At present， the systematic excavation of the clinical experience and academic thought of the Sichuan school of Chinese medicine vis-à-vis its dominant disease entities remains fragmentary， and replicable paradigms are scarce. Confronted with empirical fragmentation， data heterogeneity and decision-making subjectivity， the standardised distillation， inheritance and clinical translation of these distinctive experiences has become a critical bottleneck constraining the development of the Sichuan school. The integration of artificial-intelligence technologies in data processing， pattern recognition and intelligent decision-making has rendered deep mining of traditional Chinese medicine（TCM） clinical knowledge and patterns imperative. Constructing an intelligent modern TCM diagnostic-therapeutic-evaluative system is now the obligatory route for inheritance and innovation in Chinese medicine， and simultaneously provides a technological breakthrough for intelligent decision paradigms in the dominant diseases of the Sichuan school. Accordingly， this study adopts the regional academic school as its point of entry， focuses on the dominant diseases of the Sichuan school， and proposes an innovative pathway of "four-dimensional data-multi-modal fusion-multi-agent decision-making". Specifically， four data dimensions are defined and instantiated： （Ⅰ） knowledge from classical medical literature and historical case records. （Ⅱ） objective four-diagnosis phenotypic data. （Ⅲ） master physicians' prescribing regularities. （Ⅳ） characteristic mechanisms of renowned formulae. Leveraging multi-modal data fusion and generative artificial intelligence， the entire causal chain of Famous Physicians and Renowned Formulas is explicated to reconstruct the diagnostic-therapeutic cognitive logic of the regional school. Finally， a multi-agent collective-decision model is established and refined for the dominant diseases of the Sichuan school， capable of generating precise， individualised treatment regimens and thereby advancing an intelligent diagnostic-therapeutic paradigm that delivers more efficient and accurate clinical decision support.

OBJECTIVE: To observe the effects of enhanced rehabilitation on the prognosis of critically ill patients in the intensive care unit (ICU). METHODS: A single-center retrospective historical controlled study was conducted, patients admitted to the ICU of Peking University First Hospital from May 1, 2020, to April 30, 2021, and from October 1, 2021, to September 30, 2022 were enrolled. According to the different rehabilitation treatment strategies during different periods, patients were divided into the conventional rehabilitation group (patients receiving conventional rehabilitation treatment from May 1, 2020, to April 30, 2021) and the enhanced rehabilitation group (patients receiving the therapy of multidisciplinary team, ie medical care-rehabilitation-nursing care from October 1, 2021, to September 30, 2022). General data, acute physiology and chronic health evaluation II (APACHE II), and study endpoints were collected. Primary endpoints included rehabilitation-therapy rate, intervention time for rehabilitation, rehabilitation-related adverse events, and prognostic indicators such as (length of stay in hospital, length of stay in the ICU, and duration of mechanical ventilation). Secondary endpoints included incidence of deep vein thrombosis and hospital mortality. Kaplan-Meier curves were used to analyze cumulative discharge rates within 50 days. RESULTS: A total of 539 ICU patients were enrolled, with 245 in the conventional rehabilitation group and 294 in the enhanced rehabilitation group; 322 patients had an APACHE II score ≤ 15, while 217 patients had an APACHE II score > 15. Compared to the conventional rehabilitation group, the enhanced rehabilitation group demonstrated significantly higher rehabilitation-therapy rate [51.70% (152/294) vs. 11.43% (28/245)], earlier intervention time for rehabilitation [days: 2.00 (1.00, 3.00) vs. 4.00 (3.00, 7.00)]; shorter length of stay in hospital [days: 18.00 (12.00, 30.00) vs. 21.00 (13.00, 36.00)] and lower incidence of DVT [17.01% (50/294) vs. 24.08% (59/245)]. The differences were all statistically significant (all P < 0.05). There were no rehabilitation-related adverse events occurred in either group. Kaplan-Meier analysis demonstrated a significantly higher cumulative discharge rate within 50 days in the enhanced rehabilitation group compared to the conventional rehabilitation group [86.7% (255/294) vs. 82.9% (203/245); Log-Rank test: χ² = 4.262, P = 0.039]. Subgroup analysis showed that for patients with APACHE II score ≤ 15, the enhanced rehabilitation subgroup had higher rehabilitation-therapy rate [44.32% (78/176) vs. 6.16% (9/146), P < 0.05]. For patients with APACHE II score > 15, compared to the conventional rehabilitation group, the enhanced subgroup demonstrated higher rehabilitation-therapy rate [62.71% (74/118) vs. 19.19% (19/99), P < 0.05] and shorter length of stay in hospital [days: 20.50 (12.00, 31.25) vs. 26.00 (16.00, 43.00), P < 0.05]. CONCLUSIONS Enhanced rehabilitation therapy with medical care, rehabilitation and nursing care, improved rehabilitation-therapy rate, advanced time of rehabilitation treatment, reduced length of stay in hospital and incidence of deep vein thrombosis in critically ill patients, particularly benefited those with APACHE II score > 15. The enhanced rehabilitation was beneficial to the patient in the intensive care unit with safety and worth more investigation.
Humans ; Retrospective Studies ; Critical Illness/rehabilitation* ; Intensive Care Units ; Prognosis ; Length of Stay ; APACHE ; Historically Controlled Study ; Male ; Female ; Middle Aged ; Aged

Integrin α _v β ₃ is overexpressed in various tumor cells and angiogenesis. To date, no drug has been proven to target it for therapy. A first-in-human study was designed to investigate the safety, pharmacokinetics, and dosimetry of ¹⁷⁷Lu-AB-3PRGD2, a novel integrin α _v β ₃-targeting radionuclide drug with an albumin-binding motif to optimize the pharmacokinetics. Ten patients (3 men, 7 women; aged 45 ± 16 years) with integrin α _v β ₃-avid tumors were recruited to accept ¹⁷⁷Lu-AB-3PRGD2 injection in a dosage of 1.57 ± 0.08 GBq (42.32 ± 2.11 mCi), followed by serial scans to obtain its dynamic distribution in the body. Safety tests were performed before and every 2 weeks after the treatment for 6-8 weeks. No adverse event over grade 3 was observed. ¹⁷⁷Lu-AB-3PRGD2 was excreted mainly through the urinary system, with intense radioactivity in the kidneys and bladder. Moderate distribution was found in the liver, spleen, and intestines. The estimated blood half-life was 2.85 ± 2.17 h. The whole-body effective dose was 0.251 ± 0.047 mSv/MBq. The absorbed doses were 0.157 ± 0.032 mGy/MBq in red bone marrow and 0.684 ± 0.132 mGy/MBq in kidneys. This first-in-human study of ¹⁷⁷Lu-AB-3PRGD2 treatment indicates its promising potential for targeted radionuclide therapy of integrin α _v β ₃-avid tumors. It merits further studies in more patients with escalating doses and multiple treatment courses.

Objective To address the personalized differences in motion gait between stroke patients and healthy older adults,as well as the issue of abnormal gait recognition,a deep learning fusion-based approach is proposed to effectively improve the accuracy of abnormal gait recognition.Methods A model fusing convolutional neural networks(CNN)and bidirectional long short-term memory networks(BiLSTM)was adopted,with the introduction of a residual network(ResNet).Unilateral ankle joint movement data at different walking speeds within a comfortable range were collected from healthy older adults and stroke patients.Signals from inertial sensors and electromyography sensors were used as inputs,while gait features were analyzed and gait differences between the two groups were compared.The effectiveness of the model was validated by comparing the classification performance of traditional deep learning models and CNN-ResNet-BiLSTM models with different layer combinations in terms of abnormal gait recognition accuracy.Results The CNN-ResNet-BiLSTM model,which introduced residual connectivity,performed excellently in abnormal gait recognition.Compared with traditional deep learning models such as the gated recurrent unit(GRU)and long short-term memory network(LSTM),its prediction accuracy was improved by 13.6％and 8.36％,respectively.Additionally,compared with other model combinations,this model achieved an overall accuracy of 97.78％.Conclusions The algorithm proposed in this study can be applied to stroke-related abnormal gait detection,providing technique support for the early diagnosis and precise monitoring of such diseases.

Objective:To explore the short-term clinical effects of deep cervical lymph node-venous anastomosis in the treatment of Alzheimer’s disease (AD).Methods:A prospective exploratory study was conducted on the treatment of AD patients using the cervical deep lymph node-venous anastomosis technique in Scar and Wound Treatment Department, Plastic Surgery Hospital, Chinese Academy of Medical Sciences, from September to October 2024. The patients underwent high-frequency ultrasound to locate deep cervical lymph nodes and the external jugular vein. Under general anesthesia, bilateral deep cervical lymph node-venous anastomoses were performed. Indocyanine green (ICG) lymphography was conducted via subcutaneous injection behind the ear to visualize lymph nodes in levels Ⅱ and Ⅲ. After making a skin incision along the posterior margin of the sternocleidomastoid muscle, the external jugular vein, internal jugular veins, and associated lymph nodes were exposed. Adjacent veins were selected for anastomosis of lymph node. Using microsurgical techniques, end-to-side or end-to-end anastomosis was completed for lymph nodes in levels Ⅱ and Ⅲ. Preoperative assessments included the mini-mental state examination (MMSE, a higher score indicates better cognitive function), Alzheimer’s disease assessment scale-cognitive subscale (ADAS-Cog, a higher score indicates greater impairment of cognitive function), Alzheimer’s disease cooperative study scale for activities of daily living (ADCS-ADL, a higher score indicates better ability to perform daily activity), and neuropsychiatric inventory (NPI, a higher score indicates more severe behavioral and emotional symptom). Postoperative follow-up included the same scales to observe changes in cognitive function, activities of daily living, and emotional communication.Results:Four patients (1 male, 3 females, aged 58-79 years) with AD were included. All were diagnosed based on cerebrospinal fluid biomarkers. All patients successfully underwent bilateral deep cervical lymph node-venous anastomoses. On average, 4.3 (2-7 per person) anastomoses were performed per patient. Surgical procedures lasted an average of 6.5 h (5.5-8.5 h) with minimal blood loss (less than 50 ml). Patients resumed normal activity within 6 hours postoperatively and were discharged after an average of 4.1 d (3.5-5.0 d). Postoperative complications included one case each of aspiration pneumonia, lower limb venous thrombosis, and transient delirium, all of whom resolved without long-term effects. Clinical symptoms, including memory decline, mood swings, and anxiety, showed varying degrees of improvement. Patients reported enhanced quality of life, emotional stability, and social engagement, confirming the procedure’s safety and potential cognitive benefits. At one month postoperatively, the MMSE scores of the four patients increased by an average of 0.8 points compared to preoperative levels. Additionally, the two patients who completed the ADAS-Cog assessments showed a decrease in their scores (reduced by 1.0 points and 11.3 points, respectively, compared to preoperative scores), indicating a certain degree of improvement in cognitive function during this period. The ADCS-ADL and NPI scores of four patients varied significantly, without showing any clear pattern.Conclusion:Lymphovenous anastomosis of the deep cervical lymph node-venous anastomosis may provide a new surgical intervention approach for AD, but further large-scale studies and long-term follow-up are needed to validate its safety and effectiveness.

Colorectal cancer(CRC),a highly prevalent malignant tumor worldwide,has shown a continuously increasing incidence,particularly with the rise of early-onset CRC in young populations.Neoadjuvant therapy,as an important strategy for locally advanced CRC,shows significant potential to downstage tumors,improve radical surgical cure rates,and enhance prognosis.In this paper,a 39-year-old male patient with sigmoid colon adenocarcinoma at clinical stage cT4aN2aM0(stage ⅢC)is reported.Genetic testing revealed a mutation in the oncogene KRAS(G13D)and microsatellite stability(MSS).The patient also had significantly elevated carcinoembryonic antigen(CEA),lymph node metastasis,and suspected pelvic implant nodules,with a high risk of invasiveness and potential peritoneal metastasis.Because he had a refractory subtype of CRC with poor response to traditional immunotherapy,the patient was treated with neoadjuvant therapy,comprising CapeOx regimen(capecitabine+oxaliplatin),followed sequentially by sluzumab;after 6 treatment cycles,the tumor shrank significantly,and laparoscopic radical sigmoid colon resection was successfully performed,with no residual(ypT0N0)confirmed by postoperative pathology.This case suggests that for patients with KRAS-mutated MSS CRC resistant to traditional immunotherapy,a combination of CapeOx chemotherapy followed by programmed death-1(PD-1)inhibitors may induce a deep pathological response and provide translational treatment opportunities for locally advanced patients.However,the universality and long-term benefits of this treatment regimen still require further longitudinal studies and clinical follow-up.

Objective:To investigate the staging criteria of renal tuberculosis，and to analyze the diagnostic and therapeutic characteristics as well as prognostic outcomes at different stages.Methods:A retrospective analysis was conducted on the clinical data of 134 patients with renal tuberculosis who were admitted to the Second Hospital of Lanzhou University between January 2019 and December 2023.The study cohort included 62 males and 72 females，with a mean age of（46.63 ± 13.52）years and a mean body mass index（BMI）of（22.85 ± 3.73）kg/m 2. A total of 107 patients resided in rural areas. Sixty patients had a history of pulmonary tuberculosis. Tuberculous lesions were located in the left kidney in 72 cases and in the right kidney in 62 cases. The main presenting complaints included irritative lower urinary tract symptoms in 85 patients and systemic symptoms in 92 patients. Ureteral involvement was observed in 97 patients，bladder involvement in 32 patients，and genital involvement in 9 patients. Based on computed tomography（CT）findings，the number，extent，and degree of renal destruction caused by tuberculous lesions were comprehensively evaluated in axial，coronal，and sagittal planes. The primary staging criteria included lesion diameter（2 cm）and the proportion of renal volume involved by the lesion（one-third，one-half，and two-thirds）. Renal tuberculosis was classified into three stages and six subtypes：Stage Ⅰa，a solitary lesion with a diameter ≤ 2 cm；Stage Ⅰb，a solitary lesion >2 cm or multiple lesions confined within one-third of the renal volume；Stage Ⅱa，lesions involving more than one-third but confined within one-half of the renal volume；Stage Ⅱb，lesions involving more than one-half but confined within two-thirds of the renal volume；Stage Ⅲa，lesions involving more than two-thirds of the renal volume with a glomerular filtration rate（GFR）of the affected kidney <10 ml/min；and Stage Ⅲb，complete renal calcification，presenting as an “autonephrectomy”. Among the 134 patients included in this study，7 were classified as Stage Ⅰa，17 as Stage Ⅰb，20 as Stage Ⅱa，19 as Stage Ⅱb，62 as Stage Ⅲa，and 9 as Stage Ⅲb. The severity of hydronephrosis was graded as follows：mild，renal pelvic separation <2 cm；moderate，2-3 cm；and severe，>3 cm. Prior to treatment，the mean renal pelvic separation was（1.76 ± 0.92）cm in Stage Ⅰa，（1.69 ± 0.81）cm in Stage Ⅰb，and（1.10 ± 0.82）cm in Stage Ⅱa，corresponding to mild to moderate hydronephrosis. All 7 patients in Stage Ⅰa underwent ureteroscopic examination and double-J stent placement，combined with a 6-month short-course anti-tuberculosis regimen consisting of isoniazid，rifampicin，pyrazinamide，and ethambutol for 2 months（intensive phase），followed by isoniazid and rifampicin for 4 months（continuation phase）. Among the 17 patients in Stage Ⅰb，13 presented with hydronephrosis and underwent ureteroscopic examination and double-J stent placement in combination with 6 months of anti-tuberculosis therapy，while 4 patients with isolated renal tuberculosis received anti-tuberculosis therapy alone for 6 months.Of the 20 patients in Stage Ⅱa，4 with hydronephrosis underwent ureteroscopic examination and double-J stent placement plus 6 months of anti-tuberculosis therapy，whereas 16 underwent nephroureterectomy. All 19 patients in Stage Ⅱb underwent nephroureterectomy. Among the 62 patients in Stage Ⅲa，60 underwent nephroureterectomy，while 2 refused surgery and were treated with the 6-month short-course anti-tuberculosis regimen. Of the 9 patients in Stage Ⅲb，8 underwent nephroureterectomy；in 1 patient，surgery was not performed due to severe adhesions in the operative field，and the patient received the 6-month short-course anti-tuberculosis regimen instead. Follow-up assessments included clinical symptoms，erythrocyte sedimentation rate（ESR），serum creatinine，degree of renal pelvic separation，and imaging findings from urinary tract CT. Efficacy was evaluated according to the following criteria：Cure was defined as clinical stability with all of the following conditions：① improvement of systemic symptoms，including absence of flank pain，fever，and lower urinary tract irritative symptoms，with normalization of erythrocyte sedimentation rate（ESR）；② negative urine culture for Mycobacterium tuberculosis；and ③ complete calcification of renal lesions and/or no evidence of tuberculous lesions at other sites. Stable disease was defined as no change in the size or extent of renal tuberculosis lesions. Progressive disease was defined as enlargement or increase in the number of tuberculous lesions or involvement of additional sites. Results:Among the 7 patients in Stage Ⅰa，follow-up imaging after treatment showed a mean renal pelvic separation of（0.44 ± 0.56）cm，which was significantly reduced compared with baseline（ t = 3.909， P = 0.008）. Five patients achieved cure，1 remained stable，and 1 showed disease progression and subsequently underwent nephroureterectomy，resulting in postoperative cure. In Stage Ⅰb，among 13 patients with hydronephrosis，post-treatment imaging showed a mean renal pelvic separation of（0.8 ± 0.75）cm，a statistically significant improvement from baseline（ t = 5.633， P < 0.01）. Six patients were cured，4 remained stable，and 3 experienced disease progression and underwent nephroureterectomy. Of the 4 patients with isolated renal tuberculosis，2 were controlled，and 2 progressed and underwent nephroureterectomy. In Stage Ⅱa，among 4 patients with tuberculous hydronephrosis，post-treatment renal pelvic separation was（1.20±0.98）cm，with no significant difference from baseline（ t = -1.675， P = 0.193）；these patients underwent nephroureterectomy 1-2 years later. The remaining 16 patients without hydronephrosis underwent nephroureterectomy and were cured. All 19 patients in Stage Ⅱb underwent nephroureterectomy；17 were cured，and 2 developed ipsilateral perirenal fluid collections 3 months postoperatively，which resolved spontaneously with the standard 6-month anti-tuberculosis regimen. Among 62 patients in Stage Ⅲa，60 underwent nephroureterectomy. Of these，54 were cured；1 developed a urinary tract infection within 2 weeks postoperatively；3 showed contralateral renal disease progression at 3 months；and 1 developed ipsilateral perirenal fluid at 3 months，which resolved spontaneously with standard anti-tuberculosis therapy. One patient developed solitary kidney failure 7 months postoperatively and underwent ureteral stent placement，with disease remaining stable thereafter. Two patients refused surgery and received only anti-tuberculosis therapy；during follow-up，1 patient experienced disease progression and died of disseminated tuberculosis after 1 year，while the other developed contralateral renal involvement at 3 months and received standard 6-month therapy，with disease remaining stable. Among 9 patients in Stage Ⅲb，8 underwent nephroureterectomy and were cured. One patient，with severe adhesions precluding surgery，received anti-tuberculosis therapy alone，and disease remained stable over a 2-year follow-up. Conclusions:The CT-based staging system for renal tuberculosis proposed in this study（three stages and six subtypes）effectively reflects the severity of renal lesions and clearly delineates the clinical characteristics and prognostic outcomes at each stage. Stage Ⅰ patients treated with anti-tuberculosis drugs combined with double-J stent placement demonstrated favorable outcomes and high renal preservation rates. In contrast，Stages Ⅱ and Ⅲ patients showed poor responses to anti-tuberculosis therapy combined with drainage，with a higher risk of disease progression and relatively worse prognosis，highlighting the recommendation for early nephroureterectomy of the affected kidney.

Objective:To explore the feasibility and mid-term efficacy of minimally invasive cardiac surgery coronary artery bypass grafting(MICS CABG) in the treatment of multi-vessel coronary artery disease.Methods:A retrospective analysis was conducted on 440 patients with multi-vessel coronary artery disease at the Minimally Invasive Cardiac Surgery Center of Beijing Anzhen Hospital, Capital Medical University, from January 2018 to December 2022. Among these patients, 145 who underwent MICS CABG were designated as the experimental group(MICS group). And 295 patients who underwent conventional sternotomy off-pump coronary artery bypass grafting(OPCABG) were collected during the same period. Propensity score matching was employed at a 1∶1 ratio to match patients in the OPCABG group, serving as the control group.The clinical data during hospitalization and the results of midterm follow-up were analyzed and compared using rank- sum test, Fisher' s exact test, Kaplan- Meier survival curve, and other methods. Results:After propensity matching, the baseline features were well balanced between the two groups( P>0.05), with 111 patients in each group. Patients who received MICS CABG had significantly reduce blood loss[MICS: 600 ml(500 ml, 900 ml) vs. OPCABG: 800 ml(600 ml, 1 000 ml), P<0.001], transfusion rate(MICS: 1.8% vs. OPCABG: 17.1%, P<0.001), and IABP implantation rate(MICS: 3.1% vs. OPCABG: 17.1%, P=0.001). In addition, patients who received MICS CABG had significantly better postoperative LVEF(MICS: 0.59±0.06 vs. OPCABG: 0.56±0.09, P<0.001) than the control group. The average follow-up time was 2.42 years, and there was no significant difference in the incidence of MACCEs in the mid-term( P=0.748). Conclusion:MICS CABG demonstrates rapid recovery and fewer postoperative complications. For patients with multiple coronary artery lesions, MICS CABG has a similar efficacy in the mid-term as conventional coronary artery bypass surgery.

Objective:To evaluate the outcomes of minimally invasive therapy for aortic arch pathology after ascending aortic replacement.Methods:A retrospective analysis was conducted at the Department of Cardiovascular Surgery, West China Hospital of Sichuan University from 2016 to 2024. After multidisciplinary discussion, these included patients were evaluated to be at high risk for traditional open surgery. Various minimally invasive repair techniques were employed, including Ⅳb hybrid technique, physician-modified endograft and novel unibody endograft. The study outcomes were technical success, in-hospital and follow-up mortality, stroke, endoleak, and the patency of the supra-aortic vessels.Results:A total of 40 patients(32 males and 8 females) with a median age of 60 years old were included in this study. The technique success rate was 100%, with no deaths or strokes reported. The patency of the supra-aortic vessels was 100%. 10 patients underwent Type Ⅳb hybrid surgery without any endoleaks occurring. Among the 22 patients who received physician-modified endograft, endoleaks were observed in 2 cases. One of these type Ⅰc endoleaks persisted and underwent reintervention. One patient underwent femoral artery replacement due to vascular injury. For the 8 patients who received novel unibody endograft, one case required reintervention due to persistent type Ⅰc endoleaks.Conclusion:With the development of different endovascular techniques and novel branched endograft, patients with aortic arch pathology who are at high risk for redo open surgery can achieve favorable outcomes with various minimal invasive techniques. However, long-term and large-sample follow-up studies are needed for further evaluation.

Objective It aims to systematically review the concept of hospital digital maturity and its application in the digital transformation of hospitals,analyzes existing digital maturity assessment models internationally,and examine relevant research progress to provide reference and support for the digital transformation of Chinese hospitals.Methods By using the systematic review method,a systematic review was conducted by searching rele-vant literature in both Chinese and English databases,including CNKI,Wanfang Database,PubMed,Medline,and Web of Science.Keywords used for the search included digital maturity,digital capability,health,and hospital.Results Widely used international digital maturity assessment models encompass various dimensions,such as organizational management,digital technology capabilities,healthcare professional digital capabilities,data analytics,and interoperability.Some countries have applied these models in the digital transformation practices of hospitals,while attention to this field remains relatively limited in China.Conclusion Digital maturity assessment is a crucial tool for promoting the digital transformation of hospitals;however,existing evaluation frameworks are not directly appli-cable to China's public hospital system.Future research should focus on developing quantifiable assessment tools tai-lored to the characteristics of Chinese public hospitals,thereby promoting hospital digital transformation and high-quality development.