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Zhao Z, Yuan Y, Gao L, Li H, Li Q, Zhen Z, Zhao S, Xiao Y. Establishment and validation of a predictive model for coronary artery lesions in children with KDSS. Ital J Pediatr 2025; 51:106. [PMID: 40165224 PMCID: PMC11959834 DOI: 10.1186/s13052-025-01908-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 02/21/2025] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND Kawasaki Disease Shock Syndrome (KDSS) represents a severe manifestation of Kawasaki Disease (KD). In recent years, logistic regression prediction models have gained widespread application in forecasting the occurrence probabilities of various diseases. The objective of this study is to explore the clinical characteristics of pediatric patients with KDSS complicated by coronary artery lesions (CALs) and to develop and validate a logistic regression model for predicting the likelihood of CALs in children with KDSS. METHODS Our study enrolled 102 pediatric patients diagnosed with KDSS at the Cardiology Department of our hospital between January 2020 and March 2024, all of whom had comprehensive medical histories and physical examination results. Logistic regression analysis was employed to identify the most predictive variables. Utilizing a training set (n = 72), we constructed a logistic regression model to predict CALs in children with KDSS. The model's predictive capabilities were further assessed using logistic regression. The Receiver Operating Characteristic (ROC) curve served as a tool to evaluate the performance of the logistic regression model. Additionally, a nomogram model was developed through the visualization of the calibration curve using a 1000-bootstrap resampling method. The efficacy of these results was validated in an independent validation set (n = 30). RESULTS Univariate analysis revealed nine variables that exhibited significant differences between the CAL and normal coronary artery groups. Further logistic regression analysis identified fever duration, low hemoglobin levels, and low serum phosphorus as independent predictors of CALs in KDSS. The training set demonstrated an area under the ROC curve of 0.837, with a sensitivity of 83.3% and a specificity of 81.2%. The calibration curve indicated a strong agreement between the predicted values of the logistic regression model and the actual observed values in both the training and validation sets. CONCLUSION We have successfully established a feasible and highly accurate logistic regression model for predicting CALs in patients with KDSS. This model holds potential for early prediction of CALs and possesses significant clinical implications.
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Affiliation(s)
- Zhihui Zhao
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Yue Yuan
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Lu Gao
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Hongxia Li
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Qirui Li
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Zhen Zhen
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Shunying Zhao
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China.
| | - Yanyan Xiao
- Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China.
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Duan M, Geng Z, Gao L, Zhao Y, Li Z, Chen L, Kuosmanen P, Qi G, Gong F, Yu G. An interpretable machine learning-assisted diagnostic model for Kawasaki disease in children. Sci Rep 2025; 15:7927. [PMID: 40050685 PMCID: PMC11885592 DOI: 10.1038/s41598-025-92277-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Accepted: 02/26/2025] [Indexed: 03/09/2025] Open
Abstract
Kawasaki disease (KD) is a syndrome of acute systemic vasculitis commonly observed in children. Due to its unclear pathogenesis and the lack of specific diagnostic markers, it is prone to being confused with other diseases that exhibit similar symptoms, making early and accurate diagnosis challenging. This study aimed to develop an interpretable machine learning (ML) diagnostic model for KD. We collected demographic and laboratory data from 3650 patients (2299 with KD, 1351 with similar symptoms but different diseases) and employed 10 ML algorithms to construct the diagnostic model. Diagnostic performance was evaluated using several metrics, including area under the receiver-operating characteristic curve (AUC). Additionally, the shapley additive explanations (SHAP) method was employed to select important features and explain the final model. Using the Streamlit framework, we converted the model into a user-friendly web application to enhance its practicality in clinical settings. Among the 10 ML algorithms, XGBoost demonstrates the best diagnostic performance, achieving an AUC of 0.9833. SHAP analysis revealed that features, including age in months, fibrinogen, and human interferon gamma, are important for diagnosis. When relying on the top 10 most important features, the model's AUC remains at 0.9757. The proposed model can assist clinicians in making early and accurate diagnoses of KD. Furthermore, its interpretability enhances model transparency, facilitating clinicians' understanding of prediction reliability.
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Affiliation(s)
- Mengyu Duan
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, China
| | - Zhimin Geng
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lichao Gao
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yonggen Zhao
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, China
| | - Zheming Li
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, China
| | - Lindong Chen
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, China
| | - Pekka Kuosmanen
- Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, China
- Avaintec Oy, Helsinki, Finland
| | - Guoqiang Qi
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, China.
| | - Fangqi Gong
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
| | - Gang Yu
- National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, China.
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Zhao L, Wu J, Liu X, Zhou K, Hua Y, Shao S, Wang C. Risk factors for predicting medium-giant coronary artery aneurysms in Kawasaki disease. Immunol Res 2025; 73:52. [PMID: 39960616 DOI: 10.1007/s12026-025-09604-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Accepted: 02/06/2025] [Indexed: 05/09/2025]
Abstract
The objective of this study is to determine whether the data of blood profiles before and after therapy can be useful for predicting medium-giant coronary artery aneurysms (CAA) in patients with KD. In total, 1856 KD children from 2013 to 2022 were prospectively recruited. Serial blood samples on the day of initial IVIG infusion and 36-48 h thereafter were collected. The clinical and laboratory parameters were compared between the medium-giant CAA (n = 95) group and the non-CAA group (n = 1761). Multivariate analysis was performed to explore the independent risk factors for medium-giant CAA and the receiver operating characteristic (ROC) curve was used to evaluate and assess the prediction validities. Fever duration prior to initial IVIG infusion, IVIG resistance, cardiac enlargement, white blood cells prior to initial IVIG treatment, albumin levels, and the percentage of △neutrophils were independent risk factors for predicting medium-giant CAA. The predictive value of △neutrophil percentage (≤ 30.2%) demonstrates a relatively high sensitivity (0.84) and a moderate specificity (0.52) for predicting acute medium-giant CAA. The △neutrophil percentage before and 36-48 h after initial IVIG infusion might serve as a promising biomarker in the prediction of medium-giant CAA for KD patients.
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Affiliation(s)
- Li Zhao
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- West China Medical School of Sichuan University, Chengdu, Sichuan, China
| | - Jiangping Wu
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- West China Medical School of Sichuan University, Chengdu, Sichuan, China
| | - Xiaoliang Liu
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- The Cardiac Development and Early Intervention Unit, West China Institute of Women and Children's Health, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Kaiyu Zhou
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- The Cardiac Development and Early Intervention Unit, West China Institute of Women and Children's Health, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yimin Hua
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- The Cardiac Development and Early Intervention Unit, West China Institute of Women and Children's Health, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Shuran Shao
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- The Cardiac Development and Early Intervention Unit, West China Institute of Women and Children's Health, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Deptartment of Pediatrics, West China Second University Hospital, Sichuan University, No. 20, 3rd Section, South Renmin Road, Chengdu, 610041, China.
| | - Chuan Wang
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- The Cardiac Development and Early Intervention Unit, West China Institute of Women and Children's Health, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Deptartment of Pediatrics, West China Second University Hospital, Sichuan University, No. 20, 3rd Section, South Renmin Road, Chengdu, 610041, China.
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Zheng Y, Zhou Y, Zhu D, Fu X, Xie C, Sun S, Qin G, Feng M, Liu C, Zhou Q, Liu F, Chu C, Wang F, Yang D, Wang MW, Gui Y. Single-cell mapping of peripheral blood mononuclear cells reveals key transcriptomic changes favoring coronary artery lesion in IVIG-resistant Kawasaki disease. Heliyon 2024; 10:e37857. [PMID: 39323779 PMCID: PMC11422586 DOI: 10.1016/j.heliyon.2024.e37857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Revised: 08/31/2024] [Accepted: 09/11/2024] [Indexed: 09/27/2024] Open
Abstract
Background Intravenous immunoglobulin (IVIG)-resistant Kawasaki disease (KD) poses a considerable challenge to patients and their families due to its severe complications. Previous researches have highlighted the critical role of immune disorders in its pathogenesis. However, fragmented studies based on isolated cases hinder a comprehensive understanding of this deadly illness. This study aimed to explore the overall landscape of peripheral blood mononuclear cells (PBMCs) in IVIG-resistant KD patients using single-cell RNA sequencing (scRNA-seq). Methods The scRNA-seq was used to characterize the transcriptomic profiles of IVIG-resistant KD patients, IVIG-responsive KD patients, and healthy controls. Data quality control (QC) and subsequent analysis were conducted using various R packages. These included DoubletFinder and Harmony for QC, Seurat and SingleR for identifying and annotating major cell types, ggpubr for calculating and visualizing the percentages of each cell type, Seurat for characterizing differentially expressed genes (DEGs) between groups, pheatmap for visualizing the DEGs, clusterProfiler for performing Gene Ontology (GO) enrichment analysis of DEGs, scRepertoire for TCR and BCR data analysis, Monocle for assessing cell differentiation trajectories, and CellChat for intercellular interaction evaluation. Results High-quality single-cell transcriptome data from 12 participants were analyzed, including five with IVIG-resistant KD, four with IVIG-responsive KD, and three healthy controls. We identified 10 major cell types and observed that the differentiation of CD8+ effector T cells was impeded in IVIG-resistant KD patients with coronary artery lesion (CAL) according to cell differentiation trajectory analysis. Subsequent cell communication analysis demonstrated that myeloid cluster with high expression of LCN2, S100P, and LTF played a key role, potentially signaling through MIF-CD74/CXCR4 and MIF-CD74/CD44 ligand-receptor pairs. Conclusion Complex immunopathological changes occur during the development of CAL in IVIG-resistant KD. Stunted differentiation of CD8+ effector T cells is noted in KD-CAL. Interactions between myeloid cells and T cells activates multiple inflammatory signaling pathways, with ligand-receptor pairs, including MIF-CD74/CXCR4 and MIF-CD74/CD44, potentially playing crucial roles.
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Affiliation(s)
- Yuanzheng Zheng
- Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Yan Zhou
- The National Center for Drug Screening, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Di Zhu
- Department of Pharmacology, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China
| | - Xing Fu
- Accuramed Technology (Shanghai) Ltd., Shanghai, 200233, China
| | - Cao Xie
- School of Pharmacy, Fudan University, Shanghai, 201203, China
| | - Shuna Sun
- Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Guoyou Qin
- School of Public Health, Fudan University, Shanghai, 200032, China
| | - Mei Feng
- Department of Pharmacology, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China
| | - Chenglong Liu
- Department of Pharmacology, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China
| | - Qingtong Zhou
- Department of Pharmacology, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China
- Research Center for Deepsea Bioresources, Sanya, Hainan, 572025, China
| | - Fang Liu
- Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Chen Chu
- Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Feng Wang
- Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Dehua Yang
- The National Center for Drug Screening, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- Research Center for Deepsea Bioresources, Sanya, Hainan, 572025, China
| | - Ming-Wei Wang
- Department of Pharmacology, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China
- Research Center for Deepsea Bioresources, Sanya, Hainan, 572025, China
- Department of Chemistry, School of Science, The University of Tokyo, Tokyo, 113-0033, Japan
| | - Yonghao Gui
- Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
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Xu D, Feng CH, Cao AM, Yang S, Tang ZC, Li XH. Progression prediction of coronary artery lesions by echocardiography-based ultrasomics analysis in Kawasaki disease. Ital J Pediatr 2024; 50:185. [PMID: 39294681 PMCID: PMC11412030 DOI: 10.1186/s13052-024-01739-1] [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: 05/31/2024] [Accepted: 08/31/2024] [Indexed: 09/21/2024] Open
Abstract
BACKGROUND Echocardiography-based ultrasomics analysis aids Kawasaki disease (KD) diagnosis but its role in predicting coronary artery lesions (CALs) progression remains unknown. We aimed to develop and validate a predictive model combining echocardiogram-based ultrasomics with clinical parameters for CALs progression in KD. METHODS Total 371 KD patients with CALs at baseline were enrolled from a retrospective cohort (cohort 1, n = 316) and a prospective cohort (cohort 2, n = 55). CALs progression was defined by increased Z scores in any coronary artery branch at the 1-month follow-up. Patients in cohort 1 were split randomly into training and validation set 1 at the ratio of 6:4, while cohort 2 comprised validation set 2. Clinical parameters and ultrasomics features at baseline were analyzed and selected for models construction. Model performance was evaluated by area under the receiver operating characteristic curve (AUROC), area under the precision-recall curve (AUPRC) and decision curve analysis (DCA) in the training and two validation sets. RESULTS At the 1-month follow-ups, 65 patients presented with CALs progression. Three clinical parameters and six ultrasomics features were selected to construct the model. The clinical-ultrasomics model exhibited a good predictive capability in the training, validation set 1 and set 2, achieving AUROCs of 0.83 (95% CI, 0.75-0.90), 0.84 (95% CI, 0.74-0.94), and 0.73 (95% CI, 0.40-0.86), respectively. Moreover, the AUPRC values and DCA of three model demonstrated that the clinical-ultrasomics model consistently outperformed both the clinical model and the ultrasomics model across all three sets, including the training set and the two validation sets. CONCLUSIONS Our study demonstrated the effective predictive capacity of a prediction model combining echocardiogram-based ultrasomics features and clinical parameters in predicting CALs progression in KD.
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Affiliation(s)
- Dan Xu
- Department of Cardiology, Children's Hospital Capital Institute of Pediatrics, No.2, Yabao Rd, Chaoyang District, Beijing, 100020, China
- Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Chen-Hui Feng
- Department of Cardiology, Children's Hospital Capital Institute of Pediatrics, No.2, Yabao Rd, Chaoyang District, Beijing, 100020, China
- Capital Institute of Pediatrics-Peking University Teaching Hospital, Beijing, China
| | - Ai-Mei Cao
- Department of Cardiology, Children's Hospital Capital Institute of Pediatrics, No.2, Yabao Rd, Chaoyang District, Beijing, 100020, China
| | - Shuai Yang
- Department of Cardiology, Children's Hospital Capital Institute of Pediatrics, No.2, Yabao Rd, Chaoyang District, Beijing, 100020, China
| | - Zhen-Chao Tang
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, 37 Xueyuan Road, Haidian District, 100191, Beijing, China.
- Key Laboratory of Big Data-Based Precision Medicine, Beihang University, Ministry of Industry and Information Technology of the People's Republic of China, Beijing, China.
| | - Xiao-Hui Li
- Department of Cardiology, Children's Hospital Capital Institute of Pediatrics, No.2, Yabao Rd, Chaoyang District, Beijing, 100020, China.
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Si X, Hou C, Wang H, Yan W, Tang Y, Hu X, Ni J, Sun L, Lv H, Xu QQ. Comparison of six Z-score formulas based on echocardiography for coronary artery lesions in Kawasaki disease. Int J Cardiol 2024; 409:132102. [PMID: 38685457 DOI: 10.1016/j.ijcard.2024.132102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 04/21/2024] [Accepted: 04/24/2024] [Indexed: 05/02/2024]
Abstract
GOAL Kawasaki disease (KD) patients are at risk of developing the serious complication of coronary artery dilation (CAD). To diagnose CAD caused by KD, various Z-Score formulas are used worldwide. This paper aims to evaluate the differences and inclusiveness among the six most commonly used Z-Score formulas in diagnosing CAD in Suzhou, China. Additionally, the study seeks to compare the differences in CAD diagnosis among different high-risk factor groups. By doing so, this research provides a valuable reference for accurately diagnosing CAD in KD patients. METHOD This paper presents a retrospective analysis of 1509 patients diagnosed with KD at the Children's Hospital of Soochow University between January 2018 and December 2020. We collected the patients' clinical and echocardiographic data and used six Z-Score formulas (Kobayashi et al., de Zorzi et al., Kurotobi et al., McCrindle et al., Olivieri et al., and Dallaire et al.) to diagnose the degree of CAD in different segments. We then compared the diagnostic differences and inclusiveness of these formulas, especially the diagnostic differences in medium to giant CAA. To achieve this, we divided the patients into groups based on their age (≤12 months, 13-30 months, and > 30 months) and fever duration (≤5 days, 6-7 days, 8-9 days, and ≥ 10 days). Using the McNemar test and the Kappa test, we compared the differences and the consistencies of CDA diagnosis among the six Z-Score formulas. Moreover, we used the Friedman test and Chi-square segmentation formula to compare the differences in age and number of fever duration between groups and to compare each Z-Score formula pair within the group. RESULTS Except for the LMCA segment, where there were no statistically significant differences between de Zorzi formula and McCrindle formula, the Z-score formulas showed statistically significant differences in the degree of CAD diagnosis across all other segments. Inclusiveness assessment revealed that Kobayashi formula and Dallaire formula showed significantly higher rates of dilatation (6.58% and 5.32%), or of small aneurysms (6.52% and 4.52%) compared to other formulas (1.0%-1.73%). Medium aneurysms were also more likely to be identified with Kobayashi and Dallaire formulas (0.8% and 0.8%) compared to the remaining formulas (0.13-0.40%). There are significant differences in the diagnoses of medium to giant CAA made by these six formulas in LAD and RCA. The longer the duration of fever and the younger the age, the higher the diagnosis rates of CAD and CAA. There were no statistically significant differences between de Zorzi formula and McCrindle formula, de Zorzi formula and Oliveri formula, and Kurotobi formula and Dallaire formula within the four groups based on the duration of fever. Similarly, there were no statistically significant differences between Kobayashi formula and Dallaire formula, and between de Zorzi formula and Oliveri formula in the age groups of ≤12 months and 13-30 months. CONCLUSION There are diagnostic differences among these six Z-score formulas, considering the aforementioned statistics. Kobayashi formula and Dallaire formula are more inclusive, and less likely to under-diagnose significant CAD. They perform evenly for dilatation only, for small aneurysms and the median size aneurysms, and that is for segments of LMCA, LAD and RCA. In addition, McCrindle formula joins the "inclusive" pack for LAD and RCA in the matter of CAD. The younger the age of the patients and the longer the duration of fever, the higher the diagnosis rates of CAD and CAA. Furthermore, the younger the age of the patients and the shorter the duration of fever, the greater the differences between the various formulas.
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Affiliation(s)
- Xueying Si
- Children's Hospital of Soochow University, Suzhou 215000, China
| | - Cui Hou
- Children's Hospital of Soochow University, Suzhou 215000, China
| | - Hui Wang
- Children's Hospital of Soochow University, Suzhou 215000, China
| | - Wenying Yan
- School of Biology & Basic Medical Sciences, Soochow University, Suzhou 215000, China
| | - Yunjia Tang
- Children's Hospital of Soochow University, Suzhou 215000, China
| | - Xinlu Hu
- Children's Hospital of Soochow University, Suzhou 215000, China
| | - Juncheng Ni
- Children's Hospital of Soochow University, Suzhou 215000, China
| | - Ling Sun
- Children's Hospital of Soochow University, Suzhou 215000, China
| | - Haitao Lv
- Children's Hospital of Soochow University, Suzhou 215000, China
| | - Qiu-Qin Xu
- Children's Hospital of Soochow University, Suzhou 215000, China.
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Jiang S, Li M, Xu K, Xie Y, Liang P, Liu C, Su Q, Li B. Predictive factors of medium-giant coronary artery aneurysms in Kawasaki disease. Pediatr Res 2024; 95:267-274. [PMID: 37670043 PMCID: PMC10798897 DOI: 10.1038/s41390-023-02798-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 05/11/2023] [Accepted: 08/15/2023] [Indexed: 09/07/2023]
Abstract
BACKGROUND We aimed to examine predictive measures for medium and giant coronary artery aneurysms (CAA) in Kawasaki disease (KD) patients. METHODS Patients who were diagnosed with KD from 2015 to 2021 were retrospectively reviewed. The clinical and laboratory data were compared between medium-giant group and non-medium-giant group. RESULTS A total of 1331 KD patients were investigated, of whom 63 patients (4.7%) developed medium-giant CAA including 27 patients (2%) with giant CAA. Sex, age, fever duration, intravenous immunoglobulin (IVIG) resistance, platelet count, and albumin level independently predicted medium or giant CAA by multivariate logistic regression analysis. Male, age, duration of fever, IVIG resistance, platelet count, hemoglobin, and erythrocyte sedimentation rate were independent predictors for giant CAA. The two new scoring systems using these factors in identifying patients with medium-giant CAA and giant CAA had respectively sensitivities of 86.89% and 92.59%, and specificities of 81.65% and 87.93%. Validation in 2021 dataset (193 KD patients) showed comparable sensitivity and specificity to development dataset. CONCLUSIONS Male, age, fever duration, IVIG resistance, platelet count, albumin, hemoglobin, and erythrocyte sedimentation rate might be significant predictors of medium and giant CAA. The sensitivity and specificity in our risk prediction model were higher than in previous research. IMPACT This is the first study to search for risk factors and establish a prediction model for the development of medium-giant CAA in the Chinese population using z-scores and absolute inner diameter values based on large sample sizes. The sensitivity and specificity in our model were higher than in previous studies. Our research could help clinicians better predict medium-giant CAA and choose more appropriate treatment.
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Affiliation(s)
- Saitong Jiang
- Shantou University Medical College, Shantou, Guangdong, China
- Department of Cardiology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China
| | - Meng Li
- Department of Cardiology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China
| | - Kun Xu
- Shantou University Medical College, Shantou, Guangdong, China
- Department of Cardiology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China
| | - Ying Xie
- Department of Cardiology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China
| | - Piaohong Liang
- Department of Cardiology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China
| | - Cong Liu
- Department of Cardiology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China
| | - Qiru Su
- Institute of Pediatrics, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
| | - Boning Li
- Department of Cardiology, Shenzhen Children's Hospital, Shenzhen, Guangdong, China.
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8
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Phi DL, Dao TL, To MM, Nguyen TB, Nguyen DC, Gautret P, Hoang VT. Clinical and Laboratory Characteristics of Kawasaki Disease and COVID-19-Related Multisystem Inflammatory Syndrome in Children. J Korean Med Sci 2023; 38:e410. [PMID: 38111281 PMCID: PMC10727921 DOI: 10.3346/jkms.2023.38.e410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 09/14/2023] [Indexed: 12/20/2023] Open
Abstract
Geographical and racial factors constitute important distinctions between Kawasaki disease (KD) and multisystem inflammatory syndrome in children (MIS-C), but no study has been conducted in Vietnam. Forty-one children with KD from January 2018 to July 2020 and 42 with KD/MIS-C from August 2020 to December 2022 were included in this study. Of the patients, 52.3% were aged between 12 and 35 months. Only two were aged over 5 years, and both were belong to the KD/MIS-C group. A 59.5% of the patients were male. Apart from fever, all symptoms tended to be more frequent in patients with KD/MIS-C. The prevalence of diffuse skin rash, hand and foot edema or erythema and gastrointestinal signs was significantly higher in patients hospitalized with KD/MIS-C. There was no significant difference in laboratory findings between the two groups. Coronary artery dilation was more frequently observed in patients with KD/MIS-C compared to those with KD (40.5% vs. 14.6%, P = 0.009).
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Affiliation(s)
- Duc Long Phi
- Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
| | - Thi Loi Dao
- Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
| | - Minh Manh To
- Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
| | | | - Duy Cuong Nguyen
- Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
| | - Philippe Gautret
- Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
- IHU-Méditerranée Infection, Marseille, France
- Aix Marseille University, IRD, AP-HM, SSA, VITROME, Marseille, France
| | - Van Thuan Hoang
- Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam.
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9
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Rivas MN, Arditi M. Kawasaki Disease and Multisystem Inflammatory Syndrome in Children: common inflammatory pathways of two distinct diseases. Rheum Dis Clin North Am 2023. [PMCID: PMC10020039 DOI: 10.1016/j.rdc.2023.03.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2023]
Affiliation(s)
- Magali Noval Rivas
- Department of Pediatrics, Division of Infectious Diseases and Immunology, Guerin Children’s at Cedars-Sinai Medical Center, Los Angeles, California, USA,Infectious and Immunologic Diseases Research Center (IIDRC) and Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Moshe Arditi
- Department of Pediatrics, Division of Infectious Diseases and Immunology, Guerin Children’s at Cedars-Sinai Medical Center, Los Angeles, California, USA,Infectious and Immunologic Diseases Research Center (IIDRC) and Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA,Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA,Corresponding Author: Moshe Arditi –
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10
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Liu J, Su D, Yuan P, Huang Y, Ye B, Liang K, Pang Y. Prognostic nutritional index value in the prognosis of Kawasaki disease with coronary artery lesions. Front Nutr 2023; 10:1075619. [PMID: 36819679 PMCID: PMC9929364 DOI: 10.3389/fnut.2023.1075619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 01/12/2023] [Indexed: 02/04/2023] Open
Abstract
Objectives The prognostic nutritional index (PNI) is a purported predictor of intravenous immunoglobulin (IVIG) resistance and coronary artery aneurysm (CAA) development in patients with Kawasaki disease (KD). However, limited data exist on CAA regression. This study aimed to confirm whether the PNI is a predictor for CAA persistency in patients with KD. Methods This retrospective study grouped 341 patients with KD based on the coronary artery status and time of aneurysm persistence. The clinical and laboratory parameters were compared, and multivariate logistic regression analysis was performed to identify the independent risk factors for persistent CAA. The receiver operating characteristic (ROC) curve was further used to assess the predictive values of the PNI in persistent CAA. Results Among the study patients, 80 (23.5%) presented with CAA, including CAA persisting for 2 years in 17 patients (5.0%). Patients with CAA were more frequently treated with corticosteroids (p < 0.016). No statistically significant differences were found in the nutritional status and PNI among patients with or without coronary artery lesions, regardless of injury severity. Patients in the persistent CAA group presented with higher rates of overnutrition and showed lower PNI values and a higher incidence of thrombosis than those in the normal group (p < 0.05). The PNI and the maximum Z-score at 1 month of onset were significantly associated with CAA persisting for 2 years and may be used as predictors of persistent CAA. The area under the ROC curve was 0.708 (95% confidence interval, 0.569-0.847), and a 40.2 PNI cutoff yielded a sensitivity and specificity of 41 and 92%, respectively, for predicting CAA persisting for 2 years. Kaplan-Meier survival analysis revealed that the estimated median time of aneurysm persistence was significantly higher in patients with PNI values of ≤40 than in those with PNI values of >40 (hazard ratio, 2.958; 95% confidence interval, 1.601-5.464; p = 0.007). After sampling-time stratification, the PNI differed significantly between patients with and without persistent CAA when sampled on the second (p = 0.040), third (p = 0.028), and fourth days (p = 0.041) following disease onset. Conclusion A lower PNI value is an independent risk factor for CAA persisting for 2 years in patients with KD, besides the maximum Z-score at 1 month after onset. Furthermore, the PNI obtained within 4 days from fever onset may possess greater predictive power for patients with persistent CAA.
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11
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Williams K, Power B, Tiller G, Renton WD. Reassuring short-term effect of corticosteroids for Kawasaki disease. J Paediatr Child Health 2023; 59:194-196. [PMID: 36495105 DOI: 10.1111/jpc.16301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 11/15/2022] [Indexed: 12/14/2022]
Affiliation(s)
- Katrina Williams
- Department of Paediatric Rheumatology, Monash Children's Hospital, Melbourne, Victoria, Australia.,Rheumatology Unit, Department of General Medicine, The Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Bronwyn Power
- Department of Paediatric Rheumatology, Monash Children's Hospital, Melbourne, Victoria, Australia
| | - Georgina Tiller
- Department of Paediatric Rheumatology, Monash Children's Hospital, Melbourne, Victoria, Australia.,Rheumatology Unit, Department of General Medicine, The Royal Children's Hospital, Melbourne, Victoria, Australia
| | - William D Renton
- Department of Paediatric Rheumatology, Monash Children's Hospital, Melbourne, Victoria, Australia.,Rheumatology Unit, Department of General Medicine, The Royal Children's Hospital, Melbourne, Victoria, Australia
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12
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Cardiac Evaluation in Children with Multisystem Inflammatory Syndrome Associated with SARS-CoV-2. SISLI ETFAL HASTANESI TIP BULTENI 2022; 56:461-465. [PMID: 36660390 PMCID: PMC9833351 DOI: 10.14744/semb.2022.23921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 04/06/2022] [Accepted: 04/22/2022] [Indexed: 01/22/2023]
Abstract
Objectives The heart is one of the organs frequently affected by the multisystem inflammatory syndrome in children (MIS-C), associated with severe acute respiratory syndrome coronavirus 2 infection. Cardiac involvement in patients with MIS-C was evaluated with physical examination findings, biochemical test, and cardiological imaging tests. We reported the degree of cardiac involvement in patients with MIS-C. Methods In this retrospective study, the complaints, physical examination, and cardiac findings of patients with MIS-C were evaluated. Results Sixteen patients (four males and 12 females) with MIS-C were included in the study. The median age was 6 (5-17) years. In patients, palpitations (6%), chest pain (12%), ECG changes (50%), valve insufficiency (50%), low ejection fraction (6%), coronary dilatation (6%), troponin (38%), and d-dimer (88%) elevation were detected. One patient died. Valve insufficiency persisted in 5 (31%) patients. Conclusion Severe cardiac involvement can be seen in MIS-C patients. Due to its serious effects on mortality and morbidity, cardiac involvement should be evaluated with cardiac imaging tools such as echocardiography and ECG in all MIS-C patients.
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13
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Sarejloo S, Shahri MM, Azami P, Clark A, Hass E, Salimi M, Lucke-Wold B, Sadeghvand S, Khanzadeh S. Neutrophil to Lymphocyte Ratio as a Biomarker for Predicting the Coronary Artery Abnormality in Kawasaki Disease: A Meta-Analysis. DISEASE MARKERS 2022; 2022:6421543. [PMID: 36267460 PMCID: PMC9578863 DOI: 10.1155/2022/6421543] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 08/24/2022] [Accepted: 09/20/2022] [Indexed: 11/24/2022]
Abstract
We conducted a systematic review and meta-analysis on the relationship between the neutrophil to lymphocyte ratio (NLR) and coronary artery abnormalities (CAA) in patients with Kawasaki disease (KD), according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statements. We searched PubMed, Scopus, Web of Science, Embase, TRIP, Google Scholar, and ProQuest up to the 8th of August 2022. This was done to retrieve eligible studies. No date or language limitations were considered in this study. Methodology quality assessment was conducted according to the Newcastle-Ottawa scale (NOS). Standard mean difference (SMD) and its 95% confidence interval (CI) were used to depict the pooled continuous variables. Finally, 17 articles with 6334 KD patients, of whom 1328 developed CAA, were enrolled in this meta-analysis. NLR level was significantly higher in KD patients with CAA compared to those without CAA (SMD =0.81; 95% CI =0.05-1.57, P = 0.03). In addition, NLR level was significantly higher in patients with coronary artery aneurysms than those without coronary artery aneurysms (SMD =2.29; 95% CI =0.18-4.41, P = 0.03). However, no significant association between NLR and coronary artery dilation was observed in this meta-analysis (SMD =0.56; 95% CI = -0.86-1.99). There was no publication bias for the pooled SMD of NLR for coronary artery abnormality in KD (Egger's test P = 0.82; Begg's test P = 0.32). The NLR may be useful in monitoring CAA development in these patients and may further imply a mechanistic role in potential inflammation that mediates this process.
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Affiliation(s)
- Shirin Sarejloo
- Cardiovascular Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Matin Moallem Shahri
- Department of Thoracic Surgery, Thoracic Surgery Research Center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Pouria Azami
- Cardiovascular Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Alec Clark
- University of Central Florida College of Medicine, USA
| | - Ethan Hass
- University of Central Florida College of Medicine, USA
| | - Maryam Salimi
- Bone and Joint Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Shahram Sadeghvand
- Pediatric Health Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Shokoufeh Khanzadeh
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
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14
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Nabavizadeh SH, Mehdizadegan N, Moeini M, Alyasin S, Esmaeilzadeh H, Askarisarvestani A. Assessing the Association of Kawasaki Disease Symptoms and Echocardiographic Findings. Pediatr Cardiol 2022; 43:816-820. [PMID: 34854940 DOI: 10.1007/s00246-021-02792-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 11/22/2021] [Indexed: 11/30/2022]
Abstract
Kawasaki disease is an acute systemic vasculitis which can cause cardiac involvement among other symptoms. In this study we aimed to assess the relationship between the echocardiographic findings of Kawasaki disease with the clinical and paraclinical findings of the patients. In this cross-sectional study, the symptoms of 307 Kawasaki patients were registered and the association of the symptoms with paraclinical findings and echocardiographic studies was assessed. 190 (61.9%) of the patients were male and 117 (38.1%) were female. 193 patients (62.9%) did not have any abnormalities in their echocardiography, while others showed coronary artery aneurysms, perivascular brightness, coronary artery dilatation, and trivial Mitral Regurgitation in their echocardiography. A significant inverse relationship was seen with echocardiographic findings and age. Thrombocytosis, conjunctivitis, and oral and/or pharyngeal erythema and/or strawberry tongue were associated with higher rates of echocardiographic abnormalities. Echocardiographic abnormalities are associated with younger age, higher platelets, and the existence of conjunctivitis and oral and/or pharyngeal erythema and/or strawberry tongue.
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Affiliation(s)
| | - Nima Mehdizadegan
- Division of Pediatric Cardiology, Department of Pediatrics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohsen Moeini
- Department of Pediatrics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Soheila Alyasin
- Allergy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Hossein Esmaeilzadeh
- Allergy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,Division of Allergy and Clinical Immunology, Department of Pediatrics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Aida Askarisarvestani
- Division of Allergy and Clinical Immunology, Department of Pediatrics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran. .,Department of Pediatrics, Namazee Hospital, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
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15
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Capone CA, Misra N, Ganigara M, Epstein S, Rajan S, Acharya SS, Hayes DA, Kearney MB, Romano A, Friedman RA, Blaufox AD, Cooper R, Schleien C, Mitchell E. Six Month Follow-up of Patients With Multi-System Inflammatory Syndrome in Children. Pediatrics 2021; 148:peds.2021-050973. [PMID: 34326176 DOI: 10.1542/peds.2021-050973] [Citation(s) in RCA: 67] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/23/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Myocardial dysfunction and coronary abnormalities are prominent features of multisystem inflammatory syndrome in children (MIS-C). In this study we aim to evaluate the early and midterm outcomes of MIS-C. METHODS This is a longitudinal 6-month cohort study of all children admitted and treated for MIS-C from April 17 to June 20, 2020. Patients were followed ∼2 weeks, 8 weeks, and 6 months postadmission, with those with coronary aneurysms evaluated more frequently. RESULTS Acutely, 31 (62%) patients required intensive care with vasoactive support, 26 (52%) had left ventricular (LV) systolic dysfunction, 16 (32%) had LV diastolic dysfunction, 8 (16%) had coronary aneurysms (z score ≥2.5), and 4 (8%) had coronary dilation (z score <2.5). A total of 48 patients (96%) received immunomodulatory treatment. At 2 weeks, there was persistent mild LV systolic dysfunction in 1 patient, coronary aneurysms in 2, and dilated coronary artery in 1. By 8 weeks through 6 months, all patients returned to functional baseline with normal LV systolic function and resolution of coronary abnormalities. Cardiac MRI performed during recovery in select patients revealed no myocardial edema or fibrosis. Some patients demonstrated persistent diastolic dysfunction at 2 weeks (5, 11%), 8 weeks (4, 9%), and 6 months (1, 4%). CONCLUSIONS Children with MIS-C treated with immunomodulators have favorable early outcomes with no mortality, normalization of LV systolic function, recovery of coronary abnormalities, and no inflammation or scarring on cardiac MRI. Persistence of diastolic dysfunction is of uncertain significance and indicates need for larger studies to improve understanding of MIS-C. These findings may help guide clinical management, outpatient monitoring, and considerations for sports clearance.
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Affiliation(s)
- Christine A Capone
- Divisions of Pediatric Cardiology .,Pediatric Critical Care Medicine.,Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York.,Feinstein Institute for Medical Research, Northwell Health Manhasset, Manhasset, New York
| | - Nilanjana Misra
- Divisions of Pediatric Cardiology.,Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
| | | | - Shilpi Epstein
- Divisions of Pediatric Cardiology.,Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
| | - Sujatha Rajan
- Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York.,Infectious Disease
| | - Suchitra S Acharya
- Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York.,Hematology and Oncology, Cohen Children's Medical Center, Northwell Health, New Hyde Park, New York
| | - Denise A Hayes
- Divisions of Pediatric Cardiology.,Pediatric Critical Care Medicine
| | - Mary Beth Kearney
- Divisions of Pediatric Cardiology.,Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
| | - Angela Romano
- Divisions of Pediatric Cardiology.,Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
| | | | | | - Rubin Cooper
- Divisions of Pediatric Cardiology.,Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
| | - Charles Schleien
- Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
| | - Elizabeth Mitchell
- Divisions of Pediatric Cardiology.,Department of Pediatrics, Cohen Children's Medical Center, Northwell Health and Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
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16
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Salsano A, Liao J, Miette A, Capoccia M, Mariscalco G, Santini F, Corno AF. Surgical myocardial revascularization outcomes in Kawasaki disease: systematic review and meta-analysis. Open Med (Wars) 2021; 16:375-386. [PMID: 33748422 PMCID: PMC7957190 DOI: 10.1515/med-2021-0242] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 01/05/2021] [Accepted: 02/03/2021] [Indexed: 12/18/2022] Open
Abstract
Background Kawasaki disease (KD) is a systemic inflammatory condition occurring predominantly in children. Coronary artery bypass grafting (CABG) is performed in the presence of inflammation and aneurysms of the coronary arteries. The objectives of our study were to assess which CABG strategy provides better graft patency and early and long-term outcomes. Methods A systematic review using Medline, Cochrane, and Scopus databases was performed in February 2020, incorporating a network meta-analysis, performed by random-effect model within a Bayesian framework, and pooled prevalence of adverse outcomes. Hazard ratios (HR) and corresponding 95% credible intervals (CI) were calculated by Markov chain Monte Carlo methods. Results Among 581 published reports, 32 studies were selected, including 1,191 patients undergoing CABG for KD. Graft patency of internal thoracic arteries (ITAs), saphenous veins (SV), and other arteries (gastroepiploic artery and radial artery) was compared. ITAs demonstrated the best patency rates at long-term follow-up (HR 0.33, 95% CI: 0.17–0.66). Pooled prevalence of early mortality after CABG was 0.28% (95% CI: 0.00–0.73%, I2 = 0%, tau2 = 0), with 63/1,108 and 56/1,108 patients, undergoing interventional procedures and surgical re-interventions during follow-up, respectively. Pooled prevalence was 3.97% (95% CI: 1.91–6.02%, I2 = 60%, tau2 = 0.0008) for interventional procedures and 3.47% (95% CI: 2.26–4.68%, I2 = 5%, tau2 <0.0001) for surgical re-interventions. Patients treated with arterial, venous, and mixed (arterial plus second venous graft) CABG were compared to assess long-term mortality. Mixed CABG (HR 0.03, 95% CI: 0.00–0.30) and arterial CABG (HR 0.13, 95% CI: 0.00–1.78) showed reduced long-term mortality compared with venous CABG. Conclusions CABG in KD is a safe procedure. The use of arterial conduits provides better patency rates and lower mortality at long-term follow-up.
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Affiliation(s)
- Antonio Salsano
- Division of Cardiac Surgery, Ospedale Policlinico San Martino, University of Genoa, L.go Rosanna Benzi, 10, 16143, Genoa, Italy.,Department of Integrated Surgical and Diagnostic Sciences (DISC), University of Genoa, Genoa, Italy
| | - Jingda Liao
- Cardiovascular Research Center, University of Leicester, Leicester, United Kingdom.,Department of Intensive Care Medicine and Cardiac Surgery, Glenfield Hospital, University Hospitals of Leicester, Leicester, United Kingdom
| | - Ambra Miette
- Division of Cardiac Surgery, Ospedale Policlinico San Martino, University of Genoa, L.go Rosanna Benzi, 10, 16143, Genoa, Italy.,Department of Integrated Surgical and Diagnostic Sciences (DISC), University of Genoa, Genoa, Italy
| | - Massimo Capoccia
- Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom
| | - Giovanni Mariscalco
- Cardiovascular Research Center, University of Leicester, Leicester, United Kingdom.,Department of Intensive Care Medicine and Cardiac Surgery, Glenfield Hospital, University Hospitals of Leicester, Leicester, United Kingdom
| | - Francesco Santini
- Division of Cardiac Surgery, Ospedale Policlinico San Martino, University of Genoa, L.go Rosanna Benzi, 10, 16143, Genoa, Italy.,Department of Integrated Surgical and Diagnostic Sciences (DISC), University of Genoa, Genoa, Italy
| | - Antonio F Corno
- Houston Children Heart Institute, Hermann Children's Hospital, Houston, Texas, United States of America.,University Texas Health, McGovern Medical School, Houston, Texas, United States of America
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17
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Hu J, Ren W. Analysis of the Risk Factors in Prognosis of Kawasaki Disease With Coronary Artery Lesions. Front Pediatr 2021; 9:798148. [PMID: 34950620 PMCID: PMC8688820 DOI: 10.3389/fped.2021.798148] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 11/19/2021] [Indexed: 12/19/2022] Open
Abstract
Kawasaki disease (KD) is one of the most common forms of systemic vasculitis in children. Pathological features include extensive inflammation of small and medium blood vessels throughout the body. The primary complication of KD is coronary artery lesions (CALs). A total of 640 children with KD were admitted to the Department of Pediatric Cardiology at Shengjing Hospital of China Medical University from January 2017 to December 2019. These patients comprised 52 coronary artery aneurysm (CAA) cases and 47 coronary artery dilation (CAD) cases. Echocardiography was performed during the acute KD phase and then at 1, 3, 6, 12, and 24 months after KD onset. Patients were divided into a poor prognosis group (n = 30) and a normal group (n = 69) based on CALs prognosis. Differences in laboratory data, clinical manifestations and coronary artery damage rates were compared between the two groups. Univariate analysis was performed on these data, and an ROC curve was used to analyze the efficacy of each risk factor. Univariate analysis revealed that age (months), number of coronary arteries involved (NACI), IgM, IgA and brain natriuretic peptide (ProBNP) levels were higher in the poor prognosis group compared with the normal group, procalcitonin (PCT) levels in the poor prognosis group were lower than in the normal group (P < 0.05). Conclusion: Age ≥ 18 months, IgM ≥ 1.07g/L, IgA ≥ 0.728g/L and NCAI ≥ 3 were poor prognostic factors of KD children with CALs. These parameters can be used as a reference indicator of early prediction where combined detection might improve the accuracy and sensitivity of prediction. Follow-up should be maintained to monitor changes in the coronary artery by echocardiography.
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Affiliation(s)
- Jinling Hu
- Shengjing Hospital of China Medical University, Shenyang, China
| | - Weidong Ren
- Shengjing Hospital of China Medical University, Shenyang, China
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18
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Soulaidopoulos S, Madenidou AV, Daoussis D, Melissaropoulos K, Mavrogeni S, Kitas G, Dimitroulas T. Cardiovascular Disease in the Systemic Vasculitides. Curr Vasc Pharmacol 2020; 18:463-472. [PMID: 32000652 DOI: 10.2174/1570161118666200130093432] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 12/28/2019] [Accepted: 12/29/2019] [Indexed: 02/07/2023]
Abstract
The vasculitides are a heterogeneous group of disorders, characterized by inflammatory cell infiltration and necrosis of blood vessels that cause vascular obstruction or aneurysm formation, affecting various organs such as lungs, kidneys, skin and joints. Cardiac involvement is commonly encountered in primary systemic vasculitis and it is associated with increased morbidity and mortality. Depending on the dominant pathophysiological mechanism, heart complications may manifest in different ways, including myocardial ischemia due to impaired micro- or macrovascular circulation, progressive heart failure following valvular heart disease and myocardial dysfunction, (sub) clinical myocarditis, pericarditis, pulmonary hypertension as well as arteritis of coronary vessels. Beyond cardioprotective regimens, aggressive immunosuppression reduces the inflammatory burden and modulates the progression of cardiovascular complications. Perioperative management of inflammation, when surgical treatment is indicated, improves surgical success rates and postoperative long-term prognosis. We aim to provide an overview of the pathogenetic, diagnostic and therapeutic principles of cardiovascular involvement disease in the various forms of systemic vasculitis.
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Affiliation(s)
- Stergios Soulaidopoulos
- First Department of Cardiology, Athens School of Medicine, Hippokration Hospital, Athens, Greece
| | | | - Dimitrios Daoussis
- Department of Rheumatology, Patras University Hospital, Faculty of Medicine, University of Patras Medical School, Patras, Greece
| | - Konstantinos Melissaropoulos
- Department of Rheumatology, Patras University Hospital, Faculty of Medicine, University of Patras Medical School, Patras, Greece
| | | | - George Kitas
- Department of Rheumatology, Dudley Group NHS Foundation Trust, Russells Hall Hospital, Dudley, West Midlands, United Kingdom
| | - Theodoros Dimitroulas
- Fourth Department of Internal Medicine, Hippokration University Hospital, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
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19
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Ae R, Abrams JY, Maddox RA, Schonberger LB, Nakamura Y, Kuwabara M, Makino N, Matsubara Y, Matsubara D, Kosami K, Sasahara T, Belay ED. Outcomes in Kawasaki disease patients with coronary artery abnormalities at admission. Am Heart J 2020; 225:120-128. [PMID: 32497905 DOI: 10.1016/j.ahj.2020.04.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 04/27/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND Previous studies demonstrated that coronary artery lesions (CALs) resulting from Kawasaki disease (KD) can improve over time. However, limited information is available on sub-acute outcomes of CALs detected at admission during KD illness. METHODS The nationwide Japanese KD survey contained substantial information on KD patients with CALs detected at admission and who received standard IVIG treatment within 10 days of disease onset. Coronary outcomes were evaluated by changes in CALs from admission to the first assessment at 30 days from disease onset in three categories: improved, unchanged, and progressed. Ordinal logistic regression analysis was performed to evaluate factors associated with the outcomes. RESULTS Of 2024 patients with CALs detected at admission, improved, unchanged, and progressed outcomes were found in 1548 (76.5%), 390 (19.3%), and 86 (4.2%), respectively. Over 80% of patients with coronary artery (CA) dilatations had improved outcome. Independent factors associated with worse outcomes were larger-size CALs (adjusted ORs [95% CIs]: CA aneurysm = 5.13 [3.65-7.22] and giant CA aneurysms = 7.49 [3.56-15.72] compared with CA dilatation, respectively), age ≥ 60 months (1.45 [1.08-1.94] compared with 12-59 months), recurrent KD (1.57 [1.07-2.29]), parental history of KD (2.23 [1.02-4.85]), and delayed admission (8-10 days from disease onset: 1.76 [1.21-2.57] compared with 1-4 days). CONCLUSIONS KD patients with larger CALs, ≥60 months old, and with recurrent status or parental history may require more rigorous treatment. In addition, delayed admission may result in worse coronary outcome, indicating that prompt diagnosis and treatment are required.
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Liu L, Luo C, Hua Y, Wu M, Shao S, Liu X, Zhou K, Wang C. Risk factors associated with progression and persistence of small- and medium-sized coronary artery aneurysms in Kawasaki disease: a prospective cohort study. Eur J Pediatr 2020; 179:891-900. [PMID: 31980953 DOI: 10.1007/s00431-019-03492-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 08/10/2019] [Accepted: 09/27/2019] [Indexed: 02/05/2023]
Abstract
To identify the risk factors of progression and persistence of small- and medium-sized coronary artery aneurysm (CAA) in a contemporary cohort of patients with Kawasaki disease (KD) and to determine the relationship between CAA progression and persistence. A total of 89 KD patients with small- and medium-sized CAA were prospectively enrolled. All patients were followed up at least for 2 years by serial echocardiography. Multivariate logistic regression analysis was conducted to evaluate independent risk factors for CAA progression and persistence. A total of 46 (51.7%) and 73 (82.0%) patients showed echocardiographic CAA regression by 1 month and 24 months of follow-up, respectively. CAA progression was documented in 12 (13.5%) patients during follow-up. The initial aneurysm size according to CAA classification (OR 0.089, 95% CI 0.013-0.634, P = 0.016) and CAA progression (OR 42.618, 95% CI 3.740-485.6, P = 0.003) were independently associated with CAA persistence. The number of involved coronary arteries (OR 0.223, 95% CI 0.065-0.767, P = 0.015) and lymphocyte proportion (OR 1.327, 95% CI 1.019-1.727, P = 0.040) were independently associated with CAA progression.Conclusion: Patients with KD and greater initial aneurysm size, CAA progression, more involved coronary arteries, and lower lymphocyte proportion may require intensive cardiac monitoring and adjuvant therapies.What is Known:• Long-term outcomes of patients with KD and CAA are primarily driven by the consequences of CAA regression and progression.• Regression and progression occurs more frequently in patients with small- and medium-sized CAAs, and less frequently for giant CAAs.What is New:• The CAA size at diagnosis, NCAI, and the proportion of lymphocytes are presumably associated with the small- and medium-sized CAA persistence or CAA progression.• The CAA progression was associated with CAA persistence.
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Affiliation(s)
- Lei Liu
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, No. 20, Section 3, People South Road, Chengdu, 610041, Sichuan, China
- West China Medical School of Sichuan University, Chengdu, Sichuan, China
| | - Chunyan Luo
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yimin Hua
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, No. 20, Section 3, People South Road, Chengdu, 610041, Sichuan, China
- The Cardiac Development and Early Intervention Unit, West China Institute of Women and Children's Health, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Mei Wu
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, No. 20, Section 3, People South Road, Chengdu, 610041, Sichuan, China
- West China Medical School of Sichuan University, Chengdu, Sichuan, China
| | - Shuran Shao
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, No. 20, Section 3, People South Road, Chengdu, 610041, Sichuan, China
- West China Medical School of Sichuan University, Chengdu, Sichuan, China
| | - Xiaoliang Liu
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, No. 20, Section 3, People South Road, Chengdu, 610041, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Kaiyu Zhou
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, No. 20, Section 3, People South Road, Chengdu, 610041, Sichuan, China.
- The Cardiac Development and Early Intervention Unit, West China Institute of Women and Children's Health, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, Sichuan, China.
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Chuan Wang
- Department of Pediatric Cardiology, West China Second University Hospital, Sichuan University, No. 20, Section 3, People South Road, Chengdu, 610041, Sichuan, China.
- The Cardiac Development and Early Intervention Unit, West China Institute of Women and Children's Health, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, Sichuan, China.
- Key Laboratory of Development and Diseases of Women and Children of Sichuan Province, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.
- Department of Pediatrics, West China Second University Hospital, Sichuan University, No. 20, 3rd section, South Renmin Road, Chengdu, 610041, China.
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Retrospective study of the course, treatment and long-term follow-up of Kawasaki disease: a single-center experience from Poland. Rheumatol Int 2019; 39:1069-1076. [PMID: 30903369 DOI: 10.1007/s00296-019-04286-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 03/13/2019] [Indexed: 12/12/2022]
Abstract
Kawasaki disease (KD) is an acute, self-limited, systemic vasculitis and the most common cause of acquired coronary artery disease in pediatric population in the developed countries. It occurs mostly in Asian countries; however, due to better access to diagnostic and imaging tests, it is more frequently diagnosed among pediatric patients in Poland. The aim of this study was to describe the clinical course with special interest in cardiac involvement, treatment and follow-up of Polish patients with KD. It is a single-center retrospective study. Clinical features (including coronary involvement), laboratory results and treatment were evaluated. In our study group, we observed elevated levels of indicators of inflammation: erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), leukocytosis, platelet count, fibrinogen, D-dimer and ferritin. We also noticed changes in lipid profile and liver enzymes. Twenty-four patients were diagnosed with coronary artery abnormalities. Mean day of treatment equaled 9th day of the disease. Kawasaki disease should be suspected in all pediatric patients who have fever lasting 5 days, or more particularly those under 5 years of age. It is very important to apply treatment within the first 10 days of disease due to the high risk of cardiovascular complications. Each child should have echocardiography on admission, around 14th day of the disease, after 4-6 weeks from the onset of symptoms, as well as long-term observation at least once a year due to the fact that the inflammatory process and changes in the lipid profile increase the risk of atherosclerosis. Children with coronary aneurysms should undergo check-ups every 6 months.
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