1.Association between the triglyceride to high-density lipoprotein cholesterol ratio and cardiovascular diseases in people living with human immunodeficiency virus: Evidence from a retrospectively cohort study 2005-2022
Liqin SUN ; Yinsong LUO ; Xinyun JIA ; Hui WANG ; Fang ZHAO ; Lukun ZHANG ; Bin JU ; Haiyan WANG ; Duo SHAN ; Yun HE ; Hongzhou LU ; Jiaye LIU
Chinese Medical Journal 2024;137(22):2712-2719
Introduction::The triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio, a novel biomarker for metabolic syndrome (MetS), has been validated in the general population as being significantly correlated with cardiovascular disease (CVD) risk. However, its capabilities to predict CVD in people living with human immunodeficiency virus (HIV; PLWH) remain underexplored.Methods::We conducted a retrospective cohort study of 16,081 PLWH who initiated antiretroviral therapy (ART) at the Third People’s Hospital of Shenzhen (China) from 2005 to 2022. The baseline TG/HDL-C ratio was calculated as TG (mmol/L) divided by HDL-C (mmol/L). We employed a multivariate Cox proportional hazards model to assess the association between the TG/HDL-C ratio and CVD occurrence, using Kaplan-Meier curves and log-rank tests to compare survival distributions. The increase in prediction risk upon the addition of the biomarker to the conventional risk model was examined through the assessment of changes in net reclassification improvement (NRI) and integrated discrimination improvement (IDI). Nonlinear relationships were investigated using a restricted cubic spline plot, complemented by a two-piecewise Cox proportional hazards model to analyze threshold effects.Results::At the median follow-up of 70 months, 213 PLWH developed CVD. Kaplan-Meier curves demonstrated a significant association between the increased risk of CVD and a higher TG/HDL-C ratio (log-rank P <0.001). The multivariate-adjusted Cox proportional hazards regression model indicated that the CVD hazard ratios (HR) (95% confidence intervals [95% CIs]) for Q2, Q3, and Q4 versus Q1 of the TG/HDL-C ratio were 2.07 (1.24, 3.45), 2.17 (1.32, 3.57), and 2.20 (1.35, 3.58), respectively ( P <0.05). The consideration of the TG/HDL-C ratio in the model, which included all significant factors for CVD incidence, improved the predictive risk, as indicated by the reclassification metrics (NRI 16.43%, 95% CI 3.35%-29.52%, P = 0.014). The restriction cubic spline plot demonstrated an upward trend between the TG/HDL-C ratio and the CVD occurrence ( P for nonlinear association = 0.027, P for overall significance = 0.009), with the threshold at 1.013. Significantly positive correlations between the TG/HDL-C ratio and CVD were observed below the TG/HDL-C ratio threshold with HR 5.88 (95% CI 1.58-21.88, P = 0.008), but not above the threshold with HR 1.01 (95% CI 0.88-1.15, P = 0.880). Conclusion::Our study confirms the effectiveness of the TG/HDL-C ratio as a predictor of CVD risk in PLWH, which demonstrates a significant nonlinear association. These findings indicate the potential of the TG/HDL-C ratio in facilitating early prevention and treatment strategies for CVD among PLWH.
2.Finite Element Model Analysis of Hearing Loss Caused by Tympanic Membrane Perforation
Jiaye DING ; Keguang CHEN ; Houguang LIU ; Xinsheng HUANG ; Lei ZHOU
Journal of Audiology and Speech Pathology 2024;32(3):258-264
Objective To investigate the mechanism of hearing loss caused by tympanic membrane(TM)per-foration.Methods We constructed a full ear finite element model,and the personalized finite element model of TM perforation was constructed to simulate hearing loss caused by TM perforation.The difference between the displace-ment response of the basement membrane and the baseline was applied to simulate hearing loss,and the contribution of various components of the middle ear to hearing loss was analyzed to study the mechanism of hearing loss caused by TM perforation.Results If the coupling of the round window membrane and the middle ear air was removed,the hearing loss at the low frequency was about 40 dB,while the high-frequency was the same as the baseline.Re-moval of the coupling between the inner side of the eardrum and the middle ear cavity resulted in a reduction in par-tial low-frequency hearing and an increase in high-frequency hearing loss.The continuous disconnection between the air in the external auditory canal and the air in the middle ear cavity increased the low-frequency hearing loss.How-ever,after the removal of the coupling between the round window membrane and the middle ear air and the connec-tion between the middle ear air and the lateral side of the TM,the original hearing loss of 40 dB at low-frequency dropped to 10 dB.While the removal of the coupling between the middle ear cavity air and the ossicular chain had no significant impact on hearing loss.Conclusion TM perforation may cause hearing loss by both the reduction of sound transmission and the reduction of sound pressure difference between the two sides of TM.The round window membrane can counteract the influence of the hearing loss caused by TM perforation.
3.Epidemiological characteristics of syphilis in Yangzhou from 2013 to 2023
Chun XU ; Jincheng LI ; Wenbin YANG ; Yan JIANG ; Kejiao YANG ; Tianqi ZHOU ; Jiaye LIU
Journal of Clinical Medicine in Practice 2024;28(21):22-27
Objective To analyze the epidemiological characteristics of syphilis in Yangzhou City from 2013 to 2023, to understand the syphilis epidemic trends, and provide a scientific basis for formulating prevention and control strategies. Methods Syphilis case reports in Yangzhou City from 2013 to 2023 were collected through the infectious disease surveillance module of the Chinese Center for Disease Control and Prevention Information System. The annual average reported incidence rate and annual average growth rate were calculated. Descriptive epidemiological methods were employed to analyze the overview of syphilis and its temporal, geographical and demographic distribution characteristics. Linear trend chi-square tests were conducted to analyze the syphilis epidemic trends. Results A total of 19, 457 syphilis cases were reported in Yangzhou City from 2013 to 2023, with an annual average reported incidence rate of 39.17/100, 000. The overall incidence of syphilis showed an upward trend, with the reported incidence rate increasing from 37.26/100, 000 in 2013 to 43.27/100, 000 in 2023 (
4.Exploring the Value Evaluation Framework for High-Value Medical Consumables Access Management in China
Yingyao CHEN ; Yue XIAO ; Liping MA ; Chunlin JIN ; Qing LIU ; Jiaye LENG ; Jiuhong WU ; Libo TAO ; Haiyin WANG ; Minggang WANG ; Wudong GUO ; Li XIE ; Wenbo QI ; Yuanjin JI ; Kun ZHAO ; Shanlian HU
Chinese Health Economics 2023;42(12):3-8
Objective:To construct a value evaluation framework for high-value medical consumables,providing a guidance for medical insurance access and hospital access management scenarios in China.Methods:It conducted literature review,qualitative in-terviews and quantitative surveys.A total of 12 experts were invited for qualitative interviews,while 100 experts from four fields of health technology assessment,medical insurance,hospital management,and clinical practice participated in the quantitative survey.Through those process,it generated the composition of the value framework and the scoring of each item.Differences in ratings be-tween different scenarios and experts were analyzed through chi-square tests.The recommendation level for each item was graded.Re-sults:A comprehensive value evaluation framework for high-value medical consumables was established,which included 6 core dimen-sions,comprised 16 items for secondary dimensions and 50 items for tertiary dimensions.It showed significant differences between the medical insurance access and hospital access scenarios,as well as among different fields of experts in the same scenario.furthermore,grading the items in two scenarios.The medical insurance access scenario had 8 highly recommended items,and the hospital access scenario had 24 highly recommended items.Conclusion:Value evaluation should encourage multi-dimensional assessments and inter-disciplinary participation,continually improving the management of high-value medical consumables in medical insurance and hospital access.
5.Research progress in detection of lung cancer tumor markers by biosensors
Yinglin WANG ; Yafang WU ; Zhiqiang HUANG ; Yachen TIAN ; Jiaye JIANG ; Xiaotian HUANG ; Qing LIU
International Journal of Biomedical Engineering 2022;45(2):157-165
Lung cancer is one of the malignant tumors with the highest morbidity and mortality rate, and effective screening and early diagnosis methods can significantly reduce the morbidity and mortality rate of lung cancer patients. Traditional lung cancer detection methods mainly include imaging tests, sputum cell tests, bronchoscopy, and needle biopsy, but these methods have disadvantages such as being highly invasive, complicated operation processes, prone to false positives, and low detection index. Tumor markers can reflect the occurrence and development of tumors and can monitor the effect of tumor treatment. Therefore, tumor marker detection is of great significance for early cancer diagnosis. Biosensor technology is a new rapid detection technology with promising applications. In recent years, research related to biosensors has been intensified in clinical testing and biomedicine. In this paper, the traditional detection methods for lung cancer were briefly introduced, and the technologies and detection methods related to optical or electrochemical lung cancer tumor marker biosensors based on immunology, nanomaterials, and aptamers were highlighted in recent years, and the future development trend of lung cancer tumor marker biosensors was prospected.
6.Machine Learning Modeling of Protein-intrinsic Features Predicts Tractability of Targeted Protein Degradation
Zhang WUBING ; Burman S.Roy SHOURYA ; Chen JIAYE ; A.Donovan KATHERINE ; Cao YANG ; Shu CHELSEA ; Zhang BONING ; Zeng ZEXIAN ; Gu SHENGQING ; Zhang YI ; Li DIAN ; S.Fischer ERIC ; Tokheim COLLIN ; Liu X.SHIRLEY
Genomics, Proteomics & Bioinformatics 2022;20(5):882-898
Targeted protein degradation(TPD)has rapidly emerged as a therapeutic modality to eliminate previously undruggable proteins by repurposing the cell's endogenous protein degrada-tion machinery.However,the susceptibility of proteins for targeting by TPD approaches,termed"degradability",is largely unknown.Here,we developed a machine learning model,model-free anal-ysis of protein degradability(MAPD),to predict degradability from features intrinsic to protein tar-gets.MAPD shows accurate performance in predicting kinases that are degradable by TPD compounds[with an area under the precision-recall curve(AUPRC)of 0.759 and an area under the receiver operating characteristic curve(AUROC)of 0.775]and is likely generalizable to inde-pendent non-kinase proteins.We found five features with statistical significance to achieve optimal prediction,with ubiquitination potential being the most predictive.By structural modeling,we found that E2-accessible ubiquitination sites,but not lysine residues in general,are particularly associated with kinase degradability.Finally,we extended MAPD predictions to the entire proteome to find 964 disease-causing proteins(including proteins encoded by 278 cancer genes)that may be tractable to TPD drug development.
7.Estimating global prevalence, incidence, and outcomes of non-alcoholic fatty liver disease from 2000 to 2021: systematic review and meta-analysis
Jiaye LIU ; Ye TIAN ; Xia FU ; Chunyang MU ; Menglin YAO ; Yinyun NI ; Yong LIU ; Zhihui LI
Chinese Medical Journal 2022;135(14):1682-1691
Background::The increasing burden of non-alcoholic fatty liver disease (NAFLD) worldwide imposes an emerging public health issue. We perform the current study to estimate the global prevalence, incidence, disease progression, and clinical outcomes of NAFLD.Methods::A systematic search was conducted in Medline, Embase, Web of Science, Google Scholar, and Cochrane CENTRAL that screened articles in English language published from January 2000 to December 2021. NAFLD prevalence, incidence, rate of disease progression, and outcomes were calculated with the DerSimonian-Laird random effects model with arcsine transformation.Results::Our search identified 59,156 records, of which 578 studies fulfilled our inclusion criteria. The overall prevalence of NAFLD was 29.38% (95% confidence interval [CI] 28.09–30.69) regardless of the diagnostic techniques. Looking at the group in which the diagnosis was made by ultrasound exclusively, the pooled prevalence was 30.49% (95% CI 29.55–31.43). NAFLD has become more prevalent during the year 2011–2021 (31.63%, 95% CI 30.23–33.04) compared with year 2000–2010 (27.94%, 95% CI 26.23–29.69). The pooled estimation of non-alcoholic steatohepatitis prevalence was 8.26% (95% CI 1.13–21.01), 46.49% (95% CI 35.93–57.20), and 46.72% (95% CI 37.57–55.98) in general population, NAFLD patients, and severe/morbidly obese patients, respectively. Based on a total of 110,142 newly developed NAFLD patients, the pooled incident rate was estimated as 46.24 cases per 1000 person-years (95% CI 43.21–49.30). In patients with NAFLD, the incident rate of hepatocellular carcinoma was 1.46 (95% CI 0.90–2.03) cases per 1000 person-years. The overall pooled estimate of NAFLD related mortality was 23.91 (95% CI 13.55–37.18) death per 1000 person-years.Conclusions::The prevalence of NAFLD is increasing globally. It is contributing to poor clinical outcomes including hepatocellular carcinoma and death. Rising awareness and urgent actions are warranted to control the NAFLD pandemic across the globe.Registration::PROSPERO, No. CRD42020171104.
8.Research progress in role of programmed cell death-1 on HIV infection, prevention and treatment
Xiaoxiao LIU ; Min ZHUANG ; Hong LING ; Jiaye WANG
Chinese Journal of Microbiology and Immunology 2021;41(6):473-478
Programmed death-1 (PD-1) is an immunosuppressive molecule on the surface of several cells, and functions as a negative regulatory factor in cellular and humoral immune responses via interaction with its ligand PD-L1 or PD-L2. The expression of PD-1 on the peripheral blood lymphocytes of human immunodeficiency virus (HIV) infected people is commonly up-regulated, which not only affects the susceptibility of the virus to target cells and the host′s antiviral immune response, but also affects the effect of antiretroviral therapy. In vitro blocking PD-1/PD-L pathway showed improved HIV-specific immune response of host cells, and PD-1 blockade and/or PD-L1 blockade have been used as an auxiliary means to enhance the efficacy of antiviral therapy and HIV vaccines. This article reviews the progress of the studies on PD-1 in HIV infection, prevention and treatment.
9.A systematic review and meta-analysis of severe risk in patients with common chronic diseases and coronavirus disease 2019
Liang WU ; Ping ZHAO ; Jianjun WANG ; Jiaye LIU ; Xiaoyan JIA ; Jing ZHANG ; Honghong LIU ; Song QING ; Yuanjie FU ; Tao YAN ; Xueyuan JIN ; Yongqian CHENG
Chinese Journal of Infectious Diseases 2021;39(1):2-8
Objective:To systematically review the severe risk in common chronic diseases and coronavirus disease 2019 (COVID-19) cases.Methods:PubMed, Embase, Cochrane Library, China National Knowledge Infrastructure, Wanfang Database, China Biology Medicine disc, medRxiv, SSRN and ChinaXiv were searched for clinical and epidemiological studies that reported chronic diseases in patients with COVID-19. Only studies of severe COVID-19 in comparison with non-severe controls were included. The prevalence rates of chronic diseases including chronic obstructive pulmonary disease (COPD), diabetes mellitus, hypertension, malignant tumor, cardiovascular diseases, cerebrovascular disease, chronic kidney disease, and chronic liver disease were estimated. Pooled odds ratio ( OR) with 95% confidence interval ( CI) between patients with severe COVID-19 and non-severe groups were calculated. R 3.6.3 software was used for meta-analysis. Results:The search yielded 2 455 articles. A total of 19 eligible comparative studies with 4 792 patients were included in a quantitative analysis. Meta-analysis showed that there was a proportion of 55.0% (95% CI 40.0%-80.0%) male among patients with COVID-19, and the overall pooled prevalence of any chronic diseases in COVID-19 cases was 30.4% (95% CI 24.0%-37.0%). The most prevalent comorbidity was hypertension (16.9%(95% CI 14.0%-20.0%)), followed by diabetes mellitus (8.3%(95% CI 8.0%-9.0%)). The proportion of male patients with severe COVID-19 was higher than that of male patients with non-severe COVID-19 (64.4% vs 52.8%, OR=1.49, 95% CI 1.08-2.05, Z=4.63, P<0.01). The prevalence rates of COPD, cerebrovascular disease, diabetes mellitus, chronic kidney disease, hypertension, cardiovascular diseases and malignant tumor in severe COVID-19 patients were higher than those of non-severe patients ( OR=5.77, 95% CI 3.80-8.74; OR=4.47, 95% CI 2.71-7.38; OR=3.55, 95% CI 2.86-4.40; OR=3.05, 95% CI=1.76-5.28; OR=2.82, 95% CI=1.96-3.97; OR=2.39, 95% CI=1.77-3.23; OR=2.15, 95% CI 1.27-3.66, respectively, Z=8.37, 6.01, 11.60, 4.20, 5.46, 5.71, 3.12, all P<0.01). There was no significant difference in the prevalence of chronic liver disease between severe and non-severe patients ( OR=1.35, 95% CI 0.84-2.17, P=0.11). Conclusion:COVID-19 patients with chronic diseases have higher risk of developing severe disease, and the ORs from high to low are COPD, cerebrovascular disease, diabetes mellitus, chronic kidney disease, hypertension, cardiovascular diseases and malignant tumor.
10.Rates and characteristics for hepatitis B reactivation of inactive hepatitis B carriers in rural communities
Xue ZHAO ; Jingjing LYU ; Bingyu YAN ; Yi FENG ; Xuan DOU ; Jiaye LIU ; Aiqiang XU ; Li ZHANG
Chinese Journal of Epidemiology 2021;42(9):1553-1558
Objective:To analyze the intensity and epidemiological characteristics of hepatitis B virus (HBV) reactivation among inactive HBsAg carriers (IHC) of rural areas in Ji'nan.Methods:In 2018 and 2020, follow-up investigations were conducted on IHC identified in the population physical examination in Zhangqiu district of Ji'nan. The results of the two follow-up visits were compared to analyze the incidence and distribution characteristics of HBV reactivation in IHC at the community level.Results:A total of 424 IHC completed two follow-up visits, and 47 cases of HBV reactivation were found, the cumulative reactivation rate was 11.08%, and the incidence density was 5.46/100 person-years. Multivariate analysis showed that gender, age, smoking, drinking , family history of liver disease and chronic diseases were not associated with HBV reactivation ( P>0.05), and baseline HBV DNA load was associated with reactivation ( P<0.05), in the HBV DNA level ≥1 000 IU/ml group, the reactivation rate could reach 18.92%. After reactivation, the mean level of ALT increased from baseline and the abnormal rate increased, liver function tended to be abnormal in reactivated patients. 4 (8.51%) reactivators had hepatitis, and 1 (2.13%) had jaundice hepatitis. Conclusions:The incidence of HBV reactivation was higher among IHC in rural communities in Ji'nan. Most of the reactivators were asymptomatic or mildly reactivated. Follow-up of inactive HBsAg patients should be strengthened and changes in ALT and HBV DNA levels should be closely monitored.


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