1.An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population: A prospective cohort and modeling study
Liyuan LIU ; Yong HE ; Chunyu KAO ; Yeye FAN ; Fu YANG ; Fei WANG ; Lixiang YU ; Fei ZHOU ; Yujuan XIANG ; Shuya HUANG ; Chao ZHENG ; Han CAI ; Heling BAO ; Liwen FANG ; Linhong WANG ; Zengjing CHEN ; Zhigang YU
Chinese Medical Journal 2024;137(17):2084-2091
Background::Breast cancer (BC) risk-stratification tools for Asian women that are highly accurate and can provide improved interpretation ability are lacking. We aimed to develop risk-stratification models to predict long- and short-term BC risk among Chinese women and to simultaneously rank potential non-experimental risk factors.Methods::The Breast Cancer Cohort Study in Chinese Women, a large ongoing prospective dynamic cohort study, includes 122,058 women aged 25-70 years old from the eastern part of China. We developed multiple machine-learning risk prediction models using parametric models (penalized logistic regression, bootstrap, and ensemble learning), which were the short-term ensemble penalized logistic regression (EPLR) risk prediction model and the ensemble penalized long-term (EPLT) risk prediction model to estimate BC risk. The models were assessed based on calibration and discrimination, and following this assessment, they were externally validated in new study participants from 2017 to 2020.Results::The AUC values of the short-term EPLR risk prediction model were 0.800 for the internal validation and 0.751 for the external validation set. For the long-term EPLT risk prediction model, the area under the receiver operating characteristic curve was 0.692 and 0.760 in internal and external validations, respectively. The net reclassification improvement index of the EPLT relative to the Gail and the Han Chinese Breast Cancer Prediction Model (HCBCP) models for external validation was 0.193 and 0.233, respectively, indicating that the EPLT model has higher classification accuracy.Conclusions::We developed the EPLR and EPLT models to screen populations with a high risk of developing BC. These can serve as useful tools to aid in risk-stratified screening and BC prevention.
2.The effect of Ba Duan Jin on the balance of community-dwelling older adults: a cluster randomized control trial
Leilei DUAN ; Yubin ZHAO ; Yuliang ER ; Pengpeng YE ; Wei WANG ; Xin GAO ; Xiao DENG ; Ye JIN ; Yuan WANG ; Cuirong JI ; Xinyan MA ; Cong GAO ; Yuhong ZHAO ; Suqiu ZHU ; Shuzhen SU ; Xin'e GUO ; Juanjuan PENG ; Yan YU ; Chen YANG ; Yaya SU ; Ming ZHAO ; Lihua GUO ; Yiping WU ; Yangnu LUO ; Ruilin MENG ; Haofeng XU ; Huazhang LIU ; Huihong RUAN ; Bo XIE ; Huimin ZHANG ; Yuhua LIAO ; Yan CHEN ; Linhong WANG
Chinese Journal of Epidemiology 2024;45(2):250-256
Objective:To assess the effectiveness of a 6-month Ba Duan Jin exercise program in improving the balance of community-dwelling older adults.Methods:A two arms, parallel-group, cluster randomized controlled trial was conducted in 1 028 community residents aged 60-80 years in 40 communities in 5 provinces of China. Participants in the intervention group (20 communities, 523 people) received Ba Duan Jin exercise 5 days/week, 1 hour/day for 6 months, and three times of falls prevention health education, and the control group (20 communities, 505 people) received falls prevention health education same as the intervention group. The Berg balance scale (BBS) score was the leading outcome indicator, and the secondary outcome indicators included the length of time of standing on one foot (with eyes open and closed), standing in a tandem stance (with eyes open and closed), the closed circle test, and the timed up to test.Results:A total of 1 028 participants were included in the final analysis, including 731 women (71.11%) and 297 men (28.89%), and the age was (69.87±5.67) years. After the 3-month intervention, compared with the baseline data, the BBS score of the intervention group was significantly higher than the control group by 3.05 (95% CI: 2.23-3.88) points ( P<0.001). After the 6-month intervention, compared with the baseline data, the BBS score of the intervention group was significantly higher than the control group by 4.70 (95% CI: 4.03-5.37) points ( P<0.001). Ba Duan Jin showed significant improvement ( P<0.05) in all secondary outcomes after 6 months of exercise in the intervention group compared with the control group. Conclusions:This study showed that Ba Duan Jin exercise can improve balance in community-dwelling older adults aged 60-80. The longer the exercise time, the better the improvement.
3.Mechanical Ventilator-Induced Airway Collapse Due to Abnormal Mechanical Behaviors of Airway Smooth Muscle Cells:A Review
Mingzhi LUO ; Xiangrong ZHANG ; Changyu SUN ; Jiayuan ZHONG ; Chunhong WANG ; Rong GU ; Kai NI ; Linhong DENG
Journal of Medical Biomechanics 2024;39(5):998-1004
Mechanical ventilation(MV)provides life support for critically ill respiratory patients,but in the meantime can cause fatal ventilator-induced lung injury(VILI),and the latter remains a major challenge in respiratory and critical care medicine,because the pathological mechanism has not been fully elucidated.Recent studies show that on the one hand,in the lung with VILI,there exists airway collapse at multi-sites of an individual airway,which can not be explained by traditional airway collapse models.But on the other hand,under MV conditions,airway smooth muscle cells(ASMC)exhibit abnormal mechanical behaviors,accompanied by regulation of Piezo1 expression and endoplasmic reticulum stress.These phenomenons indicate that the MV-induced abnormal mechanical behavior of ASMC is closely related to multiple airway collapse and VILI.Therefore,by studying the MV-induced changes of ASMC mechanical behaviors and their relationship with airway collapse in lung injury,as well as the related mechanochemical signal coupling process,it is expected to reveal a novel mechanism of MV-associated airway collapse and lung injury from the perspective of cell mechanics.In this review,the recent research progress of airway collapse during MV,the regulation of ASMC mechanical behavior by MV-related high stretch,especially the related mechanochemical signal coupling mechanism is summarized.These advances may provide a novel insight for exploring the roles of ASMC abnormal mechanical behavior in the pathological mechanism of VILI,alternative targets of drug intervention for prevention and treatment of VILI,as well as for optimizing the ventilation mode in clinical practice.
4.Experimental study to construct the three-dimensional scaffold of rabbit cartilage-shedding cells and evaluate their compatibility with stem cells
Juju XU ; Yanyan XIE ; Zhiyi GUO ; Yukai MA ; Linhong WANG ; Meirong YANG ; Zhaoling DENG ; Baolai HUA ; Zhenyu YAN
Acta Laboratorium Animalis Scientia Sinica 2024;32(8):1012-1022
Objective To prepare decellularized scaffolds from rabbit cartilage at various concentrations and assess their physicochemical properties and compatibility with stem cells to provide an experimental basis for cartilage repair.Methods Bone marrow mesenchymal stem cells(BMSCs)were cultured using the Percoll density gradient separation method,and this was followed by flow cytometric analysis and testing of their osteogenic and chondrogenic differentiation capabilities.Cartilage pieces were excised from rabbit knees and hip joints and subjected to physical crushing,repeated freeze-thaw cycles,and mixed enzymatic digestion for decellularization.To compare and observe the physicochemical properties of the decellularized scaffolds at different concentrations,three groups of scaffolds(labelwd A,B,and C)were designed with concentrations of 100%,50%and 30%,with three replicates each.Third-generation PKH26-labeled BMSCs were seeded onto optimally concentrated scaffolds and cultured for 1 week to observe cell growth.Results Flow cytometry detected BMSC surface antigens with positive expression of CD44 and CD90 and negative expression of CD45.Osteogenic induction stained with alizarin red showed red calcific nodules,and chondrogenic induction stained with alcian blue showed blue cartilaginous nodules.No apparent cell morphology was observed in the three groups of scaffolds stained with hematoxylin-eosin,and toluidine blue.There was a significant difference in DNA concentration between decellularized samples and non-decellularized scaffolds(P<0.05).The content of glycosaminoglycans was slightly lower than the normal values.Significant differences were observed between the three groups of scaffolds in terms of pore size,water absorption,porosity,tensile strength,and Young's modulus(P<0.05).After co-cultivation of stem cells with the scaffolds,cell adhesion was found to be good.Conclusions Percoll density gradient separation can obtain high-purity rabbit BMSCs,and the mixed decellularization method is superior.Group B scaffolds were the most suitable for tissue-engineered cartilage repair.BMSCs cultured in vitro grew well on Group B scaffolds.
5.Missense mutation analysis of the COL7A1 gene in a pedigree with dominant dystrophic epidermolysis bullosa
Linhong YU ; Huaiyu WANG ; Changhua ZHU ; Linxin DONG ; Baofeng WU ; Lihang LIN ; Xuemin XIAO
Chinese Journal of Dermatology 2024;57(5):455-458
Objective:To detect gene mutations in a pedigree with dominant dystrophic epidermolysis bullosa (DDEB) .Methods:A 20-year-old male proband presented with repeated blisters, ulceration, pigmentation, scars on the limbs, and deformation of the nails/toenails after birth. There were 5 patients in the 3-generation family, and they all presented with typical skin lesions. Peripheral blood samples were obtained from 14 members of the pedigree (including the 5 patients) and 100 unrelated healthy controls. Whole-exome sequencing was performed in the proband to identify relevant mutation sites, which were then confirmed in the family by Sanger sequencing.Results:Genetic testing indicated that the proband and the other 4 patients all carried a missense mutation (c.7885G>A) in exon 107 of the COL7A1 gene, resulting in the substitution of glycine by arginine at amino acid position 2629 (p.G2629R). The mutation was identified neither in the 9 healthy relatives nor in the 100 unrelated healthy controls. The mutation co-segregated with DDEB in the family, and was not included in databases such as Pubmed, HGMD or ClinVar, suggesting it was a novel missense mutation. The amino acid encoded by this mutation may alter the structure of type Ⅶ collagen, thereby affecting its function.Conclusion:A novel missense mutation was identified in exon 107 of the COL7A1 gene in the family with DDEB, expanding the spectrum of mutations in the COL7A1 gene.
6.Dynamic changes and clinical value of serum angiopoietin-2 and surfactant protein D in pediatric acute respiratory distress syndrome
Weili CHEN ; Shibiao WANG ; Renming GUO ; Linhong OU ; Bin WENG ; Min LIN ; Zhenghao WAN ; Baoling CHEN ; Wenyu LIN ; Hai LIN
Chinese Pediatric Emergency Medicine 2023;30(6):434-439
Objective:To study the relationship between the dynamic changes of angiopoietin-2 (Ang-2) and surfactant protein D (SP-D) in pediatric acute respiratory distress syndrome (pARDS) and the severity and prognosis of the disease.Methods:Using nested case-control study method, 80 children with pneumonia complicated with pARDS admitted to PICU at Fujian Maternal and Child Health Hospital from June 2018 to May 2021 were selected as pARDS group, and 19 healthy children with corresponding age were selected as control group.According to the oxygenation, the children in pARDS group were divided into three subgroups: mild group (23 cases), moderate group (32 cases) and severe group (25 cases). According to the prognosis at discharge, the children in pARDS group were divided into survival group (67 cases) and death group (13 cases). Ang-2 and SP-D were detected by enzyme-linked immunosorbent assay.The levels of Ang-2 and SP-D in children with pARDS of different severity on the first day were compared; The changes of Ang-2 and SP-D levels on the 1st, 3rd and 8th day of children in survival group and death group were compared, and the receiver operating characteristic (ROC) curve was plotted to compare the predictive value of Ang-2 and SP-D for pARDS prognosis.Results:(1) The levels of Ang-2 and SP-D on the first day in pARDS group were significantly higher than those in control group( P<0.001). (2) The levels of Ang-2 and SP-D on the first day in children with pARDS of different severity levels were significantly different ( P<0.001), and the levels of Ang-2 and SP-D increased gradually with the increase of disease severity.(3) The levels of Ang-2 and SP-D in death group were significantly higher than those in survival group on the 1st, 3rd and 8th day ( P<0.05). (4) Prognostic efficacy of Ang-2 and SP-D levels in pARDS group at different time points: when the areas under the ROC curve predicted by Ang-2 on the 1st, 3rd and 8th day for inpatient mortality in children with pARDS were 0.808, 0.981 and 0.989, respectively; the optimal cut-off values were 6 000 pg/mL, 6 971 pg/mL and 4 171 pg/mL, respectively; the sensitivity was 84.6%, 92.3% and 92.3%, respectively; and the specificity was 76.1%, 97.0% and 98.5%, respectively.The areas under the ROC curve predicted by SP-D on the 1st, 3rd and 8th day for inpatient mortality in children with pARDS were 0.689, 0.993 and 0.983, respectively; the optimal cut-off values were 13544 pg/mL, 16003 pg/mL and 12294 pg/mL, respectively; the sensitivity was 84.6%, 100.0% and 100.0%, respectively; and the specificity was 46.3%, 98.5% and 97.0%, respectively. Conclusion:Serum Ang-2 and SP-D levels in children with pARDS increase with the aggravation of the disease.The dynamic changes of Ang-2 and SP-D in children with pARDS with different prognosis are different during the course of disease, and monitoring serum Ang-2 and SP-D during the course of disease has a certain predictive value for clinical outcome.
7.Nested case-control study of influencing factors of catheter fracture in totally implantable venous access ports
Li ZHANG ; Runze LI ; Tingting YANG ; Beibei LIU ; Linhong BU ; Gang WANG ; Hui LIN
Chinese Journal of Modern Nursing 2023;29(30):4159-4163
Objective:To investigate the occurrence of catheter fracture in totally implantable venous access ports (TIVAP) and analyze its influencing factors.Methods:A retrospective nested case-control study was used to establish a cohort of 3 517 patients with TIVAP and infusion port maintenance in Affiliated Hospital of Qingdao University from January 2012 to December 2021, and they were divided into the fracture group and the control group. The general information questionnaire, TIVAP Catheter Fracture Related Factors Questionnaire and TIVAP Catheter Fracture Clinical Characteristics Questionnaire were used to collect general and clinical data of patients in two groups. The risk factors of TIVAP catheter fracture were analyzed by Logistic regression.Results:The incidence of TIVAP catheter fracture was 0.6% (21/3 517) . Logistic regression analysis showed that the operator's experience of placing ports, whether the patient performed TIVAP maintenance regularly, time for patients carrying the infusion port and whether TIVAP were repeatedly blocked were influencing factors for the occurrence of catheter fracture in TIVAP.Conclusions:Nursing staff should fully understand the risk factors of TIVAP catheter fracture, identify high-risk groups in the early stage and carry out targeted nursing interventions to reduce the incidence of TIVAP catheter fracture.
8.Systematic implementation of World Health Organization rehabilitation competency framework in rehabilitation: conceptual framework, approaches and application
Zhuoying QIU ; Kin Fun Joseph KWOK ; Hongwei SUN ; Shicai WU ; Jun LV ; Meilin YAO ; Guoxiang WANG ; Fubing QIU ; Yan LU ; Guangxu XU ; Linhong JI ; Qi JING ; Di CHEN ; Chuanping HAO ; Anqiao LI ; Shaopu WANG ; Xiaofei XIAO
Chinese Journal of Rehabilitation Theory and Practice 2022;28(3):265-274
Objective To systematically analyze the World Health Organization Rehabilitation Competency Framework (RCF) theoretical framework, methodology and its application in the field of rehabilitation.Methods We systematically analyzed RCF conceptual framework and key characteristics, and discussed how to apply the RCF in the fields of human resource planning, education program and curriculum system, and vocational competency standards and certification criteria for rehabilitation human resources.Results The RCF encompasses five domains, naming practice, professionalism, learning and development, management and leadership, and research. Rehabilitation professionals' performance is the result of the interaction of their core values and beliefs, competencies, activities, knowledge, and skills. The RCF can be used to plan rehabilitation human resources, establish competency-based rehabilitation education programs and curriculum systems, and develop competency certification standards and licensure accreditation standards.Conclusion This study analyzed background, content and implementation framework of RCF, and systematically discussed the theories and methods related to how to use the RCF to construct national rehabilitation human resources development plans, develop rehabilitation education programs and curriculum systems based on the RCF, and establish certification and assessment standards for rehabilitation human resources.
9.Effect of microRNA-181b-5p on the proliferation and invasion of cutaneous melanoma cells and its mechanisms
Li XIA ; Linhong YANG ; Li XU ; Wenguo SUN ; Liang YU ; Wanfang ZHAI ; Dongxia WANG ; Xiaowan KUANG
Chinese Journal of Dermatology 2022;55(7):588-595
Objective:To explore whether microRNA (miRNA) -181b-5p inhibits the proliferation and invasion of cutaneous melanoma cells by targeting pleckstrin (PLEK) .Methods:Bioinformatics methods were used to analyze cutaneous melanoma-associated core genes; dual-luciferase reporter assay was performed to verify the targeted interaction between miRNA-181b-5p and PLEK. Oligo RNA and small interfering RNA (siRNA) were used to regulate the expression of miRNA-181b-5p and PLEK in A375 cells respectively in this experiment, and A375 cells were divided into the following groups in detail: mimic negative control group, miRNA-181b-5p mimic group, inhibitor negative control group, miRNA-181b-5p inhibitor group, PLEK siRNA group, siRNA negative control group, miRNA-181b-5p inhibitor + control siRNA co-transfection group and miRNA-181b-5p inhibitor + PLEK siRNA3 co-transfection group. After 48-hour treatment, qPCR was performed to determine the mRNA expression of miRNA-181b-5p and PLEK in A375 cells, Western blot analysis to determine the PLEK protein expression, and Transwell assay to assess the invasive ability of A375 cells; after additional 24-96 hours of culture, cell counting kit-8 (CCK8) assay was conducted to assess the proliferative ability of A375 cells.Results:PLEK was the core gene for cutaneous melanoma. PLEK expression in the cutaneous melanoma in situ tissues was significantly higher than that in the paracancerous tissues ( P = 0.031) , but lower than that in the metastatic tissues ( P = 0.001) . Compared with human epidermal melanocytes HEMa-LP, the mRNA and protein expression of PLEK significantly increased in A375 cells (mRNA: 3.884 ± 0.156 vs. 0.997 ± 0.010, t = 18.48, P < 0.001; protein: 2.840 ± 0.301 vs. 1.029 ± 0.094, t = 5.47, P = 0.005) , but the miRNA-181b-5p expression significantly decreased in A375 cells (0.333 ± 0.042 vs. 0.967 ± 0.069, t = 7.83, P = 0.001) . Dual-luciferase reporter assay showed targeted binding of miRNA-181b-5p to PLEK. Compared with the mimic negative control group, the miRNA-181b-5p mimic group showed significantly decreased survival rate of A375 cells (48 hours: t = 7.96, P = 0.015; 72 hours: t = 7.50, P = 0.002; 96 hours: t = 7.96, P = 0.001) , and significantly decreased invasive ability of A375 cells ( t = 5.07, P = 0.007) ; on the contrary, the survival rate and invasive ability of A375 cells were significantly higher in the miRNA-181b-5p inhibitor group than in the inhibitor negative control group (survival rate: 24 hours, t =5.38, P = 0.013; 48 hours, t = 5.36, P = 0.013; 72 hours, t =7.63, P = 0.005; 96 hours, t = 5.99, P = 0.004; invasive ability: t = 7.24, P = 0.002) ; compared with the siRNA negative control group, the proliferative and invasive ability of A375 cells significantly decreased in the PLEK siRNA group (proliferative ability: 48, 72, 96 hours, P = 0.015, 0.011, 0.001, respectively; invasive ability: t = 4.93, P = 0.008) ; compared with the miRNA-181b-5p inhibitor + control siRNA co-transfection group, the miRNA-181b-5p inhibitor + PLEK siRNA co-transfection group showed significantly decreased proliferation rate and invasive ability of A375 cells (proliferation rate: 24, 48, 72, 96 hours, P = 0.042, 0.042, 0.037, 0.017, respectively; invasive ability: t = 8.52, P = 0.001) . Conclusion:miRNA-181b-5p can inhibit the proliferation and invasion of cutaneous melanoma A375 cells, likely by down-regulating the PLEK expression.
10.Observation on the treatment of infants with isolated congenital third-degree atrioventricular block by epicardial pacemaker
Linhong SONG ; Xiaoyang HONG ; Gang WANG ; Gengxu ZHOU ; Zhe ZHAO ; Hui WANG ; Zhichun FENG
Chinese Pediatric Emergency Medicine 2022;29(11):895-900
Objective:To summarize the experience of transthoracic epicardial insertion pacemaker for isolated congenital third-degree atrioventricular block (CAVB), and explore the necessity and feasibility of permanent pacemaker in the treatment of CAVB in neonates and infants.Methods:The clinical data and follow-up of four children with CAVB admitted to the Senior Department of Pediatrics, the Seventh Medical Center of PLA General Hospital from September 2010 to February 2022 were analyzed retrospectively.Two patients were implanted with permanent cardiac pacemakers during an early stage (less than one year old), and two patients were implanted during the non-early stage (one year old and above). All patients were diagnosed based on clinical symptoms, electrocardiogram and echocardiographic examination.After treatment, the pacing threshold, atrial sensing function, clinical symptoms, electrocardiogram and echocardiography examination of four patients were followed up.Results:All patients were successfully implanted with permanent cardiac pacemakers.One patient of non-early implantation was died of severe pneumonia and sepsis.During the follow-up period, pacing threshold, amplitude, impedance, minute ventilation and sensor function indicated pacemakers worked well in other three patients.Heart rates in these patients were significantly recovered, and showed growth trends in line with percentile curves for Chinese children and good movement skills.Conclusion:A pacemaker implantation performed by an experienced operator is a safe and feasible treatment for children with CAVB diagnosed in neonates and infants period with good prognosis.


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