1.Early prediction of growth patterns after pediatric kidney transplantation based on height-related single-nucleotide polymorphisms
Yi FENG ; Yonghua FENG ; Mingyao HU ; Hongen XU ; Zhigang WANG ; Shicheng XU ; Yongchuang YAN ; Chenghao FENG ; Zhou LI ; Guiwen FENG ; Wenjun SHANG
Chinese Medical Journal 2024;137(10):1199-1206
Background::Growth retardation is a common complication of chronic kidney disease in children, which can be partially relieved after renal transplantation. This study aimed to develop and validate a predictive model for growth patterns of children with end-stage renal disease (ESRD) after kidney transplantation using machine learning algorithms based on genomic and clinical variables.Methods::A retrospective cohort of 110 children who received kidney transplants between May 2013 and September 2021 at the First Affiliated Hospital of Zhengzhou University were recruited for whole-exome sequencing (WES), and another 39 children who underwent transplant from October 2021 to March 2022 were enrolled for external validation. Based on previous studies, we comprehensively collected 729 height-related single-nucleotide polymorphisms (SNPs) in exon regions. Seven machine learning algorithms and 10-fold cross-validation analysis were employed for model construction.Results::The 110 children were divided into two groups according to change in height-for-age Z-score. After univariate analysis, age and 19 SNPs were incorporated into the model and validated. The random forest model showed the best prediction efficacy with an accuracy of 0.8125 and an area under curve (AUC) of 0.924, and also performed well in the external validation cohort (accuracy, 0.7949; AUC, 0.796). Conclusions::A model with good performance for predicting post-transplant growth patterns in children based on SNPs and clinical variables was constructed and validated using machine learning algorithms. The model is expected to guide clinicians in the management of children after renal transplantation, including the use of growth hormone, glucocorticoid withdrawal, and nutritional supplementation, to alleviate growth retardation in children with ESRD.
2.Carotid endarterectomy combined with vertebral artery transposition treating vertebral artery V1 segment stenosis combined with ipsilateral carotid artery stenosis
Yuanrui GU ; Zeming ZHOU ; Yangxue SUN ; Yilang QIN ; Chen TIAN ; Jingjing REN ; Chuan TIAN ; Kun FANG ; Wenbin OUYANG ; Ying ZHANG ; Mingyao LUO ; Chang SHU ; Chenxi OUYANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(05):704-709
Objective To explore the treatment outcome of carotid endarterectomy combined with vertebral artery transposition in patients with severe stenosis to occlusion of the vertebral artery V1 segment and the ipsilateral carotid artery. Methods From June 2017 to September 2020, patients with severe stenosis to occlusion of the vertebral artery V1 segment and the ipsilateral carotid artery treated with carotid endarterectomy combined with vertebral artery transposition in Fuwai Hospital were retrospectively analyzed. Results Finally 12 patients were enrolled, including 10 males and 2 females with an average age of 67.8±6.0 years. Twelve patients were successfully operated and the follow-up time was 1-3 years. The stenosis degree of the V1 segment of the vertebral artery decreased from 83.5%±11.8% to 24.9%±14.3% (P<0.001). The stenosis degree of carotid artery decreased from 85.6%±11.0% to 0% (P<0.001). Postoperative follow-up showed that the symptoms of symptomatic patients before surgery improved. The 1-year and 3-year patency rates were 100.0%, and there were no peripheral nerve injury complications, perioperative deaths or strokes. Conclusion Carotid endarterectomy combined with vertebral artery transposition can treat ipsilateral carotid artery stenosis and vertebral artery stenosis at the same time, improve blood supply to the brain, improve patients' symptoms and has high promotion value.
3.A longitudinal study of transcriptional profiling of carbon-ions exposure on the lung
Cheng ZHOU ; Lei WEN ; Shengfa SU ; Shun LU ; Zhiyuan XU ; Hao CHENG ; Changguo SHAN ; Mingyao LAI ; Linbo CAI ; Longhua CHEN ; Ming CHEN ; Zhaoming ZHOU
Chinese Journal of Radiation Oncology 2021;30(7):721-727
Objective:To investigate the expression changes at the transcriptional level in normal lung tissues of mice after exposure to heavy ion radiation for different durations at different doses, aiming to provide evidence for exploring sensitive genes of heavy ion radiation, heavy ion radiation effect and the damage mechanism.Methods:Experiments on the temporal kinetics: the whole thorax of mice was irradiated with 14.5Gy carbon-ions and the total RNA of lung tissue was extracted at 3days, 7days, 3 weeks and 24 weeks. In dose-dependent experiment, the total RNA of lung tissue was extracted at 1 week after irradiated with a growing thoracic dose of 0, 7.5, 10.5, 12.5, 14.5, 17.5 and 20Gy. Protein-to-protein interaction (PPI) analysis and gene-ontology biological process enrichment analysis were performed on significant differentially expressed genes (DEGs).Results:A clearly differential expression patterns were observed at 3-day (acute stage), 1-week (subacute stage), 3-week (inflammatory stage) and 24-week (fibrosis stage) following 14.5Gy carbon-ions irradiation. Among those, the 3-day time point was found to be the mostly different from the other time points, whereas the 7-day time point had the highest uniformity with the other time points. Cellular apoptosis was the main type of cell death in normal lung tissues following carbon-ions exposure. The interactive genes of Phlda3, GDF15, Mgmt and Bax were identified as the radiosensitive genes, and Phlda3 was the center ( R=0.76, P<0.001). Conclusion:The findings in this study provide transcriptional insights into the biological mechanism underlying normal lung tissue toxicity induced by carbon-ions.
4.Progress in diagnosis and treatment of rectal neuroendocrine neoplasms
Zijian WU ; Mingyao ZHOU ; Zhaoxu ZHENG ; Jianjun BI ; Xishan WANG ; Qiang FENG
Chinese Journal of Oncology 2020;42(6):438-444
Neuroendocrine neoplasms (NENs) are relatively rare heterogeneous tumors that originate from peptidergic neurons and neuroendocrine cells and have been referred to as "carcinoids" in the past. Although this type of tumor had been previously considered to be indolent tumor with a low degree of malignancy, with the development of medicine and clinical study, researchers found that NENs had the potential to metastasize. They can occur in any part of the body where neuroendocrine cells are distributed and gastro-entero-pancreatic neuroendocrine neoplasms (GEP-NENs) are the most common type of NENs.Due to the improvement of techniques such as endoscopy and imaging, the incidence of rectal neuroendocrine tumors(R-NENs) and the number of related clinical researches have both increased significantly in recent years. Although researches in Chinese and foreign medical centers are mostly retrospective studies of small samples and the efficacies of different treatment methods are still under debating and lack of sufficient medical evidence to support, the diagnosis and treatment of this disease is gradually becoming standardized according to the proposal of corresponding guidelines. The recent advances in the epidemiology, diagnosis and treatment of rectal neuroendocrine neoplasms are reviewed in this paper.
5.Progress in diagnosis and treatment of rectal neuroendocrine neoplasms
Zijian WU ; Mingyao ZHOU ; Zhaoxu ZHENG ; Jianjun BI ; Xishan WANG ; Qiang FENG
Chinese Journal of Oncology 2020;42(6):438-444
Neuroendocrine neoplasms (NENs) are relatively rare heterogeneous tumors that originate from peptidergic neurons and neuroendocrine cells and have been referred to as "carcinoids" in the past. Although this type of tumor had been previously considered to be indolent tumor with a low degree of malignancy, with the development of medicine and clinical study, researchers found that NENs had the potential to metastasize. They can occur in any part of the body where neuroendocrine cells are distributed and gastro-entero-pancreatic neuroendocrine neoplasms (GEP-NENs) are the most common type of NENs.Due to the improvement of techniques such as endoscopy and imaging, the incidence of rectal neuroendocrine tumors(R-NENs) and the number of related clinical researches have both increased significantly in recent years. Although researches in Chinese and foreign medical centers are mostly retrospective studies of small samples and the efficacies of different treatment methods are still under debating and lack of sufficient medical evidence to support, the diagnosis and treatment of this disease is gradually becoming standardized according to the proposal of corresponding guidelines. The recent advances in the epidemiology, diagnosis and treatment of rectal neuroendocrine neoplasms are reviewed in this paper.
6."Clinical Experience for ""One-stop"" Performance of Thoracic Endovascular Aortic Repair and Coronary Artery Bypass Grafting"
Mingyao LUO ; Qian CHANG ; Cuntao YU ; Xiaogang SUN ; Xiangyang QIAN ; Lei CHEN ; Bingyang JI ; Haitao ZHANG ; Kun FANG ; Zhou ZHOU ; Chang SHU
Chinese Circulation Journal 2017;32(6):556-559
Objective: To explore the safety and strategy of thoracic endovascular aortic repair (TEVAR) combining coronary artery bypass grafting (CABG) as one-stop performance in treating the patients with coronary artery disease (CAD) and thoracic aorta disease. Methods: A total of 20 patients received one-stop treatment of TEVAR combining CABG in our hospital from 2009-04 to 2016-01 were retrospectively analyzed. There were 18 male and the mean age of patients was (65.2±8.5, 51-82) years. The performance strategy and peri-operative management were studied. Results: There were 1/20 patient received 2 stents implantation in thoracic aorta and 19 received 1 stent in thoracic aorta those including 1 case with endovascular repair of abdominal aortic aneurysm, 1 with right iliac artery stent implantation and 1 with carotid endarterectomy at meanwhile. The average number of coronary artery bypass branch was (2.4±0.94, 1-4) and 10 (50%) patients received internal mammary artery grafting. The average in-hospital time in all 20 patients was (22.4±11.6, 8-58) days. There were 6 (30%) patients received blood transfusion; 1 (5%) having low cardiac output syndrome received extracorporeal membrane oxygenation (ECMO), then received the second thoracotomy for hemostasis due to excessive pleural effusion; 2 (10%) patients died at 30 days post-operation. 1 patient lost contact and 17 received clinical or telephone follow-up visit at the average of (13.4+13.6, 1-49) months; 2 patients died for cerebral hemorrhage at 12 and 49 months post-operation, the rest 15 had disappeared symptoms and improved quality of life, no operation related death occurred. Conclusion: TEVAR combining CABG as one-stop performance presented good mid-term effect in treating the patients with CAD and thoracic aorta disease; in otherwise, the operative time and risk might be increased by two step performance.
7.Influence of T2 fluid -attenuated inversion -recovery sequence excision extension and postoperative chemotherapy in prognosis of glioblastoma
Ming LU ; Hui ZHOU ; Xinghai DENG ; Jiankan LU ; Xiaojun HE ; Deliu LIN ; Youming GU ; Mingyao LAI ; Mingming YANG
Chinese Journal of Neuromedicine 2017;16(6):591-594
Objective To explore the impact of MR imaging T2 fluid-attenuated inversion-recovery sequence (MRI T2Flair) excision extension and postoperative chemotherapy in prognosis of patients with glioblastoma (GBM). Methods A retrospective study of clinical data and treatment efficacy of 17 patients with GBM, admitted to our hospital from April 2012 to August 2016, was performed. All patients were performed tumor resection by using awake anesthesia, neuroimage navigation, and intraoperative direct electrical stimulation. The impacts of the resection extent of T2Flair lesions and adjuvant chemotherapy on the prognosis of glioblastoma were analyzed. Results T1 enhanced lesions in these 17 patients were totally resected. The median follow-up duration was 18 months (8 months to 52 months). Median survival time was 20 months; the survival time of patients with resection ranges of 0%-10%, 10%-25% and more than 25% were 19, 22 and 24 months, respectively, without statistical differences (P>0.05). The patients adopted less than 6 courses chemotherapy had a 19-month-long median survival time, and those adopted 6 courses or more courses chemotherapy had a 33-month-long median survival time, with statistically significant difference (P<0.05). Conclusion When T1 enhanced lesions are totally resected, the resection extent of T2Flair lesions has no influence on patients survival time; however, patients accepted 6 or more courses of chemotherapy have a better survival.
8.FGF-21 protects H9c2 cardiomyoblasts against hydrogen peroxide-induced oxidative stress injury.
Miaomiao HAN ; Wenfei WANG ; Mingyao LIU ; Deshan LI ; Bing ZHOU ; Yinhang YU ; Guiping REN
Acta Pharmaceutica Sinica 2014;49(4):470-5
Fibroblast growth factor-21 (FGF-21) is an important metabolism regulator, however, whether FGF-21 has effects on cardiovascular remains unclear. In this study, H2O2-induced injury in H9c2 cells was used as a cell model, the anti-apoptosis potential and mechanism of FGF-21 against oxidative injury were evaluated by MTT assay, flow cytometry assay and real-time PCR. The results showed that FGF-21 could increase the cell survival of H2O2-induced injury in H9c2 cells and prevent H9c2 cells from oxidative stress-induced apoptosis. Furthermore, FGF-21 can elevate SOD activity and regulate Bcl-2/Bax expression in H9c2 cells. The results suggest that FGF-21 have protective effect against the H2O2-induced apoptosis in H9c2 cells.
9.A new model for diabetes care based on GPs-specialists cooperation through internet in community: Shanghai Wuliqiao study
Liebin ZHAO ; Yuhong CHEN ; Bin DONG ; Yudong LI ; Yingxia ZHOU ; Luo LU ; Chuanzhen ZHANG ; Liqiang LI ; Zhiquan WANG ; Mingyan ZHANG ; Lei ZHANG ; Yoshiyuki HISAI ; Wenhui XIAO ; Ping CUI ; Mingyao ZHAO ; Haiyan SUN ; Yingyao CHEN ; Guangjun YU ; Dandan ZHAO ; Guang NING
Chinese Journal of Endocrinology and Metabolism 2012;28(4):286-289
ObjectiveTo assess the effectiveness of tele-medicine and self-management goal(SMG) setting technique used in the diabetes management in the community setting.Methods It is a control-group study.415 type 2 diabetic residents were recruited from the Shanghai Wuliqiao community based on existing medical records.The subjects were divided into two groups,the study group was cared by general practitioners (GPs) specialists cooperation through the tele-medicine mechanism,the other was a control group.For the study group,a cooperation pathway between community health care centers and general hospitals were established.Standardized training and guidelines were provided to community health workers,regarding the setting of management goals of blood glucose and blood pressure,treatment plan,patient education,and SMG techniques.Fasting blood glucose ( FBG ) and 2 h postprandial blood glucose (2hBG) in the study group were monitored,followed by community health workers visiting monthly with seminars for diabetes education.At the baseline and the 12tb month,FBG,2hBG,HbA1C,blood pressure,triglyceride,total cholesterol,body mass index,waist-hip ratio were determined in each group.A survey was conducted to evaluate the costs of diabetes treatments,the knowledge base related to their disease,lifestyle,and the awareness of the new care model.The rates of achieving the goal of blood glucose,blood pressure,and HbA1Ccontrol were calculated.Internet case discussion between GPs-Specialists and referral to certain specialists were implemented when some patients did not reach the control goal.ResultsBy the 12 month follow up,FBG,2hBG,HbAIc,blood pressure of the study group were lower than the baseline,and as well as the control group with statical significance (P<0.05).There are other improvcments:diabetes knowledge (29.1% vs 5.5% ),healthy diet (9.6% vs -10.4% ),blood glucose monitoring (30.3% vs 10.8% ),support for diabetes care in community (35.7% vs 9.4% ),and the preference of the new model (63.8% vs 17.9% ) with statistical significauce (P<0.01 ).As for the medical costs,the study group's monthly costs were consistently lower than the control's.( -3.39Yuan vs 32.26 Yuan,P<0.05).ConclusionsThe new diabetes care model based on GPs-Specialists tele-medicine and SMG in community opens the door to the community based care model formulation in regard to the health quality and costs control.The deployment of more technologies and management techniques could be explored further to improve the outcomes of community based chronic disease care model.
10.Patient pathway and clinical characteristics of 10 002 community residents with chronic diseases in urban areas of Shanghai
Bin DONG ; Yingxia ZHOU ; Liebin ZHAO ; Luo LU ; Lizhen SU ; Jingyan TIAN ; Ping CUI ; Xiaolan SHEN ; Shifeng SHEN ; Yufang BI ; Xiaoying LI ; Yingyao CHEN ; Mingyao ZHAO ; Yizhong TAO ; Haiyan SUN ; Dandan ZHAO ; Guang NING
Chinese Journal of Health Management 2011;05(1):20-23
Objective To understand patient pathway and clinical characteristics of chronic diseases in urban areas of Shanghai. Methods A total of 10 002 residents were enrolled and assigned to the chronic disease group (including hypertension, diabetes, coronary heart disease, myocardial infarction, and ischemic stroke) and the non-chronic disease group. Body mass index,fasting blood glucose, triglyceride,total cholesterol, high-density lipoprotein cholesterol and low-density lipoprotein cholesterol were tested.Difference of patient pathway and clinical characteristics of those chronic diseases was compared. Results Above chronic diseases were observed in 37.7% participants. About 2/3 diseases were confirmed and 80% patients were followed up in healthcare units not far away from home. Patients with coronary heart disease and myocardial infarction showed more outpatient visit to tertiary hospitals (P<0. 05 ). However, patients with ischemic stroke had health check, rehabilitation and pharmacy done mainly in local healthcare centers (P<0. 05 ). Diastolic blood pressure of patients visiting local doctors was significantly decreased (P<0. 05). Conclusion Some differences in patient pathway were found in this study. Communication and cooperation between medical institutions should be intensified for effective chronic disease control.

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