1.The safety and feasibility of laparoscopic indocyanine green fluorescence mapping during sentinel node navigational surgery for early gastric cancer
Chunguang GUO ; Zefeng LI ; Tongbo WANG ; Xiaojie ZHANG ; Chongyuan SUN ; Hu REN ; Yong LIU ; Lizhou DOU ; Shun HE ; Yueming ZHANG ; Guiqi WANG ; Dongbing ZHAO
Chinese Journal of General Surgery 2024;39(10):770-775
Objective:To evaluate the safety and feasibility of the laparoscopic indocyanine green (ICG) fluorescence imaging during the sentinel node navigational surgery for the early gastric cancer.Methods:Patients with <4 cm early gastric cancer were chosen. 0.5 ml ICG (2.5 mg/ml) was preoperatively injected into submucosa around the lesion in four points by the endoscopy. The sentinel lymph node basin including the stained tissue and lymph node (LN) were completely resected guided by the fluorescence mapping under ICG laparoscopy. The specimen was inspected by frozen pathology section. The radical gastrectomy was dependent on the pathology result.Result:Between 2019 and 2021, a total of 18 patients were included in the final analysis. Most tumors (16/18) located in the middle or distal stomach. Median tumor size was 2.0 cm. Lymph vessel invasion was revealed in five cases and perineural invasion in three cases. According to AJCC tumor grading system, tumor depth was classified as Tis in 2 cases, T1a in 5 cases and T1b in 11 cases. Lymph node metastasis (LNM) was revealed in four patients (4/18, 22%). Median sentinel lymph node basins per patient were 2 (range, 1-5). An average 6 (range, 2-13) LNs were harvested in each case, including 6 (1-13) ICG stained LNs and 1 (0-5) non stained LNs. All of four LNM patients were detected by sentinel node navigational surgery. The rate of the sensitivity and accuracy were 100% and 100%, respectively. The median follow-up for the entire group was 58.3 months (0.3-59.9 months), with no recurrence or metastasis observed in any patient.Conclusion:The sensitivity and accuracy of the laparoscopic indocyanine green fluorescence imaging during the sentinel node navigational surgery were satisfactory.
2.Therapeutic efficacy analysis of endoscopic combined with serological diagnosis strategy and endoscopic in G1 and G2 gastric neuroendocrine neoplasms
Wenyu LI ; Yong LIU ; Yueming ZHANG ; Lizhou DOU ; Shun HE ; Yan KE ; Xudong LIU ; Yumeng LIU ; Hairui WU ; Guiqi WANG
Chinese Journal of Oncology 2024;46(4):326-334
Objective:To investigate the endoscopic combined serological diagnosis strategy for G1 and G2 gastric neuroendocrine neoplasms (G-NENs), and to evaluate the safety, short-term, and long-term efficacy of two endoscopic treatment procedures: endoscopic mucosal resection (EMR) and endoscopic submucosal dissection (ESD).Methods:This study retrospectively analyzed the clinical data of 100 consecutive patients with G-NENs who were hospitalized at the Cancer Hospital of the Chinese Academy of Medical Sciences from January 2011 to October 2023. These patients underwent endoscopic treatment, and propensity score matching (PSM) was used to compare clinicopathological characteristics, as well as short-term and long-term efficacy of lesions in the EMR group and ESD group before and after treatment.Results:Among the 100 patients with G-NENs, the median age was 54 years old. Before surgery, 29 cases underwent endoscopic combined serological examination, and 24 of them (82.2%) had abnormally elevated plasma chromogranin A. The combined diagnostic strategy for autoimmune atrophic gastritis (AIG) achieved a diagnostic accuracy of 100%(22/22). A total of 235 G-NEN lesions were included, with 84 in the ESD group and 151 in the EMR group. The median size of the lesions in the ESD group (5.0 mm) was significantly larger than that in the EMR group (2.0 mm, P<0.001). Additionally, the ESD group had significantly more lesions with pathological grade G2[23.8%(20/84) vs. 1.3%(2/151), P<0.001], infiltration depth reaching the submucosal layer [78.6%(66/84) vs. 51.0%(77/151), P<0.001], and more T2 stage compared to the EMR group[15.5%(13/84) vs. 0.7%(1/151), P<0.001]. After PSM, 49 pairs of lesions were successfully matched between the two groups. Following PSM, there were no significant differences in the en bloc resection rate [100.0%(49/49) vs. 100.0%(49/49)], complete resection rate [93.9%(46/49) vs. 100.0%(49/49)], and complication rate [0(0/49) vs. 4.1%(2/49)] between the two groups. During the follow-up period, no recurrence or distant metastasis was observed in any of the lesions in both groups. Conclusions:The combination of endoscopy and serology diagnostic strategy has the potential to enhance the accuracy of diagnosing G1 and G2 stage G-NENs and their background mucosa. Endoscopic resection surgery (EMR, ESD) is a proven and safe treatment approach for G1 and G2 stage G-NENs.
3.Development and validation of predictive models for esophageal squamous cell carcinoma and its precancerous lesions using terminal motif analysis in circulating cell-free DNA
Siyao LIU ; Zhengqi LI ; Lizhou DOU ; Yueming ZHANG ; Yong LIU ; Yumeng LIU ; Yan KE ; Xudong LIU ; Hairui WU ; Jiangtao CHU ; Shun HE ; Guiqi WANG
Chinese Journal of Oncology 2024;46(6):549-565
Objectives:To develop and validate predictive models for esophageal squamous cell carcinoma (ESCC) using circulating cell-free DNA (cfDNA) terminal motif analysis. The goal was to improve the non-invasive detection of early-stage ESCC and its precancerous lesions.Methods:Between August 2021 and November 2022, we prospectively collected plasma samples from 448 individuals at the Department of Endoscopy, Cancer Hospital, Chinese Academy of Medical Sciences for cfDNA extraction, library construction, and sequencing. We analyzed 201 cases of ESCC, 46 high-grade intraepithelial neoplasia (HGIN), 46 low-grade intraepithelial neoplasia (LGIN), 176 benign esophageal lesions, and 29 healthy controls. Participants, including ESCC patients and control subjects, were randomly assigned to a training set ( n=284) and a validation set ( n=122). The training cohort underwent z-score normalization of cfDNA terminal motif matrices and a selection of distinctive features differentiated ESCC cases from controls. The random forest classifier, Motif-1 (M1), was then developed through principal component analysis, ten-fold cross-validation, and recursive feature elimination. M1's efficacy was then validated in the validation and precancerous lesion sets. Subsequently, individuals with precancerous lesions were included in the dataset and participants were randomly allocated to newly formed training ( n=243), validation ( n=105), and test ( n=150) cohorts. Using the same procedure as M1, we trained the Motif-2 (M2) random forest model with the training cohort. The M2 model's accuracy was then confirmed in the validation cohort to establish the optimal threshold and further tested by performing validation in the test cohort. Results:We developed two cfDNA terminal motif-based predictive models for ESCC and associated precancerous conditions. The first model, M1, achieved a sensitivity of 90.0%, a specificity of 77.4%, and an area under the curve (AUC) of 0.884 in the validation cohort. For LGIN, HGIN, and T1aN0 stage ESCC, M1's sensitivities were 76.1%, 80.4%, and 91.2% respectively. Notably, the sensitivity for jointly predicting HGIN and T1aN0 ESCC reached 85.0%. Both the predictive accuracy and sensitivity increased in line with the cancer's progression ( P<0.001). The second model, M2, exhibited a sensitivity of 87.5%, a specificity of 77.4%, and an AUC of 0.857 in the test cohort. M2's sensitivities for detecting precancerous lesions and ESCC were 80.0% and 89.7%, respectively, and it showed a combined sensitivity of 89.4% for HGIN and T1aN0 stage ESCC. Conclusions:Two predictive models based on cfDNA terminal motif analysis for ESCC and its precancerous lesions are developed. They both show high sensitivity and specificity in identifying ESCC and its precancerous stages, indicating its potential for early ESCC detection.
4.Therapeutic efficacy analysis of endoscopic combined with serological diagnosis strategy and endoscopic in G1 and G2 gastric neuroendocrine neoplasms
Wenyu LI ; Yong LIU ; Yueming ZHANG ; Lizhou DOU ; Shun HE ; Yan KE ; Xudong LIU ; Yumeng LIU ; Hairui WU ; Guiqi WANG
Chinese Journal of Oncology 2024;46(4):326-334
Objective:To investigate the endoscopic combined serological diagnosis strategy for G1 and G2 gastric neuroendocrine neoplasms (G-NENs), and to evaluate the safety, short-term, and long-term efficacy of two endoscopic treatment procedures: endoscopic mucosal resection (EMR) and endoscopic submucosal dissection (ESD).Methods:This study retrospectively analyzed the clinical data of 100 consecutive patients with G-NENs who were hospitalized at the Cancer Hospital of the Chinese Academy of Medical Sciences from January 2011 to October 2023. These patients underwent endoscopic treatment, and propensity score matching (PSM) was used to compare clinicopathological characteristics, as well as short-term and long-term efficacy of lesions in the EMR group and ESD group before and after treatment.Results:Among the 100 patients with G-NENs, the median age was 54 years old. Before surgery, 29 cases underwent endoscopic combined serological examination, and 24 of them (82.2%) had abnormally elevated plasma chromogranin A. The combined diagnostic strategy for autoimmune atrophic gastritis (AIG) achieved a diagnostic accuracy of 100%(22/22). A total of 235 G-NEN lesions were included, with 84 in the ESD group and 151 in the EMR group. The median size of the lesions in the ESD group (5.0 mm) was significantly larger than that in the EMR group (2.0 mm, P<0.001). Additionally, the ESD group had significantly more lesions with pathological grade G2[23.8%(20/84) vs. 1.3%(2/151), P<0.001], infiltration depth reaching the submucosal layer [78.6%(66/84) vs. 51.0%(77/151), P<0.001], and more T2 stage compared to the EMR group[15.5%(13/84) vs. 0.7%(1/151), P<0.001]. After PSM, 49 pairs of lesions were successfully matched between the two groups. Following PSM, there were no significant differences in the en bloc resection rate [100.0%(49/49) vs. 100.0%(49/49)], complete resection rate [93.9%(46/49) vs. 100.0%(49/49)], and complication rate [0(0/49) vs. 4.1%(2/49)] between the two groups. During the follow-up period, no recurrence or distant metastasis was observed in any of the lesions in both groups. Conclusions:The combination of endoscopy and serology diagnostic strategy has the potential to enhance the accuracy of diagnosing G1 and G2 stage G-NENs and their background mucosa. Endoscopic resection surgery (EMR, ESD) is a proven and safe treatment approach for G1 and G2 stage G-NENs.
5.Development and validation of predictive models for esophageal squamous cell carcinoma and its precancerous lesions using terminal motif analysis in circulating cell-free DNA
Siyao LIU ; Zhengqi LI ; Lizhou DOU ; Yueming ZHANG ; Yong LIU ; Yumeng LIU ; Yan KE ; Xudong LIU ; Hairui WU ; Jiangtao CHU ; Shun HE ; Guiqi WANG
Chinese Journal of Oncology 2024;46(6):549-565
Objectives:To develop and validate predictive models for esophageal squamous cell carcinoma (ESCC) using circulating cell-free DNA (cfDNA) terminal motif analysis. The goal was to improve the non-invasive detection of early-stage ESCC and its precancerous lesions.Methods:Between August 2021 and November 2022, we prospectively collected plasma samples from 448 individuals at the Department of Endoscopy, Cancer Hospital, Chinese Academy of Medical Sciences for cfDNA extraction, library construction, and sequencing. We analyzed 201 cases of ESCC, 46 high-grade intraepithelial neoplasia (HGIN), 46 low-grade intraepithelial neoplasia (LGIN), 176 benign esophageal lesions, and 29 healthy controls. Participants, including ESCC patients and control subjects, were randomly assigned to a training set ( n=284) and a validation set ( n=122). The training cohort underwent z-score normalization of cfDNA terminal motif matrices and a selection of distinctive features differentiated ESCC cases from controls. The random forest classifier, Motif-1 (M1), was then developed through principal component analysis, ten-fold cross-validation, and recursive feature elimination. M1's efficacy was then validated in the validation and precancerous lesion sets. Subsequently, individuals with precancerous lesions were included in the dataset and participants were randomly allocated to newly formed training ( n=243), validation ( n=105), and test ( n=150) cohorts. Using the same procedure as M1, we trained the Motif-2 (M2) random forest model with the training cohort. The M2 model's accuracy was then confirmed in the validation cohort to establish the optimal threshold and further tested by performing validation in the test cohort. Results:We developed two cfDNA terminal motif-based predictive models for ESCC and associated precancerous conditions. The first model, M1, achieved a sensitivity of 90.0%, a specificity of 77.4%, and an area under the curve (AUC) of 0.884 in the validation cohort. For LGIN, HGIN, and T1aN0 stage ESCC, M1's sensitivities were 76.1%, 80.4%, and 91.2% respectively. Notably, the sensitivity for jointly predicting HGIN and T1aN0 ESCC reached 85.0%. Both the predictive accuracy and sensitivity increased in line with the cancer's progression ( P<0.001). The second model, M2, exhibited a sensitivity of 87.5%, a specificity of 77.4%, and an AUC of 0.857 in the test cohort. M2's sensitivities for detecting precancerous lesions and ESCC were 80.0% and 89.7%, respectively, and it showed a combined sensitivity of 89.4% for HGIN and T1aN0 stage ESCC. Conclusions:Two predictive models based on cfDNA terminal motif analysis for ESCC and its precancerous lesions are developed. They both show high sensitivity and specificity in identifying ESCC and its precancerous stages, indicating its potential for early ESCC detection.
6.Application of artificial intelligence based on data enhancement and hybrid neural network to site identification during esophagogastroduodenoscopy
Shixu WANG ; Yan KE ; Jiangtao CHU ; Shun HE ; Yueming ZHANG ; Lizhou DOU ; Yong LIU ; Xudong LIU ; Yumeng LIU ; Hairui WU ; Feixiong SU ; Feng PENG ; Meiling WANG ; Fengying ZHANG ; Lin WANG ; Wei ZHANG ; Guiqi WANG
Chinese Journal of Digestive Endoscopy 2023;40(3):189-195
Objective:To evaluate artificial intelligence constructed by deep convolutional neural network (DCNN) for the site identification in upper gastrointestinal endoscopy.Methods:A total of 21 310 images of esophagogastroduodenoscopy from the Cancer Hospital of Chinese Academy of Medical Sciences from January 2019 to June 2021 were collected. A total of 19 191 images of them were used to construct site identification model, and the remaining 2 119 images were used for verification. The performance differences of two models constructed by DCCN in the identification of 30 sites of the upper digestive tract were compared. One model was the traditional ResNetV2 model constructed by Inception-ResNetV2 (ResNetV2), the other was a hybrid neural network RESENet model constructed by Inception-ResNetV2 and Squeeze-Excitation Networks (RESENet). The main indices were the accuracy, the sensitivity, the specificity, positive predictive value (PPV) and negative predictive value (NPV).Results:The accuracy, the sensitivity, the specificity, PPV and NPV of ResNetV2 model in the identification of 30 sites of the upper digestive tract were 94.62%-99.10%, 30.61%-100.00%, 96.07%-99.56%, 42.26%-86.44% and 97.13%-99.75%, respectively. The corresponding values of RESENet model were 98.08%-99.95%, 92.86%-100.00%, 98.51%-100.00%, 74.51%-100.00% and 98.85%-100.00%, respectively. The mean accuracy, mean sensitivity, mean specificity, mean PPV and mean NPV of ResNetV2 model were 97.60%, 75.58%, 98.75%, 63.44% and 98.76%, respectively. The corresponding values of RESENet model were 99.34% ( P<0.001), 99.57% ( P<0.001), 99.66% ( P<0.001), 90.20% ( P<0.001) and 99.66% ( P<0.001). Conclusion:Compared with the traditional ResNetV2 model, the artificial intelligence-assisted site identification model constructed by RESENNet, a hybrid neural network, shows significantly improved performance. This model can be used to monitor the integrity of the esophagogastroduodenoscopic procedures and is expected to become an important assistant for standardizing and improving quality of the procedures, as well as an significant tool for quality control of esophagogastroduodenoscopy.
7.Comparison of endoscopic submucosal dissection and surgery for circumferential superficial esophageal squamous cell neoplasm
Yi LIU ; Lizhou DOU ; Yong LIU ; Yueming ZHANG ; Shun HE ; Yan KE ; Xudong LIU ; Yumeng LIU ; Hairui WU ; Guiqi WANG
Chinese Journal of Digestive Endoscopy 2023;40(8):602-609
Objective:To compare the efficacy of endoscopic submucosal dissection (ESD) and surgery for circumferential superficial esophageal squamous cell neoplasm.Methods:A retrospective analysis was performed on 153 patients with superficial esophageal squamous cell neoplasm who underwent ESD or surgery at Cancer Hospital, Chinese Academy of Medical Sciences from November 2013 to October 2021. There were 116 cases in ESD group and 37 cases in the surgical group. The en block resection rate, complete resection rate, operation time, perioperative complication incidence, postoperative quality of life, postoperative disease-free survival and overall survival were compared.Results:In the ESD group, the en block resection rate was 100.0% (116/116) and the complete resection rate was 96.6% (112/116). The longitudinal diameter of lesion had no significant correlation with complications or complete resection rate ( P>0.05). The operation time of the ESD group was significantly shorter than that of the surgical group (175.1±52.2 min VS 266.7±88.2 min, t=-5.991, P<0.001). There was no significant difference in the incidence of perioperative complications between the ESD group and surgical group [5.2% (6/116) VS 8.1% (3/37), P=0.452]. According to EORTC-QLQ-C30 and EORTC-QLQ-OES18, emotional function ( P=0.008),cognitive function ( P=0.013) and the total health level ( P<0.001) of the ESD group were significantly higher than those in the surgical group. Fatigue ( P=0.002), pain ( P<0.001), dyspnea ( P<0.001), insomnia ( P<0.001), anorexia ( P<0.001), diarrhea ( P<0.001) and reflux ( P<0.001) in the surgical group were significantly higher than those in ESD group. There was no significant difference in disease-free survival or overall survival between the two groups ( P>0.05). Polyglycolic acid combined with autologous esophageal mucosal transplantation combined with temporary esophageal stent implantation could reduce the rate of esophageal scar stenosis after ESD [53.3% (24/45) VS 100.0% (55/55), P<0.001] and significantly reduce the number of postoperative dilation [1.00 (0.00, 5.00) VS 9.00 (5.00, 14.00), P<0.001] compared with balloon dilation alone. Conclusion:ESD is superior to traditional surgery for the treatment of circumferential superficial esophageal squamous cell neoplasm because of high operational safety, shorter operation time, less trauma, better postoperative life quality. Postoperative esophageal stenosis can still be well cured after endoscopic treatment. Therefore, ESD can be used as the first choice for the treatment of circumferential superficial esophageal squamous cell neoplasm.
8.Clinical effect of different plastic biliary stent indwelling methods on managing obstructive jaundice in unresectable hilar cholangiocarcinoma
Jian WANG ; Jiangtao CHU ; Yueming ZHANG ; Lizhou DOU ; Yong LIU ; Yan KE ; Xudong LIU ; Yumeng LIU ; Guiqi WANG ; Shun HE
Chinese Journal of Digestive Endoscopy 2022;39(6):441-446
Objective:To compare the clinical effect of three indwelling methods of plastic biliary stent on relieving obstructive jaundice caused by unresectable hilar cholangiocarcinoma.Methods:A retrospective study was performed on data of 61 patients with obstructive jaundice caused by unresectable hilar cholangiocarcinoma from April 2014 to December 2020 in Cancer Hospital, Chinese Academy of Medical Sciences. Plastic biliary stent placement was used to relieve jaundice, including 18 cases of intragastric indwelling at the end of biliary stent, 31 cases of duodenal papilla indwelling at the end of biliary stent, and 12 cases of horizontal portion of duodenum indwelling at the end of biliary stent. Incidence of fever within 2 weeks, perioperative mortality, 90-day obstruction rate, and median stent patency period were followed up and the results were analyzed.Results:The incidence of fever within 2 weeks of the three groups were significantly different [66.7% (12/18), 58.1% (18/31) and 16.7% (2/12), χ2=7.30, P=0.026]. There were no statistically differences in the perioperative mortality [0 (0/16), 3.2% (1/31) and 0 (0/10), χ2=1.09, P=1.000], 90-day obstruction rate [52.9% (9/17), 48.3% (14/29) and 40.0% (4/10), χ2=1.91, P=0.589], or median stent patency period (66.0 d, 91.5 d and 94.0 d, Z=4.96, P=0.084) among three groups. Conclusion:Patients with biliary plastic stents with ends placed at the horizontal portion of the duodenum show lower incidence of fever within two weeks after implantation, and similar median stent patency period, 90-day obstruction rate and perioperative mortality compared with intragastric indwelling and duodenal papilla indwelling groups. Therefore, biliary plastic stents with ends placed at the horizontal portion of the duodenum should be recommended as the preferred procedure.
9.Endoscopic submucosal dissection for early hypopharyngeal carcinoma and precancerous lesions
Yu GONG ; Yueming ZHANG ; Jiqing ZHU ; Shun HE ; Lizhou DOU ; Yong LIU ; Yan KE ; Xudong LIU ; Yumeng LIU ; Hairui WU ; Ying LYU ; Guiqi WANG
Chinese Journal of Digestive Endoscopy 2022;39(9):691-694
Objective:To evaluate the efficacy and safety of endoscopic submucosal dissection (ESD) for early hypopharyngeal carcinoma and precancerous lesions.Methods:Clinical data of 41 patients who received ESD for early hypopharyngeal carcinoma and precancerous lesions from August 2013 to August 2019 in the Department of Endoscopy of Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College were retrospectively analyzed. Main outcome measurements included operation completion rate, operation time, en bloc resection rate, R0 resection rate, complication rate and recurrence.Results:ESD was successfully completed in all 41 cases, with a success rate of 100.0% and a mean time of 49.1 min (ranged 10-110 min). Fifty-four lesions underwent en bloc resection, with an en bloc resection rate of 98.2% (54/55), of which 41 had negative horizontal and vertical margins, and the R0 resection rate was 74.5% (41/55). During the operation of 55 lesions, there was a small amount of blood oozing on the wound surface, and electrocoagulation with thermal biopsy forceps could successfully stop the bleeding. No perforation occurred, and 2 cases (4.3%) had delayed bleeding after ESD, and hemostasis was successful under emergency endoscopy. Postoperative endoscopy showed that 1 case (2.2%) had esophageal entrance stenosis, and the obstruction was relieved after repeated water balloon dilatation. The follow-up period ranged from 3 to 72 months, and the median time was 18 months. One case was found to have mucosal lesions in the same part of the hypopharynx and received ESD treatment again. Follow-up to October 2020, no residual lesions and recurrence were found.Conclusion:ESD is a safe and effective option for the treatment of early hypopharyngeal carcinoma and precancerous lesions, which is worthy of clinical application.
10.Risk factors for esophageal refractory stenosis after large-scale endoscopic submucosal dissection of superficial esophageal neoplasms
Lei SHI ; Yong LIU ; Shun HE ; Yueming ZHANG ; Lizhou DOU ; Yan KE ; Xudong LIU ; Guiqi WANG
Chinese Journal of Digestive Endoscopy 2021;38(4):288-292
Objective:To determine risk factors for postoperative esophageal refractory stenosis after endoscopic submucosal dissection (ESD) of large-scale early esophageal carcinomas and precancerous lesions.Methods:Two hundred and twelve early esophageal carcinomas or precancerous lesions in 186 patients who underwent ESD larger than 3/4 the total esophageal circumference in Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, between July 2013 and December 2017 were divided into two groups according to session number of endoscopic balloon dilatation (EBD), the refractory stenosis group ( n=69, ≥6 EBD sessions) and non-refractory stenosis group ( n=117, ≤5 EBD sessions). Student′s t-test or Mann-Whitney U test was used for univariate analysis and χ2 test and Fisher exact test were used for comparison of categorical variables. Logistic regression was used for multivariate analysis. Results:Compared with the non-refractory stenosis group, the refractory stenosis group had statistically significant differences in the longitudinal diameter of lesions, the longitudinal diameter of artificial ulcer, lesion location, the circumferential range of lesions and the composition of the muscular layer injury (all P<0.05). After eliminating the factor of the vertical diameter of artificial ulcer (because there was significant correlation between the vertical diameter of artificial ulcer and the longitudinal diameter of lesion in clinical practice), multivariate logistic regression analysis showed that the longitudinal diameter of lesion>5 cm (VS ≤5 cm: P=0.003, OR=3.531, 95% CI:1.547-8.060), the location of lesion in the upper thoracic segment (VS lower thoracic segment: P=0.001, OR=36.720, 95% CI:4.233-318.551), in the cervical segment (VS lower thoracic segment: P=0.003, OR=24.959, 95% CI:2.927-212.795), the whole circumferential lesion (VS ≥3/4 but not the whole circumference: P<0.001, OR=10.082, 95% CI:4.196-24.226) and the presence of muscular layer injury ( P<0.001, OR=7.128, 95% CI:2.748-18.486) were more likely to lead to esophageal refractory stenosis after ESD. Conclusion:The longitudinal lesion diameter of more than 5 cm, the circumferential extent of esophageal ESD, cervical or upper-thoracic esophageal lesions, and muscular layer damage are independent risk factors for postoperative esophageal refractory stenosis after ESD for large-scale esophageal cancer and precancerous lesions.

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