Antimicrobial resistance (AMR) has emerged as a major global public health challenge, with traditional prevention and control methods exhibiting significant limitations in detection efficiency, data processing, and clinical decision-making. Leveraging its robust capabilities in data analysis and pattern recognition, artificial intelligence (AI) technology has been widely applied across multiple critical aspects of AMR containment. Current evidence demonstrates that AI technologies can significantly enhance the efficiency of resistancediagnosis, optimize personalized treatment strategies, and improve real-time monitoring of resistant pathogen transmission. Despite persistent challenges such as data heterogeneity, model interpretability, and ethical compliance in practical applications, AI holds immense promise in supporting precision infection management and addressing the growing crisis of antimicrobial resistance.This article systematically reviews the clinical applications of AI in AMR prevention and control, including resistance detection and prediction based on mass spectrometry and genomic data, the use of clinical decision support systems in anti-infective therapy, as well as the role of AI in epidemiological surveillance, pathogen tracking, early warning systems, and novel antimicrobial drug discovery aiming to provide reference for clinical practice.

Objective:To explore the influencing of 18F-fluorodeoxyglucose positron emission tomography/computed tomography ( 18F-FDG PET/CT) indicators on microvascular invasion (MVI) of hepatocellular carcinoma and to construct a nomogram for predicting MVI. Methods:The data of 125 patients with hepatocellular carcinoma who underwent 18F-FDG PET/CT from January 2012 to March 2024 in the Second Xiangya Hospital of Central South University were retrospectively collected and analyzed. There were 108 males and 17 females, with the age of (51.8±7.6) years. The 125 patients were divided into MVI negative group ( n=51) and MVI positive group ( n=74) according to whether MVI was positive. The two groups were compared in terms of liver cirrhosis, aspartate transaminase (AST), γ-glutamyltransferase, carbohydrate antigen 125, Ki-67, maximum tumor diameter, tumor capsule, combined portal vein tumor thrombus, and 18F-FDG PET/CT indicators maximum standard uptake value (SUVmax), tumor metabolic volume, total glycolysis of lesions, tumor-liver ratio (TLR), and tumor-mediastinum ratio. Multivariate logistic regression was used to analyze the influencing factors of MVI, and a nomogram MVI prediction model was constructed. Results:Cirrhosis, AST >40 U/L, γ-glutamyltransferase >60 U/L, carbohydrate antigen 125>35 U/ml, Ki-67 >20%, maximum tumor diameter, tumor capsule, combined portal vein tumor thrombus, SUVmax >6.30, tumor metabolic volume >45.48, total glycolysis of lesions >253.22, TLR >2.39, tumor-mediastinum ratio >4.27 were associated with MVI in patients with hepatocellular carcinoma (all P<0.05). Multivariate logistic regression analysis showed that combined portal vein tumor thrombus ( OR=40.244, 95% CI: 5.276-306.986), SUVmax >6.30 ( OR=3.920, 95% CI: 1.841-8.346), tumor metabolic volume>45.48 ( OR=6.482, 95% CI: 2.914-14.415), TLR>2.39 ( OR=7.250, 95% CI: 3.247-16.188) were influencing factors of MVI in patients with hepatocellular carcinoma (all P<0.05). A nomogram for predicting MVI was constructed based on the multivariate results. Conclusion:18F-FDG PET/CT index SUVmax, tumor metabolic volume, and TLR are influencing factors for MVI of hepatocellular carcinoma patients. Based on these influencing factors, a nomogram model for predicting MVI can be constructed.

Paraplegia caused by spinal cord injury is a serious neurological complication, for which surgery is currently the main treatment method. Due to different surgical approaches, patients are usually expected to maintain a passive prone position for a long time or switch between the supine and prone positions. Affected by multiple factors such as neurogenic sensory disorders, pathological changes in muscle tone and operative duration, the risk of intraoperative acquired pressure injury (IAPI) is significantly increased. Current clinical prevention strategies for IAPI in these patients predominantly focus on localized pressure relief during positioning, lacking systematic, standardized comprehensive prevention protocols or evidence-based guidelines. To address it, Department of Nursing, Orthopedics Branch, China International Exchange and Promotive Association for Medical and Health Care, Spinal Trauma Professional Committee, Orthopedics Branch, Chinese Medical Doctor Association, Nursing Group of Spine and Spinal Cord Professional Committee of Chinese Association of Rehabilitation Medicine organized experts in relevant fields to formulate Guideline for the prevention of intraoperative acquired pressure injury in paraplegic patients with spinal cord injury ( version 2025), based on evidence-based medical evidence and latest research results and clinical practice at home and abroad. Eleven recommendations were put forward from the aspects of preoperative risk assessment, intraoperative prevention strategies, postoperative handover and monitoring, and supportive mechanisms for IAPI prevention, aiming to standardize the prevention measures and management strategies of IAPI in paraplegic patients with spinal cord injury and accelerate the recovery of patients and improve the therapeutic effect.

Objective:To investigate the application value of 68Ga-Pentixafor PET/CT targeting CXC subfamily receptor 4 (CXCR4) in the subtyping and precise localization of primary aldosteronism (PA). Methods:Thirty-three patients with PA confirmed by clinical examination and undergoing 68Ga-Pentixafor PET/CT and adrenal vein sampling (AVS) in the Second Xiangya Hospital between July 1st 2022 and July 1st 2023 were prospectively enrolled (24 males, 9 females, age (49.6±10.3) years). Patients with a dominant side identified by PET/CT or AVS underwent unilateral adrenalectomy, while those without a dominant side received medical treatment. According to the standard of PA surgical outcome (PASO), patients underwent surgery were divided into unilateral PA (UPA) and bilateral PA (BPA) based on the pathological and follow-up results. Those who received medical treatment were BPA. The diagnostic efficacy of 68Ga-Pentixafor PET/CT for UPA was calculated. The ROC curve was constructed to analyze the accuracy and optimal threshold of SUV max, the ratio of lesion SUV max to contralateral adrenal tissue SUV mean (LCR), and the ratio of lesion SUV max to liver SUV mean (LLR) in the diagnosis of PA subtype. The correlation between the quantitative parameters and the clinical features and lesion width of the patients was evaluated by Spearman rank correlation analysis. The differences of LCR and LLR between different efficacy groups were compared by the independent-sample t test. Results:A total of 20 patients underwent unilateral adrenalectomy. Nineteen patients were finally diagnosed with UPA and 14 with BPA. The agreement rate of PET/CT and AVS was 81.8%(27/33), and both methods independently detected UPA that was negative in the other examination. The sensitivity, specificity, and accuracy of 68Ga-Pentixafor PET/CT visual diagnosis of UPA were 18/19, 14/14, and 97.0%(32/33), respectively. ROC curve showed that the AUC of LLR for subtype diagnosis was 0.944, with the optimal threshold of 3.1. SUV max, LCR, and LLR were positively correlated with aldosterone concentration ( rs values: 0.35, 0.47, and 0.36, all P<0.05) and lesion width ( rs values: 0.43, 0.49, and 0.58, all P<0.05). The LCR (3.9±2.2 vs 1.6±0.3; t=2.00, P=0.041) and LLR( 8.7±4.1 vs 4.2±1.3; t=2.06, P=0.045) of the dominant side lesions in patients who achieved complete biochemical and clinical cure were higher than those in patients with partial improvement. Conclusions:68Ga-Pentixafor PET/CT imaging can be used in the diagnosis and precise localization of PA subtype. It also can detect patients with PA which can be surgically cured but not detected by AVS, and the quantitative analysis may be valuable for prognosis prediction.

Objective:To explore the influencing of 18F-fluorodeoxyglucose positron emission tomography/computed tomography ( 18F-FDG PET/CT) indicators on microvascular invasion (MVI) of hepatocellular carcinoma and to construct a nomogram for predicting MVI. Methods:The data of 125 patients with hepatocellular carcinoma who underwent 18F-FDG PET/CT from January 2012 to March 2024 in the Second Xiangya Hospital of Central South University were retrospectively collected and analyzed. There were 108 males and 17 females, with the age of (51.8±7.6) years. The 125 patients were divided into MVI negative group ( n=51) and MVI positive group ( n=74) according to whether MVI was positive. The two groups were compared in terms of liver cirrhosis, aspartate transaminase (AST), γ-glutamyltransferase, carbohydrate antigen 125, Ki-67, maximum tumor diameter, tumor capsule, combined portal vein tumor thrombus, and 18F-FDG PET/CT indicators maximum standard uptake value (SUVmax), tumor metabolic volume, total glycolysis of lesions, tumor-liver ratio (TLR), and tumor-mediastinum ratio. Multivariate logistic regression was used to analyze the influencing factors of MVI, and a nomogram MVI prediction model was constructed. Results:Cirrhosis, AST >40 U/L, γ-glutamyltransferase >60 U/L, carbohydrate antigen 125>35 U/ml, Ki-67 >20%, maximum tumor diameter, tumor capsule, combined portal vein tumor thrombus, SUVmax >6.30, tumor metabolic volume >45.48, total glycolysis of lesions >253.22, TLR >2.39, tumor-mediastinum ratio >4.27 were associated with MVI in patients with hepatocellular carcinoma (all P<0.05). Multivariate logistic regression analysis showed that combined portal vein tumor thrombus ( OR=40.244, 95% CI: 5.276-306.986), SUVmax >6.30 ( OR=3.920, 95% CI: 1.841-8.346), tumor metabolic volume>45.48 ( OR=6.482, 95% CI: 2.914-14.415), TLR>2.39 ( OR=7.250, 95% CI: 3.247-16.188) were influencing factors of MVI in patients with hepatocellular carcinoma (all P<0.05). A nomogram for predicting MVI was constructed based on the multivariate results. Conclusion:18F-FDG PET/CT index SUVmax, tumor metabolic volume, and TLR are influencing factors for MVI of hepatocellular carcinoma patients. Based on these influencing factors, a nomogram model for predicting MVI can be constructed.

Paraplegia caused by spinal cord injury is a serious neurological complication, for which surgery is currently the main treatment method. Due to different surgical approaches, patients are usually expected to maintain a passive prone position for a long time or switch between the supine and prone positions. Affected by multiple factors such as neurogenic sensory disorders, pathological changes in muscle tone and operative duration, the risk of intraoperative acquired pressure injury (IAPI) is significantly increased. Current clinical prevention strategies for IAPI in these patients predominantly focus on localized pressure relief during positioning, lacking systematic, standardized comprehensive prevention protocols or evidence-based guidelines. To address it, Department of Nursing, Orthopedics Branch, China International Exchange and Promotive Association for Medical and Health Care, Spinal Trauma Professional Committee, Orthopedics Branch, Chinese Medical Doctor Association, Nursing Group of Spine and Spinal Cord Professional Committee of Chinese Association of Rehabilitation Medicine organized experts in relevant fields to formulate Guideline for the prevention of intraoperative acquired pressure injury in paraplegic patients with spinal cord injury ( version 2025), based on evidence-based medical evidence and latest research results and clinical practice at home and abroad. Eleven recommendations were put forward from the aspects of preoperative risk assessment, intraoperative prevention strategies, postoperative handover and monitoring, and supportive mechanisms for IAPI prevention, aiming to standardize the prevention measures and management strategies of IAPI in paraplegic patients with spinal cord injury and accelerate the recovery of patients and improve the therapeutic effect.

Objective:To investigate the application value of 68Ga-Pentixafor PET/CT targeting CXC subfamily receptor 4 (CXCR4) in the subtyping and precise localization of primary aldosteronism (PA). Methods:Thirty-three patients with PA confirmed by clinical examination and undergoing 68Ga-Pentixafor PET/CT and adrenal vein sampling (AVS) in the Second Xiangya Hospital between July 1st 2022 and July 1st 2023 were prospectively enrolled (24 males, 9 females, age (49.6±10.3) years). Patients with a dominant side identified by PET/CT or AVS underwent unilateral adrenalectomy, while those without a dominant side received medical treatment. According to the standard of PA surgical outcome (PASO), patients underwent surgery were divided into unilateral PA (UPA) and bilateral PA (BPA) based on the pathological and follow-up results. Those who received medical treatment were BPA. The diagnostic efficacy of 68Ga-Pentixafor PET/CT for UPA was calculated. The ROC curve was constructed to analyze the accuracy and optimal threshold of SUV max, the ratio of lesion SUV max to contralateral adrenal tissue SUV mean (LCR), and the ratio of lesion SUV max to liver SUV mean (LLR) in the diagnosis of PA subtype. The correlation between the quantitative parameters and the clinical features and lesion width of the patients was evaluated by Spearman rank correlation analysis. The differences of LCR and LLR between different efficacy groups were compared by the independent-sample t test. Results:A total of 20 patients underwent unilateral adrenalectomy. Nineteen patients were finally diagnosed with UPA and 14 with BPA. The agreement rate of PET/CT and AVS was 81.8%(27/33), and both methods independently detected UPA that was negative in the other examination. The sensitivity, specificity, and accuracy of 68Ga-Pentixafor PET/CT visual diagnosis of UPA were 18/19, 14/14, and 97.0%(32/33), respectively. ROC curve showed that the AUC of LLR for subtype diagnosis was 0.944, with the optimal threshold of 3.1. SUV max, LCR, and LLR were positively correlated with aldosterone concentration ( rs values: 0.35, 0.47, and 0.36, all P<0.05) and lesion width ( rs values: 0.43, 0.49, and 0.58, all P<0.05). The LCR (3.9±2.2 vs 1.6±0.3; t=2.00, P=0.041) and LLR( 8.7±4.1 vs 4.2±1.3; t=2.06, P=0.045) of the dominant side lesions in patients who achieved complete biochemical and clinical cure were higher than those in patients with partial improvement. Conclusions:68Ga-Pentixafor PET/CT imaging can be used in the diagnosis and precise localization of PA subtype. It also can detect patients with PA which can be surgically cured but not detected by AVS, and the quantitative analysis may be valuable for prognosis prediction.

Objective:To investigate the efficacy of 99Tc m-pyrophosphate (PYP) SPECT imaging for the differential diagnosis of transthyretin-related cardiac amyloidosis (ATTR-CA) and hypertrophic cardiomyopathy (HCM). Methods:Data of patients who were definitively diagnosed with ATTR-CA (35 patients (28 males, 7 females); age 62.5(58.6, 64.3) years) or HCM (14 patients (13 males, 1 female); age 60.5(57.3, 68.7) years) by extracardiac biopsy and echocardiography in the Second Xiangya Hospital of Central South University between June 2020 and March 2023 were retrospectively analyzed. All patients underwent planar and SPECT imaging 1 h after injection of 370-720 MBq 99Tc m-PYP. Visual scoring was performed (0-1 was negative, 2-3 was positive), and heart-to-contralateral lung uptake ratio (H/CL) was calculated based on planar images. The χ2 test was used to compare the difference in visual scores between ATTR-CA and HCM groups, and the diagnostic efficacy of the visual score was calculated. The H/CL differences between ATTR and HCM groups were compared with Mann-Whitney U test, and the ROC curve was used to analyze the efficacy of H/CL for the differential diagnosis of ATTR-CA and HCM. Results:There were 34 patients with visual scores≥2 and 1 patient with visual score<2 in the ATTR-CA group, 6 patients with visual scores =2 and 8 patients with visual scores <2 in HCM group, and there were significant differences between the 2 groups ( χ2=16.20, P<0.001). The diagnostic sensitivity of the visual score was 97.1%(34/35), and the specificity was 8/14. The H/CL in the ATTR-CA group was significantly higher than that in the HCM group (2.08(1.97, 2.20) vs 1.26 (1.17, 1.35), z=-5.09, P<0.001). The ROC curve analysis suggested that the optimal cut-off value was 1.45 (AUC: 0.980, 95% CI: 0.946-1.000; P<0.001); the sensitivity of H/CL differential diagnosis between HCM and ATTR-CA was 97.1%(34/35), and the specificity was 14/14. Conclusion:99Tc m-PYP SPECT imaging is useful in differentiation of ATTR-CA and HCM, and the optimal cut-off value of H/CL for differential diagnosis of these 2 diseases is 1.45.

Objective:To develop serious games for pediatrics and to explore the effect of cultivating the clinical reasoning and reflection ability of pediatric trainee nurses.Methods:This was a non-randomized controlled trial study. The convenience sampling method was used to select 88 pediatric trainee nurses in the Second Xiangya Hospital of Central South University from April 2021 to January 2022. They were divided into the control group and the experimental group with 44 cases in each group by the method of random sampling. The control group was given clinical practice teaching in pediatrics according to the practice syllabus. Based on the teaching events of Gagne, the teaching links of serious games were designed, and teaching was carried out to the experimental group. The clinical reasoning and reflection ability, learning satisfaction and self-confidence of the two groups of pediatric trainee nurses before and after teaching were evaluated by the Self-Assessment of Clinical Reasoning and Reflection, Student Learning Satisfaction and Self-Confidence Scale, and examination scores of the two groups of pediatric trainee nurses were evaluated.Results:There was no significant difference in the clinical reasoning and reflection ability, learning satisfaction and self-confidence before teaching between the two groups( P>0.05). The total score of clinical reasoning and reflection evaluation after teaching was (101.13±6.69) points in the experimental group, which was higher than that in the control group (94.57 ± 8.86) points, the difference was statistically significant ( t=-3.92, P<0.05). The learning satisfaction and self-confidence scores after teaching were (20.82 ± 2.16), (33.20 ± 1.47) points in the experimental group, which were higher than those in the control group (19.52 ± 2.30), (31.89 ± 2.44) points, the differences were statistically significant ( t=-2.33, -3.07, both P<0.05). The scores on the theory and skill examination in the experimental group were also better than those in the control group, the differences were statistically significant ( t values were -2.59--2.14, all P<0.05). Conclusions:The serious game teaching method can effectively improve the clinical reasoning and reflection ability, practical learning satisfaction, self-confidence, and graduation performance of pediatric nursing interns, which can provide a reference for the reform of pediatric nursing practice teaching.

Objective To understand the dynamic change of professional attitude of nursing undergraduates in traditional Chinese medicine universities and the influencing factors from first-year to third-year. Methods From December 2012 to July 2015,“Scale for nurse′s professional attitude”was used to evaluate the professional attitude of full-time nursing undergraduates in two traditional Chinese medicine universities in China in every 18th teaching week of a semester (6 times). Personal information sheet, Eysenck Personality Questionnaire (EPQ) and Social Support Rating Scale (SSRS) were used to screen the influencing factor of professional attitude of nursing undergraduates. Results Mean scores of“Scale for nurse′s professional attitude”in 289 nursing undergraduates was higher than 4.5 and appeared an increasing trend. There were significant differences in professional attitude between first-year and third-year nursing undergraduates. The influencing factors of nursing undergraduates′professional attitude were different. In first-year, the factors were EPQ-N, birthplace, EPQ-P, household registration, parent′s marital status. In second-year, they were times of social practice, mother′s vocation, EPQ-E, EPQ-P, satisfaction on family income. In third-year, they were SSRS scores, EPQ-P, whether first choice being nurse or not. Conclusions Professional attitude of 289 nursing undergraduates is positive and appears an increasing trend. The influencing factors of nursing undergraduates′professional attitude are different and EPQ-P has constant influence on their professional attitude.