Traditional Chinese medicine (TCM) represents a paradigmatic approach to personalized medicine, developed through the systematic accumulation and refinement of clinical empirical data over more than 2000 years, and now encompasses large-scale electronic medical records (EMR) and experimental molecular data. Artificial intelligence (AI) has demonstrated its utility in medicine through the development of various expert systems (e.g., MYCIN) since the 1970s. With the emergence of deep learning and large language models (LLMs), AI's potential in medicine shows considerable promise. Consequently, the integration of AI and TCM from both clinical and scientific perspectives presents a fundamental and promising research direction. This survey provides an insightful overview of TCM AI research, summarizing related research tasks from three perspectives: systems-level biological mechanism elucidation, real-world clinical evidence inference, and personalized clinical decision support. The review highlights representative AI methodologies alongside their applications in both TCM scientific inquiry and clinical practice. To critically assess the current state of the field, this work identifies major challenges and opportunities that constrain the development of robust research capabilities-particularly in the mechanistic understanding of TCM syndromes and herbal formulations, novel drug discovery, and the delivery of high-quality, patient-centered clinical care. The findings underscore that future advancements in AI-driven TCM research will rely on the development of high-quality, large-scale data repositories; the construction of comprehensive and domain-specific knowledge graphs (KGs); deeper insights into the biological mechanisms underpinning clinical efficacy; rigorous causal inference frameworks; and intelligent, personalized decision support systems.
Medicine, Chinese Traditional/methods* ; Artificial Intelligence ; Humans ; Precision Medicine ; Decision Support Systems, Clinical

Objective:To establish a new classification system for distal clavicle fracture and evaluate its clinical effectiveness.Methods:A retrospective case series study was conducted to analyze the clinical data of 101 patients with distal clavicle fracture admitted to First Affiliated Hospital of Nanjing Medical University from January 2015 to March 2022, including 57 males and 44 females, aged 19-86 years [(53.8±14.0)years]. Before treatment, patients were routinely subjected to bilateral anteroposterior radiography of the shoulder joints to measure the length of the fractured fragments, coracoclavicular distance, and acromioclavicular distance. According to the correlation between the location of the fracture line and the insertion of the coracoclavicular ligament, distal clavicle fracture was divided into three types: type I, with the fracture line lateral to the coracoclavicular ligament region; type II, with the fracture line in the coracoclavicular ligament region; type III, with the fracture line medial to the coracoclavicular ligament region. According to the injury severity of the coracoclavicular ligament and acromioclavicular ligament, type I was further subdivided into type IA, IB, IC and ID, and type II fracture was further subdivided into type IIA, IIB, IIC, IID and IIE. All the 101 patients were classified and randomly reclassified at an interval of 3 months by 10 senior and 10 junior shoulder surgeons according to the new classification method. Kappa coefficients were used to evaluate the inter- and intra-observer consistency of the new classification. Fifty-two patients with stable fracture (types IA, IB, IIC, and IID) were treated non-surgically, while 49 patients with unstable fracture (types IC, ID, IIA, IIB, IIE, and III) were treated surgically, including 26 patients with anatomic coracoclavicular ligament reconstruction, 9 with locking plate fixation, 8 with clavicle hook plate fixation, 4 with anatomic coracoclavicular ligament reconstruction combined with locking plate fixation, and 2 with anatomic coracoclavicular ligament reconstruction combined with tension screw fixation. The patients were assessed using the visual analogue scale (VAS) and Constant-Murley shoulder score before treatment and at 3, 6, 12, and 18 months after treatment. The coracoclavicular distance and acromioclavicular distance on the anteroposterior radiographs of the healthy and affected shoulder joints were measured at 3, 6, 12, and 18 months after treatment, and fracture healing time and complications were observed.Results:The length of the fractured fragments was 12.9 (9.7, 17.6)mm in patients with type I fracture, 24.7 (21.8, 27.8)mm in patients with type II fracture, and 43.6 (41.2, 46.9)mm in patients with type III fracture ( P<0.01). There were no significant differences in the coracoclavicular distance and acromioclavicular distance of the affected and healthy shoulders among the patients with types IA, IB, IIC, IID, and III fracture ( P>0.05); For the patients with types IC, IIA, IIB and IIE fracture, the coracoclavicular distance of the affected shoulder was significantly increased compared with that of the healthy shoulder ( P<0.01), while there was no significant difference in the acromioclavicular distance of the affected and healthy shoulders ( P>0.05). Both of the inter- and intra-observer consistency of the new classification was good. The inter- and intra-observer Kappa values were 0.69 and 0.71 respectively among the senior shoulder surgeons, and 0.61 and 0.64 respectively among the junior shoulder surgeons. All the patients were followed up for 18-104 months [28(23, 32)months]. At 3, 6, 12 and 18 months after treatment, the VAS scores of non-surgical patients were 3(2, 3)points, 2(1, 2)points, 1(0, 1)points and 0(0, 1)points respectively, significantly decreased compared with 6(5, 6)points before treatment ( P<0.01); the VAS scores of surgical patients were 3(2, 3)points, 2(1, 2)points, 1(1, 1)points and 0(0, 1)points respectively, significantly decreased compared with 6(5, 7)points before treatment ( P<0.01); the Constant-Murley shoulder scores of non-surgical patients were (76.6±5.3)points, (84.3±5.0)points, (88.4±4.0)points and (91.9±3.8)points respectively, significantly higher than (42.7±5.2)points before treatment ( P<0.01); the Constant-Murley shoulder scores of surgical patients were (77.4±4.6)points, (84.4±4.7)points, (87.6±3.7)points and (91.7±4.0)points respectively, significantly higher than (42.8±5.3)points before treatment ( P<0.01). At 3, 6, 12 and 18 months after treatment, the coracoclavicular distance of the affected shoulder in non-surgical patients was not significantly different from that before treatment ( P>0.05), while the acromioclavicular distance of the affected shoulder in surgical patients was significantly reduced compared with that before treatment ( P<0.01). There were no significant differences in the coracoclavicular distance of the healthy shoulder or bilateral acromioclavicular distance in non-surgical and surgical patients at 3, 6, 12, and 18 months after treatment compared with those before treatment ( P>0.05). Fractures were healed within 12 months after treatment in all the patients, without dislocation or subluxation of the acromioclavicular joint, internal fixation failure or internal fixator breakage. Eight patients treated with clavicular hook plate fixation had shoulder pain associated with limited mobility after operation, and all underwent a second operation to remove the clavicular hook plate at 12 months after operation. Conclusions:The new classification system for distal clavicle fracture is established, which comprehensively considers the position of the fracture line, injury of the coracoclavicular and acromioclavicular ligaments, and fracture stability. The new classification system exhibits good inter- and intra- observer consistency, and the effectiveness of its preliminary clinical application is satisfactory.

Objective:To compare the efficacy of acetabular magic hook plates versus quadrilateral area combined plates in treating complicated acetabular fractures.Methods:A retrospective analysis was conducted on 44 cases of complicated acetabular fractures treated at the Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, from June 2017 to August 2022. Among these cases, 21 were treated with magic hook plate internal fixation (hook plate group) and 23 with quadrilateral area combined plate internal fixation (combined plate group). In the hook plate group, there were 15 males and 6 females, with an average age of 43.1±11.8 years. According to the Letournel-Judet classification, there were 13 double-column fractures, 5 anterior column with posterior semi-transverse fractures, and 3 T-type fractures. Additionally, 8 cases were classified as B2.2 type, 5 as C1 type, 4 as C2 type, and 4 as C3 type; 15 cases were APQ1 type and 6 were APQ2 type. In the combined plate group, there were 16 males and 7 females, with an average age of 41.7±12.8 years. This group included 15 double-column fractures, 6 anterior column with posterior semi-transverse fractures, and 2 T-type fractures. Additionally, there were 8 cases of B2.2 type, 6 cases of C1 type, 4 cases of C2 type, and 5 cases of C3 type; 15 cases were APQ1 type and 8 were APQ2 type. Comparative analyses included operative time, intraoperative blood loss, fracture healing time, Matta standard assessment, modified Merle d'Aubign-Postel scores, and postoperative complications.Results:All 44 patients were followed up for 10 to 24 months, with an average follow-up of 14 months. The acetabular fractures healed in all cases. The healing time was 3.6±0.9 months for the hook plate group and 3.7±0.9 months for the combined plate group, with no significant difference between the groups ( t=0.549, P=0.586). The hook plate group had an operative time of 138.3±30.7 minutes and intraoperative blood loss of 735.7±159.8 ml, compared to 163.9±48.7 minutes and 843.5±181.1 ml, respectively, in the combined plate group, both of which were statistically significant ( P<0.05). The reduction quality was excellent in 13 cases, good in 5 cases, and poor in 3 cases in the hook plate group, with an excellent and good rate of 86% (18/21). In the combined plate group, the reduction quality was excellent in 13 cases, good in 6 cases, and poor in 4 cases, with an excellent and good rate of 83% (19/23), showing no significant difference between the groups (χ 2=0.143, P=0.931). The modified Merle d'Aubign Postel scores of the hook plate group were 13.8±2.2 points, 15.3±2.5 points and 16.7±1.8 points at 3 months, 6 months and the last follow-up, respectively, and the combined plate group were 13.1±1.9 points, 14.6±2.1 points and 16.4±2.0 points, respectively ( P>0.05). However, both groups showed statistically significant improvements in hip function over time ( F=9.658, P<0.001; F=16.195, P<0.001). Wound fat liquefaction and lateral femoral cutaneous nerve injury occurred in one case each in both groups. In the combined plate group, there were 3 cases of incision fat liquefaction, 2 cases of lateral femoral cutaneous nerve injury, and 1 case of traumatic hip arthritis. No other complications such as incision infection, iliac vascular injury, or loss of internal fixation were observed in either group. Conclusion:Both magic hook plate fixation and quadrilateral area combined plate fixation are safe and effective for treating complex acetabular fractures. However, magic hook plate fixation offers advantages in reducing operative time and intraoperative blood loss, thereby simplifying and enhancing the safety of the procedure.

Objective:To delineate the clinical characteristics and outcomes associated with severe cardiac toxicity during the preconditioning phase of allogeneic hematopoietic stem cell transplantation (allo-HSCT) in patients with aplastic anemia (AA).Methods:This retrospective case series study included 31 patients with severe AA who underwent allo-HSCT and were diagnosed with severe cardiac toxicity at the Hematology Department of Peking University People′s Hospital from August 2012 to June 2022. The clinical manifestations of severe cardiac toxicity observed during the preconditioning process were assessed. Patient survival was assessed using the Kaplan-Meier method.Results:In this cohort of 31 patients, the median follow-up period was 9 days (range: 4-365 days). Severe cardiac toxicity manifested within 6 days after the initial cyclophosphamide (Cy) administration. Twenty patients died within 30 days of initiating Cy preconditioning, of which 16 patients died due to severe cardiac toxicity within 25 days. Patients whose cardiac function improved within 30 days post-preconditioning showed a median survival duration of 222 days ( n=11). Troponin I (TNI) levels in patients who died within 30 days of initiating Cy preconditioning began increasing on day 5 post-Cy, peaking sharply by day 9 after a notable rise on day 8. B-type natriuretic peptide (BNP) levels in patients who died within 30 days of initiating Cy preconditioning started to rise from day 1, stabilized between days 2 and 5, and then doubled daily from days 6 to 8, remaining elevated thereafter. Notably, the initial increases in BNP and TNI correlated with electrocardiogram (ECG) signs of low voltage and T-wave inversion in 83.87% of cases ( n=26). Most patients ( n=28, 90.32%) were administered corticosteroid therapy. In those with restored cardiac function, the ejection fraction returned to >50% within 30 days of initiating Cy preconditioning. Conclusions:Patients with severe cardiac toxicity during the preconditioning phase of allo-HSCT typically exhibit early, sustained, and marked elevations in myocardial damage markers, including BNP and TNI, accompanied by ECG abnormalities following Cy administration, with BNP often increasing first. These indicators are associated with rapid disease progression and high mortality. Prompt initiation of treatment upon clinical diagnosis is critical for improving survival outcomes.

Objective To investigate the relationship between circadian sleep-wake biorhythm and prognosis in patients with middle cerebral artery acute ischemic stroke.Methods A total of 71 patients with acute ischemic stroke of middle cerebral artery were selected as the case group,and 67 patients without acute ischemic stroke and cerebrovascular stenosis were selected as the control group.According to the modified Rankin score at discharge,patients with acute ischemic stroke were subdivided into the good prognosis group(53 cases)and the poor prognosis group(18 cases).General clinical data of patients were collected,and differences of circadian rhythm,daytime sleep-wake rhythm,nighttime sleep-wake rhythm and circadian sleep-wake rhythm indexes were analyzed and compared between the two groups.Multivariate Logistic stepwise regression analysis was used to analyze prognostic factors of acute ischemic stroke in middle cerebral artery.The receiver operating characteristic(ROC)curve was used to analyze the predictive value of relevant variables.Results Age,male ratio,hypertension,diabetes,hyperlipidemia,smoking and drinking history were significantly higher in the case group than those in the control group.Daytime stability(IS)in the case group was lower than that in the control group(P＜0.05).Daytime total sleep time,wake time after falling asleep,light sleep period,deep sleep period,non-rapid eye movement(NREM)sleep period,rapid eye movement(REM)sleep period and the proportion of deep sleep period,the proportion of REM sleep period were higher in the case group than those of the control group,while the REM sleep latency and the proportion of light sleep period were lower than those of the control group(P＜0.05).The total sleep time,wake time,light sleep period,NREM sleep period and REM sleep period were higher in the case group than those of control group,while the proportion of sleep latency and REM sleep period were lower than those of the control group(P＜0.05).The proportion of increased circadian sleep,increased daytime sleep and low sleep efficiency at night were higher in the case group than those of the control group(P＜0.05).Logistic stepwise regression analysis showed that daytime REM sleep was a prognistic factor in middle cerebral artery acute ischemic stroke.During daytime REM sleep,the area under ROC curve(AUC)was 0.705,the sensitivity was 0.811 and the specificity was 0.611.Conclusion After acute ischemic stroke of middle cerebral artery,the circadian sleep-wake rhythm is unbalanced,which is manifested as poor daytime stability,increased daytime sleep,increased circadian sleep and low sleep efficiency at night.Daytime REM sleep has predictive value for prognosis of acute ischemic stroke of middle cerebral artery.

Objective:To investigate the application value of shear wave elastography (SWE) in the evaluation of T re-staging after neoadjuvant chemoradiotherapy (nCRT) for locally advanced rectal cancer.Methods:Clinical, endorectal ultrasound (ERUS) and SWE data of 271 patients with locally advanced rectal cancer who underwent nCRT and total mesorectal excision in Fujian Medical University Union Hospital from October 2021 to March 2023 were prospectively collected. The independent predictors for low T staging were analyzed and screened, and the Logistic regression model was constructed. An independent test set was used to validate the prediction performance of the models and compare them with the diagnostic results of sonographers.Results:Binary multivariate Logistic regression analysis showed that Emean of the mesentery around the lesion, thickness, and enlarged lymph nodes around the rectum were the independent predictors for low T staging, and the odds ratios were 1.089, 1.214, 0.183, respectively. The Logistic regression model A established by Emean, thickness and enlarged lymph nodes around the lesion and the Logistic regression model B established by Emean around the lesion had high diagnostic efficiencies (area under the ROC curve were 0.931, 0.918, respectively, the accuracy were 0.888 and 0.887, respectively). There was no significant difference in diagnostic accuracy between the two models ( P=1.000), and both models were significantly higher than that of sonographers (all P<0.001). Conclusions:SWE can effectively predict whether the tumor is of low T staging after nCRT in locally advanced rectal cancer, and can be used as an important supplement to ERUS in evaluating the T re-staging of rectal cancer after nCRT.

As a new strategy for the application of sacubitril/valsartan (LCZ696) in patients with CKD, much evidence showed that it improved the prognosis of patients with CKD. This review summarizes the efficacy and safety of sacubitril/valsartan in physiology, pathology, pharmacology and clinical application by searching Wanfang, CNKI, PubMed and other databases for related articles on the application of sacubitril/valsartan in CKD patients. Although LBQ657, the active product of sacubitril, has a high drug accumulation in patients with moderate, severe renal injury, and ESRD, it is not cleared in hemodialysis, and has very little eliminated in peritoneal dialysis, which does not affect its safety. Compared with angiotensin converting enzyme inhibitor and angiotensin receptor blocker drugs, LCZ696 could increase the blood pressure control rate, improve cardiac function, slow down the decline of glomerular filtration rate, and significantly improve cardiovascular outcomes without more adverse events. Sacubitril/valsartan can be used in all levels of CKD patients complicated with hypertension and/or heart failure, with reliable safety and tolerance.

Objective:To investigate the efficacy and safety of the "frame and buttress" fixation in the treatment of acetabular quadrilateral fractures.Methods:A total of 26 patients with acetabular quadrilateral fractures treated with the "Frame and buttress" fixation strategy (reconstructing frame and providing buttress for quadrilateral surface) from January 2017 to January 2021 were retrospectively analyzed in the Department of Orthopaedics, Union Hospital of Tongji Medical College, Huazhong University of Science and Technology, including 17 males and 9 females, aged 47.7±16.5 years, (range, 25-71 years). There were 13 cases from car accidents, 8 cases from falls, and 5 cases from heavy objects. Quadrilateral fractures were classified according to whether the anterior column (A) and posterior column (P) of the acetabulum were fractured and whether the quadrilateral plate (Q) was partially (1) or completely (2) separated from the two columns. Among these cases, there were 5 cases of type AQ1, 1 case of type AQ2, 1 case of type PQ2, 14 cases of type APQ1 and 5 cases of type APQ2. The "frame and buttress" fixation strategy was used to perform open reduction and internal fixation. The Matta scale was used to assess the quality of resurfacing based on pelvic radiographs, and the Matta modified Merle d'Aubigne and Postel scores were referenced to evaluate hip function.Results:All the 26 patients successfully completed the operation, the operation time was 88.1±57.8 min (range, 90-320 min), the intraoperative bleeding was 753.8±309.5 ml (range, 400-1 400 ml). There were 14 cases of anatomical reduction, 8 cases of satisfactory reduction and 4 cases of unsatisfactory reduction with an excellent rate of 85% (22/26), the excellence rate was 85% (22/26). All patients were followed up for 16.3±4.3 months (range, 12-24 months). The hip function score after operation was higher than that before operation, and the difference was statistically significant ( F=19.80, P<0.001). The hip function score was 13.1±2.2 at 3 months postoperatively, increased to 15.9±2.3 at 6 months postoperatively, and increased to 16.6±1.9 at the last follow-up, with a statistically significant difference ( P<0.001). After operation, 5 patients showed symptoms of lateral femoral cutaneous nerve injury such as hypoesthesia and numbness in the anterolateral thigh. During the follow-up, there was no ectopic ossification, traumatic arthritis, necrosis of the femoral head and central dislocation of the femoral head. Conclusion:The "frame and buttress" fixation strategy based on quadrilateral fracture typing for acetabular quadrilateral fracture open reduction internal fixation provides strong fixation, satisfactory reduction quality, and facilitates joint function recovery after operation.

Objective:To compare the clinical efficacy of anatomical reconstruction of coracoclavicular ligament at the original insertion point and clavicular hook plate fixation in the treatment of acromioclavicular joint dislocation.Methods:Retrospective analysis was made on the data of 67 patients with acromioclavicular joint dislocation who received surgical treatment in the Department of Orthopaedics of the First Affiliated Hospital of Nanjing Medical University from June 2015 to January 2021. According to the surgical method, they were divided into reconstruction group (using the technique of anatomical reconstruction of coracoclavicular ligament at the original insertion point) and hook plate group (using the clavicular hook plate). There were 37 cases in the reconstruction group, including 26 males and 11 females, aged 47.2±9.6 years (range, 18-65 years), 13 cases on the left and 24 cases on the right. Among the 37 patients, 8 were sports injuries, 14 were falls, 11 were traffic accidents, and 4 were external force injuries. The average time from injury to surgery was 8.3±2.3 days. There were 30 cases in the hook plate group, including 24 males and 6 females, aged 47.4±9.7 years (range, 18-67 years), 12 cases on the left and 18 cases on the right. Among the 30 patients, 7 were sports injuries, 11 were falls, 9 were traffic accidents, and 3 were external force injuries. The average time from injury to surgery was 7.9±2.6 days. The surgical time, incision length, intraoperative bleeding, hospital stay, postoperative coracoclavicular separation ratio, and postoperative complications were compared between the two groups. Constant-Murley score and visual analog scale (VAS) were used to assess the shoulder joint function and pain degree of patients.Results:Both groups of patients were followed up, with a follow-up time of 12.3±0.4 months for the reconstruction group and 12.2±0.5 months for the hook plate group. The operation time (105.8±10.0 min), incision length [12.0 (11.0, 13.0) cm] and hospitalization time (6.8±2.1 d) in the reconstruction group were longer than those in the hook plate group [48.3±4.9 min, 10.0 (10.0, 11.0) cm, and 5.5±2.7 d], while the intraoperative blood loss (75.1±3.9 ml) was less than that in the hook plate group (90.3±6.3 ml), the differences were statistically significant ( P<0.05). The VAS [4.0 (3.0, 5.0), 3.0 (3.0, 3.0), 2.0 (1.0, 2.0) points] and Constant-Murley score (65.4±4.5, 84.9±2.5, 90.1±2.5 points) of the reconstruction group at 3 days, 3 months, and 12 months after surgery were better than those of the hook plate group [5.0 (4.0, 5.0), 4.0 (4.0, 4.0), 3.0 (3.0, 4.0) and 56.9±3.5, 79.6±4.0, 86.8±2.4 points], the difference was statistically significant ( P<0.05). At the last follow-up, there was a statistically significant difference in the separation ratio of coracoclavicular distance between the reconstruction group (0.12±0.08) and the hook plate group 0.22±0.15 ( t=3.25, P=0.002). There was no significant difference ( Z=-0.52, P=0.605) in the separation ratio of acromioclavicular distance [0.16 (0.05, 0.25) and 0.16 (0.04, 0.40)]. In the hook plate group, 6 cases had shoulder joint foreign body sensation and 2 cases had acromioclavicular joint redislocation (both Rockwood type III). Because the shoulder joint function did not affect their daily life, neither patient underwent secondary surgery. And no case of acromioclavicular joint redislocation occurred in the reconstruction group. Conclusion:Compared with the clavicular hook plate fixation, anatomic reconstruction of coracoclavicular ligament at the original insertion point in the treatment of acromioclavicular joint dislocation can reduce the pain of the shoulder joint earlier, which has the characteristics of small trauma, good effect, and reduces the steps of internal fixation removal, and has good clinical curative effect.

Objective:To explore the clinical efficacy of ceftazidime/avibactam(CZA)plus aztreonam(ATM)for New Delhi metallo-β-lactamase(NDM)carbapenem-resistant Klebsiella pneumoniae(CRKP)infection after kidney transplantation.Methods:Clinical data are retrospectively reviewed for 11 RT recipients infected with NDM metallo-β-lactamase CRKP admitted into First Affiliated Hospital of Xi 'an Jiaotong University and Affiliated Renji Hospital of Shanghai Jiao Tong University from November 2018 to December 2019.Based upon treatment protocol, they are divided into two groups of ceftazidime/avibactam plus aztreonam(CZA-ATM, 5 cases)and other effective antibiotics(OAA, 6 cases).Age, gender, infection type, drug resistance gene, changes in body temperature and leucocyte count, treatment course and prognosis are summarized.Results:A total of 11 patients with NDM-producing CRKP infection after RT are recruited.There are seven males and four females with an age range of(19~66)(38.9±14.4)years.There are mixed pulmonary and urinary tract infections(3 cases), urinary tract infection(2 cases), pulmonary infection(1 case)and perirenal infection(5 cases).All isolates harbore NDM carbapenemase gene, 5 isolates carry Klebsiella pneumoniae carbapenemase(KPC)gene and 1 isolate contained both imipenemase metallo-β-lactamase(IMP)and verona integron-encoded metallo-β-lactamase(VIM)gene concurrently.Ceftazidime-avibactam plus aztreonam(CZA-ATM)is prescribed in five patients while the remainders receive OAA.No adverse reactions occurred in individuals on CZA-ATM and 2 cases on OAA have adverse reactions with a poor appetite and diarrhea.After 30-day infection, the curative cases of CZA-ATM and OAAs groups reach 4 and 5 respectively.No death occurred in neither groups at Day 30.And 90-day mortality is 0 and 1 respectively.Conclusions:For RT patients infected with NDM-producing CRKP, CZA-ATM combination therapy may be another effective treatment.