1.Advances in the Application of Artificial Intelligence in Clinical Anesthesia
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(1):77-83
In recent years, with the emergence of large language models like ChatGPT and DeepSeek into the public domain, artificial intelligence (AI) has become one of the most rapidly developing fields of the 21st century. As AI continues to evolve, new models are constantly emerging, particularly through the integration of multimodal data that enables more comprehensive information capture and analysis, demonstrating significant value in supporting clinical anesthesia decision-making. Preoperatively, AI can assist in evaluating patients’ overall health status, aid in selecting appropriate anesthesia methods, and predict potential risks such as difficult airways. Intraoperatively, AI can collaborate with anesthesiologists to monitor physiological parameters and optimize anesthesia management strategies, especially in predicting hypotension and improving automated drug infusion control systems. Postoperatively, AI can predict pulmonary complications, postoperative delirium, and major adverse cardiovascular events, thereby accelerating recovery and improving long-term survival.This article analyzes recent advances in AI technology in medicine worldwide, systematically reviews its application scenarios in clinical anesthesia, and provides detailed accounts of progress in preoperative risk assessment, formulation of personalized anesthesia plans, intraoperative monitoring and decision support, postoperative recovery, and long-term follow-up. It further highlights the need for future research to strengthen multimodal database construction, enhance model generalizability, develop explainable frameworks, and improve ethical governance. By summarizing current achievements and challenges, this review offers valuable reference for anesthesiologists and researchers, underscores the role of AI in driving the intelligent transformation of anesthesiology, and provides guidance for subsequent research directions.
2.Correlation between plasma Hcy and the degree of coronary artery calcification in the elderly
Jingyuan GAO ; Qianqian PENG ; Liming HAN ; Yawen WU ; Han YAN ; Jingwei LIU ; Yuyang YANG
China Modern Doctor 2025;63(20):18-21
Objective To investigate the association between plasma homocysteine(Hcy)level and coronary artery calcification(CAC)and its clinical predictive efficacy.Methods A total of 172 patients who underwent coronary CT angiography North China University of Science and Technology Affiliated Hospital from April 2019 to May 2021 and CAC score(CACS)>0 were enrolled.According to the CACS value,the subjects were divided into mild calcification group(n=136)and severe calcification group(n=36),and the clinical characteristics of two groups were compared and analyzed.Multivariate Logistic regression model was used to screen the independent influencing factors of CAC severity,and a prediction model was constructed based on the Hcy detection value.The clinical diagnostic value was evaluated by the receiver operating characteristic(ROC)curve.Results There were significant differences in Hcy,white blood cell count,triglyceride and magnesium ion levels between two groups(P<0.05).Multivariate Logistic regression analysis showed that Hcy,white blood cell count and magnesium ion level were independent risk factors for the progression of CAC.Furthermore,a regression model based on Hcy was constructed and ROC curve was fitted to evaluate its predictive efficacy.The results suggested that the predictive model had the best performance when the critical value of Hcy was set at 27.4μmol/L:the sensitivity was 55.6%,the specificity was 97.1%,and the area under the curve was 0.765.Conclusion Hcy serves as an independent risk factor for the severity of CAC and can effectively predict the progression of CAC with high accuracy.
3.Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults (version 2025)
Bobin MI ; Faqi CAO ; Weixian HU ; Wu ZHOU ; Chenchen YAN ; Hui LI ; Yun SUN ; Yuan XIONG ; Jinmi ZHAO ; Qikai HUA ; Xinbao WU ; Xieyuan JIANG ; Dianying ZHANG ; Zhongguo FU ; Dankai WU ; Guangyao LIU ; Guodong LIU ; Tengbo YU ; Jinhai TAN ; Xi CHEN ; Fengfei LIN ; Zhangyuan LIN ; Dongfa LIAO ; Aiguo WANG ; Shiwu DONG ; Gaoxing LUO ; Zhao XIE ; Dong SUN ; Dehao FU ; Yunfeng CHEN ; Changqing ZHANG ; Kun LIU ; Deye SONG ; Yongjun RUI ; Fei WU ; Ximing LIU ; Junwen WANG ; Meng ZHAO ; Biao CHE ; Bing HU ; Chengjian HE ; Guanglin WANG ; Xiao CHEN ; Guandong DAI ; Shiyuan FANG ; Wenchao SONG ; Ming CHEN ; Guanghua GUO ; Yongqing XU ; Lei YANG ; Wenqian ZHANG ; Kun ZHANG ; Xin TANG ; Hua CHEN ; Weiguo XU ; Shuquan GUO ; Yong LIU ; Xiaodong GUO ; Zhewei YE ; Liming XIONG ; Tian XIA ; Hongbin WU ; Qisheng ZHOU ; Mengfei LIU ; Yiqiang HU ; Yanjiu HAN ; Hang XUE ; Kangkang ZHA ; Wei CHEN ; Zhiyong HOU ; Bin YU ; Jiacan SU ; Peifu TANG ; Baoguo JIANG ; Guohui LIU
Chinese Journal of Trauma 2025;41(5):421-432
Postoperative infection of internal fixation of closed fractures the lower limbs in adults represents a devastating complication, characterized by diagnostic challenges, prolonged treatment duration and high disability rates. Current management of these infections faces multiple challenges, such as difficulties in early accurate diagnosis, and various controversies about the treatment plan, leading to poor overall diagnosis and treatment results. To address these issues, based on evidence-based medicine and principles with emphasis on scientific rigor, clinical applicability and innovation, the Trauma Branch of the Chinese Medical Association, Orthopedic Branch of the Chinese Medical Doctor Association, Orthopedics Branch of the Chinese Medical Association, and Trauma Orthopedics and Polytrauma Group of the Resuscitation and Emergency Committee of the Chinese Medical Doctor Association have collaboratively organized a panel of relevant experts to develop the Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults ( version 2025). The guideline proposed 10 recommendations, aiming to provide a foundation for standardized diagnosis and treatment of postoperative infection in adults with closed lower limb fractures.
4.Clinical and genetic analysis of a child with Lamb-Shaffer syndrome due to a de novo variant of SOX5 gene
Liming ZHANG ; Liye SHI ; Linfei LI ; Jianwei YANG ; Hongqi SUN ; Junmei YANG ; Yongxing CHEN
Chinese Journal of Medical Genetics 2025;42(1):89-93
Objective:To explore the clinical features of a child with Lamb-Shaffer syndrome (LAMSHF) due to a variant of SOX5 gene. Methods:A child who was admitted to Children′s Hospital Affiliated to Zhengzhou University in July 2022 was selected as the study subject. Clinical data of the child was collected. Whole exome sequencing (WES) was carried out on peripheral blood samples from the child and his parents, and candidate variant was verified by Sanger sequencing and bioinformatic analysis. The study has been approved by the Medical Ethics Committee of the Children′s Hospital Affiliated to Zhengzhou University (Ethics No. 2024-K-100).Results:The child, an one-year-and-seven-month-old male, has manifested delayed development in speech and language, intelligence and movement, in addition with mild facial deformities and eye signs. Whole exome sequencing revealed that he has harbored a heterozygous c. 1828_1829insGACT (p.Y610fs*1) frameshifting variant of the SOX5 gene. Sanger sequencing confirmed the variant to be de novo in origin. The variant was also unreported previously. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), the variant was rated as pathogenic (PVS1+ PS2+ PM2_supporting). Conclusion:The c. 1828_1829insGACT (p.Y610fs*1) variant of the SOX5 gene probably underlay the pathogenesis of LAMSHF in this child. For children with delayed mental, language, intellectual, and motor development, genetic testing should be conducted to facilitate early diagnosis. Above finding has enriched the mutational spectrum of the SOX5 gene.
5.Genetic analysis of a case of Miller-McKusick-Malvaux syndrome type 1 caused by CUL7 gene variant and a literature review
Liming ZHANG ; Xue WU ; Jianwei YANG ; Hongqi SUN ; Junmei YANG ; Yongxing CHEN
Chinese Journal of Medical Genetics 2025;42(3):343-348
Objective:To explore the clinical features, genetic characteristics in a child with Miller-McKusick-Malvaux syndrome (3MS) type 1 caused by CUL7 gene variant. Methods:A child diagnosed with 3MS type 1 at the Children′s Hospital Affiliated to Zhengzhou University in February 2021 was selected as the subject of this study. Peripheral blood samples were collected from the child and her parents for genomic DNA extraction. Whole exome sequencing (WES) was performed on the child, and Sanger sequencing was used to validate the candidate variants and analyze their pathogenicity. A literature search was conducted using the keywords "3M syndrome" in the China National Knowledge Infrastructure, Wanfang Data Knowledge Service Platform, and PubMed databases from inception to December 2024. The clinical data of Chinese children with 3MS reported in the literature were summarized. This study was approved by the Medical Ethics Committee of the Children′s Hospital Affiliated to Zhengzhou University (Ethics No. 2024-K-020).Results:①The child was a 6-year-old and 2-month-old female with facial dysmorphism, skeletal abnormalities, and growth and developmental delay. ②WES revealed compound heterozygous variants in the CUL7 gene: c. 2686G>T (p.E896*) and c. 1200delT (p.R401Gfs66). Sanger sequencing confirmed that these two variants were inherited from the child′s father and mother, respectively. According to the American College of Medical Genetics and Genomics (ACMG) Standards and Guidelines for the Interpretation of Sequence Variants, c. 2686G>T (p.E896) was classified as a pathogenic (PVS1+ PM2_Supporting+ PM3), and c. 1200delT (p.R401Gfs*66) was classified as a likely pathogenic (PVS1+ PM2_Supporting). ③ Based on the literature search strategy, 18 relevant articles were identified, including a total of 32 Chinese cases of 3MS, of which 8 were fetuses. A total of 32 Chinese 3MS cases were included in the literature review, of which 8 were fetuses. The majority of these cases carried variants in the CUL7 gene (20/32, 62.5%) and OBSL1 gene (12/32, 37.5%). The main clinical manifestations included intrauterine or postnatal growth and developmental delay (32/32, 100.0%), triangular facies (27/32, 84.3%), and skeletal abnormalities (21/32, 65.6%). Conclusion:The compound heterozygous variants c.2686G>T (p.E896*) and c. 1200delT (p.R401Gfs*66) in the CUL7 gene are likely the genetic cause of 3MS type 1 in the child. For children presenting with facial dysmorphism, skeletal abnormalities, and intrauterine or postnatal growth and developmental delay, 3MS should be considered as a differential diagnosis.
6.Multimorbidity patterns in elderly and the association with frailty
Chenting BI ; Kaikai YANG ; Rong XU ; Liming HOU ; Shanru YANG ; Jinke LI ; Guihua CAO ; Xu LI ; Xiaoming WANG
Chinese Journal of Geriatrics 2025;44(4):484-489
Objective:To construct multimorbidity patterns among elderly individuals with chronic diseases and to explore the relationship between these patterns and frailty.Methods:A cross-sectional study was conducted involving 4, 706 elderly participants aged 60 years and older from selected prefecture-level cities in Shaanxi Province.Data were collected on general information, chronic diseases, and frailty status.The average age of the participants was 69.9±6.7 years, with males comprising 47.3%(2, 255 cases)and females comprising 52.7%(2, 481 cases)of the sample.Latent class analysis(LCA)was employed to identify multimorbidity patterns, while multivariate logistic regression analysis was utilized to examine the associations between these patterns and frailty.Results:The prevalence of multimorbidity within the study population was found to be 43.6%(2, 052 cases out of 4, 706 cases).The highest rates of multimorbidity were observed in anxiety and depression(100%, 23 cases out of 23 cases), dementia(100%, 6 cases out of 6 cases), and Parkinson's disease(100%, 11 cases out of 11 cases).Stroke followed closely with a rate of 96.8%(597 cases out of 617 cases), while rheumatoid arthritis exhibited the lowest rate of multimorbidity with other chronic diseases at 50%(4 cases out of 8 cases).Five distinct multimorbidity patterns were identified through LCA: the complex multimorbidity class(123 cases), the stroke-respiratory class(546 cases), the sleep disorders-osteoarticular class(488 cases), the cardiovascular-metabolic class(987 cases), and the relatively healthy class(2, 562 cases).When compared to the relatively healthy class, the complex multimorbidity class( OR=2.317, 95% CI: 1.573-3.412), stroke-respiratory class( OR=2.279, 95% CI: 1.862-2.788), sleep disorders-osteoarticular class( OR=1.370, 95% CI: 1.111-1.691), and cardiovascular-metabolic class( OR=1.185, 95% CI: 1.003-1.400)were all found to be significantly associated with frailty. Conclusions:The cardiovascular-metabolic class is the most prevalent among elderly individuals.Various patterns exhibit distinct associations with frailty, with the complex multimorbidity class and the stroke-respiratory class being the most significant, as they markedly elevate the risk of frailty.
7.Clinical guideline for vertebral augmentation of acute symptomatic osteoporotic thoracolumbar compression fractures (version 2025)
Bolong ZHENG ; Wei MEI ; Yanzheng GAO ; Liming CHENG ; Jian CHEN ; Qixin CHEN ; Liang CHEN ; Xigao CHENG ; Jian DONG ; Jin FAN ; Shunwu FAN ; Xiangqian FANG ; Zhong FANG ; Shiqing FENG ; Haoyu FENG ; Haishan GUAN ; Yong HAI ; Baorong HE ; Lijun HE ; Yuan HE ; Hua HUI ; Weimin JIANG ; Junjie JIANG ; Dianming JIANG ; Xuewen KANG ; Hua GUO ; Jianjun LI ; Feng LI ; Li LI ; Weishi LI ; Chunde LI ; Qi LIAO ; Baoge LIU ; Xiaoguang LIU ; Xuhua LU ; Shibao LU ; Bin LIN ; Chao MA ; Xuexiao MA ; Renfu QUAN ; Limin RONG ; Honghui SUN ; Tiansheng SUN ; Yueming SONG ; Hongxun SANG ; Jun SHU ; Jiacan SU ; Jiwei TIAN ; Xinwei WANG ; Zhe WANG ; Zheng WANG ; Zhengwei XU ; Huilin YANG ; Jiancheng YANG ; Liang YAN ; Feng YAN ; Guoyong YIN ; Xuesong ZHANG ; Zhongmin ZHANG ; Jie ZHAO ; Yuhong ZENG ; Yue ZHU ; Rongqiang ZHANG
Chinese Journal of Trauma 2025;41(9):805-818
Acute symptomatic osteoporotic thoracolumbar compression fracture (ASOTLF) can lead to chronic low back pain, kyphosis deformity, pulmonary dysfunction, loss of mobility, and even life-threatening complications. Vertebral augmentation is currently the mainstream treatment method for this condition. In 2019, the Editorial Board of Chinese Journal of Trauma and the Spinal Trauma Group of Orthopedic Surgeons Branch of Chinese Medical Doctor Association collaboratively led the development of Clinical guideline for vertebral augmentation for acute symptomatic osteoporotic thoracolumbar compression fractures. Six years later, with advances in clinical diagnosis and treatment techniques as well as accumulating evidence in related fields, the 2019 guideline requires updating. To this end, the Spinal Trauma Group of Orthopedic Surgeons Branch of Chinese Medical Doctor Association, the Spinal Health Professional Committee of China Human Health Science and Technology Promotion Association, and the Minimally Invasive Orthopedics Professional Committee of Shaanxi Medical Doctor Association have organized experts in the field to develop the Clinical guideline for vertebral augmentation of acute symptomatic osteoporotic thoracolumbar compression fractures ( version 2025) , based on the latest evidence-based medical researches. This guideline incorporates 3 recommendations retained from the 2019 version with updated strength of evidence, along with 12 new recommendations. It provides recommendations from six aspects of diagnosis, pain management, treatment option selection, prevention of postoperative complications, anti-osteoporosis therapy, and postoperative rehabilitation, aiming to provide a reference for standard treatment of vertebral augmentation for ASOTLF in hospitals at all levels.
8.Analysis of clinical and imaging characteristics of neonatal arterial ischemic stroke with different long-term motor function prognoses
Liming CHEN ; Shiwen XIA ; Huaping ZHU ; Jing YANG ; Mi MU ; Yong LIU
Chinese Journal of Pediatrics 2025;63(3):266-271
Objective:To explore baseline clinical and imaging characteristics of children with neonatal arterial ischaemic stroke based on their long-term motor function prognoses.Methods:A retrospective cohort study was conducted. Clinical data, including magnetic resonance imaging (MRI) and electroencephalogram (EEG) findings, were collected from 31 neonates diagnosed with ischemic stroke admitted to the Department of Neonataology, Maternal and Child Health Hospital of Hubei Province between January 2015 and December 2019. Unified follow-up was conducted between May and July 2024. Long-term motor function outcomes were assessed using the modified Rankin scale(mRS) and categorized into two groups: the good motor function group (mRS score 0-1) and the motor impairment group (mRS score≥2).Baseline clinical and imaging data were summarized for all children, and differences between the two groups were analyzed using the Mann-Whitney U test and Fisher′s exact test. Results:A total of 31 neonates (21 males, 10 females) with an admission age of 1-19 days, all diagnosed within 28 days of birth, were included. At follow-up, 4-8 years after disease onset, 26 neonates (84%) showed good motor function, while 5 (16%) had motor impairments. Compared to the good motor function group, the motor impairment group had higher proportions of females (4/5 vs. 23% (6/26)), main middle cerebral artery (MCA) infarction (4/5 vs. 19% (5/26)), basal ganglia involvement (4/5 vs. 27% (7/26)), corticospinal tract involvement (posterior limb of internal capsule (PLIC) 5/5 vs. 38% (10/26) and cerebral peduncles 5/5 vs. 31% (8/26)) shown by MRI images, and meconium-stained amniotic fluid (4/5 vs. 15% (4/26))(all P<0.05).No significant differences were observed in gestational age, birth weight, abnormalities in muscle tone or primitive reflexes at admission or discharge, or abnormal EEG findings (all P>0.05). Conclusions:Neonatal arterial ischemic stroke commonly manifests as seizures, which are generally controllable, with a relatively stable clinical course and a low incidence of long-term motor impairment. Children with long-term motor impairments are more likely to have main MCA infarction, basal ganglia and corticospinal tract involvement (PLIC and cerebral peduncles), as well as meconium-stained amniotic fluid. This condition is also more commonly observed in females.
9.Effects of Zhuanggu Zhitong Prescription on osteoporosis in castrated rats based on Notch signaling pathway
Jun YANG ; Jie QU ; Liming CHEN ; Tong WU
International Journal of Traditional Chinese Medicine 2025;47(1):58-63
Objective:To explore the mechanism of Zhuanggu Zhitong Prescription in preventing and treating postmenopausal osteoporosis.Methods:Rats were randomly divided into blank group, model group, Zhuanggu Zhitong Prescription high-, medium-, and low-dosage groups, and an estradiol group, with 10 rats in each group. Except for the blank group, all other groups of rats underwent bilateral oophorectomy to remove the ovaries, in order to prepare a postmenopausal osteoporosis rat model. On the 5th day after modeling, the blank group and model group were orally administered with 0.9% NaCl physiological saline, Zhuanggu Zhitong Prescription high-, medium-, and low-dosage groups were orally administered with 13.2, 8.2, and 3.3 g/kg of Zhuanggu Zhitong Prescription, and the estradiol group was orally administered with 0.016 7 g/100 g estradiol aqueous solution once a day for 12 consecutive weeks. The bone density of the lumbar spine in rats was measured; immunohistochemistry and Western blot were used to detect the expressions of Notch1, Jagged1, and Hes1 proteins; PCR was used to detect the mRNA levels of Notch1, Jagged1, and Hes1 in rats.Results:Compared with the model group, the bone density of rats in each group significantly increased ( P<0.01), the protein and mRNA levels of Notch1 and Jagged1 increased ( P<0.01), and the protein and mRNA levels of Hes1 decreased ( P<0.01). Conclusions:Zhuanggu Zhitong Prescription can improve bone mineral density in castrated osteoporosis rats, promote the increase and thickening of trabeculae of femoral bone in rats, promote bone formation, and further prevent osteoporosis. The mechanism may be related to the activation of Notch signaling pathway, up-regulation of Notch1 and Jagged1 proteins, and decrease of Hes1 protein expression, thus promoting bone differentiation.
10.Analysis of bacterial colonization pathways and predictive factors of epidural analgesia catheters in patients with chronic pain
Zhuang TANG ; Liming ZHOU ; Ping HU ; Lin ZHAO ; Weipeng HONG ; Xingli SHEN ; Xingyu LI ; Lingjie YANG ; Qizhi HE
Journal of Clinical Medicine in Practice 2025;29(12):67-70,76
Objective To analyze the incidence,colonization pathways,and predictive factors of bacterial colonization of epidural analgesia catheters in patients with chronic pain.Methods A total of 150 patients with chronic pain who underwent continuous epidural catheterization(catheter in-dwelling time of 7 to 10 days)were selected as study subjects.Samples from three sites were collect-ed for bacterial culture.Clinical data of the patients were collected,and the positive rate of bacterial culture,characteristics of bacterial species distribution,and bacterial colonization pathways were ana-lyzed.The efficacy of predictive factors was assessed using the receiver operating characteristic(ROC)curve.Results The positive rates of bacterial culture in samples from the skin swabbing fluid around the puncture site,the subcutaneous segment of the catheter,and the catheter tip were 22.0%,7.3%,and 8.7%,respectively.Staphylococcus epidermidis was the predominant colonizing bacterial species.Spearman correlation coefficient analysis showed a significant correlation between the results of bacterial culture from the skin around the puncture site and catheter tip colonization(r=0.47,P<0.01).ROC curve analysis revealed that the area under the curve of bacterial culture results from the skin around the puncture site in predicting catheter tip bacterial colonization was 0.843,with a sensitivity of 84.9%and a specificity of 84.6%.Conclusion Bacterial migra-tion along the catheter is the main pathway for catheter tip bacterial colonization,and the results of bacterial culture from the skin around the puncture site are an effective predictive factor for the risk of bacterial colonization.

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