1.Predictive value of neutrophil free fatty acid receptor 3 for secondary infection in patients with severe acute pancreatitis
Min XIAO ; Peng WANG ; Baiqiang LI ; Weiqin LI ; Dadong LIU
Chinese Critical Care Medicine 2024;36(10):1082-1087
Objective:To evaluate the predictive value of neutrophil free fatty acid receptor 3 (FFAR3) for secondary infection in patients with severe acute pancreatitis (SAP).Methods:① Biological information analysis: peripheral blood microarray data sets related to acute pancreatitis (GSE194331) were obtained from the Gene Expression Omnibus (GEO), including data from 32 healthy adults, 52 patients with mild acute pancreatitis, 20 patients with moderate-to-severe acute pancreatitis, and 10 patients with SAP. The original data of GSE194331 dataset were downloaded for quality control, pruning, quantification, annotation and difference analysis, and the different genes were obtained. ② Clinical study: a prospective observational study was conducted. Forty-five SAP patients admitted to the critical care medicine department of the Eastern Theater Command General Hospital of the Chinese People's Liberation Army from January to November 2022 were enrolled, and they were divided into infected group and non-infected group according to whether secondary infection occurred during intensive care unit (ICU) stay. At the same time, 10 healthy adult volunteers were enrolled as control. Peripheral blood of subjects in each group was collected, neutrophils were isolated, and FFAR3 mRNA expression was detected by real-time fluorescence quantitative reverse transcription-polymerase chain reaction (RT-PCR). Spearman correlation method was used to analyze the correlation between neutrophil FFAR3 mRNA expression and secondary infection in SAP patients. Multivariate Logistic regression analysis was used to evaluate whether neutrophil FFAR3 mRNA expression was a risk factor for secondary infection in SAP patients. Receiver operator characteristic curve (ROC curve) was plotted to evaluate the predictive value of neutrophil FFAR3 mRNA expression on secondary infection in SAP patients.Results:① Results of biological information analysis: the analysis of GSE194331 dataset showed that 301 genes were differentially expressed in peripheral blood cells between healthy controls and patients with pancreatitis. By biological function analysis, 8 biological functions involved in immune response were obtained, and 44 differential expressed genes were enriched in these 8 biological functions. The results of cell distribution analysis showed that there were 21 differential expressed genes expressions on neutrophils significantly higher than other immune cells, and the gene related to lipid metabolism was FFAR3. These results indicated that FFAR3 expression was closely related to the occurrence and development of SAP. ② Clinical study results: out of the 45 SAP patients, 24 developed into secondary infection during ICU stay, 21 did not develop into secondary infection. The expression of neutrophil FFAR3 mRNA in SAP patients with secondary infection was significantly higher than that in SAP patients without secondary infection and healthy controls [2 -ΔΔCt: 3.8 (3.0, 4.2) vs. 1.4 (1.1, 2.7), 1.0 (0.8, 1.1), both P < 0.05]. Spearman correlation analysis showed that neutrophil FFAR3 mRNA expression was positively correlated with secondary infection in SAP patients ( r = 0.799, P < 0.001). Multivariate Logistic regression analysis showed that increased FFAR3 mRNA expression was an independent risk factor for secondary infection in SAP patients [odds ratio ( OR) = 17.212, 95% confidence interval (95% CI) was 3.004-98.613, P = 0.001]. ROC curve analysis showed that the area under the ROC curve (AUC) of neutrophil FFAR3 mRNA expression for predicting secondary infection in SAP patients was 0.856 (95% CI was 0.750-0.981, P < 0.001). When the optimal cut-off value was 2.37, the sensitivity was 95.83% and the specificity was 76.19%. According to the optimal cut-off value of neutrophil FFAR3 mRNA expression (2.37) for predicting secondary infection in SAP patients obtained by ROC curve analysis, 45 SAP patients were divided into two groups for subgroup analysis. It suggested that the incidence of secondary infection in SAP patients with FFAR3 mRNA expression level ≥2.37 was significantly higher than that in SAP patients with FFAR3 mRNA expression level < 2.37 [82.14% (23/28) vs. 5.88% (1/17)], and the difference was statistically significant ( P < 0.01). Conclusion:The expression of FFAR3 mRNA in neutrophils is closely related to the secondary infection in SAP patients, and monitoring its level can effectively predict the secondary infection in SAP patients.
2.Accuracy of endoscopy-based artificial intelligence-assisted diagnostic system in the diagnosis of early esophageal cancer: A systematic review and meta-analysis
Ziqiang HONG ; Dacheng JIN ; Hongchao LI ; Tao CHENG ; Xiangdou BAI ; Xusheng WU ; Baiqiang CUI ; Yunjiu GOU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(09):1329-1336
Objective To systematically evaluate the accuracy of endoscopy-based artificial intelligence (AI)-assisted diagnostic systems in the diagnosis of early-stage esophageal cancer and provide a scientific basis for its diagnostic value. Methods PubMed, EMbase, The Cochrane Library, Web of Science, Wanfang database, VIP database and CNKI database were searched by computer to search for the relevant literature about endoscopy-based AI-assisted diagnostic systems for the diagnosis of early esophageal cancer from inception to March 2022. The QUADAS-2 was used for quality evaluation of included studies. Meta-analysis of the literature was carried out using Stata 16, Meta-Disc 1.4 and RevMan 5.4 softwares. A bivariate mixed effects regression model was utilized to calculate the combined diagnostic efficacy of the AI-assisted system and meta-regression analysis was conducted to explore the sources of heterogeneity. Results A total of 17 articles were included, which consisted of 13 retrospective cohort studies and 4 prospective cohort studies. The results of the quality evaluation using QUADAS-2 showed that all included literature was of high quality. The obtained meta-analysis results revealed that the AI-assisted system in the diagnosis of esophageal cancer presented a combined sensitivity of 0.94 (95%CI 0.91 to 0.96), a specificity of 0.85 (95%CI 0.74 to 0.92), a positive likelihood ratio of 6.28 (95%CI 3.48 to 11.33), a negative likelihood ratio of 0.07 (95%CI 0.05 to 0.11), a diagnostic odds ratio of 89 (95%CI 38 to 208) and an area under the curve of 0.96 (95%CI 0.94 to 0.98). Conclusion The AI-assisted diagnostic system has a high diagnostic value for early stage esophageal cancer. However, most of the included studies were retrospective. Therefore, further high-quality prospective studies are needed for validation.
3.Effects of fasudil hydrochloride on ROCK2 protein and ferroptosis in hippocampus during early brain injury in rats with subarachnoid hemorrhage
Linlin SUN ; Zhiying LI ; Xingxiang ZHANG ; Zehong XU ; Baiqiang WU ; Tiantian WANG ; Xinge XU ; Aijun FU
Chinese Journal of Behavioral Medicine and Brain Science 2023;32(1):9-14
Objective:To investigate the effects of fasudil hydrochloride(FH) on Rho-associated kinase 2(ROCK2) protein and ferroptosis in hippocampal area during early brain injury in rats with subarachnoid hemorrhage(SAH).Methods:Total 36 SPF grade Sprague-Dawley rats were divided into 3 groups by random number table method: Sham group, SAH group and SAH+ FH (a ROCK2 protein inhibitor) group (FH goup) with 12 rats in each group.SAH animal model was established by internal carotid artery perforation.The rats in FH group were injected intraperitoneally with FH(15 mg/kg) 30 minutes after successful modeling, and rats in Sham group and SAH group were injected intraperitoneally with the same volume of 0.9% sodium chloride solution.Twenty-four hours after the intervention, shuttle box test was used to observe the learning and memory ability of rats.The Fe 2+ content in rat hippocampus tissue was detected by colorimetry, and the protein levels of ROCK2 and ferroptosis-related long-chain acyl-CoA synthetase 4(ACSL4) and glutathione peroxidase 4(GPX4) in hippocampus were detected by immunohistochemistry and Western blot.Statistical analysis was performed by SPSS 20.0 software.One-way ANOVA was used for multigroup comparison, and LSD test was used for further pairwise comparison. Results:(1)In the shuttle box test, there were statistically significant differences in the number of avoidance reactions and avoidance reaction time of rats among the three groups( F=20.348, 22.316, both P<0.05). The number of avoidance reaction in SAH group was less than that in Sham group ((17.92±2.94) times, (27.13±3.48) times, P<0.05), the time of avoidance reaction in SAH group was longer than that in Sham group ((9.15±2.87) s, (3.68±1.09) s, P<0.05), while the number of avoidance reaction in FH group ((21.63±4.11) times) was more than that in SAH group, and the time of avoidance reaction ((6.08±1.76) s) was shorter than that in SAH group (both P<0.05). (2) The colorimetry results showed that there was a statistically significant difference in the content of Fe 2+ in hippocampus of rats among the three groups( F=7.965, P<0.05). The Fe 2+ content in SAH group was significantly higher than that of Sham group((0.091±0.032) nmol/mg, (0.038±0.024) nmol/mg, P<0.05), and the Fe 2+ content in the FH group ((0.065±0.021) nmol/mg) was lower than that of SAH group ( P<0.05). (3) There were significant differences in the number of ROCK2, ACSL4 and GPX4 positive cells in hippocampus of rats among the three groups in immunohistochemistry ( F=7.602, 14.171, 36.077, all P<0.05). The positive cells of ROCK2 and ACSL4 in SAH group ((21.63±4.72), (55.13±19.41)) were significantly higher than those of Sham group ((11.63±3.62), (23.38±3.74)) (both P<0.05), and the positive cells of ROCK2 and ACSL4 in FH group ((15.88±6.64), (44.75±8.29)) were both lower than those of SAH group(both P<0.05), while the number of GPX4 positive cells in SAH group (25.38±6.30) was significantly lower than that of Sham group (60.25±10.36) ( P<0.05), and the number of GPX4 positive cells in FH group (45.13±7.51) was higher than that of SAH group( P<0.05). (4)The results of Western blot showed that there were significant differences in the expression levels of ROCK2, ACSL4 and GPX4 proteins in the hippocampus of rats among the three groups( F=4.812, 12.573, 10.849, all P<0.05). The protein expression levels of ROCK2 and ACSL4 in SAH group were significantly higher than those in Sham group(both P<0.05), and the protein expression levels of ROCK2 and ACSL4 in FH group were lower than those in SAH group (both P<0.05), while the expression level of GPX4 protein in SAH group (0.27±0.09) was significantly lower than that in Sham group( P<0.05), and the expression level of GPX4 protein in FH group was higher than that of SAH group ( P<0.05). Conclusion:FH can inhibit ferroptosis in the hippocampus and improve the learning and memory ability of rats, and the mechanism may be related with down-regulation of ROCK2 protein.
4.Analysis of failure patterns and survival after SBRT for 147 cases of T 1-2N 0M 0 stage non-small cell lung cancer
Lin WANG ; Ruiqi WANG ; Baiqiang DONG ; Xiao HU ; Honglian MA ; Zhun WANG ; Xiaojing LAI ; Wei FENG ; Xiao LIN ; Youhua JIANG ; Changchun WANG ; Qiang ZHAO ; Haitao JIANG ; Pu LI ; Xianghui DU ; Ming CHEN ; Qixun CHEN ; Yujin XU
Chinese Journal of Radiation Oncology 2023;32(8):683-688
Objective:To analyze the failure patterns and survival after stereotactic body radiotherapy (SBRT) in patients with T 1-2N 0M 0 non-small cell lung carcinoma (NSCLC). Methods:Clinical data of early-stage NSCLC patients who received SBRT at Zhejiang Cancer Hospital from January 2012 to September 2018 were retrospectively analyzed. The primary observed endpoint was the pattern of disease progression, which was divided into intra-field recurrence, regional lymph node recurrence and distant metastasis. Overall survival (OS) and progression-free survival (PFS) were calculated by Kaplan-Meier method. Univariate analysis was conducted by log-rank test, and multivariate analysis was performed by Cox's model.Results:A total of 147 patients with 156 lesions were included. The median follow-up time was 44.0 months (16.5-95.5 months). A total of 57 patients (38.8%) progressed: 14 patients (24.5%) had recurrence with the 1-, 3-, and 5-year local recurrence rates of 2.0%, 10.9%, and 14.3%, respectively; 36 patients (63.2%) had Distant metastasis with the 1-, 3- and 5-year distant metastasis rates of 12.2%, 22.4% and 28.6%, respectively; and 7 patients (12.3%) had recurrence complicated with distant metastasis. The 3-, 5- and 7-year OS rates were 80.5%, 64.2% and 49.9% for all patients, respectively. The median OS was 78.4 months. The 3-, 5- and 7-year PFS rates were 64.8%,49.5% and 41.5%, with a median PFS of 57.9 months (95% CI: 42.3-73.5 months). Univariate and multivariate analyses showed that biologically equivalent dose and age were the factors affecting the efficacy of SBRT (both P<0.05). Conclusion:Distant metastasis is the main failure pattern in patients with T 1-2N 0M 0 NSCLC after SBRT. High-risk population should be selected for further systematic treatment to improve the efficacy.
5.Incidence and risk factors of postoperative delirium in liver transplantation recipients: a Meta-analysis
Xu HU ; Fangzheng JIANG ; Baiqiang LI ; Donghua ZHANG ; Tao JIANG ; Ying ZUO ; Jiajie TANG ; Guizhu LIU ; Fang WANG
Chinese Journal of Organ Transplantation 2023;44(6):346-353
Objective:To clarify the incidence and the related risk factors of postoperative delirium in liver transplantation (LT) recipients to provide rationales for early identification of delirium and constructing the related models.Methods:The authors used the "肝移植""移植术""肝移植手术""肝脏移植""移植肝""谵妄""谵语""危险因素""相关因素""影响因素"and "liver transplantation""liver transplant""delirium""delirious""delirium confusion""risk factors""relevant factors""root cause analysis"as the Chinese and English keywords, searching Wanfang data, China Biomedical Literature Database, CNKI, PubMed, Embase, Web of Science, Cochrane Library, BMJ and the literature for the incidence or risk factors of postoperative delirium in LT recipients. The researchers independently performed literature screening, methodological evaluation and data extraction. And RevMan 5.4 and State16.0 software were employed for data processing.Results:A total of 19 articles involving 5003 samples were retrieved and 22 risk factors identifies. Meta-analysis showed that the incidence of POD was 23%(1151/5003). The statistically significant risk factors included preoperative blood ammonia concentration >46 mmol/L ( OR=3.51, 95% CI: 1.53-8.09, P<0.001), model for end-stage liver disease (MELD) score >15 points ( OR=4.24, 95% CI: 2.51-7.16, P<0.001), preoperative hepatic encephalopathy ( OR=3.00, 95% CI: 2.09-4.31, P<0.001), preoperative dosing of diuretics ( OR=2.36, 95% CI: 1.38-4.04, P<0.001), history of alcoholism ( OR=3.16, 95% CI: 1.06-9.40, P=0.040), longer anhepatic period ( OR=1.04, 95% CI: 1.03-1.06, P<0.001) and elevated aspartate transaminase concentration at Day 1 post-operation ( OR=1.33, 95% CI: 1.15-1.53, P<0.001). Conclusions:Preoperative blood ammonia concentration >46 mmol/L, MELD score >15, hepatic encephalopathy, dosing of diuretic, a history of alcoholism, longer anhepatic period and elevated aspartate transaminase at Day 1 post-operation are risk factors for postoperative delirium after LT. Postoperative reintubation is not a risk factor for postoperative delirium.
6.Effects of alprostadil on oxidative stress in contrast-induced nephropathy in patients with chronic kidney disease
Baiqiang MEI ; Xili YANG ; Zhaoyan XU ; Jinming CEN ; Zhaolun ZHOU ; Jianmin LI ; Jian LI ; Jieyuan LI ; Caiqin HE ; Shaomei TANG
Journal of Practical Radiology 2018;34(2):274-277
Objective To investigate the anti-oxidative effects of alprostadil on contrast-induced nephropathy(CIN)after percuteous coronary intervention (PCI)in patients with chronic kidney disease(CKD).Methods A total of 200 patients with CKD were enrolled in our hospital.According to the random number table was divided into alprostadil 100 cases,100 cases of conventional treatment group.The levels of serum creatinine (Scr),creatinine clearance (eGFR),serum cystatin C (ScysC)and 8-hydroxy-deoxyguanine (8-OHdG)were observed before and after operation at 72 h and 7 d after operation.Results The incidence of CIN in the alprostadil group was significantly lower than that in the conventional treatment group (6% vs 12%,P<0.05).There was no significant difference in the level of Scr,eGFR,ScysC and 8-OHdG between the alprostadil group and the conventional treatment group (P>0.05).The level of Scr in the alprostadil group was significantly lower than that in the conventional treatment group at 72 h and 7 d after operation.The level of eGFR was significantly higher than that of the conventional treatment group (P<0.05).The levels of ScysC and 8-OHdG in the two groups were significantly higher than those before operation at 72 h and 7 d(P>0.05).The levels of ScysC and 8-OHdG in the alprostadil group were significantly lower than those in the conventional treatment group at 72 h and 7 d after PCI(P<0.05).Conclusion Alprostadil may improve the oxidative stress in patients with CKD and provide a preventive effect on CIN.
7.Comparison of clinical prognosis between stereotactic body radiotherapy and surgical treatment for early-stage non-small cell lung cancer after propensity score matching
Baiqiang DONG ; Jin WANG ; Yujin XU ; Xiaoyun DIE ; Guoping SHAN ; Weijun CHEN ; Mengyuan CHEN ; Lei ZHENG ; Pu LI ; Jianlong LI ; Kainan SHAO ; Ming CHEN
Chinese Journal of Radiation Oncology 2018;27(10):890-894
Objective To evaluate the clinical efficacy between stereotactic body radiotherapy (SBRT) and surgical treatment for stage Ⅰ-Ⅱ non-small cell lung cancer (NSCLC).Methods Clinical data of 120 patients with early-stage NSCLC who underwent SBRT or surgical treatment in Zhejiang Cancer Hospital from 2012 to 2015 were retrospectively analyzed.Propensity score matching was carried out between two groups.Sixty eligible patients were enrolled in each group.In the SBRT group,the 80% isodose line covered 95% of the planning target volume,and the 100% isodose line covered 100% of the internal gross tumor volume.The fractional dose was 5-15 Gy and the median biologically equivalent dose was 100 Gy (range:57.6-150.0 Gy).In the operation group,32 patients underwent video-assisted thoracoscopic lobectomy and 9 patients underwent wedge resection or segmentectomy.Results All patients successfully completed corresponding treatment and were followed up.The median follow-up was 32.3 months (range:8.6-68.4 months).In the operation group,3 patients died from infection within postoperative 90 d,whereas no case died in the SBRT group (P=0.079).In the SBRT group,3 patients died of other factors besides tumor (cerebral infarction,heart disease,etc.) during follow-up.Local-regional recurrence occurred in 12 patients including 5 cases in the operation group and 7 in the SBRT group (P=0.543).In the operation group,11 patients experienced distant metastases with a median disease-free survival (DFS) of 33.5 months.In the SBRT group,6 patients had distant metastases and the median DFS was 38.4 months (P=0.835,P=0.178).In the SBRT group,the 1-and 3-year overall survival rates were 93% and 83%,and 95% and 83% in the operation group (P=0.993).Conclusions The 1-and 3-year overall survival rates and local control rate do not significantly differ between SBRT and operation for patients with early-stage NSCLC.
8.Final report of a prospective randomized study on thoracic radiotherapy target volumes for limited-stage small cell lung cancer
Xiao HU ; Yong BAO ; Yujin XU ; Li ZHANG ; Jin WANG ; Honglian MA ; Ying JIN ; Xiaoling XU ; Zhengbo SONG ; Fang PENG ; Huarong TANG ; Min FANG ; Yue KONG ; Mengyuan CHEN ; Baiqiang DONG ; Xinmin YU ; Hongyang LU ; Yiping ZHANG ; Yun FAN ; Ming CHEN
Chinese Journal of Radiation Oncology 2018;27(12):1046-1050
Objective In view of the controversy over radiotherapy target volume for patients with limited-stage small cell lung cancer ( SCLC), a prospective randomized controlled trial was conducted to compare the impact of different radiotherapy target volumes on prognosis. Methods After 2 cycles of EP chemotherapy,patients without progressive disease were randomly assigned to receive thoracic radiotherapy (TRT) to either the post-or pre-chemotherapy primary tumour extent as study arm or control. Involved field radiotherapy (IFRT) to the entire metastatic lymph node regions was applied for both arms. TRT consisted of 45 Gy/30Fx/19 d administered concurrently with cycle 3 chemotherapy. Prophylactic cranial irradiation was administered to patients achieved complete or partial remission. Kaplan-Meier method was used for survival analysis. Results Between June 2002 and December 2017,159 and 150 patients were randomly assigned to study arm and control respectively. The 1-,2-,and 5-year local/regional control rates were 79. 4%,61. 5% and 60. 1% respectively in the study arm versus 79. 8%,66. 5%,and 57. 3% in the control arm (P=0. 73). The median OS time was 22. 1 months in the study arm (95%CI,18. 2-26. 0 months) and 26. 9 months (95%CI,23. 5-30. 3 months) in the control arm,the 1-,3-,5-,and 7-year OS rates were 81. 1%,31. 6%, 23. 9% and 22. 2% respectively in the study arm versus 85. 3%,36. 6%,26. 1% and 20. 0% in the control arm (P=0. 51).Grade 2-3 acute esophagitis was developed in 32. 9% and 43. 2% of patients respectively in study arm and control arm (P=0. 01),while grade 2-3 pulmonary fibrosis was observed in 2. 0% and 10. 9% of patients ( P= 0. 01 ) respectively. Conclusions For patients with limited-stage SCLC who received induction chemotherapy,thoracic radiotherapy can be limited to post-chemotherapy tumour extent and IFRT can be routinely applied.
9.Correlation Analysis between Morning Blood Pressure Surge and Coronary Microvascular dysfunction
Jianyu ZHANG ; Qian LIANG ; Zhaoyan XU ; Jian LI ; Jinming CEN ; Baiqiang MEI ; Xili YANG
The Journal of Practical Medicine 2017;33(24):4090-4093
Objective To investigate the correlation between morning blood pressure surge and Coronary Microvascular Dysfunction.Methods 58 cases of patients with hypertension in our hospital were given 24 h ambu-latory blood pressure monitoring(ambulatory blood pressure monitoring,ABPM).The coronary microvascular dys-function was estimated by the index of microcirculatory resistance(IMR). All cases were given biochemical test-ing,included TCH,TG,HDL-c,LDL-c and SUA.Results According to whether ABMP was arise,the patient were divided into MBPS group(n=21)and the Non-MBPS group(n=37).24 h,day,night and morning peak of systolic blood pressure were significantly higher in the morning peak group than in the average morning peak group. Multiple linear regression analysis showed that,MBPS,24 h average systolic blood pressure,day average systolic blood pressure,night average systolic blood pressure,and age were independent risk factors for coronary artery disease.Conclusion Morning blood pressure surge is closely related to severity of coronary microcirculation dysfunction. It is an independent risk factor for coronary microcirculation dysfunction. To control the blood pres-sure in patients with hypertension effectively can reduce morning peak target organ damage.
10.Ultrasonic features of acute acalculous cholecystitis developing at different stages of acute pancreatitis
Baiqiang LI ; Gang LI ; Bo YE ; Lu KE ; Zhihui TONG ; Qingxin MENG ; Weiqin LI ; Jieshou LI
Journal of Medical Postgraduates 2017;30(1):61-65
Objective Acute pancreatitis exhibits different clinical and ultrasonic features in patients complicated with acute acalculous cholecystitis ( AAC) at different stages .The aim of this study was to analyze the ultrasonic characteristics of acute pancreati-tis complicated with AAC at different stages . Methods We retrospectively analyzed the clinical data about 41 cases of acute pancrea-titis with moderate to severe AAC .According to whether AAC developed within or after 2 weeks of the onset of acute pancreatitis , we divided the patients into an early-stage group (n=18) and a late-stage group (n=23).We recorded the gallbladder size, gallbladder wall thickness , fluid around the gallbladder , biliary sludge deposition and the Murphy′s sign by ultrasonography , obtained AAC-related clinical and laboratory data concerning body temperature , Murphy′s sign, WBC count and C-reactive protein level , and analyzed the ultrasonic features of AAC at different stages in the acute pancreatitis patients. Results All the patients experienced a fever of >38.5℃, 38.89%with chills in the early onset group and 47.83%in the late onset group .Increases were observed in patients of the early-and late-stage groups in the WBC count ( 94.44%vs 82.61%) , the C-reactive protein level ( 100%vs 91.30%) , and the fluid volume around the gallbladder (94.44%vs 60.86%, P<0.05), but incidence rate of gallbladder wall thickening was significantly lower in the former than in the latter group (11.11%vs 78.26%, P<0.01). Conclusion AAC developing at different stages of acute pancreatitis has different ultrasonic features , with higher incidence rates of fluid around the gallbladder in the early stage and gallbladder wall thickening in the late stage.

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