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To date, there is no comparative data on the effects of carbohydrates, fat, and proteins, which are macronutrients, on female reproductive functions. Therefore, in this study, we investigated the effects of diets enriched with carbohydrates, fats, and proteins on folliculogenesis and oocyte development in female rats. 21-day-old rats that were just weaned were divided into 4 groups: control, carbohydrate, fat, and protein. The control group was fed with standard chow and the carbohydrate, fat, and protein groups were fed diets enriched with 75% carbohydrate, 60% fat, and 50% protein for 11 weeks, respectively. It was found that high-fat and high-protein diets caused an increase in the estrous cycle length compared to carbohydrate group (p < 0.05). Graafian follicle number decreased in the protein group compared to the control (p < 0.05). However, the atretic follicle number was higher in the fat group compared to the control group (p < 0.05). In the carbohydrate group, Zp1 was found to be lower than the control and protein groups, Zp2 was found to be lower than the control, and Zp3 was found to be lower than the fat group (p < 0.05). While BMP15 was similar between groups (p > 0.05), GDF9 was lower in all diet groups compared to the control (p < 0.05). Foxo3a was lower in the protein group compared to carbohydrate and control (p < 0.05). GAS2 was found to be higher in the control group than the fat group, and higher in the carbohydrate group than the fat and protein groups (p < 0.05). FSH, LH, Progesterone, and E2 levels were higher in all three diet groups than in the control (p < 0.05). Also, significant differences were observed between the groups regarding adiponectin, resistin, and leptin levels. Taken together, high carbohydrate, fat, and protein intake are associated with impairment of the menstrual cycle, depletion of the developing follicle types, and altered expression of folliculogenesis-specific genes and hormones. Therefore, long-term macronutrient diets may result in shortened reproductive periods and reduced fertilization potential in females in the long run.
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BACKGROUND: Breath-holding spells are a benign condition primarily seen in 3% to 5% of healthy children aged between six months and five years. Although no specific treatment is recommended due to its benign nature, iron and piracetam are used in severe or recurrent cases. We planned to compare the heart rate variability (HRV) before and after treatment with 24-hour Holter monitoring in patients receiving iron and piracetam treatment and investigate the treatment's effectiveness. METHODS: Twenty-five patients who applied to the outpatient clinic between 2013 and 2015 due to breath-holding spells were included in the study. The patients who received piracetam and iron therapy and underwent 24-hour rhythm Holter monitoring were evaluated retrospectively. RESULTS: Fourteen (56%) of these patients were evaluated as having cyanotic-type and 11 (44%) patients were assessed as having pale-type breath-holding spells. A significant difference was found only between hourly peak heart rate and total power in the group receiving iron treatment. Significant differences were also found among the minimum heart rate, mean heart rate, the standard deviation of RR intervals, the mean square root of the sum of the squares of their difference between adjacent RR intervals, spectpow, and low frequency before and after the treatment in the patients who started piracetam treatment (P < 0.05). CONCLUSIONS: Our study is critical as it is the first to investigate the effects of treatment options on various HRV in patients with breath-holding spells. There were statistically significant changes in HRV parameters in patients receiving piracetam, and the number of attacks decreased significantly. Piracetam treatment contributes positively to the breath-holding spell with regard to efficacy and HRV, therefore it can be used to treat breath-holding spells.
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Contencion de la Respiración , Frecuencia Cardíaca , Piracetam , Humanos , Frecuencia Cardíaca/efectos de los fármacos , Frecuencia Cardíaca/fisiología , Contencion de la Respiración/efectos de los fármacos , Masculino , Femenino , Preescolar , Estudios Retrospectivos , Lactante , Piracetam/farmacología , Piracetam/administración & dosificación , Piracetam/uso terapéutico , Electrocardiografía Ambulatoria/efectos de los fármacos , Resultado del Tratamiento , Hierro/administración & dosificación , Hierro/farmacologíaRESUMEN
Obesity is the excessive accumulation of adipose tissue in the body that leads to health risks. The study aimed to classify obesity levels using a tree-based machine-learning approach considering physical activity and nutritional habits. Methods: The current study employed an observational design, collecting data from a public dataset via a web-based survey to assess eating habits and physical activity levels. The data included gender, age, height, weight, family history of being overweight, dietary patterns, physical activity frequency, and more. Data preprocessing involved addressing class imbalance using Synthetic Minority Over-sampling TEchnique-Nominal Continuous (SMOTE-NC) and feature selection using Recursive Feature Elimination (RFE). Three classification algorithms (logistic regression (LR), random forest (RF), and Extreme Gradient Boosting (XGBoost)) were used for obesity level prediction, and Bayesian optimization was employed for hyperparameter tuning. The performance of different models was evaluated using metrics such as accuracy, recall, precision, F1-score, area under the curve (AUC), and precision-recall curve. The LR model showed the best performance across most metrics, followed by RF and XGBoost. Feature selection improved the performance of LR and RF models, while XGBoost's performance was mixed. The study contributes to the understanding of obesity classification using machine-learning techniques based on physical activity and nutritional habits. The LR model demonstrated the most robust performance, and feature selection was shown to enhance model efficiency. The findings underscore the importance of considering both physical activity and nutritional habits in addressing the obesity epidemic.
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BACKGROUND/AIMS: Various tissue preservation solutions are used during the removal of the organ and during transplantation to protect the normal histological and biochemical characteristics of tissue while performing a successful liver transplant. In our study, it was aimed to investigate the effects of intraperitoneal melatonin administration on liver preservation damage before transplantation. MATERIALS AND METHODS: In our study, the histological and biochemical characteristics of University of Wisconsin+melatonin group rats treated with melatonin 45 minutes before hepatectomy were compared between serum physiologic group and University of Wisconsin group. RESULTS: When hematoxylin and eosin staining was evaluated in terms of hydropic degeneration, sinusoidal dilatation, and hepatocyte necrosis, there was no statistically significant difference. Caspase 3 immunohistochemical staining showed a significant increase in Caspase 3 immunoreactivity positivity at the 12th-hour University of Wisconsin group compared to University of Wisconsin+melatonin group. As a result of biochemical analysis, the malondialdehyde and total oxidant status levels in the University of Wisconsin+melatonin group decreased significantly compared to the University of Wisconsin group. When the reduced glutathione activity and total antioxidant capacity level were compared, a significant increase was observed in the University of Wisconsin+melatonin group compared to the University of Wisconsin group at the 12th hour. It was also found that aspartate aminotransferase, alanine aminotransferase, and alkaline phosphatase levels decreased significantly in the University of Wisconsin+melatonin 12th-hour group compared to the University of Wisconsin 12th hour and control group. CONCLUSION: When the findings were evaluated, intraperitoneal administration of melatonin, a cytoprotective antioxidant, was found to play an effective role in preserving immunohistochemical and biochemical properties of liver tissue integrity and hepatocytes in University of Wisconsin solution.
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Melatonina , Ratas , Animales , Melatonina/farmacología , Antioxidantes/farmacología , Caspasa 3/farmacología , Hígado/patología , Glutatión , InsulinaRESUMEN
BACKGROUND: The first aim of this study is to perform bioinformatic analysis of lncRNAs obtained from liver tissue samples from rats treated with cisplatin hepatotoxicity and without pathology. Another aim is to identify possible biomarkers for the diagnosis/early diagnosis of hepatotoxicity by modeling the data obtained from bioinformatics analysis with ensemble learning methods. METHODS: In the study, 20 female Sprague-Dawley rats were divided into a control group and a hepatotoxicity group. Liver samples were taken from rats, and transcriptomic and histopathological analyses were performed. The dataset achieved from the transcriptomic analysis was modeled with ensemble learning methods (stacking, bagging, and boosting). Modeling results were evaluated with accuracy (Acc), balanced accuracy (B-Acc), sensitivity (Se), specificity (Sp), positive predictive value (Ppv), negative predictive value (Npv), and F1 score performance metrics. As a result of the modeling, lncRNAs that could be biomarkers were evaluated with variable importance values. RESULTS: According to histopathological and immunohistochemical analyses, a significant increase was observed in the sinusoidal dilatation and Hsp60 immunoreactivity values in the hepatotoxicity group compared to the control group (p < 0.0001). According to the results of the bioinformatics analysis, 589 lncRNAs showed different expressions in the groups. The stacking model had the best classification performance among the applied ensemble learning models. The Acc, B-Acc, Se, Sp, Ppv, Npv, and F1-score values obtained from this model were 90%, 90%, 80%, 100%, 100%, 83.3%, and 88.9%, respectively. lncRNAs with id rna-XR_005492522.1, rna-XR_005492536.1, and rna-XR_005505831.1 with the highest three values according to the variable importance obtained as a result of stacking modeling can be used as predictive biomarker candidates for hepatotoxicity. CONCLUSIONS: Among the ensemble algorithms, the stacking technique yielded higher performance results as compared to the bagging and boosting methods on the transcriptomic data. More comprehensive studies can support the possible biomarkers determined due to the research and the decisive results for the diagnosis of drug-induced hepatotoxicity.
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Objectives: Oral colonization of Acinetobacter baumannii can lead to infections such as pneumonia and sepsis. We aimed to evaluate oral colonization of hospitalized patients in ICUs and to examine risk factors for oral colonization, molecular epidemiology, and incidence of pneumonia and sepsis. Materials and Methods: The study began in February 2021. Oral cultures were taken. The microorganisms were identified by a Maldi-tof MS mass spectrometry device. Colistin resistance genes were investigated by polymerase chain reaction. Clonal relationships were determined by pulsed-field gel electrophoresis. Results: A. baumannii was found in 21 of 96 patients' oral cultures. Pneumonia and sepsis due to A. baumannii were detected in 14 and 5 patients, respectively. The mean growth time of A. baumannii from oral cultures was 11.8 days, and the meantime for the occurrence of pneumonia after oral growth was 5.2 days. We determined a plasmid mediated mcr-2 colistin resistance gene in a colistin susceptible A. baumannii strain. It is the first report of the plasmid mediated mcr-2 colistin resistance gene in our country. In total, fourteen different A. baumannii genotypes were determined in PFGE. It was determined that the effects of antibiotic use, oral motor dysfunction, mechanical ventilation, intubation, orogastric tube use, and total parenteral nutrition intake on oral colonization were statistically significant. Conclusion: Oral colonization of A. baumannii is a significant concern in ICUs. We believe that it is important to take oral cultures and follow the risk factors and take infection control measures to prevent oral colonization of resistant isolates in ICUs.
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Exposure to acrylamide (Ac) through food is almost inevitable and this kind of toxicity may cause lifelong harm. In present study, we researched effects of Crocin (Cr) on testis histopathology in Ac-induced testis of rats. Adult male rats were grouped as: group 1, 1 ml saline only; group 2, 50 mg/kg Cr only; group 3, 25 mg/kg Ac only and group 4, 25 mg/kg Ac + 50 mg/kg Cr. All administrations were given as 1 ml/day by gavage for 21 days. It was found that Ac adversely influenced the levels of FSH, testosterone and LH in the blood serum; malondialdehyde (MDA), total antioxidant status (TOS), oxidative stress index (OSI)/ glutathione (GSH), superoxide dismutase (SOD), catalase (CAT), total antioxidant status (TAS) oxidant/antioxidant parameters in testis tissue (p < .01) and the histopathological parameters like Johnson's score, seminiferous tubule diameter, seminiferous epithelial height and H-score for caspase-3 immunoreactivity. In contrary, Cr treatment resulted in increase in testosterone, follicle stimulating hormone (FSH), luteinizan hormone (LH) levels and SOD, CAT, GSH, TAS levels (p < .01) and improved all the histopathological changes. In conclusion, Cr has a promising protective potential against Ac-caused toxic damages in testicular tissue.
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Acrilamida , Testículo , Acrilamida/toxicidad , Animales , Antioxidantes/metabolismo , Antioxidantes/farmacología , Carotenoides/farmacología , Catalasa/metabolismo , Masculino , Malondialdehído/metabolismo , Estrés Oxidativo , Ratas , Ratas Wistar , Superóxido Dismutasa/metabolismo , Testículo/metabolismoRESUMEN
BACKGROUND: We aimed to evaluate the effects of two different burn dressings, hydrofiber with a silver (HFAg) and polylactic membrane (PLM), on altering the levels of important biomarkers Interleukin-6 (IL-6), Tumor necrosis factor-α (TNF-α), Transforming growth factor-ß3 (TGF-ß3) in blood and burnt tissue in children with second-degree burns. METHODS: Children between the ages of one to 16 years, with 25-50% second-degree partial-thickness burns of the total body surface area were included in this study. Patients in the PLM group were dressed with PLM in a typical way according to the manual. The HFAg group was dressed with HFAg and a sterile cover. During and at the end of the 21-day treatment, blood and skin tissue samples were taken from the two burn and control groups. IL-6, TNF-α, and TGF-ß ß3 levels were evaluated in blood and tissue samples from all groups, and the results were analyzed statistically. RESULTS: In the PLM group, IL-6 and TNF-α levels decreased early days in both serum and tissue samples to reach normal ranges compared with the HFAg group. In the PLM group, TGF-ß3 levels were elevated than in other groups for two weeks. CONCLUSION: In this study, we found that PLM controls inflammation earlier in both systemic and burn tissue. We also found that PLM increased the level of TGF-ß3, which may be associated with the prevention of the development of hypertrophic scar in the burn wound, in the blood and burn tissue during this study.
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Vendajes , Quemaduras , Citocinas/análisis , Poliésteres/uso terapéutico , Plata/uso terapéutico , Adolescente , Quemaduras/metabolismo , Quemaduras/terapia , Niño , Preescolar , Humanos , Lactante , Estudios Prospectivos , Piel/química , Piel/metabolismoRESUMEN
Infections after liver transplantation (LT), despite prophylactic therapy, are still important causes of morbidity and mortality in children. Although underlying disease and immunosuppression along with the complexity of LT procedure are the major predispositions to infections, there still might be under recognised factors predisposing infections in paediatric LT. In this study, we retrospectively analysed the risk factors of bacterial, viral, and fungal infections after LT in a series of 167 children (median =5 yr.). Of all children, 112 (67%) experienced infections: 93 (55.7%) bacterial, 56 (33.5%) viral and 15 (9%) fungal. Multilogistic regression analysis showed that the need of immunosuppressive switch increased total, bacterial, and viral infection risk 5.3, 2.5, and 2.5 times, respectively, (p=0.001, p=0.021, and p=0,019, respectively). Re-LT increased bacterial infection risk 4.2 times (p=0.040). Viral infection risk was 10 times higher in children who had more than two re-laparotomies (p=0,002). Children who had post-LT, cytomegalovirus (CMV) infection had 5.6 times increased risk for fungal infection (p=0.035). In conclusion, infection is still an important morbidity in paediatric LT and is in close relationship with other morbidities such as surgical complications. CMV infection, itself, is an independent risk factor for fungal infection.
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Infecciones por Citomegalovirus , Trasplante de Hígado , Virosis , Niño , Infecciones por Citomegalovirus/epidemiología , Humanos , Estudios Retrospectivos , Factores de Riesgo , Virosis/epidemiologíaRESUMEN
Matrix Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry (MALDI-TOF MS) is a new method that is increasingly used in microbiology laboratories due to its ability of reliable and rapid identification (ID) of bacteria and fungi. However, some problems emerge in the routine clinical diagnosis since only one gram-negative selective medium has been suggested up to date. Though EMB agar is one of the traditional gram-negative selective media, there is no data in the scientific literature, about the ID performance of MALDI TOF MS with the gram-negative bacteria grown on this medium. In this study, we tested the ID performance of MALDI-TOF MS for gram-negative isolates on EMB agar and aimed to develop a rapid and easy sample preparation method for improving this performance. A total of 468 clinical isolates of gram-negative bacteria, consisting of 37 different species from 20 genera, were included in this study. The isolates were identified using the Vitek MS MALDI-TOF MS (Bio Mérieux, France) both directly from EMB agar, and also through a two-step colony washing (once with physiologic saline, and three times with 70% ethanol) method. The performances of these two IDs were compared. In the direct reading from EMB medium, 382 (81.6%) of 468 studied isolates were correctly identified at species level; no ID was detected for 80 (17%) isolates, and 6 (1.2%) isolates (four at the genus level) were misidentified Performance of MALDI-TOF MS directly from EMB agar was excellent (100%) for 14 species including Stenotrophomonas maltophilia, Klebsiella oxytoca, Salmonella spp., and Proteus mirabilis; and lowest for Providencia spp. (62.5%), Escherichia coli (70.5%) and Acinetobacter spp. (70.7%). Following the washing procedure which was performed about 20 min with simple laboratory equipment, 434 (92.7%) isolates were correctly identified at species level; 30 (6.4%) strains could not be identified, and four (0.85%) isolates (two at the genus level) were misidentified. Statistical analyses indicated that the washing procedure defined here significantly increased the overall ID performance of MALDI-TOF MS with EMB agar (p= 0.001), particularly with improving the IDs of those markedly dye-absorbing genera, such as E.coli and A.baumannii. In this study, EMB agar which has no data until today on its suitability for mass spectrometric identification has been shown to be useful for bacterial identification with MALDI-TOF MS. In addition, the unidentified gram-negative bacteria in the direct reading from the EMB medium have been shown to be identified after the colony washing method as described here. Determination of the different medium alternatives will contribute to effective usage of MALDI-TOF MS in microbiology laboratories.
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Técnicas de Tipificación Bacteriana , Bacterias Gramnegativas , Azul de Metileno , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción , Agar , Técnicas de Tipificación Bacteriana/instrumentación , Técnicas de Tipificación Bacteriana/métodos , Bacterias Gramnegativas/química , Bacterias Gramnegativas/clasificación , Azul de Metileno/metabolismoRESUMEN
BACKGROUND: Although Th2 immune activation is predominant in allergic diseases, neopterinlevels and indoleamine 2,3-dioxygenase (IDO)-1 activity (kynurenine:tryptophan ratio), which reflect Th1 immune activity, increase with interferon-gamma (IFN-γ) stimulation. We investigated neopterin, tryptophan, and kynurenine levels as biomarkersof the Th1 immune system activation and changes in IDO-1 activityin children with asthma, allergic rhinitis, and atopic dermatitis, as well as the relationship between these biomarkers and the total IgE level, age, and disease severity. METHODS: We divided 205 children (80 girls and 125 boys, four months to 17 years old) into four groups: controls, patients with asthma, patients with allergic rhinitis, and patients with atopic dermatitis. Peripheral venous blood samples were collected. Neopterin levels were determined by an enzyme immunoassay. Tryptophan and kynurenine levels were analyzed using HPLC. IDO-1 enzyme activity was calculated using tryptophan and kynurenine levels. IgE levels were measured. The Mann-Whitney U test, Kruskal-Wallis test, and Conover post-hoc method were used for statistical analysis. RESULTS: Neopterin, tryptophan, and kynurenine levels were higher and IgE levels and IDO-1 enzyme activity were lower in patients with asthma and allergic rhinitis than in controls (P<0.05). Patients with atopic dermatitis showed higher neopterin, tryptophan, and kynurenine levels, higher IDO-1 activity, and lower IgE levels thancontrols (P<0.05). CONCLUSIONS: The Th1/Th2 balance is disrupted in children with allergic diseases, concomitant with increased Th1-mediated immune response activation and reduced IgEproduction, which is promoted by Th2-type cytokines.
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Biomarcadores/análisis , Hipersensibilidad/diagnóstico , Indolamina-Pirrol 2,3,-Dioxigenasa/sangre , Neopterin/sangre , Adolescente , Asma/diagnóstico , Asma/inmunología , Niño , Preescolar , Dermatitis Atópica/diagnóstico , Dermatitis Atópica/inmunología , Ensayo de Inmunoadsorción Enzimática , Femenino , Humanos , Hipersensibilidad/inmunología , Sistema Inmunológico/metabolismo , Inmunoglobulina E/sangre , Lactante , Quinurenina/sangre , Masculino , Estudios Prospectivos , Rinitis Alérgica/diagnóstico , Rinitis Alérgica/inmunología , Triptófano/sangreRESUMEN
BACKGROUND: There are many studies with different results that examine the association between Catechol-O-MethylTransferase (COMT) gene single-nucleotide polymorphisms (SNPs) and schizophrenia. In this study, the aim was to conduct a meta-analysis to achieve a pooled effect size of the association between COMT gene rs165599 SNP and schizophrenia. METHODS: Odds ratio (OR) was used as an effect size to determine the association between schizophrenia and the SNP. The pooled ORs were achieved under four different genetic models. When the heterogeneity among studies was high the DerSimonian-Laird random-effects model, otherwise the Mantel-Haenszel fixed-effects model was used. Publication bias was evaluated by Egger's test. RESULTS: Under different genetic models no statistically significant association was found between rs165599 SNP and schizophrenia by meta-analyses consist of 20 independent studies. There was high heterogeneity among studies, for the possible reason the population differences, although the subgroup analyzes reduced the heterogeneity, no association was obtained. However, the sex-specific estimation of the females showed that to be a G allele carrier is a risk factor for schizophrenia (OR = 1.366 [95% confidence interval = 1.094-1.706]) compared to AA homozygous. CONCLUSION: The COMT gene rs165599 SNP does not appear to be a single-risk factor for schizophrenia.