1.Machine learning modeling identifies hypertrophic cardiomyopathy subtypes with genetic signature.
Jiaqi DAI ; Tao WANG ; Ke XU ; Yang SUN ; Zongzhe LI ; Peng CHEN ; Hong WANG ; Dongyang WU ; Yanghui CHEN ; Lei XIAO ; Hao LIU ; Haoran WEI ; Rui LI ; Liyuan PENG ; Ting YU ; Yan WANG ; Zhongsheng SUN ; Dao Wen WANG
Frontiers of Medicine 2023;17(4):768-780
Previous studies have revealed that patients with hypertrophic cardiomyopathy (HCM) exhibit differences in symptom severity and prognosis, indicating potential HCM subtypes among these patients. Here, 793 patients with HCM were recruited at an average follow-up of 32.78 ± 27.58 months to identify potential HCM subtypes by performing consensus clustering on the basis of their echocardiography features. Furthermore, we proposed a systematic method for illustrating the relationship between the phenotype and genotype of each HCM subtype by using machine learning modeling and interactome network detection techniques based on whole-exome sequencing data. Another independent cohort that consisted of 414 patients with HCM was recruited to replicate the findings. Consequently, two subtypes characterized by different clinical outcomes were identified in HCM. Patients with subtype 2 presented asymmetric septal hypertrophy associated with a stable course, while those with subtype 1 displayed left ventricular systolic dysfunction and aggressive progression. Machine learning modeling based on personal whole-exome data identified 46 genes with mutation burden that could accurately predict subtype propensities. Furthermore, the patients in another cohort predicted as subtype 1 by the 46-gene model presented increased left ventricular end-diastolic diameter and reduced left ventricular ejection fraction. By employing echocardiography and genetic screening for the 46 genes, HCM can be classified into two subtypes with distinct clinical outcomes.
2.Catheter ablation versus medical therapy for atrial fibrillation with prior stroke history: a prospective propensity score-matched cohort study.
Wen-Li DAI ; Zi-Xu ZHAO ; Chao JIANG ; Liu HE ; Ke-Xin YAO ; Yu-Feng WANG ; Ming-Yang GAO ; Yi-Wei LAI ; Jing-Rui ZHANG ; Ming-Xiao LI ; Song ZUO ; Xue-Yuan GUO ; Ri-Bo TANG ; Song-Nan LI ; Chen-Xi JIANG ; Nian LIU ; De-Yong LONG ; Xin DU ; Cai-Hua SANG ; Jian-Zeng DONG ; Chang-Sheng MA
Journal of Geriatric Cardiology 2023;20(10):707-715
BACKGROUND:
Patients with atrial fibrillation (AF) and prior stroke history have a high risk of cardiovascular events despite anticoagulation therapy. It is unclear whether catheter ablation (CA) has further benefits in these patients.
METHODS:
AF patients with a previous history of stroke or systemic embolism (SE) from the prospective Chinese Atrial Fibrillation Registry study between August 2011 and December 2020 were included in the analysis. Patients were matched in a 1:1 ratio to CA or medical treatment (MT) based on propensity score. The primary outcome was a composite of all-cause death or ischemic stroke (IS)/SE.
RESULTS:
During a total of 4.1 ± 2.3 years of follow-up, the primary outcome occurred in 111 patients in the CA group (3.3 per 100 person-years) and in 229 patients in the MT group (5.7 per 100 person-years). The CA group had a lower risk of the primary outcome compared to the MT group [hazard ratio (HR) = 0.59, 95% CI: 0.47-0.74, P < 0.001]. There was a significant decreasing risk of all-cause mortality (HR = 0.43, 95% CI: 0.31-0.61, P < 0.001), IS/SE (HR = 0.73, 95% CI: 0.54-0.97, P = 0.033), cardiovascular mortality (HR = 0.32, 95% CI: 0.19-0.54, P < 0.001) and AF recurrence (HR = 0.33, 95% CI: 0.30-0.37, P < 0.001) in the CA group compared to that in the MT group. Sensitivity analysis generated consistent results when adjusting for time-dependent usage of anticoagulants.
CONCLUSIONS
In AF patients with a prior stroke history, CA was associated with a lower combined risk of all-cause death or IS/SE. Further clinical trials are warranted to confirm the benefits of CA in these patients.
3.Epidemiological characteristics of influenza in Mianyang, Sichuan, 2019-2021
WEN Yan ; CHEN Hua ; LIU Shi-an ; YANG Xiao-rong ; CHEN Guo ; DAI Yu-ke
China Tropical Medicine 2023;23(1):64-
Objective To understand the epidemiological and etiological characteristics of influenza in Mianyang City
from 2019 to 2021, so as to provide a basis for the prevention and control of influenza. Methods Influenza surveillance data
in Mianyang City from 2019 to 2021 were collected and analyzed statistically. Results A total of 55 970 cases of influenza
were reported in Mianyang City from 2019 to 2021, with an average annual incidence of 388.08/100 000. A total of 103 723
cases of influenza -like illness cases (ILI) were reported, with an average annual ILI% of 3.58%. The incidence, ILI% , and
positive detection rates of influenza were all far higher than those in the corresponding period in 2019. The classification of the
population is mainly composed of students under the age of 15. The top three reported cases were Fucheng District (20 118,
35.94%), Youxian District (6 394, 11.42%) and Jiangyou District (5 800, 10.36%). 10 126 samples of ILI were received and
detected, with a positive rate of 19.53%, the positive rate of ILI samples was mainly students under 15 years old. The dominant
strains of influenza viruses showed an alternating trend over the years, and A (H3) was the predominant type in 2019. Except for
2 A (H9) strains detected in 2021, the rest were all BV strains. Due to the impact of COVID-19 in 2020, the positive detection
rate was low throughout the year. 43 outbreaks of ILI were reported, which were mainly occurred in winter, and most of them
were in primary schools. Conclusion From 2019 to 2021, the characteristics of cases, ILI, pathogen surveillance and
outbreak events of influenza in Mianyang City are basically the same, with students under 15 years of age and schools
remaining the key population and sites of concern. the importance of non-pharmaceutical interventions for influenza prevention
and control is further evidenced by the low incidence of influenza during the COVID-19 pandemic.
4.Development and application syndromic surveillance and early warning system in border area in Yunnan Province.
Xiao Xiao SONG ; Le CAI ; Wei LIU ; Wen Long CUI ; Xia PENG ; Qiong Fen LI ; Yi DONG ; Ming Dong YANG ; Bo Qian WU ; Tao Ke YUE ; Jian Hua FAN ; Yuan Yuan LI ; Yan LI
Chinese Journal of Epidemiology 2023;44(5):845-850
Objective: To establish a dynamic syndromic surveillance system in the border areas of Yunnan Province based on information technology, evaluate its effectiveness and timeliness in the response to common communicable disease epidemics and improve the communicable disease prevention and control in border areas. Methods: Three border counties were selected for full coverage as study areas, and dynamic surveillance for 14 symptoms and 6 syndromes were conducted in medical institutions, the daily collection of information about students' school absence in primary schools and febrile illness in inbound people at border ports were conducted in these counties from January 2016 to February 2018 to establish an early warning system based on mobile phone and computer platform for a field experimental study. Results: With syndromes of rash, influenza-like illness and the numbers of primary school absence, the most common communicable disease events, such as hand foot and mouth disease, influenza and chickenpox, can be identified 1-5 days in advance by using EARS-3C and Kulldorff time-space scanning models with high sensitivity and specificity. The system is easy to use with strong security and feasibility. All the information and the warning alerts are released in the form of interactive charts and visual maps, which can facilitate the timely response. Conclusions: This system is highly effective and easy to operate in the detection of possible outbreaks of common communicable diseases in border areas in real time, so the timely and effective intervention can be conducted to reduce the risk of local and cross-border communicable disease outbreaks. It has practical application value.
Humans
;
Influenza, Human
;
Sentinel Surveillance
;
Syndrome
;
China
;
Cell Phone
5.Multi-responsive nanotheranostics with enhanced tumor penetration and oxygen self-producing capacities for multimodal synergistic cancer therapy.
Shuangquan GOU ; Nanxi CHEN ; Xiaoai WU ; Menghang ZU ; Shixiong YI ; Binwu YING ; Fangyin DAI ; Bowen KE ; Bo XIAO
Acta Pharmaceutica Sinica B 2022;12(1):406-423
Incorporation of multiple functions into one nanoplatform can improve cancer diagnostic efficacy and enhance anti-cancer outcomes. Here, we constructed doxorubicin (DOX)-loaded silk fibroin-based nanoparticles (NPs) with surface functionalization by photosensitizer (N770). The obtained nanotheranostics (N770-DOX@NPs) had desirable particle size (157 nm) and negative surface charge (-25 mV). These NPs presented excellent oxygen-generating capacity and responded to a quadruple of stimuli (acidic solution, reactive oxygen species, glutathione, and hyperthermia). Surface functionalization of DOX@NPs with N770 could endow them with active internalization by cancerous cell lines, but not by normal cells. Furthermore, the intracellular NPs were found to be preferentially retained in mitochondria, which were also efficient for near-infrared (NIR) fluorescence imaging, photothermal imaging, and photoacoustic imaging. Meanwhile, DOX could spontaneously accumulate in the nucleus. Importantly, a mouse test group treated with N770-DOX@NPs plus NIR irradiation achieved the best tumor retardation effect among all treatment groups based on tumor-bearing mouse models and a patient-derived xenograft model, demonstrating the unprecedented therapeutic effects of trimodal imaging-guided mitochondrial phototherapy (photothermal therapy and photodynamic therapy) and chemotherapy. Therefore, the present study brings new insight into the exploitation of an easy-to-use, versatile, and robust nanoplatform for programmable targeting, imaging, and applying synergistic therapy to tumors.
6.Not Available.
Ke ke DAI ; Yang LI ; Xiao mei QIAN ; Hong xi HUANG
Journal of Forensic Medicine 2022;38(4):565-567
7.Value of contrast-enhanced ultrasound combined with percutaneous ultrasound-guided fine-needle aspiration in the diagnosis of solid pancreatic lesions
Yang GUI ; Menghua DAI ; Zhilan MENG ; Xiaoyan CHANG ; Li TAN ; Jing ZHANG ; Xueqi CHEN ; Tongtong ZHOU ; Qing ZHANG ; Mengsu XIAO ; Ke LYU ; Yuxin JIANG
Chinese Medical Journal 2022;135(4):426-432
Background::Contrast-enhanced ultrasound (CEUS) can detect lesions hidden in inflammatory regions and find necrosis or areas of severe fibrosis within the lesion. This retrospective study aimed to compare the diagnostic accuracy of solid pancreatic lesions using percutaneous ultrasound (US)-guided fine-needle aspiration (FNA) with or without CEUS assessment.Methods::Clinical, imaging, and pathologic data of 181 patients from January 2014 to December 2018 in Pecking Union Medical College Hospital, with solid pancreatic masses who underwent percutaneous US-FNA and ThinPrep cytologic test were retrospectively evaluated. Patients were divided into CEUS and US groups according to whether CEUS was performed before the biopsy. According to FNA cytology diagnoses, we combined non-diagnostic, neoplastic, and negative cases into a negative category. The positive category included malignant, suspicious, and atypical cases. The final diagnosis was confirmed by pathology or clinical and radiological follow-up for at least 12 months. The sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy of US-FNA were evaluated between the two groups.Results::This study enrolled 107 male and 74 female patients (average age: 60 years). There were 58 cases in the US group and 123 cases in the CEUS group. No statistically significant differences in age, gender, or lesion size were found between the two groups. The diagnostic accuracy of the CEUS group was 95.1% (117/123), which was higher than the 86.2% (50/58) observed in the US group ( P = 0.036). The sensitivity, specificity, PPV, and NPV of the CEUS group were increased by 7.5%, 16.7%, 3.4%, and 18.8%, respectively, compared with the US group. However, the differences of the two groups were not statistically significant. Conclusions::Compared with the conventional US, the use of CEUS could improve the biopsy accuracy and avoid the need for a repeat biopsy, especially for some complicated FNA cases.
8.Executive function correlates with community integration after a traumatic brain injury
Jing DAI ; Ke HAO ; Lu XIAO ; Maozhu LIU ; Shaohu XIAO ; Wei FAN
Chinese Journal of Physical Medicine and Rehabilitation 2021;43(10):880-884
Objective:To explore the relationship between executive functioning and community integration after a traumatic brain injury and to identify the main factors influencing community integration.Methods:A cross-sectional study of 30 traumatic brain injury survivors was conducted recording their gender, age, years of education, days in coma, living status and mobility. Their executive functioning was assessed using the Disorders of Executive Function Questionnaire (DEX) and the Wisconsin Card Sorting Test (WCST). Their community integration was evaluated using the Community Integration Questionnaire (CIQ). The independent correlations of demographic characteristics, life status, mobility and executive functioning with CIQ score were quantified.Results:The average total CIQ score was negatively correlated with the average WCST-RP, DEX and WCST-RPE scores, but it was positively correlated with mobility. It was also significantly correlated with life status. DEX scores and WCST-RP scores were significant independent predictors of community integration. The average CIQ family integration score was negatively correlated with days spent in a coma and significantly correlated with living status. The average CIQ social integration score was positively correlated with mobility (and negatively correlated with DEX, WCST-RP and WCST-RPE score. WCST-RP score and mobility were significant independent predictors of CIQ social integration scores. The average CIQ productive activity scores correlated negatively with the DEX, WCST-RP and WCST-RPE scores, and with the DEX and WCST-RP executive function scores. They were significant independent predictors of CIQ productive activity scores.Conclusions:Executive functioning can predict community integration, especially its social integration dimension.
9.Association between serum trace elements and core symptoms in children with autism spectrum disorder: a national multicenter survey.
Xin-Hui ZHANG ; Ting YANG ; Jie CHEN ; Li CHEN ; Ying DAI ; Fei-Yong JIA ; Li-Jie WU ; Yan HAO ; Ling LI ; Jie ZHANG ; Xiao-Yan KE ; Ming-Ji YI ; Qi HONG ; Jin-Jin CHEN ; Shuan-Feng FANG ; Yi-Chao WANG ; Qi WANG ; Chun-Hua JIN ; Ting-Yu LI
Chinese Journal of Contemporary Pediatrics 2021;23(5):445-450
OBJECTIVE:
To study the association of serum levels of trace elements with core symptoms in children with autism spectrum disorder (ASD).
METHODS:
From September 2018 to September 2019, an investigation was performed for 1 020 children with ASD and 1 038 healthy children matched for age and sex in the outpatient service of grade A tertiary hospitals and special education institutions in 13 cities of China. Autism Behavior Checklist (ABC), Social Responsiveness Scale (SRS), and Childhood Autism Rating Scale (CARS) were used to assess the core symptoms of the children with ASD. The inductively coupled plasma mass spectrometry was used to measure serum levels of trace elements magnesium, iron, copper, and zinc.
RESULTS:
The children with ASD had significantly lower serum levels of magnesium, copper, and zinc than the healthy children (
CONCLUSIONS
The serum levels of magnesium and zinc may be associated with core symptoms in children with ASD, which requires further studies. The nutritional status of trace elements should be monitored for children with ASD in clinical practice.
Autism Spectrum Disorder
;
Child
;
China
;
Copper/analysis*
;
Humans
;
Trace Elements/analysis*
;
Zinc
10.Clinical features and risk factors associated with severe COVID-19 patients in China.
Ning JIANG ; Yan-Nan LIU ; Jing BAO ; Ran LI ; Wen-Tao NI ; Xing-Yu TAN ; Yu XU ; Li-Ping PENG ; Xiao-Rong WANG ; Yi-Ming ZENG ; Dai-Shun LIU ; Qing XUE ; Jia-Shu LI ; Ke HU ; Ya-Li ZHENG ; Zhan-Cheng GAO
Chinese Medical Journal 2021;134(8):944-953
BACKGROUND:
Coronavirus disease 2019 (COVID-19), which is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has rapidly spread throughout the world. In this study, we aimed to identify the risk factors for severe COVID-19 to improve treatment guidelines.
METHODS:
A multicenter, cross-sectional study was conducted on 313 patients hospitalized with COVID-19. Patients were classified into two groups based on disease severity (nonsevere and severe) according to initial clinical presentation. Laboratory test results and epidemiological and clinical characteristics were analyzed using descriptive statistics. Univariate and multivariate logistic regression models were used to detect potential risk factors associated with severe COVID-19.
RESULTS:
A total of 289 patients (197 nonsevere and 92 severe cases) with a median age of 45.0 (33.0, 61.0) years were included in this study, and 53.3% (154/289) were male. Fever (192/286, 67.1%) and cough (170/289, 58.8%) were commonly observed, followed by sore throat (49/289, 17.0%). Multivariate logistic regression analysis suggested that patients who were aged ≥ 65 years (OR: 2.725, 95% confidence interval [CI]: 1.317-5.636; P = 0.007), were male (OR: 1.878, 95% CI: 1.002-3.520, P = 0.049), had comorbid diabetes (OR: 3.314, 95% CI: 1.126-9.758, P = 0.030), cough (OR: 3.427, 95% CI: 1.752-6.706, P < 0.001), and/or diarrhea (OR: 2.629, 95% CI: 1.109-6.231, P = 0.028) on admission had a higher risk of severe disease. Moreover, stratification analysis indicated that male patients with diabetes were more likely to have severe COVID-19 (71.4% vs. 28.6%, χ2 = 8.183, P = 0.004).
CONCLUSIONS
The clinical characteristics of those with severe and nonsevere COVID-19 were significantly different. The elderly, male patients with COVID-19, diabetes, and presenting with cough and/or diarrhea on admission may require close monitoring to prevent deterioration.
Adult
;
COVID-19/pathology*
;
China/epidemiology*
;
Comorbidity
;
Cough
;
Cross-Sectional Studies
;
Diarrhea
;
Female
;
Humans
;
Male
;
Middle Aged
;
Retrospective Studies
;
Risk Factors

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