RESUMEN
Four decades ago, it was identified that muramyl dipeptide (MDP), a peptidoglycan-derived bacterial cell wall component, could display immunosuppressive functions in animals through mechanisms that remain unexplored. We sought to revisit these pioneering observations because mutations in NOD2, the gene encoding the host sensor of MDP, are associated with increased risk of developing the inflammatory bowel disease Crohn's disease, thus suggesting that the loss of the immunomodulatory functions of NOD2 could contribute to the development of inflammatory disease. Here, we demonstrate that intraperitoneal (i.p.) administration of MDP triggered regulatory T cells and the accumulation of a population of tolerogenic CD103+ dendritic cells (DCs) in the spleen. This was found to occur not through direct sensing of MDP by DCs themselves, but rather via the production of the cytokine GM-CSF, another factor with an established regulatory role in Crohn's disease pathogenesis. Moreover, we demonstrate that populations of CD103-expressing DCs in the gut lamina propria are enhanced by the activation of NOD2, indicating that MDP sensing plays a critical role in shaping the immune response to intestinal antigens by promoting a tolerogenic environment via manipulation of DC populations.
Asunto(s)
Antígenos CD/metabolismo , Células Dendríticas/inmunología , Factor Estimulante de Colonias de Granulocitos y Macrófagos/metabolismo , Tolerancia Inmunológica , Cadenas alfa de Integrinas/metabolismo , Proteína Adaptadora de Señalización NOD2/metabolismo , Acetilmuramil-Alanil-Isoglutamina/genética , Acetilmuramil-Alanil-Isoglutamina/metabolismo , Animales , Enfermedad de Crohn , Citocinas , Humanos , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Mutación , Proteína Adaptadora de Señalización NOD2/genética , Linfocitos T Reguladores/metabolismoRESUMEN
KEY POINTS: â¢Nucleotide binding oligomerization domain (Nod)-like receptors regulate cognition, anxiety and hypothalamic-pituitary-adrenal axis activation. â¢Nod-like receptors regulate central and peripheral serotonergic biology. â¢Nod-like receptors are important for maintenance of gastrointestinal physiology. â¢Intestinal epithelial cell expression of Nod1 receptors regulate behaviour. ABSTRACT: Gut-brain axis signalling is critical for maintaining health and homeostasis. Stressful life events can impact gut-brain signalling, leading to altered mood, cognition and intestinal dysfunction. In the present study, we identified nucleotide binding oligomerization domain (Nod)-like receptors (NLR), Nod1 and Nod2, as novel regulators for gut-brain signalling. NLR are innate immune pattern recognition receptors expressed in the gut and brain, and are important in the regulation of gastrointestinal physiology. We found that mice deficient in both Nod1 and Nod2 (NodDKO) demonstrate signs of stress-induced anxiety, cognitive impairment and depression in the context of a hyperactive hypothalamic-pituitary-adrenal axis. These deficits were coupled with impairments in the serotonergic pathway in the brain, decreased hippocampal cell proliferation and immature neurons, as well as reduced neural activation. In addition, NodDKO mice had increased gastrointestinal permeability and altered serotonin signalling in the gut following exposure to acute stress. Administration of the selective serotonin reuptake inhibitor, fluoxetine, abrogated behavioural impairments and restored serotonin signalling. We also identified that intestinal epithelial cell-specific deletion of Nod1 (VilCre+ Nod1f/f ), but not Nod2, increased susceptibility to stress-induced anxiety-like behaviour and cognitive impairment following exposure to stress. Together, these data suggest that intestinal epithelial NLR are novel modulators of gut-brain communication and may serve as potential novel therapeutic targets for the treatment of gut-brain disorders.
Asunto(s)
Encéfalo/metabolismo , Mucosa Intestinal/metabolismo , Proteína Adaptadora de Señalización NOD1/metabolismo , Proteína Adaptadora de Señalización NOD2/metabolismo , Serotonina/metabolismo , Transmisión Sináptica , Animales , Ansiedad/etiología , Ansiedad/metabolismo , Encéfalo/fisiología , Células Cultivadas , Cognición , Femenino , Sistema Hipotálamo-Hipofisario/metabolismo , Sistema Hipotálamo-Hipofisario/fisiología , Absorción Intestinal , Mucosa Intestinal/fisiología , Masculino , Ratones , Ratones Endogámicos C57BL , Neurogénesis , Proteína Adaptadora de Señalización NOD1/genética , Proteína Adaptadora de Señalización NOD2/genética , Estrés Psicológico/etiología , Estrés Psicológico/metabolismoRESUMEN
Loss of function in the NOD2 gene is associated with a higher risk of developing Crohn's disease (CD). CD is characterized by activation of T cells and activated T cells are involved in mucosal inflammation and mucosal damage. We found that acute T cell activation with anti-CD3 mAb induced stronger small intestinal mucosal damage in NOD2(-/-) mice compared with wild-type mice. This enhanced mucosal damage was characterized by loss of crypt architecture, increased epithelial cell apoptosis, delayed epithelial regeneration and an accumulation of inflammatory cytokines and Th17 cells in the small intestine. Partial microbiota depletion with antibiotics did not decrease mucosal damage 1 d after anti-CD3 mAb injection, but it significantly reduced crypt damage and inflammatory cytokine secretion in NOD2(-/-) mice 3 d after anti-CD3 mAb injection, indicating that microbial sensing by Nod2 was important to control mucosal damage and epithelial regeneration after anti-CD3 mAb injection. To determine which cells play a key role in microbial sensing and regulation of mucosal damage, we engineered mice carrying a cell-specific deletion of Nod2 in villin and Lyz2-expressing cells. T cell activation did not worsen crypt damage in mice carrying either cell-specific deletion of Nod2 compared with wild-type mice. However, increased numbers of apoptotic epithelial cells and higher expression of TNF-α and IL-22 were observed in mice carrying a deletion of Nod2 in Lyz2-expressing cells. Taken together, our results demonstrate that microbial sensing by Nod2 is an important mechanism to regulate small intestinal mucosal damage following acute T cell activation.
Asunto(s)
Enfermedad de Crohn/genética , Mucosa Intestinal/inmunología , Intestino Delgado/patología , Proteína Adaptadora de Señalización NOD2/metabolismo , Linfocitos T/inmunología , Animales , Apoptosis , Células Cultivadas , Citosol/metabolismo , Humanos , Interleucinas/metabolismo , Mucosa Intestinal/patología , Activación de Linfocitos , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Mutación/genética , Proteína Adaptadora de Señalización NOD2/genética , Regeneración , Factor de Necrosis Tumoral alfa/metabolismo , Interleucina-22RESUMEN
Innate immunity confers an immediate nonspecific mechanism of microbial recognition through germ line-encoded pattern recognition receptors (PRRs). Of these, Toll-like receptors (TLRs) and nucleotide-binding and oligomerization domain (NOD)-like receptors (NLRs) have shaped our current understanding of innate regulation of adaptive immunity. It is now recognized that PRRs are paramount in instructing an appropriate adaptive immune response. Their ligands have been the focus of adjuvant research with the goal of generating modern vaccine combinations tailored to specific pathogens. In this review we will highlight the recent findings in the field of adjuvant research with a particular focus on the potential of TLR and NLR ligands as adjuvants and their influence on adaptive immune responses.
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Adyuvantes Inmunológicos/administración & dosificación , Proteínas Adaptadoras de Señalización NOD/agonistas , Receptores Toll-Like/agonistas , Vacunas/administración & dosificación , Inmunidad Adaptativa , Animales , Humanos , Inmunidad Innata , Proteínas Adaptadoras de Señalización NOD/inmunología , Receptores de Reconocimiento de Patrones/agonistas , Receptores de Reconocimiento de Patrones/inmunología , Receptores Toll-Like/inmunología , Vacunas/inmunologíaRESUMEN
BACKGROUND: The intestinal epithelium plays a critical role in nutrient absorption and innate immune defense. Recent studies showed that metabolic stress pathways, in particular the integrated stress response (ISR), control intestinal epithelial cell fate and function. Here, we used RNA-seq to analyze the global transcript level and alternative splicing responses of primary murine enteroids undergoing two distinct ISR-triggering stresses, endoplasmic reticulum (ER) stress and nutrient starvation. RESULTS: Our results reveal the core transcript level response to ISR-associated stress in murine enteroids, which includes induction of stress transcription factors, as well as genes associated with chemotaxis and inflammation. We also identified the transcript expression signatures that are unique to each ISR stress. Among these, we observed that ER stress and nutrient starvation had opposite effects on intestinal stem cell (ISC) transcriptional reprogramming. In agreement, ER stress decreased EdU incorporation, a marker of cell proliferation, in primary murine enteroids, while nutrient starvation had an opposite effect. We also analyzed the impact of these cellular stresses on mRNA splicing regulation. Splicing events commonly regulated by both stresses affected genes regulating splicing and were associated with nonsense-mediated decay (NMD), suggesting that splicing is modulated by an auto-regulatory feedback loop during stress. In addition, we also identified a number of genes displaying stress-specific splicing regulation. We suggest that functional gene expression diversity may arise during stress by the coordination of alternative splicing and alternative translation, and that this diversity might contribute to the cellular response to stress. CONCLUSIONS: Together, these results provide novel understanding of the importance of metabolic stress pathways in the intestinal epithelium. Specifically, the importance of cellular stresses in the regulation of immune and defense function, metabolism, proliferation and ISC activity in the intestinal epithelium is highlighted. Furthermore, this work highlights an under-appreciated role played by alternative splicing in shaping the response to stress and reveals a potential mechanism for gene regulation involving coupling of AS and alternative translation start sites.
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Estrés del Retículo Endoplásmico/genética , Mucosa Intestinal/metabolismo , Empalme del ARN , Inanición/genética , Transcriptoma , Animales , Biología Computacional/métodos , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Intrones , Ratones , Organoides , Células Madre/metabolismo , Sitio de Iniciación de la TranscripciónRESUMEN
When wildlife habitat overlaps with industrial development animals may be harmed. Because wildlife and people select resources to maximize biological fitness and economic return, respectively, we estimated risk, the probability of eagles encountering and being affected by turbines, by overlaying models of resource selection for each entity. This conceptual framework can be applied across multiple spatial scales to understand and mitigate impacts of industry on wildlife. We estimated risk to Golden Eagles (Aquila chrysaetos) from wind energy development in 3 topographically distinct regions of the central Appalachian Mountains of Pennsylvania (United States) based on models of resource selection of wind facilities (n = 43) and of northbound migrating eagles (n = 30). Risk to eagles from wind energy was greatest in the Ridge and Valley region; all 24 eagles that passed through that region used the highest risk landscapes at least once during low altitude flight. In contrast, only half of the birds that entered the Allegheny Plateau region used highest risk landscapes and none did in the Allegheny Mountains. Likewise, in the Allegheny Mountains, the majority of wind turbines (56%) were situated in poor eagle habitat; thus, risk to eagles is lower there than in the Ridge and Valley, where only 1% of turbines are in poor eagle habitat. Risk within individual facilities was extremely variable; on average, facilities had 11% (SD 23; range = 0-100%) of turbines in highest risk landscapes and 26% (SD 30; range = 0-85%) of turbines in the lowest risk landscapes. Our results provide a mechanism for relocating high-risk turbines, and they show the feasibility of this novel and highly adaptable framework for managing risk of harm to wildlife from industrial development.
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Migración Animal , Conservación de los Recursos Naturales , Águilas/fisiología , Modelos Teóricos , Energía Renovable/normas , Viento , Animales , Geografía , Pennsylvania , Medición de RiesgoRESUMEN
We studied landscape dynamics for three time periods (<1950, 1965, and 1997) along a gradient of agricultural intensity from highly intensive agriculture to forested areas in southern Québec. Air photos were analyzed to obtain long-term information on land cover (crop and habitat types) and linear habitats (hedgerows and riparian habitats) and landscape metrics were calculated to quantify changes in habitat configuration. Anthropogenic areas increased in all types of landscapes but mostly occurred in the highly disturbed cash crop dominated landscape. Perennial crops (pasture and hayfields) were largely converted into annual crops (corn and soybean) between 1965 and 1997. The coalescence of annual crop fields resulted in a more homogeneous agricultural landscape. Old fields and forest cover was consistently low and forest fragmentation remained stable through time in the intensive agriculture landscapes. However, forest cover increased and forest fragmentation receded in the forest-dominated landscapes following farm abandonment and the transition of old fields into forests. Tree-dominated hedgerows and riparian habitats increased in areas with intensive agriculture. Observed changes in land cover classes are related to proximate factors, such as surficial deposits and topography. Agriculture intensification occurred in areas highly suitable for agriculture whereas farm abandonment was observed in poor-quality agriculture terrains. Large-scale conversion of perennial crops into annual crops along with continued urbanization exerts strong pressures on residual natural habitats and their inhabiting wildlife. The afforestation process occurring in the more forested landscapes along with the addition of tree-dominated hedgerows and riparian habitats in the agriculture-dominated landscapes should improve landscape ecological value.
Asunto(s)
Conservación de los Recursos Naturales , Ecosistema , Monitoreo del Ambiente , Agricultura/estadística & datos numéricos , Quebec , Árboles/crecimiento & desarrolloRESUMEN
Soaring birds migrate in massive numbers worldwide. These migrations are complex and dynamic phenomena, strongly influenced by meteorological conditions that produce thermal and orographic uplift as the birds traverse the landscape. Herein we report on how methods were developed to estimate the strength of thermal and orographic uplift using publicly available digital weather and topography datasets at continental scale. We apply these methods to contrast flight strategies of two morphologically similar but behaviourally different species: golden eagle, Aquila chrysaetos, and turkey vulture, Cathartes aura, during autumn migration across eastern North America tracked using GPS tags. We show that turkey vultures nearly exclusively used thermal lift, whereas golden eagles primarily use orographic lift during migration. It has not been shown previously that migration tracks are affected by species-specific specialisation to a particular uplift mode. The methods introduced herein to estimate uplift components and test for differences in weather use can be applied to study movement of any soaring species.
Asunto(s)
Migración Animal/fisiología , Aves/fisiología , Águilas/fisiología , Vuelo Animal/fisiología , Animales , Especificidad de la Especie , Estados Unidos , Tiempo (Meteorología) , VientoRESUMEN
Soaring birds that undertake long-distance migration should develop strategies to minimize the energetic costs of endurance flight. This is relevant because condition upon completion of migration has direct consequences for fecundity, fitness and thus, demography. Therefore, strong evolutionary pressures are expected for energy minimization tactics linked to weather and topography. Importantly, the minute-by-minute mechanisms birds use to subsidize migration in variable weather are largely unknown, in large part because of the technological limitations in studying detailed long-distance bird flight. Here, we show golden eagle (Aquila chrysaetos) migratory response to changing meteorological conditions as monitored by high-resolution telemetry. In contrast to expectations, responses to meteorological variability were stereotyped across the 10 individuals studied. Eagles reacted to increased wind speed by using more orographic lift and less thermal lift. Concomitantly, as use of thermals decreased, variation in flight speed and altitude also decreased. These results demonstrate how soaring migrant birds can minimize energetic expenditures, they show the context for avian decisions and choices of specific instantaneous flight mechanisms and they have important implications for design of bird-friendly wind energy.
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Águilas/fisiología , Vuelo Animal , Rapaces/fisiología , Altitud , Migración Animal , Animales , Evolución Biológica , Ecología/métodos , Pennsylvania , Telemetría/métodos , Tiempo (Meteorología) , VientoRESUMEN
The intestine is inhabited by a diverse range of microorganisms, which requires the host to employ numerous barrier measures to prevent bacterial invasion. However, the intestinal microbiota additionally acts symbiotically with host cells to maintain epithelial barrier function, and perturbation to this interaction plays a pivotal role in intestinal pathogenesis. In this review, we highlight current findings of how the intestinal microbiota influences host intestinal epithelial cells. In particular, we review the roles of numerous microbial-derived products as well as mechanisms by which these microbial products influence the regulation of intestinal epithelial population dynamics and barrier function.
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Bacterias/metabolismo , Epitelio/microbiología , Microbioma Gastrointestinal , Intestinos/microbiología , Animales , Bacterias/clasificación , Bacterias/genética , Bacterias/aislamiento & purificación , Epitelio/metabolismo , Homeostasis , Humanos , Intestinos/metabolismoRESUMEN
Pioneering studies from the early 1980s suggested that bacterial peptidoglycan-derived muramyl peptides (MPs) could exert either stimulatory or immunosuppressive functions depending, in part, on chronicity of exposure. However, this Janus-faced property of MPs remains largely unexplored. Here, we demonstrate the immunosuppressive potential of Nod1, the bacterial sensor of diaminopimelic acid (DAP)-containing MPs. Using a model of self-limiting peritonitis, we show that systemic Nod1 activation promotes an autophagy-dependent reprogramming of macrophages toward an alternative phenotype. Moreover, Nod1 stimulation induces the expansion of myeloid-derived suppressor cells (MDSCs) and maintains their immunosuppressive potential via arginase-1 activity. Supporting the role of MDSCs and tumor-associated macrophages in cancer, we demonstrate that myeloid-intrinsic Nod1 expression sustains intra-tumoral arginase-1 levels to foster an immunosuppressive and tumor-permissive microenvironment during colorectal cancer (CRC) development. Our findings support the notion that bacterial products, via Nod1 detection, modulate the immunosuppressive activity of myeloid cells and fuel tumor progression in CRC.
Asunto(s)
Neoplasias Colorrectales/inmunología , Células Supresoras de Origen Mieloide/inmunología , Proteína Adaptadora de Señalización NOD1/inmunología , Animales , Carcinogénesis/inmunología , Neoplasias Colorrectales/patología , Femenino , Humanos , Masculino , Ratones , Microambiente Tumoral/inmunologíaRESUMEN
Landsat images covering the St. Lawrence Lowlands (30,000 km(2)) and Appalachians (33,000 km(2)) ecoregions of southern Québec, Canada, have been classified for the years 1993 and 2001 to (1) quantify land use/land cover (LULC) changes and changes to agricultural landscapes and (2) relate LULC changes to changes of farm-related descriptors of economic and farming activities. Over 25 LULC classes were identified on each classification which were merged into 5 LULC classes (anthropogenic, annual crop, perennial crop, forest, water/wetlands) used to delineate a gradient of five types of agricultural landscapes. Transition matrices reveal a shift in major agricultural classes in the St. Lawrence Lowlands where perennial crops have been converted into annual crops. Furthermore, suburban sprawl was observed adjacent to major cities whereas overall forest cover was reduced. Changes in agricultural land classes were few in the agroforested landscapes of the Appalachian ecoregion. Landscapes dominated by intensive agriculture expanded onto adjacent regions previously under extensive agriculture. Most farm-related variables extracted from agriculture censuses showed an increase, reflecting an intensification of agriculture in both ecoregions though no clear association with LULC changes were revealed. Increase in annual crops may be related to intensive corn production associated with pig farming. Differences in landscape changes between the two ecoregions may be related to proximal causal factors such as soil topography and suitability for high-quality crops. Our analysis will provide baseline information to implement a monitoring program of habitat dynamics in this vast region.
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Ecosistema , Monitoreo del Ambiente/métodos , QuebecRESUMEN
The innate immune receptors, NOD1 and NOD2, are key regulators of intestinal homeostasis. NOD2 deficiency is linked to increased risk for Crohn's disease, a type of inflammatory bowel disease characterized by chronic inflammatory pathology and dysbiosis within resident microbial communities. However, the relationship between NOD protein-regulated immune functions and dysbiosis remains unclear. We hypothesized that the relationship between NOD1 or NOD2 deficiency and altered community structure during chronic disease may arise via NOD-dependent impairment of community resilience over time. Using the Salmonella ΔaroA model of chronic colitis with littermate mice to control for environmental influences on the microbiota, we show that NOD proteins exert a relatively minor impact on the chronic inflammatory environment and do not significantly contribute to bacterial abundance or community resilience following infection. Rather, temporal shifts in relative abundance of targeted bacterial groups correlated with inflammatory phenotype driven by presence of the pathogen and the ensuing complex immune response.
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Microbioma Gastrointestinal , Inmunidad Innata , Proteína Adaptadora de Señalización NOD1/metabolismo , Proteína Adaptadora de Señalización NOD2/metabolismo , Salmonelosis Animal/inmunología , Animales , Colitis/inmunología , Modelos Animales de Enfermedad , Disbiosis , Ratones Endogámicos C57BLRESUMEN
The mitochondrial Nod-like receptor protein NLRX1 protects against colorectal tumorigenesis through mechanisms that remain unclear. Using mice with an intestinal epithelial cells (IEC)-specific deletion of Nlrx1, we find that NLRX1 provides an IEC-intrinsic protection against colitis-associated carcinogenesis in the colon. These Nlrx1 mutant mice have increased expression of Tnf, Egf, and Tgfb1, three factors essential for wound healing, as well as increased epithelial proliferation during the epithelial regeneration phase following injury triggered by dextran sodium sulfate. In primary intestinal organoids lacking Nlrx1, stimulation with TNF resulted in exacerbated proliferation and expression of the intestinal stem cell markers Olfm4 and Myb. This hyper-proliferation response was associated with increased activation of Akt and NF-κB pathways in response to TNF stimulation. Together, these results identify NLRX1 as a suppressor of colonic tumorigenesis that acts by controlling epithelial proliferation in the intestine during the regeneration phase following mucosal injury.
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Proteínas Mitocondriales/metabolismo , Factor de Necrosis Tumoral alfa/metabolismo , Animales , Western Blotting , Carcinogénesis , Proliferación Celular , Colon/patología , Neoplasias del Colon/inducido químicamente , Neoplasias del Colon/metabolismo , Neoplasias del Colon/patología , Sulfato de Dextran/toxicidad , Femenino , Glicoproteínas/genética , Glicoproteínas/metabolismo , Mucosa Intestinal/metabolismo , Mucosa Intestinal/patología , Antígeno Ki-67/genética , Antígeno Ki-67/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Microscopía Fluorescente , Proteínas Proto-Oncogénicas c-myb/genética , Proteínas Proto-Oncogénicas c-myb/metabolismo , Reacción en Cadena en Tiempo Real de la Polimerasa , Tasa de SupervivenciaRESUMEN
Top predators and scavengers are vulnerable to pollutants, particularly those accumulated along the food chain. Lead accumulation can induce severe disorders and alter survival both in mammals (including humans) and in birds. A potential source of lead poisoning in wild animals, and especially in scavengers, results from the consumption of ammunition residues in the tissues of big game killed by hunters. For two consecutive years we quantified the level lead exposure in individuals of a sentinel scavenger species, the common raven (Corvus corax), captured during the moose (Alces alces) hunting season in eastern Quebec, Canada. The source of the lead contamination was also determined using stable isotope analyses. Finally, we identified the different scavenger species that could potentially be exposed to lead by installing automatic cameras targeting moose gut piles. Blood lead concentration in ravens increased over time, indicating lead accumulation over the moose-hunting season. Using a contamination threshold of 100 µg x L(-1), more than 50% of individuals were lead-contaminated during the moose hunting period. Lead concentration was twice as high in one year compared to the other, matching the number of rifle-shot moose in the area. Non-contaminated birds exhibited no ammunition isotope signatures. The isotope signature of the lead detected in contaminated ravens tended towards the signature from lead ammunition. We also found that black bears (Ursus americanus), golden eagles and bald eagles (Aquila chrysaetos and Haliaeetus leucocephalus, two species of conservation concern) scavenged heavily on moose viscera left by hunters. Our unequivocal results agree with other studies and further motivate the use of non-toxic ammunition for big game hunting.
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Animales Salvajes , Intoxicación por Plomo/etiología , Animales , Aves , Cuervos , Águilas , Monitoreo del Ambiente , Cadena Alimentaria , Isótopos/análisis , Plomo/análisis , Plomo/sangre , Modelos Estadísticos , Quebec , UrsidaeRESUMEN
To maximize fitness, flying animals should maximize flight speed while minimizing energetic expenditure. Soaring speeds of large-bodied birds are determined by flight routes and tradeoffs between minimizing time and energetic costs. Large raptors migrating in eastern North America predominantly glide between thermals that provide lift or soar along slopes or ridgelines using orographic lift (slope soaring). It is usually assumed that slope soaring is faster than thermal gliding because forward progress is constant compared to interrupted progress when birds pause to regain altitude in thermals. We tested this slope-soaring hypothesis using high-frequency GPS-GSM telemetry devices to track golden eagles during northbound migration. In contrast to expectations, flight speed was slower when slope soaring and eagles also were diverted from their migratory path, incurring possible energetic costs and reducing speed of progress towards a migratory endpoint. When gliding between thermals, eagles stayed on track and fast gliding speeds compensated for lack of progress during thermal soaring. When thermals were not available, eagles minimized migration time, not energy, by choosing energetically expensive slope soaring instead of waiting for thermals to develop. Sites suited to slope soaring include ridges preferred for wind-energy generation, thus avian risk of collision with wind turbines is associated with evolutionary trade-offs required to maximize fitness of time-minimizing migratory raptors.