1.A real-time process monitoring scheme for blood center NAT using the median of internal control CT value
Yuntao XU ; Jiaqiang ZHU ; Zuomei YIN ; Li MU ; Huiping ZHANG ; Xingfeng ZHANG ; Lijing QIAO
Chinese Journal of Blood Transfusion 2026;39(3):391-396
Objective: To establish a real-time quality control scheme based on the median (MD-IC) of internal control cycle threshold value in negative samples (NEG-IC-CT), so as to monitor anomalies such as progressive drift in nucleic acid testing system not covered by conventional internal quality control (IQC) in blood center nucleic acid laboratories, and to verify its feasibility. Methods: The internal control CT values of 54 426 negative samples were retrospectively collected. These samples were from four reagent batches of the two new and old equipment sets during the operation of the Wantai nucleic acid testing system in our blood center. The daily median of NEG-IC-CT values was used as the research indicator. Control limits were calculated using median absolute deviation (MAD) to construct the Median-MAD quality control chart. The monitoring performance of this scheme for the operation status of the testing system was simultaneously evaluated. Results: Statistical analysis showed significant differences in NEG-IC-CT value distribution between the new and old equipment sets, as well as between the two different reagent batches of the old equipment (P<0.000 1). The NEG-IC-CT value performance of the two different reagent batches of the new equipment was no significant difference in distribution (P>0.05). This scheme identified three typies of distinct anomalies. The out-of-control events observed with the old equipment in both the O1 and O2 reagent batches suggested potential performance decay due to equipment aging. The unreported change of reagent batch in time of Phase B with new equipment caused a stepwise drift on the quality control chart. In the later stage of Phase A with the new equipment, an alert was triggered, indicating potential quality risks associated with practices such as the mixed use of the remaining reagents and extremely long operator working hours. Conclusion: The realtime quality control scheme based on NEG-IC-CT value established in this study has been preliminarily validated for its monitoring effectiveness in nucleic acid testing in our blood center. This scheme performed well in detecting differences among testing systems and reagent batches, serving as an effective supplement to routine internal quality control. It can provide an intuitive and effective evaluation method for monitoring the performance of the nucleic acid testing process at blood center.
2.Association between obesity and six minute walk test distance among children and adolescents
ZHANG Hang, NA Xiaona, YUAN Yuxing, WANG Jinghui, CHEN Lanling, CHEN Lijing, LI Tao, LIANG Xiaohua
Chinese Journal of School Health 2026;47(5):619-623
Objective:
To investigate the associations between childhood obesity and performance of six minute walk test (6MWT), providing evidence for exercise tolerance assessment and exercise intervention strategies for children and adolescents.
Methods:
From March 2021 to December 2023, a cohort study was conducted among students recruited from a primary and secondary school in Chongqing, a total of 709 valid samples were included. The 6MWT was used to assess exercise tolerance, with vital signs measured before and after the test. Anthropometric indicators, including height, weight, and waist circumference, were measured using standardized procedures. Generalized additive models (GAM) and restricted cubic spline (RCS) regression were employed to analyze the nonlinear relationships between obesity related indicators and six minute walk distance (6MWD).
Results:
The mean 6MWD of participants was (602.59±70.73)m. GAM showed that after adjusting for confounding factors, body mass index (BMI) and weight had non linear relationships with 6MWD [effective degrees of freedom were 1.55 and 7.13 respectively], and overweight/obesity was associated with a decrease in 6MWD ( β =-18.65) (all P <0.01). Further RCS regression analysis showed that both BMI and weight showed an "inverted U shaped" non linear relationship with 6MWD in the overall population and sex stratified subgroups; the 6MWD of females was lower than that of males, and it showed a significant downward trend with the increase of BMI or weight (all P <0.05).
Conclusion
Body weight and BMI in children and adolescents have an important impact on 6MWD, and obesity in children and adolescents is markedly associated with decline in exercise tolerance.
3.Needs for rehabilitation in China: Estimates based on the Global Burden of Disease Study 1990-2019.
Tian TIAN ; Lin ZHU ; Qingzhen FU ; Shiheng TAN ; Yukun CAO ; Ding ZHANG ; Mingxue WANG ; Ting ZHENG ; Lijing GAO ; Daria VOLONTOVICH ; Yongchen WANG ; Jinming ZHANG ; Zhimei JIANG ; Hongbin QIU ; Fan WANG ; Yashuang ZHAO
Chinese Medical Journal 2025;138(1):49-59
BACKGROUND:
As an essential part of health services, rehabilitation is of great significance to improve the health and quality of life of the whole population. Accelerating aging calls for a significant expansion of rehabilitation services in China, but rehabilitation needs remain unclear. We conducted the study to explore the rehabilitation needs in China and project the trend of rehabilitation needs from 2020 to 2034.
METHODS:
The data of health conditions that might potentially benefit from rehabilitation were obtained from Global Burden of Disease (GBD) study. Estimated annual percentage changes (EAPCs) were calculated to quantify the trends of the age-standardized rates. Projections of rehabilitation needs were made until 2034 using Bayesian age-period-cohort analysis (BAPC).
RESULTS:
Approximately 460 million persons (33.3% of the total population) need rehabilitation in China, contributing to 63 million years lived with disabilities (YLDs) in 2019. The number of prevalent cases that need rehabilitation increased from around 268 (95% uncertainty interval [UI]: 257-282) million in 1990 to almost 460 (95% UI: 443-479) million in 2019, representing an increase of 71.3%. The highest contribution to the need for rehabilitation was musculoskeletal disorders with about 322 (95% UI: 302-343) million persons in seven aggregate disease and injury categories, and hearing loss with over 95 (95% UI: 84-107) million people among 25 health conditions. Based on the projection results, there will be almost 636 million people (45% of the total population) needing rehabilitation services in China by 2034, representing an increase of 38.3%. The rehabilitation needs of neoplasms, cardiovascular diseases, and neurological disorders are expected to increase significantly from 2019 to 2034, with increases of 102.3%, 88.8% and 73.2%, respectively.
CONCLUSIONS
The need for rehabilitation in China substantially increased over the last 30 years. It is predicted that over two in five people will require rehabilitation by 2034, thus suggesting the need to develop rehabilitation services that meet individuals' rehabilitation needs.
Humans
;
China/epidemiology*
;
Global Burden of Disease
;
Female
;
Male
;
Musculoskeletal Diseases/epidemiology*
;
Rehabilitation/trends*
;
Quality of Life
;
Middle Aged
;
Aged
;
Bayes Theorem
4.Current status and visual analysis of the burn-related sepsis.
Like ZHANG ; Wei YI ; Lijing ZHU ; Weibo XIE ; Zhicheng GU ; Guosheng WU ; Zhaofan XIA
Chinese Critical Care Medicine 2025;37(3):255-261
OBJECTIVE:
To explore the current status, evolution, hot topics, and future research trends in the field of burn-related sepsis research through a visual analysis of literature.
METHODS:
A bibliometric method was employed to retrieve articles related to burn-related sepsis from January 1, 1994, to May 16, 2024, in the China National Knowledge Infrastructure (CNKI) and the Web of Science database. The CiteSpace 6.3.R1 software was used to analyze the retrieved literature. The number of publications, authors, countries, and institutions in both Chinese and English literature was statistically analyzed. Co-occurrence analysis, clustering analysis, and co-citation analysis of keywords were performed.
RESULTS:
A total of 1 090 articles from the CNKI database and 1 143 articles from the Web of Science database were retrieved. Over the past 20 years, the volume of Chinese publications has remained stable, although there has been a slight decline in the past two years. In contrast, the number of English publications, after a period of growth, showed a sharp decline over the past three years. In Chinese literature, 1 457 authors published articles on burn-related sepsis as first authors, with 14 core authors publishing four or more articles. In English literature, 98 authors published articles on burn-related sepsis as first authors. Research on burn-related sepsis was conducted by 76 countries, with the United States having the most collaborations and publications. Globally, 1 349 institutions published articles on burn-related sepsis, with the top institutions being the First Affiliated Hospital of the PLA General Hospital (8 articles) for Chinese literature and the University of Texas Medical Branch (57 articles) for English literature. In the co-occurrence analysis, 208 Chinese keywords and 211 English keywords were included. Excluding keywords related to search terms, the top five most frequent keywords in Chinese literature were burn, sepsis, infection, severe burn, and procalcitonin; the top five most frequent keywords in English literature were sepsis, septic shock, mortality, injury, and burn injury. Chinese keyword analysis identified six clusters, with the largest being sepsis, followed by procalcitonin, infection, and severe burn. English keyword analysis identified seven clusters, with the largest being expression, followed by epidemiology, inhalation injury, and acute kidney injury. The persistent clusters in Chinese literature were procalcitonin, with recent emerging nodes being severe burn, inflammatory response, platelets, and predictive value. In English literature, the persistent clusters were inhalation injury and nitric oxide, with recent emerging nodes being continuous renal replacement therapy, hemorrhagic shock, and early enteral nutrition. The longest-lasting emergent keyword in Chinese literature was delayed resuscitation (2003-2010), with the highest emergent strength being severe burn. In English literature, the longest-lasting emergent keywords, each lasting five years, were nitric oxide (2007-2012), management (2019-2024), and impact (2019-2024), with the highest emergent strength being thermal injury.
CONCLUSIONS
Research on burn-related sepsis has shifted from focusing on early studies on pathogenesis and mortality to focus on prevention, treatment, and early diagnosis. Future research is expected to focus on early diagnosis and risk factors of burn-related sepsis.
Burns/complications*
;
Sepsis/etiology*
;
Humans
;
Bibliometrics
;
China
5.Application of time series and machine learning models in predicting the trend of sickness absenteeism among primary and secondary school students in Shanghai
WANG Zhengzhong, ZHANG Zhe, ZHOU Xinyi, YUAN Linlin, ZHAI Yani, SUN Lijing, LUO Chunyan
Chinese Journal of School Health 2025;46(3):426-430
Objective:
To analyze the temporal variation patterns of sickness absenteeism among primary and secondary school students in Shanghai, so as to explore models suitable for predicting peaks and intensity of absenteeism rates.
Methods:
The seasonal and trend decomposition using loess (STL) method was used to analyze the seasonal and long term trend changes in sickness absenteeism among primary and secondary school students from September 1 in 2010 to June 30 in 2018, in Shanghai. A hierarchical clustering method based on Dynamic Time Warping (DTW) was employed to classify absenteeism symptoms with similar temporal patterns. Based on historical data, the study constructed and evaluated different time series algorithms and machine learning models to optimize the accuracy of predicting the trend of sickness absenteeism.
Results:
During the research period, the average new absenteeism rate due to illness was 16.86 per 10 000 person day for every academic year, and the trend of sickness absenteeism exhibited both seasonality and a long term upward trend, reaching its highest point in the 2017 academic year (22.47 per 10 000 person day). The symptoms of absenteeism were divided into three categories: high incidence in winter and spring (respiratory symptoms, fever and general discomfort, etc.), high incidence in summer (eye symptoms, nosebleeds, etc.) and those without obvious seasonality (skin symptoms, accidental injuries, etc.).The constructed time series models effectively predicted the trend of absenteeism due to illness, although the accuracy of predicting peak intensity was relatively low. Among them, the multi layer perceptron (MLP) model performed the best, with an root mean squared error (RMSE) of 8.96 and an mean absolute error (MAE) of 4.37, reducing 36.51% and 39.02% compared to the baseline model.
Conclusion
Time series models and machine learning algorithms could effectively predict the trend of sickness absenteeism, and corresponding prevention and control measures can be taken for absenteeism caused by different symptoms during peak periods.
6.Study on the Differences of Indicators of Different Syndrome Types of Chronic Heart Failure and the Influencing Factors of Qi Deficiency and Blood Stasis Syndrome
Lan WEI ; Rui ZHUANG ; Ce WANG ; Haixia LAI ; Lijing ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):148-153
Objective To investigate the differences and influencing factors of chronic heart failure(CHF)with qi deficiency and blood stasis syndrome and with other TCM syndrome types.Methods Totally 354 CHF patients from Dongzhimen Hospital of Beijing University of Chinese Medicine were enrolled from January 2019 to December 2023,including 242 cases of qi deficiency and blood stasis syndrome,52 cases of qi and yin deficiency and blood stasis syndrome,and 60 cases of yang qi deficiency and blood stasis syndrome.The general demographic sociological characteristics of patients with each syndrome type,the New York Heart Association cardiac function classification(NYHA classification),and the heart failure classification were collected.The cardiac function-related indexes and laboratory examination indicators were detected.The Minnesota Heart Failure Patients'Life Questionnaire(MLHFQ)was used to evaluate the quality of life of the patients in three areas:physical,emotional and other three domains.The differences of the above factors among patients with different syndrome types were compared,and a disordered multi-categorical logistics regression model of TCM syndrome types was constructed to analyze the association between the above factors and qi deficiency and blood stasis syndrome.Traditional Chinese Medicine Inheritance Calculation Platform 3.0 was used to analyze the frequency,property,taste and meridian tropism of prescription drugs.Results The proportion of patients with NYHAⅡ qi deficiency and blood stasis syndrome was higher than that of the group with qi and yin deficiency and blood stasis syndrome(P<0.05);the left ventricular ejection fraction in patients with yang qi deficiency and blood stasis pattern was significantly lower than that in patients with qi deficiency and blood stasis pattern(P<0.05);and the scores of the body domain,other domain and the total score of the MLHFQ questionnaire in patients with qi deficiency and blood stasis pattern were lower than those of the other two syndrome types(P<0.05);the serum neutrophils(NE%),C-reactive protein(CRP)and interleukin-6(IL-6)in the qi and yin deficiency and blood stasis syndrome were higher than those in the group with qi deficiency and blood stasis syndrome(P<0.05).Multivariate Logistics regression analysis showed that arrhythmia,CRP and IL-6 were independent influencing factors for CHF with qi deficiency and blood stasis syndrome(P<0.05).Totally 284 prescriptions were included,involving 190 kinds of Chinese materia medica.The top 10 were Astragali Radix,Ophiopogonis Radix,Lonicerae Japonicae Flos,Pseudostellariae Radix,Hordei Fructus Germinatus,Galli Gigerii Endothelium Corneumm,Puerariae Lobatue Radix,Scrophulariae Radix,Ziziphi Spinosae Semen and Citri Reticulatae Pericarpium.Conclusion Qi deficiency and blood stasis syndrome is a relatively stable stage of CHF,with cardiac function mainly distributed in grade Ⅱ,Ⅲ,with a relatively high proportion of heart failure with preserved ejection fraction,fewer other underlying diseases,lower inflammatory indicators,and relatively good quality of life.Combined arrhythmia,CRP and IL-6 indicators can be used as an auxiliary basis for syndrome differentiation of qi deficiency and blood stasis syndrome.
7.Relationship between carboxymethyl lysine and type 2 diabetes mellitus combined with sarcopenia
Jianfen WEI ; Xiao ZHANG ; Jie REN ; Minghui CHENG ; Yuqian JIN ; Naijun WU ; Fangfang KAN ; Lijing JIAO
Clinical Medicine of China 2025;41(1):14-19
Objectives:To explore the relationship between carboxymethyl lysine (CML) and type 2 diabetes (T2DM) with myopenia, so as to provide some clinical reference for clinical prevention and early intervention of myopenia.Methods:A case-control study was conducted, selecting 142 T2DM patients admitted to the Endocrinology Department of the Affiliated Hospital of North China University of Science and Technology from November 2022 to November 2023. According to the diagnostic criteria of the 2019 consensus of experts on the diagnosis and treatment of sarcopenia, the patients were divided into a case group (T2DM with sarcopenia, 58 cases) and a control group (T2DM without sarcopenia, 84 cases). Collect and compare general information, serological data, and body composition data of two groups of patients. Two independent sample t-test is used for inter group comparison of metric data that conforms to normal distribution; Non parametric tests are used for inter group comparisons of non normally distributed quantitative data; The comparison of count data between groups is conducted using χ2 test. Multivariate logistic regression analysis was used to analyze the relationship between carboxymethyl lysine and type 2 diabetes with myopenia. Draw receiver operating characteristic (ROC) curves and analyze the efficacy of carboxymethyllysine in diagnosing T2DM with muscle atrophy. Results:Univariate analysis showed the BMI ((21.59±3.04) kg/m 2), FINS (4.49 (1.85,9.03) U/L), and FCP ((1.45±0.96) mg/L) levels of the patients in the case group were lower than those in the control group(27.32±3.74) kg/m 2, 6.91 (3.74, 11.99) U/L, (2.64±1.23) mg/L), while age, ((64.67±6.75) years old) of disease duration(12.16±6.69) years, and CML (5.70±2.14 μg/L) were higher than those in the control group ((62.23±7.33) years old, (8.70±8.01) years, (2.38±0.73) μg/L), and the differences were statistically significant (Statistical values were t=9.66, Z=2.86, t=6.46, t=2.02, t=2.70, t=13.17; P values were <0.001, 0.004, <0.001, 0.046, 0.008, <0.001). Multifactorial binary logistic regression analysis showed that CML ( OR(95%CI):3.242 (1.933-5.437)) and BMI ( OR(95%CI):0.636 (0.505-0.801)) were associated with T2DM combined with sarcopenia (all P<0.001). The results of the ROC curve showed that the area under the curve (AUC) of CML was 0.934, and the corresponding optimal cut-off value was 3.038 μg/L. The diagnostic efficacy of CML for the diagnosis of T2DM combined with myasthenia gravis was high, and the diagnostic results were in good agreement with the actual results. Conclusions:Carboxymethyl lysine is associated with T2DM combined with muscle atrophy. CML has a high diagnostic efficacy in diagnosing T2DM combined with muscle atrophy, and it has certain practical value in diagnosing T2DM combined with muscle atrophy.
8.Visualization of the current status and hotspots of sepsis-associated microRNA research
Wei YI ; Lijing ZHU ; Like ZHANG ; Ning SUN ; Zhi LI ; Ping FENG ; Yingying LIU ; Guosheng WU ; Zhaofan XIA
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(4):397-403
Objective To analyze the academic literature on sepsis-related microRNA(miRNA)at worldwide,and to dentify thematic hotspots and future research trends.Methods A bibliometric analysis was employed to retrieve the literature on sepsis-related miRNA published in the core collection of China National Knowledge Infrastructure(CNKI),and Web of Science(WOS)databases from January 1,2010,to January 1,2025,which met the article inclusion criteria,and used CiteSpace 6.3.1 software to perform the co-occurrence analysis of keywords,keyword emergence analysis,and cluster analysison;on the basis of these analyses,the keywords were sorted according to time to generate clustering time line figure to explore the current status and hotspot evolution process of sepsis-related miRNA.Results A total of 135 and 1 278 articles were retrieved from CNKI and the core collection of WOS databases,respectively.The frequency and centrality of keywords such as sepsis,prognosis,microRNA,acute lung injury,acute kidney injury,etc.were high in 135 documents in CNKI;in 1 278 documents in WOS core collection,the frequency and centrality of keywords such as expression,sepsis,inflammation,cells,micrornas,etc.were high;The top 10 keywords in the CNKI database in terms of burst intensity were:microRNA,inflammatory response,inflammatory factor,interleukin-10,tumor necrosis factor-α,acute respiratory distress syndrome,interleukin-35,septic shock,rat,tiny microRNA-155(miR-155);the top 10 keywords in the core collection of the WOS database in terms of burst intensity were:expression,NF-κB,microRNA,cells,induction,pathway,mechanisms,septic shock,mortality,cancer.Representative clustering tags in the CNKI are#0 prognosis,#1 miRNA,#2 septic shock;The representative clustering labels in the core collection of WOS database are#0 acute lung injury,#1 cancer,#2 septic shock,and so on.In CNKI and WOS core databases,the early keywords mainly revolve around the study of inflammatory factors and related mechanisms of sepsis,and the research center gradually shifts to the clinical physiological injuries as well as complications and mortality in the later stage,miRNA-126,AMP-activated protein kinase,interleukin-35 and other keywords have emerged.Among the top 10 most-cited English literature,researchers have paid particular attention to studying various miRNA as potential biomarkers of sepsis,including miR-146a,miR-223 and miR-146.Conclusions There are similarities and differences in the direction and hotspots of sepsis-related miRNA research in China and abroad.The research paradigm of sepsis has gradually shifted from the early clinical observation focusing on the overall complications and prognosis of patients to the basic research centered on the molecular mechanisms of inflammatory factors and signaling pathways.In this context,the study of miRNA as novel biomarkers for sepsis has been increasingly emphasized,and miRNA represent a promising direction for sepsis research,with potential applications both in basic research and clinical treatment.
9.Efficacy of baricitinib combined with ruxolitinib cream in the treatment of six patients with progressive nonsegmental vitiligo: a clinical observation
Tingting ZHU ; Weiran LI ; Zhaobing PAN ; Hao LIU ; Xianfa TANG ; Caihong ZHU ; Hequn HUANG ; Dawei DUAN ; Ruochen ZHANG ; Xiaojian CHEN ; Yang WANG ; Qian XUE ; Jurui ZHANG ; Lijing YANG ; Xuejun ZHANG ; He HUANG ; Bo ZHANG
Chinese Journal of Dermatology 2025;58(9):856-859
Objective:To evaluate the efficacy and safety of baricitinib combined with ruxolitinib cream in the treatment of progressive nonsegmental vitiligo.Methods:Clinical data were retrospectively collected from patients with progressive nonsegmental vitiligo in Boao Super Hospital. All the patients were treated with oral baricitinib daily (2 mg/day for patients weighing ≤ 50 kg; 4 mg/day for those > 50 kg) in combination with topical application of ruxolitinib cream twice daily for 24 consecutive weeks. Disease severity was assessed using the facial vitiligo area scoring index (F-VASI) and total body VASI (T-VASI) at baseline, week 12, and week 24. Adverse reactions were monitored throughout the treatment course.Results:Six patients with progressive nonsegmental vitiligo were collected, including 3 males and 3 females, aged 26 - 42 years, with the disease duration ranging from 0.5 to 25 years. At week 12, 3 patients achieved a 50% ~ < 75% improvement in facial vitiligo lesions (F-VASI 50), 1 patient achieved F-VASI 75 (75% ~ < 90% improvement), and 1 patient achieved T-VASI 50; at week 24, 4 patients achieved F-VASI 50, 1 patient achieved F-VASI 75, 1 patient achieved F-VASI 90 (≥ 90% improvement), and 3 patients achieved T-VASI 50. During the treatment, upper respiratory infection occurred in 1 patient, acne in 1 patient, pruritus in 2 patients, elevation of total cholesterol levels in 2 patients, and increase of high-density lipoprotein levels in 2 patients. No severe adverse events were observed during the treatment.Conclusion:The combination therapy with baricitinib and ruxolitinib cream may have potential efficacy and safety in the treatment of progressive nonsegmental vitiligo.
10.Pathogenesis,Differentiation and Treatment of Pre-Metastatic Niche in Malignant Tumors Based on the Theory of "Toxin Accumulation Damaging Yin"
Shiliang SHAO ; Xiaomin NIU ; Yao ZHANG ; Lijing JIAO ; Ling XU
Journal of Traditional Chinese Medicine 2025;66(23):2426-2432
According to the theory of "toxin accumulation damaging yin", the accumulation of pathological products and the disruption of homeostasis in the pre-metastatic niche (PMN) of malignant tumors correspond to "toxin accumulation" and "yin damage" respectively. During the dynamic evolution of PMN, the main pathogenesis in the initial stage is healthy qi deficiency and phlegm congestion, obstruction in the ying (营) and wei (卫) level, for which the therapeutic approach is fortifying spleen and warming yang, reinforcing healthy qi, consolidating the root, and assissting in resolving phlegm. In the progression stage, the predominant mechanism is mutual binding of phlegm and stasis, with collateral damage and pathological transformation. Treatment should focus on resolving phlegm and eliminating stasis, using insect-derived medicinals to attack accumulation and block pathological transmission. In the terminal stage, the main pathogenesis involves phlegm-stasis transforming into fire, with depletion of qi and yin, for which it is suggested to replenish qi and nourish yin, combine clearing and tonifying methods to control fire-toxin. After the PMN has formed, pathogenic toxin may flow along the collaterals, tending to lodge in corresponding viscera with functional imbalance and deviation between deficiency and excess, eventually giving rise to malignant tumors. Understanding the pathogenesis of the PMN in the malignant tumors based on the "toxin accumulation damaging yin" theory may provide a valuable perspective for developing traditional Chinese medicine strategies for the prevention and treatment of tumor metastasis.


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