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Deep Reinforcement Learning (DRL) has gained significant adoption in diverse fields and applications, mainly due to its proficiency in resolving complicated decision-making problems in spaces with high-dimensional states and actions. Deep Deterministic Policy Gradient (DDPG) is a well-known DRL algorithm that adopts an actor-critic approach, synthesizing the advantages of value-based and policy-based reinforcement learning methods. The aim of this study is to provide a thorough examination of the latest developments, patterns, obstacles, and potential opportunities related to DDPG. A systematic search was conducted using relevant academic databases (Scopus, Web of Science, and ScienceDirect) to identify 85 relevant studies published in the last five years (2018-2023). We provide a comprehensive overview of the key concepts and components of DDPG, including its formulation, implementation, and training. Then, we highlight the various applications and domains of DDPG, including Autonomous Driving, Unmanned Aerial Vehicles, Resource Allocation, Communications and the Internet of Things, Robotics, and Finance. Additionally, we provide an in-depth comparison of DDPG with other DRL algorithms and traditional RL methods, highlighting its strengths and weaknesses. We believe that this review will be an essential resource for researchers, offering them valuable insights into the methods and techniques utilized in the field of DRL and DDPG., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2024 The Author(s).)

As a synthetic analog of codeine, tramadol is often prescribed to treat mild to moderate pains. This study was designed to estimate and compare the histological effect of tramadol on testes of both juvenile and adult male albino mice. A total number of 40 healthy male albino mice were classified into two main groups as follows: group I (juvenile group, includes 20 mice aged three weeks) subdivided equally into group Ia (control group received isotonic saline) and group Ib (tramadol-treated group received 40 mg/kg/d tramadol orally for 30 days); group II (adult group, includes 20 mice aged two months) subdivided equally into group IIa (control group received isotonic saline) and group IIb (tramadol-treated group). Juvenile and adult tramadol-treated groups showed numerous testicular changes, including blood vessels congestion, widening of intercellular spaces, vacuolization in interstitial tissues, luminal germ cells exfoliation, and increased expression of caspase-3 that indicated cellular apoptosis. In the ultrastructural examination, spermatogenic cells degenerated with the frequent appearance of apoptotic cells. Sertoli cells showed vacuolations, large lipid droplets, and disrupted intercellular cell junctions. These observed testicular changes were markedly observed in the juvenile group. Testicular abnormalities and apoptotic changes can be caused by tramadol administration. These abnormalities are more common in juvenile mice.

Background: Thyroid disorders are among the most common metabolic disorders worldwide. Thyroid dysfunction affects salivary glands function, causing hyposalivation. It also provokes physiological and histological changes in parotid, submandibular, and in particular the sublingual gland., The Aim of This Work: The aim of this work was to clarify the histological and ultrastructural changes that occur in the parotid gland following carbimazole-induced hypothyroidism in adult male albino rats. The study also aims to investigate the possible protective role of L-thyroxin supplementation on the rat parotid glands after long and short duration of hypothyroidism., Material and Methods: Fifty-five adult male albino rats of Sprague Dawley strain; were divided into four groups and eleven subgroups, five rats each. G І received nothing. G П given normal saline orally daily. G Ш (medical Hypothyroidism, short duration - long duration - recovery group) given Carbimazole orally by gastric tube in a dose of 0.05 mg/kg daily for 3,6 successive weeks for group (a, b) and for 6 successive weeks then were left without any medication for another 3 weeks in recovery group c. G IV-b, c (L-Thyroxine supplemented group, short duration-long duration) given Carbimazole orally daily for 3,6 successive weeks then L-thyroxine was given orally in a dose of (10 μg/100 g/B.W) daily for another 3 successive weeks. Animals were sacrificed 24 hours after the last dose of Carbimazole in G III-a, b and 3 weeks after stoppage the drug in G III-c. Animals were sacrificed 24 hours after the last dose of L- Thyroxine in G IV-b, c. The parotid specimens were processed for histopathological examination by light and electron microscopy. The medically induced Hypothyroidism resulted in significant parotid gland damage which was more obvious with longer duration; as follow: a) most of the acini had irregular outlines and were widely separated with narrow lumen and cytoplasmic vacuoles. b) some acinar cells contained ill defined, irregular, pyknotic or hyperchromatic nuclei. c)Vascular changes: dilated and engorged with blood. d) the interlobular and striated ducts appeared disrupted and dilated. e) extravasated blood with cellular infiltration were seen in the interstitial space., In Conclusion: Thyroid hormones (THs) had a significant effect in protection of parotid gland against damage induced by carbimazole, as it preserved the normal histological architecture of the parotid gland. This beneficial effect of THs was mostly related to its antioxidant properties. The expression of BCL-2 has certain regularity in apoptosis after drug administration. Regulation of glandular atrophy and apoptosis are closely related. The molecular mechanism of the apoptosis of the gland is not clear, and further study is needed in the future.

In this study, we aimed to investigate whether serum and urinary levels of kidney injury molecule 1 (KIM-1) are increased in type 2 diabetes mellitus (DM) patients with albuminuria. While the correlation of urinary KIM-1 with renal impairment has been well established, the association with serum KIM-1 has not yet been so well documented. The present pilot study included Egyptian patients with type 2 diabetes (T2D): A total of 84 patients with T2D (age 49-64 years; 20 men) were included in the analysis of the present study. They were divided into two groups according to Alb/Cr ratio: the first group included 32 patients (38.1%) with abnormal Alb/Cr ratio (38.6 mg/g·Cr), and the second group included 52 patients with normal Alb/Cr ratio (17.9 mg/g·Cr). Serum and urinary KIM-1 were measured using enzyme-linked immunoassays. There was a significant difference between both serum and urine KIM-1 and Alb/Cr ratio. Patients with abnormal Alb/Cr ratio had significantly higher serum and urinary KIM-1. These results yielded sensitivity (75.0%) and specificity (96.2%) regarding serum KIM-1 with a cut-off point of 37.5 pg/mL, and sensitivity (93.8%) and specificity (88.5%) regarding urinary KIM1 with a cut-off point of 32.00 ng/g.Cr. Serum KIM-1 and urinary KIM-1 were significantly correlated with eGFR and Alb/Cr ratio. In this pilot study, we found that urinary, serum, and urinary levels of KIM-1 are associated with significant impairments in renal function among diabetic patients. Our results also showed that serum and urine KIM-1 can be used as potential biomarkers for diabetic kidney disease.

Purpose: Fine needle aspiration (FNA) is the gold standard for assessment of thyroid nodules, with the Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) used to predict the malignancy risk of these nodules. Our aim was to evaluate the diagnostic utility of the TBSRTC for a Saudi population, by comparing the malignancy risk based on histopathology to FNA-based diagnosis of each of the TBSRTC categories and to previously published malignancy risk in other population., Materials and Methods: This was a retrospective study of the data of 241 patients who underwent FNA assessment of thyroid nodules and surgical resection with histopathology at John Hopkins Aramco Healthcare, Dhahran, Saudi Arabia, between January 2016 and December 2019., Results: The malignancy risk for each of the TBSRTC categories was as follows: non-diagnostic, 25%, benign; 5.74%; atypia of undetermined significance, 37%; suspicious for follicular neoplasm, 38%; suspicious for malignancy, 100%; and malignant, 95%. Our finding were comparable to previously published malignancy risks, except for a higher rate of malignancy in the benign category at 18% compared to 0-3%., Conclusion: Our findings validate the diagnostic reproducibility of the TBSRTC for a Saudi population, with the risk of malignancy confirmed by histopathological assessment being consistent with those previously reported for other populations., (Copyright © 2021 Elsevier Inc. All rights reserved.)

Recently, there is an increasing interest in searching for harmless natural products isolated from plant materials that can be used as beneficial dietary supplements and/or therapeutic drug candidates. The present study aimed to test the potential protective role of Pulicaria petiolaris (PP, Asteraceae) against hepatic and cardiotoxic effects associated with lipopolysaccharide (LPS) injection. PP was given orally for 5 days at two different doses before LPS injection. Results have shown that LPS induced remarkable hepatic and cardiac injurious effects in mice. Hepatic damage was evident through increased serum transaminases, lactate dehydrogenase (LDH), alkaline phosphatase (ALP), and activity. Estimation of high levels of serum creatine kinase-MB (CK-MB) and cardiac troponin I indicated cardiac damage. Histopathological examination of liver and heart confirmed the biochemical results. Increase in oxidative stress along with a depressed antioxidant status of liver and heart were observed in LPS-intoxicated animals. Furthermore, LPS induced activation of nuclear factor-κB (NF-κB) and subsequent elevation of inflammatory cytokines (TNF-α, IL-6). On the other hand, PP treatment successfully safeguards both organs against LPS-induced injury as indicated by the improvement of the biochemical and histopathological parameters. These results suggest that PP ameliorates LPS-induced hepatic and cardiac oxidative injurious effects via antioxidant and anti-inflammatory effects.

Introduction: Lung cancer is one of the most lethal malignancies; however, no serum marker has been routinely recommended until now., Methods: THIS IS A PROSPECTIVE CASE CONTROL STUDY INCLUDING TWO GROUPS OF PATIENTS: Group I-patients with advanced lung cancer and Group II-patients with benign lung disease as control. Serum cytokeratin 19 (CK19) fragment levels were measured at baseline by real-time polymerase chain reaction before first-line chemotherapy. The CK19 cut-off taken was 15-cycle threshold. The primary end point was the comparison of high CK19 in cases and controls. The secondary end point was the correlation between high CK19 and progressive disease (PD), progression-free survival, and overall survival (OS) in advanced lung cancer patients., Results: A total of 30 patients with advanced lung cancer (16 non-small and 14 small cell lung cancer) and 15 patients with benign lung disease were included and followed up during the period from October 2008 to October 2011 with median follow-up of one and half years. High CK19 was found in 90% of lung cancer cases as compared with 7% in controls (p < 0.001). High CK19 was found in all cases showing PD (p = 0.04). One-year OS in high CK was 61% as compared with 33% in normal CK (p = 0.1)., Conclusion: Serum CK19 fragment is a potential diagnostic and prognostic marker for advanced lung cancer.

Two accurate and sensitive spectrophotometric and spectrofluorimetric methods were developed for determination of Racecadotril. In the first method reduction of Fe3+ into Fe2+ in presence of o-phenanthroline by Racecadotril to form a stable orange-red ferroin chelate [Fe-(Phen)3]2+ was the basis for its determination. The absorbance at 510 nm was measured and linear correlation was obtained in the concentration range of 2.5-25 µg mL(-1). In the second method the native fluorescence of Racecadotril in acetonitrile solvent at λ=319 nm when excitation was at 252 nm is used for its determination. Linear correlation was obtained in the concentration range of 50 to 500 ng mL(-1). The proposed methods were applied for determination of Racecadotril in bulk powder with mean accuracy of 100.39±1.239 for the spectrophotometric method and 100.09±1.042 for the spectrofluorimetric method. The proposed methods were successfully applied for determination of Racecadotril in its pharmaceutical dosage form.

A cross sectional study was designed to measure DDT residues and its metabolites in breast milk samples collected randomly from Saudi lactating mothers living in Al-Ehssa region; which was under leishmania control until 1995, and compare them to samples from mothers living in Riyadh region where no spraying activities was involved. p,p'-DDE, p,p'-DDD and p,p'-DDT residues were measured in 878 breast milk samples by Gas Chromatography/Electron Capture Detector (GC/ECD) and confirmed by Gas Chromatography/Mass Spectrometer Detector (GC/MSD). Variation in the DDT and its metabolites levels were investigated with respect to regional distribution. Wilcoxon rank sum tests showed that the average ranks of p,p'-DDE, p,p'-DDD, p,p'-DDT and sigma p,p'-DDT in lactating mothers from Al-Ehssa region were significantly higher than those living in Riyadh region. These differences supported our hypothesis that the implications of the spraying activities to control vector borne diseases in Al-Ehssa region are obvious. We estimated that 99.2% of infants of lactating mothers living in Al-Ehssa region had sigma p,p'-DDT daily intakes that exceeded 20 micrograms/Kg-day of body weight, the WHO/UNEP Acceptable Daily Intakes for a 5-Kg infant. Exposure of infants to these chemicals through breast-feeding is clearly a public health concern. Because the bulk of literature highlights the adverse health effects of DDT and its metabolites on children and infants, public health polices should enforce the ban of DDT use and advise pregnant and lactating women to avoid DDT containing food or any other type of exposure.

Background: The extent of surgery in differentiated thyroid cancer (DTC) has been a controversial issue. Total thyroidectomy potentially carries a higher operative risk, whereas partial thyroidectomy has the risk of leaving significant residual malignancy. The aim of this study was to assess the frequency and potential predictive factors of malignancy in the residual thyroid tissue and the cervical lymph nodes (CLN) in patients with DTC who had partial thyroid surgery and subsequently underwent completion thyroidectomy and/or modified neck dissection. Age, gender, pressure symptoms, duration of symptoms, size of the original tumor, tumor multifocality, perithyroidal tumor extension, soft tissue invasion, and serum thyroglobulin (Tg) level after first surgery were analyzed as potential predictive factors for the presence of malignancy in the thyroid remnant and the CLN., Methods: We retrospectively reviewed the medical and pathologic data of 101 cases of DTC; 97 had papillary and 4 had follicular thyroid cancer. On the initial surgery, the median tumor size was 2.5 cm (range, 0.5 to 8.5 cm). Tumor multifocality occurred in 28 cases, perithyroidal tumor extension in 26 cases, and soft tissue invasion in 9 cases. Completion thyroidectomy was performed in 100 cases and modified neck dissection in 90 cases., Results: On completion neck surgery, 39 patients had evidence of malignancy in the residual thyroid tissue and 36 patients in the CLN. In 23 (22.7%) cases, malignancy was present in both CLN and residual thyroid tissue. Only tumor multifocality and Tg level greater than 20 ng/mL after first surgery were predictive of the presence of malignancy in the thyroid remnant, whereas age older than 40 years, soft tissue invasion, perithyroidal tumor extension, and Tg level greater than 20 ng/mL were predictive of malignancy in CLN., Conclusions: Residual malignancy is common after partial thyroid surgery for DTC. Tumor multifocality and Tg level may be predictive of its presence in residual thyroid tissue. Age, perithyroidal tumor extension, soft tissue invasion, and Tg level are predictive of the presence of lymph node metastases.