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1.
Viruses ; 15(5)2023 05 14.
Article in English | MEDLINE | ID: covidwho-20231931

ABSTRACT

In the years of Coronavirus Disease 2019 (COVID-19), various treatment options have been utilized. COVID-19 continues to circulate in the global population, and the evolution of the Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus has posed significant challenges to the treatment and prevention of infection. Remdesivir (RDV), an anti-viral agent with in vitro efficacy against coronaviruses, is a potent and safe treatment as suggested by a plethora of in vitro and in vivo studies and clinical trials. Emerging real-world data have confirmed its effectiveness, and there are currently datasets evaluating its efficacy and safety against SARS-CoV-2 infections in various clinical scenarios, including some that are not in the SmPC recommendations according for COVID-19 pharmacotherapy. Remdesivir increases the chance of recovery, reduces progression to severe disease, lowers mortality rates, and exhibits beneficial post-hospitalization outcomes, especially when used early in the course of the disease. Strong evidence suggests the expansion of remdesivir use in special populations (e.g., pregnancy, immunosuppression, renal impairment, transplantation, elderly and co-medicated patients) where the benefits of treatment outweigh the risk of adverse effects. In this article, we attempt to overview the available real-world data of remdesivir pharmacotherapy. With the unpredictable course of COVID-19, we need to utilize all available knowledge to bridge the gap between clinical research and clinical practice and be sufficiently prepared for the future.


Subject(s)
COVID-19 , Humans , Aged , SARS-CoV-2 , COVID-19 Drug Treatment , Antiviral Agents
2.
Diagnostics (Basel) ; 13(8)2023 Apr 12.
Article in English | MEDLINE | ID: covidwho-2301489

ABSTRACT

Coronavirus disease-19 (COVID-19), caused by SARS-CoV-2, is a systemic disease that affects not only the respiratory system, but also other systems, including gastrointestinal. A great number of different drugs have been used on hospitalized patients for the management of COVID-19, and acute pancreatitis (AP) has been reported as a complication or side effect of these drugs. The development of drug-induced acute pancreatitis (DIAP) follows a complex of pathophysiological mechanisms, and particular risk factors play a key role. Diagnosis of DIAP depends on specific criteria, and based on these, a drug may be characterized as having a definite, probable or possible connection with AP. The aim of this review is to present the medications that are used for COVID-19 management and are associated with AP in hospitalized patients. The list of these drugs mainly includes corticosteroids, glucocorticoids, non-steroidal anti-inflammatory drugs (NSAIDs), antiviral agents, antibiotics, monoclonal antibodies, estrogens and anesthetic agents. Moreover, the prevention of the development of DIAP is vital, especially for critically ill patients who may receive multiple drugs. DIAP management is mainly non-invasive and the first step concerns the exception of the suspicious drug from patients therapy.

3.
Curr Diabetes Rev ; 2022 May 16.
Article in English | MEDLINE | ID: covidwho-2251825

ABSTRACT

BACKGROUND: Diabetes Mellitus Type 1 is a chronic metabolic disorder the treatment of which extremely burdens the patient. The lockdown, as a measure to prevent the spreading of the 2019 corona virus disease, was a major challenge for the general public. People with chronic diseases, such as T1D patients, have complex emotional and psychological needs and are at increased risk for both depressive symptoms and anxiety. OBJECTIVE: The aim of this study was to evaluate the impact of body mass index of T1D patients on the psychological symptoms and eating habits, as well as the prognostic factors of the psychological symptoms during the lockdown period. METHOD: Diabetes mellitus patients were invited to complete this survey from the outpatient Diabetes clinic of the General Hospital of Chania and the "AHEPA" General University Hospital of Thessaloniki in Greece. Psychological symptoms were assessed using the DASS-42 questionnaire and eating habits were assessed using the EAT-26 questionnaire. RESULTS: Overall, 112 T1D patients were analyzed (response rate: 28.8%). Obese T1D patients appear to be at greater risk of developing psychological symptoms such as depression, anxiety, and stress. Furthermore, disordered eating behaviors and bulimia and food preoccupation subscale were associated with psychological symptoms. CONCLUSIONS: The findings suggested that obese T1D patients are at greater risk of developing psychological symptoms and an eating disorder is being triggered to reduce the negative psychological symptoms. The results of this study may guide targeted interventions among T1D patients.

4.
Life (Basel) ; 13(2)2023 Feb 15.
Article in English | MEDLINE | ID: covidwho-2238707

ABSTRACT

Coronavirus disease 2019 (COVID-19) is frequently accompanied by neurological manifestations such as headache, delirium, and epileptic seizures, whereas ageusia and anosmia may appear before respiratory symptoms. Among the various neurological COVID-19-related comorbidities, Parkinson's disease (PD) has gained increasing attention. Some cases of PD disease have been linked to COVID-19, and both motor and non-motor symptoms in Parkinson's disease patients frequently worsen following SARS-CoV-2 infection. Although it is still unclear whether PD increases the susceptibility to SARS-CoV-2 infection or whether COVID-19 increases the risk of or unmasks future cases of PD, emerging evidence sheds more light on the molecular mechanisms underlying the relationship between these two diseases. Among them, angiotensin-converting enzyme 2 (ACE2), a significant component of the renin-angiotensin system (RAS), seems to play a pivotal role. ACE2 is required for the entry of SARS-CoV-2 to the human host cells, and ACE2 dysregulation is implicated in the severity of COVID-19-related acute respiratory distress syndrome (ARDS). ACE2 imbalance is implicated in core shared pathophysiological mechanisms between PD and COVID-19, including aberrant inflammatory responses, oxidative stress, mitochondrial dysfunction, and immune dysregulation. ACE2 may also be implicated in alpha-synuclein-induced dopaminergic degeneration, gut-brain axis dysregulation, blood-brain axis disruption, autonomic dysfunction, depression, anxiety, and hyposmia, which are key features of PD.

5.
Viruses ; 15(1)2022 Dec 30.
Article in English | MEDLINE | ID: covidwho-2227185

ABSTRACT

Effective treatments and vaccines against COVID-19 used in clinical practice have made a positive impact on controlling the spread of the pandemic, where they are available. Nevertheless, even if fully vaccinated, immunocompromised patients still remain at high risk of adverse outcomes. This has driven the largely expanding field of monoclonal antibodies, with variable results. Tixagevimab/Cilgavimab (AZD7442), a long-acting antibody combination that inhibits the attachment of the SARS-CoV-2 spike protein to the surface of cells, has proved promising in reducing the incidence of symptomatic COVID-19 or death in high-risk individuals without major adverse events when given as prophylaxis, as well as early treatment. Real-world data confirm the antibody combination's prophylaxis efficacy in lowering the incidence, hospitalization, and mortality associated with COVID-19 in solid organ transplant recipients, patients with immune-mediated inflammatory diseases and hematological malignancies, and patients in B-cell-depleting therapies. Data suggest a difference in neutralization efficiency between the SARS-CoV-2 subtypes in favor of the BA.2 over the BA.1. In treating COVID-19, AZD7442 showed a significant reduction in severe COVID-19 cases and mortality when given early in the course of disease, and within 5 days of symptom onset, without being associated with severe adverse events, even when it is used in addition to standard care. The possibility of the development of spike-protein mutations that resist monoclonal antibodies has been reported; therefore, increased vigilance is required in view of the evolving variants. AZD7442 may be a powerful ally in preventing COVID-19 and the mortality associated with it in high-risk individuals. Further research is required to include more high-risk groups and assess the concerns limiting its use, along the SARS-CoV-2 evolutionary trajectory.


Subject(s)
Antibodies, Monoclonal , COVID-19 , Humans , Antibodies, Monoclonal/therapeutic use , COVID-19/prevention & control , SARS-CoV-2
6.
Life (Basel) ; 13(2)2023 Jan 19.
Article in English | MEDLINE | ID: covidwho-2200481

ABSTRACT

INTRODUCTION: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the cause of coronavirus disease 2019 (COVID-19), a disease that quickly spread into a pandemic. As such, management of the COVID-19 pandemic is deemed necessary, and it can be achieved by using reliable diagnostic tests for SARS-CoV-2. The gold standard for the diagnosis of SARS-CoV-2 is a molecular detection test using the reverse transcription polymerase chain reaction technique (rt-PCR), which is characterized by various disadvantages in contrast with the self-taken nasal rapid antigen tests that produce results faster, have lower costs and do not require specialized personnel. Therefore, the usefulness of self-taken rapid antigen tests is indisputable in disease management, facilitating both the health system and the examinees. Our systematic review aims to access the diagnostic accuracy of the self-taken nasal rapid antigen tests. METHODS: This systematic review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, and the Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2) tool was used to assess the risk of bias in the included studies. All the studies included in this systematic review were found after searching the two databases, Scopus and PubΜed. All but original articles were excluded from this systematic review, while all the studies concerning self-taken rapid antigen tests with a nasal sample and using rt-PCR as a reference test were included. Meta-analysis results and plots were obtained using RevMan software and the MetaDTA website. RESULTS: All 22 studies included in this meta-analysis demonstrated a specificity of self-taken rapid antigen tests greater than 98%, which exceeds the minimum required yield for the diagnosis of SARS-CoV-2, according to the WHO. Notwithstanding, the sensitivity varies (from 40% to 98.7%), which makes them in some cases unsuitable for the diagnosis of positive cases. In the majority of the studies, the minimum required performance set by the WHO was achieved, which is 80% compared with rt-PCR tests. The pooled sensitivity of self-taken nasal rapid antigen tests was calculated as 91.1% and the pooled specificity was 99.5%. CONCLUSIONS: In conclusion, self-taken nasal rapid antigen tests have many advantages over rt-PCR tests, such as those related to the rapid reading of the results and their low cost. They also have considerable specificity and some self-taken rapid antigen test kits also have remarkable sensitivity. Consequently, self-taken rapid antigen tests have a wide range of utility but are not able to completely replace rt-PCR tests.

7.
Medicina (Kaunas) ; 58(12)2022 Dec 15.
Article in English | MEDLINE | ID: covidwho-2163509

ABSTRACT

In the last few years, the world has had to face the SARS-CoV-2 infection and its multiple effects. Even though COVID-19 was first considered to be a respiratory disease, it has an extended clinical spectrum with symptoms occurring in many tissues, and it is now identified as a systematic disease. Therefore, various drugs are used during the therapy of hospitalized COVID-19 patients. Studies have shown that many of these drugs could have adverse side-effects, including drug-induced liver injury-also known as DILI-which is the focus of our review. Despite the consistent findings, the pathophysiological mechanism behind DILI in COVID-19 disease is still complex, and there are a few risk factors related to it. However, when it comes to the diagnosis, there are specific algorithms (including the RUCAM algorithm) and biomarkers that can assist in identifying DILI and which we will analyze in our review. As indicated by the title, a variety of drugs are associated with this COVID-19-related complication, including systemic corticosteroids, drugs used for the therapy of uncontrolled cytokine storm, as well as antiviral, anti-inflammatory, and anticoagulant drugs. Bearing in mind that hepatotoxicity is very likely to occur during COVID-19, especially in patients treated with multiple medications, we will also refer to the use of other drugs used for DILI therapy in an effort to control and prevent a severe and long-term outcome.


Subject(s)
COVID-19 , Chemical and Drug Induced Liver Injury , Drug-Related Side Effects and Adverse Reactions , Humans , COVID-19/complications , SARS-CoV-2 , Chemical and Drug Induced Liver Injury/epidemiology , Chemical and Drug Induced Liver Injury/etiology , Risk Factors
8.
Life (Basel) ; 12(10)2022 Oct 20.
Article in English | MEDLINE | ID: covidwho-2082033

ABSTRACT

Coronavirus disease is a viral infection that can affect multiple systems and be expressed with many-or no-symptoms. The viral infection begins when the virus binds to the host's receptor and from that point on, it is transmitted to the rest of the body, where it causes inflammatory reactions. Among other tissues and systems, SARS-CoV-2 impacts the coagulation system, where it triggers the immunothrombotic response. Its effects are rather intense and can lead to many complications. COVID-19-associated coagulopathy is frequently observed in hospitalized patients, especially ICU patients, and can be proven detrimental. It is usually accompanied by other complications, such as sepsis-induced coagulopathy, disseminated intravascular coagulation and venous thromboembolism. Since all these conditions lead to poor prognosis for severely ill patients, thromboprophylaxis and coagulopathy prognosis are just as important as the therapeutic handling of these patients. Since the beginning of the pandemic, many biomarkers have been considered useful when trying to assess the thrombotic risk of hospitalized patients or evaluate the severity of their situation. At the same time, many drugs have already been tested-while others are still being trialed-in order to find the optimal therapy for each urgent situation.

9.
Medicina (Kaunas) ; 58(9)2022 Sep 01.
Article in English | MEDLINE | ID: covidwho-2010207

ABSTRACT

Background and Objectives: The pandemic of SARS-CoV-19 has affected the overall spectrum of General Surgery, either in the case management part, or in the type of cases. The purpose of this review is to gather all the parameters affected and to compare these changes between the pandemic period and the corresponding time frame of the previous year. Materials and Methods: A review of literature in two electronic databases (PubMed and Scopus) was performed examining studies during the pre-pandemic (March to May 2019) and pandemic (March to May 2020) period about emergency surgeries. The differences in case presentation in emergency rooms, patient characteristics, length of hospitalization, type of surgery, complications and mortality rate were compared. Results: The comparison of the studies revealed significant results highlighting the differences between the two time periods for each parameter. There has been observed an overall decrease in the number of cases presented for emergency and urgent surgery. In terms of age, sex, and BMI, there were no significant variations amongst the patients. About the length of hospitalization, the patients hospitalized longer during the pandemic period. In terms of pathologies, the most common types of surgery were appendectomy, gastrointestinal, and colorectal resection. Mortality did not differ between the two study periods. Conclusions: COVID-19 affected a large part of Emergency General Surgery mainly concerns the type of operations performed. The hospitalization of patients, the complications that may have arisen and the recognition of emergencies were the most important issues faced by health care officials in hospitals during the period of COVID-19; however, there were parameters like mortality and patients' characteristics that did not appear to differ with pre-pandemic era.


Subject(s)
COVID-19 , Appendectomy , Emergency Service, Hospital , Humans , Pandemics , Retrospective Studies , SARS-CoV-2
10.
Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association ; 37(Suppl 3), 2022.
Article in English | EuropePMC | ID: covidwho-1998916

ABSTRACT

BACKGROUND AND AIMS During the coronavirus disease-2019 (COVID-19) pandemic, the National Healthcare System of Greece was reorganized in order to cover the expected rise in hospitalizations of critically ill patients with COVID-19 infection. Accordingly, the aim of the present study was to explore whether the onset of the pandemic influenced the hospitalization rate of patients with end-stage kidney disease (ESKD) in a large tertiary university hospital in the metropolitan region of Thessaloniki, Greece. METHOD In this observational study, we retrospectively collected data regarding the hospitalizations of ESKD patients in the section of Nephrology of the first Department of Internal Medicine at the AHEPA University Hospital of Thessaloniki. We provide a comparative evaluation of the number of hospitalizations, demographic characteristics of patients and in-hospital outcomes between the 1-year-long period before (1 March 2019–29 February 2020) and the corresponding period after the onset of the COVID-19 pandemic (1 March 2020–28 February 2021). RESULTS Over the 1-year period before the onset of the pandemic, 149 ESKD patients with various complications were hospitalized in our department. During the control period, we recorded only 90 non-COVID-19 hospitalizations of ESKD patients (Table 1). There was no significant difference in the age and gender of patients who were hospitalized before and after the onset of the pandemic. Furthermore, the median duration of hospitalizations and the in-hospital mortality rate were comparable between the two periods. Over the 1-year-long period after the onset of the pandemic, our department provided care to 50 ESKD patients (32 males and 18 females) with COVID-19 infection who had a mean age of 66.3 ± 16.1 years. Of these, 33 patients (66%) were given discharge from the hospital, and the remaining 17 patients (34%) died. CONCLUSION This single-centre observational study shows a significant reduction in non-COVID-19 hospitalizations of ESKD patients in a tertiary University Hospital of Thessaloniki after the onset of the pandemic. However, the demographic characteristics of patients who were hospitalized, the duration of in-hospital care and clinical outcomes were comparable between the pandemic and control periods.

11.
Pan Afr Med J ; 41: 255, 2022.
Article in English | MEDLINE | ID: covidwho-1887336

ABSTRACT

Introduction: COVID-19 pandemic caused a major disruption to healthcare system. A year after COVID-19 outbreak, the question remains to what extent the lockdowns changed the volume of non-infected patients who were admitted to the Neurologic Department (ND). To determine the impact of the pandemic´s first year on a tertiary ND. Methods: non-infected patients admitted to ND between March 2020 and February 2021 were examined. A control group was generated for the same time interval starting from March 2019. Primary outcomes were the number of patients presenting with neurologic complaint who were admitted to the hospital and the diagnosis type. Secondary outcomes were hospitalization length and patients´ outcome. Results: overall, 816 patients (49.4% females) were admitted during the predetermined periods. Median age was 55 years. Median length of hospitalization was six days. We observed a 47.2% reduction in our department´s admissions during pandemic (n=282). None of the examined variables (type of neurologic diagnosis, age, gender, hospitalization length and outcome) changed significantly during pandemic. However, the number of patients admitted during the pandemic with a diagnosis categorized as "other" was statistically significant lower compared to the year before COVID-19 (p=0.007). Hospitalization length was associated only with patients´ age. Conclusion: our study examined for the first-time the consequences of the first year of COVID-19 pandemic on ND admissions. COVID-19 outbreak resulted in decreased admissions. Delays in seeking medical consultation for urgent or undiagnosed neurologic conditions require rigorous long-term monitoring to fully understand the impact of COVID-19 pandemic on patients with neurologic diseases.


Subject(s)
COVID-19 , Nervous System Diseases , COVID-19/epidemiology , Communicable Disease Control , Emergencies , Emergency Service, Hospital , Female , Hospitalization , Humans , Male , Middle Aged , Nervous System Diseases/epidemiology , Pandemics , Retrospective Studies , SARS-CoV-2
12.
Viruses ; 14(4)2022 04 07.
Article in English | MEDLINE | ID: covidwho-1786073

ABSTRACT

(1) Background: It is well-established that coronavirus disease-2019 (COVID-19) is highly pro-inflammatory, leading to activation of the coagulation cascade. COVID-19-induced hypercoagulability is associated with adverse outcomes and mortality. Current guidelines recommend that hospitalized COVID-19 patients should receive pharmacological prophylaxis against venous thromboembolism (VTE). (2) INTERACT is a retrospective, phase IV, observational cohort study aiming to evaluate the overall clinical effectiveness and safety of a higher than conventionally used prophylactic dose of anticoagulation with tinzaparin administered for VTE prevention in non-critically ill COVID-19 patients with moderate disease severity. (3) Results: A total of 705 patients from 13 hospitals in Greece participated in the study (55% men, median age 62 years). Anticoagulation with tinzaparin was initiated immediately after admission. A full therapeutic dose was received by 36.3% of the participants (mean ± SD 166 ± 33 IU/Kgr/day) and the remaining patients (63.9%) received an intermediate dose (mean ± SD 114 ± 22 IU/Kgr/day). The median treatment duration was 13 days (Q1-Q3: 8-20 days). During the study (April 2020 to November 2021), 14 thrombotic events (2.0%) were diagnosed (i.e., three cases of pulmonary embolism (PE) and 11 cases of deep venous thrombosis, DVT). Four bleeding events were recorded (0.6%). In-hospital death occurred in 12 patients (1.7%). Thrombosis was associated with increasing age (median: 74.5 years, Q1-Q3: 62-79, for patients with thrombosis vs. 61.9 years, Q1-Q3: 49-72, p = 0.0149), increased D-dimer levels for all three evaluation time points (at admission: 2490, Q1-Q3: 1580-6480 vs. 700, Q1-Q3: 400-1475, p < 0.0001), one week ± two days after admission (3510, Q1-Q3: 1458-9500 vs. 619, Q1-Q3: 352-1054.5, p < 0.0001), as well as upon discharge (1618.5, Q1-Q3: 1010-2255 vs. 500, Q1-Q3: 294-918, p < 0.0001). Clinical and laboratory improvement was affirmed by decreasing D-dimer and CRP levels, increasing platelet numbers and oxygen saturation measurements, and a drop in the World Health Organization (WHO) progression scale. (4) Conclusions: The findings of our study are in favor of prophylactic anticoagulation with an intermediate to full therapeutic dose of tinzaparin among non-critically ill patients hospitalized with COVID-19.


Subject(s)
COVID-19 Drug Treatment , Thrombosis , Venous Thromboembolism , Aged , Anticoagulants/adverse effects , Female , Hospital Mortality , Humans , Male , Middle Aged , Retrospective Studies , SARS-CoV-2 , Tinzaparin , Venous Thromboembolism/drug therapy , Venous Thromboembolism/prevention & control
13.
Cureus ; 14(2): e22250, 2022 Feb.
Article in English | MEDLINE | ID: covidwho-1766141

ABSTRACT

Background Influenza virus infection is associated with increased morbidity and mortality in patients with diabetes mellitus. Public health authorities recommend yearly vaccination of diabetic patients against seasonal influenza. Methods We surveyed to define the adherence to influenza vaccination and associated factors among diabetic patients in Thessaloniki, Greece. Predictors of adherence to yearly influenza vaccination were assessed with logistic regression models. Results A total of 206 patients were enrolled, with 47.1% reporting yearly vaccination against influenza (95% confidence interval, CI:40.3% to 53.9%). In univariate models, the absence of additional indications for vaccination was associated with a decreased likelihood of vaccination uptake (OR:0.29, 95% CI:0.11 to 0.68, p=0.007); older diabetic patients were more likely to receive influenza vaccination (34% increase per 10 years of age). These associations were attenuated in multivariable analysis. Conclusion Our study demonstrates a significant gap in influenza vaccination coverage rate in diabetic patients. Our data could be extrapolated to enhance the uptake of vaccines against SARS-CoV-2: emphasis should be placed on patient education.

14.
Psychiatriki ; 33(1): 21-30, 2022 Mar 28.
Article in English | MEDLINE | ID: covidwho-1732590

ABSTRACT

The COVID-19 pandemic has rapidly changed everyday life around the world. The situation created by the COVID-19 pandemic has been shown to be associated with severe mental health problems in frontline medical and nursing staff. The aim of this study was to investigate exhaustion, disengagement, secondary traumatic stress, compassion satisfaction, burnout, as well as depression, anxiety and stress among internists in Greece, during the second lockdown period. Internists were approached through the Internal Medicine Society of Greece and a total of 117 participated in the study (response rate: 15.3%). The participants responded through a Google form on the Depression, Anxiety and Stress Scale - 21, the Oldenburg Burnout Inventory (OLBI) and the Professional Quality of Life Scale version 5 (ProQOL-5). Exhaustion was found in the majority of the participants (88%), 65.8% met the criteria for at least moderate levels of compassion satisfaction and 71.8% presented moderate levels of burnout. Furthermore, about half of the participants met the criteria for moderate to extremely severe levels of depression, anxiety and stress. Finally, regression analyses showed that depression was associated with both the OLBI and ProQOL-5 scales. The majority of the internists, during the lockdown period in Greece, were evaluated as "exhausted", with high rates of negative psychological symptoms. The present study, despite the limitations, highlights the impact of the COVID-19 pandemic on internists, which triggered a shift in attention onto the treatment, and especially the prevention, of stressful situations for health professionals.


Subject(s)
Burnout, Professional , COVID-19 , Burnout, Professional/epidemiology , Burnout, Professional/psychology , COVID-19/epidemiology , COVID-19/prevention & control , Communicable Disease Control , Cross-Sectional Studies , Delivery of Health Care , Greece/epidemiology , Health Personnel/psychology , Humans , Pandemics , Quality of Life
15.
J Pers Med ; 11(12)2021 Dec 17.
Article in English | MEDLINE | ID: covidwho-1580616

ABSTRACT

Since the beginning of the COVID-19 pandemic, 195 million people have been infected and 4.2 million have died from the disease or its side effects. Physicians, healthcare scientists and medical staff continuously try to deal with overloaded hospital admissions, while in parallel, they try to identify meaningful correlations between the severity of infected patients with their symptoms, comorbidities and biomarkers. Artificial intelligence (AI) and machine learning (ML) have been used recently in many areas related to COVID-19 healthcare. The main goal is to manage effectively the wide variety of issues related to COVID-19 and its consequences. The existing applications of ML to COVID-19 healthcare are based on supervised classifications which require a labeled training dataset, serving as reference point for learning, as well as predefined classes. However, the existing knowledge about COVID-19 and its consequences is still not solid and the points of common agreement among different scientific communities are still unclear. Therefore, this study aimed to follow an unsupervised clustering approach, where prior knowledge is not required (tabula rasa). More specifically, 268 hospitalized patients at the First Propaedeutic Department of Internal Medicine of AHEPA University Hospital of Thessaloniki were assessed in terms of 40 clinical variables (numerical and categorical), leading to a high-dimensionality dataset. Dimensionality reduction was performed by applying a principal component analysis (PCA) on the numerical part of the dataset and a multiple correspondence analysis (MCA) on the categorical part of the dataset. Then, the Bayesian information criterion (BIC) was applied to Gaussian mixture models (GMM) in order to identify the optimal number of clusters under which the best grouping of patients occurs. The proposed methodology identified four clusters of patients with similar clinical characteristics. The analysis revealed a cluster of asymptomatic patients that resulted in death at a rate of 23.8%. This striking result forces us to reconsider the relationship between the severity of COVID-19 clinical symptoms and the patient's mortality.

16.
Medicina (Kaunas) ; 57(11)2021 Nov 01.
Article in English | MEDLINE | ID: covidwho-1488669

ABSTRACT

Background and Objectives: The outbreak of the COVID-19 pandemic had a major impact on all aspects of health care. Few up-to-date studies have actually assessed the impact of COVID-19 on emergency surgeries. The aim of this study was to provide an overview of the impact of the pandemic relating to the emergency surgery performed, as well as morbidity and mortality rates during the first year of the pandemic (March 2020-February 2021) and during the control period. In this period, the first propaedeutic surgery department and the third surgery department of the University General Hospital of Thessaloniki "AHEPA" in Greece provided continuous emergency general surgery services. Material and Methods: The study is in a retrospective cohort and included patients who were admitted to the Emergency Department and underwent emergency general surgery during the control period (n = 456), March 2019-February 2020 and during the first year of the pandemic (n = 223), March 2020-February 2021. Gender, age, type of surgical operation (morbidity), ICU need, the patient's outcome, and days of hospitalization were compared. Results: A total of 679 emergency surgeries were included. Statistically significant differences emerged between the two time periods in the total number of emergency surgeries performed (p < 0.001). The most common type of surgery in the control period was associated with soft tissue infection while, during the pandemic period, the most common type of surgery was associated with the hepatobiliary system. In addition, the mortality rates nearly doubled during the pandemic period (2.2% vs. 4%). Finally, the mean age of our sample was 50.6 ± 17.5 and the majority of the participants in both time periods were males. Conclusions: The COVID-19 pandemic changed significantly the total number of emergency general surgeries performed. Mortality rates doubled and morbidity rates were affected between the control and pandemic periods. Finally, age, gender, length of hospitalization, intensive care unit hospitalization, and laparoscopy use in patients undergoing emergency surgery during the pandemic were stable.


Subject(s)
COVID-19 , Pandemics , Emergency Service, Hospital , Greece/epidemiology , Humans , Male , Morbidity , Retrospective Studies , SARS-CoV-2 , Tertiary Care Centers
17.
Medicina (Kaunas) ; 57(10)2021 Sep 22.
Article in English | MEDLINE | ID: covidwho-1438663

ABSTRACT

Background: Erdheim-Chester disease (ECD) is a rare hematopoietic neoplasm of histiocytic origin characterized by an insidious course. The coronavirus disease 2019 (COVID-19) pandemic has put an enormous strain on healthcare systems worldwide both directly and indirectly, resulting in the disruption of healthcare services to prevent, diagnose and manage non-COVID-19 disease. Case Presentation: We describe the case of a 58-year-old male patient with sporadic episodes of self-resolving mild fever and anemia of chronic disease with onset two years before the current presentation. Positron emission/computed tomography scan revealed the presence of moderately hypermetabolic perirenal tissue masses. In order to achieve diagnosis, repeated perirenal tissue biopsies were performed, and the diagnostic evaluation was complicated by the strain put on the healthcare system by the COVID-19 pandemic. The patient contracted SARS-CoV-2 and required hospitalization, but recovered fully. No further ECD target organ involvement was documented. Treatment options were presented, but the patient chose to defer treatment for ECD. Conclusion: A high index of suspicion and multidisciplinary team collaboration is paramount to achieve diagnosis in rare conditions such as ECD. Disruptions in healthcare services in the pandemic milieu may disproportionately affect people with rare diseases and further study and effort is required to better meet their needs in the pandemic setting.


Subject(s)
COVID-19 , Erdheim-Chester Disease , Erdheim-Chester Disease/diagnosis , Erdheim-Chester Disease/epidemiology , Humans , Male , Middle Aged , Pandemics , Positron-Emission Tomography , SARS-CoV-2
18.
Postgrad Med J ; 97(1148): 380-383, 2021 Jun.
Article in English | MEDLINE | ID: covidwho-760278

ABSTRACT

HbA1c is a biomarker with a central role in the diagnosis and follow-up of patients with diabetes, although not a perfect one. Common comorbidities encountered in patients with diabetes mellitus, such as renal insufficiency, high output states (iron deficiency anaemia, haemolytic anaemia, haemoglobinopathies and pregnancy) and intake of specific drugs could compromise the sensitivity and specificity of the biomarker. COVID-19 pandemic poses a pressing challenge for the diabetic population, since maintaining optimal blood glucose control is key to reduce morbidity and mortality rates. Alternative methods for diabetes management, such as fructosamine, glycosylated albumin and device-based continuous glucose monitoring, are discussed.


Subject(s)
COVID-19/complications , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 2/diagnosis , Glycated Hemoglobin/metabolism , Biomarkers/blood , Blood Glucose/metabolism , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 2/blood , Humans , Predictive Value of Tests
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