1.Current applications of large language models in clinical practice and needs assessment for cardiovascular physicians
Wenyu WANG ; Zhixian WANG ; Yize ZHAO ; Lixin TIAN ; Liu HE ; Changsheng MA
Chinese Journal of Cardiology 2025;53(6):644-652
Objective:To investigate the current awareness of large language models (LLM) among Chinese clinical physicians and analyze the application needs of cardiovascular specialists.Methods:This is a cross-sectional study utilized convenience sampling. In December 2023, a self-designed questionnaire was distributed to 7 980 clinical physicians, including 930 cardiologists. The survey collected demographic information, including work city (categorized as first-tier, new first-tier, second-tier, third-tier, and fourth-tier and below), hospital level, professional title, and department. And the awareness of LLM, and their application demands in clinical decision-making support, information filtering, and scientific research work were also collected. Differences in awareness and application requirements across geographic regions, hospital tiers, professional ranks, and medical departments were analyzed. Besides, specific demands of cardiovascular specialists were further examined.Results:Among the 7 980 clinical physicians, the awareness rate of LLM was 76.3% (6 088/7 980), and the utilization rate was 11.8% (942/7 980). For the 930 cardiologists, the awareness rate was 78.5% (730/930) and the utilization rate was 11.4% (106/930). Significant differences in awareness and utilization rates were observed across city tiers, hospital grades, and departments (all P<0.05). No significant difference was found among professional titles ( P=0.053). Among the 6 088 physicians aware of LLM, demand rates for clinical information filtering, clinical decision support, and research assistance were 87.3% (5 312/6 088), 78.4% (4 774/6 088), and 75.8% (4 616/6 088), respectively. For the 730 cardiologists aware of LLM, these rates were 91.0% (664/730), 79.2% (578/730), and 75.9% (554/730), respectively. Significant differences in demands for clinical information filtering and research assistance were observed across city tiers, hospital grades, professional titles, and departments (all P<0.05), while no significant difference was noted for decision support demands across hospital grades ( P=0.085). In clinical information screening and acquisition, cardiologists from different city tiers exhibited statistically significant differences in the demand for literature interpretation. Similarly, variations in the demand for conference summaries, expert biographies, healthcare policies, and social news were noted among cardiologists with different professional titles, while disparities in patient education and science popularization needs were identified across city tiers and hospital grades (all P<0.05). In clinical decision-making support, cardiologists from diverse city tiers and professional titles demonstrated distinct differences in guideline and consensus inquiries, and those from various city tiers showed varied demands for pharmaceutical and medical device-related content (all P<0.05). For research support, cardiologists across city tiers and professional titles exhibited statistically significant differences in trial protocol design requirements, while those from varying city tiers differed in literature search/analysis and research application procedures. Additionally, physicians from different hospital grades displayed divergent needs for data collection (all P<0.05). Conclusions:The adoption of LLM is significantly influenced by regional disparities, institutional resources, and professional backgrounds. Implementing targeted interventions, such as enhancing technical training, optimizing LLM functionalities, and improving accessibility across diverse healthcare settings, could encourage widespread integration of LLM into clinical practice. Such measures could ultimately enhance the quality and efficiency of medical services in China and foster innovations in healthcare delivery.
2.Current status and factors influencing clinicians from different hospital levels and departments in remote patient management
Yize ZHAO ; Zhixian WANG ; Wenyu WANG ; Liu HE ; Changsheng MA
Chinese Journal of Internal Medicine 2025;64(11):1102-1110
Objective:To analyze the current status and factors influencing clinician participation in remote patient management in China.Methods:In December 2023, a structured electronic questionnaire was administered to 7 980 clinicians, including 930 cardiologists. The survey assessed clinicians′ participation in online doctor-patient interactions; differences in hospital support across city tiers, hospital grades, professional titles, and departments; and factors influencing the willingness of clinicians to invest time in remote patient management.Results:Among the 7 980 surveyed clinicians, online consultations had the highest participation rate (72.2%). Among cardiologists, participation rates for online consultations, health education, and post-consultation management were 73.3%, 66.9%, and 38.5%, respectively, which were relatively higher than those of other specialties. Hospital-based support for physicians in remote patient management showed significant variations across specialties and regions. Among cardiologists, 68.4% received "encouraging" policies, with the majority falling under "encouragement without incentive policies" (42.6%). In tier 3 cities, the proportion of physicians receiving "encouragement without incentive policies" was the highest (47.9%), while the proportion in the "cautious, requiring reporting" category was the lowest (3.9%). During remote patient management, the proportions of clinicians receiving support from professional teams were highest among those in tier 3 cities (29.6%) and cardiologists (30.5%). A significant interaction effect was observed between hospital policy and specialty (cardiologists vs. all clinicians) regarding physicians′ willingness to invest time in remote patient management ( F=5.95, P<0.001). Among cardiologists, those working in institutions with "encouraging, with incentives" policies reported a significantly longer median weekly investment time (10.0 h) compared to those under "neutral, unrestricted" policies (7.0 h, P<0.001). Cardiologists with team support reported a significant increase in the time they were willing to invest (10 h/week) than those without team support (7.0 h/week, P<0.001), although no significant interaction effect was found when compared with all clinicians ( P=0.186). Cardiologists with a high online income (>5 000 Yuan/month) reported a significantly longer weekly investment time in remote management (25.0 h) compared to those with lower income (<200 yuan/month; 8.0 h, P<0.001). However, whether the income met their personal expectations had no significant effect on their time commitment ( P=0.638). Conclusions:Clinicians from tertiary hospitals and tier 3 cities demonstrated a higher level of engagement in remote patient management. Strengthening hospital policy support, enhancing team-based collaborations, and increasing online income levels may help promote the broader adoption of telemedicine.
3.Current status and factors influencing clinicians from different hospital levels and departments in remote patient management
Yize ZHAO ; Zhixian WANG ; Wenyu WANG ; Liu HE ; Changsheng MA
Chinese Journal of Internal Medicine 2025;64(11):1102-1110
Objective:To analyze the current status and factors influencing clinician participation in remote patient management in China.Methods:In December 2023, a structured electronic questionnaire was administered to 7 980 clinicians, including 930 cardiologists. The survey assessed clinicians′ participation in online doctor-patient interactions; differences in hospital support across city tiers, hospital grades, professional titles, and departments; and factors influencing the willingness of clinicians to invest time in remote patient management.Results:Among the 7 980 surveyed clinicians, online consultations had the highest participation rate (72.2%). Among cardiologists, participation rates for online consultations, health education, and post-consultation management were 73.3%, 66.9%, and 38.5%, respectively, which were relatively higher than those of other specialties. Hospital-based support for physicians in remote patient management showed significant variations across specialties and regions. Among cardiologists, 68.4% received "encouraging" policies, with the majority falling under "encouragement without incentive policies" (42.6%). In tier 3 cities, the proportion of physicians receiving "encouragement without incentive policies" was the highest (47.9%), while the proportion in the "cautious, requiring reporting" category was the lowest (3.9%). During remote patient management, the proportions of clinicians receiving support from professional teams were highest among those in tier 3 cities (29.6%) and cardiologists (30.5%). A significant interaction effect was observed between hospital policy and specialty (cardiologists vs. all clinicians) regarding physicians′ willingness to invest time in remote patient management ( F=5.95, P<0.001). Among cardiologists, those working in institutions with "encouraging, with incentives" policies reported a significantly longer median weekly investment time (10.0 h) compared to those under "neutral, unrestricted" policies (7.0 h, P<0.001). Cardiologists with team support reported a significant increase in the time they were willing to invest (10 h/week) than those without team support (7.0 h/week, P<0.001), although no significant interaction effect was found when compared with all clinicians ( P=0.186). Cardiologists with a high online income (>5 000 Yuan/month) reported a significantly longer weekly investment time in remote management (25.0 h) compared to those with lower income (<200 yuan/month; 8.0 h, P<0.001). However, whether the income met their personal expectations had no significant effect on their time commitment ( P=0.638). Conclusions:Clinicians from tertiary hospitals and tier 3 cities demonstrated a higher level of engagement in remote patient management. Strengthening hospital policy support, enhancing team-based collaborations, and increasing online income levels may help promote the broader adoption of telemedicine.
4.Current applications of large language models in clinical practice and needs assessment for cardiovascular physicians
Wenyu WANG ; Zhixian WANG ; Yize ZHAO ; Lixin TIAN ; Liu HE ; Changsheng MA
Chinese Journal of Cardiology 2025;53(6):644-652
Objective:To investigate the current awareness of large language models (LLM) among Chinese clinical physicians and analyze the application needs of cardiovascular specialists.Methods:This is a cross-sectional study utilized convenience sampling. In December 2023, a self-designed questionnaire was distributed to 7 980 clinical physicians, including 930 cardiologists. The survey collected demographic information, including work city (categorized as first-tier, new first-tier, second-tier, third-tier, and fourth-tier and below), hospital level, professional title, and department. And the awareness of LLM, and their application demands in clinical decision-making support, information filtering, and scientific research work were also collected. Differences in awareness and application requirements across geographic regions, hospital tiers, professional ranks, and medical departments were analyzed. Besides, specific demands of cardiovascular specialists were further examined.Results:Among the 7 980 clinical physicians, the awareness rate of LLM was 76.3% (6 088/7 980), and the utilization rate was 11.8% (942/7 980). For the 930 cardiologists, the awareness rate was 78.5% (730/930) and the utilization rate was 11.4% (106/930). Significant differences in awareness and utilization rates were observed across city tiers, hospital grades, and departments (all P<0.05). No significant difference was found among professional titles ( P=0.053). Among the 6 088 physicians aware of LLM, demand rates for clinical information filtering, clinical decision support, and research assistance were 87.3% (5 312/6 088), 78.4% (4 774/6 088), and 75.8% (4 616/6 088), respectively. For the 730 cardiologists aware of LLM, these rates were 91.0% (664/730), 79.2% (578/730), and 75.9% (554/730), respectively. Significant differences in demands for clinical information filtering and research assistance were observed across city tiers, hospital grades, professional titles, and departments (all P<0.05), while no significant difference was noted for decision support demands across hospital grades ( P=0.085). In clinical information screening and acquisition, cardiologists from different city tiers exhibited statistically significant differences in the demand for literature interpretation. Similarly, variations in the demand for conference summaries, expert biographies, healthcare policies, and social news were noted among cardiologists with different professional titles, while disparities in patient education and science popularization needs were identified across city tiers and hospital grades (all P<0.05). In clinical decision-making support, cardiologists from diverse city tiers and professional titles demonstrated distinct differences in guideline and consensus inquiries, and those from various city tiers showed varied demands for pharmaceutical and medical device-related content (all P<0.05). For research support, cardiologists across city tiers and professional titles exhibited statistically significant differences in trial protocol design requirements, while those from varying city tiers differed in literature search/analysis and research application procedures. Additionally, physicians from different hospital grades displayed divergent needs for data collection (all P<0.05). Conclusions:The adoption of LLM is significantly influenced by regional disparities, institutional resources, and professional backgrounds. Implementing targeted interventions, such as enhancing technical training, optimizing LLM functionalities, and improving accessibility across diverse healthcare settings, could encourage widespread integration of LLM into clinical practice. Such measures could ultimately enhance the quality and efficiency of medical services in China and foster innovations in healthcare delivery.
5.Advances in the study of the human microbiome in renal cell carcinoma
Kangli MA ; Yaorong LI ; Weiguang ZHAO ; Zhixian YAO ; Zhong ZHENG ; Junyao XU ; Junhua ZHENG ; Ke WU
Chinese Journal of Urology 2024;45(9):718-721
Renal cell carcinoma is one of the significant diseases endangering human health. Recent findings have shown that the human microbiome plays an important role in the occurrence and development of renal cell carcinoma, influencing its regression and treatment outcome. At present, microecological research on renal cell carcinoma are still in their initial stages, and their regulatory roles and specific mechanisms still need to be further explored. This article reviews the relationship between the human microbiome and renal cell carcinoma occurrence and development, as well as its role in diagnosis and therapies.
6.Autophagy and cancer treatment: four functional forms of autophagy and their therapeutic applications.
Zhaoshi BAI ; Yaling PENG ; Xinyue YE ; Zhixian LIU ; Yupeng LI ; Lingman MA
Journal of Zhejiang University. Science. B 2022;23(2):89-101
Cancer is the leading cause of death worldwide. Drugs play a pivotal role in cancer treatment, but the complex biological processes of cancer cells seriously limit the efficacy of various anticancer drugs. Autophagy, a self-degradative system that maintains cellular homeostasis, universally operates under normal and stress conditions in cancer cells. The roles of autophagy in cancer treatment are still controversial because both stimulation and inhibition of autophagy have been reported to enhance the effects of anticancer drugs. Thus, the important question arises as to whether we should try to strengthen or suppress autophagy during cancer therapy. Currently, autophagy can be divided into four main forms according to its different functions during cancer treatment: cytoprotective (cell survival), cytotoxic (cell death), cytostatic (growth arrest), and nonprotective (no contribution to cell death or survival). In addition, various cell death modes, such as apoptosis, necrosis, ferroptosis, senescence, and mitotic catastrophe, all contribute to the anticancer effects of drugs. The interaction between autophagy and these cell death modes is complex and can lead to anticancer drugs having different or even completely opposite effects on treatment. Therefore, it is important to understand the underlying contexts in which autophagy inhibition or activation will be beneficial or detrimental. That is, appropriate therapeutic strategies should be adopted in light of the different functions of autophagy. This review provides an overview of recent insights into the evolving relationship between autophagy and cancer treatment.
Antineoplastic Agents/therapeutic use*
;
Apoptosis
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Autophagy/physiology*
;
Humans
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Necrosis/drug therapy*
;
Neoplasms/therapy*
7.Guidelines for the use of post-traumatic tetanus vaccines and passive immune preparation
Chuanlin WANG ; Si LIU ; Zhujun SHAO ; Zundong YIN ; Qingjun CHEN ; Xiao MA ; Chao MA ; Qing WANG ; Linghang WANG ; Jigui DENG ; Yixing LI ; Zhixian ZHAO ; Dan WU ; Jiang WU ; Lin ZHANG ; Kaihu YAO ; Yuan GAO ; Xu XIE
Chinese Journal of Epidemiology 2020;41(2):167-172
Post-traumatic tetanus is the main type of non-neonatal tetanus.To reduce the incidence and mortality rateof tetanus and guide the primary medical institutions to prevent and control tetanus after trauma,the National Immunization Planning Technical Working Group of the Chinese Center for Disease Control and Prevention has compiled this document in the reference with Position Paper by World Health Organization,and the latest research progress both at home and abroad.The guidelines focus on the basic procedures for the prevention and treatment of post-traumatic tetanus,the application of tetanus vaccines and immune preparation,and pre-exposure immunization in high-risk populations of trauma.
8. Guidelines for the use of post-traumatic tetanus vaccines and passive immune preparation
Chuanlin WANG ; Si LIU ; Zhujun SHAO ; Zundong YIN ; Qingjun CHEN ; Xiao MA ; Chao MA ; Qing WANG ; Linghang WANG ; Jigui DENG ; Yixing LI ; Zhixian ZHAO ; Dan WU ; Jiang WU ; Li ZHANG ; Kaihu YAO ; Yuan GAO ; Xu XIE
Chinese Journal of Preventive Medicine 2019;53(12):1212-1217
Post-traumatic tetanus is the main type of non-neonatal tetanus. To reduce the incidence and mortality rate of tetanus and guide the primary medical institutions to prevent and control tetanus after trauma, National Immunization Planning Technical Working Group of the Chinese Center for Disease Control and Prevention has compiled this document in the reference with Position Paper by World Health Organization, the latest research progress from home and abroad. The guidelines focus on the basic procedures for the prevention and disposition of post-traumatic tetanus, the application of tetanus vaccines and immune preparation, and the pre-exposure immunization in high-risk populations of trauma.
10.Plate osteosynthesis for one-stage definite treatment of Gustilo type Ⅲ open fractures of long bone
Xuesong CHEN ; Yongqing XU ; Jianming CHEN ; Xiaojun YU ; Jinshun HE ; Liming ZHANG ; Min JIANG ; Li JI ; Xiaofeng WANG ; Xiaosong LI ; Chunli LI ; Qiao CHEN ; Zhixian MA
Chinese Journal of Orthopaedic Trauma 2018;20(8):654-660
Objective To report our efficacy of one-stage definite treatment of Gustilo type Ⅲ open fractures of long bone by plate osteosynthesis.Methods A retrospective case series study was conducted of the 69 cases who had undergone plate osteosynthesis for one-stage definite treatment of Gustilo type Ⅲ open fractures of long bone from January 2006 to June 2016 at Microsurgery and War Trauma Center of Chengdu Military Command,59 Hospital of Chinese PLA.They were 47 males and 22 females with an average age of 34.2 years (from 2 to 62 years).There were 27 shaft fractures of tibia or fibula (13 cases of type ⅢA,12 cases of type Ⅲ B and 2 cases of type Ⅲ C),4 fractures of distal tibia (2 cases of type Ⅲ A and 2 cases of type ⅢB),14 shaft fractures of ulna or radius (9 cases of type ⅢA,3 cases of type ⅢB and 2 cases of type Ⅲ C),12 factures of humeral shaft (7 cases of type Ⅲ A,3 cases of type Ⅲ B and 3 cases of type Ⅲ C),3 fractures of distal humerus (all type ⅢC),6 fractures of femoral shaft (5 cases of type ⅢA and one type Ⅲ C),and 3 fractures of distal femur (2 cases of type ⅢA and one type ⅢC).The intervals between injury and operation ranged from 4 to 17 hours,averaging 9.6 hours.After thorough debridement,osteosynthesis was performed with locking compression plate,limited contact dynamic compression plate or/and reconstruction locking plate,or 1/3 tubular plate.Direct closure with decreased tension or without tension was used for type Ⅲ A injury;deep open defects were repaired with perforator flaps,neurovascular axis flaps,traditional axis flaps and muscular flaps,or local flaps;limb reconstructions included neurovascular repair in 12 cases,tendon and ligament repair in 5 cases,and muscle reconstruction in 3 cases.Superficial defects were covered by skin grafts simultaneously or secondarily.Results The duration of hospitalization averaged 19 days (from 5 to 37 days).Partial necrosis occurred in one case of sural neurovascular axis flap.Superficial infection with multiple antibiotic-resistant bacteria occurred in 2 cases.Follow-up for the 69 patients ranged from 12 to 27 months (average,19.2 months).No deep bone infection occurred.Implant breaking occurred in 4 cases and implant loosening in one.The implant failures were corrected by change into intramedullary nails or plate refixation (respectively in 2 cases) in addition to bone graft.Bone union was achieved after 5 to 15 months (average,7.7 month)with satisfactory aesthetic and functional outcomes.Conclusion For patients with Gustilo type Ⅲ open fracture of long bone,especially those with metaphyseal,intraarticular or upper limb fracture and pediatric ones,plate osteosynthesis can be a satisfactory one-stage definite treatment besides intramedullar nailing and external fixation,providing that through debridement and satisfactory soft-tissue coverage can be achieved.

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