本文系统探讨了人工智能（AI）技术在模拟医学培训中的应用现状、优势与挑战。AI通过虚拟患者系统、手术模拟评估、医学影像诊断培训及结构化报告优化四大核心场景,显著提升培训的智能化与个性化水平。研究表明,AI驱动的实时反馈机制（如手术技能评估系统）在随机对照试验中表现优于传统专家指导, 并具备大规模推广潜力, 可降低人力成本。然而,技术仍面临算法透明性、数据隐私伦理及临床转化效果验证等挑战。未来需深化跨学科合作, 结合增强现实（AR）等技术创新, 构建全球资源共享的智能认证体系, 推动医学教育范式转型。
This review summarizes and discusses the application status, advantages,and challenges of artificial intelligence（AI）technology in simulated medical training．AI significantly enhances the intelligence and personalization of training through four core scenarios：virtual patient systems, surgical simulation assessment, medical imaging diagnosis training, and structured reporting optimization．Researches demonstrates that AI-driven real-time feedback mechanisms（e.g., surgical skill assessment systems）outperform traditional expert guidance in randomized controlled trials（P<0.001）and exhibit potential for large-scale implementation to reduce labor costs．However, challenges remain regarding algorithmic transparency, data privacy ethics, and clinical translation validation．Future efforts require deepened interdisciplinary collaboration, integration with innovations like augmented reality, and the establishment of a globally shared intelligent certification system to advance the transformation of medical education paradigms．
目的 本研究旨在探讨不同俯卧位通气（PPV）时间对重症肺炎合并胃肠功能障碍患者肠内营养耐受性的影响。方法 选择2020年7月—2023年7月在天津市人民医院重症监护病房（MICU）治疗的80例重症肺炎合并胃肠功能障碍患者为研究对象, 按每日PPV时间分为长时组（≥12 h, n=40）和短时组（<12 h, n=40）。比较两组患者一般资料、氧合指数、胃肠功能指标[腹内压、血清促胃液素（GAS）和血管活性肠肽（VIP）]、肠内营养达标率、胃肠并发症率等。结果 短时组治疗后, 1 d、3 d、5 d氧合指数为（189.93±33.72）、（247.53±63.01）、（325.03±58.11）mmHg,高于长时组的（161.63±36.88）、（191.83±57.65）、（267.95±46.25）mmHg,均P<0.05; 胃残留量为（29.00±7.92）、（19.75±4.45）、（11.00±1.87） mL低于长时组的（75.03±23.29）、（53.13±11.99）、（21.70±5.52） mL, 均P<0.05。短时组治疗后腹内压[（8.53±2.05）mmHg vs （9.75±2.05） mmHg]、VIP水平[（61.14±7.63） vs （67.49±4.43） pg/mL]低于长时组,GAS水平[（65.02±8.84） vs （54.22±9.21）pg/mL]升高（均P<0.05）。短时组总胃肠并发症发生率（7.50%）低于长时组（25.00%）, P=0.034。结论 对于重症肺炎合并胃肠功能障碍患者,每日PPV时间≤12 h可改善氧合并降低胃肠并发症风险, 可能与减轻腹压、调节胃肠激素分泌及提升肠内营养耐受性相关。
Objective To explore the effect of different duration of prone position ventilation（PPV）on enteral nutritional tolerance in patients with severe pneumonia combined with gastrointestinal dysfunction．Methods A total of 80 patients with severe pneumonia complicated by gastrointestinal dysfunction were treated in the Medical Intensive Care Unit（MICU）of a hospital from July 2020 to July 2023, and were selected as the research subjects．They were divided into the long-duration group（≥12 hours, n=40）and the short-duration group（<12 hours, n=40）according to the daily duration of PPV．The general data, oxygenation index, gastrointestinal function indicators（intra-abdominal pressure, serum gastrin[GAS] and vasoactive intestinal peptide[VIP]）, enteral nutrition achievement rate, and gastrointestinal complications of the two groups were compared．Results The oxygenation index of the short-duration group at 1 d, 3 d,a nd 5 d after treatment（[189.93±33.72], [247.53±63.01], and[325.03±58.11] mmHg, respectively）was significantly higher than that of the long-duration group（[161.63±36.88], [191.83±57.65], and[267.95±46.25] mmHg,respectively, all P<0.05）．The gastric residual volume of the short-duration group（[29.00±7.92], [19.75±4.45], and[11.00±1.87] mL, respectively）was significantly lower than that of the long-duration group（[75.03±23.29], [53.13±11.99], and[21.70±5.52] mL, respectively, all P<0.05）．The intra-abdominal pressure（[8.53±2.05] vs [9.75±2.05] mmHg）and VIP level（[61.14±7.63] vs [67.49±4.43] pg/mL）of the short-duration group after treatment were significantly lower than those of the long-duration group, while the GAS level（[65.02±8.84] vs [54.22±9.21] pg/mL）was significantly higher（all P<0.05）．The total incidence of gastrointestinal complications in the short-duration group（7.50%）was significantly lower than that in the long-duration group（25.00%, P=0.034）．Conclusions For patients with severe pneumonia complicated by gastrointestinal dysfunction, a daily duration of PPV within 12 hours can improve oxygenation and reduce the risk of gastrointestinal complications, which may be related to the reduction of intra-abdominal pressure, regulation of gastrointestinal hormone secretion, and improvement of enteral nutrition tolerance．
铁死亡是一种以铁依赖性脂质过氧化为特征的程序性细胞死亡形式。近年来研究表明，铁死亡与缺氧应答的关键调控因子——缺氧诱导因子（HIF）存在密切关联。HIF（包括HIF-1α、HIF-2α、HIF-3α三种亚型）调控的铁死亡在结直肠癌、胃癌、溃疡性结肠炎及其他胃肠黏膜损伤性疾病中发挥作用，影响疾病的发生发展。但目前关于HIF-铁死亡通路在不同胃肠道疾病中的差异化作用及调控机制尚未完全阐明。因此，本文对HIF各亚型调控铁死亡的分子机制及其在胃肠道疾病中的作用进行综述，以期为靶向HIF-铁死亡通路治疗相关疾病提供新的思路。
Ferroptosis is a form of regulated cell death characterized by iron-dependent lipid peroxidation．Recentstudies have demonstrated a close association between ferroptosis and hypoxia-inducible factor（HIF），the key regulator of the hypoxic response．Ferroptosis regulated by HIF（comprising three isoforms：HIF-1α，HIF-2α，and HIF-3α）plays a role in colorectal cancer，gastric cancer，ulcerative colitis，and other gastrointestinal mucosal injury diseases，impacting their initiation and progression．However，the differential roles and regulatory mechanisms of the HIF-ferroptosis pathway in various gastrointestinal diseases remain incompletely elucidated．Therefore，this review summarizes the molecular mechanism networks through which individual HIF isoforms regulate ferroptosis and their roles in gastrointestinal diseases，with the aim of providing new perspectives for targeting the HIF-ferroptosis pathway to treat relevant diseases．
目的 探讨不同类型尿结石患者肠道菌群结构与尿酸代谢的相关性研究。方法 随机选取2022年5月—2023年5月广州市第一人民医院泌尿外科住院的尿结石患者60例为研究组, 选取同期体检中心健康体检人群30名为对照组,按照结石成分将研究组患者分为尿酸组和非尿酸组, 每组各30例, 所有入选患者均接受结石样本、尿样本、大便样本、血样本的采集, 所有样本经光谱、质谱、基因测序、尿常规及血生化检测 , 比较入选对象的肠道菌群及血尿生化指标变化。结果 尿酸组和非尿酸组患者的血磷（SNK-q=7.970、3.542）、血BUN（SNK-q=5.647、4.756）、血SUA（SNK-q=8.178、3.623）、血SCr（SNK-q=7.300、5.553）、血LPS（SNK-q=13.101、9.705）及24h尿酸（SNK-q=4.462、6.426）水平均高于对照组, 具有统计学意义（P<0.05）, 尿酸组和非尿酸组患者的血钙水平低于对照组（SNK-q=3.918/3.047, P<0.05）。非尿酸组患者的血磷、血SUA、血LPS均低于尿酸组, 均有统计学意义（SNK-q=4.428、4.555、3.397, P<0.05）。尿酸组和非尿酸组患者肠道中双歧杆菌数量低于对照组, 差异具有统计学意义（SNK-q=3.754、3.143, P<0.05）。非尿酸组患者肠道中乳酸杆菌数量高于对照组和尿酸组（SNK-q=4.105、3.463, P<0.05）, 尿酸组及非尿酸组患者的血尿酸及24 h尿尿酸水平与肠道双歧杆菌数量呈负相关（P<0.05）。结论 肠道双歧杆菌数量对结石患者血尿酸代谢及尿结石形成具有相关性。
Objective To explore the relationship of intestinal flora and uric acid metabolism in different urinary stones patients．Methods From May 2022 to May 2023, 60 patients with urinary stones patients in Guangzhou First People’s Hospital were selected as the study group, and 30 health check-up people in the same period of the medical examination center were selected as the control group．Study group was divided into the uric acid group and the non-uric acid group, 30 cases each group, all patients received stone samples, urine samples, stool samples,blood samples collection, mass spectrometry, gene sequencing, urine routine, blood biochemical detection were performed．Intestinal flora and blood urinary biochemical indicators of the patients were compared．Results The levels of blood phosphorus（SNK-q=7.970, 3.542）, blood BUN（SNK-q=5.647, 4.756）, blood SUA （SNK-q=8.178, 3.623）, blood SCr（SNK-q=7.300, 5.553）, blood LPS（SNK-q=13.101, 9.705）, and 24-hour urine uric acid （SNK-q=4.462, 6.426）in the uric acid group and the non-uric acid group were all higher than those in the control group,and were statistically significant（P<0.05）．The blood calcium levels of the patients in the uric acid group and the non-uric acid group were lower than those in the control group（SNK-q=3.918/3.047, P<0.05）．The blood phosphorus, blood SUA and blood LPS levels of the non-uric acid group were all lower than those of the uric acid group, and the differences were statistically significant （SNK-q=4.428, 4.555, 3.397, P<0.05）．The number of bifidobacteria in the intestines of patients in the uric acid group and the non-uric acid group was lower than that of the control group,and the differences were statistically significant（SNK-q=3.754, 3.143, P<0.05）．The number of lactobacilli in the intestines of patients in the non-uric acid group was higher than that of the control group and the uric acid group（SNK-q=4.105, 3.463, P<0.05）．The levels of blood uric acid and 24-hour urine uric acid in the uric acid group and the non-uric acid group were negatively correlated with the number of Bifidobacterium in the intestines（P<0.05）．Conclusions The number of intestinal bisidobacteria has a significant correlation with the metabolism of blood uric acid and urinary stones in patients with stones．
目的 研究同轴微导管聚乙烯醇颗粒（PVA）栓塞治疗动脉性下消化道出血患者的应用效果。方法 本研究为前瞻性研究,选择河南科技大学第一附属医院2022年1月—2023年6月收治的118例动脉性下消化道出血患者为研究对象,以计算机随机分组法将其分为常规组和试验组,各59例。两组均行数字减影血管造影检查明确出血情况,常规组予以内镜下注射止血治疗,试验组经同轴微导管PVA栓塞进行止血治疗,比较两组患者的治疗效果及预后情况。结果 在不同治疗方案下,试验组的技术成功率、临床成功率分别为89.83%（53/59）、84.75%（50/59）,均高于常规组[71.19%（42/59）、64.41%（38/59）]（χ2=11.071、10.911,P<0.05）;试验组的止血时间、凝血酶原时间（PT）、凝血酶时间（TT）分别为（50.25±10.37）min、（10.25±2.31）s、（16.33±4.47）s,均低于常规组[（55.36±10.72）min、（12.44±3.61）s、（19.35±4.23）s]（t=2.632、3.925、3.769,P<0.05）;试验组治疗后的动脉搏动指数（PI）、阻力指数（RI）分别为（1.12±0.33）（0.51±0.21）,均低于常规组[（1.65±0.41）（0.73±0.22）]（t=7.735、5.556,P<0.05）;试验组治疗7、14、30 d后的再出血率分别为5.08%（3/59）、8.47%（5/59）、10.17%（6/59）,均低于常规组[20.34%（12/59）、25.42%（15/59）、28.81%（17/59）]（χ2=10.495、10.207、11.071,P<0.05）;试验组的并发症发生率8.47%（5/59）低于常规组22.03%（13/59）,差异均具有统计学意义（χ2=7.113,P<0.05）。结论 与常规内镜下止血相比,同轴微导管PVA栓塞可显著提升动脉性下消化道出血患者的止血成功率,对缩短患者止血时间、促进凝血系统恢复、降低再出血风险及相关并发症发生风险均有积极意义。
Objective To study the effect of coaxial microcatheter PVA embolization in the treatment of patients with arterial lower gastrointestinal bleeding．Methods This study is a prospective study,118 patients with arterial lower gastrointestinal bleeding admitted between January 2022 and June 2023 were selected as the study subjects．They were randomly divided into a conventional group（59 cases）and an experimental group（59 cases）using computer randomization．Both groups underwent digital subtraction angiography examination to determine the bleeding situation．The conventional group received conventional endoscopic hemostasis treatment,while the experimental group received coaxial microcatheter PVA embolization for hemostasis treatment．The treatment efficacy and prognosis were compared between two groups．Results Under different treatment plans,the technical success rate and clinical success rate of the experimental group were 89.83%（53/59）and 84.75%（50/59）,respectively,which were higher than those of the conventional group [71.19%（42/59）and 64.41%（38/59）]（χ2=11.071、10.911,P<0.05）．The hemostatic time,PT,and TT of the experimental group were（50.25±10.37）min,（10.25±2.31）seconds,and（16.33±4.47）seconds,respectively,which were shorter than those of the conventional group [（55.36±10.72）min,（12.44±3.61）seconds,and（19.35±4.23）seconds]（t=2.632、3.925、3.769,P<0.05）．The arterial PI and RI of the experimental group after treatment were（1.12±0.33） and（0.51±0.21）,lower than those of the conventional group [（1.65±0.41）and（0.73±0.22）]（t=7.735、5.556,P<0.05）．The rebleeding rates of the experimental group after 7 days,14 days and 30 days of treatment were 5.08%（3/59）,8.47%（5/59） and 10.17%（6/59）,respectively,which were lower than those of the conventional group [20.34%（12/59）,25.42%（15/59） and 28.81%（17/59）]（χ2=10.495,10.207,11.071,P<0.05）．The incidence of complications in the experimental group was 8.47%（5/59）,which was lower than that in the conventional group 22.03%（13/59）（χ2=7.113,P<0.05）．Conclusions Compared with conventional endoscopic hemostasis,coaxial microcatheter PVA embolization can significantly improve the success rate of hemostasis in patients with arterial lower gastrointestinal bleeding,shorten the hemostasis time,promote coagulation system recovery,reduce the risk of rebleeding and related complications,with a positive significance．
目的 本研究以脑卒中患者为研究对象,通过二代Illumina高通量测序平台对患者的粪便标本进行微生物群落多样性测序。选择物种丰度≥30%的24个门类（Phylum）作为肠道菌群的研究指标,进而研究肠道菌群与脑卒后抑郁（PSD）之间的相关关系。方法 以40位脑卒中患者的24个门类作为特征变量,抑郁组和对照组为二分类目标变量,建立以Logistic回归、随机森林、支持向量机和AdaBoost为基模型的Stacking分类模型。主成分分析方法作为该模型的特征选择方法选择恰当的主成分进行模型训练,通过二分类评价报告（precision、recall、f1-score）、ROC曲线和混淆矩阵等评价指标对其性能进行评价。结果 （1）通过差异性检验分析了两组（抑郁组和对照组）的基线一致（P<0.05）;（2）从Stacking模型融合的角度定量分析了影响脑卒中后抑郁情绪的具体肠道菌群。研究结果可知,放线菌门、拟杆菌门、变形菌门和酸杆菌门在PSD患者中均增加（P<0.001）;厚壁菌门,疣微菌门,绿弯菌门和软壁菌门在PSD患者中降低（P<0.001）。结论 以上菌群是影响脑卒中后抑郁患者情绪的主要影响因素,因此,在临床上通过恰当干预肠道菌群的变化来调节脑卒中后抑郁患者的抑郁水平,这为脑卒中后抑郁情绪的诊断和治疗方案提供科学依据。
Objective In this study,patients with stroke were selected as the research object,and the microbial community diversity of patients' stool samples was sequenced by the second-generation Illumina high-throughput sequencing platform． Twenty four phylum species with 30% species abundance were selected as indicators for the study of gut microbiota,and then the correlation between gut microbiota and post-stroke depression（PSD） was studied．Methods Taking 24 categories of 40 stroke patients as characteristic variables,depression group and control group as dichotomous target variables,a stacking classification model based on Logistic regression,random forest,support vector machine and AdaBoost was established．As the feature selection method of the model,principal component analysis selects the appropriate principal components for model training,and evaluates its performance through dichotomous evaluation reports（precision,recall,f1 score）,ROC curve and confusion matrix．Results The baseline of the two groups（depression group and control group）was consistent（P<0.05）through the difference test．From the perspective of stacking model fusion,the specific intestinal flora affecting post-stroke depression was quantitatively analyzed．The results showed that Actinobacteria,Bacteroidetes,Proteobacteria and Acidobacteria were significantly increased in PSD patients（P<0.001）,while Firmicutes,Verrucomicrobia,Chloroflexi and Tenericutes were significantly decreased in PSD patients（P<0.001）．Conclusions The above microbiota are the main factors affecting the mood of patients with post-stroke depression．Therefore,in clinical practice,we can adjust the depression level of patients with post-stroke depression by properly intervening the changes of intestinal microbiota,which provides a scientific basis for the diagnosis and treatment of PSD．
目的 探讨痰涂片找抗酸杆菌、痰利福平耐药实时荧光定量核酸扩增检测技术（Xpert MTB/RIF）、分枝杆菌菌种鉴定、痰抗酸杆菌培养和血γ-干扰素释放检测技术（TB-IGRA）5种检测技术在尘肺合并肺结核临床诊断中的应用价值。方法 纳入2016年7月—2021年5月在厦门大学附属第一医院住院治疗的尘肺合并肺结核患者,按照尘肺患者是否合并肺结核,将患者分为尘肺组（156例）和尘肺合并肺结核组（111例）;比较两组患者的性别、年龄、接尘时间等一般资料,以及患者痰涂片、Xpert MTB/RIF、分枝杆菌菌种鉴定、痰培养和TB-IGRA的检测结果,分析尘肺合并肺结核患者5种检测技术阳性检出率的差异及其诊断价值。结果 在尘肺合并肺结核组中,TB-IGRA检测方法的阳性检出率最高（81.1%）,高于其他4种检测方法（P<0.01）;两两联合检测,以Xpert MTB/RIF+TB-IGRA组合的检测方式检出率最高（96.4%）,高于其他9种组合（P<0.01）。结论 TB-IGRA检测方法对尘肺合并肺结核患者的阳性检出率较高,联合Xpert MTB/RIF检测后可进一步提高诊断效率,对早期诊断尘肺是否合并结核具有重要的临床诊断价值。
Objective To investigate the value of five testing techniques in the clinical diagnosis of pneumoconiosis combined pulmonary tuberculosis,including sputum smear,Xpert Mycobacterium tuberculosis/rifampicin（Xpert MTB/RIF）,identification of Mycobacterium species,sputum acid-fast bacilli culture and tuberculosis-interferon-gamma release assays（TB-IGRA）．Methods Patients with pneumoconiosis combined with tuberculosis who were hospitalized in the First Hospital of Xiamen University from July 2016 to May 2021 were included in the study．The patients were divided into the pneumoconiosis group（156 cases）and pneumoconiosis combined with tuberculosis group（111 cases）according to whether the pneumoconiosis patients were combined with tuberculosis or not．The general data of the patients in the two groups were compared with respect to gender,age,and dust exposure time,and the results of sputum smears,Xpert MTB/RIF,identification of Mycobacterium species,sputum acid-fast bacilli culture and TB-IGRA were collected to analyze the differences and the diagnostic value in the five testing techniques of the positivity rates for patients who have pneumoconiosis combined with pulmonary tuberculosis．Results In the group with pneumoconiosis combined with tuberculosis,the positive detection rate of TB-IGRA was the highest（81.1%）,which was higher than other 4 testing methods（P<0.01）．Combined testing in pairs suggested that the testing method of Xpert MTB/RIF and TB-IGRA combination was the highest（96.4%）,significantly higher than the other 9 combinations（P<0.01）．Conclusions TB-IGRA has higher positive detection rate for patients with pneumoconiosis combined with tuberculosis,and diagnostic efficiency can be further improved by combining Xpert MTB/RIF assay testing,which is of great clinical diagnostic value for the early diagnosis of pneumoconiosis combined with tuberculosis．
目的 探讨唐氏综合征血清学筛查风险值异常孕妇选择接受无创产前基因检测（NIPT）的影响因素,为临床制定对应策略提供参考依据。方法 选取2022年1月—2022年12月唐氏综合征血清学筛查风险值异常孕妇229例,根据是否接受NIPT分为接受组（195例）与不接受组（34例）。收集两组临床资料,采用Lasso-Logistic回归分析唐氏综合征血清学筛查风险值异常孕妇接受NIPT的影响因素。结果 单因素分析显示,年龄、文化水平、居住地、家庭平均月收入、孕前优生优育检查、孕前合并生殖相关疾病、受孕方式、不良孕产史、家族史、补充叶酸、配偶意愿、NIPT认知水平、血清学风险等级是血清学筛查异常孕妇接受NIPT的影响因素（P<0.05）;Lasso回归分析筛选出7个变量,分别为年龄、文化水平、家庭平均月收入、不良孕产史、家族史、NIPT认知水平、血清学风险等级;Logistic回归分析,年龄（OR=6.269,95%CI：2.413~16.285）、文化水平（OR=4.119,95%CI：1.627~10.430）、家庭平均月收入（OR=5.102,95%CI：2.067~12.594）、不良孕产史（OR=5.247,95%CI：1.833~15.021）、家族史（OR=7.416,95%CI：2.952~18.629）、NIPT认知水平（OR=5.751,95%CI：2.338~14.146）、血清学风险等级（OR=7.866,95%CI：3.057~20.238）是血清学筛查异常孕妇接受NIPT的影响因素（P<0.05）。结论 唐氏综合征血清学筛查风险值异常孕妇选择接受NIPT的影响因素较多,包括年龄、文化水平、家庭平均月收入、不良孕产史、家族史、NIPT认知水平、血清学风险等级,能为临床提高NIPT接受度提供指导信息。
Objective To explore the influencing factors of noninvasive prenatal testing（NIPT）for pregnant women with abnormal risk value of serological screening for Down syndrome,and to provide reference for clinical development of corresponding strategies．Methods A total of 229 pregnant women with abnormal serological screening risk values for Down syndrome from January 2022 to December 2022 were selected and divided into acceptance group（195 cases）and non-acceptance group（34 cases）according to whether they received NIPT．The clinical data of the two groups were collected and Lasso-Logistic regression was used to analyze the factors influencing the acceptance of NIPT in pregnant women with abnormal serological screening risk value for Down syndrome．Results In single factor analysis,age,education level,place of residence,average monthly family income,pre-pregnancy and childbearing examination,pre-pregnancy combined with reproductive diseases,conception method,adverse pregnancy history,family history,folic acid supplementation,spouse intention,NIPT cognition level and serological risk grade were the influencing factors for the acceptance of NIPT in pregnant women with abnormal serological screening（P<0.05）．Seven variables were selected by Lasso regression analysis,which were age,education level,average monthly family income,adverse pregnancy history,family history,NIPT cognition level and serological risk level．Logistic regression analysis showed that age（OR=6.269,95%CI：2.413-16.285）,education level（OR=4.119,95%CI：1.627-10.430）,average monthly family income（OR=5.102,95%CI：2.067-12.594）,adverse pregnancy history（OR=5.247,95%CI：1.833-15.021）,family history（OR=7.416,95%CI：2.952-18.629）,NIPT cognitive level（OR=5.751,95%CI：2.338-14.146）and serological risk level（OR=7.866,95%CI：3.057-20.238）were independent influencing factors for NIPT acceptance in pregnant women with abnormal serological screening（P<0.05）．Conclusions There are many influencing factors for pregnant women with abnormal serological screening risk value to accept NIPT,including age,education level,average monthly family income,adverse pregnancy history,family history,NIPT cognition level,serological risk grade,etc．,which can provide guidance information for clinical improvement of NIPT acceptance．
