RESUMO

The presence of infective larvae (L3) of gastrointestinal nematode (GIN) parasites in pastures directly contributes to the constant recurrence of infections in ruminant herds. This study aimed to evaluate the nematophagous fungus Duddingtonia flagrans (AC001) (proteolytic crude extract and/or conidia) in the in vitro control of GIN L3 in coprocultures. To produce the proteolytic crude extract, a suspension (107 conidia/mL) of D. flagrans was inoculated into a liquid medium. After 6 days, the medium was filtered, centrifuged, and its proteolytic activity was measured. For the experimental assay, fecal samples were collected directly from the rectal ampulla of naturally infected sheep, and egg counts per gram of feces (EPG) were performed. Coprocultures were prepared using 10 g of fecal material with the groups defined as follows: control group G1 (1.0 mL of denatured proteolytic crude extract); treated group G2 (1.0 mL of active proteolytic crude extract); treated group G3 (1.0 mL of active proteolytic crude extract + 1.0 mL of AC001 conidia). The coprocultures were maintained at room temperature (25ºC), for 7 days, and then the L3 larvae were recovered. The results demonstrated that AC001 successfully produced protease (56.34 U/mL). The treatments with active proteolytic crude extract (G2) and active proteolytic crude extract + AC001 conidia (G3) were significantly different (p < 0.01) from the control group with denatured proteolytic crude extract (G1). AC001 and its proteolytic crude extract acted concomitantly on helminths directly in the fecal environment, suggesting potential future applications in the field.

Assuntos

Ascomicetos , Fezes , Doenças dos Ovinos , Animais , Fezes/parasitologia , Fezes/microbiologia , Ovinos , Ascomicetos/fisiologia , Doenças dos Ovinos/parasitologia , Doenças dos Ovinos/terapia , Larva , Controle Biológico de Vetores/métodos , Proteólise , Peptídeo Hidrolases/metabolismo , Infecções por Nematoides/veterinária , Infecções por Nematoides/terapia , Contagem de Ovos de Parasitas/veterinária

RESUMO

OBJECTIVE: This study evaluated anthropometric, biochemical, and inflammatory biomarkers, as well as dietary intake in Brazilian children diagnosed with small intestinal bacterial overgrowth (SIBO) and compared them with their counterparts without SIBO. METHODS: This was a cross-sectional study with 106 children aged 7 to 10 years. A glucose-hydrogen breath test was performed to diagnose small intestinal bacterial overgrowth (SIBO). Anthropometric and dietary characteristics were assessed. Blood samples were collected and serum biochemical parameters and cytokines were measured. RESULTS: The occurrence of SIBO was 13.2%. Age, BMI, BMI/age WC, BFP, sex and biochemical markers were similar between SIBO-positive and SIBO-negative children (p > 0.05). High consumption of ultra-processed foods tended to be higher in SIBO-positive compared to SIBO-negative children (47.8 ± 8.2 vs. 42.6 ± 9.5, p = 0.06). Serum levels of IL-17 were higher in SIBO-positive than in SIBO-negative children [69.5 (5.4-125.7) vs. 53.4 (2.3-157.7), p = 0.03], while serum levels of IL-10 were lower in SIBO-positive than in SIBO-negative children [2.3 (0.6-7.2) vs. 5.7 (0.5-30.8), p = 0.04]. Finally, in a logistic regression adjusted for sex, BMI and age, consumption of ultra-processed foods (p = 0.03) and IL-6 levels (p = 0.003) were found to contribute to the occurrence of SIBO. CONCLUSION: this study identified for the first time an occurrence of 13% of SIBO in children living in the northeastern region of Brazil and showed that consumption of ultra-processed foods and serum levels of IL-6 may influence the occurrence of the SIBO in the pediatrics population.

Assuntos

Biomarcadores , Alimento Processado , Intestino Delgado , Criança , Feminino , Humanos , Masculino , Biomarcadores/sangue , Síndrome da Alça Cega/sangue , Síndrome da Alça Cega/diagnóstico , Brasil/epidemiologia , Testes Respiratórios , Estudos Transversais , Citocinas/sangue , Dieta , Inflamação/sangue , Intestino Delgado/microbiologia

RESUMO

An actinobacteria strain was isolated from an olive waste mill and tested for protease production on skimmed milk media. The strain identification was achieved through both 16 S rDNA sequencing and phenotypic characterization. The enzyme was purified using the ammonium sulfate/t-butanol three-phase partitioning (TPP) method, followed by characterization to investigate the effect of pH, temperature, and various chemical agents. Subsequently, the enzyme was assessed for its milk coagulation activity. The strain belonging to the Streptomyces genera, exhibits significant phylogenetic and phenotypic differences from the aligned species, suggesting its novelty as a new strain. The enzyme was best separated in the TPP aqueous phase with a 5.35 fold and 56.25% yield. Optimal activity was observed at pH 9.0 and 60 °C, with more than half of the activity retained within the pH range of 7-10 over one hour. The protease demonstrated complete stability between 30 and 60 °C. While metallic ions enhanced enzyme activity, EDTA acted as an inhibitor. The enzyme displayed resistance to H2O2, SDS, Tween 80, and Triton X-100. Notably, it was activated in organic solvents (ethyl acetate, petroleum ether, and xylene), maintaining > 75% of its original activity in butanol, ethanol, and methanol. Additionally, the enzyme yielded high milk coagulant activity of 11,478 SU/mL. The new Streptomyces sp. protease revealed high activity and stability under a wide range of biochemical conditions. Its use in the dairy industry appears particularly promising. Further industrial process investigations will be valuable in determining potential uses for this enzyme.

Assuntos

Estabilidade Enzimática , Leite , Peptídeo Hidrolases , Filogenia , Streptomyces , Temperatura , Streptomyces/isolamento & purificação , Streptomyces/enzimologia , Streptomyces/genética , Streptomyces/classificação , Leite/microbiologia , Animais , Concentração de Íons de Hidrogênio , Peptídeo Hidrolases/metabolismo , Peptídeo Hidrolases/isolamento & purificação , Peptídeo Hidrolases/química , Peptídeo Hidrolases/genética , Proteínas de Bactérias/metabolismo , Proteínas de Bactérias/genética , Proteínas de Bactérias/química , Proteínas de Bactérias/isolamento & purificação , RNA Ribossômico 16S/genética

RESUMO

Fundamento: la trombofilia hereditaria se define como la tendencia genéticamente determinada al tromboembolismo venoso, entidad con una incidencia importante a nivel mundial. Desde el laboratorio pudieran explicarse un gran porcentaje de estos eventos de trombosis. Objetivo: caracterizar desde el punto de vista clínico humoral las trombofilias hereditarias e identificar la posible relación entre marcadores bioquímicos alterados de trombosis y su recurrencia. Método: se realizó un estudio descriptivo y transversal en el laboratorio de hemostasia del Hospital Provincial Docente Saturnino Lora de Santiago de Cuba, en el periodo de un año. Se tuvo como referencia 39 pacientes: 26 con eventos trombóticos egresados de los Servicios de Angiología, Cirugía Cardiovascular y Neurología, y 13 sin evento conocido, familiares de primera línea de aquellos pacientes que resultaron con marcadores de trombofilia positivos durante el estudio. Las variables clínicas analizadas fueron: edad, sexo, antecedentes personales y familiares de trombosis y número de eventos trombóticos en el paciente. Se calcularon media, desviación estándar y porcentajes. Resultados: el déficit de proteína S ocupó el primer lugar con 22 (56,4 %). La combinación de parámetros alterados que predominó fue el déficit de proteína C y S con 8 (20,5 %). En el 64,1 % se encontraron dos o más marcadores alterados; se muestran similares porcentajes en pacientes con 1, con 2 dos o más eventos de trombosis. Conclusión: la trombofilia se presentó como una enfermedad que afecta fundamentalmente a mujeres, en edades intermedias de la vida. En pacientes asintomáticos con antecedentes familiares de evento trombótico, sin aparente causa, los marcadores de laboratorio orientan el enfoque diagnóstico. La presencia de dos o más marcadores trombogénicos positivos inclina a la ocurrencia de eventos trombóticos en esta población.

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Foundation: hereditary thrombophilia is defined as the genetically determined tendency to venous thromboembolism, an entity with a significant incidence worldwide. A large percentage of these thrombosis events could be explained from the laboratory. Objective: to characterize hereditary thrombophilias from a humoral clinical point of view and to identify the possible relationship between altered biochemical markers of thrombosis and its recurrence. Method: a descriptive and cross-sectional study was carried out in the hemostasis laboratory of the Saturnino Lora Provincial Teaching Hospital of Santiago de Cuba, over a period of one year. 39 patients were used as a reference: 26 with thrombotic events discharged from the Angiology, Cardiovascular Surgery and Neurology Services, and 13 without a known event, first-line relatives of those patients who had positive thrombophilia markers during the study. The clinical variables analyzed were: age, sex, personal and family history of thrombosis and number of thrombotic events in the patient. Mean, standard deviation and percentages were calculated. Results: protein S deficiency ranked first with 22 (56.4 %). The combination of altered parameters that predominated was protein C and S deficiency with 8 (20.5 %). Two or more altered markers were found in 64.1 %; similar percentages are shown in patients with 1, 2 or more thrombosis events. Conclusion: thrombophilia was presented as a disease that mainly affects women, at intermediate ages of life. In asymptomatic patients with a family history of thrombotic event, without apparent cause, laboratory markers guide the diagnostic approach. The presence of two or more positive thrombogenic markers suggests the occurrence of thrombotic events in this population.

RESUMO

The differential effects of cellular and ultrastructural characteristics on the optical properties of adaxial and abaxial leaf surfaces in the genus Tradescantia highlight the intricate relationships between cellular arrangement and pigment distribution in the plant cells. We examined hyperspectral and chlorophyll a fluorescence (ChlF) kinetics using spectroradiometers and optical and electron microscopy techniques. The leaves were analysed for their spectral properties and cellular makeup. The biochemical compounds were measured and correlated with the biophysical and ultrastructural features. The main findings showed that the top and bottom leaf surfaces had different amounts and patterns of pigments, especially anthocyanins, flavonoids, total phenolics, chlorophyll-carotenoids, and cell and organelle structures, as revealed by the hyperspectral vegetation index (HVI). These differences were further elucidated by the correlation coefficients, which influence the optical signatures of the leaves. Additionally, ChlF kinetics varied between leaf surfaces, correlating with VIS-NIR-SWIR bands through distinct cellular structures and pigment concentrations in the hypodermis cells. We confirmed that the unique optical properties of each leaf surface arise not only from pigmentation but also from complex cellular arrangements and structural adaptations. Some of the factors that affect how leaves reflect light are the arrangement of chloroplasts, thylakoid membranes, vacuoles, and the relative size of the cells themselves. These findings improve our knowledge of the biophysical and biochemical reasons for leaf optical diversity, and indicate possible implications for photosynthetic efficiency and stress adaptation under different environmental conditions in the mesophyll cells of Tradescantia plants.

Assuntos

Folhas de Planta , Tradescantia , Tradescantia/metabolismo , Folhas de Planta/metabolismo , Folhas de Planta/ultraestrutura , Fluorescência , Clorofila/metabolismo , Clorofila A/metabolismo

RESUMO

BACKGROUND: Colorectal cancer has a high incidence and mortality rate due to a low rate of early diagnosis. Therefore, efficient diagnostic methods are urgently needed. PURPOSE: This study assesses the diagnostic effectiveness of Carbohydrate Antigen 19-9 (CA19-9), Carcinoembryonic Antigen (CEA), Alpha-fetoprotein (AFP), and Cancer Antigen 125 (CA125) serum tumor markers for colorectal cancer (CRC) and investigates a machine learning-based diagnostic model incorporating these markers with blood biochemical indices for improved CRC detection. METHOD: Between January 2019 and December 2021, data from 800 CRC patients and 697 controls were collected; 52 patients and 63 controls attending the same hospital in 2022 were collected as an external validation set. Markers' effectiveness was analyzed individually and collectively, using metrics like ROC curve AUC and F1 score. Variables chosen through backward regression, including demographics and blood tests, were tested on six machine learning models using these metrics. RESULT: In the case group, the levels of CEA, CA199, and CA125 were found to be higher than those in the control group. Combining these with a fourth serum marker significantly improved predictive efficacy over using any single marker alone, achieving an Area Under the Curve (AUC) value of 0.801. Using stepwise regression (backward), 17 variables were meticulously selected for evaluation in six machine learning models. Among these models, the Gradient Boosting Machine (GBM) emerged as the top performer in the training set, test set, and external validation set, boasting an AUC value of over 0.9, indicating its superior predictive power. CONCLUSION: Machine learning models integrating tumor markers and blood indices offer superior CRC diagnostic accuracy, potentially enhancing clinical practice.

RESUMO

PURPOSE: The role of elective pelvic nodal irradiation in salvage radiotherapy (sRT) remains controversial. Utilizing 18F-DCFPyL PET/CT, this study aimed to investigate differences in disease distribution after whole pelvic (WPRT) or prostate bed (PBRT) radiotherapy and to identify risk factors for pelvic lymph node (LN) relapse. METHODS: This retrospective study included patients with PSA > 0.1 ng/mL post-radical prostatectomy (RP) or post-RP and sRT who underwent 18F-DCFPyL PET/CT. Disease distribution on 18F-DCFPyL PET/CT after sRT was compared using Chi-square tests. Risk factors were tested for association with pelvic LN relapse after RP and salvage PBRT using logistic regression. RESULTS: 979 18F-DCFPyL PET/CTs performed at our institution between 1/1/2022 - 3/24/2023 were analyzed. There were 246 patients meeting criteria, of which 84 received salvage RT after RP (post-salvage RT group) and 162 received only RP (post-RP group). Salvage PBRT patients (n = 58) had frequent pelvic nodal (53.6%) and nodal-only (42.6%) relapse. Salvage WPRT patients (n = 26) had comparatively lower rates of pelvic nodal (16.7%, p = 0.002) and nodal-only (19.2%, p = 0.04) relapse. The proportion of distant metastases did not differ between the two groups. Multiple patient characteristics, including ISUP grade and seminal vesicle invasion, were associated with pelvic LN disease in the post-RP group. CONCLUSION: At PSA persistence or progression, salvage WPRT resulted in lower rates of nodal involvement than salvage PBRT, but did not reduce distant metastases. Certain risk factors increase the likelihood of pelvic LN relapse after RP and can help inform salvage RT field selection.

Assuntos

Recidiva Local de Neoplasia , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Prostatectomia , Neoplasias da Próstata , Terapia de Salvação , Humanos , Masculino , Neoplasias da Próstata/radioterapia , Neoplasias da Próstata/patologia , Neoplasias da Próstata/diagnóstico por imagem , Recidiva Local de Neoplasia/radioterapia , Estudos Retrospectivos , Idoso , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Pessoa de Meia-Idade , Fatores de Risco , Metástase Linfática , Pelve/diagnóstico por imagem , Pelve/efeitos da radiação , Linfonodos/patologia , Linfonodos/diagnóstico por imagem , Linfonodos/efeitos da radiação , Lisina/análogos & derivados , Ureia/análogos & derivados

RESUMO

Only a few halophilic archaea producing carboxylesterases have been reported. The limited research on biocatalytic characteristics of archaeal esterases is primarily due to their very low production in native organisms. A gene encoding carboxylesterase from Halobacterium salinarum NRC-1 was cloned and successfully expressed in Haloferax volcanii. The recombinant carboxylesterase (rHsEst) was purified by affinity chromatography with a yield of 81%, and its molecular weight was estimated by SDS-PAGE (33 kDa). The best kinetic parameters of rHsEst were achieved using p-nitrophenyl valerate as substrate (KM = 78 µM, kcat = 0.67 s-1). rHsEst exhibited great stability to most metal ions tested and some solvents (diethyl ether, n-hexane, n-heptane). Purified rHsEst was effectively immobilized using Celite 545. Esterase activities of rHsEst were confirmed by substrate specificity studies. The presence of a serine residue in rHsEst active site was revealed through inhibition with PMSF. The pH for optimal activity of free rHsEst was 8, while for immobilized rHsEst, maximal activity was at a pH range between 8 to 10. Immobilization of rHsEst increased its thermostability, halophilicity and protection against inhibitors such as EDTA, BME and PMSF. Remarkably, immobilized rHsEst was stable and active in NaCl concentrations as high as 5M. These biochemical characteristics of immobilized rHsEst reveal its potential as a biocatalyst for industrial applications.

Assuntos

Carboxilesterase , Clonagem Molecular , Halobacterium salinarum , Proteínas Recombinantes , Carboxilesterase/genética , Carboxilesterase/metabolismo , Carboxilesterase/química , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Especificidade por Substrato , Halobacterium salinarum/enzimologia , Halobacterium salinarum/genética , Enzimas Imobilizadas/metabolismo , Enzimas Imobilizadas/química , Enzimas Imobilizadas/genética , Concentração de Íons de Hidrogênio , Cinética , Estabilidade Enzimática , Proteínas Arqueais/genética , Proteínas Arqueais/química , Proteínas Arqueais/metabolismo , Temperatura

RESUMO

The assessment of human health risk due to the presence of hazardous elements in the environment is now necessary for environmental management and legislative initiatives. This study aims to determine the contamination by As, Cd, Pb, and Cr in soils near gold mines in three municipalities located in the Andean region of Colombia. One of the main objectives of the study is to explore possible correlations between the Lifetime Cancer Risk (LCR) and phytotoxicity biomarkers using a simple and rapid-response plant model, radish (Raphanus sativus L.). In the municipality of Yalí, Puerto Berrío, and Buriticá, the hazardous elements concentrations ranged from 8.1 to 35.5, 1.7 to 892, and 5.8 to 49.8 for As, 0.1 to 4.6, 0.1 to 65.2, and 0.5 to 18.2 for Cd, 18.5 to 201.3, 13.0 to 1908, and 189 to 2345 for Pb, and 5.4 to 118.4, 65.4 to 301, and 5.4 to 102.3 for Cr, respectively. The results showed that the biomarkers intracellular H2O2 concentration, antioxidant activity, and radicle elongation exhibited significant (P < 0.05) variations associated with the concentration of hazardous elements in the soils. Significant correlations (P < 0.05, r > 0.58) were found between the biomarkers and the LCR for Cd, Pb, and Cr, but not for As. The results using biomarkers reveal that soil pH and organic matter content are important variables that control the bioavailability of these elements in the soil. The use of indicators like LCR alone has limitations and should be accompanied by the use of biomarkers that allow for a better understanding of the biological system's response to exposure to potentially toxic elements. The results obtained show the urgent need to implement public policies to minimize exposure to hazardous substances in areas near gold mining projects.

Assuntos

Biomarcadores , Monitoramento Ambiental , Ouro , Mineração , Poluentes do Solo , Solo , Poluentes do Solo/análise , Poluentes do Solo/toxicidade , Humanos , Colômbia , Solo/química , Medição de Risco , Raphanus/efeitos dos fármacos , Substâncias Perigosas/análise , Substâncias Perigosas/toxicidade , Cádmio/análise , Cádmio/toxicidade , Arsênio/análise , Arsênio/toxicidade , Metais Pesados/análise , Metais Pesados/toxicidade

RESUMO

Data on long-term treatment regimens for preventing bone mineral density (BMD) loss that occurs after denosumab (Dmab) withdrawal are scarce. Our aim was to evaluate the long-term changes (12-36 months) in BMD and bone turnover markers in a group of postmenopausal women who had been treated with Dmab and received subsequent treatment with bisphosphonates. Secondary objectives were to evaluate factors associated with BMD loss, to compare the BMD change in patients who received oral vs intravenous bisphosphonates, and to assess the frequency of fragility fractures after Dmab discontinuation. The clinical data of 54 patients, 26 of whom had clinical and DXA assessments at 36 months, were analyzed. After 12 months, the mean LS BMD had decreased by 2.8% (±5.0), FN BMD by 1.9% (±5.8), and TH BMD by 1.9% (±3.7). After 36 months, LS BMD had decreased by 3.7% (±6.7), FN BMD by 2.5% (±7.1), and TH BMD by 3.6% (±5.2). C-terminal cross-linked telopeptide of type I collagen significantly increased during the first 12 months after Dmab withdrawal but then decreased at 36 months. BMD loss at 12 months was higher in patients with more than 30 months of Dmab treatment, but this difference was only statistically significant at FN (-3.3% vs -0.3%, P = .252 at LS, -3.3% vs 0.3%, P = .033 at FN, and -2.1% vs 0.9, P = .091 at TH). There were no statistically significant differences regarding the change in BMD at 12 and 36 months between oral and intravenous treatment. Seven patients suffered incidental vertebral fractures (clinical vertebral fractures: n = 6, morphometric fractures: n = 1) three of which were multiple. None of these patients were treated following international or institutional guidelines or recommendations. In summary, our study suggests that bisphosphonates can help maintain BMD for 36 months after Dmab discontinuation.

RESUMO

Artemisia cina (Ac) is a plant with anthelmintic compounds such as 3'-demethoxy-6-O-demethylisoguaiacin (D) and norisoguaiacin (N). Three major objectives were proposed: (1) To evaluate biochemical parameters in blood (2) to determine the tissue oxidative stress by biomarkers as TBARS and glutathione peroxidase activity, and (3) to evaluate anatomopathological changes in organs such as the brain, liver, kidney, and lung after oral administration of n-hexane extract of Ac and D and N. D and N were administrated following the OECD guides for acute oral toxicity evaluation (Guide 420). Fifty Wistar rats were distributed into ten groups as follows: Group 1 (G1): 4 mg/Kg; G2: 40 mg/Kg; G3: 240 mg/Kg; G4: 1600 mg/Kg of n-hexane extract of Ac. G5: 2 mg/Kg; G6: 20 mg/Kg; G7: 120 mg/Kg; G8: 800 mg/Kg of D and N, G9: water and G10: polyvinylpyrrolidone at 2000 mg/Kg. At 14 days, the rats were euthanized, and the blood, liver, brain, kidney, and lung were taken for biochemical analysis, anatomopathological changes, and TBARS and GSH evaluation. Glucose, cholesterol, and phosphorus were altered. Histopathological analysis showed multifocal neuronal degeneration in the brain (G2). The kidney and lungs had changes in G7. The GSH and TBARS increased in G6 and G7. The TBARS activity was higher in G1 and G2. In conclusion, extract and D and N of Ac did not have damage at therapeutic doses. D, N, and n-hexane extract of A. cina do not cause histopathological damage at pharmaceutical doses. Still, the brain, kidney, and liver are related to biochemical parameters at higher doses. However, compounds are proposed as antioxidant agents.

Assuntos

Biomarcadores , Estresse Oxidativo , Extratos Vegetais , Ratos Wistar , Animais , Estresse Oxidativo/efeitos dos fármacos , Ratos , Extratos Vegetais/farmacologia , Extratos Vegetais/química , Masculino , Rim/efeitos dos fármacos , Rim/patologia , Rim/metabolismo , Encéfalo/patologia , Encéfalo/efeitos dos fármacos , Encéfalo/metabolismo , Fígado/efeitos dos fármacos , Fígado/patologia , Fígado/metabolismo , Glutationa Peroxidase/metabolismo , Substâncias Reativas com Ácido Tiobarbitúrico/metabolismo

RESUMO

This study delves into the eco-endocrinological dynamics concerning the impact of dexamethasone (DXE) on the interrenal axis in juvenile carp, Cyprinus carpio. Through a comprehensive analysis, we investigated the effects of DXE exposure on oxidative stress, biochemical biomarkers, gene expression, and bioaccumulation within the interrenal axis. Results revealed a concentration-dependent escalation of cellular oxidation biomarkers, including 1) hydroperoxides content (HPC), 2) lipid peroxidation level (LPX), and 3) protein carbonyl content (PCC), indicative of heightened oxidative stress. Concurrently, the activity of critical antioxidant enzymes, superoxide dismutase (SOD), and catalase (CAT), significantly increased, underscoring the organism's response to oxidative insult. Notable alterations were observed in biochemical biomarkers, particularly Gamma-glutamyl-transpeptidase (GGT) and alkaline phosphatase (ALP) activity, with GGT displaying a significant decrease with increasing DXE concentrations. Gene expression analysis revealed a significant upregulation of stress and inflammation response genes, as well as those associated with sensitivity to superoxide ion presence and calcium signaling, in response to DXE exposure. Furthermore, DXE demonstrated a concentration-dependent presence in interrenal tissue, with consistent bioconcentration factors observed across all concentrations tested. These findings shed light on the physiological and molecular responses of juvenile carp to DXE exposure, emphasizing the potential ecological implications of DXE contamination in aquatic environments. Understanding these dynamics is crucial for assessing the environmental impact of glucocorticoid pollutants and developing effective management strategies to mitigate their adverse effects on aquatic ecosystems.

Assuntos

Carpas , Dexametasona , Estresse Oxidativo , Poluentes Químicos da Água , Animais , Carpas/metabolismo , Carpas/fisiologia , Poluentes Químicos da Água/toxicidade , Biomarcadores/metabolismo , Peroxidação de Lipídeos/efeitos dos fármacos , Rim/metabolismo , Rim/efeitos dos fármacos

RESUMO

The pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is an emerging crisis affecting the public health system. The clinical features of COVID-19 can range from an asymptomatic state to acute respiratory syndrome and multiple organ dysfunction. Although some hematological and biochemical parameters are altered during moderate and severe COVID-19, there is still a lack of tools to combine these parameters to predict the clinical outcome of a patient with COVID-19. Thus, this study aimed at employing hematological and biochemical parameters of patients diagnosed with COVID-19 in order to build machine learning algorithms for predicting COVID mortality or survival. Patients included in the study had a diagnosis of SARS-CoV-2 infection confirmed by RT-PCR and biochemical and hematological measurements were performed in three different time points upon hospital admission. Among the parameters evaluated, the ones that stand out the most are the important features of the T1 time point (urea, lymphocytes, glucose, basophils and age), which could be possible biomarkers for the severity of COVID-19 patients. This study shows that urea is the parameter that best classifies patient severity and rises over time, making it a crucial analyte to be used in machine learning algorithms to predict patient outcome. In this study optimal and medically interpretable machine learning algorithms for outcome prediction are presented for each time point. It was found that urea is the most paramount variable for outcome prediction over all three time points. However, the order of importance of other variables changes for each time point, demonstrating the importance of a dynamic approach for an effective patient's outcome prediction. All in all, the use of machine learning algorithms can be a defining tool for laboratory monitoring and clinical outcome prediction, which may bring benefits to public health in future pandemics with newly emerging and reemerging SARS-CoV-2 variants of concern.

Assuntos

Algoritmos , COVID-19 , Aprendizado de Máquina , SARS-CoV-2 , Humanos , COVID-19/diagnóstico , Masculino , Feminino , Pessoa de Meia-Idade , Índice de Gravidade de Doença , Adulto , Biomarcadores/sangue , Idoso , Prognóstico

RESUMO

The year 2021 marked a decade of holopelagic sargassum (morphotypes Sargassum natans I and VIII, and Sargassum fluitans III) stranding on the Caribbean and West African coasts. Beaching of millions of tons of sargassum negatively impacts coastal ecosystems, economies, and human health. Additionally, the La Soufrière volcano erupted in St. Vincent in April 2021, at the start of the sargassum season. We investigated potential monthly variations in morphotype abundance and biomass composition of sargassum harvested in Jamaica and assessed the influence of processing methods (shade-drying vs. frozen samples) and of volcanic ash exposure on biochemical and elemental components. S. fluitans III was the most abundant morphotype across the year. Limited monthly variations were observed for key brown algal components (phlorotannins, fucoxanthin, and alginate). Shade-drying did not significantly alter the contents of proteins but affected levels of phlorotannins, fucoxanthin, mannitol, and alginate. Simulation of sargassum and volcanic ash drift combined with age statistics suggested that sargassum potentially shared the surface layer with ash for ~50 d, approximately 100 d before stranding in Jamaica. Integrated elemental analysis of volcanic ash, ambient seawater, and sargassum biomass showed that algae harvested from August had accumulated P, Al, Fe, Mn, Zn, and Ni, probably from the ash, and contained less As. This ash fingerprint confirmed the geographical origin and drift timescale of sargassum. Since environmental conditions and processing methods influence biomass composition, efforts should continue to improve understanding, forecasting, monitoring, and valorizing sargassum, particularly as strandings of sargassum show no sign of abating.

Assuntos

Biomassa , Sargassum , Sargassum/química , Ecossistema , Jamaica , Estações do Ano , Erupções Vulcânicas

RESUMO

The present study evaluated the effect of temporal periods of hypothermia and hyperthermia, followed by an optimal temperature recovery phase on the growth, survival, and physiological response of Penaeus vannamei. Post-larvae were exposed to stress periods for 7 and 14 days at 22 °C and 32 °C each, followed by a recovery phase at 28 °C to complete seven experimental weeks, and were compared with a control group maintained at 28 °C. Weight gain, specific growth rate, feed intake, feed conversion ratio, and survival were weekly determined. Muscle, hepatopancreas, and hemolymph were sampled on the 14th day of the recovery phase for biochemical composition, and antioxidant and digestive enzyme activities determination. The shrimp presented a higher growth rate during short-term hyperthermia in contrast to shrimp under hypothermia that presented compensatory growth after thermal stress when the temperature was restored at 28 °C. Hyperthermia increased 12-13% the feed intake while this was diminished 21-29% by the hypothermia periods. Shrimp undergo metabolic adjustments following thermal stress, with short hypothermia increasing the lipase activity and lipid storage in the hepatopancreas, while short hyperthermia also enhances chymotrypsin activity and leads to higher protein and lipid accumulation. Conversely, prolonged hyperthermia induces greater energy consumption, depleting lipid and glycogen stores, while hypothermia causes scarce mobilization of energy reserves during recovery phase. Antioxidant enzyme activities were not affected by short-thermal stress (7d), while prolonged thermal stress (14d) significantly affected SOD, CAT, and GPx activities. The present study provides important insights into the physiological plasticity of P. vannamei during recovery from thermal stress.

Assuntos

Penaeidae , Animais , Penaeidae/fisiologia , Penaeidae/crescimento & desenvolvimento , Estresse Fisiológico , Hepatopâncreas/metabolismo , Antioxidantes/metabolismo , Temperatura , Hemolinfa/metabolismo

RESUMO

Ecotoxicological tools, namely biomarkers and bioassays, may provide insights on the ecological quality status of mangroves under restoration. We investigated how 1) physicochemical parameters and water bioassays using Artemia franciscana; and 2) quantification of sublethal (osmoregulatory capacity, biochemical, and oxidative stress) and individual biomarkers (density, length-weight relationship [LWR], parasitic prevalence) in the sentinel fiddler crab Minuca rapax, can improve restoration indicators in mangroves from the Yucatán Peninsula, Southern Gulf of Mexico. We showed that water quality was improved with restoration, but still presented toxicity. Regarding sublethal biomarkers, M rapax from restored areas lower osmotic regulatory capacity, higher oxidative stress, and showed lipid peroxidation. As to the individual biomarkers, the density, LWR, and the prevalence of parasites in M. rapax was higher in restored areas. The use of bioassays/biomarkers were useful as early warning indicators to better assess the health of mangroves under restoration.

Assuntos

Ecotoxicologia , Monitoramento Ambiental , Áreas Alagadas , Animais , México , Monitoramento Ambiental/métodos , Biomarcadores , Braquiúros , Poluentes Químicos da Água/toxicidade , Poluentes Químicos da Água/análise , Qualidade da Água , Artemia , Bioensaio , Recuperação e Remediação Ambiental , Estresse Oxidativo , Golfo do México

RESUMO

PURPOSE: Machine learning (ML) models presented an excellent performance in the prognosis prediction. However, the black box characteristic of ML models limited the clinical applications. Here, we aimed to establish explainable and visualizable ML models to predict biochemical recurrence (BCR) of prostate cancer (PCa). MATERIALS AND METHODS: A total of 647 PCa patients were retrospectively evaluated. Clinical parameters were identified using LASSO regression. Then, cohort was split into training and validation datasets with a ratio of 0.75:0.25 and BCR-related features were included in Cox regression and five ML algorithm to construct BCR prediction models. The clinical utility of each model was evaluated by concordance index (C-index) values and decision curve analyses (DCA). Besides, Shapley Additive Explanation (SHAP) values were used to explain the features in the models. RESULTS: We identified 11 BCR-related features using LASSO regression, then establishing five ML-based models, including random survival forest (RSF), survival support vector machine (SSVM), survival Tree (sTree), gradient boosting decision tree (GBDT), extreme gradient boosting (XGBoost), and a Cox regression model, C-index were 0.846 (95%CI 0.796-0.894), 0.774 (95%CI 0.712-0.834), 0.757 (95%CI 0.694-0.818), 0.820 (95%CI 0.765-0.869), 0.793 (95%CI 0.735-0.852), and 0.807 (95%CI 0.753-0.858), respectively. The DCA showed that RSF model had significant advantages over all models. In interpretability of ML models, the SHAP value demonstrated the tangible contribution of each feature in RSF model. CONCLUSIONS: Our score system provide reference for the identification for BCR, and the crafting of a framework for making therapeutic decisions for PCa on a personalized basis.

Assuntos

Aprendizado de Máquina , Recidiva Local de Neoplasia , Neoplasias da Próstata , Humanos , Masculino , Neoplasias da Próstata/sangue , Neoplasias da Próstata/patologia , Recidiva Local de Neoplasia/sangue , Recidiva Local de Neoplasia/patologia , Estudos Retrospectivos , Idoso , Pessoa de Meia-Idade , Prognóstico , Árvores de Decisões , Modelos de Riscos Proporcionais , Algoritmos , Máquina de Vetores de Suporte , Antígeno Prostático Específico/sangue

RESUMO

The toxicological potential of the ethanolic extract from Campomanesia guazumifolia (EECG), a species traditionally recognised for its antidiabetic, anti-inflammatory and hypercholesterolemic properties, was investigated in acute and subacute toxicity models in rats. In the acute toxicity test, 2000 mg/kg of EECG was administered orally in female rats, while male and female rats received 250, 500 or 750 mg/kg of EECG for the subacute toxicity test. No evidence of toxicity was observed in the animals acutely exposed, indicating that the LD50 is above 2000 mg/kg. However, repeated exposure to this extract resulted in alterations in important biochemical parameters indicative of hepatic and renal toxicity, including AST, ALT, creatinine, urea, and cholesterol. Additionally, some hematological parameters were also changed by the treatment. EECG demonstrated low toxicological potential. Nevertheless, given the observed changes in liver and kidney enzymes, further investigations into the protective effects of this extract following repeated administration are warranted.

RESUMO

Microalgal biomass (MB) is a promising feedstock for bioenergy production. Nonetheless, the cell recalcitrance and the low C/N ratio limit the methane yield during anaerobic digestion. As an alternative to overcome these challenges, MB co-digestion with different feedstocks has been proposed. Thus, this study evaluated the anaerobic co-digestion (AcoD) of MB cultivated in wastewater with sugarcane vinasse (VIN) and residual glycerol from biodiesel production (GLY). Batch tests were conducted using augmented simplex-centroid mixture design to investigate the impact of AcoD on methane production (SMP), synergistic effects, and the influence on microbial community. When compared to MB digestion, 150 NmL CH4.g-1VS, binary and ternary AcoD achieved SMP increases from 120 to 337%. The combination of 16.7:16.7:66.7 (MB:VIN:GLY) showed the highest SMP for a ternary mixture (631 NmL CH4.g-1VS). Optimal synergies ranged from 1.3 to 1.4 and were primarily found for the MB:GLY AcoD. Acetoclastic Methanosaeta genus was predominant, regardless the combination between substrates. Despite the largest SMP obtained from the MB:GLY AcoD, other ternary mixtures were also highly synergetic and therefore had strong potential as a strategic renewable energy source.

RESUMO

Background: African ancestry is a known factor associated with the presentation and aggressiveness of prostate cancer (PC). Hispanic/Latino populations exhibit varying degrees of genetic admixture across Latin American countries, leading to diverse levels of African ancestry. However, it remains unclear whether genetic ancestry plays a role in the aggressiveness of PC in Hispanic/Latino patients. We explored the associations between genetic ancestry and the clinicopathological data in Hispanic/Latino PC patients from Colombia. Patients and methods: We estimated the European, Indigenous and African genetic ancestry, of 230 Colombian patients with localized/regionally advanced PC through a validated panel for genotypification of 106 Ancestry Informative Markers. We examined the associations of the genetic ancestry components with the Gleason Grade Groups (GG) and the clinicopathological characteristics. Results: No association was observed between the genetic ancestry with the biochemical recurrence or Gleason GG; however, in a two groups comparison, there were statistically significant differences between GG3 and GG4/GG5 for European ancestry, with a higher mean ancestry proportion in GG4/GG5. A lower risk of being diagnosed at an advanced age was observed for patients with high African ancestry than those with low African ancestry patients (OR: 0.96, CI: 0.92-0.99, p=0.03). Conclusion: Our findings revealed an increased risk of presentation of PC at an earlier age in patients with higher African ancestry compared to patients with lower African ancestry in our Hispanic/Latino patients.