1.Comparision between echo planar imaging-diffusion weighted imaging and readout-segmented echo-planar diffusion imaging in the diagnosis of nasopharyngeal carcinoma
Chunmiao XU ; Junhui YUAN ; Xuejun CHEN ; Jing LI ; Hongkai ZHANG ; Jinrong QU ; Hailiang LI
Chinese Journal of Radiology 2016;50(8):586-589
Objective To comparatively analyze the application of conventional echo planar imaging-diffusion weighted imaging (EPI-DWI) and readout-segmented echo-planar diffusion imaging (RESOLVE) in the diagnosis of nasopharyngeal carcinoma.Methods A total of 35 patients with nasopharyngeal carcinoma confirmed by pathology were included in this study.All patients underwent conventional EPI-DWI and RESLOVE (b=800 s/mm2) with a 3.0 T MRI scanner.ADC values of the tumors and normal nasopharyngeal tissues were calculated.Scoring (Five-point score) for imaging quality of conventional EPI-DWI and RESLOVE was independently performed by two radiologists with 5 years experiences and the agreement evaluation was performed using Kappa analysis.The numbers of cases with effectively ADC values,the ADC values of the same tissue in different sequences and the ADC values of the tumor and the normal muscle tissue in the same sequence were compared.The data was statistically analyzed by x2 test,paired sample t test and independent sample t test.Results The agreement between two radiologists was excellent.The Kappa value of the conventional EPI-DWI was 0.91 1(P<0.01).The Kappa value of the RESOLVE was 0.827(P<0.01).Four points or more accounted for 97.1% (34/35) in the RESOLVE group,while only 2.9% (7/35) images scored four points and most of them were less than four points in the conventional EPI-DWI group.The effectively ADC values can be measured in the conventional EPI-DWI,accounting for 54.3% (19/35) cases.The ADC values could be measured in all cases of group (100.0%,35/35).The scores of imaging quality of RESOLVE were higher than those of conventional EPI-DWI,which were significantly different (x5=19.091,P<0.001).The ADC values of the normal nasopharyngeal tissue were (1.65 ±0.13) × 10-3,(1.96±0.14) × 10-3 mm2/s and the ADC values of the tumor were (0.87±0.09) × 10-3,(0.83±0.10)× 10-3 mm2/s in the conventional EPI-DWI and the RESOLVE,respectively.The ADC values were significantly different between the tumors and the normal nasopharyngeal tissues (t=-23.284,-31.509,P<0.05).The ADC values of the tumors were apparently lower than the normal nasopharyngeal tissues.There were no significant difference of the ADC values between the conventional EPI-DWI and the RESOLVE measuring the same tissue (t=-0.957,-0.921,P>0.05).Conclusion Compared with conventional EPI-DWI,RESLOVE can provide a higher quality image and may be helpful to accurate diagnosis.
2.Delay in identification, healthcare-seeking, and definitive diagnosis of tuberculosis among students in Urumqi City from 2010 to 2019
Li MA ; Zhichao LIANG ; Yanggui CHEN ; Weisheng ZHANG ; Hongkai MAO ; Wanting XU ; Mingqin CAO
Journal of Preventive Medicine 2023;35(1):53-56
Objective:
To investigate the delay in identification, healthcare-seeking, and definitive diagnosis of tuberculosis among students in Urumqi City from 2010 to 2019, and to identify the influencing factors, so as to provide insights into tuberculosis control among students.
Methods:
The demographic and diagnosis data of tuberculosis patients in Urumqi City from 2010 to 2019 were captured from the Tuberculosis Information Management System of Chinese Disease Control and Prevention Information System. The delay in identification, healthcare-seeking and definitive diagnosis of tuberculosis was analyzed among students, and the factors affecting the delay in identification, healthcare-seeking and definitive diagnosis of tuberculosis were identified using a multivariable logistic regression model.
Results:
A total of 996 tuberculosis cases were identified among students in Urumqi City from 2010 to 2019. There were 702 students with delay in identification of tuberculosis (70.48%), 500 students with delay in healthcare-seeking (55.22%) and 534 students with delay in definitive diagnosis (53.61%). Multivariable logistic regression analysis identified active identification (OR=0.116, 95%CI: 0.032-0.420) as a factor affecting delay in identification of tuberculosis, women (OR=1.424, 95%CI: 1.104-1.836), non-local household registration (OR=1.311, 95%CI: 1.016-1.694) and active identification (OR=0.232, 95%CI: 0.064-0.848) as factors affecting delay in healthcare-seeking, and active identification (OR=0.143, 95%CI: 0.032-0.644) as a factor affecting delay in definitive diagnosis of tuberculosis among students.
Conclusions
There is a high proportion of delay in identification, healthcare-seeking and definitive diagnosis of tuberculosis among students in Urumqi City from 2010 to 2019, and female and non-locally household-registered students were at a high risk of delay in healthcare-seeking for tuberculosis. Active detection and screening of tuberculosis should be reinforced.
3.Clinical application of extracorporeal membrane oxygenation for treatment of adult acute respiratory distress syndrome
Jianwei LI ; Hongkai LIANG ; Guishen WU ; Binfei LI ; Zhanyuan ZHAO ; Yun LI ; Xueying XU ; Lichang LI ; Liusheng HOU
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2017;24(1):40-43
Objective To summarize the clinical experience of extracorporeal membrane oxygenation (ECMO) treatment for adult acute respiratory distress syndrome (ARDS) caused by lung infections,so as to explore the clinical efficacy and application value of ECMO.Methods The patients with 7 ARDS who were responded poorly to mechanical ventilation in Zhongshan Affiliated Hospital of Sun Yat-sen University from January 2003 to January 2015 were collected.All patients were divided into a study group (7 cases) treated by ECMO and a control group (7 cases) treated by traditional methods.The percutaneous incision on femoral vein-internal jugular vein (V-V) was selected to carry out ECMO intubation,and the V-V ECMO model was used for auxiliary bypass of flow.The comparisons between the two groups for the results of hemodynamics,blood-gas analysis and oxygen metabolism were performed to evaluate synthetically the adjuvant effects of ECMO.Results Seven ARDS patients caused by lung infections were treated by ECMO,including 4 cases with bacterial pneumonia,2 cases with H7N9 and 1 case with H1N1.Thc duration of ECMO was (21.00 ± 10.06) days;2 cases were weaned from ECMO successfully,and 1 case recovered and discharged.Seven cases with ARDS caused by severe lung bacterial infections in control group were all not recovered on discharge.After treatment,the heart rate (HR),pulmonary arterial wedge pressure (PCWP),venous partial pressure of oxygen (PvO2),arterial blood lactic acid (Lac) in study group were significantly lower than those in the control group [HR (bpm)was 100± 12 vs.120± 19,PCWP (mmHg,1 mmHg =0.133 kPa) was 8.8 ± 2.6 vs.11.6± 3.8,PvCO2 (mmHg) was 40.8 ± 13.1 vs.48.9 ± 16.2,Lac (mmol/L) was 2.1 ± 0.8 vs.5.2 ± 0.6,all P < 0.05],the mean arterial pressure (MAP),cardiac output index (CI),arterial and venous blood pH values,arterial partial pressure of oxygen (PaO2),arterial partial pressure carbon dioxide (PaCO2),arterial oxygen saturation (SaO2),oxygen delivery (DO2),oxygen consumption (VO2),oxygen extraction (ERO2) were obviously higher in study group than those control group [MAP (mmHg) was 83.6 ± 8.2 vs.72.2 ± 94,CI (mL· s-1 · m-2) was 93.35 ± 3.33 vs.81.68 ± 8.33,pH of arterial blood was 7.4 ± 0.1 vs.7.1 ± 0.3,PaO2 (mmHg):98.5 ± 20.4 vs.49.3 ± 12.6,PaCO2 (mmHg):38.9 ± 16.2 vs.26.1 ± 17.4,SaO2:0.95 ± 0.02 vs.0.58 ± 0.04,pit of venous blood was 7.1 ± 0.2 vs.6.4 ± 0.3,PvCO2 (mmHg) was 40.8 ± 13.1 vs.48.9 ± 16.2,SvO2 was 0.75 ± 0.07 vs.0.49 ± 0.08,DO2 (mL· min-1 · m-2) was 651 ± 36 vs.400 ± 81,VO2 (mL· min-1 · m-2) was 245.0 ± 11.2 vs.103.0 ± 14.8,ERO2 was (35.6± 3.9)% vs.(21.3± 5.2)%,all P < 0.05].Conclusions ECMO can improve hypoxemia.So it can improve the metabolism and maintain hemodynamic stability,in the mean time the patients may gain more time for diagnosis and treatment of their primary lung diseases.The key points of a successful ECMO are suitable selection of patients and forceful prevention of complications.
4.Anatomical characteristics of the superior segment of the inferior vena cava and its adjacent relationship: a cadaveric study
Yao YU ; Hongkai YU ; Qingbo HUANG ; Kan LIU ; Cheng PENG ; Songliang DU ; Binggen LI ; Shiqi LI ; Guodong ZHAO ; Gaofei WANG ; Xu ZHANG ; Xin MA ; Baojun WANG
Chinese Journal of Urology 2021;42(3):214-219
Objective:To clarify the anatomical characteristics and adjacent relationship of the superior segment of the inferior vena cava during laparoscopic surgery.Methods:In December 2018, two frozen and two fresh adult cadavers were dissected. The chest of the frozen cadavers was opened along the bilateral midline of the clavicle, the anterior pericardial wall was opened, and the superior vena cava and the inferior vena cava was dissected. The abdominal cavity was opened along the midline of the abdomen, the left and right hepatic lobes were turned over, the inferior vena cava and the second hilum of the posterior segment of the liver were exposed, and the hiatus of the inferior vena cava was opened and entered the pericardium.The anatomical characteristics and adjacent relationship of the superior segment of the inferior vena cava were observed, and the length of the superior segment of the inferior vena cava was measured. The fresh frozen cadaver patients underwent laparoscopic surgery.Five 12 mm trocars were placed at the side of umbilicus, right rectus abdominis about 4 cm from umbilicus, midline of abdomen about 6 cm above umbilicus, right axillary front about 2 cm below inferior edge of liver, left midline of clavicle about 2 cm below inferior edge of liver. Laparoscopic-assisted turning of the left and right hepatic lobes, exposing the posterior inferior vena cava and the second hilum of the liver, opening of the vena cava hiatus into the pericardium.The anatomical characteristics and adjacent relationship of the upper diaphragmatic segment of the inferior vena cava were observed.Results:In two autopsies, the inferior vena cava entered the chest through the cava sulcus of the liver and the phrenic foramen cava, and then through the fibrous pericardium into the right atrium. The length from the diaphragm of inferior vena cava to the right atrium was 1.67 cm, 2.57 cm. In laparoscopic operation, the diaphragm entrance of the posterior segment of the liver inferior vena cava, the second hepatic portal and the inferior vena cava could be well exposed.The diaphragm could be opened along the hole of the vena cava with a relatively non vascular anatomical layer of adipose tissue.There was a large anatomical gap between the pericardium and the right atrium, and the inferior vena cava, the superior vena cava and the right atrium could be well exposed, and the whole diaphragm could be completely and continuously exposed from the bottom to the inferior vena cava at the entrance segment of the right atrium.Conclusions:There was a relatively avascular anatomical layer beside the inferior vena cava. During laparoscopic operation, opening the diaphragm through the abdominal cavity could safely enter the pericardium and expose the inferior vena cava, the superior vena cava and the right atrium, which provides a possibility for the removal of Mayo Ⅳ grade inferior vena cava tumor thrombus through this approach.
5.The first case of severe avian influenza A (H7N9) in Guangdong Province in 2018 successfully treated with extracorporeal membrane oxygenation
Jianwei LI ; Haiming JIANG ; Binfei LI ; Hongkai LIANG ; Guishen WU ; Xueying XU ; Liusheng HOU ; Miaolian CHEN ; Zongfa RUAN
Chinese Critical Care Medicine 2018;30(12):1200-1201
Human infection with avian influenza A (H7N9) is easy to induce severe acute respiratory distress syndrome (ARDS), and traditional mechanical ventilation cannot correct hypoxemia, so patients may die from multiple organ failure (MOF) caused by persistent hypoxia. Extracorporeal membrane oxygenation (ECMO) can provide effective respiratory support and win time for the treatment of severe H7N9. The first case of severe H7N9 in Guangdong Province in 2018 was admitted to Zhongshan Hospital Affiliated to Sun Yat-sen University. The case was insult with severe ARDS caused by H7N9, the traditional mechanical ventilation could not correct hypoxemia, and the lung condition gradually improved with ECMO assistance. After 13 days of ECMO support, the patient was successfully weaned from ECMO and was transferred to a general ward after 55 days. After 102 days of rehabilitation, the patient was discharged from hospital and followed up for 2 months, who was in good health and had a good quality of life. This article states the diagnosis and treatment of severe H7N9 in details, providing experience for the treatment of severe H7N9 in the future.
6.The value of 3 T MR in preoperative T staging of potentially resectable esophageal cancer compared withendoscopicultrasonography
Jia GUO ; Zhaoqi WANG ; Fengguang ZHANG ; Hongkai ZHANG ; Yanan LU ; Jianjun QIN ; Zhongxian ZHANG ; Ting ZHANG ; Shouning ZHANG ; Yafeng DONG ; Yin LI ; Yan ZHAO ; Hui LIU ; Xu YAN ; Nickel DOMINIK ; Hailiang LI ; Jinrong QU
Chinese Journal of Radiology 2018;52(3):199-203
Objective To evaluate the value of 3T magnetic resonance imaging (MRI) in the preoperative T staging of potentially resectable esophageal cancer(EC), compared with endoscopic ultrasonography (EUS). Methods Patients with resectable EC pathologically confirmed by biopsy from March 2015 to September 2016 were prospectively enrolled. All patients underwent MRI (including T2-TSE-BLADE,DWI and radial-VIBE)and EUS one week after the biopsy,and MRI were performed prior to EUS, both MRI and EUS were acquired within one week before surgery. Two readers with more than 5 years experiences in the MRI diagnosis evaluated the MR image quality using a 5-point score independently. T staging was assigned on MRI and EUS by the two MRI readers using double-blind method and one endoscopist in accordance with the 7th edition of AJCC TNM Classification for EC, and any disagreement between two MRI readers was resolved by consensus with discussion to the third senior MRI doctor. The inter-observer agreement between two MRI readers were calculated using Kappa test for image quality scores and T staging results. Considering postoperative pathological T staging results as the gold standard, the performances of MRI and EUS were evaluated based on the accuracy rate and analyzed by χ2 test. Results A total of 70 patients were enrolled in the study, the good image quality cases (≥ 3 scores) were 66 in reader 1 and 68 in reader 2. The inter-observer agreement of the image quality scores by two readers was excellent (Kappa=0.824, P<0.05). The pathological results revealed 16 cases of T1 stage, 18 cases of T2 stage, 30 cases of T3 stage, and 6 cases of T4a stage. The inter-observer agreement of the preoperative T staging of EC by two readers was excellent (Kappa=0.809, P<0.05). The accuracy rates of MRI and EUS for preoperative T staging of EC were 92.9% (65/70) and 67.1% (47/70), respectively, and the difference in accuracy rates of two techniques was statistically significant (χ2=14.5, P<0.05). Conclusions The accuracy rate of MRI for preoperative T staging of EC is significantly higher than that of EUS. MRI can be used as a noninvasive method for preoperative T staging of EC.
7.Trauma center model in general hospitals for patients with severe trauma: a multicenter study
Zhe DU ; Dingyuan DU ; Guangbin HUANG ; Feng XU ; Longgang WANG ; Hansong LIU ; Hongkai LIAN ; Juehua JING ; Xingbo DANG ; Gongliang DU ; Wengang DONG ; Tianbing WANG ; Baoguo JIANG
Chinese Journal of Orthopaedic Trauma 2020;22(8):703-706
Objective:To evaluate the trauma center model in general hospitals for patients with severe trauma.Methods:The data of 1,248 patients with severe trauma (ISS≥16) were retrospectively analyzed who had been admitted to the trauma centers in 6 Chinese general hospitals from January 2019 through June 2020. They were 987 males and 261 females with an age of 50.4 years ± 15.4 years. Their injuries were caused by a traffic accident in 622 cases, falling from a height in 357 cases, a knife in 62 cases, and others (like a heavy object and fall) in 207 cases. Upon admission, their injury severity scores (ISS) were 24.9±8.5 and their Glasgow coma scores (GCS) 12.6±3.6. They were all treated in a scientific and standard manner by a multidisciplinary team at the trauma center of their specific general hospital. Recorded were deaths within 30 days after admission, 30-day mortality and causes of death.Results:All the patients were treated effectively. 101 deaths occurred within 30 days after admission, yielding a 30-day mortality of 8.1%. The main causes of death were severe craniocerebral injury in 56 cases, hemorrhagic shock in 26 cases, multi-organ failure in 11 cases and others in 8 cases.Conclusions:Establishment of trauma centers in China can make up for the disadvantage of over-division of clinical specialties in large general hospitals which has led to insufficient care for patients with severe trauma and multiple injuries. The trauma centers in general hospitals may be a feasible model to be popularized in treatment of patients with severe trauma and multiple injuries.
8.Early myocardial strain characteristics in type 2 diabetic mellitus mice evaluated by 7.0 T cardiac MR
Chunyan SHI ; Hongkai ZHANG ; Yifeng GAO ; Nan ZHANG ; Dongting LIU ; Lin YANG ; Lei XU ; Zhanming FAN
Chinese Journal of Radiology 2022;56(5):569-575
Objective:To investigate the characteristics of early myocardial mechanics changes in diabetic cardiomyopathy (DCM).Method:Sixty healthy 4-week-old male C57BL/6J mice were randomly divided into the T2DM group ( n=30) and the control group ( n=30). The T2DM group was fed with high-fat diet for 4 weeks, and accepted injection of a single high-dose of streptozotocin (STZ) intraperitoneally. Finally, the model was established successfully in 23 mice. The control group was fed with a normal diet and treated with citrate buffer liquid at an equal dose as T2DM group. Then, nine mice were randomly selected from each of the two groups every 4 weeks until the end of the 24th week. Six of the nine mice were randomly selected to perform 7.0 T MR scanning after measuring blood glucose and body weight. Cine images were acquired through cardiovascular MR feature tracking (CMR-FT). The obtained parameters included the left ventricle global peak circumferential strain (LV-GPCS), left ventricle global peak radial strain(GPRS) and the ejection fraction (EF), etc. The rest three mice were sacrificed for observation of the changes of interstitial fibers and micro-vessels in myocardial tissue with Sirius red staining. One-way analysis of variance (ANOVA) and t test were used for comparison. Results:There were significant differences in blood glucose levels between the two groups during the observation period ( P<0.05). In the 4 th-24 th week, the value of GPCS in T2DM group showed a downward trend, and the difference was statistically significant ( F = 8.23, P<0.001). Compared with the control group, the value of GPCS in T2DM group was statistically significant at the 20 th and 24 th week (the 20 th week: -11.4%±2.1% in the T2DM group vs. -14.3%±1.9% in the control group, t=2.54, P=0.029;the 24 th week: -12.3%±1.7% in the T2DM group vs. -14.6%±1.8% in the control group, t=2.35 , P=0.040), while the EF value was different at the 24 th week (51%±5% in the T2DM group vs. 62%±6% in the control group, t=3.38, P=0.007). There was no significant difference in the GPRS of the T2DM mice group over time or compared with the controls ( P>0.05). Moreover, the pathological results showed that the myocardial interstitial fibers in the T2DM group had remarkably increased since the 12 th week. Conclusions:The alterations in myocardial interstitial fibers and myocardial contractility appeared early in T2DM mice. Especially, the left ventricle global peak circumferential strain value is superior to the EF value in reflecting the early changes in DCM.
9.Robot-assisted supradiaphragmatic inferior vena cava thrombectomy without cardiopulmonary bypass: surgical experience with 4 case reports
Kan LIU ; Qingbo HUANG ; Cheng PENG ; Yao YU ; Songliang DU ; Hongkai YU ; Guodong ZHAO ; Rong LIU ; Cangsong XIAO ; Shuanglei LI ; Qiuyang LI ; Haiyi WANG ; Baojun WANG ; Xin MA ; Xu ZHANG
Chinese Journal of Urology 2021;42(7):502-506
Objective:To explore the feasibility and safty of robot assisted trans-diaphragmatic intropericardial inferior vena cava occlusion and thrombectomy in treatment of Ⅳa grade tumor thrombus without cardiopulmonary bypass and thoracotomy.Methods:The clinical data of 4 patients with renal cell carcinoma and Ⅳa grade tumor thrombus by robot assisted trans-diaphragmatic intropericardial inferior vena cava occlusion and thrombectomy from January 2013 to June 2019 were retrospectively analyzed. The median age was 53.5 (53-70) years. The average body mass index was 23.25 (20.7-26.3) kg/m 2. The tumors were located on the right side in 2 cases. The average maximum diameter of the tumor was 8.1 (3.6-11.2) cm.Preoperative tumor thrombus of all patients was classified as Ⅳa. The average preoperative length of tumor thrombus in vena cava was 12.3 (11.8-18.0) cm. All the operations were performed under multidisciplinary cooperation of urology, hepatobiliary, cardiovascular, ultrasound and anesthesiologist team. Surgical procedure: Robot assisted liver mobilization was used to expose the inferior vena cava. Under the guidance of intraoperative ultrasound, the central tendon and pericardium of diaphragm were dissected until the inferior vena cava and right atrium in the superior pericardium were exposed. The first porta hepatis and inferior vena cava were blocked in turn.The vena cava thrombectomy and inferior vena cava reconstruction were performed. Results:All the operations were completed without conversion. The median operation time was 553.5 (338-642) minutes, and the median time of the first porta hepatis occlusion was 18.1 (14-32)minutes. The median blood loss was 1 900(1 000-2 600)ml. All patients were transferred to ICU after operation. The median length of stay in ICU was 7(4-8) days, and the median time of indwelling drainage tube was 8(4-12) days. The average postoperative hospital stay was 13(11-20) days. There were 1 case of grade Ⅱ and 3 cases of grade Ⅲ complications (Clavien classification). One case had paroxysmal supraventricular tachycardia, one case had lymphatic fistula, one case had pleural effusion with atelectasis, and one case had hepatic and renal insufficiency and lymphatic fistula. The complications were improved after treatment. There was no perioperative death.Conclusions:Robot assisted trans-diaphragmatic intropericardial inferior vena cava occlusion and thrombectomy is an alternative method for the treatment of Ⅳa grade inferior vena cava tumor thrombus. Using this method, Ⅳa grade tumor thrombus can be treated without cardiopulmonary bypass and thoracotomy, with controllable complications and zero perioperative mortality.
10.Clinical features and early warning indicators of patients with acute-on-chronic liver failure and bacterial infection
Zhanhu BI ; Linxu WANG ; Haifeng HU ; Hong DU ; Yidi DING ; Xiaofei YANG ; Jiayi ZHAN ; Fei HU ; Denghui YU ; Hongkai XU ; Jianqi LIAN
Journal of Clinical Hepatology 2024;40(4):760-766
ObjectiveTo investigate the clinical features of patients with acute-on-chronic liver failure (ACLF) and bacterial infection and early warning indicators associated with multidrug-resistant infections. MethodsA retrospective analysis was performed for 130 patients with ACLF and bacterial infection who attended The Second Affiliated Hospital of Air Force Medical University from January 1, 2010 to December 31, 2021, and according to the drug susceptibility results, the patients were divided into multidrug-resistant (MDR) bacterial infection group with 80 patients and non-MDR bacterial infection group with 50 patients. General information and laboratory examination results were compared between the two groups to screen for the early warning indicators associated with MDR bacterial infection. The Student’s t-test was used for comparison of normally distributed continuous data with homogeneity of variance between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data or continuous data with heterogeneity of variance between two groups; the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. The binary logistic regression analysis and the receiver operating characteristic (ROC) curve were used to assess the predictive value of early warning indicators. ResultsAmong the 130 patients with ACLF and bacterial infection, sputum (27.7%) was the most common specimen for detection, followed by blood (24.6%), urine (18.5%), and ascites (17.7%). Bacterial infections were dominated by Gram-negative bacteria (58.5%). Of all bacteria, Escherichia coli (18.5%), Klebsiella pneumoniae (14.6%), and Enterococcus faecium (13.8%) were the most common pathogens. Gram-positive bacteria had a high resistance rate to the antibacterial drugs such as erythromycin (72.2%), penicillin (57.4%), ampicillin (55.6%), and ciprofloxacin (53.7%), while Gram-negative bacteria had a high resistance rate to the antibacterial drugs such as ampicillin (73.3%), cefazolin (50.0%), and cefepime (47.4%). The patients with ACLF and bacterial infection had a relatively high rate of MDR bacterial infection (61.5%). Comparison of clinical data between the two groups showed that compared with the patients with non-MDR bacterial infection, the patients with MDR bacterial infection had significantly higher levels of alanine aminotransferase (Z=2.089, P=0.037), aspartate aminotransferase (Z=2.063, P=0.039), white blood cell count (Z=2.207, P=0.027), and monocyte count (Z=4.413, P<0.001). The binary logistic regression analysis showed that monocyte count was an independent risk factor for MDR bacterial infection (odds ratio=7.120, 95% confidence interval [CI]: 2.478 — 20.456,P<0.001) and had an area under the ROC curve of 0.686 (95%CI: 0.597 — 0.776) in predicting ACLF with MDR bacterial infection(P<0.001), with the optimal cut-off value of 0.50×109/L, a sensitivity of 0.725, and a specificity of 0.400. ConclusionACLF combined with bacterial infections is mainly caused by Gram-negative bacteria, with the common pathogens of Escherichia coli and Klebsiella pneumoniae and a relatively high MDR rate in clinical practice. An increase in monocyte count can be used as an early warning indicator to distinguish MDR bacterial infection from non-MDR bacterial infection.