Dietary inflammatory index (DII) is correlated with the incidence of non-alcoholic fatty liver disease (NAFLD): Fasa PERSIAN cohort study.

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is a prevalent liver disease predisposing patients to life-threatening conditions, including cirrhosis. There is evidence that the incidence of NAFLD is related to the individuals' dietary patterns; however, it is still remaining unknown whether the inflammatory potential of various foods/dietary patterns can directly predict a higher incidence of NAFLD. METHODS: In this cross-sectional cohort study, we investigated the relationship between the inflammatory potential of various food items and the incidence/odds of NAFLD. We used data from Fasa PERSIAN Cohort Study comprising 10,035 individuals. To measure the inflammatory potential of diet, we used the dietary inflammatory index (DII®). Fatty liver index (FLI) was also calculated for each individual to identify the presence of NAFLD (cut-off = 60). RESULTS: Our findings showed that higher DII is significantly associated with increased incidence/odds of NAFLD (OR = 1.254, 95% CI: 1.178-1.334). Additionally, we found out that higher age, female gender, diabetes mellitus, hypertriglyceridemia, hypercholesterolemia, and hypertension are other predictors of developing NAFLD. CONCLUSIONS: It can be concluded that consuming foods with a higher inflammatory potential is associated with a greater risk of developing NAFLD. Additionally, metabolic diseases, including dyslipidemia, diabetes mellitus, and hypertension, can also predict the incidence of NAFLD.

Middle Meningeal Artery Embolization with Liquid Embolic Agents for Chronic Subdural Hematoma: A Systematic Review and Meta-analysis.

PURPOSE: To assess the efficacy and safety of middle meningeal artery (MMA) embolization with liquid embolic agents and the outcomes of patients following this procedure. MATERIALS AND METHODS: A review of the literature was conducted to identify studies investigating the efficacy and safety of MMA embolization with liquid embolic agents in patients with chronic subdural hematoma (cSDH) in PubMed, Scopus, Embase, and Web of Science. The keywords "liquid embolic agent," "middle meningeal artery," "cSDH," and "embolization" as well as their synonyms were used to build up the search strategy. The R statistical software and random-effects model were used for analysis. Heterogeneity was reported as I2, and publication bias was calculated using the Egger test. RESULTS: Of 628 articles retrieved, 14 studies were eligible to be included in this study. Data of 276 patients were analyzed. n-Butyl cyanoacrylate and ethylene vinyl alcohol copolymer were the most commonly used embolic agents. This study revealed a pooled mortality rate of 0% (95% confidence interval [CI], 0.00%-100%), recurrence and failure rate of 3% (95% CI, 1%-10%), reoperation/reintervention rate of 4% (95% CI, 2%-12%), rate of size decrease of 94% (95% CI, 79%-98%), technical success rate of 100% (95% CI, 76%-100%), and adverse event rate of 1% (95% CI, 0.00%-4%). CONCLUSIONS: With low mortality, recurrence, reoperation, and adverse event rates and a remarkable decrease in the size of hematomas, MMA embolization with liquid embolic agents may be considered a safe and effective treatment option in patients in whom surgical intervention has previously failed and as an alternative to conventional treatments.

Prognosis prediction in traumatic brain injury patients using machine learning algorithms.

Predicting treatment outcomes in traumatic brain injury (TBI) patients is challenging worldwide. The present study aimed to achieve the most accurate machine learning (ML) algorithms to predict the outcomes of TBI treatment by evaluating demographic features, laboratory data, imaging indices, and clinical features. We used data from 3347 patients admitted to a tertiary trauma centre in Iran from 2016 to 2021. After the exclusion of incomplete data, 1653 patients remained. We used ML algorithms such as random forest (RF) and decision tree (DT) with ten-fold cross-validation to develop the best prediction model. Our findings reveal that among different variables included in this study, the motor component of the Glasgow coma scale, the condition of pupils, and the condition of cisterns were the most reliable features for predicting in-hospital mortality, while the patients' age takes the place of cisterns condition when considering the long-term survival of TBI patients. Also, we found that the RF algorithm is the best model to predict the short-term mortality of TBI patients. However, the generalized linear model (GLM) algorithm showed the best performance (with an accuracy rate of 82.03 ± 2.34) in predicting the long-term survival of patients. Our results showed that using appropriate markers and with further development, ML has the potential to predict TBI patients' survival in the short- and long-term.

Relationship Between Achievement Motivation, Mental Health and Academic Success in University Students.

Students of medical sciences are under intense mental stress induced by medical training system and are more likely to develop psychological and mental disorders. These psychological disorders may influence their performance in different aspects of life including their study. The aim of the present study is to assess the possible relationships between mental health, achievement motivation, and academic achievement and to study the effect of background factors on mentioned variables. The sample group consists of students of Kurdistan University of medical sciences. 430 students at Kurdistan University of Medical Sciences were selected randomly to participate in the present cross-sectional study in 2016. We used General Health Questionnaire (GHQ) and Achievement motivation test (AMT) as the measures of our study. Our findings indicated that mental health is significantly correlated with achievement motivation (p < .001), but has no correlation with educational success (p = .37). Also, a significant relationship was observed between achievement motivation and academic achievement (p = .025). GHQ was not correlated with demographic factors, while academic achievement and achievement motivation are associated with the field of study and marital status respectively. Conclusively, students who are more motivated to achieve their educational and academic goals, will be more likely to be successful in their education and have stronger academic performance. Also, students with more appropriate mental health status will have higher level of motivation in their education and studies. These findings reflect the importance of maintaining the medical field students' motivation and its role in their academic success.

Particle embolic agents for embolization of middle meningeal artery in the treatment of chronic subdural hematoma: A systematic review and meta-analysis.

OBJECTIVE: In this systematic review and meta-analysis, we investigated the efficacy and safety of middle meningeal artery embolization (MMAE) using particle embolic agents to treat cSDH. METHODS: To retrieve articles investigating outcomes of patients following MMAE with particle agents and to compare their outcome with conventional treatment, Scopus, PubMed, Embase, and Web of Science were searched using relevant keywords. Original articles with more than 10 cases were included. The meta-analysis was carried out using the R studio and the random-effects model. Publication bias was assessed using Peter's test and quality assessment using NIH tools. RESULTS: Eleven studies with 359 patients were included. The analysis revealed a pooled recurrence rate of 5% (CI: 3-8%), a need for reoperation rate of 5% (3-9%), and a peri-procedural complication rate of 4% (CI:2-9%) following MMAE with particle embolic agents. The pooled rates of decrease in size or resolution of the hematoma were 85% (CI:66-94%) and 66% (39-86%), respectively. Comparing MMAE using particulate embolysate with conventional treatments, risk ratio (RR) of 0.10 (CI:0.04-0.27) was achieved for recurrence, 0.25(CI:0.13-0.49) for reoperation, and 0.34 (CI:0.16-0.27) for peri-procedural complications. 91% of cSDH cases responded to MMAE with particles in the way they showed either down-sizing or complete resolution of the hematoma on follow-up imaging. In comparison, this rate was found to be 63% following conventional treatment. CONCLUSION: Middle meningeal artery embolization using particle embolysates is a safe and effective technique for the treatment of cSDH, whether as a standalone intervention or in combination with conventional treatments.

The effect of online multimedia psychoeducational interventions on the resilience and perceived stress of hospitalized patients with COVID-19: a pilot cluster randomized parallel-controlled trial.

BACKGROUND: There is evidence suggesting that quarantine might have undesirable psychological impacts on the patients. Therefore, it is important to seek for ways to increase the resilience and alleviate the psychological pressure of the patients who are quarantined due to infection with COVID-19. The present study was conducted to assess an online multimedia psychoeducational intervention regarding the feasibility, adherence, patient satisfaction and effectiveness on resilience and perceived stress of patients hospitalized with confirmed COVID-19. METHOD: This was a pilot cluster randomized parallel-controlled trial with hospital wards as the units of randomization. Participants in this fully online trial were 50 consecutive patients who were hospitalized in 2 hospitals in Shiraz, after being diagnosed with COVID-19. Before the beginning of the intervention, four inpatient wards inside two of the hospitals were randomly assigned to either intervention or control conditions. All eligible participants in the wards allocated to the intervention condition received online multimedia psychoeducational interventions during the 2 weeks, whilst the patients in the wards allocated to the control condition were offered the opportunity to receive telephone-based psychological counseling if needed. Psychoeducational interventions mainly included cognitive-behavioural techniques, stress management techniques, mindfulness-based stress reduction and positive psychotherapy. The patients were assessed regarding resilience and perceived stress at baseline and after two weeks. RESULTS: Of 27 patients starting multimedia psychoeducational interventions, 26 (96.29%) completed post-assessments. A high level of adherence (80.76%) and satisfaction (Mean = 29.42; SD = 4.18) with the online multimedia psychoeducational interventions was found. Compared with the control group, the patients who used online multimedia psychoeducational interventions reported greater resilience (Meanintervention = 81.74; Meancontrol = 72.86; adjusted t (46) = 2.10; p = 0.04; CI: 0.39 to 17.38; dppc2 = 0.83) and fewer perceived stress (Meanintervention = 22.15; Meancontrol = 29.45; adjusted t (46) = 2.66; p = 0.01; CI: - 12.81 to - 1.78; dppc2 = - 0.77) after 2 weeks. DISCUSSION: The findings of the present study provided a successful first attempt at implementing feasible online multimedia psychoeducational interventions to promote resilience and mitigate stress among the patients who were hospitalized due to infection with COVID-19. The present results could help mental health professionals to determine which psychological techniques should be emphasized to promote patients' resilience in the context of COVID-19 disease. TRIAL REGISTRATION: Iranian Registry of Clinical Trials, IRCT20201001048893N1 . Retrospectively registered, 29 Jan 2021.