1.Analysis of Influencing Factors of Gastric Cancer Based on Lasso-Logistic Regression Model
Jing GUO ; Ji HAN ; Wenqing LV
Journal of Medical Research 2024;53(9):50-55
		                        		
		                        			
		                        			Objective To explore the influencing factors of gastric cancer and construct the clinical prediction model.Methods From December 2020 to October 2023,the clinical data of 1000 patients with stomach neoplasm admitted to Putuo Hospital,Shanghai U-niversity of Traditional Chinese Medicine and Shuguang Hospital,Shanghai University of Traditional Chinese Medicine were collected.Af-ter data cleaning and eliminating abnormal values,the patients were divided into gastric polyps group(n=487)and gastric cancer group(n=479).Non-parametric test was used to screen out meaningful indicators,Lasso regression to screen out the characteristic factors re-lated to gastric cancer with non-zero coefficient,and stepwise Logistic regression analysis to screen out the factors with significant correla-tion,and Lasso-Logistic regression model was constructed.The receiver operator characteristic(ROC)curve was plotted to calculate the area under the curve(AUC)and the confusion matrix to evaluate the model efficiency.Results The results of multivariate Logistic re-gression analysis showed that age,white blood cell(WBC)count,monocyte(M)count,alanine amiontransferase(ALT),cancer anti-gen 724(CA724),cancer antigen 242(CA242),cancer antigen 50(CA50)and carcinoembryonic antigen(CEA)were independent factors affecting gastric cancer.Based on the results of multivariate Logistic regression analysis,the risk prediction nomogram model of gas-tric cancer was constructed.The AUC of test set was 0.91,the accuracy rate was 100%,and the recall rate was 100%;the AUC of valida-tion set was 0.93,the accuracy rate was 93.63%,and the recall rate was 74.1%.The model has good prediction efficiency.Conclusion In this study,8 common predictors of gastric cancer were constructed,and the Lasso-logistic regression prediction model had good differen-tiation,which could be used to complete the early screening of gastric cancer based on the physical examination reports of patients.
		                        		
		                        		
		                        		
		                        	
2.Exploration of the process of talent recruitment in public hospitals in the era of digital economy
Yong ZHANG ; Xupeng HE ; Weiling ZHANG ; Fangfang JI ; Zhu LV
Modern Hospital 2024;24(6):901-903
		                        		
		                        			
		                        			In recent year,under the influence of the concept of"slow employment"and"lazy employment",more and more job seekers flow to the market.Considering that human resource is the basic of hospital survival and development,and talent recruitment is the source of talent work,hospitals need to ensure effective recruitment of talents under the digital economy era,and seize these opportunities to attract talents.By analyzing the measures of the recruitment process of the Six Affiliated Hospital of Sun Yat-sen University during 2018-2023,the paper summarizes the hospital's experience to improve the recruitment process by building a broader,more complete,faster and more accurate recruitment system.At the same time,the recruitment process should be constantly optimized in accordance with the current policies of epidemic prevention and control to ensure that talents are available for hospitals and hospitals can employ the most suitable talents.
		                        		
		                        		
		                        		
		                        	
3.Expert consensus on surgical treatment of oropharyngeal cancer
China Anti-Cancer Association Head and Neck Oncology Committee ; China Anti-Cancer Association Holistic Integrative Oral Cancer on Preventing and Screen-ing Committee ; Min RUAN ; Nannan HAN ; Changming AN ; Chao CHEN ; Chuanjun CHEN ; Minjun DONG ; Wei HAN ; Jinsong HOU ; Jun HOU ; Zhiquan HUANG ; Chao LI ; Siyi LI ; Bing LIU ; Fayu LIU ; Xiaozhi LV ; Zheng-Hua LV ; Guoxin REN ; Xiaofeng SHAN ; Zhengjun SHANG ; Shuyang SUN ; Tong JI ; Chuanzheng SUN ; Guowen SUN ; Hao TIAN ; Yuanyin WANG ; Yueping WANG ; Shuxin WEN ; Wei WU ; Jinhai YE ; Di YU ; Chunye ZHANG ; Kai ZHANG ; Ming ZHANG ; Sheng ZHANG ; Jiawei ZHENG ; Xuan ZHOU ; Yu ZHOU ; Guopei ZHU ; Ling ZHU ; Susheng MIAO ; Yue HE ; Jugao FANG ; Chenping ZHANG ; Zhiyuan ZHANG
Journal of Prevention and Treatment for Stomatological Diseases 2024;32(11):821-833
		                        		
		                        			
		                        			With the increasing proportion of human papilloma virus(HPV)infection in the pathogenic factors of oro-pharyngeal cancer,a series of changes have occurred in the surgical treatment.While the treatment mode has been im-proved,there are still many problems,including the inconsistency between diagnosis and treatment modes,the lack of popularization of reconstruction technology,the imperfect post-treatment rehabilitation system,and the lack of effective preventive measures.Especially in terms of treatment mode for early oropharyngeal cancer,there is no unified conclu-sion whether it is surgery alone or radiotherapy alone,and whether robotic minimally invasive surgery has better func-tional protection than radiotherapy.For advanced oropharyngeal cancer,there is greater controversy over the treatment mode.It is still unclear whether to adopt a non-surgical treatment mode of synchronous chemoradiotherapy or induction chemotherapy combined with synchronous chemoradiotherapy,or a treatment mode of surgery combined with postopera-tive chemoradiotherapy.In order to standardize the surgical treatment of oropharyngeal cancer in China and clarify the indications for surgical treatment of oropharyngeal cancer,this expert consensus,based on the characteristics and treat-ment status of oropharyngeal cancer in China and combined with the international latest theories and practices,forms consensus opinions in multiple aspects of preoperative evaluation,surgical indication determination,primary tumor re-section,neck lymph node dissection,postoperative defect repair,postoperative complication management prognosis and follow-up of oropharyngeal cancer patients.The key points include:① Before the treatment of oropharyngeal cancer,the expression of P16 protein should be detected to clarify HPV status;② Perform enhanced magnetic resonance imaging of the maxillofacial region before surgery to evaluate the invasion of oropharyngeal cancer and guide precise surgical resec-tion of oropharyngeal cancer.Evaluating mouth opening and airway status is crucial for surgical approach decisions and postoperative risk prediction;③ For oropharyngeal cancer patients who have to undergo major surgery and cannot eat for one to two months,it is recommended to undergo percutaneous endoscopic gastrostomy before surgery to effectively improve their nutritional intake during treatment;④ Early-stage oropharyngeal cancer patients may opt for either sur-gery alone or radiation therapy alone.For intermediate and advanced stages,HPV-related oropharyngeal cancer general-ly prioritizes radiation therapy,with concurrent chemotherapy considered based on tumor staging.Surgical treatment is recommended as the first choice for HPV unrelated oropharyngeal squamous cell carcinoma(including primary and re-current)and recurrent HPV related oropharyngeal squamous cell carcinoma after radiotherapy and chemotherapy;⑤ For primary exogenous T1-2 oropharyngeal cancer,direct surgery through the oral approach or da Vinci robotic sur-gery is preferred.For T3-4 patients with advanced oropharyngeal cancer,it is recommended to use temporary mandibu-lectomy approach and lateral pharyngotomy approach for surgery as appropriate;⑥ For cT1-2N0 oropharyngeal cancer patients with tumor invasion depth>3 mm and cT3-4N0 HPV unrelated oropharyngeal cancer patients,selective neck dissection of levels ⅠB to Ⅳ is recommended.For cN+HPV unrelated oropharyngeal cancer patients,therapeutic neck dissection in regions Ⅰ-Ⅴ is advised;⑦ If PET-CT scan at 12 or more weeks after completion of radiation shows intense FDG uptake in any node,or imaging suggests continuous enlargement of lymph nodes,the patient should undergo neck dissection;⑧ For patients with suspected extracapsular invasion preoperatively,lymph node dissection should include removal of surrounding muscle and adipose connective tissue;⑨ The reconstruction of oropharyngeal cancer defects should follow the principle of reconstruction steps,with priority given to adjacent flaps,followed by distal pedicled flaps,and finally free flaps.The anterolateral thigh flap with abundant tissue can be used as the preferred flap for large-scale postoperative defects.
		                        		
		                        		
		                        		
		                        	
4.Flavor technology for Jiannaoning Mixture based on electronic tongue combined with preference index
Ji-Yong FU ; Lv-Feng ZHANG ; Yan-Xu ZHANG ; Zhi WANG ; Pan-Wen HUANG ; Nian-Ping FENG ; Guo-Fu ZHU
Chinese Traditional Patent Medicine 2024;46(11):3585-3593
		                        		
		                        			
		                        			AIM To investigate the flavor technology for Jiannaoning Mixture based on electronic tongue combined with preference index.METHODS Artificial sensory evaluation method was employed to screen the type of flavor agents,electronic tongue was applied to screening the consumption of flavor agents,and double-bottle preference test was adopted in the analysis of effects of rat gender and body weight on taste sensitivity,after which acceleration test was conducted.RESULTS Sucrose,stevioside and xylitol were taken as flavor agents,whose optimal consumptions were 15%,0.08%and 15%,respectively.Male rats demonstrated stable taste perception with the body weights of 220-280 g,and 0.08%stevioside displayed the best flavoring effect.After placed under accelerated condition for 3 months,the preparation exhibited stable appearance,pH value and contents of lobetyolin,salvianolic acid B,schizandrin,ruscogenin.CONCLUSION This stable and reliable method can provide reference for improving the terrible tastes of Jiannaoning Mixture and other oral liquid preparations of traditional Chinese medicines.
		                        		
		                        		
		                        		
		                        	
5.Comparison of Anterior-posterior and Posterior-anterior Internal Fixation With Screws for Posterior Malleolar Fractures in Trimalleolar Fractures
Tianyi LIU ; Guojin HOU ; Fang ZHOU ; Hongquan JI ; Zhishan ZHANG ; Yan GUO ; Yang LV ; Yun TIAN
Chinese Journal of Minimally Invasive Surgery 2024;24(6):415-421
		                        		
		                        			
		                        			Objective To compare the efficacy of anterior-posterior and posterior-anterior screw fixation for posterior malleolar fractures surgery.Methods A retrospective analysis of 376 cases of posterior malleolar fractures treated with lag screws from January 2011 to October 2022 with more than 12 months of follow-up period was conducted.The patients were divided into two subgroups based on the thickness of the fracture fragment,with 167 cases in the small fracture subgroup having a fracture fragment thickness<17 mm(screw thread length)and 209 cases in the large fracture subgroup having a fracture fragment thickness ≥ 17 mm.Each subgroup was further divided into anterior-posterior and posterior-anterior groups based on the direction of screw fixation in the posterior malleolar fracture surgery.In the small fracture subgroups,there were 74 cases in the anterior-posterior group and 93 cases in the posterior-anterior group.In the large fracture subgroup,there were 88 cases in the anterior-posterior group and 121 cases in the posterior-anterior group.The American Orthopaedic Foot and Ankle Society(AOFAS)ankle-hindfoot score was measured at the last follow-up.The displacement of the fracture fragment in the direction of the fracture line(Dn)and perpendicular to the fracture line(Dt)were measured on the first day after surgery and at the last follow-up,and the displacement of the fracture fragment was calculated,which was the difference between Dn+Dt at the last follow-up and Dn+Dt on the first day after surgery.Results On the first day after surgery,X-ray showed no significant difference in Dn and Dt between the anterior-posterior and posterior-anterior groups in both of the small and large fracture subgroups(P>0.05).The entire group was followed up for 12-85 months,with an average of 19.3 months.In the small fracture subgroup,the displacement of the fracture fragment in the posterior-anterior group[(0.11±0.19)mm]was superior to that in the anterior-posterior group[(0.19±0.21)mm;P=0.011],and the AOFAS score was also superior to that in the anterior-posterior group[(80.2±8.4)points vs.(76.2±8.6)points,P=0.003].In the large fracture subgroup,there was no significant difference in fracture displacement between the posterior-anterior group[(0.11±0.18)mm]and the anterior-posterior group[(0.12±0.19)mm;P=0.630],and there was also no significant difference in AOFAS scores[(84.1±7.8)points vs.(82.8±7.6)points,P=0.246].Conclusions There is no significant difference in the reduction effect between anterior-posterior and posterior-anterior lag screw internal fixation for posterior malleolar fractures in trimalleolar fractures.For patients with fracture thickness<17 mm,posterior-anterior fixation is superior to anterior-posterior fixation;for patients with fracture thickness ≥17 mm,there is no significant difference in the efficacy between anterior-posterior and posterior-anterior fixation.
		                        		
		                        		
		                        		
		                        	
6.Antibiotic pollution characteristics and health risk assessment of source water in Yichang City
Jun LIU ; Zhengyang WAN ; Caiping YANG ; Lv JI ; Qinna LI ; Xiaobo YANG
Journal of Public Health and Preventive Medicine 2023;34(2):65-68
		                        		
		                        			
		                        			Objective  To investigate the distribution characteristics of antibiotics in source water and their health risks to human body in Yichang City, and to provide a scientific basis for the prevention and control of new types of pollution such as antibiotics in drinking water.  Methods  Solid phase extraction (SPE) was used for enrichment, and ultra-high performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS) was used to detect and analyze the content of five types of antibiotics including sulfonamides, tetracyclines, chloramphenicol, quinolones and β-lactams in the main drinking water sources of Yichang City. The human health risk assessment of these antibiotics was conducted.  Results  All five types of antibiotics were detected in the source water of Yichang City, and the detection rate was 6.25% to 81.25%. The total detection rate of β-lactam antibiotics was the highest, and the highest detection concentration of norfloxacin was 213.9 ng/L. The health risk assessment of 11 antibiotics detected in the source water showed that these antibiotics would not cause obvious health harm to human body, but the risk entropy (RQH) tended to increase with the younger age.  Conclusion  The distribution level of antibiotics in source water of Yichang City will not cause obvious health harm to human body.
		                        		
		                        		
		                        		
		                        	
7.S1PR1 serves as a viable drug target against pulmonary fibrosis by increasing the integrity of the endothelial barrier of the lung.
Mengyao HAO ; Rong FU ; Jun TAI ; Zhenhuan TIAN ; Xia YUAN ; Yang CHEN ; Mingjin WANG ; Huimin JIANG ; Ming JI ; Fangfang LAI ; Nina XUE ; Liping BAI ; Yizhun ZHU ; Xiaoxi LV ; Xiaoguang CHEN ; Jing JIN
Acta Pharmaceutica Sinica B 2023;13(3):1110-1127
		                        		
		                        			
		                        			Idiopathic pulmonary fibrosis (IPF) is a progressive lung disease with unclear etiology and limited treatment options. The median survival time for IPF patients is approximately 2-3 years and there is no effective intervention to treat IPF other than lung transplantation. As important components of lung tissue, endothelial cells (ECs) are associated with pulmonary diseases. However, the role of endothelial dysfunction in pulmonary fibrosis (PF) is incompletely understood. Sphingosine-1-phosphate receptor 1 (S1PR1) is a G protein-coupled receptor highly expressed in lung ECs. Its expression is markedly reduced in patients with IPF. Herein, we generated an endothelial-conditional S1pr1 knockout mouse model which exhibited inflammation and fibrosis with or without bleomycin (BLM) challenge. Selective activation of S1PR1 with an S1PR1 agonist, IMMH002, exerted a potent therapeutic effect in mice with bleomycin-induced fibrosis by protecting the integrity of the endothelial barrier. These results suggest that S1PR1 might be a promising drug target for IPF therapy.
		                        		
		                        		
		                        		
		                        	
8.SWI/SNF Complex Gene Mutations Promote the Liver Metastasis of Non-small Cell Lung Cancer Cells in NSI Mice.
Lingling GAO ; Zhi XIE ; Shouheng LIN ; Zhiyi LV ; Wenbin ZHOU ; Ji CHEN ; Linlin ZHU ; Li ZHANG ; Penghui ZENG ; Xiaodan HUANG ; Wenqing YAN ; Yu CHEN ; Danxia LU ; Shuilian ZHANG ; Weibang GUO ; Peng LI ; Xuchao ZHANG
Chinese Journal of Lung Cancer 2023;26(10):753-764
		                        		
		                        			BACKGROUND:
		                        			The switch/sucrose nonfermentable chromatin-remodeling (SWI/SNF) complex is a pivotal chromatin remodeling complex, and the genomic alterations (GAs) of the SWI/SNF complex are observed in several cancer types, correlating with multiple biological features of tumor cells. However, their role in liver metastasis of non-small cell lung cancer (NSCLC) remains unclear. Our study aims to investigate the role and potential mechanisms underlying NSCLC liver metastasis induced by the GAs of SWI/SNF complex.
		                        		
		                        			METHODS:
		                        			The GAs of SWI/SNF complex in NSCLC cell lines (H1299, H23 and H460) were identified by whole-exome sequencing (WES). ARID1A knockout H1299 cell was constructed with the CRISPR/Cas9 technology. The mouse model of liver metastasis from NSCLC was established to simulate lung cancer liver metastasis and observe the metastasis rate under different gene mutation conditions. RNA sequencing and Western blot were conducted for differential gene expression analysis. Immunohistochemistry (IHC) analysis was used to assess protein expression levels of SWI/SNF-regulated target molecules in mouse liver metastases.
		                        		
		                        			RESULTS:
		                        			WES analysis revealed intracellular gene mutations. The animal experiments demonstrated a correlation between the GAs of SWI/SNF complex and a higher liver metastasis rate in immunodeficient mice. Transcriptome sequencing and Western blot analysis showed upregulated expression of ALDH1A1 and APOBEC3B in SWI/SNF-mut cells, particularly in ARID1A-deficient H460 and H1299 sgARID1A cells. IHC staining of mouse liver metastases further demonstrated elevated expression of ALDH1A1 in the H460 and H1299 sgARID1A group.
		                        		
		                        			CONCLUSIONS
		                        			This study underscores the critical role of the GAs of SWI/SNF complex, such as ARID1A and SMARCA4, in promoting liver metastasis of lung cancer cells. The GAs of SWI/SNF complex may promote liver-specific metastasis by upregulating ALDH1A1 and APOBEC3B expression, providing novel insights into the molecular mechanisms underlying lung cancer liver metastasis.
		                        		
		                        		
		                        		
		                        			Animals
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		                        			Mice
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		                        			Carcinoma, Non-Small-Cell Lung/genetics*
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		                        			Lung Neoplasms/genetics*
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		                        			Mutation
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		                        			Liver Neoplasms/genetics*
		                        			
		                        		
		                        	
9.Risk Prediction Model for Pulmonary Fungal Infections in Patients with Lung Cancer
Wei-wei DU ; Wen-tao JI ; Tian LUO ; Jian-ping LIANG ; Yan-hua LV
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(6):1022-1029
		                        		
		                        			
		                        			ObjectiveTo investigate the risk factors for pulmonary fungal infection in lung cancer patients, construct and validate a risk prediction model using available clinical data to predict the risk of pulmonary fungal infections in patients with lung cancer. MethodsWe conducted a retrospective study and collected information of 390 lung cancer patients treated at Zhongshan People's Hospital from January 2021 to March 2023. Demographic and clinical characteristics of the patients with and without pulmonary fungal infections were used to construct column line graphs to predict the occurrence of pulmonary fungal infections. All enrolled patients were randomly assigned to training set and internal validation set in the ratio of 7:3. For the modelling group, LASSO regression was applied to screen variables and select predictors, and multivariate logistic regression with a training set was used to construct the Noe column line graph model. The judgment ability of the model was determined by calculating the area under the curve (AUC), and in addition, calibration analysis and decision curve analysis (DCA) were performed on the model. ResultsLASSO regression identified 14 potential predictive factors, and further logistic regression analysis showed that hepatic injury, surgery, anemia, hypoalbuminemia, illness course, invasive operation, hospital stay at least 2 weeks and glucocorticoid used for at least 2 weeks were independent predictors for the occurrence of pulmonary fungal infection in lung cancer patients. A predictive model was established based on these variables, with an AUC95%CI of 0.980 (0.973, 0.896) for the training set and an AUC95%CI of 0.956 (0.795, 1.000) for internal validation, indicating high discriminative ability. The calibration curves for both the training set and validation set were distributed along the 45°line, and the decision curve analysis (DCA) showed net benefit for threshold probabilities greater than 0.03. ConclusionsThe construction and validation of a predictive model for the risk of lung fungal infections in lung cancer patients will help clinical practitioners to identify high-risk groups and give timely intervention or adjust treatment decisions. 
		                        		
		                        		
		                        		
		                        	
10.Cardiovascular events and risk factors in hematological neoplasms patients treated with anthracyclines.
Meng Yuan DAI ; Yan Li ZHANG ; Yu Xi SUN ; Xin LV ; Xin Xin ZHANG ; Xiu Li SUN ; Feng Qi FANG ; Ji Wei LIU ; Yun Long XIA ; Ying LIU
Chinese Journal of Cardiology 2022;50(11):1058-1063
		                        		
		                        			
		                        			Objective: To explore the incidence and risk factors of cardiovascular events in hematological neoplasms patients treated with anthracyclines in the real world. Methods: A total of 408 patients with lymphoma and leukemia, who were treated with anthracyclines during hospitalization in the First Affiliated Hospital of Dalian Medical University from January 1, 2018 to July 31, 2021, were included in this retrospective study. Patients were divided into cardiovascular event group (n=74) and non-cardiovascular event group (n=334). The primary endpoint was cardiovascular events (arrhythmia, heart failure, acute myocardial infarction etc.) after anthracyclines therapy. The secondary endpoint was all-cause mortality, cardiovascular-cause death, discontinued chemotherapy due to cardiovascular events. Multivariate regression analysis was used to investigate the risk factors of cardiovascular events. Kaplan-Meier was performed to calculate the incidence of all-cause mortality. Results: The mean age was (55.6±14.9) years, and there were 227 male patients (55.6%) in this cohort. The median follow-up time was 45 months. During follow-up, cardiovascular adverse events occurred in 74 patients (18.1%), including 45 heart failure (38 were heart failure with preserved ejection fraction), 30 arrhythmia, 4 acute myocardial infarction and 2 myocarditis/pericarditis. Multivariate regression analysis showed age (OR=1.024, 95%CI 1.003-1.045, P=0.027) and history of hypertension over 10 years (OR=2.328, 95%CI 1.055-5.134, P=0.036) were independent risk factors for the cardiovascular events. Kaplan-Meier survival curve showed mortality was significantly higher in cardiovascular event group than in non-cardiovascular event group (47.3% vs. 26.6%, P=0.001). In the cardiovascular event group, chemotherapy was discontinued in 9 cases (12.2%) due to cardiovascular events and cardiovascular death occurred in 7 cases (9.5%). Conclusions: Although heart failure is the main cardiovascular event in lymphoma and leukemia patients post anthracyclines therapy, other cardiovascular events especially arrhythmias are also common. The presence of cardiovascular events is associated with higher risk of all-cause mortality in these patients. Age and long-term hypertension are independent risk factors for cardiovascular events in lymphoma and leukemia patients after anthracyclines treatment.
		                        		
		                        		
		                        		
		                        			Humans
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		                        			Male
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		                        			Adult
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		                        			Middle Aged
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		                        			Aged
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		                        			Child
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		                        			Anthracyclines/adverse effects*
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		                        			Retrospective Studies
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		                        			Risk Factors
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		                        			Heart Failure/drug therapy*
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		                        			Myocardial Infarction/complications*
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		                        			Hematologic Neoplasms/complications*
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		                        			Arrhythmias, Cardiac/complications*
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		                        			Leukemia/complications*
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		                        			Hypertension/complications*
		                        			
		                        		
		                        	
            

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