1.Methodological Considerations on Constructing Intelligent Diagnosis and Treatment Agent for Integrated Chinese and Western Medicine Diagnosis and Treatment Based on Clinical Practice Guidelines
Feng ZHOU ; Tengfei CHEN ; Wandi ZHANG ; Haoyuan LI ; Xingyu ZONG ; Jiahao LIN ; Qingquan LIU ; Guozhen ZHAO
Journal of Traditional Chinese Medicine 2026;67(17):1853-1857
Developing an intelligent agent for integrated traditional Chinese and western medicine diagnosis and treatment based on clinical practice guidelines is a key approach to advancing the standardization and intelligent deve-lopment of traditional Chinese medicine (TCM) and to supporting clinical decision-making. This paper argues for the necessity of building a knowledge base using guidelines as the sole data source, systematically identifies five core methodological challenges across the entire process, and proposes corresponding solutions. An ontology framework capable of distinguishing between TCM and western medicine concepts should be designed to address the difficulty of knowledge integration. A closed-loop "algorithm-based extraction-expert review" model is adopted to reduce data extraction errors. Expert consensus is incorporated to address decision gaps in specific clinical scenarios outlined in the guidelines, while a multi-stage, standardized output process for the AI system is established to eliminate model hallucinations. Furthermore, an evaluation framework reflecting clinical applicability is developed to enhance the AI system's accuracy and stability. Throughout the research process, it is essential to ensure the in-depth and continuous participation of multidisciplinary experts, strictly control the selection and quality evaluation of guidelines, and rely on the expert consensus method to address decision gaps in the knowledge base. Additionally, continuous validation and iterative optimization of intelligent agents are required to ensure the accuracy and stability of generated outputs. Limitations remain in the mechanisms for real-time knowledge synchronization in intelligent diagnostic and treatment systems, and further validation through large-scale real-world studies is warranted.
2.Effect of anisodamine hydrobromide on early hemodynamics of piglets with septic shock
Qingquan SHI ; Mingxuan WANG ; Zhizhong ZHANG ; Jie ZHOU ; Chunsheng LI ; Shuo WANG
Journal of Chinese Physician 2025;27(2):173-177
Objective:To investigate the effects of anisodamine hydrobromide (654-1), 654-1+ norepinephrine and norepinephrine on early hemodynamic indexes of piglets with septic shock.Methods:A total of 38 healthy Bama pigs were selected as the study subjects, 32 of which were treated with lipopolysaccharide to create septic shock piglet model, and the other 6 were sham operation group. The animals were randomly divided into control group ( n=8), drug treatment group [654-1 group ( n=8), 654-1+ norepinephrine group ( n=8), norepinephrine group ( n=8)]. Hemodynamic parameters were recorded at T 0 (basic state), T 1 (successful shock modeling), T 2 (1 h after successful modeling), T 3 (2 h after successful modeling), T 4 (4 h after successful modeling), T 5 (6 h after successful modeling) and T 6 (8 h after successful modeling) respectively, including: Mean arterial pressure (MAP), cardiac index (CI), whole-heart end-diastolic volume index (GEDI), lactic acid (LAC). Results:Except for the sham operation group, MAP of all treatment groups at T 1 was significantly lower than that at T 0 (all P<0.05). MAP of all treatment groups at T 2-T 6 was significantly higher than that at T 1 (all P<0.05). T 1 MAP of all treatment groups was significantly lower than that of the sham operation group (all P<0.05). MAP at T 2-T 6 in the norepinephrine group and the 654-1+ norepinephrine group was higher than that in the control group (all P<0.05), and MAP at T 2-T 4 in the 654-1 group was significantly lower than that in the 654-1+ norepinephrine group (all P<0.05). LAC of all treatment groups at T 1-T 3 was significantly higher than that at T 0 (all P<0.05) except the sham operation group. LAC in the group 654-1 at T 4 to T 6 was significantly lower than that at T 1 (all P<0.05). LAC in the group 654-1 at T 4-T 6 was significantly lower than that in the norepinephrine group and the control group (all P<0.05). The CI of norepinephrine group at T 2, T 5 and T 6 was lower than that at T 0 (all P<0.05). There was no significant difference in CI between T 2 and T 6 compared with T 1 (all P>0.05). CI of the 654-1+ norepinephrine group at T 4 was significantly lower than that of T 0 ( P<0.05); The CI of the 654-1 group at T 2 was significantly higher than that of T 1 ( P<0.05). CI at T 1 in the 654-1+ norepinephrine group was significantly lower than that in the sham operation group (all P<0.05). The GEDI at T 1 to T 5 in the 654-1 group was significantly lower than that at T 0 in the 6541+ norepinephrine group (all P<0.05), and the GEDI at T 1 to T 2 was significantly lower than that at T 0 in the 6541+ norepinephrine group (all P<0.05), while the GEDI at T 2 and T 4 was higher than that at T 1 (all P<0.05). Conclusions:MAP decreased significantly in septic shock, LAC increased significantly in the early stage of shock. 654-1 can improve MAP in early stage of septic shock, and significantly reduce LAC level in early stage of septic shock.
3.Effect of anisodamine hydrobromide on early hemodynamics of piglets with septic shock
Qingquan SHI ; Mingxuan WANG ; Zhizhong ZHANG ; Jie ZHOU ; Chunsheng LI ; Shuo WANG
Journal of Chinese Physician 2025;27(2):173-177
Objective:To investigate the effects of anisodamine hydrobromide (654-1), 654-1+ norepinephrine and norepinephrine on early hemodynamic indexes of piglets with septic shock.Methods:A total of 38 healthy Bama pigs were selected as the study subjects, 32 of which were treated with lipopolysaccharide to create septic shock piglet model, and the other 6 were sham operation group. The animals were randomly divided into control group ( n=8), drug treatment group [654-1 group ( n=8), 654-1+ norepinephrine group ( n=8), norepinephrine group ( n=8)]. Hemodynamic parameters were recorded at T 0 (basic state), T 1 (successful shock modeling), T 2 (1 h after successful modeling), T 3 (2 h after successful modeling), T 4 (4 h after successful modeling), T 5 (6 h after successful modeling) and T 6 (8 h after successful modeling) respectively, including: Mean arterial pressure (MAP), cardiac index (CI), whole-heart end-diastolic volume index (GEDI), lactic acid (LAC). Results:Except for the sham operation group, MAP of all treatment groups at T 1 was significantly lower than that at T 0 (all P<0.05). MAP of all treatment groups at T 2-T 6 was significantly higher than that at T 1 (all P<0.05). T 1 MAP of all treatment groups was significantly lower than that of the sham operation group (all P<0.05). MAP at T 2-T 6 in the norepinephrine group and the 654-1+ norepinephrine group was higher than that in the control group (all P<0.05), and MAP at T 2-T 4 in the 654-1 group was significantly lower than that in the 654-1+ norepinephrine group (all P<0.05). LAC of all treatment groups at T 1-T 3 was significantly higher than that at T 0 (all P<0.05) except the sham operation group. LAC in the group 654-1 at T 4 to T 6 was significantly lower than that at T 1 (all P<0.05). LAC in the group 654-1 at T 4-T 6 was significantly lower than that in the norepinephrine group and the control group (all P<0.05). The CI of norepinephrine group at T 2, T 5 and T 6 was lower than that at T 0 (all P<0.05). There was no significant difference in CI between T 2 and T 6 compared with T 1 (all P>0.05). CI of the 654-1+ norepinephrine group at T 4 was significantly lower than that of T 0 ( P<0.05); The CI of the 654-1 group at T 2 was significantly higher than that of T 1 ( P<0.05). CI at T 1 in the 654-1+ norepinephrine group was significantly lower than that in the sham operation group (all P<0.05). The GEDI at T 1 to T 5 in the 654-1 group was significantly lower than that at T 0 in the 6541+ norepinephrine group (all P<0.05), and the GEDI at T 1 to T 2 was significantly lower than that at T 0 in the 6541+ norepinephrine group (all P<0.05), while the GEDI at T 2 and T 4 was higher than that at T 1 (all P<0.05). Conclusions:MAP decreased significantly in septic shock, LAC increased significantly in the early stage of shock. 654-1 can improve MAP in early stage of septic shock, and significantly reduce LAC level in early stage of septic shock.
4.Diagnosis Value of Narrow Band Imaging Endoscopy in Evaluating the Degenerative Properties of Vocal Cord Leukoplakia
Guangming WANG ; Yan WANG ; Zhen XU ; Tao ZHOU ; Jining QU ; Qingquan HUA
Journal of Audiology and Speech Pathology 2024;32(6):520-523
Objective To investigate the diagnosis value of narrow band imaging(NBI)endoscopy in evalua-ting the degenerative properties of vocal cord leukoplakia.Methods A retrospective analysis of clinical data from 95 cases(153 sides)of vocal cord leukoplakia patients was conducted.All patients underwent electronic laryngoscopy before microlaryngoscopy.The lesions of vocal cords were examined with white light and then with NBI mode.The superficial IPCL patterns were classified into six types(types Ⅰ-Ⅵ).Under the NBI endoscope,the vocal cord leu-koplakia was classified as 1)Group A:types Ⅰ,Ⅱ,and Ⅲ.The pathological results were regarded as the gold standard for definitive diagnosis of vocal cord leukoplakia.and 2)Group B:types Ⅳ,Ⅴ,and Ⅵ.All patients un-derwent laryngeal microsurgery under general anesthesia,and lesions were sent for pathological examination.The results of NBI assessment were compared with those of pathology.The sensitivity,specificity,accuracy and Kappa-Cohen index of NBI in assessing the nature of lesions were calculated.Results According to NBI endoscopy,123 lesions(80.4%)were classified as low-risk group(type Ⅰ:18,type Ⅱ:41,type Ⅲ:64)and possibly benign le-sions,while 30 lesions(19.6%)were classified as high-risk group(type Ⅳ:2,type Ⅴ:25,type Ⅵ:3)and possi-bly malignant lesions.The pathological results showed that the 121 lesions(79.1%)were hyperkeratosis(20 le-sions),mild(39 lesions),moderate atypical hyperplasia(62 lesions),and the 32 lesions(20.9%)were severe a-typical hyperplasia(5 lesions),carcinoma in situ(22 lesions),and invasive carcinoma(5 lesions).In the low-risk group,2 lateral lesions were pathologically severe atypical hyperplasia.The sensitivity,specificity,positive predic-tive value,negative predictive value,and accuracy of NBI in predicting the malignancy of leukoplacia were 100%,97.6%,90%,100%,and 98%,respectively.Kappa-Cohen index was 0.90(95%confidence interval 82.3%to 100%).Conclusion NBI endoscopy can accurately evaluate the pathological properties of vocal cord leukoplakia.
5.Robot-assisted complex segmentectomy versus simple segmentectomy for stage ⅠA non-small cell lung cancer: A retrospective cohort study
Yucheng HOU ; Jianfeng ZHANG ; Weijian SONG ; Qingquan LUO ; Qianjun ZHOU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2022;29(09):1128-1132
Objective To compare the perioperative outcomes between robot-assisted complex segmentectomy and simple segmentectomy for stage ⅠA non-small cell lung cancer (NSCLC). Methods The clinical data of 285 patients with NSCLC undergoing robot-assisted thoracic surgery (RATS) in our hospital from January 2015 to August 2021 were retrospectively analyzed. There were 105 males and 180 females aged 23-83 years. The patients were divided into a complex segmentectomy group (n=170) and a simple segmentectomy group (n=115) according to tumor location and surgical method. The clinical pathological baseline characteristics and perioperative outcomes between the two groups were compared, including operative time, blood loss volume, dissected lymph nodes, conversion rate, postoperative duration of drainage, postoperative hospital stay, the incidence of persistent air leakage and postoperative 30 d mortality. Results There was no statistical difference in baseline data between the two groups (P>0.05). No postoperative 30 d death was observed. One patient in the complex segmentectomy group was transferred to thoracotomy. No statistical difference was observed between the two groups in the operative time (97.36±38.16 min vs. 94.65±31.67 min, P=0.515), postoperative duration of drainage (3.69±1.85 d vs. 3.60±1.90 d, P=0.679), postoperative hospital stay (4.07±1.85 d vs. 4.05±1.97 d, P=0.957), dissected lymph nodes (5.15±3.53 vs. 5.13±2.93, P=0.952), incidence of blood loss volume<100 mL (98.2% vs. 99.1%, P=0.650), and incidence of postoperative persistent air leakage (6.5% vs. 5.2%, P=0.661). Conclusion The safety and effectiveness of robot-assisted complex segmentectomy and simple segmentectomy are satisfactory in the treatment of stage ⅠA NSCLC. The perioperative results of RATS complex segmentectomy and simple segmentectomy are similar.
6.Robotic lobectomy versus thoracoscopic lobectomy in treatment for clinical N0 lung malignant tumor≥3 cm: A propensity score matching study
Weijian SONG ; Yucheng HOU ; Jianfeng ZHANG ; Qingquan LUO ; Qianjun ZHOU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2022;29(04):436-442
Objective To investigate the effectiveness and safety of robotic lobectomy in clinical N0 lung malignant tumor≥3 cm. Methods We retrospectively analyzed the clinical data of 182 patients with lung malignant tumor≥3 cm receiving robotic or thoracoscopic lobectomy at Shanghai Chest Hospital in 2019. The patients were divided into a robotic surgery group (RATS group) and a thoracoscopic surgery group (VATS group). There were 39 males and 38 females with an average age of 60.55±8.59 years in the RATS group, and 51 males and 54 females with an average age of 61.58±9.30 years in the VATS group. A propensity score matching analysis was applied to compare the operative data between the two groups. Results A total of 57 patients were included in each group after the propensity score matching analysis. Patients in the RATS group had more groups of N1 lymph node dissected (2.53±0.83 groups vs. 2.07±0.88 groups, P=0.005) in comparison with the VATS group. No statistical difference was found in operation time, blood loss, postoperative hospital stay, number of N1 and N2 lymph nodes dissected, groups of N2 lymph node dissected, lymph node upstage rate or postoperative complications. The hospitalization cost of RATS was higher than that of VATS (P<0.001). Conclusion In contrast with thoracoscopic lobectomy, robotic lobectomy has similar operative safety, and a thorough N1 lymphadenectomy in patients with clinical N0 lung malignant tumor≥3 cm.
7.Application of tracheotomy in the treatment of severe cases of COVID-19
Zhifeng DENG ; Ting ZHU ; Yongjun DING ; Chenliang ZHOU ; Yan KANG ; Jining QU ; Qingquan HUA ; Yu XU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2020;55(6):576-579
Objective:To discuss the the effects, indications and protective measures of tracheotomy for severe cases of coronavirus disease 2019 (COVID-19) patients.Methods:A retrospectively analysis was conducted to explore the clinical data of COVID-19 patients who received tracheotomy in February to March 2020, and descriptive statistics were used to analyze the indication of tracheotomy, particularity of intraoperative treatment and protective measures.Results:A total of 4 cases were included in this article. All patients were successfully operated. One case had postoperative incision continuous bleeding, there were not other complications and nosocomial infection among the medical staff. The patient′s condition was relieved in different degrees after the operation, who remained hospitalized.Conclusion:Tracheotomy for severe cases of COVID-19 can achieve certain curative effect, but the occurrence of tracheotomy related complications and nosocomial infection should be effectively controlled, and the risk benefit ratio of tracheotomy should be carefully weighed before surgery.
8.Clinical significance of the ratio between descending aorta diameter and ascending aorta diameter in rapid diagnosis of Stanford type B aortic dissection
Li ZHOU ; Qingquan CHEN ; Danna FAN
Chinese Journal of Postgraduates of Medicine 2019;42(6):559-562
Objective To explore the clinical significance of the ratio of descending aorta diameter to ascending aorta diameter (rDA) in rapid diagnosis of Stanford B aortic dissection (AD). Methods A total of 118 patients with chest pain admitted to the emergency department from January 2013 to June 2018 in the People′s Hospital of Longhua were selected,and 42 patients with Stanford B type AD (group A) and 76 patients without AD (group B) were diagnosed by CT angiography.Eighty healthy people in the same period were selected as control group (group C). The descending aorta diameter and ascending aorta diameter were measured and rDA was calculated. The receiver operating characteristic curves were made. The sensitivity and specificity of descending aorta diameter and rDA for predicting Stanford B-type AD were analyzed. Results The descending aorta diameter, ascending aorta diameter and rDA in group A (male and female) were significantly higher than those in group C (male and female), while the descending aorta diameter and rDA in group A (male and female) were significantly higher than those in group B (male and female) (P<0.05). The sensitivity and specificity of descending aorta diameter with 30.0 mm as the cut-off point for the diagnosis of Stanford B-type AD were 92.9%(39/42),82.9%(63/76), and those of rDA with 0.8 as the cut-off point for Stanford B-type AD were 95.2%(40/42),90.8%(69/76). Conclusions The descending aorta diameter and rDA can be used as indicators for rapid diagnosis of Stanford B-type AD, and rDA is better than the diameter of descending aorta.
9.Application of the reversed π-shaped esophagojejunal anastomosis in laparoscope-assisted total gastrectomy for gastric cancer
Yuqin HUANG ; Dong TANG ; Wei WANG ; Sen WANG ; Qingquan XIONG ; Jie WANG ; Yang CHONG ; Huaicheng ZHOU ; Daorong WANG
Chinese Journal of Digestive Surgery 2017;16(6):619-623
Objective To investigate the safety and feasibility of the reversed π-shaped esophagojejunal anastomosis in laparoscope-assisted total gastrectomy (LATG) for gastric cancer (GC).Methods The retrospective corss-sectional study was conducted.The clinicopathological data of 18 GC patients who were admitted to the Subei People's Hospital of Jiangsu Province between January 2015 and October 2016 were collected.All the 18 GC patients underwent LATG,surgical procedures included free stomach and lymph node dissection firstly,side-to-side jejunal anastomosis secondly and laparoscopic gastrointestinal reconstruction using reversed π-shaped anastomosis finally.Observation indicators:(1) surgical situations:side-to-side jejunal anastomosis method,conversion to open surgery,operation time,reversed π-shaped anastomosis time,volume of intraoperative blood loss and number of lymph node dissected;(2) postoperative situations:time for initial out-of-bed activity,time to initial anal exsufflation,time for postoperative water intake,time of drainage tube removal,postoperative complications and duration of hospital stay;(3) postoperative pathological examination;(4) follow-up and survival situations.Follow-up using outpatient examination and telephone interview was performed to detect diet intake,anastomosis patency,gastrointestinal obstruction and patients' survival up to March 2017.Measurement data with normal distribution were represented as (x)±s.Results (1) Surgical situations:18 patients underwent successful LATG and reversed π-shaped esophagojejunal anastomosis,without conversion to open surgery and perioperative death.Five patients used in vitro hand-sewn side-to-side esophagojejunal anastomosis through small incision of specimens sampling,and 13 completed all surgery under laparoscopy.Operation time,reversed π-shaped anastomosis time,volume of intraoperative blood loss and number of lymph node dissected of 18 patients were (187±12)minutes,(37±5) minutes,(735±18)mL and 29±2,respectively.(2) Postoperative situations:time for initial out-of-bed activity,time to initial anal exsufflation,time for postoperative water intake and time of drainage tube removal in 18 patients were (1.6±0.5) days,(2.3±0.4) days,(2.5±0.5) days and (7.5± 1.5) days,respectively.One patient complicated with esophagojejunal anastomosis fistula at postoperative day 3 was cured by drainage and symptomatic treatment and then discharged from hospital.Eighteen patients received regularly angiography using oral water-soluble contrast medium after recovering fluid diet intake,showing anastomosis patency and no contrast medium leakage,and then discharged from hospital.Duration of hospital stay of 18 patients was (12± 11) days.(3) Postoperative pathological examination:of 18 patients,15 were diagnosed with adenocarcinoma and 3 with signet-ring cell carcinoma.T2,T3 and T4 of T staging were respectively detected in 3,3 and 12 patients.N0,N1,N2 and N3 of N staging were respectively detected in 8,3,2 and 5 patients.Stage Ⅰ,Ⅱ and Ⅲ of TNM stage were detected in 3,5 and 10 patients,respectively.(4) Follow-up and survival situations:17 of 18 patients were followed up for 6-25 months,with a median time of 12 months.During the follow-up,2 patients were complicated with sour regurgitation and vomiting after eating at month 6 and 12 postoperatively and received gastrointestinal contrast examination,showing anastomotic stenosis,and then were cured by endoscopic dilation and discharged form hospital.Other patients had good diet and survival,without anastomotic complications.Conclusion The reversed π-shaped esophagojejunal anastomosis in LATG for GC is safe and feasible,with good short-term outcomes.
10.The Effects of Ouabain on the Inner Ear Glial Cells in Mouse
Zhijian ZHANG ; Hongxia GUAN ; Kun YANG ; Bokui XIAO ; Hua LIAO ; Yang JIANG ; Tao ZHOU ; Qingquan HUA
Journal of Audiology and Speech Pathology 2017;25(5):502-505
To study the effects of ouabain on the inner ear glial cells, and to lay the foundation for the study of stem cell transplantation in the treatment of sensorineural hearing loss.Methods Sixty adult female SPF grade CBA / J mice were randomly divided into experimental group and control group, with 30 mice in each group.Animals in the experimental group received 3mM ouabain via the round window membrane, while mice in control group received normal saline.The mice were sacrificed at 7 days, 14 days and 30 days after the administration,respectively.Immunofluorescence histochemical staining was used to detect the inner ear glial cells in spiral ganglion.Results Some inner ear glial cells survived in the spiral ganglion of the experimental group, while with decreased numbers and disorganized structure compared to those of in the control group.Comparing to those of in the control group, the number and density of inner ear glial cells in the experimental group were significantly decreased from 7 days afterouabain administration,further decreased at 14 days and reduced to the lowest at 30 days after ouabain administration, the differences between the 2 groups were statistically significant (P < 0.05).Among the experimental group, the number of inner ear glial cells at 30 days was significantly decreased when compared to those of at 7 days and 14 days, respectively.Conclusion Application of ouabain to mouse inner ear via the round window membrane leads to an acute and progressive direct damage to the inner ear glial cells in the spiral ganglion.

Result Analysis
Print
Save
E-mail