Performance of a deep neural network in teledermatology: a single-centre prospective diagnostic study.

BACKGROUND: The use of artificial intelligence (AI) algorithms for the diagnosis of skin diseases has shown promise in experimental settings but has not been yet tested in real-life conditions. OBJECTIVE: To assess the diagnostic performance and potential clinical utility of a 174-multiclass AI algorithm in a real-life telemedicine setting. METHODS: Prospective, diagnostic accuracy study including consecutive patients who submitted images for teledermatology evaluation. The treating dermatologist chose a single image to upload to a web application during teleconsultation. A follow-up reader study including nine healthcare providers (3 dermatologists, 3 dermatology residents and 3 general practitioners) was performed. RESULTS: A total of 340 cases from 281 patients met study inclusion criteria. The mean (SD) age of patients was 33.7 (17.5) years; 63% (n = 177) were female. Exposure to the AI algorithm results was considered useful in 11.8% of visits (n = 40) and the teledermatologist correctly modified the real-time diagnosis in 0.6% (n = 2) of cases. The overall top-1 accuracy of the algorithm (41.2%) was lower than that of the dermatologists (60.1%), residents (57.8%) and general practitioners (49.3%) (all comparisons P < 0.05, in the reader study). When the analysis was limited to the diagnoses on which the algorithm had been explicitly trained, the balanced top-1 accuracy of the algorithm (47.6%) was comparable to the dermatologists (49.7%) and residents (47.7%) but superior to the general practitioners (39.7%; P = 0.049). Algorithm performance was associated with patient skin type and image quality. CONCLUSIONS: A 174-disease class AI algorithm appears to be a promising tool in the triage and evaluation of lesions with patient-taken photographs via telemedicine.

Strongyloidiasis in Latin American immigrants: a pilot study.

The United States of America (USA) has the largest international population of any nation in the world. Immigrants from Latin American countries, where intestinal parasites are endemic, comprise more than half of this population. This study aims to determine the prevalence of strongyloidiasis, a potentially deadly parasitic infection, in foreign-born individuals. We conducted a cross-sectional study in Washington, DC, to determine the seroprevalence of Strongyloides stercoralis infection using an NIE-ELISA IgG antibody assay. Multi-parallel quantitative real-time polymerase chain reaction (qPCR) was performed in stool samples of NIE-ELISA-positive patients to investigate possible polyparasitism. The NIE-ELISA assay detected an S. stercoralis prevalence of 4.2% in a group of 119 volunteers. Combining NIE-ELISA and qPCR detected a parasite prevalence of 5.0%. Our results underscore the relevance of systematic testing for gastrointestinal parasites in individuals from endemic regions. It also makes a case for a survey in the USA to identify immigrants' risk for strongyloidiasis and other gastrointestinal parasitic infections.

Lessons learned from microsatellite development for nonmodel organisms using 454 pyrosequencing.

Microsatellites, also known as simple sequence repeats (SSRs), are among the most commonly used marker types in evolutionary and ecological studies. Next Generation Sequencing techniques such as 454 pyrosequencing allow the rapid development of microsatellite markers in nonmodel organisms. 454 pyrosequencing is a straightforward approach to develop a high number of microsatellite markers. Therefore, developing microsatellites using 454 pyrosequencing has become the method of choice for marker development. Here, we describe a user friendly way of microsatellite development from 454 pyrosequencing data and analyse data sets of 17 nonmodel species (plants, fungi, invertebrates, birds and a mammal) for microsatellite repeats and flanking regions suitable for primer development. We then compare the numbers of successfully lab-tested microsatellite markers for the various species and furthermore describe diverse challenges that might arise in different study species, for example, large genome size or nonpure extraction of genomic DNA. Successful primer identification was feasible for all species. We found that in species for which large repeat numbers are uncommon, such as fungi, polymorphic markers can nevertheless be developed from 454 pyrosequencing reads containing small repeat numbers (five to six repeats). Furthermore, the development of microsatellite markers for species with large genomes was also with Next Generation Sequencing techniques more cost and time-consuming than for species with smaller genomes. In this study, we showed that depending on the species, a different amount of 454 pyrosequencing data might be required for successful identification of a sufficient number of microsatellite markers for ecological genetic studies.

Hedonic perception of odors in children aged 5-8 years is similar across 18 countries: Preliminary data.

OBJECTIVE: Olfactory preference emerges very early in life, and the sense of smell in children rapidly develops until the second decade of life. It is still unclear whether hedonic perception of odors is shared in children inhabiting different regions of the globe. METHODS: Five-hundred ten healthy children (N = 510; ngirls = 256; nboys = 254) aged from 5 to 8 years from 18 countries rated the pleasantness of 17 odors. RESULTS: The hedonic perception of odors in children aged between 5 and 8 years was rather consistent across 18 countries and mainly driven by the qualities of an odor and the overall ability of children to label odorants. CONCLUSION: Conclusions from this study, being a secondary analysis, are limited to the presented set of odors that were initially selected for the development of U-Sniff test and present null findings for the cross-cultural variability in hedonic perception of odors across 18 countries. These two major issues should be addressed in the future to either contradict or replicate the results presented herewith. This research lays fundament for posing further research questions about the developmental aspects of hedonic perception of odors and opens a new door for investigating cross-cultural differences in chemosensory perception of children.

Septic shock and community-acquired pneumonia associated with etanercept therapy.

OBJECTIVE: To report a case of septic shock and community-acquired pneumonia in a patient with psoriatic arthritis receiving treatment with etanercept. PATIENT DETAILS: A 65-year-old woman diagnosed as having psoriatic arthritis had received treatment with etanercept. Chest X-ray studies were normal and the tuberculin skin test was negative. Two months after etanercept therapy, the patient presented to our emergency department with fever, cough, chest pain and generalized weakness. Chest radiography revealed a right pulmonary infiltrate. Her condition rapidly deteriorated and she went into shock with a further drop in her blood pressure, tachycardia and tachypnea. She was intubated, mechanically ventilated and was treated with fluids, cardioversion and amiodarone. Empiric therapy with levofloxacin, amikacin and cefepime were initiated. In the urinalysis, the result of a rapid test for Streptococcus pneumoniae was positive. Etanercept treatment was suspended due to a possible adverse reaction associated with this drug. At the start of therapy her clinical condition improved slowly. On Day 28, the patient was afebrile and she was discharged from the intensive care unit. DISCUSSION: Most of the infections associated with etanercept therapy have been reported in patients with rheumatoid arthritis. Based on our observations, etanercept was the possible offender in the development of septic shock and respiratory failure in community-acquired pneumonia. There was a temporal relationship between exposure to the drug and onset of symptoms. Etanercept was the only drug administered before the septic shock developed. Based on the Naranjo algorithm, the adverse reaction could be considered possible. CONCLUSION: Patients initiated on etanercept should be counseled and receive appropriate screening before drug initiation. All febrile and newly occurring concomitant illnesses should be promptly evaluated. General practitioners should discontinue etanercept treatment and institute prompt and aggressive intervention if infection develops.

Exacerbation of psoriatic skin lesions in a patient with psoriatic arthritis receiving adalimumab.

OBJECTIVE: To report a case of a patient with psoriatic arthritis (PsA) receiving adalimumab, who developed an exacerbation of palmoplantaris pustulosa psoriasis. CASE SUMMARY: A 38-year-old woman diagnosed with PsA had received treatment with non-steroidal antiinflammatory drugs. Two months prior to admission, the patient had a Disease Activity Score of 3.8; diclofenac therapy was suspended and physicians considered treatment with adalimumab. Chest X-rays were normal and the tuberculin skin test was negative. Treatment with adalimumab was started. After the third dose of adalimumab, the patient developed an exacerbation of psoriatic skin lesions on palms and soles. The clinical course was consistent with an exacerbation of palmoplantaris pustulosa psoriasis. Adalimumab treatment was suspended. The patient was treated with oral methotrexate 2.5 mg once weekly. One month after methrotexate was started, the patient developed a severe alopecia. Methrotexate therapy was suspended. Three months later, the patient continued with psoriatic skin lesions on palms and soles. Treatment with Psoralen and ultraviolet A therapy was initiated and the patient condition improved without occurrence of psoriatic skin lesions in the next 4 months. DISCUSSION: Cases of worsening or exacerbation of psoriatic skin lesions induced by anti-tumour necrosis factor (TNF) agents in patients diagnosed PsA are infrequently described in the literature. The most likely cause of the exacerbation of palmoplantaris pustulosa psoriasis in this case was considered to be adalimumab because of the close temporal relationship between exposure to the drug and onset of symptoms. Adalimumab was the only identifiable precipitant that the patient encountered before the exacerbation of psoriasis developed. In accordance with the data obtained and based on the Naranjo algorithm, the adverse reaction could be considered probable. CONCLUSIONS: Patients initiated on adalimumab therapy should be closely monitored for the development of exacerbation of psoriasis. Clinicians should be aware of this rare adverse effect of this anti-TNF drug.

Leukocyte Adhesion Deficiency Type II is a generalized defect of de novo GDP-fucose biosynthesis. Endothelial cell fucosylation is not required for neutrophil rolling on human nonlymphoid endothelium.

Leukocyte Adhesion Deficiency Type II (LAD II) is a recently described syndrome and the two patients with this defect lack fucosylated glycoconjugates. These glycoconjugates include the selectin ligand, sialyl LewisX, and various fucosylated blood group antigens. To date, the molecular anomaly in these patients has not been identified. We localized the defect in LAD II to the de novo pathway of GDP-fucose biosynthesis, by inducing cell-surface expression of fucosylated glycoconjugates after exposure of lymphoblastoid cell lines from the LAD II patients to exogenous fucose. This defect is not restricted to hematopoietic cells, since similar findings were elicited in both human umbilical vein endothelial cells (HUVEC) and fibroblasts derived from an affected abortus. We have used these LAD II endothelial cells to examine the consequence of fucosylation of endothelial cells on the rolling of normal neutrophils in an in vitro assay. Neutrophil rolling on LPS-treated normal and LAD II HUVEC was inhibited by an E-selectin monoclonal antibody at both high and low shear rates. LAD II HUVEC lacking fucosylated glycoproteins supported leukocyte rolling to a similar degree as normal HUVEC or LAD II cells that were fucose-fed. At low shear rates, an L-selectin antibody inhibited neutrophil rolling to a similar degree whether the LAD II cells had been fucose-fed or not. These findings suggest that fucosylation of nonlymphoid endothelial cells does not play a major role in neutrophil rolling and that fucose is not a critical moiety on the L-selectin ligand(s) on endothelial cells of the systemic vasculature.

[Effectiveness and safety of oxcarbazepine in chronic neuropathic pain: a study of 40 cases]. / Eficacia y tolerabilidad de oxcarbacepina en dolor neuropático crónico: estudio de 40 casos.

INTRODUCTION: Neuropathic pain (NP) often fails to respond to the commonly established analgesic treatment. This fact, together with the existence of side effects, has led to the need to evaluate the analgesic effectiveness of antiepileptic drugs, which, as in the case of oxcarbazepine (OXC), are a valid alternative. AIMS: The aim of this study was to evaluate the effectiveness and safety of OXC in patients suffering from chronic NP. PATIENTS AND METHODS: We conducted a prospective, open study involving a series of 40 patients diagnosed with a long history of NP, which was previously resistant to different kinds of treatment with anticonvulsants, non-steroidal anti-inflammatory (NSAI) drugs, opiates and adjuncts. Patients were treated with OXC and they were evaluated in both the basal (prior to treatment) and final visits (after treatment) by means of the visual analogue scale (VAS), SF-McGill questionnaire and the Lattinen test. The patient's general impression of the result was also obtained. The statistical analysis was performed by calculating the "effect size", by computing Cohen's d. RESULTS: Treatment with OXC diminishes different symptomatic variations of this pain, but especially so in the case of lancinating discharges (d = 0.87, important effect) and burning pain (d = 0.60, moderate-important effect), although the allodynia (d = 0.48, moderate effect) also improved with treatment. In the opinion of the patients themselves, response to treatment was good or very good in 50% of cases. The chief side effects observed were dizziness, drowsiness and abdominal upsets. CONCLUSIONS: OXC can be seen as a therapeutic alternative to be taken very much into account in patients with NP having different aetiologies; it has a good benefit-risk ratio and is a form of treatment that is well accepted by patients.

Mild hypothermia during reperfusion reduces injury following ischemia of the rabbit ear.

Ischemia and reperfusion causes tissue injury that can be partially prevented by mild hypothermia. In this study we postulated that hypothermic protection could occur if imposed only during reperfusion. Rabbit ears were partially amputated, the central artery occluded for 6 h followed by reperfusion at an ambient temperature of either 20 or 24 degrees C resulting in ischemic ear temperatures of 22.5 vs. 24.7 degrees C. Ear temperature of rabbits remaining in the 24 degrees C room increased with reperfusion to 32.4 degrees C whereas those moved to the 20 degrees C room increased to 30.0 degrees C by 2 h of reperfusion. Ear volume was used as a measure of tissue edema and was measured for 7 days after the ears were allowed to reperfuse. Normalized myeloperoxidase content (polymorphonuclear cell accumulation) was significantly greater in the 24 degrees C ischemia-24 degrees C reperfusion group compared with the other groups. Ear edema was significantly less in the two groups exposed to 20 degrees C reperfusion compared with the 24 degrees C ischemia-24 degrees C reperfusion group. Peak ear volume was 5.0 times baseline for the 24 degrees C ischemia-24 degrees C reperfusion, 4.0 times baseline for the 20 degrees C ischemia-24 degrees C reperfusion, 3.4 times baseline for the 24 degrees C ischemia-20 degrees C reperfusion, and 3.3 times baseline for the 20 degrees C ischemia-20 degrees C group. We conclude that mild hypothermia reduces PMN accumulation and is more effective in preventing tissue injury when imposed during reperfusion compared with during ischemia.

Endothelial cell injury in cardiovascular surgery: ischemia-reperfusion.

Myocardial ischemia and reperfusion is a common occurrence in cardiovascular surgery patients. Acute ischemia results in a spectrum of derangements, which range from transient reversible stunning of the myocardium to severe irreversible abnormalities such as infarction. Many of these abnormalities are accentuated upon reperfusion with oxygenated blood. Recently, the endothelium has been shown to play a key role in the injury suffered after ischemia and reperfusion. When rendered hypoxic and then reoxygenated, endothelial cells become activated to express proinflammatory properties that include the induction of leukocyte-adhesion molecules, procoagulant factors and vasoconstrictive agents that increase vasomotor tone. These changes may contribute to the no-reflow phenomenon by promoting endothelial edema, neutrophil and platelet plugging, microthrombosis, and enhanced vasomotor tone. An increased understanding of the role that hypoxic endothelial cell activation plays in myocardial dysfunction after ischemia/reperfusion may allow therapies to be designed to further attenuate this response.

Acarine infracommunities associated with the Mexican free-tailed bat, Tadarida brasiliensis mexicana (Chiroptera: Molossidae) in arid regions of Mexico.

The Mexican free-tailed bat, Tadarida brasiliensis mexicana, is one of the most widely distributed bats, and its range includes the whole Mexican territory. Ectoparasites of this bat have been the subject of isolated reports, but no studies of its community ecology have been conducted. The acarine infracommunities associated with this bat were analyzed, comparing bat populations from three arid regions of Mexico: an abandoned factory in Nombre de Dios, Durango; a cave in Santiago, Nuevo León; and a church in Concepción del Oro, Zacatecas. The acarine infracommunity in Nuevo Le6n's bats exhibited the highest levels of diversity as reflected by a higher richness, a lower dominance, and a moderate and relatively homogeneous abundance in this locality in relation to the other two. This pattern is influenced by stable cave conditions relative to artificial habitats. Notwithstanding, further studies are required to determine whether or not different habitat conditions are a primary factor in the process of structuring the acari infracommunities.

A pilot study to collect micro-activity data of two- to four-year-old farm labor children in Salinas Valley, California.

A pesticide exposure assessment pilot study was conducted in Salinas Valley, California during September, 1993. The pilot study had two main purposes: 1) to develop general methodologies for videotaping micro-activities of a population, and 2) to collect an initial database of activity patterns of two- to four-year-old farm labor children. Tools to accurately determine exposure and dose through all three pathways (dermal, ingestion, and inhalation) are needed to effectively assess and manage health risks posed by pesticides and other environmental pollutants. Eight to ten hours of videotape data were collected for each of four Mexican-American farm labor children. In addition, the researchers administered a day-after recall questionnaire to the caregivers of the children to test (for the study sample) the hypothesis that recall questionnaires are inadequate for collecting detailed information regarding dermal and hand-to-mouth exposures. The results of this study provide the first detailed set of videotape data on farm labor children, a population at high risk to pesticide exposures. In addition, this is the first project in the exposure assessment field to use direct observation videotaping for collecting micro-activity data in order to quantify dermal and ingestion exposure. The comparison of caregivers' recall of children's activities to actual videotapes from the pilot study supports the hypothesis that videotaping may greatly improve the accuracy of activity information used to compute dermal and ingestion exposures. However, as it was clear that the researchers' presence in some cases altered the activities of the subjects, further experiments need to be conducted to minimize interference of videotaping on exposure-related activities. This paper explains the selection of the study population, the methods used to implement the pilot study, and the lessons learned. While the discussion focuses on four case studies in the Mexican-American farm labor population, the data collection methods developed and the lessons learned can be applied to other populations.

Maternal care in the soft tick Antricola marginatus.

Among spiders, scorpions, and whip spiders, a common type of maternal care consists of females carrying newly hatched offspring on their body for a few days until they are able to live independently. While this maternal care has been suggested to occur in different argasid tick species, it has been recorded only once, for Antricola marginatus in Cuba; however, this earlier record only superficially mentioned the occurrence of this behavior, with no further details. Here we report the occurrence of maternal care in the argasid tick A. marginatus under natural conditions in a cave at Yucatan, Mexico, where 8 A. marginatus females, while walking on bat guano, had their body entirely covered by a mean number of 305 ± 112 conspecific unfed larvae (range: 105-466). Larvae covered the entire idiosoma of the female tick, where they were motionless or displayed just slight movement. This result substantially expands the number of unique characters that have been found only in Antricola spp. ticks, when compared to the other tick genera. Our findings also indicate that maternal care evolved independently in different taxa of Arachnida, since it has been reported for species of Araneae, Scorpiones, and Amblypygi, and here for an Acari species.

Caracterización general de los pacientes con EPOC de la Región del Maule: resultados preliminares del estudio MaulEPOC / General characterization of COPD patients from the Maule Region, Chile: preliminary results of the MaulEPOC study

El objetivo de esta comunicación fue evaluar el perfil epidemiológico de los pacientes con Enfermedad Pulmonar Obstructiva Crónica (EPOC) de la Región del Maule. Para ello, se contó con 127 pacientes EPOC clínicamente estables derivados por parte del neumólogo o que fueron atendidos en el centro de diagnóstico terapéutico del Hospital Regional de Talca durante el año 2016. Los pacientes fueron sometidos a una serie de pruebas de función pulmonar y debieron contestar un cuestionario para conocer antecedentes clínicos y epidemiológicos. Tras el estudio, fueron clasificados de acuerdo al criterio GOLD que integra medidas de síntomas, disnea, espirometría y riesgo de exacerbaciones. El 56% de los pacientes fueron varones y el promedio de edad en ambos sexos fue de 71,4 años (IC 95% 67,89-71,28). Un 27% tuvieron un nivel de escolarización ≤ 4 años. El 25% fueron clasificados como GOLD A, el 33% B, el 9% C y el 33% D. El 61% de los pacientes presentaron una exposición significativa simultánea a humo de cigarrillo y humo de biomasa. Los pacientes EPOC de la Región del Maule son fundamentalmente varones, adultos mayores y, frecuentemente, con bajo nivel de escolaridad. Los principales factores de riesgo para el desarrollo de la enfermedad en esta cohorte fueron la exposición simultánea a humo de tabaco y de combustibles de biomasa. La mayoría de los pacientes se encuentran en los estadios más leves de la enfermedad. Nuestros hallazgos identificaron las principales áreas que deben ser intervenidas para mejorar el manejo de la EPOC en la Región del Maule.

This study aimed to assess the epidemiological profile of subjects from the Maule Region (Chile) suffering from Chronic Obstructive Pulmonary Disease (COPD). We recruited 127 stable-COPD patients who were attended by a pulmonologist or treated at Hospital Regional de Talca during 2016. All patients underwent lung functional tests and answered a standardized questionnaire to obtain clinical and epidemiological data. Patients were classified according to the GOLD combined COPD assessment criteria, which included symptomatic assessment with the patient's spirometric classification and risk of exacerbations. GOLD A, B, C and D categories consisted of 25%, 33%, 9% and 33% of patients respectively. The mean age was 71.4 years (CI 95% 64.7-73.7) and 56% of the patients were male. A 27% of subjects completed 4 or less years of schooling. 61% of patients showed a significant combined exposure to both cigarette and biomass smoke. COPD patients from the Maule Region are mostly elderly male, often showing a low educational level. The main COPD risk factor in this cohort was the simultaneous exposure to cigarette and biomass smoke. Most patients are in the milder stages of COPD. Our findings identified the main areas that can be intervened to improve COPD management in the Maule Region.

Actualización en el tratamiento de bronquiolitis aguda: menos es más / Update in the treatment of acute bronchiolitis: less is more

Viral bronchiolitis is a major worldwide cause of morbidity and mortality in children under two years old. Evidence-based management guidelines suggest that there is no effective treatment for bronchiolitis and that supportive care - hydration and oxygenation - remains the cornerstone of clinical management. In this review we describe the current guidelines of treatment with emphasis in the limitation of unnecessary testing and intervention. Also, we discuss the future directions in the research of new therapies for bronchiolitis.

La bronquiolitis viral es una causa importante de morbilidad y mortalidad en niños de menos de dos años de edad en todo el mundo. Las guías clínicas basadas en la evidencia sugieren que no existe un tratamiento efectivo para la bronquiolitis y que la hidratación y una adecuada oxigenación, siguen siendo la base del manejo clínico. En esta revisión, se describen las actuales guías de tratamiento haciendo énfasis en limitar los exámenes e intervenciones innecesarias. También discutimos la investigación en nuevas terapias para la bronquiolitis.

A species-specific real-time PCR assay for identification of three lichen-forming fungi, Lobaria pulmonaria, Lobaria immixta and Lobaria macaronesica.

We present a multiplex real-time PCR assay for the simultaneous identification of three morphologically similar species of lichen-forming fungi, Lobaria pulmonaria, Lobaria immixta and Lobaria macaronesica. Based on TaqMan MGB (minor groove binding) probes targeting the fungal internal transcribed spacer (ITS nrDNA) region, our assay unambiguously identifies known samples from all the three species, thus providing a powerful alternative to the more expensive DNA-sequencing techniques.