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Pastorkova N, Janouskova K, Vasina L, Schulz H, Astl J, Holy R. Postcovid Guillain-Barré syndrome with severe course - case series two patients including clinical evaluation of smell and examination of olfactory event-related potentials (OERPs). Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2024; 168:354-358. [PMID: 37114704 DOI: 10.5507/bp.2023.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 04/21/2023] [Indexed: 04/29/2023] Open
Abstract
INTRODUCTION We report a case series two patients of Guillain-Barré syndrome (GBS) associated with previous COVID-19 that both patients survived. GBS is an immune-mediated disease that affects peripheral nerves and can cause life-threatening complications. CASE REPORTS In both cases (53-year-old female and 59-year-old male) with severe GBS with complications, the smell of sense was investigated subjectively using Sniffin' sticks identification tests and objectively using objective olfactometry by the evaluation of olfactory event-related potentials (OERPs). Both patients had good results of the subjective Sniffin' sticks identification test without patholgical findings. Results of objective examination of OERPs: the P2-N1 wave complex was equipotent. No olfactory disturbance could be detected in either case, OERPs were plentiful in both cases. CONCLUSION The presentation of a case series two patients of post-covid GBS are an example of one of the many complications of COVID-19 that can cause prolonged recovery. Despite the severe course of GBS and the long recovery time, both patients returned to normal life. An expanded prospective study is planned for the future to investigate post-covid olfactory impairment. The prevalence of GBS associated with COVID-19 is still unknown but it is evident that both mild and severe forms of GBS have been described in patients.
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Affiliation(s)
- Nikola Pastorkova
- Department of Neurology, Military University Hospital, Prague, Czech Republic
| | - Karla Janouskova
- Department of Otorhinolaryngology and Maxillofacial Surgery, Military University Hospital, Prague, Czech Republic
- Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Libor Vasina
- Department of Neurology, Military University Hospital, Prague, Czech Republic
| | - Helene Schulz
- Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jaromir Astl
- Department of Otorhinolaryngology and Maxillofacial Surgery, Military University Hospital, Prague, Czech Republic
- Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Richard Holy
- Department of Otorhinolaryngology and Maxillofacial Surgery, Military University Hospital, Prague, Czech Republic
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Sung M, Kim YS, Cho C, Son Y, Kim DW, Lee SH. Impact of Immunosuppressants and Vaccination on COVID-19 Outcomes in Autoimmune Patients and Solid Organ Transplant Recipients: A Nationwide Propensity Score-Matched Study. Vaccines (Basel) 2024; 12:1190. [PMID: 39460355 PMCID: PMC11512354 DOI: 10.3390/vaccines12101190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/09/2024] [Accepted: 10/14/2024] [Indexed: 10/28/2024] Open
Abstract
PURPOSE This study investigates the impact of varying degrees of immunosuppression on the clinical outcomes of immunocompromised individuals, particularly those with autoimmune diseases or post-solid organ transplant statuses, in the context of COVID-19. By focusing on these highly vulnerable populations, the study underscores the significant health inequalities faced by immunocompromised patients, who experience disproportionately worse outcomes in comparison to the general population. METHODS A retrospective cohort analysis of the K-COV-N dataset was conducted, comparing the effects of immunosuppression in autoimmune and transplant groups with matched control groups. Propensity score matching was employed to minimize inequalities in baseline characteristics, ensuring a more equitable comparison between immunocompromised and non-immunocompromised individuals. Outcomes included COVID-19-related in-hospital mortality, 28-day mortality, ICU admissions, and the need for respiratory support among 323,890 adults in the Republic of Korea. Patients with cancer or other immunosuppressive conditions, such as HIV, were excluded. Subgroup analyses assessed the influence of specific immunosuppressive medications and vaccination extent. RESULTS Significantly elevated in-hospital mortality was found for patients with autoimmune diseases (adjusted Odds Ratio [aOR] 2.749) and transplant recipients (aOR 7.567), with similar patterns in other outcomes. High-dose steroid use and a greater number of immunosuppressant medications markedly increased the risk of poor outcomes. Vaccination emerged as a protective factor, with a single dose substantially improving outcomes for autoimmune patients and at least two doses necessary for transplant recipients. CONCLUSIONS Immunocompromised patients, particularly those with autoimmune diseases and transplant recipients, are highly vulnerable to severe COVID-19 outcomes. High-dose steroid use and multiple immunosuppressants further increase risks. Vaccination significantly improves outcomes, with at least one dose benefiting autoimmune patients and two doses necessary for transplant recipients. Personalized vaccination schedules based on immunosuppression levels are essential to mitigate healthcare inequalities and improve outcomes, particularly in underserved populations, informing both clinical and public health strategies.
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Affiliation(s)
- Mindong Sung
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (M.S.); (Y.-S.K.)
| | - Young-Sam Kim
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (M.S.); (Y.-S.K.)
| | - Changjin Cho
- Department of Information Statistics, Gyeongsang National University, Jinju 52828, Republic of Korea; (C.C.); (Y.S.)
| | - Yongeun Son
- Department of Information Statistics, Gyeongsang National University, Jinju 52828, Republic of Korea; (C.C.); (Y.S.)
| | - Dong-Wook Kim
- Department of Information Statistics, Gyeongsang National University, Jinju 52828, Republic of Korea; (C.C.); (Y.S.)
- Department of Information and Statistics, Research Institute of Natural Science, Gyeongsang National University, 501 Jinju-daero, Jinju 52858, Republic of Korea
| | - Su-Hwan Lee
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (M.S.); (Y.-S.K.)
- Department of Bio & Medical Bigdata (BK21 Plus), Gyeongsang National University, Jinju 52828, Republic of Korea
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Lee R, Cho SY, Lee DG, Nho D. High-Dose Corticosteroid Use in Severe to Critically Ill Patients With COVID-19: A Nationwide Population-Based Matched Cohort Study. J Korean Med Sci 2024; 39:e255. [PMID: 39228186 PMCID: PMC11372411 DOI: 10.3346/jkms.2024.39.e255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 07/09/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND Systemic corticosteroids have become the standard of care for severe to critically ill patients with coronavirus disease 2019 (COVID-19). However, the real-world efficacy and safety outcomes associated with a higher dose of corticosteroids remain uncertain. METHODS We conducted a nationwide, population-based, matched cohort study of severe to critically ill adult patients with COVID-19 between January 2020 and June 2021 in Korea using the National Health Information Database. Patients using systemic corticosteroids were included and high-dose corticosteroid use was defined as a daily mean prescribed dose of more than 6 mg of dexamethasone. We then employed a proportional hazard regression model to identify prognostic factors for 28-day all-cause mortality and conducted a Fine and Gray regression model to assess risk factors for developing COVID-19-associated pulmonary aspergillosis (CAPA). RESULTS During the study period, 102,304 patients with COVID-19 were screened, 5,754 met the eligibility criteria, and 2,138 were successfully matched. The mean prescribed daily dose was 4.2 mg and 13.4 mg in the standard- and high-dose groups, respectively, and the mean duration of use was not different between the groups. High-dose corticosteroid use independently increased all-cause mortality at 28 days (adjusted hazard ratio [aHR], 1.48; 95% confidence interval [CI], 1.25-1.76) and 90 days (aHR, 1.63; CI, 1.44-1.85) after admission. Subgroup analysis revealed a statistically significant elevation in the risk of mortality among patients using low-flow or high-flow nasal cannulas, with aHRs of 1.41 and 1.46, respectively. No significant impact of high-dose steroids was observed, even in patients who underwent mechanical ventilation at 28 days (aHR, 1.17; CI, 0.79-1.72). As a safety outcome, high-dose corticosteroid use showed an association with the development of CAPA (aHR, 2.97; 95% CI, 0.94-9.43). CONCLUSION Among severe to critically ill patients with COVID-19, high-dose corticosteroid use was associated with increased 28-day all-cause mortality and showed a trend toward the development of CAPA.
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Affiliation(s)
- Raeseok Lee
- Division of Infectious Diseases, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Sung-Yeon Cho
- Division of Infectious Diseases, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Dong-Gun Lee
- Division of Infectious Diseases, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Korea.
| | - Dukhee Nho
- Division of Infectious Diseases, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Vaccine Bio Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Choi HS, Choi AY, Kopp JB, Winkler CA, Cho SK. Review of COVID-19 Therapeutics by Mechanism: From Discovery to Approval. J Korean Med Sci 2024; 39:e134. [PMID: 38622939 PMCID: PMC11018982 DOI: 10.3346/jkms.2024.39.e134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 03/18/2024] [Indexed: 04/17/2024] Open
Abstract
The global research and pharmaceutical community rapidly mobilized to develop treatments for coronavirus disease 2019 (COVID-19). Existing treatments have been repurposed and new drugs have emerged. Here we summarize mechanisms and clinical trials of COVID-19 therapeutics approved or in development. Two reviewers, working independently, reviewed published data for approved COVID-19 vaccines and drugs, as well as developmental pipelines, using databases from the following organizations: United States Food and Drug Administration (US-FDA), European Medicines Agency (EMA), Japanese Pharmaceutical and Medical Devices Agency (PMDA), and ClinicalTrials.gov. In all, 387 drugs were found for initial review. After removing unrelated trials and drugs, 66 drugs were selected, including 17 approved drugs and 49 drugs under development. These drugs were classified into six categories: 1) drugs targeting the viral life cycle 2) Anti-severe acute respiratory syndrome coronavirus 2 Monoclonal Antibodies, 3) immunomodulators, 4) anti-coagulants, 5) COVID-19-induced neuropathy drugs, and 6) other therapeutics. Among the 49 drugs under development are the following: 6 drugs targeting the viral life cycle, 12 immunosuppression drugs, 2 immunostimulants, 2 HIF-PHD targeting drugs, 3 GM-CSF targeting drugs, 5 anti-coagulants, 2 COVID-19-induced neuropathy drugs, and 17 others. This review provides insight into mechanisms of action, properties, and indications for COVID-19 medications.
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Affiliation(s)
- Hee Sun Choi
- Department of Pharmacology, Ajou University School of Medicine, Suwon, Korea
| | - A Young Choi
- Department of Pharmacology, Ajou University School of Medicine, Suwon, Korea
| | - Jeffrey B Kopp
- Kidney Disease Section, Kidney Diseases, Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Cheryl A Winkler
- Basic Research Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, MD, USA
| | - Sung Kweon Cho
- Department of Pharmacology, Ajou University School of Medicine, Suwon, Korea
- Basic Research Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, MD, USA.
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Kang H, Kang CK, Im JH, Cho Y, Kang DY, Lee JY. Adverse Drug Events Associated With Remdesivir in Real-World Hospitalized Patients With COVID-19, Including Vulnerable Populations: A Retrospective Multicenter Study. J Korean Med Sci 2023; 38:e346. [PMID: 37967875 PMCID: PMC10643246 DOI: 10.3346/jkms.2023.38.e346] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 07/24/2023] [Indexed: 11/17/2023] Open
Abstract
BACKGROUND Remdesivir is a US Food and Drug Administration-approved drug for coronavirus disease 2019 (COVID-19). Clinical trials were conducted under strictly controlled situations for a selected population, and their reported adverse events may not fully represent conditions in real-world patients. We aimed to estimate the incidence of adverse drug events (ADEs) associated with remdesivir in hospitalized patients with COVID-19, including vulnerable subpopulations, such as those with impaired renal or hepatic function and pregnant women. METHODS This retrospective observational study included hospitalized patients with confirmed COVID-19 treated with remdesivir between January and December 2021 at ten hospitals. ADEs and severe ADEs (Common Toxicity Criteria for Adverse Events grade ≥ 3) were operationally defined and analyzed through laboratory investigations. The incidence of ADEs was compared with that of each matched control in subpopulations with renal or hepatic impairment and pregnant women. RESULTS Among 2,140 patients, 1,416 (66.2%) and 295 (13.8%) experienced at least one ADE and severe ADE, respectively. The most frequent ADE was 'hepatic injury' (42.9%), followed by anemia (27.6%). The most common severe ADEs were 'hypokalemia' (5.3%), 'hepatic injury' (2.9%), and 'anemia' (3.6%). There was no significant difference in the incidence of ADEs in patients relative to their respective matched-control groups, including those with renal impairment (80.0% vs. control 71.8%, P = 0.063), hepatic impairment (70.4% vs. control 75.0%, P = 0.623) and pregnant women (78.6% vs. control 63.7%, P = 0.067). However, severe ADE incidence was significantly higher in patients with renal impairment (40.8% vs. 16.0%, P < 0.001). The most common severe ADEs in those were 'anemia' (15.3%), 'hypokalemia' (10.5%), and 'thrombocytopenia' (8.9%). There was no statistically significant difference in the incidence of severe ADEs in patients with hepatic impairment or in pregnancy (P = 0.230; P = 0.085). CONCLUSION A significant proportion of patients with COVID-19 treated with remdesivir experienced ADEs and severe ADEs. Given the high incidence of severe ADEs, caution is required in patients with renal impairment. Further studies are needed to investigate ADEs in pregnant women and patients with hepatic impairment.
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Affiliation(s)
- Hyein Kang
- Infection Control Center, Seoul National University Hospital, Seoul, Korea
- College of Pharmacy, Seoul National University, Seoul, Korea
| | - Chang Kyung Kang
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Jae Hyoung Im
- Department of Internal Medicine, Inha University College of Medicine, Incheon, Korea
| | - Yoonsook Cho
- Department of Pharmacy, Seoul National University Hospital, Seoul, Korea
| | - Dong Yoon Kang
- Department of Preventive Medicine, University of Ulsan College of Medicine, Ulsan University Hospital, Ulsan, Korea.
| | - Ju-Yeun Lee
- College of Pharmacy, Seoul National University, Seoul, Korea.
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Lee E, Kim S, Lee SY, Jeong J, Bang J, Oh J, Shin SD, Kim NJ, Choe PG, Oh MD. Risk Factors for the Prescription of Ineffective Antiviral Candidates for COVID-19 During the Early Pandemic Period in Korea. J Korean Med Sci 2023; 38:e280. [PMID: 37698205 PMCID: PMC10497349 DOI: 10.3346/jkms.2023.38.e280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 05/14/2023] [Indexed: 09/13/2023] Open
Abstract
BACKGROUND Although the evidence of treatment for coronavirus disease 2019 (COVID-19) changed rapidly, little is known about the patterns of potential pharmacological treatment during the early period of the COVID-19 pandemic in Korea and the risk factors for ineffective prescription. METHODS Using claims data from the Korean National Health Insurance System, this retrospective cohort study included admission episodes for COVID-19 from February to December 2020. Ineffective antiviral prescriptions for COVID-19 were defined as lopinavir/ritonavir (LPN/r) and hydroxychloroquine (HCQ) prescribed after July 2020, according to the revised National Institute of Health COVID-19 treatment guidelines. Factors associated with ineffective prescriptions, including patient and hospital factors, were identified by multivariate logistic regression analysis. RESULTS Of the 15,723 COVID-19 admission episodes from February to June 2020, 4,183 (26.6%) included prescriptions of LPN/r, and 3,312 (21.1%) included prescriptions of HCQ. Of the 48,843 admission episodes from July to December 2020, after the guidelines were revised, 2,258 (4.6%) and 182 (0.4%) included prescriptions of ineffective LPN/r and HCQ, respectively. Patient factors independently associated with ineffective antiviral prescription were older age (adjusted odds ratio [aOR] per 10-year increase, 1.17; 95% confidence interval [CI], 1.14-1.20) and severe condition with an oxygen requirement (aOR, 2.49; 95% CI, 2.24-2.77). The prescription of ineffective antiviral drugs was highly prevalent in primary and nursing hospitals (aOR, 40.58; 95% CI, 31.97-51.50), public sector hospitals (aOR, 15.61; 95% CI, 12.76-19.09), and regions in which these drugs were highly prescribed before July 2020 (aOR, 10.65; 95% CI, 8.26-13.74). CONCLUSION Ineffective antiviral agents were prescribed to a substantial number of patients during the first year of the COVID-19 pandemic in Korea. Treatment with these ineffective drugs tended to be prolonged in severely ill patients and in primary and public hospitals.
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Affiliation(s)
- Eunyoung Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Division of Infectious Diseases, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea
| | - Seungyeon Kim
- Transdisciplinary Department of Medicine and Advanced Technology, Seoul National University Hospital, Seoul, Korea
- College of Pharmacy, Dankook University, Cheonan, Korea
| | - Sun Young Lee
- Public Healthcare Center, Seoul National University Hospital, Seoul, Korea
- Department of Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Joo Jeong
- Department of Emergency Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Jihwan Bang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Division of Infectious Diseases, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea
| | - Juhwan Oh
- Department of Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Sang Do Shin
- Department of Emergency Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Nam Joong Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Pyoeng Gyun Choe
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.
| | - Myoung-Don Oh
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
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Choi Y, Kang M, Shin DH, Jung J, Choi SJ, Kim NH, Moon SM, Song KH, Kim ES, Jung J, Kim HB. Antibiotic Prescription in Patients With Coronavirus Disease 2019: Analysis of National Health Insurance System Data in the Republic of Korea. J Korean Med Sci 2023; 38:e189. [PMID: 37365725 DOI: 10.3346/jkms.2023.38.e189] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 03/10/2023] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND Although coronavirus disease 2019 (COVID-19) is a viral infection, antibiotics are often prescribed due to concerns about accompanying bacterial infection. Therefore, we aimed to analyze the number of patients with COVID-19 who received antibiotic prescriptions, as well as factors that influenced antibiotics prescription, using the National Health Insurance System database. METHODS We retrospectively reviewed claims data for adults aged ≥ 19 years hospitalized for COVID-19 from December 1, 2019 to December 31, 2020. According to the National Institutes of Health guidelines for severity classification, we calculated the proportion of patients who received antibiotics and the number of days of therapy per 1,000 patient-days. Factors contributing to antibiotic use were determined using linear regression analysis. In addition, antibiotic prescription data for patients with influenza hospitalized from 2018 to 2021 were compared with those for patients with COVID-19, using an integrated database from Korea Disease Control and Prevention Agency-COVID19-National Health Insurance Service cohort (K-COV-N cohort), which was partially adjusted and obtained from October 2020 to December 2021. RESULTS Of the 55,228 patients, 46.6% were males, 55.9% were aged ≥ 50 years, and most patients (88.7%) had no underlying diseases. The majority (84.3%; n = 46,576) were classified as having mild-to-moderate illness, with 11.2% (n = 6,168) and 4.5% (n = 2,484) having severe and critical illness, respectively. Antibiotics were prescribed to 27.3% (n = 15,081) of the total study population, and to 73.8%, 87.6%, and 17.9% of patients with severe, critical, and mild-to-moderate illness, respectively. Fluoroquinolones were the most commonly prescribed antibiotics (15.1%; n = 8,348), followed by third-generation cephalosporins (10.4%; n = 5,729) and beta-lactam/beta-lactamase inhibitors (6.9%; n = 3,822). Older age, COVID-19 severity, and underlying medical conditions contributed significantly to antibiotic prescription requirement. The antibiotic use rate was higher in the influenza group (57.1%) than in the total COVID-19 patient group (21.2%), and higher in severe-to-critical COVID-19 cases (66.6%) than in influenza cases. CONCLUSION Although most patients with COVID-19 had mild to moderate illness, more than a quarter were prescribed antibiotics. Judicious use of antibiotics is necessary for patients with COVID-19, considering the severity of disease and risk of bacterial co-infection.
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Affiliation(s)
- Yunsang Choi
- Division of Infectious Diseases, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Minsun Kang
- Artificial Intelligence and Big-Data Convergence Centre, Gil Medical Centre, Gachon University College of Medicine, Incheon, Korea
- Department of Preventive Medicine, Gachon University College of Medicine, Incheon, Korea
| | - Dong Hoon Shin
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Jongtak Jung
- Division of Infectious Diseases, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Seong Jin Choi
- Division of Infectious Diseases, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Nak-Hyun Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Song Mi Moon
- Division of Infectious Diseases, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Kyoung-Ho Song
- Division of Infectious Diseases, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Eu Suk Kim
- Division of Infectious Diseases, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Jaehun Jung
- Artificial Intelligence and Big-Data Convergence Centre, Gil Medical Centre, Gachon University College of Medicine, Incheon, Korea
- Department of Preventive Medicine, Gachon University College of Medicine, Incheon, Korea
| | - Hong Bin Kim
- Division of Infectious Diseases, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.
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