1.Discussion on Construction of a Multi-Agent "Cross-scale" Collective Decision-making Model for Superior Disease Entities in Sichuan-style Traditional Chinese Medicine
Qiuping CHEN ; Hang ZHOU ; Dan ZHENG ; Baixue LI ; Chenhao LIU ; Ju CHEN ; Jibin LIU ; Quansheng FENG ; JIANGYUMING ; Cen JIANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(14):1-13
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.
2.Effect of enhanced rehabilitation on the prognosis of critically ill patients in the intensive care unit: a retrospective historical controlled study.
Shiheng MENG ; Chenhao WANG ; Xinyu NIU ; Rongli WANG ; Shuangling LI
Chinese Critical Care Medicine 2025;37(3):287-293
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
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Retrospective Studies
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Critical Illness/rehabilitation*
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Intensive Care Units
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Prognosis
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Length of Stay
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APACHE
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Historically Controlled Study
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Male
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Female
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Middle Aged
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Aged
3.Systematic Review of Hospital Digital Maturity Assessment Researches
Xinyi LIU ; Jianjun CHEN ; Chenhao YU ; Guohong LI ; Xianqun FAN
Chinese Hospital Management 2025;45(2):1-5
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.
4.Minimally invasive coronary artery bypass grafting for the treatment of multivessel coronary artery disease: a prognostic study
Chenhao ZHANG ; Guoqing LI ; Zhaofei YE ; Guangpeng ZHAO ; Ji LIN ; Ping LI
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(4):206-211
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.
5.Minimally invasive therapy for new-onset or residual aortic arch pathology after ascending aortic replacement
Yi XIE ; Peng YANG ; Hongwei ZHANG ; Chen LU ; Yu LIU ; Yu ZHANG ; Qianlei LANG ; Wenfan LI ; Zhenyuan XU ; Chenhao WANG ; Zhenghua XIAO ; Jia HU
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(6):366-371
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.
6.Safety, pharmacokinetics, and dosimetry of 177Lu-AB-3PRGD2 in patients with advanced integrin α v β 3-positive tumors: A first-in-human study.
Huimin SUI ; Feng GUO ; Hongfei LIU ; Rongxi WANG ; Linlin LI ; Jiarou WANG ; Chenhao JIA ; Jialin XIANG ; Yingkui LIANG ; Xiaohong CHEN ; Zhaohui ZHU ; Fan WANG
Acta Pharmaceutica Sinica B 2025;15(2):669-680
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.
7.Effect of preoperative chemotherapy combined with immunotherapy in a colorectal cancer patient with KRAS mutation
Yi JIANG ; Chenhao HUANG ; Zhiliang LI ; Junwei WU ; Ren ZHAO ; Tao ZHANG
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(9):1256-1260
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.
8.Systematic Review of Hospital Digital Maturity Assessment Researches
Xinyi LIU ; Jianjun CHEN ; Chenhao YU ; Guohong LI ; Xianqun FAN
Chinese Hospital Management 2025;45(2):1-5
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.
9.Effect of Dingchuan Granule (定喘颗粒) on Lung Tissue Oxidative Stress and Nrf2/Keap1/HO-1/NQO1 Pathway in Respiratory Syncytial Virus Pneumonia Model Rats
Lai ZHANG ; Xiuying ZHANG ; Chenhao WEI ; Shiyao ZHANG ; Zhaoyang LI ; Rui WANG ; Hangyu ZHAO
Journal of Traditional Chinese Medicine 2025;66(15):1588-1596
ObjectiveTo explore the potential mechanism of Dingchuan Granule (定喘颗粒, DG) in the treatment of respiratory syncytial virus (RSV) pneumonia. MethodsA total of 60 male Sprague Dawley (SD) rats were randomly divided into control group, model group, ribavirin group, DG low-dose group, DG middle-dose group, and DG high-dose group, with 10 rats in each group. Except for the control group, rats were administrated with RSV via intranasal drip. After model establishment, the DG low-, middle-, and high-dose groups were administrated via oral gavage with DG at 3.47, 6.93, and 13.86 g/(kg·d) respectively, while the ribavirin group was administrated via oral gavage with ribavirin at 15.75 mg/(kg·d). The drug was given once daily for one week. The rats in the control group and the model group were not given any drug, only subjected to the grasping action. Twenty-four hours after the last administration, the pathological changes of lung tissues were observed and scored using HE staining. The levels of serum inflammatory factors, including tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), and interleukin-6 (IL-6), were detected by colorimetry. The protein levels of nuclear factor (erythroid derived 2)-like 2 (Nrf2), Kelch-like ECH-associated protein 1 (Keap1), heme oxygenase 1 (HO-1), and NAD(P)H quinone dehydrogenase 1 (NQO1) in lung tissues were measured by Western Blot. The RSV load as well as the gene expression levels of Nrf2, Keap1, HO-1, and NQO1 in lung tissues were determined by qRT-PCR. The level of reactive oxygen species (ROS) in rat lung tissues was detected using chemiluminescence. The levels of glutathione (GSH) and malondialdehyde (MDA) in rat lung tissues were measured by a microassay. ResultsCompared with the control group, other groups had significant increases in pathological score of lung tissue, RSV load, levels of ROS, MDA, serum TNF-α, IL-1β, and IL-6; decrease in GSH level, increases in expression level of Keap1 protein and its mRNA in lung tissue, and significant decrease in levels of Nrf2, HO-1, expression level of NQO1 protein and its mRNA (P<0.05). Compared with the model group, all the above-mentioned indicators in the DG low-, middle-, and high-dose groups and the ribavirin group were improved to varying degree (P<0.05). The levels of serum TNF-α, IL-1β, and IL-6 in rats of DG dose groups showed a dose-dependent pattern, the DG high-dose group exhibiting the best effect (P<0.05). The DG high-dose group was superior to the DG low- and middle-dose groups in reducing the levels of ROS and MDA, and increasing the level of GSH in lung tissues (P<0.05). The DG high-dose group and the ribavirin group had better effect than the DG middle-dose group in reducing the RSV load (P<0.05). The DG high-dose group was superior to the ribavirin group in improving the protein levels of Nrf2, Keap1, HO-1, and NQO1 (P<0.05). ConclusionDG could inhibit oxidative stress by regulating the Nrf2/Keap1/HO-1/NQO1 signaling pathway to improve pulmonary inflammation and treat RSV pneumonia, with the DG high-dose group showing the best effect.
10.Effect of preoperative chemotherapy combined with immunotherapy in a colorectal cancer patient with KRAS mutation
Yi JIANG ; Chenhao HUANG ; Zhiliang LI ; Junwei WU ; Ren ZHAO ; Tao ZHANG
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(9):1256-1260
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.

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