacológico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Polipeptídeo Amiloide das Ilhotas Pancreáticas/metabolismo , Animais , Diabetes Mellitus Tipo 1/metabolismo , Diabetes Mellitus Tipo 2/metabolismo , Metabolismo Energético/fisiologia , Humanos , Hipoglicemiantes/farmacologia , Hipoglicemiantes/uso terapêutico , Polipeptídeo Amiloide das Ilhotas Pancreáticas/farmacologia , Polipeptídeo Amiloide das Ilhotas Pancreáticas/uso terapêutico , Redução de Peso/efeitos dos fármacos
7.
Am J Physiol Regul Integr Comp Physiol ; 306(7): R490-8, 2014 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-24477544

RESUMO

Glucagon-like peptide 1 receptors (GLP-1R) are expressed in multiple tissues and activation results in metabolic benefits including enhanced insulin secretion, slowed gastric emptying, suppressed food intake, and improved hepatic steatosis. Limited and inconclusive knowledge exists regarding whether the effects of chronic exposure to a GLP-1R agonist are solely mediated via this receptor. Therefore, we examined 3-mo dosing of exenatide in mice lacking a functional GLP-1R (Glp1r(-/-)). Exenatide (30 nmol · kg(-1) · day(-1)) was infused subcutaneously for 12 wk in Glp1r(-/-) and wild-type (Glp1r(+/+)) control mice fed a high-fat diet. Glycated hemoglobin A1c (HbA1c), plasma glucose, insulin, amylase, lipase, alanine aminotransferase (ALT), aspartate aminotransferase (AST), body weight, food intake, terminal hepatic lipid content (HLC), and plasma exenatide levels were measured. At the end of the study, oral glucose tolerance test (OGTT) and rate of gastric emptying were assessed. Exenatide produced no significant changes in Glp1r(-/-) mice at study end. In contrast, exenatide decreased body weight, food intake, and glucose in Glp1r(+/+) mice. When compared with vehicle, exenatide reduced insulin, OGTT glucose AUC0-2h, ALT, and HLC in Glp1r(+/+) mice. Exenatide had no effect on plasma amylase or lipase levels. Exenatide concentrations were approximately eightfold higher in Glp1r(-/-) versus Glp1r(+/+) mice after 12 wk of infusion, whereas renal function was similar. These data support the concept that exenatide requires a functional GLP-1R to exert chronic metabolic effects in mice, and that novel "GLP-1" receptors may not substantially contribute to these changes. Differential exenatide plasma levels in Glp1r(+/+) versus Glp1r(-/-) mice suggest that GLP-1R may play an important role in plasma clearance of exenatide and potentially other GLP-1-related peptides.


Assuntos
Hipoglicemiantes/farmacologia , Peptídeos/farmacologia , Receptores de Glucagon/agonistas , Peçonhas/farmacologia , Alanina Transaminase/sangue , Amilases/sangue , Animais , Aspartato Aminotransferases/sangue , Biomarcadores/sangue , Glicemia/efeitos dos fármacos , Glicemia/metabolismo , Peso Corporal/efeitos dos fármacos , Ingestão de Alimentos/efeitos dos fármacos , Exenatida , Esvaziamento Gástrico/efeitos dos fármacos , Taxa de Filtração Glomerular/efeitos dos fármacos , Receptor do Peptídeo Semelhante ao Glucagon 1 , Hemoglobinas Glicadas/metabolismo , Hipoglicemiantes/administração & dosagem , Hipoglicemiantes/sangue , Infusões Subcutâneas , Insulina/sangue , Lipase/sangue , Fígado/efeitos dos fármacos , Fígado/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Peptídeos/administração & dosagem , Peptídeos/sangue , Receptores de Glucagon/genética , Receptores de Glucagon/metabolismo , Fatores de Tempo , Peçonhas/administração & dosagem , Peçonhas/sangue
8.
Am J Physiol Gastrointest Liver Physiol ; 302(8): G762-72, 2012 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-22268099

RESUMO

These preclinical studies aimed to 1) increase our understanding the dietary induction of nonalcoholic steatohepatitis (NASH), and, 2) further explore the utility and mechanisms of glucagon-like peptide-1 receptor (GLP-1R) agonism in NASH. We compared the effects of a high trans-fat (HTF) or high lard fat (HLF) diet on key facets of nonalcoholic fatty liver disease (NAFLD)/NASH in Lep(ob)/Lep(ob) and C57BL6J (B6) mice. Although HLF-fed mice experienced overall greater gains in weight and adiposity, the addition of trans-fat better mirrored pathophysiological features of NASH (e.g., hepatomegaly, hepatic lipid, and fibrosis). Administration of AC3174, an exenatide analog, and GLP-1R agonist to Lep(ob)/Lep(ob) and B6 ameliorated hepatic endpoints in both dietary models. Next, we assessed whether AC3174-mediated improvements in diet-induced NASH were solely due to weight loss in HTF-fed mice. AC3174-treatment significantly reduced body weight (8.3%), liver mass (14.2%), liver lipid (12.9%), plasma alanine aminotransferase, and triglycerides, whereas a calorie-restricted, weight-matched group demonstrated only modest nonsignificant reductions in liver mass (9%) and liver lipid (5.1%) relative to controls. Treatment of GLP-1R-deficient (GLP-1RKO) mice with AC3174 had no effect on body weight, adiposity, liver or plasma indices pointing to the GLP-1R-dependence of AC3174's effects. Interestingly, the role of endogenous GLP-1Rs in NASH merits further exploration as the GLP-1RKO model was protected from the deleterious hepatic effects of HTF. Our pharmacological data further support the clinical evaluation of the utility of GLP-1R agonists for treatment of NASH.


Assuntos
Fígado Gorduroso/tratamento farmacológico , Peptídeos/uso terapêutico , Receptores de Glucagon/agonistas , Animais , Composição Corporal/fisiologia , Peso Corporal/efeitos dos fármacos , Dieta , Dieta com Restrição de Gorduras , Dieta Hiperlipídica , Determinação de Ponto Final , Fígado Gorduroso/induzido quimicamente , Fígado Gorduroso/metabolismo , Fígado Gorduroso/patologia , Expressão Gênica/efeitos dos fármacos , Receptor do Peptídeo Semelhante ao Glucagon 1 , Hormônios/sangue , Leptina/genética , Lipídeos/química , Fígado/metabolismo , Fígado/patologia , Testes de Função Hepática , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Camundongos Obesos , Hepatopatia Gordurosa não Alcoólica , Receptores de Glucagon/genética , Ácidos Graxos trans/farmacologia , Redução de Peso/efeitos dos fármacos
9.
Sci Adv ; 8(18): eabk2607, 2022 May 06.
Artigo em Inglês | MEDLINE | ID: mdl-35507657

RESUMO

Artificial intelligence (AI) and reinforcement learning (RL) have improved many areas but are not yet widely adopted in economic policy design, mechanism design, or economics at large. The AI Economist is a two-level, deep RL framework for policy design in which agents and a social planner coadapt. In particular, the AI Economist uses structured curriculum learning to stabilize the challenging two-level, coadaptive learning problem. We validate this framework in the domain of taxation. In one-step economies, the AI Economist recovers the optimal tax policy of economic theory. In spatiotemporal economies, the AI Economist substantially improves both utilitarian social welfare and the trade-off between equality and productivity over baselines. It does so despite emergent tax-gaming strategies while accounting for emergent labor specialization, agent interactions, and behavioral change. These results demonstrate that two-level, deep RL complements economic theory and unlocks an AI-based approach to designing and understanding economic policy.

10.
Sci Rep ; 12(1): 6666, 2022 04 23.
Artigo em Inglês | MEDLINE | ID: mdl-35461369

RESUMO

Body weight loss of ≥ 10% improves the metabolic derangements and liver disease in the majority of non-alcoholic steatohepatitis (NASH) patients, suggesting metabolic modulators may be effective in controlling disease. The pharmacodynamics of ALT-801, a GLP-1/glucagon receptor dual agonist optimized for NASH and weight loss, were compared to semaglutide (GLP-1 receptor agonist) and elafibranor (peroxisome proliferator-activated receptor, PPAR-α/δ, agonist) in a biopsy-confirmed, diet-induced obese (DIO) mouse model of NASH (DIO-NASH). Male C57BL/6J mice were fed Amylin Liver NASH (AMLN) diet for 32 weeks. Animals with biopsy-confirmed steatosis and fibrosis received ALT-801, semaglutide, elafibranor, or vehicle daily for 12 weeks while maintained on the AMLN diet. Study endpoints included body and liver weight, liver and plasma total cholesterol and triglycerides, plasma aminotransferases, histological analysis of liver steatosis, inflammation (galectin-3) and fibrosis (collagen type 1 alpha 1), and evaluation of individual animal changes in composite Non-alcoholic Fatty Liver Disease Activity Score (NAS), and fibrosis stage. ALT-801 demonstrated significant reductions in body weight (approx. 25%), plasma aminotransferases, plasma total cholesterol and liver triglycerides/total cholesterol in conjunction with improved liver steatosis, with greater reductions (p < 0.05) compared to semaglutide and elafibranor. ALT-801 significantly reduced the inflammation marker galectin-3 and the fibrosis marker collagen type 1 alpha 1 vs. vehicle (p < 0.05), with ALT-801 producing greater reductions in galectin-3 vs. elafibranor (p < 0.05). Importantly, all animals treated with ALT-801 significantly improved composite NAS compared to the active controls. This study provides evidence for a potential role for ALT-801 in the therapeutic treatment of NASH.


Assuntos
Interleucina-2 , Hepatopatia Gordurosa não Alcoólica , Receptores de Antígenos de Linfócitos T , Proteínas Recombinantes de Fusão , Animais , Colesterol/metabolismo , Colágeno/metabolismo , Modelos Animais de Doenças , Galectina 3/metabolismo , Glucagon/metabolismo , Peptídeo 1 Semelhante ao Glucagon/metabolismo , Inflamação/patologia , Interleucina-2/uso terapêutico , Fígado/metabolismo , Cirrose Hepática/patologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Obesos , Hepatopatia Gordurosa não Alcoólica/tratamento farmacológico , Hepatopatia Gordurosa não Alcoólica/etiologia , Hepatopatia Gordurosa não Alcoólica/metabolismo , Obesidade/metabolismo , Receptores de Antígenos de Linfócitos T/uso terapêutico , Receptores de Glucagon/metabolismo , Proteínas Recombinantes de Fusão/uso terapêutico , Transaminases/metabolismo , Triglicerídeos/metabolismo
11.
Proc Natl Acad Sci U S A ; 105(20): 7257-62, 2008 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-18458326

RESUMO

Body weight is regulated by complex neurohormonal interactions between endocrine signals of long-term adiposity (e.g., leptin, a hypothalamic signal) and short-term satiety (e.g., amylin, a hindbrain signal). We report that concurrent peripheral administration of amylin and leptin elicits synergistic, fat-specific weight loss in leptin-resistant, diet-induced obese rats. Weight loss synergy was specific to amylin treatment, compared with other anorexigenic peptides, and dissociable from amylin's effect on food intake. The addition of leptin after amylin pretreatment elicited further weight loss, compared with either monotherapy condition. In a 24-week randomized, double-blind, clinical proof-of-concept study in overweight/obese subjects, coadministration of recombinant human leptin and the amylin analog pramlintide elicited 12.7% mean weight loss, significantly more than was observed with either treatment alone (P < 0.01). In obese rats, amylin pretreatment partially restored hypothalamic leptin signaling (pSTAT3 immunoreactivity) within the ventromedial, but not the arcuate nucleus and up-regulated basal and leptin-stimulated signaling in the hindbrain area postrema. These findings provide both nonclinical and clinical evidence that amylin agonism restored leptin responsiveness in diet-induced obesity, suggesting that integrated neurohormonal approaches to obesity pharmacotherapy may facilitate greater weight loss by harnessing naturally occurring synergies.


Assuntos
Amiloide/agonistas , Amiloide/química , Leptina/metabolismo , Tecido Adiposo/metabolismo , Amiloide/metabolismo , Amiloide/farmacologia , Animais , Peso Corporal , Restrição Calórica , Modelos Animais de Doenças , Hormônios/metabolismo , Hipotálamo/metabolismo , Polipeptídeo Amiloide das Ilhotas Pancreáticas , Leptina/análogos & derivados , Leptina/farmacologia , Modelos Biológicos , Obesidade/genética , Obesidade/terapia , Consumo de Oxigênio , Ratos
12.
Top Cogn Sci ; 13(2): 414-432, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33829670

RESUMO

Collaboration requires agents to coordinate their behavior on the fly, sometimes cooperating to solve a single task together and other times dividing it up into sub-tasks to work on in parallel. Underlying the human ability to collaborate is theory-of-mind (ToM), the ability to infer the hidden mental states that drive others to act. Here, we develop Bayesian Delegation, a decentralized multi-agent learning mechanism with these abilities. Bayesian Delegation enables agents to rapidly infer the hidden intentions of others by inverse planning. We test Bayesian Delegation in a suite of multi-agent Markov decision processes inspired by cooking problems. On these tasks, agents with Bayesian Delegation coordinate both their high-level plans (e.g., what sub-task they should work on) and their low-level actions (e.g., avoiding getting in each other's way). When matched with partners that act using the same algorithm, Bayesian Delegation outperforms alternatives. Bayesian Delegation is also a capable ad hoc collaborator and successfully coordinates with other agent types even in the absence of prior experience. Finally, in a behavioral experiment, we show that Bayesian Delegation makes inferences similar to human observers about the intent of others. Together, these results argue for the centrality of ToM for successful decentralized multi-agent collaboration.


Assuntos
Algoritmos , Teorema de Bayes , Comportamento Cooperativo , Processos Grupais , Humanos , Intenção , Cadeias de Markov , Teoria da Mente
13.
PLoS One ; 16(3): e0249239, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33788878

RESUMO

Combinatorial gut hormone therapy is one of the more promising strategies for identifying improved treatments for metabolic disease. Many approaches combine the established benefits of glucagon-like peptide-1 (GLP-1) agonism with one or more additional molecules with the aim of improving metabolic outcomes. Recent attention has been drawn to the glucose-dependent insulinotropic polypeptide (GIP) system due to compelling pre-clinical evidence describing the metabolic benefits of antagonising the GIP receptor (GIPR). We rationalised that benefit might be accrued from combining GIPR antagonism with GLP-1 agonism. Two GIPR peptide antagonists, GIPA-1 (mouse GIP(3-30)NH2) and GIPA-2 (NαAc-K10[γEγE-C16]-Arg18-hGIP(5-42)), were pharmacologically characterised and both exhibited potent antagonist properties. Acute in vivo administration of GIPA-1 during an oral glucose tolerance test (OGTT) had negligible effects on glucose tolerance and insulin in lean mice. In contrast, GIPA-2 impaired glucose tolerance and attenuated circulating insulin levels. A mouse model of diet-induced obesity (DIO) was used to investigate the potential metabolic benefits of chronic dosing of each antagonist, alone or in combination with liraglutide. Chronic administration studies showed expected effects of liraglutide, lowering food intake, body weight, fasting blood glucose and plasma insulin concentrations while improving glucose sensitivity, whereas delivery of either GIPR antagonist alone had negligible effects on these parameters. Interestingly, chronic dual therapy augmented insulin sensitizing effects and lowered plasma triglycerides and free-fatty acids, with more notable effects observed with GIPA-1 compared to GIPA-2. Thus, the co-administration of both a GIPR antagonist with a GLP1 agonist uncovers interesting beneficial effects on measures of insulin sensitivity, circulating lipids and certain adipose stores that seem influenced by the degree or nature of GIP receptor antagonism.


Assuntos
Polipeptídeo Inibidor Gástrico/farmacologia , Peptídeo 1 Semelhante ao Glucagon/agonistas , Receptor do Peptídeo Semelhante ao Glucagon 1/antagonistas & inibidores , Glucose/metabolismo , Sequência de Aminoácidos , Animais , Glicemia/análise , Peso Corporal/efeitos dos fármacos , Dieta Hiperlipídica/veterinária , Ácidos Graxos/sangue , Polipeptídeo Inibidor Gástrico/química , Peptídeo 1 Semelhante ao Glucagon/metabolismo , Receptor do Peptídeo Semelhante ao Glucagon 1/metabolismo , Teste de Tolerância a Glucose , Secreção de Insulina , Liraglutida/farmacologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Curva ROC , Triglicerídeos/sangue
14.
Am J Physiol Endocrinol Metab ; 299(6): E1076-86, 2010 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-20923958

RESUMO

The risk of developing pancreatitis is elevated in type 2 diabetes and obesity. Cases of pancreatitis have been reported in type 2 diabetes patients treated with GLP-1 (GLP-1R) receptor agonists. To examine whether the GLP-1R agonist exenatide potentially induces or modulates pancreatitis, the effect of exenatide was evaluated in normal or diabetic rodents. Normal and diabetic rats received a single exenatide dose (0.072, 0.24, and 0.72 nmol/kg) or vehicle. Diabetic ob/ob or HF-STZ mice were infused with exenatide (1.2 and 7.2 nmol·kg(-1)·day(-1)) or vehicle for 4 wk. Post-exenatide treatment, pancreatitis was induced with caerulein (CRN) or sodium taurocholate (ST), and changes in plasma amylase and lipase were measured. In ob/ob mice, plasma cytokines (IL-1ß, IL-2, IL-6, MCP-1, IFNγ, and TNFα) and pancreatitis-associated genes were assessed. Pancreata were weighed and examined histologically. Exenatide treatment alone did not modify plasma amylase or lipase in any models tested. Exenatide attenuated CRN-induced release of amylase and lipase in normal rats and ob/ob mice but did not modify the response to ST infusion. Plasma cytokines and pancreatic weight were unaffected by exenatide. Exenatide upregulated Reg3b but not Il6, Ccl2, Nfkb1, or Vamp8 expression. Histological analysis revealed that the highest doses of exenatide decreased CRN- or ST-induced acute inflammation, vacuolation, and acinar single cell necrosis in mice and rats, respectively. Ductal cell proliferation rates were low and similar across all groups of ob/ob mice. In conclusion, exenatide did not modify plasma amylase and lipase concentrations in rodents without pancreatitis and improved chemically induced pancreatitis in normal and diabetic rodents.


Assuntos
Diabetes Mellitus Experimental/complicações , Pâncreas/efeitos dos fármacos , Pancreatite/tratamento farmacológico , Peptídeos/farmacologia , Peçonhas/farmacologia , Análise de Variância , Animais , Área Sob a Curva , Citocinas/metabolismo , Diabetes Mellitus Experimental/metabolismo , Diabetes Mellitus Experimental/patologia , Exenatida , Hipoglicemiantes/farmacologia , Hipoglicemiantes/uso terapêutico , Camundongos , Pâncreas/metabolismo , Pâncreas/patologia , Pancreatite/induzido quimicamente , Pancreatite/complicações , Pancreatite/patologia , Peptídeos/uso terapêutico , Ratos , Ratos Sprague-Dawley , Peçonhas/uso terapêutico
15.
Cardiovasc Diabetol ; 9: 32, 2010 Aug 03.
Artigo em Inglês | MEDLINE | ID: mdl-20678234

RESUMO

BACKGROUND: Activation of glucagon-like peptide-1 (GLP-1) receptors improves insulin sensitivity and induces vasodilatation and diuresis. AC3174 is a peptide analogue with pharmacologic properties similar to the GLP-1 receptor agonist, exenatide. Hypothetically, chronic AC3174 treatment could attenuate salt-induced hypertension, cardiac morbidity, insulin resistance, and renal dysfunction in Dahl salt-sensitive (DSS) rats. METHODS: DSS rats were fed low salt (LS, 0.3% NaCl) or high salt (HS, 8% NaCl) diets. HS rats were treated with vehicle, AC3174 (1.7 pmol/kg/min), or GLP-1 (25 pmol/kg/min) for 4 weeks via subcutaneous infusion. Other HS rats received captopril (150 mg/kg/day) or AC3174 plus captopril. RESULTS: HS rat survival was improved by all treatments except GLP-1. Systolic blood pressure (SBP) was lower in LS rats and in GLP-1, AC3174, captopril, or AC3174 plus captopril HS rats than in vehicle HS rats (p < 0.05). AC3174 plus captopril attenuated the deleterious effects of high salt on posterior wall thickness, LV mass, and the ratio of LV mass to body weight (P < or = 0.05). In contrast, GLP-1 had no effect on these cardiovascular parameters. All treatments reduced LV wall stress. GLP-1, AC3174, captopril, or AC3174 plus captopril normalized fasting insulin and HOMA-IR (P < or = 0.05). AC3174, captopril, or AC3174 plus captopril improved renal function (P < or = 0.05). Renal morphology in HS rats was associated with extensive sclerosis. Monotherapy with AC3174, captopril, or GLP-1 attenuated renal damage. However, AC3174 plus captopril produced the most effective improvement. CONCLUSIONS: Thus, AC3174 had antihypertensive, cardioprotective, insulin-sensitizing, and renoprotective effects in the DSS hypertensive rat model. Furthermore, AC3174 improved animal survival, an effect not observed with GLP-1.


Assuntos
Peptídeo 1 Semelhante ao Glucagon/análogos & derivados , Hipertensão Renal/tratamento farmacológico , Hipoglicemiantes/farmacologia , Resistência à Insulina/fisiologia , Nefropatias/tratamento farmacológico , Peptídeos/farmacologia , Animais , Anti-Hipertensivos/farmacologia , Glicemia/efeitos dos fármacos , Captopril/farmacologia , Cardiotônicos/farmacologia , Quimioterapia Combinada , Exenatida , Peptídeo 1 Semelhante ao Glucagon/farmacologia , Hiperglicemia/tratamento farmacológico , Hiperglicemia/mortalidade , Hiperglicemia/fisiopatologia , Hipertensão Renal/mortalidade , Hipertensão Renal/patologia , Nefropatias/mortalidade , Nefropatias/patologia , Masculino , Ratos , Ratos Endogâmicos Dahl , Cloreto de Sódio na Dieta/farmacologia , Peçonhas
16.
Cardiovasc Diabetol ; 9: 76, 2010 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-21080957

RESUMO

BACKGROUND: Accumulating evidence suggests glucagon-like peptide-1 (GLP-1) exerts cardioprotective effects in animal models of myocardial infarction (MI). We hypothesized that chronic treatment with GLP-1 or the exenatide analog AC3174 would improve cardiac function, cardiac remodeling, insulin sensitivity, and exercise capacity (EC) in rats with MI-induced chronic heart failure (CHF) caused by coronary artery ligation. METHODS: Two weeks post-MI, male Sprague-Dawley rats were treated with GLP-1 (2.5 or 25 pmol/kg/min), AC3174 (1.7 or 5 pmol/kg/min) or vehicle via subcutaneous infusion for 11 weeks. Cardiac function and morphology were assessed by echocardiography during treatment. Metabolic, hemodynamic, exercise-capacity, and body composition measurements were made at study end. RESULTS: Compared with vehicle-treated rats with CHF, GLP-1 or AC3174 significantly improved cardiac function, including left ventricular (LV) ejection fraction, and end diastolic pressure. Cardiac dimensions also improved as evidenced by reduced LV end diastolic and systolic volumes and reduced left atrial volume. Vehicle-treated CHF rats exhibited fasting hyperglycemia and hyperinsulinemia. In contrast, GLP-1 or AC3174 normalized fasting plasma insulin and glucose levels. GLP-1 or AC3174 also significantly reduced body fat and fluid mass and improved exercise capacity and respiratory efficiency. Four of 16 vehicle control CHF rats died during the study compared with 1 of 44 rats treated with GLP-1 or AC3174. The cellular mechanism by which GLP-1 or AC3174 exert cardioprotective effects appears unrelated to changes in GLUT1 or GLUT4 translocation or expression. CONCLUSIONS: Chronic treatment with either GLP-1 or AC3174 showed promising cardioprotective effects in a rat model of CHF. Hence, GLP-1 receptor agonists may represent a novel approach for the treatment of patients with CHF or cardiovascular disease associated with type 2 diabetes.


Assuntos
Cardiotônicos/farmacologia , Peptídeo 1 Semelhante ao Glucagon/farmacologia , Insuficiência Cardíaca/tratamento farmacológico , Infarto do Miocárdio/tratamento farmacológico , Peptídeos/farmacologia , Função Ventricular Esquerda/efeitos dos fármacos , Remodelação Ventricular/efeitos dos fármacos , Animais , Glicemia/efeitos dos fármacos , Cardiotônicos/administração & dosagem , Doença Crônica , Modelos Animais de Doenças , Ecocardiografia Doppler de Pulso , Tolerância ao Exercício/efeitos dos fármacos , Peptídeo 1 Semelhante ao Glucagon/administração & dosagem , Transportador de Glucose Tipo 1/metabolismo , Transportador de Glucose Tipo 4/metabolismo , Insuficiência Cardíaca/sangue , Insuficiência Cardíaca/etiologia , Insuficiência Cardíaca/fisiopatologia , Hemodinâmica/efeitos dos fármacos , Infusões Subcutâneas , Insulina/sangue , Masculino , Infarto do Miocárdio/sangue , Infarto do Miocárdio/complicações , Infarto do Miocárdio/fisiopatologia , Miocárdio/metabolismo , Peptídeos/administração & dosagem , Ratos , Ratos Sprague-Dawley , Volume Sistólico/efeitos dos fármacos , Fatores de Tempo , Pressão Ventricular/efeitos dos fármacos
17.
Endocrinology ; 149(11): 5679-87, 2008 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-18669592

RESUMO

Previously, we reported that combination treatment with rat amylin (100 microg/kg.d) and murine leptin (500 microg/kg.d) elicited greater inhibition of food intake and greater body weight loss in diet-induced obese rats than predicted by the sum of the monotherapy conditions, a finding consistent with amylin-induced restoration of leptin responsiveness. In the present study, a 3 x 4 factorial design was used to formally test for a synergistic interaction, using lower dose ranges of amylin (0, 10, and 50 microg/kg.d) and leptin (0, 5, 25, and 125 microg/kg.d), on food intake and body weight after 4 wk continuous infusion. Response surface methodology analysis revealed significant synergistic anorexigenic (P < 0.05) and body weight-lowering (P < 0.05) effects of amylin/leptin combination treatment, with up to 15% weight loss at doses considerably lower than previously reported. Pair-feeding (PF) experiments demonstrated that reduction of food intake was the predominant mechanism for amylin/leptin-mediated weight loss. However, fat loss was 2-fold greater in amylin/leptin-treated rats than PF controls. Furthermore, amylin/leptin-mediated weight loss was not accompanied by the counterregulatory decrease in energy expenditure and chronic shift toward carbohydrate (rather than fat) utilization observed with PF. Hepatic gene expression analyses revealed that 28 d treatment with amylin/leptin (but not PF) was associated with reduced expression of genes involved in hepatic lipogenesis (Scd1 and Fasn mRNA) and increased expression of genes involved in lipid utilization (Pck1 mRNA). We conclude that amylin/leptin interact synergistically to reduce body weight and adiposity in diet-induced obese rodents through a number of anorexigenic and metabolic effects.


Assuntos
Amiloide/farmacologia , Resistência a Medicamentos/efeitos dos fármacos , Leptina/farmacologia , Obesidade/patologia , Transdução de Sinais/efeitos dos fármacos , Amiloide/administração & dosagem , Animais , Glicemia/efeitos dos fármacos , Glicemia/metabolismo , Peso Corporal/efeitos dos fármacos , Restrição Calórica , Dieta/efeitos adversos , Avaliação Pré-Clínica de Medicamentos , Sinergismo Farmacológico , Ingestão de Alimentos/efeitos dos fármacos , Polipeptídeo Amiloide das Ilhotas Pancreáticas , Leptina/administração & dosagem , Lipídeos/sangue , Lipogênese/efeitos dos fármacos , Lipogênese/genética , Fígado/metabolismo , Obesidade/tratamento farmacológico , Obesidade/etiologia , Obesidade/metabolismo , Ratos , Ratos Sprague-Dawley
18.
Int J Pharm ; 356(1-2): 231-8, 2008 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-18291606

RESUMO

Exenatide is a 39-amino acid peptide incretin mimetic approved for adjunctive treatment of type 2 diabetes. It shares several glucoregulatory activities with the mammalian hormone, glucagon-like peptide-1 (GLP-1). In clinical use, subcutaneous exenatide injections demonstrate glucoregulatory and weight loss effects with sustained plasma concentrations in the 50-100 pM range. We investigated the pharmacokinetics of exenatide in normoglycemic rats and biological activity in diabetic db/db mice after delivery to various epithelial surfaces of the intestinal and respiratory tracts. In rats, elimination kinetics were similar for all routes of administration (median k(e) 0.017 min(-1)). Bioavailability (versus intravenous administration) and C(max) per unit dose differed markedly. For gastrointestinal administration, sublingual administration invoked the highest bioavailability (0.37%); in db/db mice, potentially therapeutic concentrations were obtainable. In contrast, intraduodenal bioavailability was low (0.0053%). In regard to respiratory surfaces, bioavailability of intratracheal exenatide was up to 13.6%, and for nasal administration, 1.68%. Both routes of administration produced therapeutic plasma concentrations and glucose-lowering in db/db mice. At high doses, aerosolized exenatide also achieved effective concentrations and glucose-lowering. In summary, the intestinal tract seems to have limited potential as a route of exenatide administration, with sublingual being most promising. In contrast, the respiratory tract appears to be more viable, comparing favorably with the clinically approved subcutaneous route. Despite little optimization of the delivery formulation, exenatide bioavailability compared favorable to that of several commercially available bioactive peptides.


Assuntos
Diabetes Mellitus Experimental/tratamento farmacológico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Hipoglicemiantes/administração & dosagem , Peptídeos/administração & dosagem , Peçonhas/administração & dosagem , Aerossóis , Animais , Disponibilidade Biológica , Glicemia/efeitos dos fármacos , Vias de Administração de Medicamentos , Exenatida , Hipoglicemiantes/farmacocinética , Hipoglicemiantes/farmacologia , Masculino , Camundongos , Peptídeos/farmacocinética , Peptídeos/farmacologia , Ratos , Ratos Sprague-Dawley , Peçonhas/farmacocinética , Peçonhas/farmacologia
19.
J Endocrinol ; 237(3): 271-284, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29643115

RESUMO

Obesity is associated with the inappropriate activation of the renin-angiotensin system (RAS), which increases arterial pressure, impairs insulin secretion and decreases peripheral tissue insulin sensitivity. RAS blockade reverses these detriments; however, it is not clear whether the disease state of the organism and treatment duration determine the beneficial effects of RAS inhibition on insulin secretion and insulin sensitivity. Therefore, the objective of this study was to compare the benefits of acute vs chronic angiotensin receptor type 1 (AT1) blockade started after the onset of obesity, hyperglycemia and hypertension on pancreatic function and peripheral insulin resistance. We assessed adipocyte morphology, glucose intolerance, pancreatic redox balance and insulin secretion after 2 and 11 weeks of AT1 blockade in the following groups of rats: (1) untreated Long-Evans Tokushima Otsuka (lean control; n = 10), (2) untreated Otsuka Long-Evans Tokushima Fatty (OLETF; n = 12) and (3) OLETF + ARB (ARB; 10 mg olmesartan/kg/day by oral gavage; n = 12). Regardless of treatment duration, AT1 blockade decreased systolic blood pressure and fasting plasma triglycerides, whereas chronic AT1 blockade decreased fasting plasma glucose, glucose intolerance and the relative abundance of large adipocytes by 22, 36 and 70%, respectively. AT1 blockade, however, did not improve pancreatic oxidative stress or reverse impaired insulin secretion. Collectively, these data show that AT1 blockade after the onset of obesity, hyperglycemia and hypertension improves peripheral tissue insulin sensitivity, but cannot completely reverse the metabolic derangement characterized by impaired insulin secretion once it has been compromised.


Assuntos
Bloqueadores do Receptor Tipo 1 de Angiotensina II/farmacologia , Glucose/metabolismo , Imidazóis/farmacologia , Obesidade/metabolismo , Tetrazóis/farmacologia , Adipócitos , Tecido Adiposo/efeitos dos fármacos , Tecido Adiposo/metabolismo , Tecido Adiposo/patologia , Bloqueadores do Receptor Tipo 1 de Angiotensina II/administração & dosagem , Animais , Glicemia/efeitos dos fármacos , Glicemia/metabolismo , Esquema de Medicação , Intolerância à Glucose/metabolismo , Intolerância à Glucose/patologia , Intolerância à Glucose/prevenção & controle , Teste de Tolerância a Glucose , Homeostase/efeitos dos fármacos , Hiperglicemia/metabolismo , Hiperglicemia/patologia , Hiperglicemia/prevenção & controle , Hipertensão/complicações , Hipertensão/tratamento farmacológico , Hipertensão/metabolismo , Imidazóis/administração & dosagem , Resistência à Insulina/fisiologia , Masculino , Obesidade/tratamento farmacológico , Obesidade/patologia , Obesidade/fisiopatologia , Pâncreas/efeitos dos fármacos , Pâncreas/fisiologia , Ratos , Ratos Endogâmicos OLETF , Receptor Tipo 1 de Angiotensina/metabolismo , Tetrazóis/administração & dosagem
20.
Hypertens Res ; 41(10): 798-808, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-29985448

RESUMO

Obesity is associated with an inappropriately activated renin-angiotensin-aldosterone system, suppressed glucagon-like peptide-1 (GLP-1), increased renal Na+ reabsorption, and hypertension. To assess the link between GLP-1 and angiotensin receptor type 1 (AT1) signaling on obesity-associated impairment of urinary Na+ excretion (UNaV) and elevated arterial pressure, we measured mean arterial pressure (MAP) and heart rate by radiotelemetry and metabolic parameters for 40 days. We tested the hypothesis that stimulation of GLP-1 signaling provides added benefit to blockade of AT1 by increasing UNaV and further reducing arterial pressure in the following groups: (1) untreated Long-Evans Tokushima Otsuka (LETO) rats (n = 7); (2) untreated Otsuka Long-Evans Tokushima Fatty (OLETF) rats (n = 9); (3) OLETF + ARB (ARB; 10 mg olmesartan/kg/day; n = 9); (4) OLETF + GLP-1 receptor agonist (EXE; 10 µg exenatide/kg/day; n = 7); and (5) OLETF + ARB + EXE (Combo; n = 6). On day 2, UNaV was 60% and 62% reduced in the EXE and Combo groups, respectively, compared with that in the OLETF rats. On day 40, UNaV was increased 69% in the Combo group compared with that in the OLETF group. On day 40, urinary angiotensinogen was 4.5-fold greater in the OLETF than in the LETO group and was 56%, 62%, and 58% lower in the ARB, EXE, and Combo groups, respectively, than in the OLETF group. From day 2 to the end of the study, MAP was lower in the ARB and Combo groups than in the OLETF rats. These results suggest that GLP-1 receptor activation may reduce intrarenal angiotensin II activity, and that simultaneous blockade of AT1 increases UNaV in obesity; however, these beneficial effects do not translate to a further reduction in MAP.


Assuntos
Bloqueadores do Receptor Tipo 1 de Angiotensina II/farmacologia , Pressão Arterial/efeitos dos fármacos , Receptor do Peptídeo Semelhante ao Glucagon 1/agonistas , Natriurese/efeitos dos fármacos , Obesidade/fisiopatologia , Animais , Pressão Arterial/fisiologia , Exenatida/farmacologia , Frequência Cardíaca/efeitos dos fármacos , Frequência Cardíaca/fisiologia , Ratos , Ratos Endogâmicos OLETF , Ratos Long-Evans
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