With the continuous deepening of the concept of precision diagnosis and treatment for lung cancer, how to achieve higher efficiency and accuracy in the screening, diagnosis, and treatment pathways in clinical practice has become an important issue that urgently needs to be overcome. The current clinical difficulty lies in the fact that despite continuous advancements in imaging and molecular diagnostic technologies, there are still limitations in manual efficiency and subjective experience when it comes to massive data analysis and multi-scale feature extraction. Artificial intelligence (AI), especially algorithm systems based on deep learning, is an innovative technology capable of deeply empowering medical big data. This method utilizes algorithms such as convolutional neural networks, combined with radiomics, pathomics, and multi-modal data fusion analysis, demonstrating immense potential in early precise detection and benign-malignant differentiation of pulmonary nodules, digital pathological subtype recognition and non-invasive prediction of driver genes, precise 3D surgical planning and automatic delineation of radiotherapy target volumes, as well as dynamic risk warning during follow-up. This innovative technology provides a brand-new solution for realizing intelligent and individualized lung cancer diagnosis and treatment models. This consensus, based on the latest evidence from evidence-based medicine and combined with the development trends in the AI field and real-world clinical needs, was ultimately formed by gathering the consensus opinions of multidisciplinary experts in radiology, pathology, thoracic surgery, and other fields. The main content covers the application specifications of AI in the three core scenarios of lung cancer screening, diagnosis, and treatment, the technical standards for data collection and algorithm validation, as well as the ethical and regulatory challenges faced at the current stage. It aims to clarify the applicable boundaries of AI as a clinical auxiliary decision support tool, providing scientific guidance and standardized exploration directions for peers currently engaged in or planning to carry out AI-assisted clinical diagnosis, treatment, and translation of lung cancer.

Although global brain science research has progressed rapidly in recent decades, several fundamental questions in neuroscience remain unresolved. In particular, the physical mechanism underlying neural signal transmission remains controversial, and the carriers responsible for neural information storage and retrieval have not yet been fully clarified. These unresolved issues motivate us to re-examine the processes of neural information generation, transmission, integration, storage, and retrieval from multiple perspectives. A key observation is that neural electromagnetic activities are closely associated with time. Their duration, temporal structure, and dynamic evolution play crucial roles in neural information processing. In this work, we analyze neural electromagnetic activities from the perspective of temporal scales (referred to here as the “time course”). By reviewing and integrating findings from previous studies, we examine the characteristic time requirements and dynamic features of neural processes occurring at different stages of information processing. These stages include neural signal generation, signal transmission along axons, synaptic integration, synaptic plasticity, and memory formation and retrieval. Based on this temporal analysis, we outline a framework describing neural electromagnetic activities across a wide range of time scales, spanning from microseconds to minutes, hours, or even longer periods associated with long-term memory, which suggests that neural information processing involves multiple physical processes operating at different time levels. Rapid electromagnetic events may occur on microsecond scales, whereas electrophysiological phenomena such as action potentials typically last on the order of milliseconds. Longer time scales are associated with synaptic plasticity and memory-related processes. From this perspective, we propose that the physical carrier of neural information may be transient electromagnetic pulses with durations on the microsecond scale. In this framework, action potentials can be interpreted as the macroscopic electrophysiological manifestation of underlying electromagnetic processes triggered by ionic currents across neuronal membranes. Rather than being the fundamental neural signal itself, the action potential may represent a measurable membrane-level response associated with the successful activation of these electromagnetic events. Moreover, we discuss a possible mechanism for long-term memory storage. Considering the apparent temporal contradiction between the millisecond-scale excitation of neurons and the long-term persistence of memories, we believe that long-term memory information may be stored within neural network topologies formed by electrical synapse coupling. Such structures, referred to as electrically coupled memory networks (ECMNs), may enable neurons within the same network to respond rapidly and synchronously to stimuli, thereby facilitating efficient memory retrieval. Overall, this study emphasizes the importance of considering the temporal organization of neural electromagnetic activities when interpreting neural signaling mechanisms. It may provide new insights into the physical nature of neural information carriers and the mechanisms of memory storage and retrieval. Furthermore, highlighting the potential role of electromagnetic interactions in neural activity may contribute to the development of new theoretical frameworks and experimental approaches in neuroscience. Such perspectives may also offer valuable references for future research on neural coding, brain function mechanisms, and neuromodulation technologies.

This paper reports the diagnosis and treatment process of a patient with severe anemia caused by hookworm and Ascaris lumbricoides co-infections, so as to provide insights into clinical diagnosis and treatment and avoid misdiagnosis and under-diagnosis of parasitic infections. Living parasites were found by endoscopy, which were morphologically identified as hookworm and A. lumbricoides, and routine stool examinations detected hookworm and A. lumbricoides eggs. The patient was diagnosed with severe anemia caused by hookworm and A. lumbricoides co-infections by means of clinical symptoms, epidemiological history, endoscopic findings, and laboratory tests. Following blood transfusion, hemostasis, oral administration with albendazole, and symptomatic treatments, the patient showed remarkable symptomatic improvement and had a good prognosis.

Objective:To explore the predictive value of preoperative CT angiography (CTA) for incomplete endothelialization of the occluder after left atrial appendage closure (LAAC) in patients with atrial fibrillation.Methods:The clinical data of 92 atrial fibrillation patients underwent LAAC in the Tangdu Hospital of Air Force Military Medical University from January 2022 to June 2024 were retrospectively analyzed. CTA examinations were performed both before operation and 3 months after operation. Before operation, the long diameter of left atrial appendage opening, short diameter of left atrial appendage opening, area of left atrial appendage opening, diameter of anchoring area and effective depth were measured. After operation, the condition of occluder endothelialization was evaluated, and the patients were divided into the completely endothelialization group and the incomplete endothelialization group. Multivariate Logistic regression analysis was used to analyze the independent risk factors of occluder incomplete endothelialization after LAAC in patients with atrial fibrillation. The predictive value of independent risk factors was evaluated by the receiver operating characteristic (ROC) curve.Results:Among the 92 patients, CTA 3 months after the operation showed that 58 cases had complete occluder endothelialization (complete endothelialization group), and 34 cases had occluder incomplete endothelialization (incomplete endothelialization group). Before operation, the long diameter of left atrial appendage opening, short diameter of left atrial appendage opening, area of left atrial appendage opening and diameter of anchoring area in incomplete endothelialization group were significantly larger than those in complete endothelialization group: (28.35 ± 1.77) mm vs. (26.21 ± 2.21) mm, (22.09 ± 2.01) mm vs. (20.86 ± 1.75) mm, (512.76 ± 63.35) mm 2 vs. (453.83 ± 75.39) mm 2 and (24.71 ± 2.50) mm vs. (23.12 ± 2.40) mm, and there were statistical differences ( P<0.01); there was no statistical difference in effective depth between the two groups ( P>0.05). Multivariate Logistic regression analysis result showed that the long diameter of left atrial appendage opening before operation was an independent risk factor for occluder incomplete endothelialization after LAAC in patients with atrial fibrillation ( OR = 2.141, 95% CI 1.217 to 3.768, P<0.01). ROC curve analysis result showed that the area under the curve of the long diameter of left atrial appendage opening before operation for predicting occluder incomplete endothelialization after LAAC in patients with atrial fibrillation was 0.768 (95% CI 0.674 to 0.862, P<0.01), the optimal cut-off value was 26.5 mm, the sensitivity was 88.2%, and the specificity was 55.2%. Conclusions:A larger long diameter of left atrial appendage opening before operation can lead to occluder incomplete endothelialization after LAAC in patients with atrial fibrillation.

AIM:To investigate autophagic status in ischemic stroke with Liver Yang Hyperactivity and the mechanism of Tianma Gouteng Decoction(TMGTD).METHODS:SD rats were divided into sham,model,TMGTD high/medium/low-dose(20.52/10.26/5.13 g·kg-1·d-1),and Nimodipine(30 mg·kg-1·d-1)groups.A Liver Yang Hyperactivity and cerebral ischemia-reperfusion model was es-tablished using Fuzi Decoction(2 g·kg-1·d-1)and thread-occlusion.After 21 days of Fuzi decoction pretreatment,rats received daily drug administra-tion for 12 days.Syndrome indicators(irritability,24-hour water intake,24-hour urine volume,facial temperature)were recorded,plasma NE,E,cAMP,and cGMP were measured by ELISA,neurological function was assessed using Zea Longa and mNSS methods,brain histopathology was evaluated by HE staining,protein expression of soluble/insoluble p62 and LC3B was detected by Western blot,au-tophagy-related genes were analyzed by PCR array,additionally,mRNA and protein levels of CXCR4 and CXCL12 were measured by qRT-PCR and Western blot.RESULTS:Compared to the sham group,the model group showed increased irritability,24-hours water intake,24-hours urine volume,facial temper-ature,and level of NE,E,cGMP(P＜0.01),neurologi-cal scores(P＜0.01),LC3B-Ⅱ,insoluble p62,CXCR4,CXCL12 expression(P＜0.01),but decreased soluble p62(P＜0.01).TMGTD groups exhibited reduced irri-tability,water intake,urine volume,facial tempera-ture,NE,E,cGMP(P＜0.05,P＜0.01),neurological scores(P＜0.05,P＜0.01),p62 expression(P＜0.01),alongside increased LC3B-Ⅱ(P＜0.01)and improved cortical pathology.TMGD also reversed dysregulat-ed autophagy-apoptosis genes(CXCR4,Lamp1,Tgfb1,APP,Rab24)and reduced CXCR4,CXCL12 ex-pression(P＜0.01).CONCLUSION:In the Liver Yang Hyperactivity and cerebral ischemia-reperfusion model,autophagy genes were activated but flux was impaired,and Tianma Gouteng Decoction may protect by restoring autophagic flux and inhibiting the CXCL12/CXCR4 axis.

Objective:To analyze the differences in screening neonatal glucose-6-phosphate dehydrogenase (G6PD) deficiency in different birth seasons, establish screening thresholds for G6PD concentration in each season using indirect methods, and verify the reliability of the results.Methods:This was a cross-sectional study.A total of 140 823 newborns were collected from the Neonatal Screening Center of Shanghai Children′s Hospital from January 2020 to December 2023, including 41 029 cases, 35 796 cases, 33 969 cases and 30 029 cases in spring, summer, autumn and winter groups, respectively.The concentration of G6PD on the dried blood filter paper was determined using an automatic fluorescence analyzer.The distribution and statistical index of concentration values in four seasons were analyzed.The Kolmogorov-Smirnov test was used for normal distribution.The skewed distribution data was converted into approximately normal distribution using Box-Cox.Outliers were eliminated using the interquartile range (Turkey) method.The cumulative frequency distribution map was drawn through R language programming.The linear regression equation Y=B X+ A was fitted.The 0.5th percentile ( P0.5) was used as the screening threshold, which was compared with the reference value given by the manufacturer or laboratory and with the reference change value (RCV). Results:In the spring group, the positive rate was 4.02‰, 91 cases were confirmed, and the incidence was 1∶451.In the summer group, the positive rate was 7.18‰, 90 cases were confirmed, and the incidence was 1∶398.In the autumn group, the positive rate was 3.21‰, 86 cases were confirmed, and the incidence was 1∶395.In the winter group, the positive rate was 2.26‰, 61 cases were confirmed, and the incidence was 1∶492.The incidence rate did not change significantly in the four seasons ( P>0.05).The G6PD concentrations in the four seasons were compared in pairs, and the result was winter>autumn>spring>summer.The thresholds for G6PD screening were established indirectly: 25.08 U/dL, 22.83 U/dL, 26.63 U/dL and 38.01 U/dL in spring, summer, autumn and winter groups, respectively.The relative deviation in the threshold between the summer group and the laboratory was lower than RCV, while that between the other groups was higher than RCV.According to the screening threshold, the negative and positive conformity rates of 12 batches of 120 samples in the inter-laboratory evaluation program of Chinese Taiwan Preventive Medicine Foundation of China reached 100%. Conclusions:There is no difference in the incidence of G6PD deficiency between birth seasons.It is feasible to establish the screening threshold in each season using indirect methods, which is conducive to improving the efficiency of screening.

Objective:To explore and evaluate the optimization and application of case-based learning (CBL) in the reform practice for integrated curriculum of the digestive system.Methods:The 174 undergraduate students majoring in eight-year clinical medicine enrolled in 2019 at the Peking University Health Science Center were selected as research objects. CBL was used in the integration and optimization of the digestive system curriculum. These included increasing class hours, selecting disease modules, lesson preparation involving multi-disciplinary teachers, and joint teaching. Upon completion of teaching, a comprehensive evaluation of teaching effectiveness was conducted through questionnaires administrated to teachers and students, feedback from supervision experts, and scores of students. SPSS 21.0 was used for the t-test and a reliability analysis was conducted on the questionnaire results. Results:Teachers, students, and supervision experts were highly satisfied with CBL. More than 95% of teachers believed that joint teaching facilitated the sharing of diverse professional knowledge among teachers, enhanced the in-depth instruction of imaging knowledge, promoted the transformation of teaching ideas, and improved teaching ability. More than 70% of students agreed that joint teaching deepened their understanding of diseases, stimulated learning interest, and established a theoretical foundation for clinical practice. The average score of class performance was (47.60±2.41) points (a total score of 50 points). The answers of students to case-based questions in final exams were satisfactory. The average score of final evaluation was (82.24±8.82) points.Conclusions:The optimization and application of CBL in the integrated curriculum of the digestive system is highly accepted by teachers and students. This method improves the interest of learning and facilitates the establishment of overall medical thinking and clinical thinking in students.

Objective To establish a backpack-based field emergency medical rescue equipment system to enhance emergency rescue efficiency.Methods A backpack-based field emergency medical rescue equipment system was preliminarily constructed with the concept of medical treatment in echelons and prolonged field care(PFC)and the method of capability-based equipment need analysis;with the Delphi method 15 experts from relevant fields were invited to execute two rounds of questionnaire consultations,and the final equipment system was determined after the equipment varieties and quantities were revised based on the expert opinions.Results The response rate for the two rounds of expert questionnaire surveys was 100%.The experts'authority coefficients were 0.8734 and 0.87,respectively;Kendall coefficients were 0.232 and 0.345(both P<0.001),indicating statistically significant results.Ultimately,a backpack-based field emer-gency medical rescue equipment system comprising 15 backpacks and 158 individual pieces of equipment was established.Conclusion The established system demonstrates a certain degree of specificity and practicability,providing references for the equipment allocation and utilization of emergency medical rescue teams.[Chinese Medical Equipment Journal,2025,46(10):17-22]

Objective:To investigate factors influencing frequent episodes (≥ 4 episodes within 1 year) in children with moderate-to-severe atopic dermatitis (AD) in China.Methods:A national multicenter cross-sectional study was conducted. Patients under the age of 18 years diagnosed with moderate-to-severe AD were enrolled at dermatology clinics in 18 medical institutions across 12 provinces and municipalities in China between June 12 and August 8, 2023. At the time of the visit, their guardians completed a structured questionnaire covering demographic characteristics, clinical features of AD, personal and family history, factors associated with frequent episodes of moderate-to-severe AD, compliance with treatment, and disease awareness. Statistical analyses included t tests, one-way analysis of variance, rank-sum tests, and chi-square tests, with multiple-response analysis applied for multiple-choice questions. Results:A total of 965 valid questionnaires were collected, and 965 children with moderate-to-severe AD were included. Among them, there were 531 males and 434 females, 678 (70.3%) were aged 2 - < 12 years, 837 (86.7%) were from urban areas, the age at onset was 2.47 ± 3.03 years, and the median frequency of AD episodes in the past year was 4 times. These children were divided into 2 groups based on the median episode frequency: < 4-episode group (439 cases, 45.5%) and ≥ 4-episode group (526 cases, 54.5%). Compared with the < 4-episode group, children in the ≥ 4-episode group showed younger ages at onset (2.22 ± 2.98 years vs. 2.76 ± 3.06 years, P = 0.006) and higher proportions of patients with comorbid allergic diseases in both the children themselves (82.9% [436/526] vs. 69.7% [306/439], χ2 = 23.42, P < 0.001) and their relatives (66.0% [347/526] vs. 57.4% [252/439], χ2 = 7.46, P = 0.006). Children in the ≥ 4- episode group also had higher monthly usage of moisturizers (150 [30, 300] g vs. 60 [6, 200] g) and daily frequency of moisturizer use, greater disease awareness, but more severe fear of medication use (all P < 0.05). The region and the human development index level were both significantly associated with the episode frequency (both P < 0.001), with the highest proportion of children from South China in the ≥ 4- episode group (36.3%, 191/526). Children in the ≥ 4-episode group also had a longer duration of topical glucocorticoid use than those in the < 4-episode group ( Z = -2.21, P = 0.027). External triggers associated with AD episodes mainly included heat exposure (50.36%, 486/965), hot water bathing (40.73%, 393/965), seafood (23.52%, 227/965), and dust mites (33.37%, 322/965) . Conclusion:In children with moderate-to-severe AD in China, factors influencing frequent episodes may include residence in southern or economically developed regions, earlier age at onset, having a personal or family history of allergic diseases, and fear of medication use.

This article reported a case of autosomal dominant intellectual developmental disorder type 22 caused by a heterozygous mutation in the ZBTB18 gene. At 24 +4 weeks of gestation, prenatal ultrasound indicated a short outer diameter of the fetal corpus callosum and bilateral ventricular dilatation. Whole-genome copy number variation analysis of the fetus showed no abnormalities. Whole exome sequencing (WES) and Sanger sequencing validation of the family revealed the fetus carried a c.1374_1383del(p.S459*) heterozygous mutation in the ZBTB18 gene (NM_205768.3), which was neither phenotypically present nor genotypically detected in the parents, suggesting a de novo mutation. Based on the clinical manifestations, the fetus was diagnosed with autosomal dominant intellectual developmental disorder type 22. After genetic counseling, the pregnant woman opted for termination of the pregnancy. This case highlights the correlation between prenatal ultrasonic detection of callosal dysgenesis and lateral ventricular enlargement and intellectual developmental disorders caused by gene mutations. Furthermore, it expands the mutation spectrum of the ZBTB18 gene, thereby facilitating prenatal diagnosis and genetic counseling.