1.What Information do Systemic Pathological Changes Bring to the Diagnosis and Treatment of Alzheimer's Disease?
Jinyue ZHOU ; Xiaoli SUN ; Keren WANG ; Min SHEN ; Jingbo YU ; Qi YAO ; Hang HONG ; Chunlan TANG ; Qinwen WANG
Neuroscience Bulletin 2025;41(7):1289-1301
Alzheimer's disease (AD) is regarded as a neurodegenerative disease, and it has been proposed that AD may be a systemic disease. Studies have reported associations between non-neurological diseases and AD. The correlations between AD pathology and systemic (non-neurological) pathological changes are intricate, and the mechanisms underlying these correlations and their causality are unclear. In this article, we review the association between AD and disorders of other systems. In addition, we summarize the possible mechanisms associated with AD and disorders of other systems, mainly from the perspective of AD pathology. Regarding the relationship between AD and systemic pathological changes, we aim to provide a new outlook on the early warning signs and treatment of AD, such as establishing a diagnostic and screening system based on more accessible peripheral samples.
Alzheimer Disease/therapy*
;
Humans
;
Brain/pathology*
2.Establishment of amachine learning-based precision recruitment method at the county level
Xiaoyan FU ; Zihan ZHANG ; Fang ZHAO ; Chunlan ZHOU ; Wenbiao LIANG ; Cheng YU ; Yingzhi YAN ; Wei SI ; Weibin TAN ; Hui XUE
Chinese Journal of Blood Transfusion 2025;38(12):1752-1758
Objective: To establish a machine learning-based precision blood donor recruitment model at the county level and assess its generalizability and applicability. Methods: A retrospective study was conducted using blood donation and SMS recruitment data from the Taicang Branch of the Suzhou Blood Center between 2019 and 2024. Multiple machine learning algorithms were employed, including extreme gradient boosting, support vector machine, k-nearest neighbor, logistic regression, decision tree, random forest, and multilayer perceptron. These were combined with techniques such as synthetic minority oversampling, undersampling, and cost-sensitive learning (using MFE and MSFE loss functions). Model parameters were optimized through grid search to identify the best-performing model. Results: In a prospective comparative study against conventional methods, the machine learning models increased the recruitment success rate among high-willingness donors by an average of 129.15%, and the recruitment efficiency per SMS improved by 125.02% compared with the traditional method. Under full-scale SMS sending, the recruitment rate per SMS increased by 42.61%, and SMS sending efficiency improved by 31.77%, significantly enhancing recruitment performance. Conclusion: This study represents the first application of a machine learning-based precision donor recruitment model at the county-level in China. The precise recruitment framework not only improves recruitment efficiency and reduces recruitment costs but also demonstrates strong scalability and generalizability. It provides a scientific and feasible intelligent pathway to ensure the safety and sustainability of the blood supply.
3.Long non-coding RNA MALAT1 in hematological malignancies and its clinical applications
Chunlan ZHANG ; Yun QIN ; Yu WU ; Heng XU ; Yang SHU
Chinese Medical Journal 2024;137(10):1151-1159
Metastasis-associated lung adenocarcinoma transcript 1 ( MALAT1) is a well-established oncogenic long non-coding RNA, the higher expression of which is strongly correlated with cancer events such as tumorigenesis, progression, metastasis, drug resistance, and treatment outcome in solid cancers. Recently, a series of studies has highlighted its potential role in hematological malignancies in terms of these events. Similar to solid cancers, MALAT1 can regulate various target genes via sponging and epigenetic mechanisms, but the miRNAs sponged by MALAT1 differ from those identified in solid cancers. In this review, we systematically describe the role and underlying mechanisms of MALAT1 in multiple types of hematological malignancies, including regulation of cell proliferation, metastasis, stress response, and glycolysis. Clinically, MALAT1 expression is related to poor treatment outcome and drug resistance, therefore exhibiting potential prognostic value in multiple myeloma, lymphoma, and leukemia. Finally, we discuss the evaluation of MALAT1 as a novel therapeutic target against cancer in preclinical studies.
4.Association between unhealthy lifestyles and diabetic dyslipidemia in occupational population and network analysis
Chunlan MA ; Bin YU ; Yunzhe FAN ; Tingting YE ; Changwei CAI ; Bo YANG ; Honglian ZENG ; Peng JIA ; Shujuan YANG
Chinese Journal of Epidemiology 2024;45(3):425-431
Objective:To understand the influence of unhealthy lifestyle on diabetic dyslipidemia and the key influencing factors in occupational population and provided scientific evidence for the prevention of diabetic dyslipidemia.Methods:Based on baseline data and follow-up data of Southwest Occupational Population Cohort from China Railway Chengdu Group Co., Ltd. during 2021. Diabetic dyslipidemia was defined as diabetes plus one or more forms of dyslipidemia, and unhealthy lifestyle factors included smoking, alcohol consumption, unhealthy dietary patterns, low physical activity, and abnormal BMI. Multivariate logistic regression model was used to analyze the relationship between unhealthy lifestyle scores and diabetic dyslipidemia, network analysis was used to find and explore the key lifestyles influencing glycolipid metabolism.Results:A total of 25 631 subjects were included. People with unhealthy lifestyle score 2 and 3 were 1.93 (95% CI: 1.31-2.86) times and 2.37 (95% CI: 1.60-3.50) times more likely to have diabetes with ≥1 forms of dyslipidemia than those with scores of 0; People with unhealthy lifestyle score 1, 2 and 3 were 1.98 (95% CI: 1.08-3.61) times, 2.87 (95% CI: 1.60-5.14) times and 3.95 (95% CI: 2.22-7.06) times more likely to have diabetes with ≥2 forms of dyslipidemia than those with score 0. Network analysis found that abnormal BMI and HDL-C were the "bridge nodes" that link unhealthy lifestyles with diabetic dyslipidemia. Conclusion:The higher the score of unhealthy lifestyle, the higher the risk for diabetic dyslipidemia, abnormal BMI and HDL-C are key factors influencing the association between unhealthy lifestyle and diabetic dyslipidemia.
5.Changes in the clinical features, treatments, and outcomes of patients with systemic light chain (AL) amyloidosis in Western China, 2010-2022: A multicenter, retrospective, real-world study.
Hongbin YU ; Lei ZHAO ; Jiawei LI ; Chunlan ZHANG ; Qinyu LIU ; Jie ZHOU ; Fang XU ; Jian XIAO ; Ying YUAN ; Siyu YAN ; Yucheng CHEN ; Qing ZHANG ; Huifang SHANG ; Zhangxue HU ; Yu WU
Chinese Medical Journal 2024;137(21):2624-2626
6.Risk factors of early death after lung transplantation in patients with idiopathic pulmonary fibrosis complicated with pulmonary arterial hypertension
Chunlan HU ; Minqiang LIU ; Huizhi YU ; Jing WANG ; Xiaoshan LI ; Bingqing YUE ; Dongxiao HUANG ; Chunxiao HU ; Jingyu CHEN
Chinese Critical Care Medicine 2023;35(2):124-129
Objective:To investigate the risk factors of early death after lung transplantation in patients with idiopathic pulmonary fibrosis (IPF) complicated with pulmonary arterial hypertension (PAH).Methods:A retrospective cohort study was conducted. The clinical data of 134 patients with IPF and PAH who underwent lung transplantation at Wuxi People's Hospital Affiliated to Nanjing Medical University from January 2017 to December 2020 were collected. The donor's gender, age, duration of mechanical ventilation, and cold ischemia time, the recipient's gender, age, body mass index (BMI), smoking, history of hypertension and diabetes, preoperative usage of hormones, mean pulmonary arterial pressure (mPAP), cardiac echocardiography and cardiac function, serum creatinine (SCr), N-terminal pro-brain natriuretic peptide (NT-proBNP) as well as surgical type, extracorporeal membrane oxygenation (ECMO) treatment, duration of operation, and plasma and red blood cell infusion ratio were collected. The cumulative survival rates of patients at 30, 60, and 180 days after lung transplantation were calculated by Kaplan-Meier method. The univariate and multivariate Cox proportional hazards regression models were used to analyze the effects of donor, recipient, and surgical factors on early survival in donors after lung transplantation.Results:The majority of donors were male (80.6%). There was 63.4% of the donors older than 35 years old, 80.6% of the donors had mechanical ventilation duration less than 10 days, and the median cold ischemia time was 465.00 (369.25, 556.25) minutes. The recipients were mainly males (83.6%). Most of the patients were younger than 65 years old (70.9%). Most of them had no hypertension (75.4%) or diabetes (67.9%). The median mPAP of recipients was 36 (30, 43) mmHg (1 mmHg≈0.133 kPa). There were 73 patients with single lung transplantation (54.5%), and 61 with double lung transplantation (45.5%). The survival rates of 134 IPF patients with PAH at 30, 60, 180 days after lung transplantation were 81.3%, 76.9%, and 67.4%, respectively. Univariate Cox proportional risk regression analysis showed that recipient preoperative use of hormone [hazard ratio ( HR) = 2.079, 95% confidence interval (95% CI) was 1.048-4.128], mPAP ≥ 35 mmHg ( HR = 2.136, 95% CI was 1.129-4.044), NT-proBNP ≥ 300 ng/L ( HR = 2.411, 95% CI was 1.323-4.392), New York Heart Association (NYHA) cardiac function classification Ⅲ-Ⅳ ( HR = 3.021, 95% CI was 1.652-5.523) were the risk factors of early postoperative death in patients with IPF complicated with PAH (all P < 0.05). In the multivariable Cox proportional risk regression analysis, recipient preoperative hormone usage (model 1: HR = 2.072, 95% CI was 1.044-4.114, P = 0.037; model 2: HR = 2.098, 95% CI was 1.057-4.165, P = 0.034), NT-proBNP ≥ 300 ng/L ( HR = 2.246, 95% CI was 1.225-4.116, P = 0.009) and NYHA cardiac function classification Ⅲ-Ⅳ ( HR = 2.771, 95% CI was 1.495-5.134, P = 0.001) were independent risk factors of early postoperative death in patients with IPF. Conclusions:Preoperative hormone usage, NT-proBNP ≥ 300 ng/L, NYHA cardiac function classification Ⅲ-Ⅳ are independent risk factors for early death in patients with IPF and PAH after lung transplantation. For these patients, attention should be paid to optimize their functional status before operation. Preoperative reduction of receptor hormone usage and improvement of cardiac function can improve the early survival rate of such patients after lung transplantation.
7.Effect of acute kidney injury on near-term prognosis of the recipients with idiopathic pulmonary fibrosis after lung transplantation
Chunlan HU ; Jing WANG ; Xiaoshan LI ; Huizhi YU ; Bo XU ; Dongxiao HUANG ; Feng LIU ; Chunxiao HU ; Jingyu CHEN
Chinese Journal of Organ Transplantation 2023;44(5):283-290
Objective:To explore the effect of acute kidney injury(AKI)on near-term survival after lung transplantation(LT)in patients with idiopathic pulmonary fibrosis(IPF).Methods:Through consulting electronic medical records, anesthetic modes and Chinese Lung Transplant Registration System, clinical data are retrospectively reviewed for 275 IPF patients undergoing LT at Affiliated Wuxi People's Hospital of Nanjing Medical University from January 2017 to April 2021.According to the diagnostic criteria of Kidney Disease: Improving Global Outcomes(KDIGO), they are divided into two groups of AKI(169 cases)and non-AKI(106 cases).Perioperative findings of two groups are recorded.Then univariate and multivariate Cox regression models are employed for determining whether or not inter-group differences existed in survival rates post-LT.Also AKI is staged according to the KDIGO.And the effect of stage 1/2/3 AKI on near-term postoperative prognosis is examined.Results:The differences are significantly different in recipient gender, creatinine, 6-minute walking test, forced vital capacity(FVC), lung allocation score, oxygenation index, N-terminal pro-brain natriuretic peptide(NT-Pro BNP), preoperative hormone use and volume of crystal infusion( P<0.05).After multivariate Cox regression correcting for covariates, no statistical significance exists in effect of AKI stage 1 on near-term postoperative survival rate( P<0.05).AKI stage 2/3 still has statistical significance in risk of mortality at Day 30/90/180/365 post-operation( P>0.05). Conclusions:As a common complication post-LT, AKI significantly affects near-term postoperative prognosis of transplant IPF patients.Stage 2/3 AKI impacts near-term postoperative survival while stage 1 AKI is not associated with higher mortality.
8.Investigation on early essential newborn care practices in 124 baby-friendly hospitals
Chunlan YU ; Hua TAO ; Xiaojiao WANG ; Junping ZHANG ; Xinli ZHU ; Chunyi GU
Chinese Journal of Perinatal Medicine 2023;26(1):59-64
Objective:To analyze the implementation of early essential newborn care (EENC) in baby-friendly hospitals in China.Methods:This is an investigation carried out using convenience sampling method. People in charge of labor ward, obstetric wards or neonatology department of the selected hospitals, such as baby-friendly hospitals with birth facilities, primary or higher level of hospitals, or general hospitals or those specialized in obstetrics and gynecology or materal and child health care centers, were selected as the subjects of the survey. Information about EENC practices in these hospitals was collected using a self-designed questionnaire sent through WeChat from April 1 to 30, 2021. Chi-square test was used for statistical analysis. Results:A total of 126 questionnaires were distributed and 124 (124 baby-friendly hospitals) were withdrawn. There were 74 hospitals in the eastern, 18 in the central and 32 in the western region. Among the 124 hospitals, tertiary hospitals, general hospitals, and maternity and child care hospitals accounted for 72.6% ( n=90), 64.5% ( n=80) and 35.5% ( n=44), respectively. There were no significant differences in the hospital type, levels, EENC coverage and training, or implementation of mainly recommended EENC practices among the hospitals in the eastern, central and western regions (all P>0.05). The implementation rate of at least one mainly recommended EENC practice was 79.0% (98/124) and there was no significant difference in the implementation rates among eastern, central and western regions [86.4% (64/74), 13/18 and 65.6% (21/32), χ2=6.60, P=0.159]. A total of 80 (64.5%) hospitals implemented 10 or more recommended EENC practices, and the implementation rates in eastern, central and western regions were 71.6% (53/74), 10/18 and 53.1% (17/32), respectively ( χ2=4.08, P=0.130). Among the 17 mainly recommended measures of EENC, in eastern, central and western hospitals, the implementation rates were 10.8% (8/74), 2/18 and 18.8% (6/32) for mother-infant skin-to-skin contact for 90 min after birth; 66.2% (49/74), 11/18 and 68.8% (22/32) for delayed umbilical cord clamping; and 25.7% (19/74), 7/18 and 21.9% (7/32) for delayed routine care following skin-to-skin contact, respectively ( χ2=6.57, 0.34 and 4.53, all P>0.05). Conclusions:There is a big gap between the implementation of EENC in most baby-friendly hospitals in eastern, central and western China and the recommendation of the World Health Organization. It is necessary to further strengthen and standardize the implementation of EENC practices in baby-friendly hospitals in our country to continuously improve the health of newborns.
9.Current situation and influencing factors of humanistic care satisfaction of Chinese patients
Ruxin JIANG ; Shaoshan PAN ; Yilan LIU ; Shujie GUO ; Haixin ZHANG ; Hongyu SUN ; Huiling LI ; Hongmei ZHANG ; Yinglan LI ; Chunlan ZHOU ; Caixia XING ; Ruiying YU ; Yaling WANG ; Lin WANG ; Fengjian ZHANG
Chinese Journal of Hospital Administration 2023;39(3):210-215
Objective:To investigate the current situation and influencing factors of patients′ satisfaction with nursing humanistic care, and to provide reference for improving the quality of such care provided by hospitals.Methods:From July to August 2022, outpatients and inpatients in 30 provinces were selected by multi-stage stratified sampling as the survey objects. A cross-sectional survey was conducted on an online platform, using the general information questionnaire and Chinese version of methodist health care system nurse caring instrument revised by the research group. The latter instrument consists of 12 dimensions. namely care coordination, competence, teaching/learning, emotional support, respect for individuality, physical comfort, availability, helping/trusting relationship, patient/family engagement, physical environment, spiritual environment and outcomes. Descriptive analysis was performed on the data collected by the questionnaires, and independent sample t-test and one-way ANOVA were used to analyze the influencing factors of patient satisfaction. Results:A total of 107 hospitals were selected for questionnaire survey, including 86 tertiary hospitals and 21 secondary hospitals, and 29 108 valid questionnaires were recovered. The patient satisfaction with nursing humanistic care scored (5.40±0.86); the top three dimensions were competence (5.50±0.89), emotional support (5.47±0.88) and helping/trusting relationship (5.46±0.86); the lowest scoring dimensions were teaching/learning (5.38±1.01), spiritual environment (5.36±1.04) and patient/family engagement (5.11±1.28). Differences with gender, age, marital status, child status, educational level, occupation, place of residence, economic region, per capita monthly income of the family, type of medical insurance, medical department visited and surgery or not presented significant differences on the patient satisfaction with nursing humanistic care scores ( P<0.05). Conclusions:The satisfaction of patients with hospital′s nursing humanistic care in China was at the middle to upper level. In the future, health education for patients should be strengthened, and a mode of family-engaged nursing humanistic care should be constructed in line with the Chinese cultural background. In the process of nursing services, the particularity of patient groups should be considered to better meet their needs.
10.Effect of donor age on short-term survival of patients with idiopathic pulmonary fibrosis after lung transplantation
Jing WANG ; Chunlan HU ; Huizhi YU ; Xiaoshan LI ; Bo XU ; Dongxiao HUANG ; Chunxiao HU ; Jingyu CHEN
Organ Transplantation 2023;14(3):420-
Objective To evaluate the effect of donor age on short-term survival of patients with idiopathic pulmonary fibrosis (IPF) after lung transplantation. Methods Clinical data of 235 IPF donors and recipients of lung transplantation were retrospectively analyzed. Univariate and multivariate Cox proportional hazard regression models were employed to analyze the correlation between donor age and short-term mortality rate of IPF patients after lung transplantation. Kaplan-Meier was used to draw the survival curve. Results Univariate Cox regression analysis showed that donor age was correlated with the 1-year fatality of IPF patients after lung transplantation. The 1-year fatality of recipients after lung transplantation was increased by 0.020 times if donor age was increased by 1 year (

Result Analysis
Print
Save
E-mail