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1.
Microb Biotechnol ; 17(7): e14518, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38953907

ABSTRACT

Porcine epidemic diarrhoea virus (PEDV) infects pigs of all ages by invading small intestine, causing acute diarrhoea, vomiting, and dehydration with high morbidity and mortality among newborn piglets. However, current PEDV vaccines are not effective to protect the pigs from field epidemic strains because of poor mucosal immune response and strain variation. Therefore, it is indispensable to develop a novel oral vaccine based on epidemic strains. Bacillus subtilis spores are attractive delivery vehicles for oral vaccination on account of the safety, high stability, and low cost. In this study, a chimeric gene CotC-Linker-COE (CLE), comprising of the B. subtilis spore coat gene cotC fused to the core neutralizing epitope CO-26 K equivalent (COE) of the epidemic strain PEDV-AJ1102 spike protein gene, was constructed. Then recombinant B. subtilis displaying the CLE on the spore surface was developed by homologous recombination. Mice were immunized by oral route with B. subtilis 168-CLE, B. subtilis 168, or phosphate-buffered saline (PBS) as control. Results showed that the IgG antibodies and cytokine (IL-4, IFN-γ) levels in the B. subtilis 168-CLE group were significantly higher than the control groups. This study demonstrates that B. subtilis 168-CLE can generate specific systemic immune and mucosal immune responses and is a potential vaccine candidate against PEDV infection.


Subject(s)
Antibodies, Viral , Bacillus subtilis , Porcine epidemic diarrhea virus , Spores, Bacterial , Porcine epidemic diarrhea virus/genetics , Porcine epidemic diarrhea virus/immunology , Animals , Bacillus subtilis/genetics , Bacillus subtilis/immunology , Spores, Bacterial/genetics , Spores, Bacterial/immunology , Mice , Antibodies, Viral/blood , Swine , Viral Vaccines/immunology , Viral Vaccines/genetics , Viral Vaccines/administration & dosage , Coronavirus Infections/veterinary , Coronavirus Infections/prevention & control , Swine Diseases/prevention & control , Swine Diseases/virology , Swine Diseases/microbiology , Swine Diseases/immunology , Antigens, Viral/genetics , Antigens, Viral/immunology , Administration, Oral , Cytokines/metabolism , Immunoglobulin G/blood , Mice, Inbred BALB C , Female , Cell Surface Display Techniques , Spike Glycoprotein, Coronavirus/genetics , Spike Glycoprotein, Coronavirus/immunology
2.
PLoS One ; 19(7): e0306532, 2024.
Article in English | MEDLINE | ID: mdl-38968319

ABSTRACT

This study evaluated the use of endemic enteric coronaviruses polymerase chain reaction (PCR)-negative testing results as an alternative approach to detect the emergence of animal health threats with similar clinical diseases presentation. This retrospective study, conducted in the United States, used PCR-negative testing results from porcine samples tested at six veterinary diagnostic laboratories. As a proof of concept, the database was first searched for transmissible gastroenteritis virus (TGEV) negative submissions between January 1st, 2010, through April 29th, 2013, when the first porcine epidemic diarrhea virus (PEDV) case was diagnosed. Secondly, TGEV- and PEDV-negative submissions were used to detect the porcine delta coronavirus (PDCoV) emergence in 2014. Lastly, encountered best detection algorithms were implemented to prospectively monitor the 2023 enteric coronavirus-negative submissions. Time series (weekly TGEV-negative counts) and Seasonal Autoregressive-Integrated Moving-Average (SARIMA) were used to control for outliers, trends, and seasonality. The SARIMA's fitted and residuals were then subjected to anomaly detection algorithms (EARS, EWMA, CUSUM, Farrington) to identify alarms, defined as weeks of higher TGEV-negativity than what was predicted by models preceding the PEDV emergence. The best-performing detection algorithms had the lowest false alarms (number of alarms detected during the baseline) and highest time to detect (number of weeks between the first alarm and PEDV emergence). The best-performing detection algorithms were CUSUM, EWMA, and Farrington flexible using SARIMA fitted values, having a lower false alarm rate and identified alarms 4 to 17 weeks before PEDV and PDCoV emergences. No alarms were identified in the 2023 enteric negative testing results. The negative-based monitoring system functioned in the case of PEDV propagating epidemic and in the presence of a concurrent propagating epidemic with the PDCoV emergence. It demonstrated its applicability as an additional tool for diagnostic data monitoring of emergent pathogens having similar clinical disease as the monitored endemic pathogens.


Subject(s)
Coronavirus Infections , Porcine epidemic diarrhea virus , Swine Diseases , Transmissible gastroenteritis virus , Animals , Swine , Transmissible gastroenteritis virus/genetics , Transmissible gastroenteritis virus/isolation & purification , Porcine epidemic diarrhea virus/isolation & purification , Porcine epidemic diarrhea virus/genetics , Coronavirus Infections/diagnosis , Coronavirus Infections/veterinary , Coronavirus Infections/virology , Coronavirus Infections/epidemiology , Swine Diseases/virology , Swine Diseases/diagnosis , Retrospective Studies , Gastroenteritis, Transmissible, of Swine/diagnosis , Gastroenteritis, Transmissible, of Swine/virology , Gastroenteritis, Transmissible, of Swine/epidemiology , Polymerase Chain Reaction/methods , Deltacoronavirus/genetics , Deltacoronavirus/isolation & purification , United States/epidemiology
3.
Medicine (Baltimore) ; 103(27): e38819, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38968457

ABSTRACT

The COVID-19 pandemic, caused by the novel coronavirus SARS-CoV-2, has manifested with respiratory symptoms and a spectrum of extra-pulmonary complications. Emerging evidence suggests potential impacts on the auditory and vestibular systems, but the extent and nature of these effects in recovered individuals remain unclear. This study aimed to investigate the prevalence and severity of vertigo and hearing impairment in individuals who have recovered from COVID-19 and to identify potential risk factors associated with these sensory symptoms. A cohort of 250 recovered COVID-19 patients was assessed. Standardized questionnaires, including the Dizziness Handicap Inventory and the Vertigo Symptom Scale, were used to evaluate vertigo. Hearing assessment was conducted using pure-tone audiometry, speech audiometry, tympanometry, and oto-acoustic emissions testing. Logistic regression analysis was performed to assess the association between COVID-19 severity and the occurrence of sensory symptoms, controlling for confounding variables such as age and comorbidities. Of the participants, 10% reported vertigo, varying severity. Hearing assessments revealed that most participants had normal hearing, with an average speech discrimination score of 94.6. Logistic regression analysis indicated a significant association between severe COVID-19 and an increased likelihood of vertigo (OR 2.11, 95% CI 1.02-4.35, P = .043) and hearing impairment (OR 3.29, 95% CI 1.60-6.78, P = .002). This study suggests a significant association between COVID-19 severity and vertigo and hearing impairment prevalence. The findings underscore the importance of sensory symptom assessment in the post-recovery phase of COVID-19, highlighting the need for comprehensive healthcare approaches to manage long-term sequelae.


Subject(s)
COVID-19 , Hearing Loss , SARS-CoV-2 , Vertigo , Humans , COVID-19/complications , COVID-19/epidemiology , Vertigo/epidemiology , Vertigo/etiology , Male , Female , Middle Aged , Hearing Loss/epidemiology , Hearing Loss/etiology , Adult , Pandemics , Aged , Prevalence , Severity of Illness Index , Pneumonia, Viral/complications , Pneumonia, Viral/epidemiology , Coronavirus Infections/complications , Coronavirus Infections/epidemiology , Risk Factors , Betacoronavirus
4.
Arch Virol ; 169(8): 158, 2024 Jul 06.
Article in English | MEDLINE | ID: mdl-38970647

ABSTRACT

The highly pathogenic genotype 2b (HP-G2b) of porcine epidemic diarrhea virus (PEDV), which caused a pandemic in 2013-2014, evolved in South Korea and became endemic, affecting the domestic pig industry. This study describes the genotypic traits of novel HP-G2b PEDV strains identified on affected farms experiencing low disease severity with < 10% neonatal mortality. Nucleotide sequencing revealed common deletion patterns, termed S-DEL2, resulting in a two-amino-acid deletion at positions 60 and 61, 61 and 62, or 63 and 64 in the N-terminal domain of the spike (S) protein of all isolates. The S barcode profiles of S-DEL2 variants differed from each other and shared 96.0-99.4% and 98.5-99.6% nt sequence identity with other South Korean HP-G2b PEDV strains in the S gene and in the complete genome sequence, respectively. Genetic and phylogenetic analysis showed that the S-DEL2 strains belonged to diverse domestic clades: CK, CK.1, CK.2, or NC. The emergence of novel S-DEL2 strains suggests that continuous evolution of PEDV occurs under endemic circumstances, resulting in genetic diversity and distinct clinical presentations. This study advances our knowledge regarding the genetic and pathogenic heterogeneity of PEDV and emphasizes the importance of active monitoring and surveillance to identify novel variants and determine their genotypic and phenotypic characteristics.


Subject(s)
Coronavirus Infections , Genotype , Phylogeny , Porcine epidemic diarrhea virus , Spike Glycoprotein, Coronavirus , Swine Diseases , Porcine epidemic diarrhea virus/genetics , Porcine epidemic diarrhea virus/classification , Porcine epidemic diarrhea virus/isolation & purification , Animals , Republic of Korea/epidemiology , Swine , Swine Diseases/virology , Swine Diseases/epidemiology , Coronavirus Infections/veterinary , Coronavirus Infections/virology , Coronavirus Infections/epidemiology , Spike Glycoprotein, Coronavirus/genetics , Genetic Variation , Genome, Viral/genetics , Sequence Deletion
5.
Front Endocrinol (Lausanne) ; 15: 1342204, 2024.
Article in English | MEDLINE | ID: mdl-38948513

ABSTRACT

Purpose: Chest computed tomography (CT) is used to determine the severity of COVID-19 pneumonia, and pneumonia is associated with hyponatremia. This study aims to explore the predictive value of the semi-quantitative CT visual score for hyponatremia in patients with COVID-19 to provide a reference for clinical practice. Methods: In this cross-sectional study, 343 patients with RT-PCR confirmed COVID-19, all patients underwent CT, and the severity of lung lesions was scored by radiologists using the semi-quantitative CT visual score. The risk factors of hyponatremia in COVID-19 patients were analyzed and combined with laboratory tests. The thyroid function changes caused by SARS-CoV-2 infection and their interaction with hyponatremia were also analyzed. Results: In patients with SARS-CoV-2 infection, the total severity score (TSS) of hyponatremia was higher [M(range), 3.5(2.5-5.5) vs 3.0(2.0-4.5) scores, P=0.001], implying that patients with hyponatremia had more severe lung lesions. The risk factors of hyponatremia in the multivariate regression model included age, vomiting, neutrophils, platelet, and total severity score. SARS-CoV-2 infection impacted thyroid function, and patients with hyponatremia showed a lower free triiodothyronine (3.1 ± 0.9 vs 3.7 ± 0.9, P=0.001) and thyroid stimulating hormone level [1.4(0.8-2.4) vs 2.2(1.2-3.4), P=0.038]. Conclusion: Semi-quantitative CT score can be used as a risk factor for hyponatremia in patients with COVID-19. There is a weak positive correlation between serum sodium and free triiodothyronine in patients with SARS-CoV-2 infection.


Subject(s)
COVID-19 , Hyponatremia , SARS-CoV-2 , Severity of Illness Index , Tomography, X-Ray Computed , Humans , COVID-19/complications , COVID-19/diagnostic imaging , Hyponatremia/etiology , Cross-Sectional Studies , Male , Female , Middle Aged , Risk Factors , Tomography, X-Ray Computed/methods , Aged , Adult , Pneumonia, Viral/complications , Pneumonia, Viral/diagnostic imaging , Coronavirus Infections/complications , Coronavirus Infections/diagnostic imaging , Pandemics , Betacoronavirus , Aged, 80 and over
6.
J Health Popul Nutr ; 43(1): 96, 2024 Jun 26.
Article in English | MEDLINE | ID: mdl-38926733

ABSTRACT

Measures such as education, improving knowledge, attitude and taking preventive action to protect against COVID-19 are vital strategies for prevention. The aim of this study was to determine the predictability of Health Belief Model (HBM) constructs in performing preventive behaviors against COVID-19 among secondary school students in Chabahar, Iran. In this cross-sectional-analytical study, 400 secondary school students of Chabahar city were investigated by simple random sampling. The data collection tool was a questionnaire including demographic characteristics, knowledge, behavior, and Health Belief Model constructs' questions. Exploratory Factor Analysis (EFA) was used to evaluate the validity of HBM constructs, and the structural equation modeling (SEM) method was used to evaluate the direct and indirect effects of the relationship between knowledge, HBM constructs, and preventive behavior against COVID-19 based on the conceptual model. Based on the results of the structural modeling, the direct effect of knowledge on the constructs of the health belief model was positive and significant (ß = 0.34, P-value < 0.001), and on the preventive behavior of students was insignificant (ß = 0.12, P-value = 0.07) while the indirect effect of knowledge through increasing the constructs of the HBM on student behavior was positive and significant (ß = 0.30, P < 0.001). The relationship between the constructs of the HBM constructs and student behavior was also positive and significant (ß = 0.89, P-value < 0.001).Due to the fact that knowledge and HBM structures played a role in predicting the adoption of preventive behavior from COVID-19, it is possible to design appropriate interventions to increase knowledge, sensitivity, perceived severity, and self-efficacy, in order to recover from COVID-19 by adopting preventive behaviors.


Subject(s)
COVID-19 , Health Behavior , Health Belief Model , Health Knowledge, Attitudes, Practice , Latent Class Analysis , SARS-CoV-2 , Students , Humans , COVID-19/prevention & control , Female , Male , Adolescent , Cross-Sectional Studies , Iran , Students/psychology , Surveys and Questionnaires , Pandemics/prevention & control , Schools , Coronavirus Infections/prevention & control , Coronavirus Infections/psychology , Betacoronavirus , Factor Analysis, Statistical
7.
J Cardiothorac Surg ; 19(1): 358, 2024 Jun 24.
Article in English | MEDLINE | ID: mdl-38915030

ABSTRACT

BACKGROUND: Infective endocarditis (IE) is a rare cardiovascular complication in patients with coronavirus disease 2019 (COVID-19). IE after COVID-19 can also be complicated by acute respiratory distress syndrome (ARDS); however, the guidelines for the treatment of such cases are not clear. Here, we report a case of perioperative management of post-COVID-19 IE with ARDS using veno-venous extracorporeal membrane oxygenation (V-V ECMO). CASE PRESENTATION: The patient was a 40-year-old woman who was admitted on day 18 of COVID-19 onset and was administered oxygen therapy, remdesivir, and dexamethasone. The patient's condition improved; however, on day 24 of hospitalization, the patient developed hypoxemia and was admitted to the intensive care unit (ICU) due to respiratory failure. Blood culture revealed Corynebacterium striatum, and transesophageal echocardiography revealed vegetation on the aortic and mitral valves. Valve destruction was mild, and the cause of respiratory failure was thought to be ARDS. Despite continued antimicrobial therapy, ARDS did not improve the patient's condition, and valve destruction progressed; therefore, surgical treatment was scheduled on day 13 of ICU admission. After preoperative consultation with the team, a decision was made to initiate V-V ECMO after the patient was weaned from CPB, with concerns about further worsening of her respiratory status after surgery. The patient returned to the ICU with transition to V-V ECMO, and her circulation remained stable. The patient was weaned off V-V ECMO on postoperative day 33 and discharged from the ICU on postoperative day 47. CONCLUSIONS: ARDS may occur in patients with IE after COVID-19. Owing to concerns about further exacerbation of pulmonary damage, the timing of surgery should be comprehensively considered. Preoperatively, clinicians should discuss perioperative ECMO introduction and configuration.


Subject(s)
COVID-19 , Extracorporeal Membrane Oxygenation , Perioperative Care , Respiratory Distress Syndrome , Humans , Female , Extracorporeal Membrane Oxygenation/methods , Adult , COVID-19/complications , Respiratory Distress Syndrome/etiology , Respiratory Distress Syndrome/therapy , Perioperative Care/methods , SARS-CoV-2 , Pandemics , Pneumonia, Viral/complications , Pneumonia, Viral/therapy , Coronavirus Infections/complications , Coronavirus Infections/therapy , Endocarditis/complications , Endocarditis/surgery , Echocardiography, Transesophageal , Betacoronavirus
8.
Front Immunol ; 15: 1381026, 2024.
Article in English | MEDLINE | ID: mdl-38919620

ABSTRACT

Introduction: Porcine deltacoronavirus (PDCoV) is a zoonotic pathogen with a global distribution, capable of infecting both pigs and humans. To mitigate the risk of cross-species transmission and potential outbreaks, it is crucial to characterize novel antiviral genes, particularly those from human hosts. Methods: This research used HIEC-6 to investigate PDCoV infection. HIEC-6 cells were infected with PDCoV. Samples were collected 48 h postinfection for proteomic analysis. Results: We discovered differential expression of MRPS6 gene at 48 h postinfection with PDCoV in HIEC-6 cells. The gene expression initially increased but then decreased. To further explore the role of MRPS6 in PDCoV infection, we conducted experiments involving the overexpression and knockdown of this gene in HIEC-6 and Caco2 cells, respectively. Our findings revealed that overexpression of MRPS6 significantly inhibited PDCoV infection in HIEC-6 cells, while knockdown of MRPS6 in Caco2 cells led to a significant increase of virus titer. Furthermore, we investigated the correlation between PDCoV infection and the expression of MRPS6. Subsequent investigations demonstrated that MRPS6 exerted an augmentative effect on the production of IFN-ß through interferon pathway activation, consequently impeding the progression of PDCoV infection in cellular systems. In conclusion, this study utilized proteomic analysis to investigate the differential protein expression in PDCoV-infected HIEC-6 cells, providing evidence for the first time that the MRPS6 gene plays a restrictive role in PDCoV virus infection. Discussion: Our findings initially provide the validation of MRPS6 as an upstream component of IFN-ß pathway, in the promotion of IRF3, IRF7, STAT1, STAT2 and IFN-ß production of HIEC-6 via dual-activation from interferon pathway.


Subject(s)
Deltacoronavirus , Humans , Animals , Swine , Deltacoronavirus/physiology , Deltacoronavirus/genetics , Caco-2 Cells , Coronavirus Infections/virology , Coronavirus Infections/immunology , Cell Line , Host-Pathogen Interactions/immunology , Proteomics/methods , Signal Transduction , Swine Diseases/virology , Swine Diseases/immunology
9.
Vet Res ; 55(1): 79, 2024 Jun 17.
Article in English | MEDLINE | ID: mdl-38886840

ABSTRACT

Porcine deltacoronavirus (PDCoV) is an enteropathogenic coronavirus that has been reported to use various strategies to counter the host antiviral innate immune response. The cGAS-STING signalling pathway plays an important role in antiviral innate immunity. However, it remains unclear whether PDCoV achieves immune evasion by regulating the cGAS-STING pathway. Here, we demonstrated that the nonstructural protein 2 (nsp2) encoded by PDCoV inhibits cGAS-STING-mediated type I and III interferon (IFN) responses via the regulation of porcine STING (pSTING) stability. Mechanistically, ectopically expressed PDCoV nsp2 was found to interact with the N-terminal region of pSTING. Consequently, pSTING was degraded through K48-linked ubiquitination and the proteasomal pathway, leading to the disruption of cGAS-STING signalling. Furthermore, K150 and K236 of pSTING were identified as crucial residues for nsp2-mediated ubiquitination and degradation. In summary, our findings provide a basis for elucidating the immune evasion mechanism of PDCoV and will contribute to the development of targets for anti-coronavirus drugs.


Subject(s)
Deltacoronavirus , Viral Nonstructural Proteins , Animals , Swine , Viral Nonstructural Proteins/metabolism , Viral Nonstructural Proteins/genetics , Deltacoronavirus/genetics , Deltacoronavirus/physiology , Swine Diseases/virology , Swine Diseases/immunology , Membrane Proteins/metabolism , Membrane Proteins/genetics , Coronavirus Infections/veterinary , Coronavirus Infections/virology , Coronavirus Infections/immunology , Coronavirus Infections/metabolism , Interferon Type I/metabolism , Interferon Type I/genetics , Immunity, Innate , HEK293 Cells , Immune Evasion , Ubiquitination
10.
Bull Exp Biol Med ; 176(6): 767-771, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38890215

ABSTRACT

The levels of endothelins were assessed in menopausal women with arterial hypertension (AH) and type 2 diabetes mellitus (T2DM) in the acute phase of the moderate COVID-19. Women under observation (age 45-69 years) were divided into two groups. Control group consisted of women (n=16) who did not have COVID-19, were not vaccinated, and had no antibodies to SARS-CoV-2 (IgG). The main group included women (n=63) in the acute phase of the moderate COVID-19 accompanied by pneumonia. According to the clinical and anamnestic data analysis, the main group was divided into subgroups: without AH and T2DM (n=21); with AH and without T2DM (n=32); and with AH and T2DM (n=10). The parameters of clinical blood analysis, as well as endothelin-1, endothelin-2, and endothelin-3 levels were assessed. In women with a moderate COVID-19, the endothelin-1 and endothelin-2 levels were increased compared to the control regardless of AH and T2DM status. We found no statistically significant differences in the studied parameters of endothelial dysfunction between the subgroups of menopausal women in the acute phase of the moderate COVID-19.


Subject(s)
COVID-19 , Comorbidity , Diabetes Mellitus, Type 2 , Endothelins , Hypertension , Menopause , SARS-CoV-2 , Humans , COVID-19/blood , COVID-19/complications , COVID-19/epidemiology , Female , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Middle Aged , Hypertension/blood , Hypertension/epidemiology , Aged , Menopause/blood , Endothelins/blood , Pneumonia, Viral/blood , Pneumonia, Viral/complications , Pneumonia, Viral/epidemiology , Pneumonia, Viral/virology , Pandemics , Endothelin-1/blood , Betacoronavirus , Coronavirus Infections/blood , Coronavirus Infections/complications , Coronavirus Infections/epidemiology
11.
PLoS Pathog ; 20(6): e1012305, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38905309

ABSTRACT

PoRVA and PEDV coinfections are extremely common in clinical practice. Although coinfections of PoRVA and PEDV are known to result in increased mortality, the underlying mechanism remains unknown. Here, we found that PoRVA infection promoted PEDV infection in vivo and in vitro and that PoRVA G9P[23] (RVA-HNNY strain) enhanced PEDV replication more significantly than did PoRVA G5P[7] (RVA-SXXA strain). Metabolomic analysis revealed that RVA-HNNY more efficiently induced an increase in the intracellular glutamine content in porcine small intestinal epithelial cells than did RVA-SXXA, which more markedly promoted ATP production to facilitate PEDV replication, whereas glutamine deprivation abrogated the effect of PoRVA infection on promoting PEDV replication. Further studies showed that PoRVA infection promoted glutamine uptake by upregulating the expression of the glutamine transporter protein SLC1A5. In SLC1A5 knockout cells, PoRVA infection neither elevated intracellular glutamine nor promoted PEDV replication. During PoRVA infection, the activity and protein expression levels of glutamine catabolism-related enzymes (GLS1 and GLUD1) were also significantly increased promoting ATP production through glutamine anaplerosis into the TCA cycle. Consistent with that, siRNAs or inhibitors of GLS1 and GLUD1 significantly inhibited the promotion of PEDV replication by PoRVA. Notably, RVA-HNNY infection more markedly promoted SLC1A5, GLS1 and GLUD1 expression to more significantly increase the uptake and catabolism of glutamine than RVA-SXXA infection. Collectively, our findings illuminate a novel mechanism by which PoRVA infection promotes PEDV infection and reveal that the modulation of glutamine uptake is key for the different efficiencies of PoRVA G9P[23] and PoRVA G5P[7] in promoting PEDV replication.


Subject(s)
Glutamine , Porcine epidemic diarrhea virus , Virus Replication , Glutamine/metabolism , Animals , Virus Replication/physiology , Swine , Porcine epidemic diarrhea virus/physiology , Coronavirus Infections/metabolism , Coronavirus Infections/virology , Swine Diseases/metabolism , Chlorocebus aethiops
12.
Virus Res ; 346: 199399, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38823688

ABSTRACT

Coronaviruses have caused three severe epidemics since the start of the 21st century: SARS, MERS and COVID-19. The severity of the ongoing COVID-19 pandemic and increasing likelihood of future coronavirus outbreaks motivates greater understanding of factors leading to severe coronavirus disease. We screened ten strains from the Collaborative Cross mouse genetic reference panel and identified strains CC006/TauUnc (CC006) and CC044/Unc (CC044) as coronavirus-susceptible and resistant, respectively, as indicated by variable weight loss and lung congestion scores four days post-infection. We generated a genetic mapping population of 755 CC006xCC044 F2 mice and exposed the mice to one of three genetically distinct mouse-adapted coronaviruses: clade 1a SARS-CoV MA15 (n=391), clade 1b SARS-CoV-2 MA10 (n=274), and clade 2 HKU3-CoV MA (n=90). Quantitative trait loci (QTL) mapping in SARS-CoV MA15- and SARS-CoV-2 MA10-infected F2 mice identified genetic loci associated with disease severity. Specifically, we identified seven loci associated with variation in outcome following infection with either virus, including one, HrS43, that is present in both groups. Three of these QTL, including HrS43, were also associated with HKU3-CoV MA outcome. HrS43 overlaps with a QTL previously reported by our lab that is associated with SARS-CoV MA15 outcome in CC011xCC074 F2 mice and is also syntenic with a human chromosomal region associated with severe COVID-19 outcomes in humans GWAS. The results reported here provide: (a) additional support for the involvement of this locus in SARS-CoV MA15 infection, (b) the first conclusive evidence that this locus is associated with susceptibility across the Sarbecovirus subgenus, and (c) demonstration of the relevance of mouse models in the study of coronavirus disease susceptibility in humans.


Subject(s)
COVID-19 , Disease Models, Animal , Quantitative Trait Loci , SARS-CoV-2 , Animals , Mice , SARS-CoV-2/genetics , COVID-19/virology , Disease Susceptibility , Humans , Severe acute respiratory syndrome-related coronavirus/genetics , Severe acute respiratory syndrome-related coronavirus/pathogenicity , Chromosome Mapping , Coronavirus Infections/virology , Female , Collaborative Cross Mice/genetics , Genetic Predisposition to Disease , Male
13.
Spectrochim Acta A Mol Biomol Spectrosc ; 320: 124670, 2024 Nov 05.
Article in English | MEDLINE | ID: mdl-38908108

ABSTRACT

Porcine epidemic diarrhea virus (PEDV) and rotavirus has posed a significant threat to the pig industry annually across different nations, resulting in huge economic losses. The frequent co-infection of these two viruses in clinical settings complicates the process of differential diagnoses. Rapid and accurate detection of PEDV and rotavirus is in great demand for timely diarrhea disease prevention and control. In this study, tris stabilized AuNPs were prepared and a sensitive lateral flow immunoassay (LFIA) sensor was developed for the simultaneous and rapid detection of PEDV and rotavirus on site. After the system optimization, the established LFIA can simultaneously identify PEDV and rotavirus with limits of detection (LOD) of 1.25 × 103 TCID50 mL-1 and 3.13 × 102 pg mL-1, respectively. When applying for clinical samples, the LFIA show a concordance of 95 % and 100 % to reverse transcript polymerase chain reaction (RT-PCR) for PEDV and rotavirus respectively. Therefore, this LFIA can qualitatively detect PEDV and rotavirus in 18 min with high sensitivity and accuracy without any sophisticated equipment and operation, making it a promising candidate for the early diagnosis of PEDV or/and rotavirus diarrhea on site.


Subject(s)
Chromatography, Affinity , Gold , Metal Nanoparticles , Porcine epidemic diarrhea virus , Rotavirus , Gold/chemistry , Porcine epidemic diarrhea virus/isolation & purification , Rotavirus/isolation & purification , Animals , Metal Nanoparticles/chemistry , Swine , Chromatography, Affinity/methods , Limit of Detection , Rotavirus Infections/diagnosis , Rotavirus Infections/veterinary , Rotavirus Infections/virology , Swine Diseases/diagnosis , Swine Diseases/virology , Immunoassay/methods , Coronavirus Infections/diagnosis , Coronavirus Infections/virology , Coronavirus Infections/veterinary
14.
PLoS Pathog ; 20(6): e1011777, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38913740

ABSTRACT

COVID-associated coagulopathy seemly plays a key role in post-acute sequelae of SARS- CoV-2 infection. However, the underlying pathophysiological mechanisms are poorly understood, largely due to the lack of suitable animal models that recapitulate key clinical and pathological symptoms. Here, we fully characterized AC70 line of human ACE2 transgenic (AC70 hACE2 Tg) mice for SARS-CoV-2 infection. We noted that this model is highly permissive to SARS-CoV-2 with values of 50% lethal dose and infectious dose as ~ 3 and ~ 0.5 TCID50 of SARS-CoV-2, respectively. Mice infected with 105 TCID50 of SARS-CoV-2 rapidly succumbed to infection with 100% mortality within 5 days. Lung and brain were the prime tissues harboring high viral titers, accompanied by histopathology. However, viral RNA and inflammatory mediators could be detectable in other organs, suggesting the nature of a systemic infection. Lethal challenge of AC70 hACE2 Tg mice caused acute onset of leukopenia, lymphopenia, along with an increased neutrophil-to-lymphocyte ratio (NLR). Importantly, infected animals recapitulated key features of COVID-19-associated coagulopathy. SARS-CoV-2 could induce the release of circulating neutrophil extracellular traps (NETs), along with activated platelet/endothelium marker. Immunohistochemical staining with anti-platelet factor-4 (PF4) antibody revealed profound platelet aggregates especially within blocked veins of the lungs. We showed that acute SARS-CoV-2 infection triggered a hypercoagulable state coexisting with ill-regulated fibrinolysis. Finally, we highlighted the potential role of Annexin A2 (ANXA2) in fibrinolytic failure. ANXA2 is a calcium-dependent phospholipid-binding protein that forms a heterotertrameric complexes localized at the extracellular membranes with two S100A10 small molecules acting as a co-receptor for tissue-plasminogen activator (t-PA), tightly involved in cell surface fibrinolysis. Thus, our results revealing elevated IgG type anti-ANXA2 antibody production, downregulated de novo ANXA2/S100A10 synthesis, and reduced ANXA2/S100A10 association in infected mice, this protein might serve as druggable targets for development of antithrombotic and/or anti-fibrinolytic agents to attenuate pathogenesis of COVID-19.


Subject(s)
Angiotensin-Converting Enzyme 2 , COVID-19 , Disease Models, Animal , Mice, Transgenic , SARS-CoV-2 , Animals , COVID-19/pathology , COVID-19/complications , COVID-19/virology , COVID-19/metabolism , Mice , Angiotensin-Converting Enzyme 2/metabolism , Angiotensin-Converting Enzyme 2/genetics , Humans , Blood Coagulation Disorders/virology , Blood Coagulation Disorders/pathology , Pneumonia, Viral/virology , Pneumonia, Viral/pathology , Pneumonia, Viral/metabolism , Betacoronavirus , Lung/virology , Lung/pathology , Lung/metabolism , Coronavirus Infections/virology , Coronavirus Infections/pathology , Coronavirus Infections/complications , Pandemics , Extracellular Traps/metabolism
15.
Trop Biomed ; 41(1): 29-35, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38852131

ABSTRACT

Avian infectious bronchitis (IB), a Gammacoronavirus, is a highly contagious upper respiratory disease, affecting chickens of all ages with a significant economic threat to the poultry industry. In February 2020, a specimen of imported chicken meat product was received and requested for coronavirus testing. The result was positive for the avian coronavirus, the IB virus (IBV) by molecular detection in the pre-screening test. Thus, this study aimed to isolate and characterize the IBV from the specimen. Virus isolation via egg inoculation was attempted and IBV was successfully isolated. The S1 subunit of the spike (S) gene of the IBV was amplified, sequenced, and the Basic Local Alignment Search Tool (BLAST) analysis showed that the IBV has 99% and 98% nucleotide similarity with the Malaysian and China IBVs, respectively. The phylogenetic analysis indicated that the virus belongs to the GI-19 lineage (also known as the QX strain) and is grouped with other IBVs from Malaysia and China. The GI-19 lineage is one of the primary IB strains that circulate in Malaysia. The recovery of the virus may be due to the persistence characteristic of the virus on meat; and the cold chain practices in the imported food product prolong the survival of this coronavirus. Though IBV is not identified as a hazard in chicken meat or meat products, raw food should be cooked thoroughly before being consumed. With the increase in international trade in poultry and poultry products, disease screening at the entry point and import risk analysis is crucial to ensure food safety and prevent the introduction of new viruses into Malaysia.


Subject(s)
Chickens , Infectious bronchitis virus , Phylogeny , Animals , Infectious bronchitis virus/genetics , Infectious bronchitis virus/isolation & purification , Infectious bronchitis virus/classification , Malaysia , Poultry Diseases/virology , Coronavirus Infections/veterinary , Coronavirus Infections/virology , Meat Products/virology , Spike Glycoprotein, Coronavirus/genetics
16.
Ren Fail ; 46(1): 2338484, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38832469

ABSTRACT

Critically ill COVID-19 patients may exhibit various clinical symptoms of renal dysfunction including severe Acute Kidney Injury (AKI). Currently, there is a lack of bibliometric analyses on COVID-19-related AKI. The aim of this study is to provide an overview of the current research status and hot topics regarding COVID-19 AKI. The literature was retrieved from the Web of Science Core Collection (WoSCC) database. Subsequently, we utilized Microsoft Excel, VOSviewer, Citespace, and Pajek software to revealed the current research status, emerging topics, and developmental trends pertaining to COVID-19 AKI. This study encompassed a total of 1507 studies on COVID-19 AKI. The United States, China, and Italy emerged as the leading three countries in terms of publication numbers, contributing 498 (33.05%), 229 (15.20%), and 140 (9.29%) studies, respectively. The three most active and influential institutions include Huazhong University of Science and Technology, Wuhan University and Harvard Medical School. Ronco C from Italy, holds the record for the highest number of publications, with a total of 15 papers authored. Cheng YC's work from China has garnered the highest number of citations, totaling 470 citations. The co-occurrence analysis of author keywords reveals that 'mortality', 'intensive care units', 'chronic kidney disease', 'nephrology', 'renal transplantation', 'acute respiratory distress syndrome', and 'risk factors' emerge as the primary areas of focus within the realm of COVID-19 AKI. In summary, this study analyzes the research trends in the field of COVID-19 AKI, providing a reference for further exploration and research on COVID-19 AKI mechanisms and treatment.


Subject(s)
Acute Kidney Injury , Bibliometrics , COVID-19 , Pandemics , SARS-CoV-2 , Humans , COVID-19/complications , COVID-19/epidemiology , Acute Kidney Injury/epidemiology , Acute Kidney Injury/etiology , Coronavirus Infections/epidemiology , Coronavirus Infections/complications , Pneumonia, Viral/epidemiology , Pneumonia, Viral/complications , Italy/epidemiology , Betacoronavirus , China/epidemiology , Global Health
17.
J Neuroinflammation ; 21(1): 157, 2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38879499

ABSTRACT

BACKGROUND: Cystatin F is a secreted lysosomal cysteine protease inhibitor that has been implicated in affecting the severity of demyelination and enhancing remyelination in pre-clinical models of immune-mediated demyelination. How cystatin F impacts neurologic disease severity following viral infection of the central nervous system (CNS) has not been well characterized and was the focus of this study. We used cystatin F null-mutant mice (Cst7-/-) with a well-established model of murine coronavirus-induced neurologic disease to evaluate the contributions of cystatin F in host defense, demyelination and remyelination. METHODS: Wildtype controls and Cst7-/- mice were intracranially (i.c.) infected with a sublethal dose of the neurotropic JHM strain of mouse hepatitis virus (JHMV), with disease progression and survival monitored daily. Viral plaque assays and qPCR were used to assess viral levels in CNS. Immune cell infiltration into the CNS and immune cell activation were determined by flow cytometry and 10X genomics chromium 3' single cell RNA sequencing (scRNA-seq). Spinal cord demyelination was determined by luxol fast blue (LFB) and Hematoxylin/Eosin (H&E) staining and axonal damage assessed by immunohistochemical staining for SMI-32. Remyelination was evaluated by electron microscopy (EM) and calculation of g-ratios. RESULTS: JHMV-infected Cst7-/- mice were able to control viral replication within the CNS, indicating that cystatin F is not essential for an effective Th1 anti-viral immune response. Infiltration of T cells into the spinal cords of JHMV-infected Cst7-/- mice was increased compared to infected controls, and this correlated with increased axonal damage and demyelination associated with impaired remyelination. Single-cell RNA-seq of CD45 + cells enriched from spinal cords of infected Cst7-/- and control mice revealed enhanced expression of transcripts encoding T cell chemoattractants, Cxcl9 and Cxcl10, combined with elevated expression of interferon-g (Ifng) and perforin (Prf1) transcripts in CD8 + T cells from Cst7-/- mice compared to controls. CONCLUSIONS: Cystatin F is not required for immune-mediated control of JHMV replication within the CNS. However, JHMV-infected Cst7-/- mice exhibited more severe clinical disease associated with increased demyelination and impaired remyelination. The increase in disease severity was associated with elevated expression of T cell chemoattractant chemokines, concurrent with increased neuroinflammation. These findings support the idea that cystatin F influences expression of proinflammatory gene expression impacting neuroinflammation, T cell activation and/or glia cell responses ultimately impacting neuroinflammation and neurologic disease.


Subject(s)
Coronavirus Infections , Cystatins , Demyelinating Diseases , Mice, Knockout , Murine hepatitis virus , Animals , Mice , Demyelinating Diseases/pathology , Demyelinating Diseases/metabolism , Demyelinating Diseases/virology , Demyelinating Diseases/immunology , Murine hepatitis virus/pathogenicity , Cystatins/genetics , Cystatins/metabolism , Coronavirus Infections/immunology , Coronavirus Infections/pathology , Mice, Inbred C57BL , Neuroinflammatory Diseases/immunology , Neuroinflammatory Diseases/pathology , Neuroinflammatory Diseases/metabolism
18.
Avian Dis ; 68(2): 89-98, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38885050

ABSTRACT

Outbreaks of infectious bronchitis (IB) continue to occur from novel variants of IB virus (IBV) emerging from selection of vaccine subpopulations and/or naturally occurring recombination events. S1 sequencing of Arkansas (Ark) -type viruses obtained from clinical cases in Alabama broilers and backyard chickens shows both Ark Delmarva Poultry Industry (ArkDPI) vaccine subpopulations as well as Ark vaccine viruses showing recombination with other IB vaccine viruses. IB Ark-type isolates AL5, most similar to an ArkDPI vaccine subpopulation selected in chickens, AL4, showing a cluster of three nonsynonymous changes from ArkDPI subpopulations selected in chickens, and AL9, showing recombination with Massachusetts (Mass) -type IBV, were examined for pathogenicity and ability to break through immunity elicited by vaccination with a commercial ArkDPI vaccine. Analysis of predicted S1 protein structures indicated the changes were in regions previously shown to comprise neutralizing epitopes. Thus, they were expected to contribute to immune escape and possibly virulence. Based on clinical signs, viral load, and histopathology, all three isolates caused disease in naïve chickens, although AL9 and AL5 viral loads in trachea were statistically significantly higher (30- and 40-fold) than AL4. S1 gene sequencing confirmed the stability of the relevant changes in the inoculated viruses in the chickens, although virus in some individual chickens exhibited additional S1 changes. A single amino acid deletion in the S1 NTD was identified in some individual chickens. The location of this deletion in the predicted structure of S1 suggested the possibility that it was a compensatory change for the reduced ability of AL4 to replicate in the trachea of naïve chickens. Chickens vaccinated with a commercial ArkDPI vaccine at day of hatch and challenged at 21 days of age showed that vaccination provided incomplete protection against challenge with these viruses. Moreover, based on viral RNA copy numbers in trachea, differences were detected in the ability of the vaccine to protect against these IBV isolates, with the vaccine protecting the most poorly against AL4. These results provide additional evidence supporting that IBV attenuated vaccines, especially ArkDPI vaccines, contribute to perpetuating the problem of IB in commercial chickens.


Protección contra los virus de la bronquitis infecciosa vacunales recombinantes y las subpoblaciones de vacunas seleccionadas en pollos. Los brotes de la bronquitis infecciosa aviar continúan presentándose a partir de nuevas variantes de dicho virus, que surgen de la selección de subpoblaciones de vacunas y/o eventos de recombinación que ocurren naturalmente. La secuenciación del gene S1 de virus tipo Arkansas (Ark) obtenidos de casos clínicos en pollos de engorde y de traspatio de Alabama muestra que tanto las subpoblaciones de la cepa vacunal Arkansas Delmarva Poultry Industry (ArkDPI) así como los virus de la vacuna Arkansas muestran recombinación con otros virus vacunales de la bronquitis infecciosa. Los aislamientos del virus de la bronquitis infecciosa Arkansas tipo "AL5", más similares a una subpoblación de vacuna ArkDPI seleccionada en pollos, "AL4", que muestra un grupo de tres cambios no sinónimos de subpoblaciones de ArkDPI seleccionadas en pollos y el tipo "AL9", que muestra recombinación con el serotipo Massachusetts, se examinaron para determinar su patogenicidad y capacidad para traspasar la inmunidad generada por la vacunación con una vacuna comercial ArkDPI. El análisis de las estructuras predichas de la proteína S1 indicó que los cambios se produjeron en regiones que previamente se había demostrado comprendían epítopos neutralizantes. Por lo tanto, se esperaba que contribuyeran al escape inmunológico y posiblemente a la virulencia. Con base en los signos clínicos, la carga viral y la histopatología, los tres aislados causaron enfermedad en pollos sin exposición previa, aunque las cargas virales de AL9 y AL5 en la tráquea fueron estadísticamente significativamente mayores (30 y 40 veces) en comparación con AL4. La secuenciación del gene S1 confirmó la estabilidad de los cambios relevantes en los virus inoculados en los pollos, aunque el virus en algunos pollos individuales exhibió cambios adicionales en el gene S1. Se identificó una deleción de un solo aminoácido en el dominio terminal N del gene S1 (NTD S1) en algunos pollos individuales. La ubicación de esta eliminación en la estructura predicha del gene S1 sugirió la posibilidad de que se tratara de un cambio compensatorio por la capacidad reducida de AL4 para replicarse en la tráquea de pollos sin exposición previa. Los pollos vacunados con una vacuna comercial ArkDPI el día de la eclosión y desafiados a los 21 días de edad mostraron que la vacunación proporcionó una protección incompleta contra el desafío con estos virus. Además, basándose en el número de copias del ARN viral en la tráquea, se detectaron diferencias en la capacidad de la vacuna para proteger contra estos aislados del virus de la bronquitis infecciosa, siendo la vacuna con la protección más deficiente contra AL4. Estos resultados proporcionan evidencia adicional que respalda que las vacunas atenuadas contra el virus de la bronquitis infecciosa, especialmente las vacunas ArkDPI, contribuyen a perpetuar esta enfermedad en los pollos comerciales.


Subject(s)
Chickens , Coronavirus Infections , Infectious bronchitis virus , Poultry Diseases , Viral Vaccines , Animals , Infectious bronchitis virus/immunology , Infectious bronchitis virus/genetics , Infectious bronchitis virus/pathogenicity , Poultry Diseases/prevention & control , Poultry Diseases/virology , Coronavirus Infections/veterinary , Coronavirus Infections/prevention & control , Coronavirus Infections/virology , Viral Vaccines/immunology , Recombination, Genetic
19.
Can Vet J ; 65(6): 581-586, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38827595

ABSTRACT

Objective: Bovine respiratory disease (BRD) and overall postweaning treatment rates were compared among 3 groups of calves either differentially primed and boosted with commercially available bovine coronavirus (BCoV) vaccine or not vaccinated against BCoV. Animals: Commercial heifer and steer beef calves born in April and May 2022. Procedure: In June 2022, calves were randomly enrolled into 3 treatment groups. Those in 2 groups [V1 (n = 160) and V2 (n = 160)] were administered a mucosal priming dose of 1 of 2 commercial BCoV vaccines; those in the 3rd group [CTL (n = 151)] were unvaccinated against BCoV. The V1 and V2 groups were boosted by intramuscular injection pre-weaning with the same vaccine used for priming. Weaning occurred 3 wk after the last preweaning processing day. Ranch staff used a BRD case definition provided by their herd veterinarian to identify, treat, and record treatments for 45 d post-weaning. Results: Postweaning BRD treatment rates for V1, V2, and CTL were 7%, 9%, and 14%, respectively. The CTL calves had 2.2× greater odds of receiving treatment for BRD than V1 calves. There were no differences in odds of treatment between CTL and V2 calves or V1 and V2 calves. Conclusion: In a herd with previously diagnosed BCoV BRD cases, prime-boost vaccination of calves is associated with a difference in odds of BRD treatment post-weaning compared to not vaccinating calves against BCoV. Clinical relevance: Prime-boost vaccination with commercial BCoV vaccine may be an important management tool for herds with known BCoV BRD outbreaks.


Comparaison des taux de traitement des maladies respiratoires bovines après le sevrage entre des veaux de boucherie témoins non vaccinés et des veaux vaccinés amorce-rappel de manière variable à l'aide de vaccins contre le coronavirus bovin commercialement disponibles. Objectif: La maladie respiratoire bovine (BRD) et les taux globaux de traitement post-sevrage ont été comparés parmi 3 groupes de veaux soit vaccinés de manière différentielle et avec un rappel avec le vaccin contre le coronavirus bovin (BCoV) disponible commercialement, soit non vaccinés contre le BCoV. Animaux: Génisses et veaux de boucherie commerciaux nés en avril et mai 2022. Procédure: En juin 2022, les veaux ont été randomisés lors du recrutement dans 3 groupes de traitement. Ceux des 2 groupes [V1 (n = 160) et V2 (n = 160)] ont reçu une dose d'amorce par voie muqueuse de l'un des deux vaccins commerciaux BCoV; ceux du 3ème groupe [CTL (n = 151)] n'étaient pas vaccinés contre le BCoV. Les groupes V1 et V2 ont eu un rappel par injection intramusculaire avant le sevrage avec le même vaccin que celui utilisé pour l'amorçage. Le sevrage a eu lieu 3 semaines après le dernier jour de conditionnement pré-sevrage. Le personnel du ranch a utilisé une définition de cas de BRD fournie par le vétérinaire de leur troupeau pour identifier, traiter et enregistrer les traitements pendant 45 jours après le sevrage. Résultats: Les taux de traitement BRD post-sevrage pour V1, V2 et CTL étaient respectivement de 7 %, 9 % et 14 %. Les veaux CTL avaient 2,2 fois plus de chances de recevoir un traitement contre la BRD que les veaux V1. Il n'y avait aucune différence dans les probabilités de traitement entre les veaux CTL et V2 ou entre les veaux V1 et V2. Conclusion: Dans un troupeau avec des cas de BRD causés par le BCoV déjà diagnostiqués, la vaccination amorce-rappel des veaux est associée à une différence de probabilité de traitement par le BRD après le sevrage par rapport à la nonvaccination des veaux contre le BCoV. Pertinence clinique: La vaccination amorce-rappel avec le vaccin commercial BCoV peut être un outil de gestion important pour les troupeaux présentant des foyers connus de BCoV BRD.(Traduit par Dr Serge Messier).


Subject(s)
Coronavirus, Bovine , Viral Vaccines , Animals , Cattle , Viral Vaccines/administration & dosage , Viral Vaccines/immunology , Coronavirus, Bovine/immunology , Male , Female , Coronavirus Infections/veterinary , Coronavirus Infections/prevention & control , Weaning , Vaccination/veterinary , Bovine Respiratory Disease Complex/prevention & control
20.
Front Public Health ; 12: 1386495, 2024.
Article in English | MEDLINE | ID: mdl-38827618

ABSTRACT

Introduction: Mitigating the spread of infectious diseases is of paramount concern for societal safety, necessitating the development of effective intervention measures. Epidemic simulation is widely used to evaluate the efficacy of such measures, but realistic simulation environments are crucial for meaningful insights. Despite the common use of contact-tracing data to construct realistic networks, they have inherent limitations. This study explores reconstructing simulation networks using link prediction methods as an alternative approach. Methods: The primary objective of this study is to assess the effectiveness of intervention measures on the reconstructed network, focusing on the 2015 MERS-CoV outbreak in South Korea. Contact-tracing data were acquired, and simulation networks were reconstructed using the graph autoencoder (GAE)-based link prediction method. A scale-free (SF) network was employed for comparison purposes. Epidemic simulations were conducted to evaluate three intervention strategies: Mass Quarantine (MQ), Isolation, and Isolation combined with Acquaintance Quarantine (AQ + Isolation). Results: Simulation results showed that AQ + Isolation was the most effective intervention on the GAE network, resulting in consistent epidemic curves due to high clustering coefficients. Conversely, MQ and AQ + Isolation were highly effective on the SF network, attributed to its low clustering coefficient and intervention sensitivity. Isolation alone exhibited reduced effectiveness. These findings emphasize the significant impact of network structure on intervention outcomes and suggest a potential overestimation of effectiveness in SF networks. Additionally, they highlight the complementary use of link prediction methods. Discussion: This innovative methodology provides inspiration for enhancing simulation environments in future endeavors. It also offers valuable insights for informing public health decision-making processes, emphasizing the importance of realistic simulation environments and the potential of link prediction methods.


Subject(s)
Contact Tracing , Coronavirus Infections , Disease Outbreaks , Middle East Respiratory Syndrome Coronavirus , Humans , Republic of Korea/epidemiology , Coronavirus Infections/transmission , Coronavirus Infections/prevention & control , Coronavirus Infections/epidemiology , Contact Tracing/methods , Disease Outbreaks/prevention & control , Quarantine , Computer Simulation
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