1.Association between volatile organic compounds and mortality risk of stroke
Siru YANG ; Lin HUANG ; Hang DONG ; Di LIU ; Zhou YANG ; Sujuan CHEN ; Guozhen LIN ; Boguang WANG ; Jun YANG
Chinese Journal of Epidemiology 2023;44(8):1216-1223
		                        		
		                        			
		                        			Objective:To investigate the effect of volatile organic compounds (VOCs) exposure in the atmosphere on the risk of daily death from stroke in Guangzhou.Methods:Daily average concentrations of twelve atmospheric VOCs, meteorological factors, and daily deaths for stroke and its subtypes (including ischemic and hemorrhagic stroke) in Guangzhou from 2020 to 2021 were collected. The time-series Poisson generalized additive model was established to analyze the relationship between daily average concentrations of atmospheric VOCs and daily mortality from a stroke on different lag days. The season, gender, and age group further performed stratification analysis.Results:Toluene and n-pentane were associated with a higher mortality risk from stroke and its subtypes. For each interquartile range ( IQR) increment in toluene concentration at lag0- 1 days, the RRs for mortality from stroke and hemorrhagic stroke were 1.060 (95% CI: 1.036-1.085) and 1.071 (95% CI: 1.030-1.113), respectively. For each IQR increment in n-pentane concentration, the RR for mortality from ischemic stroke was 1.064 (95% CI: 1.030-1.099). The effect estimates of VOCs may be higher during the cold season and among women and people aged ≥75 years. For each IQR increment in toluene concentration, the RRs for mortality risk of stroke in the cold season and women were 1.099 (95% CI: 1.056-1.143) and 1.085 (95% CI: 1.050-1.120), respectively. For n-pentane, the RR for death risk of stroke in people aged ≥75 years old was 1.072 (95% CI: 1.036-1.109). Results of sensitivity analysis showed that the effect estimates fluctuated less when PM 2.5 and O 3 were separately introduced for the two-pollutant model, as well as changing the degrees of freedom for covariates. Conclusions:This study suggests that VOCs may be an independent risk factor for daily mortality from stroke. Moreover, Toluene presented the most significant health impact.
		                        		
		                        		
		                        		
		                        	
2.Quality evaluation tools for mobile medical applications from the perspective of health promotion: a scoping review
Shenxinyu LIU ; Guozhen SUN ; Jie WANG ; Min GAO ; Yangxi HUANG ; Tianqi YU
Chinese Journal of Modern Nursing 2023;29(19):2538-2544
		                        		
		                        			
		                        			Objective:To implement scoping review of the quality evaluation tool for mobile medical applications (mHealth APP) based on the perspective of health promotion, so as to provide reference for the development or introduction of tools suitable for China and provide inspiration for conducting high quality mHealth APP electronic health intervention research.Methods:Following the method of scoping review, mHealth APP quality evaluation tool development and validation articles published from January 2008 to February 2022 were systematically searched in Cochrane Library, PubMed, EMbase, Institute for Scientific Information (ISI) Web of Science, SCOPUS, CINAHL, PsyINFO, China National Knowledge Infrastructure, VIP, WanFang Data and China Biomedical Literature Database. This study extracted the basic information of the tool and used topic analysis to summarize and integrate the content of the tool items.Results:A total of 27 studies were included, involving 14 mHealth APP quality evaluation tools. The theme analysis process of evaluating the content of items generated a total of 300 primary codes, which were classified into four themes, including software attributes, medical science, behavioral science, and user experience.Conclusions:As a cross disciplinary product, the mHealth app faces multiple challenges in terms of quality. At present, the focus of existing quality evaluation tools varies, among which scientific evaluation originates from the special positioning of mHealth APP and needs to be taken seriously. Different evaluation perspectives may be potential factors that affect the quality evaluation results, and as a key link, users' needs need to be further focused and explored.
		                        		
		                        		
		                        		
		                        	
3.Epidemiological features and antiviral response of genotype 6 chronic hepatitis C
Jinni HUANG ; Jianning JIANG ; Dandan LIANG ; Shiyu LONG ; Guozhen DONG ; Man SU ; Jijiao LI ; Chunling TENG ; Ping ZHANG ; Minghua SU
Journal of Clinical Hepatology 2022;38(4):793-797
		                        		
		                        			
		                        			 Objective To investigate the epidemiological features and antiviral response of patients with genotype 6 chronic hepatitis C (CHC) in Guangxi, China. Methods A total of 97 patients with genotype 6 CHC who were admitted to The First Affiliated Hospital of Guangxi Medical University from December 2012 to December 2020 were enrolled, among whom 62 patients were given antiviral therapy. The 62 patients receiving antiviral therapy were divided into interferon group with 22 patients and direct-acting antiviral agent (DAA) group with 40 patients. Related data were collected, including general demographic data, HCV RNA, liver function, routine blood test results, and renal function. The chi-square test was used for comparison of categorical data between groups. Results Among the 97 patients, there were 69 male patients (71.1%) and 28 female patients (28.9%), with a mean age of 41.97±10.12 years, and the patients aged 30-40 years accounted for 47.4% (46/97). Of all 97 patients, 95 (97.9%) had genotype 6a, 1 had genotype 6e, and 1 had genotype 6xa. Among the 65 patients with a definite route of infection, 41 (63.1%) had intravenous drug use, 14 had medical-related operations, 9 had blood transfusion, and 4 had sexual contact as the route of infection. For the interferon group, the rapid virologic response (RVR) rate at week 4 was 81.8% (18/22), the rate of undetectable virus at the time of drug withdrawal (Epoint) was 86.4% (19/22), the rate of sustained virologic response at 12 weeks after drug withdrawal (SVR12) was 81.8%, and the rate of sustained virological response at 24 weeks after drug withdrawal (SVR24) was 81.8%; 1 patient in this group experienced recurrence. All 40 patients in the DAA group were previously untreated patients (33 patients without liver cirrhosis and 7 patients with compensated liver cirrhosis), with an overall RVR rate of 87.5%(35/40), an Epoint rate of 100%, and an SVR12 rate of 100%, and there was no treatment failure or recurrence. Although different DAA regimens had different RVR rates, they all had a SVR12 rate of 100%. The patients with compensated liver cirrhosis and other diseases had a SVR12 rate of 100%. Conclusion Intravenous drug addiction is the main route of infection for patients with genotype 6 CHC in Guangxi, and CHC is more common in men, with genotype 6a as the main subtype. DAA treatment has a higher virologic response rate than interferon treatment, with an SVR12 rate of 100%. There is no significant difference in SVR12 rate between the patients with compensated liver cirrhosis and those without liver cirrhosis. 
		                        		
		                        		
		                        		
		                        	
4.Prognostic value of pretreatment systemic immune-inflammation index and lactate dydrogenasein nasopharyngeal carcinoma
Fengge ZHOU ; Liting LIU ; Xiaodong HUANG ; Shiran SUN ; Xuesong CHEN ; Qiuyan CHEN ; Linquan TANG ; Haiqiang MAI ; Kai WANG ; Yuan QU ; Runye WU ; Ye ZHANG ; Qingfeng LIU ; Jianghu ZHANG ; Jingwei LUO ; Jianping XIAO ; Li GAO ; Guozhen XU ; Jingbo WANG ; Junlin YI
Chinese Journal of Oncology 2022;44(8):842-850
		                        		
		                        			
		                        			Objective:To evaluate the prognostic value of pretreatment systemic immune-inflammation index (SII) and lactate dehydrogenase (LDH) in non-metastatic nasopharyngeal carcinoma (NPC).Methods:We retrospectively collected the data of 839 patients with non-metastatic NPC from National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital and Sun Yat-sen University Cancer Center between January 2007 and October 2015. All patients received intensity modulated radiation based treatment. Optimal cutoff value of SII and LDH were determined by X-title software. The association between SII, LDH and clinical prognosis of non-metastatic NPC patients were analyzed. Kaplan-Meier method was used for survival analysis, and Log rank test was used for comparison of survival rates between groups. Propensity score matching (PSM) analysis was carried out to minimize the effects of confounding factors. The risk stratification model of prognosis by combining N stage, SII and LDH was constructed to compare the prognosis of patients in high risk group, middle risk group and low risk group, and the receiver operating characteristic (ROC) curve analysis was used to evaluate its prognostic value.Results:The optimal cutoff value of SII is 447.2×10 9/L for predicting the 5-year overall survival (OS) of NPC patients, and the best cutoff value of LDH is 198.9 U/L. The proportion of patients with stage T3-4 and stage III-IVB in high SII group was higher than that in low SII group ( P<0.001). Multivariate Cox regression analysis showed that N stage, SII and LDH were independent factors of OS, progression-free survival (PFS) and distant metastasis-free survival (DMFS) of NPC patients (N stage, HR=1.705, 95% CI: 1.247-2.332; HR=1.755, 95% CI: 1.342-2.295; HR=2.161, 95% CI: 1.515-3.082. SII, HR=1.525, 95% CI: 1.097-2.119; HR=1.518, 95% CI: 1.150-2.004; HR=1.837, 95% CI: 1.272-2.653. LDH, HR=2.041, 95% CI: 1.403-2.968; HR=1.725, 95% CI: 1.233-2.414; HR=2.492, 95% CI: 1.690-3.672, respectively). After PSM, SII was still an independent prognostic factor of OS, PFS and DMFS in NPC patients ( HR=1.52, 95% CI: 1.09-2.12; HR=1.52, 95% CI: 1.15-2.00; HR=1.82, 95% CI: 1.26-2.63, respectively). Combined with N 2-3 stage, SII (>447.2×10 9/L), and LDH (>198.9 U/L), patients were divided into high-(3 risk factors), intermediate- (2 risk factors) and low-risk (0-1 risk factors) groups. The 5-year OS rates of patients in low-, intermediate- and high-risk groups were 86.1%, 79.8% and 41.2% respectively, the 5-year PFS rates were 80.7%, 70.2% and 33.9% respectively, and the 5-year DMFS rates were 88.9%, 79.2% and 47.5% respectively. There were significant differences in OS, PFS and DMFS among these three groups ( P<0.001). Distant metastasis was the main failure pattern in low-, intermediate- and high-risk groups, and the highest rate of distant metastasis was 83.3% (15/31) in high-risk group. ROC curve of the risk stratification model for predicting 5-year OS of NPC patients is 0.610, which is higher than TNM stage (0.609), SII (0.574) and LDH (0.558). Conclusions:Pretreatment SII and LDH are significantly correlated with the prognosis of patients with non-metastatic NPC. The combination of SII, LDH and N stage can stratify the prognostic risk of NPC patients. The risk stratification model can enhance the accuracy of prognosis.
		                        		
		                        		
		                        		
		                        	
5.Prognostic value of pretreatment systemic immune-inflammation index and lactate dydrogenasein nasopharyngeal carcinoma
Fengge ZHOU ; Liting LIU ; Xiaodong HUANG ; Shiran SUN ; Xuesong CHEN ; Qiuyan CHEN ; Linquan TANG ; Haiqiang MAI ; Kai WANG ; Yuan QU ; Runye WU ; Ye ZHANG ; Qingfeng LIU ; Jianghu ZHANG ; Jingwei LUO ; Jianping XIAO ; Li GAO ; Guozhen XU ; Jingbo WANG ; Junlin YI
Chinese Journal of Oncology 2022;44(8):842-850
		                        		
		                        			
		                        			Objective:To evaluate the prognostic value of pretreatment systemic immune-inflammation index (SII) and lactate dehydrogenase (LDH) in non-metastatic nasopharyngeal carcinoma (NPC).Methods:We retrospectively collected the data of 839 patients with non-metastatic NPC from National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital and Sun Yat-sen University Cancer Center between January 2007 and October 2015. All patients received intensity modulated radiation based treatment. Optimal cutoff value of SII and LDH were determined by X-title software. The association between SII, LDH and clinical prognosis of non-metastatic NPC patients were analyzed. Kaplan-Meier method was used for survival analysis, and Log rank test was used for comparison of survival rates between groups. Propensity score matching (PSM) analysis was carried out to minimize the effects of confounding factors. The risk stratification model of prognosis by combining N stage, SII and LDH was constructed to compare the prognosis of patients in high risk group, middle risk group and low risk group, and the receiver operating characteristic (ROC) curve analysis was used to evaluate its prognostic value.Results:The optimal cutoff value of SII is 447.2×10 9/L for predicting the 5-year overall survival (OS) of NPC patients, and the best cutoff value of LDH is 198.9 U/L. The proportion of patients with stage T3-4 and stage III-IVB in high SII group was higher than that in low SII group ( P<0.001). Multivariate Cox regression analysis showed that N stage, SII and LDH were independent factors of OS, progression-free survival (PFS) and distant metastasis-free survival (DMFS) of NPC patients (N stage, HR=1.705, 95% CI: 1.247-2.332; HR=1.755, 95% CI: 1.342-2.295; HR=2.161, 95% CI: 1.515-3.082. SII, HR=1.525, 95% CI: 1.097-2.119; HR=1.518, 95% CI: 1.150-2.004; HR=1.837, 95% CI: 1.272-2.653. LDH, HR=2.041, 95% CI: 1.403-2.968; HR=1.725, 95% CI: 1.233-2.414; HR=2.492, 95% CI: 1.690-3.672, respectively). After PSM, SII was still an independent prognostic factor of OS, PFS and DMFS in NPC patients ( HR=1.52, 95% CI: 1.09-2.12; HR=1.52, 95% CI: 1.15-2.00; HR=1.82, 95% CI: 1.26-2.63, respectively). Combined with N 2-3 stage, SII (>447.2×10 9/L), and LDH (>198.9 U/L), patients were divided into high-(3 risk factors), intermediate- (2 risk factors) and low-risk (0-1 risk factors) groups. The 5-year OS rates of patients in low-, intermediate- and high-risk groups were 86.1%, 79.8% and 41.2% respectively, the 5-year PFS rates were 80.7%, 70.2% and 33.9% respectively, and the 5-year DMFS rates were 88.9%, 79.2% and 47.5% respectively. There were significant differences in OS, PFS and DMFS among these three groups ( P<0.001). Distant metastasis was the main failure pattern in low-, intermediate- and high-risk groups, and the highest rate of distant metastasis was 83.3% (15/31) in high-risk group. ROC curve of the risk stratification model for predicting 5-year OS of NPC patients is 0.610, which is higher than TNM stage (0.609), SII (0.574) and LDH (0.558). Conclusions:Pretreatment SII and LDH are significantly correlated with the prognosis of patients with non-metastatic NPC. The combination of SII, LDH and N stage can stratify the prognostic risk of NPC patients. The risk stratification model can enhance the accuracy of prognosis.
		                        		
		                        		
		                        		
		                        	
6.Clinical features of talaromycosis marneffei in human immunodeficiency virus negative and human immunodeficiency virus positive patients
Linman LI ; Jianning JIANG ; Mengfeng JIANG ; Jinni HUANG ; Dandan LIANG ; Shiyu LONG ; Guozhen DONG ; Minghua SU
Chinese Journal of Infectious Diseases 2021;39(6):328-332
		                        		
		                        			
		                        			Objective:To compare the similarities and differences of clinical characteristics of human immunodeficiency virus (HIV)-negative and HIV-positive patients with talaromycosis marneffei (TSM).Methods:The clinical data of 175 inpatients diagnosed with TSM in First Affiliated Hospital of Guangxi Medical University from May 2012 to April 2019 were retrospectively analyzed. The patients were divided into HIV-positive group and HIV-negative group according to the results of HIV confirmation test. The clinical manifestations, laboratory examination indicators (white blood cell count, hemoglobin, albumin, CD4 + T lymphocyte count and C-reactive protein (CRP)) between the two groups were compared. Mann-Whitney U test and chi-square test were used for statistical analysis. Results:Among 175 TSM patients, 85 were HIV-positive and 90 were HIV-negative patients. The main clinical manifestations of fever and lymphadenopathy in the HIV-positive group and HIV-negative group were 71 (83.53%) cases and 73 (81.11%) cases, 50 (58.82%) cases and 47 (52.22%) cases, respectively, and there were both no statistical differences ( χ2=0.175 and 0.771, respectively, both P>0.05), while respiratory symptoms, weight loss and subcutaneous masses were 62 (72.94%) cases and 81 (90.00%) cases, 73 (85.88%) cases and 56 (62.22%) cases, one (1.18%) case and 16 (17.78%) cases, respectively, the differences were all statistically significant ( χ2=8.514, 12.630 and 13.737, respectively, all P<0.01). Hemoglobin in HIV-positive group and HIV-negative group were 90.50 (77.00, 113.95) g/L and 88.65 (72.85, 99.93) g/L, respectively. The difference was statistically significant ( Z=2.023, P=0.043). The ratios of albumin<30 g/L, CRP>10 mg/L in the two groups were 69.41%(59/85) and 60.00%(54/90), 94.37%(67/71) and 94.19%(81/86), respectively, and the differences were both not statistically significant ( χ2=1.693 and 0, respectively, both P>0.05). The ratios of cases with white blood cell counts >10×10 9/L and CD4 + T lymphocyte count<50/μL in the positive and negative groups were 3.53%(3/85) and 81.11%(73/90), 80.77%(63/78) and 1.75%(1/57), respectively, the differences were both statistically significant ( χ2=107.095 and 82.467, respectively, both P<0.01). Conclusions:In TSM patients, HIV-negative with subcutaneous masses, and increased white blood cell counts are common. Decreased body weight and CD4 + T lymphocyte count<50/μL in HIV-positive patients are more common than HIV-negative patients.
		                        		
		                        		
		                        		
		                        	
7.Analysis of the factors influencing the efficacy of concurrent chemoradiotherapy for locally advanced head and neck squamous cell carcinoma: based on a phase Ⅲ clinical randomized controlled study
Kai WANG ; Yuan QU ; Junlin YI ; Xuesong CHEN ; Xiaolei WANG ; Shaoyan LIU ; Zhengang XU ; Shiping ZHANG ; Runye WU ; Ye ZHANG ; Suyan LI ; Jingwei LUO ; Jianping XIAO ; Li GAO ; Guozhen XU ; Yexiong LI ; Xiaodong HUANG
Chinese Journal of Radiation Oncology 2021;30(3):230-234
		                        		
		                        			
		                        			Objective:To identify the population who can obtain clinical benefit from concurrent chemoradiotherapy through the survival analysis during concurrent chemoradiotherapy in different subgroups.Methods:All data from a phase Ⅲ randomized controlled clinical trial were collected to compare the efficacy between preoperative concurrent chemoradiotherapy and preoperative radiotherapy from 2002 to 2012 in Cancer Hospital of the Chinese Academy of Medical Sciences. A total of 222 patients received radiation therapy with a median dose of 69.96 Gy (27.56-76.00 Gy). The cisplatin chemotherapy regimen was adopted and the median dose was 250 mg (100-570 mg). In total, 98 patients received intensity-modulated radiotherapy (IMRT). The survival analysis was conducted with Kaplan- Meier method and univariate analysis was performed with log-rank test. The multivariate prognostic analysis was conducted with Cox’s regression model. Results:The median follow-up time was 59 months (7-139 months). Among them, 104 patients were assigned in the chemoradiotherapy group and 118 patients in the radiotherapy alone group. The local and regional recurrence rates did not significantly differ between two groups (both P>0.05), while chemoradiotherapy tended to decrease the distant metastasis rate compared with the radiotherapy alone (14.4% vs. 24.6, P=0.058). Univariate analysis showed that concurrent chemoradiotherapy significantly increased the local recurrence-free survival in the early N stage subgroup ( P=0.009), and there was an increasing trend in patients aged≤55 years and female patients ( P=0.052, 0.066). The distant metastasis-free survival was significantly improved in T 4( P=0.048), N 3( P=0.005), non-IMRT treatment ( P=0.001) and hypopharyngeal carcinoma ( P=0.004) subgroups, there was an increasing trend in male ( P=0.064), high-and moderate-grade squamous cell carcinoma ( P=0.076) and non-surgical treatment subgroups ( P=0.063). Multivariate analyses showed that concurrent chemoradiotherapy significantly prolonged the progression-free survival and overall survival in patients aged≤55 years ( P=0.017 and 0.039), women ( P=0.041 and 0.039), high-and moderate-grade squamous cell carcinoma ( P=0.006 and 0.022), N 3 stage ( P=0.001 and 0.017), non-surgical treatment ( P=0.007 and 0.033) and non-IMRT treatment subgroups ( P=0.030 and 0.024), and it significantly increased the progression-free survival in patients with hypopharyngeal carcinoma ( P=0.022). Conclusion:Concurrent chemoradiotherapy can be actively delivered for young age, female, high-and moderate-grade squamous cell carcinoma, N 3 stage, non-surgical treatment and non-IMRT treatment patients.
		                        		
		                        		
		                        		
		                        	
8.Research status and hotspots of exercise rehabilitation for heart failure patients in China and abroad
Yangxi HUANG ; Guozhen SUN ; Min GAO ; Zhipeng BAO
Chinese Journal of Modern Nursing 2021;27(24):3226-3233
		                        		
		                        			
		                        			Objective:To analyze the research status and hotspots of patients with heart failure at home and abroad, to provide a reference for the exercise rehabilitation research of heart failure patients in China.Methods:The research references on exercise rehabilitation for heart failure patients were retrieved in Web of Science Core Collection database and CNKI from 2011 to 2020 and were analyzed with the information visual software CiteSpace V 5.6 R5. The analysis included the annual distribution, country or institution distribution, journal distribution, author distribution, institute distribution, high-frequency keywords and forewords.Result:A total of 8 896 articles were included in the analysis, including 1 347 Chinese articles and 7 549 English articles. The number of international publications in exercise rehabilitation for patients with heart failure was much higher than that of domestic publications, and the overall trend was sustained growth. Among them, developed countries led by the United States (accounting for 36.415% of the total number of articles) occupy a leading position in exercise rehabilitation for heart failure patients. Foreign literature research hotspots mainly focus on telerehabilitation. In contrast, domestic literature research hotspots mainly included the effects of exercise rehabilitation on elderly patients with heart failure and the intervention of nursing staff in exercise rehabilitation. At the same time, both domestic and foreign paid attention to the effects of exercise rehabilitation on patients with heart failure such as exercise capacity, cardiac function, quality of life connection with myocardial infarction.Conclusions:The field of exercise rehabilitation for patients with heart failure in China has gradually received attention. However, there is a gap between the research and the international levels, so further research is still needed. Telerehabilitation abroad of patients with heart failure can provide references for the development of domestic research.
		                        		
		                        		
		                        		
		                        	
9.Effect of salt restriction strategy based on salt taste on sodium intake of patients with chronic heart failure
Qianyi WANG ; Guozhen SUN ; Gaoqin WEN ; Qin WANG ; Min GAO ; Yuanyuan PENG ; Yanling HUANG ; Zejuan GU
Chinese Journal of Modern Nursing 2021;27(26):3522-3527
		                        		
		                        			
		                        			Objective:To explore the effect of salt restriction strategy based on salt taste on salt taste preference (STP) and sodium intake in patients with chronic heart failure.Methods:From April to September 2020, convenience sampling was used to select 166 patients with chronic heart failure in the Cardiology Department of a Class Ⅲ Grade A hospital in Nanjing City, Jiangsu Province as the research object. The patients were randomly divided into the experimental group (83 cases) and the control group (83 cases) . Both groups of patients were given standardized chronic heart failure treatment methods and health education. On this basis, the experimental group was given a low-salt nutrient meal of 5.0g, 6.0g, and 7.5 g per day according to the different STP of the patients.The 24-hour urine sodium, STP, and Dietary Sodium Restriction Questionnaire (DSRQ) were used to evaluate the intervention effect.Results:After the intervention, there was a statistically significant difference in STP between the two groups of patients ( P<0.05) . The 24-hour urine sodium of the experimental group after intervention was lower than that of the control group, and the difference was statistically significant ( P<0.01) . After the intervention, the DSRQ score of the experimental group was higher than that of the control group, and the difference was statistically significant ( P<0.01) . Conclusions:The salt restriction strategy based on salt taste can reduce the STP and urine sodium of patients with chronic heart failure, and improve the current status of the implementation of sodium restriction diet.
		                        		
		                        		
		                        		
		                        	
10. Patterns and risk factors of lymph node metastasis in locally advanced supraglottic squamous cell carcinoma
Yi XU ; Ye ZHANG ; Shaoyan LIU ; Xiaolei WANG ; Xiaodong HUANG ; Yuan QU ; Kai WANG ; Runye WU ; Xuesong CHEN ; Qingfeng LIU ; Shiran SUN ; Xi LUO ; Jingwei LUO ; Li GAO ; Guozhen XU ; Junlin YI
Chinese Journal of Radiation Oncology 2020;29(1):6-10
		                        		
		                        			 Objective:
		                        			To investigate the pattern of lymph node metastasis (LNM) in patients with locally advanced (T3, T4) laryngeal squamous cell carcinoma (LALSC) and provide reference for the delineation of clinical target volume.
		                        		
		                        			Methods:
		                        			Clinical data of 272 patients with LALSC treated in our hospital from 2000 to 2017 were retrospectively analyzed. All patients underwent bilateral neck dissection (at least level Ⅱ-Ⅳ). The LNM ratio of each node level was calculated. The risk factors of LNM were identified by univariate and multivariate logistic regression analyses.
		                        		
		                        			Results:
		                        			LNM was found in 156 of 272 patients (57.1%). According to the location of primary lesions, all patients were divided into group A (
		                        		
		                        	
            
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