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1.
Prog Community Health Partnersh ; 17(3): 439-446, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37934442

RESUMEN

BACKGROUND: The Racial Equity Coalition (REC) formed to address persistent educational disparities. The coalition was composed of 14 Black, Indigenous and People of Color (BIPOC) organizations that provide culturally integrative youth services. OBJECTIVES: REC, with support from United Way of King County, engaged in participatory research to identify commonalities and shared struggles to inform collective action. Participatory research aligns with REC's commitment to equitable participatory processes. This article focuses on REC's experiences with funders. The objective was to understand what creates positive and challenging experiences with funders, and to identify recommendations for funders to become more culturally responsive. METHODS: A research committee was formed including representatives of nine REC organizations and United Way of King County staff. The committee conducted interviews with each of the 14 REC organizations and conducted thematic analysis of interview transcripts. Through participatory analysis, the committee drafted narratives that were further refined through a series of research retreats attended by all REC organizations. RESULTS: Recommendations were to incentivize collaboration, listen to communities to create culturally responsive definitions of success and measurement strategies, arrive at mutually agreed upon approaches with organizations, honor the connections BIPOC organizations have with their communities, and provide unrestricted funding to allow BIPOC organizations greater agency. CONCLUSIONS: A major challenge for BIPOC organizations is navigating White dominant culture that too often shows up in funding requirements. Having to fit dominant culture standards stifles BIPOC organizations' abilities to meet community needs and the responsiveness of their approaches. REC identified recommendations for funders to be more culturally responsive and community centered.


Asunto(s)
Investigación Participativa Basada en la Comunidad , Pigmentación de la Piel , Adolescente , Humanos , Narración
2.
Food Microbiol ; 115: 104334, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37567624

RESUMEN

Lactobacillaceae represent a large family of important microbes that are foundational to the food industry. Many genome sequences of Lactobacillaceae strains are now available, enabling us to conduct a comprehensive pangenome analysis of this family. We collected 3591 high-quality genomes from public sources and found that: 1) they contained enough genomes for 26 species to perform a pangenomic analysis, 2) the normalized Heap's coefficient λ (a measure of pangenome openness) was found to have an average value of 0.27 (ranging from 0.07 to 0.37), 3) the pangenome openness was correlated with the abundance and genomic location of transposons and mobilomes, 4) the pangenome for each species was divided into core, accessory, and rare genomes, that highlight the species-specific properties (such as motility and restriction-modification systems), 5) the pangenome of Lactiplantibacillus plantarum (which contained the highest number of genomes found amongst the 26 species studied) contained nine distinct phylogroups, and 6) genome mining revealed a richness of detected biosynthetic gene clusters, with functions ranging from antimicrobial and probiotic to food preservation, but ∼93% were of unknown function. This study provides the first in-depth comparative pangenomics analysis of the Lactobacillaceae family.


Asunto(s)
Genómica , Lactobacillaceae , Filogenia
3.
BMC Psychiatry ; 23(1): 531, 2023 07 24.
Artículo en Inglés | MEDLINE | ID: mdl-37488523

RESUMEN

OBJECTIVE: The aim was to determine the prevalence of depressive disorder and associated psychological factors among adolescents living with HIV/AIDS. METHODS: One hundred and five adolescents with HIV were assessed for self-esteem, internalized HIV stigma and diagnosed of depressive disorder. Chi square and t tests were used to test associations and hierarchical logistic regression used to identify independent risk factors for depression. RESULTS: The mean age of participants was 16.5 (± 1.97) years and 55.2% were males. Mean stigma scores were significantly higher in those with depressive disorder (16.53 ± 3.85) when compared with those without (13.42 ± 3.464) and this difference was statistically significant (t = 3.17, p = 0.01). The mean self-esteem scores were significantly lower in participants with depressive disorder (17.53 ± 4.69) compared to those without depressive disorder (19.71 ± 3.86), though not significant (t = 1.96, p = 0.053). Depressive disorder was further significantly associated with female sex, being in romantic relationship, decline in work output due to HIV and HIV stigma. Independent risk factors were sex and HIV stigma. CONCLUSION: Depressive disorder is common among adolescents living with HIV infection in Nigeria. The association between HIV stigma and depression, thus suggests the need for prevention strategies targeting the impacts of HIV infection among adolescents.


Asunto(s)
Síndrome de Inmunodeficiencia Adquirida , Infecciones por VIH , Masculino , Adolescente , Femenino , Humanos , Depresión , Nigeria , Factores de Riesgo
4.
Pharm Res ; 40(8): 1915-1925, 2023 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-37498498

RESUMEN

PURPOSE: Niclosamide is approved as an oral anthelminthic, but its low oral bioavailability hinders its medical use requiring high drug exposure outside the gastrointestinal tract. An optimized solution of niclosamide for nebulization and intranasal administration using the ethanolamine salt has been developed and tested in a Phase 1 trial. In this study we investigate the pulmonary exposure of niclosamide following administration via intravenous injection, oral administration or nebulization. METHODS: We characterized the plasma and pulmonary pharmacokinetics of three ascending doses of nebulized niclosamide in sheep, compare it to intravenous niclosamide for compartmental PK modelling, and to the human equivalent approved 2 g oral dose to investigate in the pulmonary exposure of different niclosamide delivery routes. Following a single-dose administration to five sheep, niclosamide concentrations were determined in plasma and epithelial lining fluid (ELF). Non-compartmental and compartmental modeling was used to characterize pharmacokinetic profiles. Lung function tests were performed in all dose groups. RESULTS: Administration of all niclosamide doses were well tolerated with no adverse changes in lung function tests. Plasma pharmacokinetics of nebulized niclosamide behaved dose-linear and was described by a 3-compartmental model estimating an absolute bioavailability of 86%. ELF peak concentration and area under the curve was 578 times and 71 times higher with nebulization of niclosamide relative to administration of oral niclosamide. CONCLUSIONS: Single local pulmonary administration of niclosamide via nebulization was well tolerated in sheep and resulted in substantially higher peak ELF concentration compared to the human equivalent oral 2 g dose.


Asunto(s)
Antibacterianos , Niclosamida , Humanos , Animales , Ovinos , Administración por Inhalación , Etanolamina , Pulmón , Etanolaminas
5.
bioRxiv ; 2023 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-36993262

RESUMEN

During early development, myosin II mechanically reshapes and folds embryo tissue. A much-studied example is ventral furrow formation in Drosophila , marking the onset of gastrulation. Furrowing is driven by contraction of actomyosin networks on apical cell surfaces, but how the myosin patterning encodes tissue shape is unclear, and elastic models failed to reproduce essential features of experimental cell contraction profiles. The myosin patterning exhibits substantial cell-to-cell fluctuations with pulsatile time-dependence, a striking but unexplained feature of morphogenesis in many organisms. Here, using biophysical modeling we find viscous forces offer the principle resistance to actomyosin-driven apical constriction. In consequence, tissue shape is encoded in the direction-dependent curvature of the myosin patterning which orients an anterior-posterior furrow. Tissue contraction is highly sensitive to cell-to-cell myosin fluctuations, explaining furrowing failure in genetically perturbed embryos whose fluctuations are temporally persistent. In wild-type embryos, this catastrophic outcome is averted by pulsatile myosin time-dependence, a time-averaging effect that rescues furrowing. This low pass filter mechanism may underlie the usage of actomyosin pulsing in diverse morphogenetic processes across many organisms.

6.
bioRxiv ; 2023 Mar 16.
Artículo en Inglés | MEDLINE | ID: mdl-36993296

RESUMEN

Regulation of the microbiota is critical to intestinal health yet the mechanisms employed by innate immunity remain unclear. Here we show that mice deficient in the C-Type-lectin receptor, Clec12a developed severe colitis, which was dependent on the microbiota. Fecal-microbiota-transplantation (FMT) studies into germfree mice revealed a colitogenic microbiota formed within Clec12a -/- mice that was marked by expansion of the gram-positive organism, Faecalibaculum rodentium . Treatment with F. rodentium was sufficient to worsen colitis in wild-type mice. Macrophages within the gut express the highest levels of Clec12a. Cytokine and sequencing analysis in Clec12a -/- macrophages revealed heighten inflammation but marked reduction in genes associated with phagocytosis. Indeed, Clec12a -/- macrophages are impaired in their ability to uptake F. rodentium. Purified Clec12a had higher binding to gram-positive organisms such as F. rodentium . Thus, our data identifies Clec12a as an innate immune surveillance mechanism to control expansion of potentially harmful commensals without overt inflammation.

7.
bioRxiv ; 2023 Jan 31.
Artículo en Inglés | MEDLINE | ID: mdl-36778372

RESUMEN

Background: Dietary fiber is important for a healthy diet, but intake is low in CKD patients and the impact this has on the manifestations of CKD-Mineral Bone Disorder (MBD) is unknown. Methods: The Cy/+ rat with progressive CKD was fed a casein-based diet of 0.7% phosphate with 10% inulin (fermentable fiber) or cellulose (non-fermentable fiber) from 22 weeks to either 30 or 32 weeks of age (~30 and ~15 % of normal kidney function). We assessed CKD-MBD, cecal microbiota, and serum gut-derived uremic toxins. Two-way ANOVA was used to evaluate the effect of age and inulin diet, and their interaction. Results: In CKD animals, dietary inulin led to changes in microbiota alpha and beta diversity at 30 and 32 weeks, with higher relative abundance of several taxa, including Bifidobacterium and Bacteroides , and lower Lactobacillus . Inulin reduced serum levels of gut-derived uremic toxins, phosphate, and parathyroid hormone, but not fibroblast growth factor-23. Dietary inulin decreased aorta and cardiac calcification and reduced left ventricular mass index and cardiac fibrosis. Bone turnover and cortical bone parameters were improved with inulin; however, bone mechanical properties were not altered. Conclusions: The addition of the fermentable fiber inulin to the diet of CKD rats led to changes in the gut microbiota composition, lowered gut-derived uremic toxins, and improved most parameters of CKD-MBD. Future studies should assess this fiber as an additive therapy to other pharmacologic and diet interventions in CKD. Significance Statement: Dietary fiber has well established beneficial health effects. However, the impact of fermentable dietary fiber on the intestinal microbiome and CKD-MBD is poorly understood. We used an animal model of progressive CKD and demonstrated that the addition of 10% of the fermentable fiber inulin to the diet altered the intestinal microbiota and lowered circulating gut-derived uremic toxins, phosphorus, and parathyroid hormone. These changes were associated with improved cortical bone parameters, lower vascular calcification, and reduced cardiac hypertrophy, fibrosis and calcification. Taken together, dietary fermentable fiber may be a novel additive intervention to traditional therapies of CKD-MBD.

8.
bioRxiv ; 2023 Feb 09.
Artículo en Inglés | MEDLINE | ID: mdl-36798422

RESUMEN

Objective: Functional muscle network analysis has attracted a great deal of interest in recent years, promising high sensitivity to changes of intermuscular synchronicity, studied mostly for healthy subjects and recently for patients living with neurological conditions (e.g., those caused by stroke). Despite the promising results, the between- and within-session reliability of the functional muscle network measures are yet to be established. Here, for the first time, we question and evaluate the test-retest reliability of non-parametric lower-limb functional muscle networks for controlled and lightly-controlled tasks, i.e., sit-to-stand, and over-the-ground walking, respectively, in healthy subjects. Method: Fifteen subjects (eight females) were included over two sessions on two different days. The muscle activity was recorded using 14 surface electromyography (sEMG) sensors. The intraclass correlation coefficient (ICC) of the within-session and between-session trials was quantified for the various network metrics, including degree and weighted clustering coefficient. In order to compare with common classical sEMG measures, the reliabilities of the root mean square (RMS) of sEMG and the median frequency (MDF) of sEMG were also calculated. Results: The ICC analysis revealed superior between-session reliability for muscle networks, with statistically significant differences when compared to classic measures. Conclusion and Significance: This paper proposed that the topographical metrics generated from functional muscle network can be reliably used for multi-session observations securing high reliability for quantifying the distribution of synergistic intermuscular synchronicities of both controlled and lightly controlled lower limb tasks. In addition, the low number of sessions required by the topographical network metrics to reach reliable measurements indicates the potential as biomarkers during rehabilitation.

9.
Sci Total Environ ; 858(Pt 2): 159988, 2023 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-36356733

RESUMEN

Organic matter (OM) quantity, quality, and nutrient dynamics within twelve shallow lakes in the Czech Republic were assessed in the context of catchment soil pH and iron (Fe) concentration. The catchments of the lakes were classified into two categories: (i) slightly acidic (soil pH = 5.1-6.3) with Fe-rich soils (H_Fe; Fe = 315-344 mg kg-1 in Mehlich 3 extract); and (ii) neutral (soil pH = 6.8-7.6) with Fe-poor soils (L_Fe; Fe = 126-259 mg kg-1 in Mehlich 3 extract). The quality of OM in the two lake types was characterized using a combination of spectroscopic techniques (UV-Vis, fluorescence, and Fourier Transform Infrared spectroscopy). We show that dissolved nutrient and dissolved organic carbon (DOC) concentrations, as well as the amount of aromatic and protein-like compounds in the water column and sediment porewater were significantly (p < 0.01) lower in the H_Fe lakes compared to the waterbodies located within L_Fe catchments. The FTIR analyses of the H_Fe sediments contained higher relative concentrations of aromatic compounds with hydroxyl-containing functional groups and carbohydrates, while more aliphatic and oxidised OM was found in the L_Fe lake sediments. These results suggest that the pH value of catchment soils and, particularly, their Fe content have profound geochemical effects on the mobility of OM and nutrients in the sediments of recipient waters. Because the OM-Fe association stabilises OM in sediments, waterbodies within L_Fe catchments are likely more vulnerable to increasing eutrophication and oxygen depletion compared to those in H_Fe catchments and this has important implications for water quality management, risk assessment, and predictions of aquatic ecosystem vulnerability under conditions of accelerating climate change.


Asunto(s)
Ecosistema , Suelo , Suelo/química , Lagos/química , Nutrientes , Concentración de Iones de Hidrógeno , Extractos Vegetales
10.
medRxiv ; 2023 Jan 23.
Artículo en Inglés | MEDLINE | ID: mdl-35982680

RESUMEN

Background: Performance of rapid antigen tests for SARS-CoV-2 (Ag-RDT) varies over the course of an infection, and their performance in screening for SARS-CoV-2 is not well established. We aimed to evaluate performance of Ag-RDT for detection of SARS-CoV-2 for symptomatic and asymptomatic participants. Methods: Participants >2 years old across the United States enrolled in the study between October 2021 and February 2022. Participants completed Ag-RDT and molecular testing (RT-PCR) for SARS-CoV-2 every 48 hours for 15 days. This analysis was limited to participants who were asymptomatic and tested negative on their first day of study participation. Onset of infection was defined as the day of first positive RT-PCR result. Sensitivity of Ag-RDT was measured based on testing once, twice (after 48-hours), and thrice (after 96 hours). Analysis was repeated for different Days Post Index PCR Positivity (DPIPP) and stratified based on symptom-status. Results: In total, 5,609 of 7,361 participants were eligible for this analysis. Among 154 participants who tested positive for SARS-CoV-2, 97 were asymptomatic and 57 had symptoms at infection onset. Serial testing with Ag-RDT twice 48-hours apart resulted in an aggregated sensitivity of 93.4% (95% CI: 89.1-96.1%) among symptomatic participants on DPIPP 0-6. Excluding singleton positives, aggregated sensitivity on DPIPP 0-6 for two-time serial-testing among asymptomatic participants was lower at 62.7% (54.7-70.0%) but improved to 79.0% (71.0-85.3%) with testing three times at 48-hour intervals. Discussion: Performance of Ag-RDT was optimized when asymptomatic participants tested three-times at 48-hour intervals and when symptomatic participants tested two-times separated by 48-hours.

12.
Braz. j. otorhinolaryngol. (Impr.) ; 88(supl.5): 75-82, Nov.-Dec. 2022. tab
Artículo en Inglés | LILACS-Express | LILACS | ID: biblio-1420889

RESUMEN

Abstract Objectives: During the COVID-19 pandemic, several cases of changes in olfaction and taste associated with the infection have been reported. Therefore, otolaryngologists are frequently the first medical professionals sought by patients. The aim of this study was to evaluate the frequency of olfaction and taste disorders in patients hospitalized with COVID-19, and their association with other clinical manifestations and patient evolution during hospitalization. Methods: 248 patients, admitted to three public hospitals in Belo Horizonte, Minas Gerais, Brazil, were prospectively included: Hospital das Clínicas da Universidade Federal de Minas Gerais (HC-UFMG), Hospital Júlia Kubitschek (HJK) and Hospital Eduardo de Menezes (HEM), who, upon admission to hospital, presented with Severe Acute Respiratory Syndrome due to COVID-19. Clinical and laboratory variables and outcomes during hospitalization were prospectively collected from the electronic medical records. The collection of sociodemographic and symptomatology data during the acute phase was carried out prospectively in electronic medical records and confirmed with the patients at a subsequent outpatient visit. Results: The most frequently reported symptoms were dyspnea (77.4%), cough (69.8%) and fever (55.2%). During the acute phase of the disease, 95 (38.3%) and 87 (35.1%) patients reported taste and olfaction disorders, respectively. There was a lower prevalence of dysosmia among patients with previous comorbidities (p < 0.05). Both symptoms were associated with less need for intensive care admission (p = 0.001 for dysgeusia and p = 0.021 for dysosmia) and a negative correlation with length of hospital stay (dysosmia: r= −0.175, p < 0.05; dysgeusia: r = −0.29, p < 0.001) and length of stay in the ICU (dysosmia: r = −0.136, p < 0.05; dysgeusia: r = −0.215, p < 0.05). The absence of taste disorders was also associated with a greater need for mechanical ventilation (p < 0.001). Conclusion: Changes in taste and olfaction were reported by a large number of patients in the acute phase of COVID-19. In this study, both were markers of better clinical patient evolution. Level of evidence: 1B.

13.
Rev Neurol (Paris) ; 178(10): 1079-1089, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36336491

RESUMEN

BACKGROUND: Intravenous thrombolysis (IVT) use for acute ischemic stroke (AIS) varies among countries, partly due to guidelines and product labeling changes. The study aim was to identify the characteristics of patients with AIS treated with off-label IVT and to determine its safety when performed in a primary stroke center (PSC). METHODS: This observational, single-center study included all consecutive patients admitted to Perpignan PSC for AIS and treated with IVT and patients transferred for EVT, between January 1, 2015 and December 31, 2019. Data of patients treated with IVT according to ("in-label group") or outside ("off-label") the initial guidelines and manufacturer's product specification were compared. Safety was assessed using symptomatic intracerebral hemorrhage (SIH) as the main adverse event. RESULTS: Among the 892 patients in the database (834 screened by MRI, 93.5%), 746 were treated by IVT: 185 (24.8%) "in-label" and 561 (75.2%) "off-label". In the "off-label" group, 316 (42.4% of the cohort) had a single criterion for "off-label" use, 197 (26.4%) had two, and 48 (6.4%) had three or more criteria, without any difference in IVT safety pattern among them. SIH rates were comparable between the "off-label" and "in-label" groups (2.7% vs. 1.1%, P=0.21); early neurological deterioration and systematic adverse event due to IVT treatment were similar in the 2 groups. "Off-label" patients had higher in-hospital (8.7% vs. 3.8%, P=0.05) and 3-month mortality rates (12.1% vs 5.4%, P<0.01), but this is explained by confounding factors as they were older (76 vs 67 years, P<0.0001) and more dependent (median modified Rankin scale score 0.4 vs 0.1, P<0.0001) at admission. CONCLUSIONS: "Off-label" thrombolysis for AIS seems to be safe and effective in the routine setting of a primary stroke center.


Asunto(s)
Isquemia Encefálica , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Humanos , Terapia Trombolítica/efectos adversos , Fibrinolíticos/efectos adversos , Isquemia Encefálica/tratamiento farmacológico , Estudios Retrospectivos , Accidente Cerebrovascular Isquémico/etiología , Accidente Cerebrovascular/terapia , Hemorragia Cerebral/inducido químicamente , Hemorragia Cerebral/epidemiología , Hemorragia Cerebral/tratamiento farmacológico , Resultado del Tratamiento
14.
Bull World Health Organ ; 100(11): 733-738, 2022 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-36324559

RESUMEN

Problem: Like most low- and middle-income countries, Viet Nam has a scarcity of rehabilitation professionals and lacks training programmes that meet international standards. Approach: In 2018, four Vietnamese medical universities, the Université Catholique de Louvain, the Université Libre de Bruxelles, the Humanity & Inclusion charity and World Physiotherapy agreed to collaborate on strengthening pre-service education for physiotherapists in the country. Local setting: Viet Nam has a favourable environment for nurturing rehabilitation services and education: development funds have been available; government investment is increasing; and rehabilitation education has existed for many decades. Relevant changes: The collaboration resulted in the establishment of: (i) a 4-year, competency-based, entry-level curriculum for physiotherapists (bachelor's degree); (ii) opportunities for continuing professional development; (iii) a 2-year master's programme for physiotherapy lecturers and clinical supervisors; and (iv) a national physiotherapy association. In addition, four students were supported in studying for PhD degrees. Strong collaboration and comprehensive and complementary interventions have laid the foundations for sustainable, high-quality, educational programmes for physiotherapists, which will improve access to, and the standard of, rehabilitation services in Viet Nam, thereby leading to better patient outcomes. Lessons learnt: Curricula for entry-level physiotherapy programmes should be competency-based, be actively managed by national educators and meet international standards while being responsive to local priorities. To strengthen the rehabilitation workforce, educators involved in teaching and supervising training programmes should have the skills and knowledge required. A national professional physiotherapy association should be established to provide continuing professional development for physiotherapists and to take part in international collaborations.


Asunto(s)
Fisioterapeutas , Humanos , Vietnam , Curriculum , Recursos Humanos , Estudiantes
16.
BAG, J. basic appl. genet. (Online) ; 33(1): 89-95, Oct. 2022. graf
Artículo en Inglés | LILACS-Express | LILACS | ID: biblio-1420289

RESUMEN

ABSTRACT Zephyranthes citrina is an ornamental American bulbous plant used as an ornamental garden crop for the aesthetic qualities of its yellow perigonium. The objective of this work was to characterize the species by classical chromosome staining and fluorochrome banding. A sporophytic chromosome number of 2n=8x=48 chromosomes was observed, being the karyotypic formula 20 m + 26 sm + 2 st. Satellites were detected in the short arm of metacentric chromosomes 8, 9, 11 and 12, which colocalized with constitutive heterochromatin CMA+/DAPI-/0 bands. The karyotype comprised chromosome pairs with terminal constitutive heterochromatin bands that included satellites and heteromorphic clusters indicating that it is an allooctoploid. These results will be used as a tool for monitoring genetic improvement, in interspecific crosses and its progenies and in biotechnological procedures by in vitro culture.


RESUMEN Zephyranhtes citrina es una planta bulbosa americana, ornamental, utilizada en jardines por las cualidades estéticas de su perigonio amarillo. El objetivo de este trabajo fue caracterizar citogenéticamente la especie con tinción clásica convencional y bandeo cromosómico. Se observó un número cromosómico esporofítico de 2n=8x=48, siendo la fórmula cariotípica 20 m + 26 sm + 2st. Se detectaron satélites en el brazo corto de los cromosomas metacéntricos 8, 9, 11 y 12, que co-localizaron con bandas de heterocromatina constitutiva CMA+/DAPI-. El cariotipo comprendió pares de cromosomas con bandas de heterocromatina constitutivas terminales que incluyeron satélites y grupos heteromórficos que indican que es un alooctoploide. Estos resultados serán usados como herramientas en el monitoreo del mejoramiento genético, en análisis de cruzamientos interespecíficos y progenies y en procedimientos biotecnológicos de cultivo in vitro.

17.
Environ Pollut ; 312: 120086, 2022 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-36064062

RESUMEN

Ecological risk assessment of contaminated sediment has become a fundamental component of water quality management programs, supporting decision-making for management actions or prompting additional investigations. In this study, we proposed a machine learning (ML)-based approach to assess the ecological risk of contaminated sediment as an alternative to existing index-based methods and costly toxicity testing. The performance of three widely used index-based methods (the pollution load index, potential ecological risk index, and mean probable effect concentration) and three ML algorithms (random forest, support vector machine, and extreme gradient boosting [XGB]) were compared in their prediction of sediment toxicity using 327 nationwide data sets from Korea consisting of 14 sediment quality parameters and sediment toxicity testing data. We also compared the performances of classifiers and regressors in predicting the toxicity for each of RF, SVM, and XGB algorithms. For all algorithms, the classifiers poorly classified toxic and non-toxic samples due to limited information on the sediment composition and the small training dataset. The regressors with a given classification threshold provided better classification, with the XGB regressor outperforming the other models in the classification. A permutation feature importance analysis revealed that Cr, Cu, Pb, and Zn were major contributors to toxicity prediction. The ML-based approach has the potential to be even more useful in the future with the expected increase in available sediment data.


Asunto(s)
Metales Pesados , Contaminantes Químicos del Agua , China , Monitoreo del Ambiente/métodos , Sedimentos Geológicos/análisis , Plomo/análisis , Aprendizaje Automático , Metales Pesados/análisis , Medición de Riesgo , Contaminantes Químicos del Agua/análisis , Contaminantes Químicos del Agua/toxicidad
18.
bioRxiv ; 2022 Aug 09.
Artículo en Inglés | MEDLINE | ID: mdl-35982677

RESUMEN

The global SARS-CoV-2 pandemic prompted rapid development of COVID-19 vaccines. Although several vaccines have received emergency approval through various public health agencies, the SARS-CoV-2 pandemic continues. Emergent variants of concern, waning immunity in the vaccinated, evidence that vaccines may not prevent transmission and inequity in vaccine distribution have driven continued development of vaccines against SARS-CoV-2 to address these public health needs. In this report, we evaluated a novel self-amplifying replicon RNA vaccine against SARS-CoV-2 in a pigtail macaque model of COVID-19 disease. We found that this vaccine elicited strong binding and neutralizing antibody responses. While binding antibody responses were sustained, neutralizing antibody waned to undetectable levels after six months but were rapidly recalled and conferred protection from disease when the animals were challenged 7 months after vaccination as evident by reduced viral replication and pathology in the lower respiratory tract, reduced viral shedding in the nasal cavity and lower concentrations of pro-inflammatory cytokines in the lung. Cumulatively, our data demonstrate in pigtail macaques that a self-amplifying replicon RNA vaccine can elicit durable and protective immunity to SARS-CoV-2 infection. Furthermore, these data provide evidence that this vaccine can provide durable protective efficacy and reduce viral shedding even after neutralizing antibody responses have waned to undetectable levels.

19.
Preprint en Inglés | medRxiv | ID: ppmedrxiv-22276220

RESUMEN

Immunocompromised patients have been at an increased risk of succumbing to COVID-19 already since the beginning of the pandemic. Here we analyzed data from patients with end stage renal disease, including those on dialysis and patients with a kidney transplant, and compared them to the general population. We found that kidney patients remain at increased risk of succumbing to COVID-19 despite all available countermeasures. The analyses underline the need for additional protection for this vulnerable population.

20.
Medicina UPB ; 41(1): 29-37, mar. 2022. Ilus, tab
Artículo en Español | LILACS, COLNAL | ID: biblio-1362616

RESUMEN

Objetivo: determinar la existencia de inequidades de acceso al diagnóstico y tratamiento del cáncer de mama en mujeres de Colombia y describir los principales factores de riesgo asociados. Metodología: se realizó una búsqueda sistemática con los términos: "neoplasias de la mama" AND "inequidades de salud" OR "inequidades del estado de salud" OR "factores socioeconómicos" AND "Colombia", en las bases de datos Pubmed (Medline), Scielo, Cochrane, EBSCO, Ovid, Elsevier, Lilacs, Imbiomed, en español, inglés y portugués, publicados desde 1 de enero 2000 al 31 de octubre de 2019. Resultados: fueron seleccionadas 14 publicaciones. Se identificó que el estrato socioeconómico, el nivel educativo y el tipo de aseguramiento, en la mayoría de los estudios, se relacionan con las inequidades en cuanto a la enfermedad, con efectos variables sobre el riesgo de cáncer de seno e impacto sobre la detección temprana y el tratamiento. Estas variables influyen sobre la supervivencia total y sobre la libre de enfermedad. Conclusiones: se identifican inequidades en salud en las pacientes con cáncer de mama en Colombia. Los factores identificados son el tipo de aseguramiento, el estrato socioeconómico bajo y la escasa formación escolar, que implican retraso en el diagnóstico y empeoran la condición clínica y la calidad de vida de las pacientes.


Objective: To determine the existence of disparities in access for diagnosis and treatment in women diagnosed with breast cancer in Colombia, and to describe the main associated risk factors. Methodology: A systematic search was conducted with the terms "Breast neoplasms" AND "Health disparities" OR "Health status disparities" OR "Socioeconomic factors" AND "Colombia", in the Pubmed databases (Medline), Scielo, Cochrane, EBSCO, Ovid, Elsevier, Lilacs, Imbiomed, in Spanish, English, and Portuguese, published from January 1, 2000 back to October 31, 2019. Results: 14 publications were selected for the writing of the manuscript. It was identified that the socioeconomic level, the level of education and the type of insurance, in most of the studies, showed significant association to disparities in the disease. They also had variable effects on the risk of breast cancer and an impact in its early detection and treatment. These factors influence the full survival of the patient and their becoming disease-free. Conclusions: Health disparities of patients with breast cancer in Colombia are identified. Factors such as type of insurance, socioeconomic level, educational level were identified, which impact the delay in diagnosis and worsen the clinical condition and the quality of life of the patients.


Objetivo: determinar a existência de inequidades de acesso ao diagnóstico e tratamento do câncer de mama em mulheres da Colômbia e descrever os principais fatores de risco associados. Metodologia: se realizou uma busca sistemática com os termos: "neoplasias da mama" AND "inequidades de saúde" OR "inequidades do estado de saúde" OR "fatores socioeconómicos" AND "Colômbia", nas bases de dados Pubmed (Medline), Scielo, Cochrane, EBSCO, Ovid, Elsevier, Lilacs, Imbiomed, em espanhol, inglês e português, publicados desde o dia 1° de janeiro de 2000 a 31 de outubro de 2019. Resultados: foram selecionadas 14 publicações. Se identificou que o estrato socioeconómico, a nível educativo e o tipo de asseguramento, na maioria dos estudos, se relacionam com as inequidades enquanto à doença, com efeitos variáveis sobre o risco de câncer de seio e impacto sobre a detecção precoce e o tratamento. Estas variáveis influem sobre a supervivência total e sobre a livre da doença. Conclusões: se identificam inequidades na saúde nos pacientes com câncer de mama na Colômbia. Os fatores identificados são o tipo de asseguramento, o estrato socioeconómico baixo e a escassa formação escolar, que implicam no retraso do diagnóstico e empioram a condição clínica e a qualidade de vida das pacientes.


Asunto(s)
Humanos , Femenino , Neoplasias de la Mama , Factores Socioeconómicos , Disparidades en el Estado de Salud , Supervivencia
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