Optimal spindle detection parameters for predicting cognitive performance

STUDY OBJECTIVES: Alterations in sleep spindles have been linked to cognitive impairment. This finding has contributed to a growing interest in identifying sleep-based biomarkers of cognition and neurodegeneration, including sleep spindles. However, flexibility surrounding spindle definitions and algorithm parameter settings present a methodological challenge. The aim of this study was to characterize how spindle detection parameter settings influence the association between spindle features and cognition and to identify parameters with the strongest association with cognition. METHODS: Adult patients (n = 167, 49 ± 18 years) completed the NIH Toolbox Cognition Battery after undergoing overnight diagnostic polysomnography recordings for suspected sleep disorders. We explored 1000 combinations across seven parameters in Luna, an open-source spindle detector, and used four features of detected spindles (amplitude, density, duration, and peak frequency) to fit linear multiple regression models to predict cognitive scores. RESULTS: Spindle features (amplitude, density, duration, and mean frequency) were associated with the ability to predict raw fluid cognition scores (r = 0.503) and age-adjusted fluid cognition scores (r = 0.315) with the best spindle parameters. Fast spindle features generally showed better performance relative to slow spindle features. Spindle features weakly predicted total cognition and poorly predicted crystallized cognition regardless of parameter settings. CONCLUSIONS: Our exploration of spindle detection parameters identified optimal parameters for studies of fluid cognition and revealed the role of parameter interactions for both slow and fast spindles. Our findings support sleep spindles as a sleep-based biomarker of fluid cognition

Taxonomic revision of phlebotomine sand fly species in the series davisi and panamensis of the subgenus Psychodopygus Mangabeira, 1941 (Diptera: Psychodidae: Phlebotominae)

Several species of the subgenus Psychodopygus Mangabeira, 1941 are known to be leishmaniosis vectors in Brazil. Some of them are morphologically similar, which makes their identification quite difficult concerning epidemiological studies. The aim of the current work is to study the morphology of adult specimens of the subgenus Psychodopygus, in accordance with the morphological similarity and still taking into account the epidemiological importance of some species. Thus 11 species have been studied, including four subspecies of adult specimens deposited in the phlebotomine collection of Centro de Pesquisas René Rachou-Fiocruz. Morphological characters found in the literature and new features observed in this study were recorded in a taxonomic discussion format. These characters make it easy to separate such species. Four taxa, previously considered as subspecies, were raised to the category of species

Predicted and observed mortality from vector-borne disease in wildlife: West Nile virus and small songbirds

Numerous diseases of wildlife have recently emerged due to trade and travel. However, the impact of disease on wild animal populations has been notoriously difficult to detect and demonstrate, due to problems of attribution and the rapid disappearance of bodies after death. Determining the magnitude of avian mortality from West Nile virus (WNV) is emblematic of these challenges. Although correlational analyses may show population declines coincident with the arrival of the virus, strong inference of WNV as a cause of mortality or a population decline requires additional evidence. We show how integrating field data on mosquito feeding patterns, avian abundance, and seroprevalence can be used to predict relative mortality from vector-borne pathogens. We illustrate the method with a case study on WNV in three species of small songbirds, tufted titmouse (Baeolophus bicolor), Carolina wrens (Thryothorus ludovicianus), and northern cardinals (Cardinalis cardinalis). We then determined mortality, infectiousness, and behavioral response of wrens and titmouse following infection with WNV in laboratory experiments and compared them to a previous study on WNV mortality in cardinals. In agreement with predictions, we found titmouse had the highest mortality from WNV infection, with 100% of eleven birds perishing within seven days after infection. Mortality in wrens was significantly lower at 27% (3/11), but still substantial. Viremia profiles indicated that both species were highly infectious for WNV and could play roles in WNV amplification. These findings suggest that WNV may be killing many small-bodied birds, despite the absence of large numbers of dead birds testing positive for WNV. More broadly, they illustrate a framework for predicting relative mortality in hosts from vector-borne disease

Brazilian phlebotomines as hosts and vectors of viruses, bacteria, fungi, protozoa (excluding those belonging to the genus Leishmania) and nematodes

Universidade de São Paulo. Instituto de Ciências Biomédicas. São Paulo, SP, Brazil.University of Texas Medical Branch. Galveston, USA / Ministério da Saúde. Secretaria de Vigilância em Saúde. Instituto Evandro Chagas. Ananindeua, PA, Brasil.Ministério da Saúde. Secretaria de Vigilância em Saúde. Instituto Evandro Chagas. Ananindeua, PA, Brasil.Ministério da Saúde. Secretaria de Vigilância em Saúde. Instituto Evandro Chagas. Ananindeua, PA, Brasil.Many microorganisms—ranging from viruses, bacteria, entomophthoralic fungi, trypanosomatids and aseptate gregarines to Tylenchida and Spirurida nematodes (Warburg 1991)—have been isolated from American sand flies. Their importance as vectors of Leishmania species has eclipsed their role as vectors or hosts of other organisms except for Bartonellosis. In the case of trypanosomatids, studies on leishmaniasis have generated, directly or indirectly, most of the information that currently exists on these different parasites. In this chapter, we refer to findings of other monoaxenic parasites, including protozoa and bacteria, which can affect leishmanial vector efficiency. Eclectic feeding habits are responsible for epidemiological situations, in which viruses are transmitted between different vertebrates

Arboviruses of Oceania

Arboviruses present an ongoing challenge to Oceanic nations. Viruses including Ross River, Barmah Forest and Murray Valley encephalitis are endemic to the region and are responsible for occasional outbreaks. Recent epidemics of chikungunya, Zika and dengue viruses across many nations demonstrate the vulnerability of this region to globally emergent arboviruses. In addition to global disease trends, the emergence of these viruses is largely driven by human influences such as water and waste management, air travel and land use. Limited public health resources and infrastructure, dispersed populations and the complexity of arbovirus ecologies complicate mitigation and management strategies in the Western Pacific. A regional collaborative approach augments the surveillance and response capability of individual nations, but the challenge of managing arbovirus risk with limited resources remains. In the absence of specific disease treatments and feasible vaccination solutions, mosquito control and personal protective measures are the mainstay of management programmes, albeit with variable success. In the long term, the development and integration of novel surveillance, diagnostic and mosquito control technologies will improve the capacity to prevent and respond to arbovirus threats