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1.
Sci Rep ; 13(1): 6830, 2023 04 26.
Article in English | MEDLINE | ID: covidwho-2298866

ABSTRACT

We aimed to analyze the kinetics of T-cell-mediated and B-cell-mediated humoral immune responses against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) before and after booster vaccination, as well as the impacts of the in vitro test results the type of vaccination on the prediction of SARS-CoV-2 infection. A total of 240 healthcare workers vaccinated twice were serially tested using an interferon gamma release assay (IGRA) and a neutralizing antibody (nAb). At the end of the study, we investigated the history of SARS-CoV-2 infection of all the enrolled participants to analyze the effects of the test results and the type of vaccination on SARS-CoV-2 infection. Overall, the positive rates were 52.3% and 80.0% for IGRA and 84.6% and 100% for the nAb test before and after booster vaccination, respectively. However, the positive rates were 52.8% for IGRA and 100% for nAb 3 months after booster vaccination. The in vitro test results and the type of vaccination were not associated with SARS-CoV-2 infection. The antibody response caused by the SARS-CoV-2 vaccination lasted more than 6 months, although the response of the T-cells disappeared rapidly after 3 months. However, these in vitro results and the type of vaccination cannot be used for predicting the risk of SARS-CoV-2 infection.


Subject(s)
COVID-19 , Vaccines , Humans , SARS-CoV-2 , COVID-19/prevention & control , COVID-19 Vaccines , Vaccination , Antibodies, Neutralizing , Health Personnel , Antibodies, Viral , Immunity, Humoral
2.
Sci Rep ; 13(1): 4961, 2023 03 27.
Article in English | MEDLINE | ID: covidwho-2267676

ABSTRACT

We evaluated newly developed surrogate virus neutralization tests (sVNT) for detecting neutralizing antibodies (NAbs) against the receptor binding domain of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). VERI-Q SARS-CoV-2 Neutralizing Antibody Detection ELISA Kit (MiCo BioMed, Gyeonggi-do, Republic of Korea, hereafter, "eCoV-CN") is an enzyme-linked immunosorbent assay-based sVNT, and VERI-Q SARS-CoV-2 Neutralizing Antibody Rapid Test Kit (MiCo BioMed, hereafter, "rCoV-RN") is a point-of-care lateral-flow immunochromatography test with auto-scanner. A total of 411 serum samples were evaluated. Both evaluations used a 50% plaque reduction neutralization test (PRNT50) as the gold standard. Compared with PRNT50, the eCoV-CN showed 98.7% positive percent agreement (PPA), 96.8% negative percent agreement (NPA), 97.4% total percent agreement (TPA), with kappa values of 0.942. The rCoV-RN showed 98.7% PPA, 97.4% NPA, 97.8% TPA, and kappa values of 0.951, comparing to PRNT50. Neither assay indicated cross-reactivity for other pathogens, and the signal indexes were statistically significantly correlated to the PRNT50 titer. The two evaluated sVNTs show comparable performances to the PRNT50 with the advantages of technical simplicity, speed, and do not require cell culture facilities.


Subject(s)
COVID-19 , SARS-CoV-2 , Animals , Neutralization Tests , Antibodies, Neutralizing , COVID-19/diagnosis , Serologic Tests , Callitrichinae , Antibodies, Viral
3.
Int J Environ Res Public Health ; 20(1)2022 12 23.
Article in English | MEDLINE | ID: covidwho-2252275

ABSTRACT

The COVID-19 pandemic has been the largest infectious disease epidemic to affect the human race since the great influenza pandemic of 1918-19 and is close to approaching the number of deaths from the earlier epidemic. A review of available data and the numerous currently available studies on COVID-19 shows that the rate of clinical cases is about 10% greater in females than males in Asia. However, the number of deaths is greater in males than in females. Women are more likely to experience the psychological effects of COVID-19 during and after acute infections. A significant proportion of acute COVID-19 infections continue and their prolonged symptoms have been reported. Further studies are needed, including detailed serology, to measure and monitor the incidence of COVID-19. The pandemic has had a widespread impact on broader societies including shortages of food, lockdowns and isolation. The number of orphans in developing countries has increased. Women have had to bear the major impacts of these community effects. More research is required to develop better vaccines acting against new strains of the virus and to develop systems to distribute vaccines to all people.


Subject(s)
COVID-19 , Male , Female , Humans , COVID-19/epidemiology , SARS-CoV-2 , Pandemics/prevention & control , Communicable Disease Control , Asia/epidemiology
4.
Biosens Bioelectron ; 227: 115169, 2023 May 01.
Article in English | MEDLINE | ID: covidwho-2241271

ABSTRACT

The COVID-19 pandemic is an ongoing global public health threat. COVID-19 is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, and binding of the SARS-CoV-2 spike to its receptor, angiotensin-converting enzyme 2 (ACE2), on host cells is critical for viral infection. Here, we developed a luminescent biosensor that readily detects interactions of the spike receptor-binding domain (RBD) and ACE2 in cell culture medium ('SpACE-CCM'), which was based on bimolecular complementation of the split nanoluciferase-fused spike RBD and ectodomain of ACE2 and further engineered to be efficiently secreted from cells by adding a heterologous secretory signal peptide (SSP). Screening of various SSPs identified 'interferon-α+alanine-aspartate' as the SSP that induced the highest activity. The SpACE-CCM biosensor was validated by observing a marked reduction of the activity caused by interaction-defective mutations or in the presence of neutralizing antibodies, recombinant decoy proteins, or peptides. Importantly, the SpACE-CCM biosensor responded well in assay-validating conditions compared with conventional cell lysate-based NanoLuc Binary Technology, indicating its advantage. We further demonstrated the biosensor's versatility by quantitatively detecting neutralizing activity in blood samples from COVID-19 patients and vaccinated individuals, discovering a small molecule interfering with the spike RBD-ACE2 interaction through high-throughput screening, and assessing the cross-reactivity of neutralizing antibodies against SARS-CoV-2 variants. Because the SpACE-CCM is a facile and rapid one-step reaction biosensor that aptly recapitulates the native spike-ACE2 interaction, it would be advantageous in many experimental and clinical applications associated with this interaction.


Subject(s)
Biosensing Techniques , COVID-19 , Humans , SARS-CoV-2 , Angiotensin-Converting Enzyme 2 , Pandemics , Protein Binding , Antibodies, Neutralizing/metabolism , Cell Culture Techniques , Spike Glycoprotein, Coronavirus
6.
Clin Chem Lab Med ; 61(3): 503-509, 2023 02 23.
Article in English | MEDLINE | ID: covidwho-2154345

ABSTRACT

OBJECTIVES: We compared the performance of a new interferon gamma release assay (IGRA) format assay, the ichroma™ COVID-19 IGRA (IGRA-SARS), with that of the widely used QuantiFERON SARS-CoV-2 ELISA kit (QFN-SARS) in vaccinated healthcare workers (HCWs). Additionally, we analyzed the long-term changes in IGRA results after the final vaccine dose. METHODS: A total of 383 specimens from 281 HCWs were enrolled in this study, and the results of SARS-IGRA and QFN-SARS assays were compared. In addition, we performed the receive operator curve analysis to estimate the optimal cut-off value for IGRA-SARS. RESULTS: For all specimens, IGRA-SARS and QFN-SARS showed 75.7% and 64.2% of the positive results, respectively. The absolute agreement between IGRA-SARS and QFN-SARS was 80.0%, and the Fleiss' κ value was 0.525, indicating moderate agreement. ROC curve analysis of the IGRA-SARS results showed a cut-off value of >0.254 IU/mL, which was consistent with the manufacturer's specifications. The positive rates of both IGRA assays decreased significantly after a postvaccination period of 6 months. CONCLUSIONS: IGRA-SARS showed acceptable performance in the detection of vaccine-induced immunity against COVID-19; however, harmonization of IGRA assays has not yet been achieved. Additionally, the significant decline of positive rates of IGRA after the last vaccination would support the necessity of booster vaccination after a postvaccination period of 6 months.


Subject(s)
COVID-19 , Vaccines , Humans , COVID-19/diagnosis , Health Personnel , Interferon-gamma Release Tests , SARS-CoV-2 , COVID-19 Vaccines
7.
ACS Sens ; 7(11): 3470-3480, 2022 Nov 25.
Article in English | MEDLINE | ID: covidwho-2117058

ABSTRACT

In early 2022, the number of people infected with the highly contagious mutant severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), called Omicron, was increasing worldwide. Therefore, several countries approved the lateral flow assay (LFA) strip as a diagnostic method for confirming SARS-CoV-2 instead of reverse transcription-polymerase chain reaction (RT-PCR), which takes a long time to generate the results. However, owing to the limitation of detection sensitivity, commercial LFA strips have high false-negative diagnosis rates for patients with low virus concentrations. Therefore, in this study, we developed a portable surface-enhanced Raman scattering (SERS)-LFA reader based on localized surface plasmon effects to solve the sensitivity problem of the commercial LFA strip. We tested 54 clinical samples using this portable SERS-LFA reader, which generated 49 positive and 5 negative results. Out of the 49 positive results, SERS-LFA classified only 2 as false negative, while the commercial LFA classified 21 as false negative. This confirmed that the false-negative rate had significantly improved compared to that of commercial LFA strips. We believe that the proposed SERS-LFA system can be utilized as a point-of-care diagnostic system to quickly and accurately determine a virus infection that could spread significantly within a short period.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , Spectrum Analysis, Raman/methods , COVID-19/diagnosis , Point-of-Care Systems , Biological Assay
8.
J Korean Med Sci ; 37(43): e310, 2022 Nov 07.
Article in English | MEDLINE | ID: covidwho-2109726

ABSTRACT

Antigen rapid diagnostic tests (RDTs) became the most important tool for the diagnosis of the coronavirus disease 2019 (COVID-19), however there have been very few evaluations of the accuracy of the RDTs in actual use. In this study, we investigated the performance accuracy of the RDT, the STANDARD Q COVID-19 Ag (STANDARD Q), in the Republic of Korea. We collected a total of 5,792 results that underwent both RDT and reverse transcription polymerase chain reaction simultaneously, and overall sensitivity and specificity of the STANDARD Q were 57.6% and 99.9%, respectively. With binomial logistic regression analysis, we estimated that about half of the COVID-19 patients with a cycle threshold value of 25 for E and RdRP were RDT-negative. These results suggest that the clinical sensitivity of RDTs against severe acute respiratory syndrome coronavirus 2 is considerably low in a real-world setting, and we recommend that limitations of RDTs should be considered when setting up COVID-19 test strategies.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , COVID-19/diagnosis , Diagnostic Tests, Routine , Sensitivity and Specificity , Republic of Korea , Antigens, Viral
9.
J Korean Med Sci ; 37(21): e168, 2022 May 30.
Article in English | MEDLINE | ID: covidwho-1875391

ABSTRACT

Despite the accuracy of nucleic acid amplification tests (NAATs), rapid antigen tests (RATs) for severe acute respiratory syndrome coronavirus-2 are widely used as point-of-care tests. A total of 282 pairs of reverse transcription-polymerase chain reaction and Standard Q COVID-19 Ag tests were serially conducted for 68 patients every 3-4 days until their discharge. Through a field evaluation of RATs using direct nasopharyngeal swabs, the sensitivities were 84.6% and 87.3% for E and RNA-dependent RNA polymerase (RdRp) genes, respectively, for specimens with cycle thresholds (Cts) < 25. The Ct values of E and RdRp genes for 95% detection rates by RATs were 16.9 and 18.1, respectively. The sensitivity of RAT was 48.4% after the onset of symptoms, which was not sufficient. RAT positivity gradually decreased with increased time after symptom onset and had continuously lower sensitivity than NAATs.


Subject(s)
COVID-19 Testing , COVID-19 , SARS-CoV-2 , Antigens, Viral , COVID-19/diagnosis , COVID-19 Testing/methods , Humans , Nasopharynx , RNA-Dependent RNA Polymerase , SARS-CoV-2/isolation & purification , Sensitivity and Specificity
10.
Int J Environ Res Public Health ; 19(3)2022 01 27.
Article in English | MEDLINE | ID: covidwho-1674613

ABSTRACT

The Women's Health section of the IJERPH has published almost 700 papers in the past three years, reflecting its importance in public health [...].


Subject(s)
Public Health , Women's Health , Female , Humans
11.
J Infect Public Health ; 15(2): 199-202, 2022 Feb.
Article in English | MEDLINE | ID: covidwho-1634717

ABSTRACT

There is a global demand for rapid diagnostic tests (RDTs) for Coronavirus disease 2019 (COVID-19), and the interest in their clinical compliance is growing. In this study, we evaluated the clinical compliance of seven different severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antigen RDTs. Nasopharyngeal/oropharyngeal swab specimens from COVID-19-confirmed cases and reverse-transcription PCR (RT-PCR) screening were used to evaluate the performance of seven RDTs. Using the RT-PCR and RDT results, we predicted the cycle threshold (Ct) of each target gene (E, RdRP, and N genes) which 50% (Ct50) and 95% (Ct95) detection rates were achieved in the RDTs. A total of 482 specimens were enrolled in our study: 316 specimens from COVID-19-confirmed cases and 166 RT-PCR-negative specimens. The median values of Ct50 and Ct95 for the seven RDTs were in the ranges of ranged 24.3-30.9 and 19.3-22.6 for E, 25.5-31.5 and 20.9-24.0 for RdRP, and 26.8-32.3 and 22.7-25.7 for N, respectively. The RDTs showed acceptable compliance only for specimens with high viral burdens (Ct < 20). However, the false-negative rate increased by more than 50% for most of the RDTs in low-viral burden specimens (Ct> 30). These results suggest that RDTs should not be used without molecular assays for COVID-19 screening for asymptomatic patients because of their high false-negative rates.


Subject(s)
COVID-19 , SARS-CoV-2 , Antigens, Viral , Humans , Nasopharynx , Sensitivity and Specificity , Viral Load
12.
Sens Actuators B Chem ; 355: 131324, 2022 Mar 15.
Article in English | MEDLINE | ID: covidwho-1586491

ABSTRACT

We developed a dual-mode surface-enhanced Raman scattering (SERS)-based aptasensor that can accurately diagnose and distinguish severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and influenza A/H1N1 at the same time. Herein, DNA aptamers that selectively bind to SARS-CoV-2 and influenza A/H1N1 were immobilized together on Au nanopopcorn substrate. Raman reporters (Cy3 and RRX), attached to the terminal of DNA aptamers, could generate strong SERS signals in the nanogap of the Au nanopopcorn substrate. Additionally, the internal standard Raman reporter (4-MBA) was immobilized on the Au nanopopcorn substrate along with aptamer DNAs to reduce errors caused by changes in the measurement environment. When SARS-CoV-2 or influenza A virus approaches the Au nanopopcorn substrate, the corresponding DNA aptamer selectively detaches from the substrate due to the significant binding affinity between the corresponding DNA aptamer and the virus. As a result, the related SERS intensity decreases with increasing target virus concentration. Thus, it is possible to determine whether a suspected patient is infected with SARS-CoV-2 or influenza A using this SERS-based DNA aptasensor. Furthermore, this sensor enables a quantitative evaluation of the target virus concentration with high sensitivity without being affected by cross-reactivity. Therefore, this SERS-based diagnostic platform is considered a conceptually new diagnostic tool that rapidly discriminates against these two respiratory diseases to prevent their spread.

13.
Clin Orthop Surg ; 13(4): 474-481, 2021 Dec.
Article in English | MEDLINE | ID: covidwho-1551695

ABSTRACT

BACKGROUND: The purpose of this study was to introduce a screening system for coronavirus disease 2019 (COVID-19), to evaluate the overall orthopedic management in hip fracture patients during the COVID-19 pandemic in South Korea, and to compare the surgical results in hip fracture patients during the COVID-19 pandemic with those of the previous year. METHODS: Hip fracture patients who visited emergency rooms were screened at the screening clinics before admission. The medical management was carried out with the medical staff wearing surgical masks, meticulous hand hygiene observed, and a minimum distance of 2 m between patients maintained. The demographics, operative parameters, and surgical results of patients treated during the pandemic were compared with those from the previous year. RESULTS: From January 2020 to July 21, 2020, 119 patients with hip fractures (33 men and 86 women) were admitted to our institution for surgical treatment. Five patients showed symptoms of pneumonia, but no patient was positive for COVID-19. The mortality rate during the study period was 4.2%, and none of the patients died due to COVID-19. The interval between admission and surgery and the length of hospital stay were significantly shorter (p = 0.008, p = 0.002) and the proportion of spinal anesthesia was greater in hip fracture patients during the COVID-19 pandemic compared to those from the previous year (p = 0.011). CONCLUSIONS: The COVID-19 screening system for hip fracture patients has proven to be effective in preventing intrahospital spread of the disease. Hip fracture surgery performed during the COVID-19 pandemic has shown comparable results without any COVID-19 infection and COVID-19-related mortality.


Subject(s)
COVID-19 , Hip Fractures , Female , Hip Fractures/epidemiology , Hip Fractures/surgery , Humans , Male , Pandemics , Retrospective Studies , SARS-CoV-2
15.
BMC Infect Dis ; 21(1): 851, 2021 Aug 21.
Article in English | MEDLINE | ID: covidwho-1455929

ABSTRACT

BACKGROUND: Inconclusive results in SARS-CoV-2 molecular assays cause confusion among clinicians and delay appropriate infection prevention and control. In this study, we aimed to characterize the respiratory specimens associated with inconclusive SARS-CoV-2 molecular assay results. METHODS: We re-evaluated inconclusive specimens by 3 additional RT-PCR assays and attempted to detect subgenomic RNA (sgRNA) in these specimens. RESULTS: Among follow-up tests from confirmed SARS-CoV-2 cases, 36.3% of the inconclusive results were classified as presumptive positive results (45/124). However, none of the specimens from 36 screening cases was classified as a presumptive positive result. Among 160 inconclusive specimens, sgRNAs were detected in 78 samples (48.8%): 58 were confirmed cases (58/124, 46.8%) and 20 were screening cases (20/36, 55.6%). CONCLUSIONS: The results of our study suggest the recommendation of considering inconclusive results as positive results for confirmed SARS-CoV-2 cases. In screening cases, viral remnants could be partially amplified in PCR assays, and these inconclusive results could be related to previous infections. In addition, sgRNAs were detected in about half of the inconclusive specimens; however, the clinical significance of sgRNA is not yet clear.


Subject(s)
COVID-19 , SARS-CoV-2 , COVID-19 Testing , Humans , RNA, Viral/genetics , Reverse Transcriptase Polymerase Chain Reaction
17.
PLoS One ; 16(6): e0252963, 2021.
Article in English | MEDLINE | ID: covidwho-1268212

ABSTRACT

During the coronavirus disease (COVID-19) pandemic, social distancing was effective in controlling disease spread across South Korea. The impact of national social distancing on the spread of common respiratory virus infections has rarely been investigated. We evaluated the weekly proportion of negative respiratory virus polymerase chain reaction (PCR) test results and weekly positive rates of each respiratory virus during the social distancing period (10th-41st weeks of 2020) and the corresponding period in different years, utilizing the national respiratory virus surveillance dataset reported by the Korean Center for Disease Control and Prevention. The proportions of negative respiratory virus PCR test results increased up to 87.8% and 86.1% during level 3 and level 2 of the social distancing period, respectively. The higher the level of social distancing, the higher the proportion of negative respiratory virus PCR test results. During the social distancing period, the mean weekly positive rates for parainfluenza virus, influenza virus, human coronavirus, and human metapneumovirus were significantly lower than those during the same period in 2015-2019 (0.1% vs. 9.3%, P <0.001; 0.1% vs. 7.2%, P <0.001; 0.4% vs. 2.3%, P <0.001; and 0.2% vs. 5.3%, P <0.001, respectively). The mean positive rate for rhinovirus/enterovirus during level 3 social distancing was lower than that in the same period in 2015-2019 (8.5% vs. 19.0%, P <0.001), but the rate during level 1 social distancing was higher than that in the same period in 2015-2019 (38.3% vs. 19.4%, P <0.001). The national application of social distancing reduced the spread of common respiratory virus infections during the COVID-19 pandemic.


Subject(s)
COVID-19/epidemiology , COVID-19/prevention & control , Pandemics/prevention & control , Physical Distancing , SARS-CoV-2/genetics , COVID-19/diagnosis , COVID-19/virology , Hospitals, University , Humans , Polymerase Chain Reaction , Republic of Korea/epidemiology
18.
ACS Sens ; 6(6): 2378-2385, 2021 06 25.
Article in English | MEDLINE | ID: covidwho-1237971

ABSTRACT

We developed a new surface-enhanced Raman scattering (SERS)-based aptasensor platform capable of quantifying severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) lysates with a high sensitivity. In this study, a spike protein deoxyribonucleic acid (DNA) aptamer was used as a receptor, and a self-grown Au nanopopcorn surface was used as a SERS detection substrate for the sensible detection of SARS-CoV-2. A quantitative analysis of the SARS-CoV-2 lysate was performed by monitoring the change in the SERS peak intensity caused by the new binding between the aptamer DNA released from the Au nanopopcorn surface and the spike protein in the SARS-CoV-2 virion. This technique enables detecting SARS-CoV-2 with a limit of detection (LoD) of less than 10 PFU/mL within 15 min. The results of this study demonstrate the possibility of a clinical application that can dramatically improve the detection limit and accuracy of the currently commercialized SARS-CoV-2 immunodiagnostic kit.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , Spectrum Analysis, Raman
19.
PLoS One ; 16(4): e0249972, 2021.
Article in English | MEDLINE | ID: covidwho-1172885

ABSTRACT

We evaluated the diagnostic accuracy of two newly developed, point-of-care, rapid antigen tests (RATs) for detecting SARS-CoV-2, the AFIAS COVID-19 Ag and the ichromaTM COVID-19 Ag, and investigated antigen kinetics. A total of 200 serially collected nasopharyngeal (NP) specimens from 38 COVID-19 patients and 122 specimens from negative controls were analyzed. Diagnostic sensitivity and specificity were assessed in comparison to molecular test results and subdivided according to targeted genes (E, RdRP, and N) and days post-symptom onset (PSO). For the kinetics evaluation, cut-off-indices from serial NP specimens were used according to the number of days PSO. Both RATs showed sensitivity of 91.3‒100% for specimens with cycle threshold (Ct) < 25. The specificity of AFIAS was 98.7‒98.9% and that of ichromaTM was 100.0%. The kappa values of AFIAS and ichromaTM for the molecular testing of specimens with Ct < 25 (RdRP) were 0.97 and 1.00, respectively. The sensitivity of AFIAS and ichromaTM for all genes was lower for specimens collected at 8‒14 PSO than for those collected before 7-days PSO. The kinetics profiles showed that antigen levels gradually decreased from ≤ 7-days PSO to > 22-days PSO. Both RATs showed excellent specificity and acceptable sensitivity for NP specimens with higher viral loads and for specimens collected within 7-days PSO. Hence, they have the potential to become useful tools for the early detection of SARS-CoV-2. However, because of concerns about false negativity, RATs should be used in conjunction with molecular tests.


Subject(s)
Antigens, Viral/immunology , COVID-19 Serological Testing , COVID-19 , Nasopharynx , SARS-CoV-2/immunology , Adult , Aged , Aged, 80 and over , COVID-19/diagnosis , COVID-19/immunology , Female , Humans , Male , Middle Aged , Nasopharynx/immunology , Nasopharynx/virology , Sensitivity and Specificity
20.
Sci Rep ; 11(1): 5977, 2021 03 16.
Article in English | MEDLINE | ID: covidwho-1137819

ABSTRACT

Corona virus disease 2019 (COVID-19) has been declared a global pandemic and is a major public health concern worldwide. In this study, we aimed to determine the role of environmental factors, such as climate and air pollutants, in the transmission of COVID-19 in the Republic of Korea. We collected epidemiological and environmental data from two regions of the Republic of Korea, namely Seoul metropolitan region (SMR) and Daegu-Gyeongbuk region (DGR) from February 2020 to July 2020. The data was then analyzed to identify correlations between each environmental factor with confirmed daily COVID-19 cases. Among the various environmental parameters, the duration of sunshine and ozone level were found to positively correlate with COVID-19 cases in both regions. However, the association of temperature variables with COVID-19 transmission revealed contradictory results when comparing the data from SMR and DGR. Moreover, statistical bias may have arisen due to an extensive epidemiological investigation and altered socio-behaviors that occurred in response to a COVID-19 outbreak. Nevertheless, our results suggest that various environmental factors may play a role in COVID-19 transmission.


Subject(s)
Air Pollution/analysis , COVID-19/pathology , COVID-19/epidemiology , COVID-19/transmission , COVID-19/virology , Disease Outbreaks , Humans , Ozone/analysis , Photoperiod , Republic of Korea/epidemiology , SARS-CoV-2/isolation & purification , Temperature
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