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Background: Olfactory dysfunction (OD) is a common symptom of Corona Virus Disease 2019 (COVID-19). It is defined as the reduced or distorted ability to smell during sniffing (orthonasal olfaction) and represents one of the early symptoms in the clinical course of COVID-19 infection. A large online questionnaire-based survey has shown that some post-COVID-19 patients had no improvement 1 month after discharge from the hospital. Objective: To explore the efficacy of acupuncture for OD in COVID-19 infected patients and to determine whether acupuncture could have benefits over sham acupuncture for OD in post-COVID-19 patients. Methods: This is a single-blind, randomized controlled, cross-over trial. We plan to recruit 40 post-COVID-19 patients with smell loss or smell distortions lasting for more than 1 month. Qualified patients will be randomly allocated to the intervention group (real acupuncture) or the control group (sham acupuncture) at a 1:1 ratio. Each patient will receive 8 sessions of treatment over 4 weeks (Cycle 1) and a 2-week follow-up. After the follow-up, the control group will be subjected to real acupuncture for another 4 weeks (Cycle 2), and the real acupuncture group will undergo the 4-week sham acupuncture. The primary outcomes will be the score changes on the questionnaire of olfactory functioning and olfaction-related quality of life at week 6, 8, 12, and 14 from the baseline. The secondary outcomes will be the changes in the olfactory test score at week 6 and 12 from the baseline measured by using the Traditional Chinese version of the University of Pennsylvania Smell Identification Test (UPSIT-TC). Discussion: The results of this trial will help to determine the effectiveness of acupuncture for OD in post-COVID-19 patients. This may provide a new treatment option for patients.
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Objectives: First responders, including firefighters, emergency medical technicians (EMTs), paramedics, and law enforcement officers, are working on the front lines to fight the COVID-19 pandemic and facing an increased risk of infection. This study assessed the seroprevalence of SARS-CoV-2 infection among first responders in northeastern Ohio. Methods: A survey and immunoglobulin G antibody test against SARS-CoV-2 nucleocapsid protein were offered to University Hospitals Health System–affiliated first-responder departments during May to September 2020. The survey contained questions about demographic characteristics and history of SARS-CoV-2 infection. A total of 3080 first responders with diverse job assignments from more than 400 fire and police departments participated in the study. Results: Of 3080 participants, 73 (2.4%) were seropositive and 26 (0.8%) had previously positive real-time polymerase chain reaction results. Asymptomatic infection accounted for 46.6% (34 of 73) of seropositivity. By occupation, rates of seropositivity were highest among administration/support staff (3.8%), followed by paramedics (3.0%), EMTs (2.6%), firefighters (2.2%), and law enforcement officers (0.8%). Work-associated exposure rates to COVID-19 patients were: paramedics (48.2%), firefighters (37.1%), EMTs (32.3%), law enforcement officers (7.7%), and administration/support staff (4.4%). Self-reported community exposure was positively correlated with self-reported work-associated exposure rate (correlation coefficient = 0.99). Neither self-reported community nor work-associated exposure was correlated with SARS-CoV-2 seroprevalence. We found no significant difference in seroprevalence among sex/gender or age groups;however, Black participants had a higher positivity rate than participants of other racial groups despite reporting lower exposure. Conclusions: Despite the high work-associated exposure rate to SARS-CoV-2 infection, first responders with various roles demonstrated seroprevalence no higher than their administrative/supportive colleagues, which suggests infection control measures are effective in preventing work-related infection.
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Aim. The study is aimed at investigating the incidence of lung cancer (LC) at the population level with the analysis of key analytical indicators in the context of coronavirus. Materials and methods. We have used data from the IARC, statistical reference books of P.A. Herzen Moscow Research Oncological Institute, data from N.N. Petrov NMRC of Oncol¬ogy, and the database of the Population Cancer Registry of St. Petersburg (DB PCR St. Petersburg) for the current study. Results. The study has established a steady decline in the incidence of LC among the male population in the worldwide, in Russia and in St. Petersburg. Among the female population, a significant increase in the incidence has been revealed. On the basis of the database PCR St. Petersburg, the patterns of age-sex indicators of the incidence of LC have been analyzed. It has been established that the largest number of cases is registered in the age group of patients over 70 years old, here the largest losses due to coronavirus have also been identified. An increase in the proportion of early stages of the disease has been noted. The accounting reliability index decreased from 2000 to 2019, with the exception of 2017. Comparison of yearly lethality in the DB PCR St. Petersburg showed a signifi¬cant difference in the data. The detailed localization structure of LC has been studied, where it has been found out that the first place is occupied by cancer of the upper lobe, bronchi or lung, although over 19 years of observation, a decrease in the proportion of this localization in the total volume of C34 has been noted. The proportion of patients with LC without histological verification has decreased. The influence of the smoking factor on the increased risk of LC has been studied.
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Objective: The role of angiotensin converting enzyme inhibitors (ACEi) and angiotensin II receptor blockers (ARB) in the pandemic context of coronavirus disease 2019 (COVID-19) continues to be debated. Patients with hypertension, diabetes mellitus, chronic renal failure, cerebro-cardiovascular disease, or chronic obstructive pulmonary disease (COPD), who often use ACEi/ARB, may affect risk of severe COVID-19. However, there are no data available on the association of ACEi/ARB use with COVID-19 severity in this population. Design and method: This study is an observational study of patients with a positive SARS-CoV-2 test and inpatient treatment at a healthcare facility, using the registry information of COVIREGI-JP. Our primary outcomes were consisting of in-hospital death, ventilator support, extracorporeal membrane oxygenation support, and ICU admission. Out of the 6,055 patients, 1,921 patients with preexisting hypertension, diabetes mellitus, chronic renal failure, cerebro-cardiovascular disease, or COPD were enrolled. We also evaluated 1,097 patients with hypertension. Results: Factors associated with an increased risk of the primary outcomes were aging, male sex, COPD, severe renal impairment, and diabetes mellitus. No correlations were observed with ACEi/ARB, cerebro-cardiovascular diseases, or hypertension. Associated factors in male patients were aging, renal impairment, hypertension, and diabetes. In female patients, factors associated with an increased risk were aging, ACEi/ARB, renal impairment, and diabetes, whereas hypertension was associated with a lower risk of the primary outcomes. In patients with hypertension, factors associated with an increased risk of the primary outcomes were aging, male sex, severe renal impairment, and diabetes mellitus, but not ACEi/ ARB, cerebro-cardiovascular diseases, or COPD. Conclusions: Independent factors for the primary outcomes were aging, male sex, COPD, severe renal impairment, and diabetes, but not ACEi/ARB, in the COVID-19 patients with preexisting hypertension, diabetes mellitus, chronic renal failure, cerebro-cardiovascular disease or COPD. Based on this registry data analysis, more detailed data collection and analysis is needed with the cooperation of multiple healthcare facilities.
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Background: Dialysis patients have a higher COVID-19 fatality rate than the general population and are priority candidates for SARS-CoV-2 vaccination. However, dialysis patients are immunocompromised, suggesting that they may develop a less immune response to COVID-19 vaccination than healthy individuals. Objective and Methods: A total of 358 hemodialysis patients who were twicevaccinated with BNT162b2 were included. SARS-CoV-2 IgG antibody titer was measured within 7 days to 1 month, 1∼2 months, and 3∼4 months after the second vaccination, and factors influencing antibody titer were statistically investigated. SARS-CoV-2 IgG measurement was performed using SARS-CoV-2 IgG II Quant Reagent (Abbott), which is a reagent to quantitatively measure IgG antibodies against the receptor-binding domain of SARS-CoV-2 spike protein. Results: The patients were 240 males (67%) and 118 females, ranging from 37 to 95 years old, with a median age of 70 years. Causes of kidney failure were diabetes mellitus in 35.2%, hypertensive kidney disease in 7.3%, glomerular disease in 30.5%, and polycystic kidney disease in 4.5% of the patients. Comorbidities were hypertension in 64.3% and diabetes in 48.9%. Steroids or immunosuppressive drugs were used in 9% of the patients. SARS-CoV-2 IgG antibody titers at 7 days to 1 month, 1 to 2 months, and 3 to 4 months (median 10, 42, and 98 days) after the second vaccination have the median of 4092 AU/mL(with interquartile range: 1354, 7592), 2199 (927, 4692), and 789 (323, 1559), respectively. Post-vaccination SARS-CoV-2 IgG titers were significantly correlated with Kt/V, the presence of autoimmune diseases, the use of steroids or immunosuppressive drugs, malignancy treatment, and serum albumin and hemoglobin levels. Multivariate analysis showed that the factors that decreased post-vaccination SARS-CoV-2 IgG titer were the use of steroids and immunosuppressive drugs, the presence of malignant tumors under treatment, and hypoalbuminemia. Conclusion: Compared to healthy subjects in previous reports, dialysis patients had lower SARS-CoV-2 IgG titers after COVID-19 vaccination, suggesting that the vaccine may not be sufficiently effective. In addition, SARS-CoV-2 IgG titers are likely to be even lower in patients at high risk for decreased immune response due to medications or comorbidities. Additional vaccination may be essential for hemodialysis patients who are expected to have low SARS-CoV-2 IgG titers.
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Objective: Self-restraint from activities due to the COVID-19 pandemic has limited the range of activities and interpersonal relationships for older persons. Moreover, prolonged restraint has been reported to increase the risk of frailty and sarcopenia. Therefore, we examined the effects of changes in exercise habits on physical function and psychological status of older patients with hypertension throughout their self-restraint lifestyle from 2020 to 2022 in the 1-year follow-up study. Design and Methods: Participants were patients with hypertension aged 65 years or older attending outpatient clinics at our institution who could obtain information on exercise habits, history of falls, comprehensive geriatric assessment, and muscle strength. We conducted the same survey in the first year and one year later. The subjects were classified into four groups by combining their exercise habits in the first year with or without one year later. That is Group A: with exercise habits at both times of the survey;Group B: with exercise habits in the first year and without exercise habits one year later;Group C: without exercise habits in the first year and with exercise habits one year later;and Group D: without exercise habits at both times of the survey. Written consent forms were obtained from all participants. Our institutional review board approved the study protocol. Results: The study participants were 183 patients (Group A: 119, Group B: 26, Group C: 17, Group D: 21). The age of the participants was 76.1 ± 5.5 years, 82 (44.8%) were male, and the duration of hypertension was 18.4 ± 11.5 years. Changes in exercise habits were not associated with physical function, history of falls, and comprehensive geriatric assessment at one year. However, when the results were examined separately for men and women, the geriatric depression scale was significantly higher in women in Group B (Dunnett test, p = 0.0094) than in Group A, suggesting that the tendency toward depression had progressed. Group B women also had more falls one year later (chi-square 12.04, p = 0.0072). Conclusions: In a 1-year follow-up study during the COVID-19 pandemic, a relatively high proportion of older patients with hypertension attending our hospital maintained their exercise habits, but 14% of cases lost their exercise habits. Only women showed the development of depression and increased risk of falls when exercise habits were lost. Women were more susceptible to the effects of environmental changes than men in older patients with hypertension.
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Objective: Since nutrition could extend lifespan even in stroke-prone rats developing stroke genetically, our WHO-Collaborating Center for Primary Prevention of Cardio-vascular Diseases (CVD) started world-wide hearth examination to investigate nutrition good for healthy longevity by collecting 24-hour urine (24U) samples. Design: Urinary biomarkers of nutritions, sodium for salt, potassium (K) for vegetables and fruits, isoflavones(Is) for soy, taurine(Ta) for fish and magnesium (Mg) for beans and nuts were analyzed in 24U among 4211 participants (49.7% females(F)), aged 48-56 years in 50 populations from 22 countries according to WHO-CARDIAC(Cardiovascular Diseases and Alimentary Compression) Study Protocol, and studied comparatively in 6 Japanese(J), 6 Mediterranean(M) populations from Greece, Italy(2), Spain(2), Portugal and 6 Euro-Western(EW) populations from Sweden, Ireland, Scotland, Canada, Australia, New Zealand. Results with Discussion: The quintile analyses of Ta and Mg/creatine ratio in the world were inversely associated with CVD risks. The Odds ratios of obesity, hypercholesterolemia and hypertension in the lowest quintile of both Ta and Mg were 6.3, 4.6 and 1.8, respectively. J and M populations had significantly higher Ta and Mg therefore, lower CVD risks than EW, but J and M took more salt increasing the risk of stroke (Table 1). Despite the high salt intake, M had the merit of significantly high K intake to attenuate the adverse salt effect. J had a merit to take Is from soy containing Mg. Since Is intake was inversely associated with lower BMI in the world populations, high Japanese Mg intake was related to high Is intake which was inversely associated with obesity in Japan. In fact, the Japanese populations who took significantly higher T and Mg had lower BMI as well as higher HDL and folic acid in the blood, expected to prevent atherosclerosis and dementia. In contrast to M and EW, particularly severe obesity over BMI 30 was obviously less in J, ranking 182nd among 190 populations (WHO). The mortality rates of COVID-19 were significantly positively related to the ratio of severe obesity among 20 major countries in the world and this mortality was obviously lower in J, suggestive of the potential of J diet for post-pandemic longevity. Conclusion: 24U biomarker analyses indicated low-salted J and M diets are recommendable for CVD prevention. J diet is so far better than M diet because of lower CVD risks such as obesity and lipidemia, which were proven by urinary biomarkers to be related with traditional fish and soy intakes.
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Background: Patients undergoing cancer treatment and people with a history of cancer constitute a high-risk patient group in the COVID-19 pandemic. In this study, we aimed to evaluate the life effect of the COVID-19 pandemic on the treatment processes of cancer patients receiving radiotherapy at our hospital's Radiation Oncology Clinic. Methods: Sociodemographic data, COVID-19 pandemic awareness, vaccination and disease transmission of the Radiation Oncology Clinic's patients were administered with a written questionnaire that includes the effects of the pandemic on the treatment between 1st and 30th June of 2021. Results: 7 (13.2%) of the patients had COVID-19 infection during the treatment processes, the in-home index was 4 (57%) due to contact with the case (p<0.001). 4 of the patients (7.5%) stated that they had experienced disruptions in their treatment processes caused by the health institution and 4 of the patients (7.5%) stated that they had experienced disruptions in their treatment processes caused by personal anxiety and anxiety during the pandemic process. 8 patients (15%) stated that they had concerns that they would receive incomplete treatment due to the pandemic process, while one patient (1.9%) stated that they had received psychological support and psychiatric medication due to this anxiety and fear. 9 patients (17%) stated that the covid-19 pandemic had a negative effect on oncological disease treatment processes. Conclusion: It is important that the treatment and follow-up of cancer patients, who are a at-risk group for COVID-19 infection, should continue without interruption, accompanied by up-to-date national and international guidelines.
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Objective: It is aimed to detect the disruptions experienced in Healthy Child Follow-ups in the COVID-19 Pandemic. Material and Methods: The files of the patients who applied to the Healthy-Child Outpatient Clinic of our hospital from March 14, 2020, when the curfews began in Turkey, until March 31, 2021, were reviewed retrospectively. Results: During this period, 5036 patients applied for healthy-child follow-ups. It was found that 1.44% (n=73) of these patients missed some of their follow-ups. Of these patients, 35.6% were citizens of the Republic of Turkey, 32.9% were Syrian, and 31.5% were Iraqi refugees. 78.1% of the patients were not taking iron prophylaxis. Hip ultrasonography was not performed in 72.6% of the patients. It was found that 80.8% of the patients were missing vaccination and other follow-ups, while 31.5% were only missing vaccination while other follow-ups were complete. It was determined that 38.3% of the patients did not have more than one vaccination, and 12.3% did not have any vaccination since birth due to vaccine rejection. There was no difference between Turkish citizens and Syrian or Iraqi citizens in terms of missing follow-ups (p=0.213). In terms of missing vaccinations, it was determined that Syrian and Iraqi refugees missed more vaccinations (p<0.001). Conclusion: In order to raise healthy children, it is thought that public should be informed about the importance of followups, and patients should be guided without delay in every case of missing follow-ups.
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COVID-19 patients have a higher incidence of opportunistic infections, but there is little information on tuberculosis (TB). In this study, it was aimed to determine any possible contribution of COVID-19 in TB emergence among patients diagnosed with TB during the pandemic. A retrospective screening of the regional TB laboratory's records identified TB patients diagnosed in the Malatya region between April 1, 2020, and December 31, 2021. Medical data of TB patients with a prior COVID-19 were evaluated. During the study period, 171 TB patients were diagnosed in the region, with 26 also infected with SARS-CoV-2. Patients' histories revealed that 10 (38.5%) of these 26 patients developed TB symptoms in a median 68.5 days after COVID-19. Four patients had one-week to two-month corticosteroid treatment due to severe COVID-19, and one had a hematological malignancy history. However, the remaining five patients had no significant predisposing factor for TB relapse. Four out of 10 patients were free of any finding for active TB before COVID-19. Severe COVID-19 may have some obvious implications for TB reactivation, but there was no conclusive evidence of such an effect in mild to moderate COVID-19. Nonetheless, inquiring about COVID-19 histories from TB patients in large-scale studies may provide high-quality evidence about the interactions between the two pathogens.
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Introduction: Healthcare workers are at the frontline of the COVID-19 pandemic and identified as a priority group for COVID-19 vaccines. We aimed to determine to COVID-19 vaccine acceptance rate and reasons for vaccine refusal in healthcare workers in our hospital. Materials and Methods: A questionnaire consisting of eight questions was applied to healthcare workers working at Ankara City Hospital for 7.5 months after the start of the COVID-19 vaccine in our country, including COVID-19 vaccination, previous years' influenza vaccination, and reasons for vaccine rejection. Results: Six hundred twenty-eight healthcare workers participated in the study. Two hundred fifty-six (40%) of them were doctors. Ninenty-nine of the participants were not vaccinated, the rate of vaccine rejection was 15.7%. The rate of vaccine rejection was the lowest (8.2%) among doctors, and lower among doctors working in the fields of COVID-19 (p= 0.041). While the rates of getting the COVID-19 vaccine were significantly higher in those who had regular or intermittent influenza vaccination every year in the previous years, those who had never had the influenza vaccine did not receive the COVID-19 vaccine either (p= 0.000). The most common reason for vaccine rejection was 'fear of the side effects of the vaccine' (24%), while 'I believe the disease is mild' and 'I want to gain immunity naturally' were other common reasons. Conclusion: Vaccination of healthcare workers has gained even more importance in the COVID-19 pandemic, with both risky and severe working conditions and mortality rates. Determining the reasons for vaccine refusal, finding effective solutions, emphasizing the necessity of vaccination with scientific evidence are important for the control of the pandemic. Vaccination of health workers is a guide in community immunization.
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Background: The COVID-19 pandemic was a challenge for all dental professionals who had to rapidly update infection prevention and control (IPAC) guidelines and protocols due to increased risk of SARS-CoV-2 transmission during common aerosol-generating procedures (AGPs), and a lack of consensus on how best to mitigate the risk of transmission in a dental office. Thus, the purpose of this descriptive study was to compare the variance in IPAC guidelines for dental offices that emerged, and to assess practice consistency from early to mid-2020. Methods: A comprehensive literature search was conducted from May 26 to July 8, 2020 for IPAC documentation specific to the dental office during the COVID-19 pandemic. Documents that met the inclusion criteria were independently reviewed. Data was extracted using a framework based on the following IPAC domains: pre-appointment, waiting room, personal protective equipment (PPE) selection, treatment room, and post-dismissal. Results: A total of 67 IPAC documents specific to dental offices were reviewed in this study. Included documents originated from 22 dental associations, 17 peer-reviewed articles, 13 dental regulators, 11 government bodies, two public health units, and two dental corporations. There was a great degree of variance with IPAC guidelines from the pre-appointment stage, during treatment, and post-treatment. Recommendations that emerged with some level of consistency involved pre-screening patients for COVID-19 symptoms (97%), staggering appointments (84%), social distancing, minimizing occupants in the waiting room, wearing a face shield over protective eyewear for AGPs (92%), and preprocedural rinses (84%). There was less consistency with recommendations for consolidating multiple appointments (36%), waiting room ventilation (46%), N95 masks (47%) versus FFP2/FFP3 masks (30%) use for AGPs, fit-testing respirators (37%), enclosing open operatories for AGPs (28%), prioritizing minimally invasive procedures (30%), and using third-party laundry companies (32%). Conclusions: The risk of SARS-CoV-2 transmission, lack of consensus on mode of spread, and need for rapid action resulted in a significant variation in most downstream IPAC interventions in the hierarchy of controls, including choice of PPE, treatment room, and post-dismissal domains. Upstream interventions, including pre-appointment and waiting room domains, were relatively consistent in practices in early to mid-2020.
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Environmental noise significantly impacts human health and well-being. It is a widespread problem in Europe, where at least one in five people are exposed to harmful levels of noise. Hearing loss is the most known health effect related to noise exposure. There is, however, growing data that links noise exposure to hypertension, coronary artery disease, and stroke. According to some theories, this relationship may be explained by the indirect pathway of noise exposure, which can cause sympathetic and endocrine activation, as well as several cognitive and emotional responses, including annoyance. Noise exposure leads to stress reactions independent of cognitive involvement. There is a possibility that noise exerts its effects directly through synaptic interactions, as well as through cognitive and emotional effects. Epidemiological studies indicate that nocturnal noise exposure has more profound health consequences. Nighttime noise exposure is associated with an increase in heart rate due to sympathetic activation or parasympathetic withdrawal, and with an increase in blood pressure as well as endothelial dysfunction. Hypertension is a common condition and is an important risk indicator for other cardiovascular diseases. Previous studies showed an association between noise exposure, blood pressure and arterial hypertension. Meta-analysis of cross-sectional studies found an increase of hypertension prevalence per 10 dB increase in daytime average road traffic noise level. There is, however, some heterogeneity among these studies. Prospective studies have also found an association between aircraft noise exposure and hypertension, supporting the cross-sectional findings. The analyses, of data from the large Hypertension and Exposure to Noise near Airports (HYENA) study, showed that an increase in nocturnal aircraft noise exposure per 10 dB was associated with an increased incidence of hypertension. The meaningful effect of night-time aircraft noise on arterial hypertension was also observed in the prospective observation of the subset of individuals from that study. In a longitudinal observation of 420 participants, higher aircraft noise exposure during the night significantly associated with the incidence of hypertension. Previous cross-sectional case-control study conducted in 2015, in 2 suburban areas of Krakow, Poland, revealed an increase in blood pressure and arterial stiffness as determined by carotid - femoral pulse wave velocity in individuals exposed to increased aircraft noise levels. However, even short-term noise reduction, as experienced during the COVID-19 lockdown, may reverse those unfavorable effects. As a result of these observations, noise mitigation strategies are important for cardiovascular health.
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The Covid-19 pandemic meant that the delivery of asthma management in primary care changed virtually overnight, requiring the introduction of alternatives to face-to-face care. This study examines the experiences of nurses who were performing asthma reviews during the pandemic, identifying the key themes that emerged, as well as providing recommendations for future practice.
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Introduction: Nursing and midwifery staff members are at high risk of mental disorders. Depression, anxiety, and insomnia are commonly reported symptoms among healthcare professionals during the COVID-19 pandemic. Chronic insomnia leads to lower quality of life, worse professional performance and deterioration of cognitive function. Moreover, it increases the risk of metabolic and cardiovascular diseases. Material and methods: The study included 235 nurses (n =133) and midwives (n =102). The diagnostic methods included a descriptive and demographic questionnaire, The General Health Questionnaire (GHQ-28), The Pittsburgh Sleep Quality Index (PSQI), and The Insomnia Severity Index (ISI). The study was conducted using an online survey. Results: There are no statistically significant intergroup differences in terms of mental state, sleep quality and the insomnia level in the groups of nurses and midwives. 9% of subjects used psychological support and revealed lower assessment of their mental health, poorer sleep quality and the higher insomnia rate. The stable mental health of nurses and midwives positively correlated with the sleep quality and negatively with the insomnia level. 63% of study participants assessed their sleep quality as low. The symptoms of clinical insomnia were present in 35% of subjects. Conclusions: Insomnia is a serious health problem for nursing and midwifery staff during the COVID-19 pandemic. The implementation of preventive programmes focused on medical workers' mental health should be a priority in prevention of long-term consequences of sleep problems and insomnia.
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Since 2019, the coronavirus disease-19 (COVID-19) has been spreading rapidly worldwide, posing an unignorable threat to the global economy and human health. It is a disease caused by severe acute respiratory syndrome coronavirus 2, a single-stranded RNA virus of the genus Betacoronavirus. This virus is highly infectious and relies on its angiotensin-converting enzyme 2-receptor to enter cells. With the increase in the number of confirmed COVID-19 diagnoses, the difficulty of diagnosis due to the lack of global healthcare resources becomes increasingly apparent. Deep learning-based computer-aided diagnosis models with high generalisability can effectively alleviate this pressure. Hyperparameter tuning is essential in training such models and significantly impacts their final performance and training speed. However, traditional hyperparameter tuning methods are usually time-consuming and unstable. To solve this issue, we introduce Particle Swarm Optimisation to build a PSO-guided Self-Tuning Convolution Neural Network (PSTCNN), allowing the model to tune hyperparameters automatically. Therefore, the proposed approach can reduce human involvement. Also, the optimisation algorithm can select the combination of hyperparameters in a targeted manner, thus stably achieving a solution closer to the global optimum. Experimentally, the PSTCNN can obtain quite excellent results, with a sensitivity of 93.65% ± 1.86%, a specificity of 94.32% ± 2.07%, a precision of 94.30% ± 2.04%, an accuracy of 93.99% ± 1.78%, an F1-score of 93.97% ± 1.78%, Matthews Correlation Coefficient of 87.99% ± 3.56%, and Fowlkes-Mallows Index of 93.97% ± 1.78%. Our experiments demonstrate that compared to traditional methods, hyperparameter tuning of the model using an optimisation algorithm is faster and more effective. © 2023 Centro Regional de Invest. Cientif. y Tecn.. All rights reserved.
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Case;40 y/o male. Clinical course;The patient was transferred to our university hospital because of DOE and severe headache. He had been well and had no history of hypertension or obesity. He had experienced the COVID-19 vaccine injection two week before this visit. After the injection he had been experienced high fever and general fatigue as well as 7 kg of weight loss. On examnation, it was found that he had severe hypertension (190/110 mmHg) and hypertensive optic fundi. On chest X-ray, cardiomegaly and bilateral lung infiltrations was evident and biochemical data indicated renal dysfunction (serum creatinine 2.35 mg/dl), high levels of plasma renin activity (39.1 ng/ml/hour normal;0.6-3.9) and aldosterone concentration (176 pg/ml normal;4.0-82.1), and inflammatory changes (CRP = 23 mg/dl). We also found that increased levels of LDH and decreased levels of hemoglobin which indicated hemolytic anemia and thrombotic microangiopathy. After the control of high blood pressure by intravenous administration of Calcium channel blockades, We performed renal biopsy, which had a finding of diffuse findings of onion skin lesion and global glomerular sclerosis compatible with the diagnosis of malignant hypertension. Any secondary etiologies including renal artery disease or collagen disease had not been identified. Seven days after the admission, we started hemodialysis for this patient because of the renal failure was not resolved. We also had startred ACE inhibitors. We stopped the diuretics and minimized the ultrafiltration. Twenty-five days after the admission the patients was withdrawn from dialysis with the urine volume around 2000 ml/day and the serum creatinine concentration 5.29 mg/dl. He was discharged without any aid of dialysis and with small number of anti-hypertensives. Four months after the discharge, his serum creatinine concentration was 3.36 mg/dl and his blood pressure was 139/85 mmHg with the ACE inhibitor and calcium channel blockades. Conclusions;The case suggested that the malignant hypertension might be triggered by COVID-19 vaccine injection, which is of clinical importance.
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A preliminary evaluation of a multicomponent youth development program for siblings in foster care was conducted prior to and during the COVID-19 pandemic. Pretest posttest measures of youth well-being were collected from sixteen youth, caregivers, and caseworkers over a six-month period. Caregivers reported increased internalizing and externalizing behaviors, sibling relationship difficulties, prosocial behavior, and resilience during the study period. Youth reported reduced school engagement, increased resilience, and prosocial behavior. In-person sibling programming was associated with increased prosocial behavior. Virtual sibling programming was associated with lower hyperactivity, increased prosocial behavior, and increased emotional problems. Implications for research and practice are discussed.
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Background: We sought to use existing in-patient surveillance data to investigate the risk of hospital-acquired antimicrobial-resistant organisms (ARO) among patients with COVID-19 infection. Methods: Prospective case capture was done for patients admitted with COVID-19, as well as those admitted with ARO and Clostridioides difficile infections (CDI). Odds ratios (OR) were used to measure the strength of association between COVID-19 infection and the risk of acquiring hospital-acquired ARO and CDI. Results: The odds of acquiring ARO/CDI were statistically higher among patients with hospital-acquired and community-acquired COVID-19 infections (OR=2.68 and 1.79 respectively) compared to persons without COVID-19 (OR=0.53). Conclusions: Our results show an association between COVID-19 infection and the acquisition of ARO/CDI in the in-patient setting. This finding suggests that prolonged hospitalization may expose patients to hospital-acquired infections, and this may have relevance in the management of patients requiring hospitalization for extended periods of time.