Wear Prediction of Functionally Graded Composites Using Machine Learning.

This study focuses on the production of functionally graded composites by utilizing magnesium matrix waste chips and cost-effective eggshell reinforcements through centrifugal casting. The wear behavior of the produced samples was thoroughly examined, considering a range of loads (5 N to 35 N), sliding speeds (0.5 m/s to 3.5 m/s), and sliding distances (500 m to 3500 m). The worn surfaces were carefully analyzed to gain insights into the underlying wear mechanisms. The results indicated successful eggshell particle integration in graded levels within the composite, enhancing hardness and wear resistance. In the outer zone, there was a 25.26% increase in hardness over the inner zone due to the particle gradient, with wear resistance improving by 19.8% compared to the inner zone. To predict the wear behavior, four distinct machine learning algorithms were employed, and their performance was compared using a limited dataset obtained from various test operations. The tree-based machine learning model surpassed the deep neural-based models in predicting the wear rate among the developed models. These models provide a fast and effective way to evaluate functionally graded magnesium composites reinforced with eggshell particles for specific applications, potentially decreasing the need for extensive additional tests. Notably, the LightGBM model exhibited the highest accuracy in predicting the testing set across the three zones. Finally, the study findings highlighted the viability of employing magnesium waste chips and eggshell particles in crafting functionally graded composites. This approach not only minimizes environmental impact through material repurposing but also offers a cost-effective means of utilizing these resources in creating functionally graded composites for automotive components that demand varying hardness and wear resistance properties across their surfaces, from outer to inner regions.

Impact of the COVID-19 Lockdown on Primary Bariatric Surgery: A Comparative Study of Weight Loss Trajectories and Perioperative Outcomes.

Background: The COVID-19 pandemic and subsequent lockdowns led to substantial changes in health-related behaviors and deferred elective surgeries. This study aimed to evaluate the impact of the COVID-19 lockdown on weight loss trajectories (WLT) and perioperative outcomes in primary bariatric surgery at a single tertiary referral center. Methods: Patients who underwent primary bariatric surgery immediately prior to the enforced lockdown (During-Lockdown Group, DLG) were compared with historical controls who underwent surgery before the lockdown (Before-Lockdown Group, BLG). WLT were estimated using a random intercept mixed-effects model with repeated measures. Cross-sectional group differences at 3- and 6-months post-surgery were examined. Perioperative outcomes were also analyzed. Results: A total of 273 patients were included (133 BLG, 140 DLG). The adjusted average weight decreased in both groups over time at different levels. The expected difference in weight between BLG and DLG at 3-months was 1.06 kg (P = .013) and at 6-months was .04 kg (P = .920), respectively. There were no statistically significant differences in postoperative complications, emergency department visits, re-admission rates, re-operation rates, or mortality. Conclusions: This study suggests that bariatric procedures performed before the COVID-19 lockdown were effective and safe. Despite a statistically significant difference in weight between groups at 3- and 6-months post-surgery, the difference was small and unlikely to be clinically significant. Short-term outcomes were comparable between the two groups. Further investigation is warranted to assess the impact of lifestyle changes during the lockdown on long-term bariatric surgery outcomes.

Hyoid displacement during swallowing function for completely edentulous subjects rehabilitated with mandibular implant retained overdenture.

BACKGROUND: Hyoid bone is attached to the mandible, tongue, larynx, temporal bone, and cervical spine via different types of muscles or ligaments. The tongue, mandible, and hyoid system play a crucial role in swallowing function. This within subject study aimed to evaluate the impact of mandibular implant overdentures on the displacement of the hyoid bones during the swallowing process. METHODS: Twenty five healthy edentulous subjects were selected for participating in the study. New complete dentures were constructed for all the participants. Subsequently two dental implants were inserted in the canine regions of the participant's mandibular arch. In order to retain the mandibular prosthesis in place, ball attachments were incorporated into the mandibular dentures to convert them into implant overdentures. Using 10 ml of thin liquid bolus, videofluoroscopy swallowing examination was performed in three different oral conditions: without complete dentures (WCD), with complete denture (CDs), and with a mandibular implant overdenture (IODs). ANOVA with Bonferroni test was used to analyze the data in order to determine how the hyoid displacement varied throughout different oral conditions. RESULTS: Compared to complete dentures, mandibular implant overdentures showed a significant decrease (P < 0.05) in both anterior hyoid displacement and duration of hyoid maximum anterior excursion (DOHMAE). However, there was a non-significant difference (P > 0.05) between the two oral circumstances in terms of superior hyoid displacement or duration for hyoid maximum elevation (DOHME). There is no penetration or aspiration for both complete denture and implant overdenture oral conditions. CONCLUSION: Implant retained overdentures have a positive effect on hyoid displacement during swallowing of thin liquid bolus consistency relative to conventional complete dentures. TRIAL REGISTRATION: Retrospectively registered (NCT06187181) 02/1/2024.

A Rare Recurrence of Guillain-Barré Syndrome.

Guillain-Barré syndrome (GBS) is an autoimmune polyneuroradiculopathy that is often characterized by progressive motor and sensory deficits. GBS often follows a particular trigger and is more common in males. Recurrent GBS is uncommon, but it can occur in 2-3% of patients with a prior GBS episode. Although recurrent GBS is generally milder than the initial episode, exceptions are possible, as illustrated in the case presented here. For both monophasic or recurrent GBS, treatment usually centers on supportive care, intravenous immunoglobulin administration, and plasmapheresis, with steroids having no impact on the prognosis. We present a case in which an 80-year-old woman with severe recurrent GBS experienced rapid deterioration within hours.

Seven-Year Experience of Intramural Surgery in the Middle East: A Safety and Feasibility Analysis.

Background: Intramural surgery techniques, particularly esophageal peroral endoscopic myotomy (E-POEM), gastric peroral endoscopic myotomy (G-POEM), and peroral endoscopic myotomy for Zenker's (Z-POEM), have emerged as forefront minimally invasive endoscopic procedures. While several studies have reported on the outcomes in North America and Asia, evidence in the Middle East and North Africa remains limited. This study aims to evaluate the feasibility and safety of intramural surgery techniques within this region. Methods: This retrospective cohort study was conducted with approval from the institutional review board. All patients who underwent esophageal peroral endoscopic myotomy, gastric peroral endoscopic myotomy, and peroral endoscopic myotomy for Zenker's from January 2016 to August 2023 were included. Results: In total, 119 patients underwent intramural surgery procedures during this period. The esophageal peroral endoscopic myotomy group had 81 (68%) patients, the gastric peroral endoscopic myotomy had 34 (28.6%) patients, and the peroral endoscopic myotomy for Zenker's had 4 (3.4%) patients. The full cohort was 48.7% female, with a mean overall age of 40.5 years. The mean overall body mass index was 27.5 kg/m2. The chief complaint was dysphagia (n = 80, 67.2%). All cases were successfully completed endoscopically. During the first 30 days, the most common complications were nausea/vomiting requiring admission (n = 4, 4.76%) and pneumomediastinum (n = 2, 2.38%). At a follow-up of 19 months, there were four mortalities; the causes of death were cardiac arrest (three cases) and end-stage prostate cancer (one case). Conclusions: Intramural surgery techniques are safe and technically feasible with low complication rates. Our study suggests that clinical success in the Middle East and Northern Africa population is comparable to larger international series.

Evaluation of early apical release with bipolar Collins knife versus Thulium-Yag laser enucleation of large-sized prostate. A randomized study.

Introduction and objectives: Anatomical endoscopic enucleation of the prostate (AEEP) provides durable management for patients with lower urinary tract symptoms (LUTS) secondary to large-sized prostate over other surgical modalities. We aimed to assess the early outcomes of Collins knife-assisted bipolar enucleation (BipolEP) versus Thulium-Yag enucleation (ThuLEP) in a group of patients with LUTS secondary to a prostate larger than 80 grams. Methods: We included patients with benign prostatic hyperplasia (BPH) having a prostate volume > 80 grams, international prostate symptom score (IPSS) >7, urine flow (Q-max) <15, and post-void residual (PVR)>150 ml. We excluded those with a history of previous prostatic surgery, stone, or neurogenic bladder. Bipolar enucleation with early apical release was performed using Collins knife at an 80/100-watt setting (Lamidey Noury), while ThuLEP was conducted using 550- micron fiber and 40/15-watt energy (Lisa Laser). Patients were evaluated before then 2 weeks and 3, 6,12 months postoperatively for changes in IPSS, Q- max, PVR, and the incidence of stress incontinence. Result: One hundred and twenty patients were equally randomized with a mean prostate size of 104 ± 25 gram. The mean IPSS score was 25 ± 6, Qmax 7.6 ± 1.3 mL/S, and PVR 225 ± 39. There was no significant difference regarding enucleation time, morcellation time, and enucleated tissue volume. Irrigation volume and post-operative hemoglobin drop were significantly lower in the bipolar group (p = 0.008, p = 0.0002), respectively. At the third-month follow-up, IPSS, Q-max, and PVR were comparable across both groups, with stress incontinence at 3.3% in the bipolar group versus 1.6% in the thulium group, showing an insignificant difference (p = 0.5)." Conclusion: Both BipolEP and ThuLEP, with early apical release, provide a safe and effective management of large-size prostate resulting in significant decrease in post-operative stress incontinence incidence during early follow-up. Intraoperative irrigation saline volume, and post-operative hemoglobin drop favored the bipolar group.

Bariatric Surgical Outcomes in the Elderly: A Comparison Study Between Primary and Revisional Procedures in the United Arab Emirates.

PURPOSE: Data reported on comparing primary and revisional procedures in the elderly is still limited. The aim of this study was to compare the efficacy and safety between primary and revisional bariatric surgery in a cohort of older patients. MATERIALS AND METHODS: All patients ≥ 60 years old were divided into two cohorts, primary surgery cohort (PSC) and revisional surgery cohort (RSC). Baseline and perioperative outcomes were analyzed. RESULTS: Fifty-eight patients were included (34 PSC and 24 RSC) in the study. Forty-two (25 PSC and 17 RSC) 72.4% were female. The mean age was 64 (± 3.3 years) in the PSC and 65 (± 4.2 years) in the RSC, the median initial BMI was 46.7 and 47.4 kg/m2 (p < 0.848), respectively. The mean hospital stay was (3 PSC vs. 5 RSC, p < 0.022) days. Readmissions occurred in (1 PSC vs. 3 RSC, p = 0.158) patients within 30 days of discharge. Postoperative major complications included (1 PSC vs. 5 RSC, p < 0.0278) patients. Reoperations were reported in (0 PSC vs. 3 RSC, p < 0.034) patients. Patients who underwent surgery for weight management, the initial mean BMI was (46.7 PSC vs. 47.4 RSC kg/m2, p = 0.848). At 12-months post-procedure, the mean BMI was (34.3 PSC vs. 37.7 RSC kg/m2, p = 0.372) and (23.7 PSC vs. 19.1 RSC, p = 0.231) %TBWL. The mean overall follow-up was (12.4 PSC vs. 27.5 RSC, p < 0.004) months, and one unrelated death (cancer) was reported in the RSC. CONCLUSION: PSC and RSC are effective in the elderly, however postoperative complications occurred more often in the RSC group.

The Effects of Post-Surgical Pregnancy on Weight Loss Trajectories after Bariatric Surgery: Are Initial Weight and Age Prognostic Factors?

Introduction: A substantial percentage of patients undergoing bariatric surgery are of childbearing age. Pregnancy outcomes after bariatric surgery are known. However, there are limited data on the impact of pregnancy on weight loss after surgery. Objectives: This study aims to evaluate the effects of pregnancy on post-bariatric surgery weight loss trajectories (WLTs) and to determine the association with age and initial weight. Methods: All who had primary bariatric surgeries (Roux-en-Y gastric bypass or sleeve) between September 2015 and July 2020 were classified into two groups: post-surgery gravid (GG) and post-surgery non-gravid (NG). WLTs were examined using a random intercept mixed-effects model with repeated measures nested within patients. The post-surgery/pre-gravid time phase (PoPG) was modelled using a third-degree polynomial. For GG, two third-degree spline functions modelled the post-surgery while gravid (PoWG) and post-partum (PoPP) time phases. Age and initial weight were used to control for pre-existing differences during PoPG. Weight differences at 6 months PoPP were examined by applying general linear hypothesis testing to the mixed-model results. Results: A total of 508 patients were included, 20 in GG and 488 in NG. The mean age at surgery was 33 years in GG and 37 years in NG. The mean initial BMI was 47 kg/m2 and 43 kg/m2, respectively. During PoPG, adjusted average weight in both groups follows the path across time. For GG, weight decreases and then increases during PoWG. For GG during PoPP, weight immediately decreases after delivery and then increases over time to levels similar to NG. Weight differences at 6 months PoPP for GG and NG were not statistically different. Older age was associated with reduced weight loss during PoPG by Baseline Age, while higher initial weight was associated with increased weight loss during PoPG by Baseline Weight. In both instances, these effects attenuate over time. Conclusions: This model indicates that pregnancy following bariatric surgery affects WLT during PoWG and PoPP, and no difference in weight is expected after 6 months post-gravid. Age and initial weight could be considered prognostic factors during PoPG. Patients wishing to conceive should undergo preconception counselling and be advised to avoid pregnancy during the period of rapid weight loss. They also should be informed that WLT may vary during pregnancy and early post-partum.

One-time definitive attachment connection versus healing abutment placement for an implant-retained mandibular overdenture: Peri-implant metabolic activity.

STATEMENT OF PROBLEM: Unscrewing the healing abutment can affect the soft tissue integration and apical migration of the biological width, which may compromise the integrity of peri-implant soft tissue. PURPOSE: The purpose of this clinical study was to determine the level of glycosaminoglycan (GAG) detected in the peri-implant crevicular fluid (PICF) between the test group (1-time abutment) and control group (healing abutment) for implant-retained mandibular overdentures. MATERIAL AND METHODS: Two dental implants were installed in the canine regions of the mandibular ridge of 18 healthy completely edentulous participants using 2-stage surgery and a delayed loading protocol. At the second stage surgery, the implant on the right side was exposed, and a healing abutment was screwed onto the implant (control group), while on the left side the definitive ball abutment was screwed onto the implant (test group). After 10 days, the healing abutment in the control group was unscrewed and replaced with the definitive ball abutment. For both groups, the ball attachment was directly picked up to incorporate the attachment house to the mandibular denture. PICF samples were collected from the participants at 7 days, 3 months, and 6 months after overdenture use. Statistical analysis was done with an independent samples t test (α=.05). RESULTS: A significant difference was found in the volume of PICF and the level of GAG between the test and control groups at the 7-day evaluation period (P=.008, P=.002, respectively), while the volumes of PICF and the levels of GAG were not significantly different (P>.05) at the other evaluation periods. CONCLUSIONS: The 1-time abutment protocol offers biochemical and economic advantages compared with the conventional method of using the healing abutment before placement of the definitive attachment for an implant-retained overdenture with single attachments.

Cardiovascular disease risk scores in patients with optimal vs suboptimal weight loss after bariatric surgery: Translating improvements into clinical practice.

INTRODUCTION: The aim of this study was to evaluate cardiovascular disease (CVD) risk modification in patients with optimal weight loss (OWL) versus suboptimal weight loss SWL following MBS. METHODS: This was a retrospective analysis. The 10-year risk CVD was estimated before and after one year of surgery using the "Framingham Score". RESULTS: 191 patients were included in our study. Mean baseline Framingham score was 7.2 â€‹± â€‹6.9%. According to the score, 54% of patients were classified as low risk (n â€‹= â€‹104), 23% as moderate (n â€‹= â€‹43), 20% moderately high (n â€‹= â€‹39) and 3% as high risk (n â€‹= â€‹5). One year after surgery, 91% of the patients showed reduction of their Framingham score. Mean CVD risk score decreased significantly to 4.1 â€‹± â€‹3.7% when compared to baseline (p-value is â€‹< â€‹0.001); 80% of patients classified as low risk (n â€‹= â€‹153), 13% as moderate (n â€‹= â€‹25), 7% moderately high (n â€‹= â€‹13) and 0% as high risk (n â€‹= â€‹0). CONCLUSION: Weight loss after bariatric surgery reduces CVD risk scores and the magnitude of effect correlates with the degree of weight loss.

Innovative approach for predicting daily reference evapotranspiration using improved shallow and deep learning models in a coastal region: A comparative study.

Accurate and reliable estimation of Reference Evapotranspiration (ETo) is crucial for water resources management, hydrological processes, and agricultural production. The FAO-56 Penman-Monteith (FAO-56PM) approach is recommended as the standard model for ETo estimation; nevertheless, the absence of comprehensive meteorological variables at many global locations frequently restricts its implementation. This study compares shallow learning (SL) and deep learning (DL) models for estimating daily ETo against the FAO-56PM approach based on various statistic metrics and graphic tool over a coastal Red Sea region, Sudan. A novel approach of the SL model, the Catboost Regressor (CBR) and three DL models: 1D-Convolutional Neural Networks (1D-CNN), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU) were adopted and coupled with a semi-supervised pseudo-labeling (PL) technique. Six scenarios were developed regarding different input combinations of meteorological variables such as air temperature (Tmin, Tmax, and Tmean), wind speed (U2), relative humidity (RH), sunshine hours duration (SSH), net radiation (Rn), and saturation vapor pressure deficit (es-ea). The results showed that the PL technique reduced the systematic error of SL and DL models during training for all the scenarios. The input combination of Tmin, Tmax, Tmean, and RH reflected higher performance than other combinations for all employed models. The CBR-PL model demonstrated good generalization abilities to predict daily ETo and was the overall superior model in the testing phase according to prediction accuracy, stability analysis, and less computation cost compared to DL models. Thus, the relatively simple CBR-PL model is highly recommended as a promising tool for predicting daily ETo in coastal regions worldwide which have limited climate data.

An innovative approach for predicting groundwater TDS using optimized ensemble machine learning algorithms at two levels of modeling strategy.

Groundwater salinization in coastal aquifers is a major socioeconomic challenge in Oman and many other regions worldwide due to several anthropogenic activities and natural drivers. Therefore, assessing the salinization of groundwater resources is crucial to ensure the protection of water resources and sustainable management. The aim of this study is to apply a novel approach using predictive optimized ensemble trees-based (ETB) machine learning models, namely Catboost regression (CBR), Extra trees regression (ETR), and Bagging regression (BA), at two levels of modeling strategy for predicting groundwater TDS as an indicator for seawater intrusion in a coastal aquifer, Oman. At level 1, ETR and CBR models were used as base models or inputs for BA in level 2. The results show that the models at level 1 (i.e., ETR and CBR) yielded satisfactory results using a limited number of inputs (Cl, K, and Sr) from a few sets of 40 groundwater wells. The BA model at level 2 improved the overall performance of the modeling by extracting more information from ETR and CBR models at level 1 models. At level 2, the BA model achieved a significant improvement in accuracy (MSE = 0.0002, RSR = 0.062, R2 = 0.995 and NSE = 0.996) compared to each individual model of ETR (MSE = 0.0007, RSR = 0.245, R2 = 0.98 and NSE = 0.94), and CBR (MSE = 0.0035, RSR = 0.258, R2 = 0.933 and NSE = 0.934) at level 1 models in the testing dataset. BA model at level 2 outperformed all models regarding predictive accuracy, best generalization of new data, and matching the locations of the polluted and unpolluted wells. Our approach predicts groundwater TDS with high accuracy and thus provides early warnings of water quality deterioration along coastal aquifers which will improve water resources sustainability.

Solusomes (novel soluplus® enriched nano-vesicular carriers) for improving the oral bioavailability of Candesartan cilexetil.

Candesartan cilexetil (CAN) is administered for treating hypertension and heart failure. CAN suffers poor oral bioavailability, owing to limited aqueous solubility, and first-pass metabolism. Solusomes (novel Soluplus® enriched nano-vesicular carriers) combine the merits of Soluplus®, and the traditional liposomes. They were explored to increase CAN solubility, allow a high drug release rate, and improve the oral drug bioavailability. Solusomes were developed via thin film hydration technique utilizing lipid (phosphatidylcholine; PC) and polymeric solubilizer (Soluplus®; Solu). S6 system comprising PC (0.1% w/v), CAN and Soluplus® (at 1:5 ratio; w/w), following a 5 min sonication period, was the optimum one with respect to drug entrapment efficiency (83.5 ± 2.6%), drug loading (11.9 ± 0.3%), particle size and shape (377.2 ± 12.1 nm, spherical), zeta-potential (-19.6 ± 2.1 mV), saturated drug solubility (32.09 ± 0.71 µg/mL), drug released % after 1 h (68 ± 0.9%), and stability. Significantly higher Cmax (969.12 ± 46.3 ng/mL), shorter median Tmax (1h), and improved relative bioavailability (≈ 6.8 folds) in rabbits could evidence the potential of S6 system in enhancing oral CAN bioavailability. S6 solusomes act as dual platform to improve the oral drug bioavailability and maintain effective drug concentration for a prolonged period.

Maxillary "All-on-six" treatment using zygomatic implants. Bone loss evaluation by cone beam computed tomography; Three years' follow-up.

PURPOSE: To evaluate radiographic changes around six implants (Two posterior zygomatic and four conventional implants) used with fixed detachable restorations in patients with severe maxillary posterior resorption with either Polyether ether ketone (PEEK) or titanium frameworks. MATERIALS AND METHODS: Twelve maxillary edentulous patients were rehabilitated with six implants, including two posterior zygomatic and 4 conventionally placed implants for each patient following all-on-six distribution, and opposing mandibular all-on-four implant retained fixed detachable prostheses. A two-stage surgical unloaded healing protocol was performed. According to framework and teeth materials, there were two groups; Group I: CAD-CAM milled framework from modified BioHPP PEEK, bonded to polymethylmethacrylate crowns. Group II: screw-retained CAD-CAM milled framework from titanium, bonded to zirconium crowns. Bone loss evaluation for six implants was performed using cone beam computed tomography at the time of insertion (T0), after one year (T1), and after three years (T2). RESULTS: There was a statistically significant difference in bone loss between PEEK and titanium groups. Less bone loss in PEEK groups around anterior conventional implants at buccal surfaces (P =0.01), at mesial surfaces (P <0.001), at distal surfaces (P <0.001), and zygomatic implants at buccal surfaces (P =0.004), and at palatal surfaces (P =0.003). CONCLUSIONS: Within the limitations of the study, the full-arch PEEK and titanium frameworks of fixed-detachable prostheses used with an All-on-Six distribution using zygomatic implants for rehabilitation of maxillary edentulous atrophied posterior arches was a promising treatment approach. Less bone loss was observed with the PEEK framework restorations combined with the PMMA crowns group.

Downregulation of MGMT expression by targeted editing of DNA methylation enhances temozolomide sensitivity in glioblastoma.

Glioblastoma is the most common and aggressive primary tumor of the central nervous system with poor outcome. Current gold standard treatment is surgical resection followed by a combination of radio- and chemotherapy. Efficacy of temozolomide (TMZ), the primary chemotherapeutic agent, depends on the DNA methylation status of the O6-methylguanine DNA methyltransferase (MGMT), which has been identified as a prognostic biomarker in glioblastoma patients. Clinical studies revealed that glioblastoma patients with hypermethylated MGMT promoter have a better response to TMZ treatment and a significantly improved overall survival. In this study, we thus used the CRISPRoff genome editing tool to mediate targeted DNA methylation within the MGMT promoter region. The system carrying a CRISPR-deactivated Cas9 (dCas9) fused with a methyltransferase (Dnmt3A/3L) domain downregulated MGMT expression in TMZ-resistant human glioblastoma cell lines through targeted DNA methylation. The reduction of MGMT expression levels reversed TMZ resistance in TMZ-resistant glioblastoma cell lines resulting in TMZ induced dose-dependent cell death rates. In conclusion, we demonstrate targeted RNA-guided methylation of the MGMT promoter as a promising tool to overcome chemoresistance and improve the cytotoxic effect of TMZ in glioblastoma.

Lost in translation: the pitfalls of Ensembl gene annotations between human genome assemblies and their impact on diagnostics.

BACKGROUND: Gene models based on GRCh37 human genome assembly are preferred by many international projects over other updated assemblies (GRCh38 and T2T). Discrepant genes (DGs), those recognized as protein coding in the new but not the old assembly, are ignored by several genomic resources and discarded by variant prioritization tools relying on information based on GRCh37. METHODS: We curated a set of Ensembl genes with discrepant annotations between GRCh37 and GRCh38, additionally matching their RefSeq transcripts. Furthermore, we examined their clinical and phenotypic relevance. RESULTS: A total of 337 genes were reclassified as 'protein-coding' in GRCh38 but not in GRCh37, with 194 having a discrepant HGNC gene symbol. Many remain missing from the current known RefSeq gene models (N = 73). We found many clinically relevant genes in this group of neglected genes, and we anticipate that many more will be found relevant in the future. Important additional annotations such as evolutionary constraint metrics are also not calculated for these genes, further relegating them into oblivion. CONCLUSION: For discrepant genes, the inaccurate label of 'non-protein-coding' has relevant ramifications on clinical genetics. Accurate collation of these genes allows for manual curation in clinically relevant scenarios.

Endovascular retrieval of left atrial appendage closure device embolized to the aorta.

Patients with atrial fibrillation with contraindications to anticoagulation can undergo left atrial appendage closure with a device. Hours after a 73-year-old man had undergone left atrial appendage closure, he lost perfusion to his lower extremities. Imaging studies showed that the device had migrated to the infrarenal aorta. After right common femoral artery cutdown and sheath placement, the device was retrieved with a balloon embolectomy catheter, and a balloon was simultaneously deployed in the proximal left common femoral artery to prevent device embolization. To the best of our knowledge, this report represents the first documented device retrieval from the aorta using balloon embolectomy and contralateral lower extremity embolic protection.

Knowledge, attitude and practice of medical students towards COVID19 in Sudan: A cross sectional study among 19 universities.

Background: Since December 2019, an outbreak of severe respiratory infection (COVID-19) emerged in the city of Wuhan in China. The knowledge, awareness and practice of medical students toward COVID-19 pandemic is of most importance as it demonstrates their preparedness to deal with this pandemic. The objective of this study is to assess the knowledge, awareness and practice of medical students in Sudan universities about COVID 19. Methodogy: This is a cross-sectional study conducted on 19 universities that have medical schools in Sudan. Data from at least 100 medical students from each university were included in the study. Data were collected using an online questionnaire in April 2020. Statistical analysis was conducted using the Statistical Package for Social Science software, version 25. Results: About 2603 medical students from 19 universities were included. Overall good knowledge and practice were demonstrated by the medical students (88.9%) and (78.6%), respectively. Respondents who answered that the most common clinical symptoms of COVID-19 were the main combination of dry cough, fatigue and fever were (27.7%), and the first initial symptom was headache were (48.3%.). (60.2%) Wear medical masks, (95%) said that avoiding crowded places protects against the spread of COVID-19, and (50.7%) have confidence that Sudan can win the battle against the COVID-19. Finally, (68.8%) agreed that COVID-19 will finally be successfully controlled. Conclusion: This study has found that medical students in Sudan demonstrated good knowledge and good practice toward Covid19.

Third wave of COVID-19 pandemic in Africa: Challenges and recommendations.

Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has evolved in different waves and is currently in its third wave for the majority of countries around the world. Each wave emanated with its own set of challenges. Lower- and middle-income countries such as most African countries have faced additional challenges compared to high-income countries. This paper highlights the challenges faced by Africa during the third wave of COVID-19 and proposes recommendations and strategies to contain the spread. We conducted a mini-review for the newly released articles and researches about the challenges faced by Africa during COVID-19. Fragmented healthcare sectors, limited healthcare resources and emergence of co-infections in COVID-19 patients, inadequate vaccination rollout and political conflicts are the major challenges faced by the African countries. Our recommendations to defeat this outbreak and subsequent pandemics is to raise the public's awareness about vaccines through campaigns and social media in order to lessen vaccine hesitancy. Governments as well should focus on under-served and vulnerable populations, patients with comorbidities, and communities living in endemic-striking settings as these people are more prone to the severe form of the disease. Moreover, by adopting socio-ecological perspectives, one can implement multi-level integrated interventions to help control COVID-19 more effectively.

Personalized Health Care Technology in Managing Postoperative Gastrointestinal Surgery Complications: Proof of Concept Study.

Background: Advances in three-dimensional (3D) printing technology have allowed the development of customized medical devices. Endoscopic internal drainage (EID) is a novel method to facilitate drainage of an abscess cavity into the lumen of the gastrointestinal tract by placing a double pigtail biliary stent through the fistula opening, originally designed for biliary drainage. They are available in manufacture-determined sizes and shapes. The aim of this study is to explore the feasibility of 3D printing personalized internal drainage stents for the treatment of leaks following gastrointestinal surgery over a sequential period. Methods: We retrospectively identified patients who underwent gastrointestinal anastomotic surgery complicated by postoperative leaks and underwent serial EID for treatment. Computerized Tomography scans were reviewed over a period of time, abscess cavity dimensions and characterizations were evaluated, and 3D reconstructions were obtained. The stents were designed, their shape and size were customized to the unique dimensions of the abscess and lumen of the patient. Stereolithography (SLA) 3D printing technique was used to produce the stents. Results: A total of 8 stents were produced, representing 3 patients. These stents corresponded to 2 or 3 stents per patients. Each patient underwent several endoscopic treatments, before resolution of leak. Conclusions: Customized stents may improve drainage of intra-abdominal abscesses after gastrointestinal surgery, if based on unique anatomy. This proof-of-concept study is a real-world application of personalized health care, which introduces the novel description of customizable 3D printed stents to manage complications following gastrointestinal surgery and may advance therapy for this complex clinical condition. Research Ethics Committees (REC) number is A-2021-012.