Identifying potential circulating miRNA biomarkers for the diagnosis and prediction of ovarian cancer using machine-learning approach: application of Boruta.

Introduction: In gynecologic oncology, ovarian cancer is a great clinical challenge. Because of the lack of typical symptoms and effective biomarkers for noninvasive screening, most patients develop advanced-stage ovarian cancer by the time of diagnosis. MicroRNAs (miRNAs) are a type of non-coding RNA molecule that has been linked to human cancers. Specifying diagnostic biomarkers to determine non-cancer and cancer samples is difficult. Methods: By using Boruta, a novel random forest-based feature selection in the machine-learning techniques, we aimed to identify biomarkers associated with ovarian cancer using cancerous and non-cancer samples from the Gene Expression Omnibus (GEO) database: GSE106817. In this study, we used two independent GEO data sets as external validation, including GSE113486 and GSE113740. We utilized five state-of-the-art machine-learning algorithms for classification: logistic regression, random forest, decision trees, artificial neural networks, and XGBoost. Results: Four models discovered in GSE113486 had an AUC of 100%, three in GSE113740 with AUC of over 94%, and four in GSE113486 with AUC of over 94%. We identified 10 miRNAs to distinguish ovarian cancer cases from normal controls: hsa-miR-1290, hsa-miR-1233-5p, hsa-miR-1914-5p, hsa-miR-1469, hsa-miR-4675, hsa-miR-1228-5p, hsa-miR-3184-5p, hsa-miR-6784-5p, hsa-miR-6800-5p, and hsa-miR-5100. Our findings suggest that miRNAs could be used as possible biomarkers for ovarian cancer screening, for possible intervention.

The Effect of B-Cell Lymphoma 2 and BCL2-Associated X Polymorphisms on the Survival of Acute Lymphoblastic Leukemia Patients: Application of Frailty Survival Models.

Background: B-cell lymphoma 2 (BCL-2) and BCL-2 associated X (BAX) polymorphisms are important in the apoptosis process, response to treatment and survival in Acute Lymphoblastic Leukemia (ALL) patients. We aimed to investigate the effect of these genes with other predictors corresponding to the survival of ALL patients with an appropriate frailty survival model. Methods: Our study was performed in 2020 on sixty-two cases of childhood aged 3-16 (year) with ALL disease who were selected by convenience sampling from the two hospitals of Tabriz, Iran. RFLPPCR method was used for genotyping the promoter region of the BAX and BCL-2 genes. We used different frailty survival models, to control heterogeneity between individuals due to unmeasured factors affecting their survival. All analyses were implemented using Stata 16. Results: Based on the result of log-logistic model along with frailty gamma, the proportional odds (standard error) of survival for a CC allele of BCL-2 patient compared to a AA allele patient were 6.0 (1.47); P<0.001 and for a AC of BCL-2 allele patient were 0.57 (1.23); P=0.009. Patients with AG allele of BAX had 2.05 (1.26) times greater odds of surviving than a AA allele patient (P=0.003). The odds of survival of patients with abnormal white blood cell (WBC) were 92% less than normal WBC (P<0.001). Conclusion: With controlling unmeasured factors affecting, the BCL-2 and BAX genes promoter polymorphism are effective in the survival rates for ALL.

The effect of educational text message based on health belief model on osteoporosis preventive behaviors in women: a randomized controlled clinical trial.

The purpose of this study was to investigate the effect of educational text messages, based on the health belief model, on osteoporosis preventive behaviors among women aged 30-45 years. This trial was conducted on 121 women from November until September 2017 in Shabestar, Iran. The intervention group received a daily educational text message about osteoporosis for one month, and the control group received educational text messages on frequently occurring cancers in women. Two months after the training, data were collected using the osteoporosis health belief scale, a food frequency questionnaire and the International Physical Activity Questionnaire. No significant differences were observed at baseline between the two groups, except for the perceived benefits construct. After the intervention, controlling for baseline score and adjusting for educational level, a statistically significant difference was observed between the two groups in HBM structures and nutrition performance, while no significant difference was observed in physical activity between the two groups. This study showed that educational text messages can be effective in increasing awareness, perceived susceptibility and severity, and nutritional behavior change related to risk of osteoporosis.

Effect of aerobic exercise and nutrition educationon quality of life and early menopause symptoms:A randomized controlled trial.

The aim of the authors in this randomized controlled study was to assess the effect of exercise and nutrition education on quality of life and early menopausal symptoms. This trial was conducted in east Azerbaijan Province, Iran, during the period from 2013 to 2014 with 108 women allocated into one of four groups (n = 27 in each group) by block randomization. The interventions received by the three intervention groups were: nutrition education, aerobic exercise, or exercise plus nutrition education. The control group did not receive any intervention. The Greene and MENQOL menopause symptom scales were completed before and at 8 and 12 weeks after the intervention. The mean Greene score was significantly lower than the control group in the exercise (adjusted mean difference: -5.1) and exercise plus nutrition groups (-8.0) at the end of week 8 and in the nutrition (-4.8), exercise (-8.7), and exercise plus nutrition (-13.2) groups at the end of week 12. Also, the mean MENQOL score was significantly lower than the control group in the exercise (-8.3) and exercise plus nutrition groups (-13.8) at the end of week 8 and in the nutrition (-6.6), exercise (-13.5), and exercise plus nutrition (-22.1) groups at the end of week 12. Nutrition education with aerobic exercise can improve quality of life.

Effect of olive oil massage on weight gain in preterm infants: A randomized controlled clinical trial.

BACKGROUND: Despite the fact that effect of massage with or without oil on the baby's weight gain is not clear, but recent studies have shown that massage with essential oils make lipid absorption through the skin. The aim of this study was to evaluate the effect of olive oil massage on weight gain in preterm infants. MATERIALS AND METHODS: This study was a single-blind, randomized controlled clinical trial. In this study, infants who met inclusion criteria for the study were divided into two groups by using random numbers table. Newborns in intervention group were under massage for 10 days and 3 times for 15 min daily; the mother of these newborns had been trained already using olive oil. Moreover, the infants of the control group were under massaging without oil same as the above-mentioned method. Researchers weighed babies daily during 10 days and recorded it at the checklist. Data from the study were reviewed and analyzed by descriptive statistics and repeated measure test using the statistical software SPSS/13. RESULTS: This study showed that the neonatal weight gain in the infants with the oil massage was 21 g daily in average, whereas the increase in infant massage without oil was 7 g. This difference was statistically significant (P < 0.001). CONCLUSION: Considering the positive effect of infant massage on weight gain in premature infants with olive oil, it is recommended that nurses use oil in infant massage in the neonatal units.

Comparing the results of Pap smear and Direct Visual Inspection (DVI) with 5% acetic acid in cervical cancer screening.

BACKGROUND: Cervical cancer is the most second common cancer among Iranian women. This study was carried out to compare the results of Pap smear method and Direct Visual Inspection (DVI) with 5% acetic acid in cervical cancer screening in Tabriz, Iran. MATERIAL AND METHODS: This cross-sectional study was carried out in Alzahra Therapeutic-Educational Centre, Tabriz, Iran in 2013 on 1000 women. First, Pap smear was done for all women, and then the cervix exposed with 5% acetic acid by cotton swab for 30 seconds and observed under adequate light. At the end, women with abnormal results in Pap smear or DVI method were referred to colposcopy and biopsy. Test's sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV), LR+, LR- and confidence interval (CI) were determined (P < 0.05). RESULTS: Nine-hundred and seventy-four (94.7%) cases were normal and had no abnormal findings and 26 (2.6%) participants had positive results in Pap smear or DVI test. Twelve women had abnormal Pap smear (nine women with atypical squamous cells of undetermined significance, ASCUS, three women with dysplasia, atypical endocervical, and low-grade squamous intraepithelial lesion, LSIL results) and 14 women had positive DVI (four women with human papillomavirus, HPV or koilocyte,) and one women with abnormality in both method had carcinoma in biopsy that referred to oncologist. In this study the sensitivity, specificity, PPV and NPV for DVI were 71.4%, 50%, 35.7%, and 81.8% respectively in comparison with 14.3%, 50%, 10%, and 60% for Pap smear. CONCLUSION: As the DVI method has higher sensitivity and positive predictive value than Pap smear, it could be used as a useful method beside the Pap smear.