Developing an intelligent agent for integrated traditional Chinese and western medicine diagnosis and treatment based on clinical practice guidelines is a key approach to advancing the standardization and intelligent deve-lopment of traditional Chinese medicine （TCM） and to supporting clinical decision-making. This paper argues for the necessity of building a knowledge base using guidelines as the sole data source， systematically identifies five core methodological challenges across the entire process， and proposes corresponding solutions. An ontology framework capable of distinguishing between TCM and western medicine concepts should be designed to address the difficulty of knowledge integration. A closed-loop "algorithm-based extraction-expert review" model is adopted to reduce data extraction errors. Expert consensus is incorporated to address decision gaps in specific clinical scenarios outlined in the guidelines， while a multi-stage， standardized output process for the AI system is established to eliminate model hallucinations. Furthermore， an evaluation framework reflecting clinical applicability is developed to enhance the AI system's accuracy and stability. Throughout the research process， it is essential to ensure the in-depth and continuous participation of multidisciplinary experts， strictly control the selection and quality evaluation of guidelines， and rely on the expert consensus method to address decision gaps in the knowledge base. Additionally， continuous validation and iterative optimization of intelligent agents are required to ensure the accuracy and stability of generated outputs. Limitations remain in the mechanisms for real-time knowledge synchronization in intelligent diagnostic and treatment systems， and further validation through large-scale real-world studies is warranted.

Non-small cell lung cancer (NSCLC) is the leading cause of cancer-related deaths worldwide. Although surgery can cure some early-stage resectable patients, the postoperative recurrence rate remains as high as 30%-55%. Perioperative immune checkpoint inhibitor (ICI) therapy, which includes "neoadjuvant" therapy before surgery and "adjuvant" therapy after surgery, has significantly improved survival outcomes in resectable NSCLC patients. Large clinical studies, such as Checkmate 816, have demonstrated the superiority of neoadjuvant ICIs combined with chemotherapy in increasing the pathological complete response rate (pCR) and prolonging event-free survival (EFS). However, even with these advanced treatments, some patients do not achieve long-term benefits and experience early recurrence. This paper reviews the latest research progress of perioperative ICIs in NSCLC treatment, particularly the effectiveness of neoadjuvant chemoimmunotherapy in improving pCR and extending EFS. It further explores the recurrence patterns, resistance mechanisms, and potential biomarkers in NSCLC patients after neoadjuvant immunotherapy. By integrating basic research and clinical data, we analyze the mechanisms of early recurrence following perioperative immunotherapy and discuss future research directions and therapeutic strategies, providing new insights into precision treatment and recurrence prevention for NSCLC patients.

Objective To investigate the effects of Fuzheng Touxie Prescription on pulmonary injury of Pseudomonas aeruginosa pneumonia(PAP)in rats;To discuss its possible mechanism.Methods A total of 36 SD rats were divided into blank group,model group,piperacillin group and Fuzheng Touxie Prescription low-,medium-and high-dosage groups according to random number table method,with 6 rats in each group.Except for the blank group,0.1 mL of Pseudomonas aeruginosa suspension with a concentration of 3×109 CFU/mL was injected through oral catheterization.In the blank group,0.1 mL sterile saline was injected by oral catheterization.Fuzheng Touxie Prescription low-,medium-and high-dosage groups were gavaged 1.6 mL of Fuzheng Touxie Prescription solution with the concentration of 0.43,0.86 and 1.73 g/mL respectively,the blank group and model group were gavaged equal volume of distilled water,piperacillin group was intraperitoneal injected 0.53 mL piperacillin tazobactam sodium solution with a concentration of 0.11 g/mL,once a day,for consecutive 3 days.HE staining was used to observe the pathological changes of lung tissue,lung injury score was performed and bronchial wall thickness was measured,flow cytometry was used to detect Th17/Treg ratio in peripheral blood,the serum contents of RORγt,FoxP3,TGF-β and inflammatory factors TNF-α,IL-6 and IL-10 were detected by ELISA,the mRNA expression of RORγt,FoxP3 and inflammatory factors in lung tissue were detected by RT-qPCR,the protein expressions of RORγt,FoxP3 and inflammatory factors in lung tissue were detected by Western blot.Results Compared with the blank group,a large amount of inflammatory cell infiltration was observed in lung tissue of the model group rats,accompanied by bronchial wall hyperplasia,alveolar dilation,interstitial edema,and a significant increase in lung injury score and bronchial wall thickness(P<0.01),the proportion of Th17 in peripheral blood increased(P<0.01),the proportion of Treg decreased(P<0.01),and the Th17/Treg ratio increased(P<0.05),the contents of serum RORγt,TNF-α,TGF-β and IL-6 significantly increased(P<0.01),the contents of FoxP3 and IL-10 significantly decreased(P<0.01),the mRNA and protein expressions of RORγt,TNF-α,TGF-β and IL-6 in lung tissue significantly increased(P<0.01),while the mRNA and protein expressions of FoxP3 and IL-10 significantly decreased(P<0.01).Compared with the model group,the alveoli of rats in each treatment group were relatively intact and the structure was clearer,inflammatory cell infiltration,pulmonary interstitial edema and congestion were reduced,and lung injury scores and bronchial wall thickness were reduced(P<0.05,P<0.01),the proportion of Th17 in peripheral blood decreased(P<0.05),the proportion of Treg increased(P<0.05),and the Th17/Treg ratio decreased(P<0.05)in Fuzheng Touxie Prescription high-dosage group and piperacillin group,the contents of serum RORγt,TNF-α,TGF-β and IL-6 significantly decreased in Fuzheng Touxie Prescription medium-and high-dosage groups and piperacillin group(P<0.05,P<0.01),the contents of FoxP3 and IL-10 significantly increased(P<0.05,P<0.01),the mRNA and protein expressions of RORγt,TNF-α,TGF-β and IL-6 in lung tissue significantly decreased(P<0.05,P<0.01),the mRNA and protein expressions of FoxP3 and IL-10 significantly increased(P<0.05,P<0.01).Conclusion Fuzheng Touxie Prescription can improve pulmonary inflammatory symptoms,reduce the level of inflammatory factors and increase the level of anti-inflammatory factors in PAP rats.The mechanism may be through the TGF-β/RORγt/FoxP3 pathway to regulate immune balance.

OBJECTIVE To explore the risk factors for serum COVID-19 antibodies in the population of Fuzhou to provide scientific basis for prevention and control strategies.METHODS The prospective study and the multi-stage stratified random sampling method were performed to select at least 200 subjects from each of the 12 counties(cit-ies)in Fuzhou.Questionnaires follow-ups and serum collections were conducted in Mar,Jun,Sep,and Dec.2024,respectively.The antibody levels in Dec.were divided into a high protective antibody group(IgG antibody≥50 AU/ml)and a low protective antibody group(IgG antibody≤20 AU/ml).The influencing factors of serum anti-body levels were analyzed by multivariate logistic regression model.RESULTS A total of 2816 subjects were en-rolled.In Mar,1454 subjects with high-protective antibodies were identified.After nine months of follow-up,of the 1454 subjects,344 had high protective antibodies and 369 had low protective antibodies in Dec..There were statistically significant differences in age,presence of typical symptoms after infection,underlying diseases,surgi-cal history,healing time,smoking and drinking histories between the high and low antibody groups(P<0.05).Multivariate logistic regression model showed that older age,underlying diseases,history of surgery,smoking and drinking were risk factors which could reduce antibody levels(P<0.05),while typical symptoms after infec-tion and longer recovery time were protective factors which could increase antibody levels(P<0.05).After the COVID-19 infection in spring of 2024,the serum antibody levels in Fuzhou residents showed the downward trend,especially after Sep.2024,with a more pronounced downward trend.CONCLUSIONS According to the risk factors of COVID-19 antibody levels,prevention and control efforts should be focused on the key population.It is necessa-ry to strengthen health education and carry out vaccination to maintain the levels of immunity to protect population from COVID-19 infection.

Artificial intelligence(AI)has demonstrated great potential in the diagnosis and treatment of pancreatic cancer.It plays an important role in medical imaging analysis,pathological slide recognition,drug efficacy and prognosis prediction,as well as new drug development by leveraging deep learning algorithms.Despite challenges such as data acquisition and model interpretability,advancements in technology and data sharing are expected to further enhance its role in early screening,personalized treatment,and innovative drug discovery for pancreatic cancer,ultimately improving patient outcomes.

Objective:To investigate the effects of anisodamine hydrobromide (654-1), 654-1+ norepinephrine and norepinephrine on early hemodynamic indexes of piglets with septic shock.Methods:A total of 38 healthy Bama pigs were selected as the study subjects, 32 of which were treated with lipopolysaccharide to create septic shock piglet model, and the other 6 were sham operation group. The animals were randomly divided into control group ( n=8), drug treatment group [654-1 group ( n=8), 654-1+ norepinephrine group ( n=8), norepinephrine group ( n=8)]. Hemodynamic parameters were recorded at T 0 (basic state), T 1 (successful shock modeling), T 2 (1 h after successful modeling), T 3 (2 h after successful modeling), T 4 (4 h after successful modeling), T 5 (6 h after successful modeling) and T 6 (8 h after successful modeling) respectively, including: Mean arterial pressure (MAP), cardiac index (CI), whole-heart end-diastolic volume index (GEDI), lactic acid (LAC). Results:Except for the sham operation group, MAP of all treatment groups at T 1 was significantly lower than that at T 0 (all P<0.05). MAP of all treatment groups at T 2-T 6 was significantly higher than that at T 1 (all P<0.05). T 1 MAP of all treatment groups was significantly lower than that of the sham operation group (all P<0.05). MAP at T 2-T 6 in the norepinephrine group and the 654-1+ norepinephrine group was higher than that in the control group (all P<0.05), and MAP at T 2-T 4 in the 654-1 group was significantly lower than that in the 654-1+ norepinephrine group (all P<0.05). LAC of all treatment groups at T 1-T 3 was significantly higher than that at T 0 (all P<0.05) except the sham operation group. LAC in the group 654-1 at T 4 to T 6 was significantly lower than that at T 1 (all P<0.05). LAC in the group 654-1 at T 4-T 6 was significantly lower than that in the norepinephrine group and the control group (all P<0.05). The CI of norepinephrine group at T 2, T 5 and T 6 was lower than that at T 0 (all P<0.05). There was no significant difference in CI between T 2 and T 6 compared with T 1 (all P>0.05). CI of the 654-1+ norepinephrine group at T 4 was significantly lower than that of T 0 ( P<0.05); The CI of the 654-1 group at T 2 was significantly higher than that of T 1 ( P<0.05). CI at T 1 in the 654-1+ norepinephrine group was significantly lower than that in the sham operation group (all P<0.05). The GEDI at T 1 to T 5 in the 654-1 group was significantly lower than that at T 0 in the 6541+ norepinephrine group (all P<0.05), and the GEDI at T 1 to T 2 was significantly lower than that at T 0 in the 6541+ norepinephrine group (all P<0.05), while the GEDI at T 2 and T 4 was higher than that at T 1 (all P<0.05). Conclusions:MAP decreased significantly in septic shock, LAC increased significantly in the early stage of shock. 654-1 can improve MAP in early stage of septic shock, and significantly reduce LAC level in early stage of septic shock.

Objective:To investigate the effects of anisodamine hydrobromide (654-1), 654-1+ norepinephrine and norepinephrine on early hemodynamic indexes of piglets with septic shock.Methods:A total of 38 healthy Bama pigs were selected as the study subjects, 32 of which were treated with lipopolysaccharide to create septic shock piglet model, and the other 6 were sham operation group. The animals were randomly divided into control group ( n=8), drug treatment group [654-1 group ( n=8), 654-1+ norepinephrine group ( n=8), norepinephrine group ( n=8)]. Hemodynamic parameters were recorded at T 0 (basic state), T 1 (successful shock modeling), T 2 (1 h after successful modeling), T 3 (2 h after successful modeling), T 4 (4 h after successful modeling), T 5 (6 h after successful modeling) and T 6 (8 h after successful modeling) respectively, including: Mean arterial pressure (MAP), cardiac index (CI), whole-heart end-diastolic volume index (GEDI), lactic acid (LAC). Results:Except for the sham operation group, MAP of all treatment groups at T 1 was significantly lower than that at T 0 (all P<0.05). MAP of all treatment groups at T 2-T 6 was significantly higher than that at T 1 (all P<0.05). T 1 MAP of all treatment groups was significantly lower than that of the sham operation group (all P<0.05). MAP at T 2-T 6 in the norepinephrine group and the 654-1+ norepinephrine group was higher than that in the control group (all P<0.05), and MAP at T 2-T 4 in the 654-1 group was significantly lower than that in the 654-1+ norepinephrine group (all P<0.05). LAC of all treatment groups at T 1-T 3 was significantly higher than that at T 0 (all P<0.05) except the sham operation group. LAC in the group 654-1 at T 4 to T 6 was significantly lower than that at T 1 (all P<0.05). LAC in the group 654-1 at T 4-T 6 was significantly lower than that in the norepinephrine group and the control group (all P<0.05). The CI of norepinephrine group at T 2, T 5 and T 6 was lower than that at T 0 (all P<0.05). There was no significant difference in CI between T 2 and T 6 compared with T 1 (all P>0.05). CI of the 654-1+ norepinephrine group at T 4 was significantly lower than that of T 0 ( P<0.05); The CI of the 654-1 group at T 2 was significantly higher than that of T 1 ( P<0.05). CI at T 1 in the 654-1+ norepinephrine group was significantly lower than that in the sham operation group (all P<0.05). The GEDI at T 1 to T 5 in the 654-1 group was significantly lower than that at T 0 in the 6541+ norepinephrine group (all P<0.05), and the GEDI at T 1 to T 2 was significantly lower than that at T 0 in the 6541+ norepinephrine group (all P<0.05), while the GEDI at T 2 and T 4 was higher than that at T 1 (all P<0.05). Conclusions:MAP decreased significantly in septic shock, LAC increased significantly in the early stage of shock. 654-1 can improve MAP in early stage of septic shock, and significantly reduce LAC level in early stage of septic shock.

Objective To investigate the effects of Fuzheng Touxie Prescription on pulmonary injury of Pseudomonas aeruginosa pneumonia(PAP)in rats;To discuss its possible mechanism.Methods A total of 36 SD rats were divided into blank group,model group,piperacillin group and Fuzheng Touxie Prescription low-,medium-and high-dosage groups according to random number table method,with 6 rats in each group.Except for the blank group,0.1 mL of Pseudomonas aeruginosa suspension with a concentration of 3×109 CFU/mL was injected through oral catheterization.In the blank group,0.1 mL sterile saline was injected by oral catheterization.Fuzheng Touxie Prescription low-,medium-and high-dosage groups were gavaged 1.6 mL of Fuzheng Touxie Prescription solution with the concentration of 0.43,0.86 and 1.73 g/mL respectively,the blank group and model group were gavaged equal volume of distilled water,piperacillin group was intraperitoneal injected 0.53 mL piperacillin tazobactam sodium solution with a concentration of 0.11 g/mL,once a day,for consecutive 3 days.HE staining was used to observe the pathological changes of lung tissue,lung injury score was performed and bronchial wall thickness was measured,flow cytometry was used to detect Th17/Treg ratio in peripheral blood,the serum contents of RORγt,FoxP3,TGF-β and inflammatory factors TNF-α,IL-6 and IL-10 were detected by ELISA,the mRNA expression of RORγt,FoxP3 and inflammatory factors in lung tissue were detected by RT-qPCR,the protein expressions of RORγt,FoxP3 and inflammatory factors in lung tissue were detected by Western blot.Results Compared with the blank group,a large amount of inflammatory cell infiltration was observed in lung tissue of the model group rats,accompanied by bronchial wall hyperplasia,alveolar dilation,interstitial edema,and a significant increase in lung injury score and bronchial wall thickness(P<0.01),the proportion of Th17 in peripheral blood increased(P<0.01),the proportion of Treg decreased(P<0.01),and the Th17/Treg ratio increased(P<0.05),the contents of serum RORγt,TNF-α,TGF-β and IL-6 significantly increased(P<0.01),the contents of FoxP3 and IL-10 significantly decreased(P<0.01),the mRNA and protein expressions of RORγt,TNF-α,TGF-β and IL-6 in lung tissue significantly increased(P<0.01),while the mRNA and protein expressions of FoxP3 and IL-10 significantly decreased(P<0.01).Compared with the model group,the alveoli of rats in each treatment group were relatively intact and the structure was clearer,inflammatory cell infiltration,pulmonary interstitial edema and congestion were reduced,and lung injury scores and bronchial wall thickness were reduced(P<0.05,P<0.01),the proportion of Th17 in peripheral blood decreased(P<0.05),the proportion of Treg increased(P<0.05),and the Th17/Treg ratio decreased(P<0.05)in Fuzheng Touxie Prescription high-dosage group and piperacillin group,the contents of serum RORγt,TNF-α,TGF-β and IL-6 significantly decreased in Fuzheng Touxie Prescription medium-and high-dosage groups and piperacillin group(P<0.05,P<0.01),the contents of FoxP3 and IL-10 significantly increased(P<0.05,P<0.01),the mRNA and protein expressions of RORγt,TNF-α,TGF-β and IL-6 in lung tissue significantly decreased(P<0.05,P<0.01),the mRNA and protein expressions of FoxP3 and IL-10 significantly increased(P<0.05,P<0.01).Conclusion Fuzheng Touxie Prescription can improve pulmonary inflammatory symptoms,reduce the level of inflammatory factors and increase the level of anti-inflammatory factors in PAP rats.The mechanism may be through the TGF-β/RORγt/FoxP3 pathway to regulate immune balance.

Artificial intelligence(AI)has demonstrated great potential in the diagnosis and treatment of pancreatic cancer.It plays an important role in medical imaging analysis,pathological slide recognition,drug efficacy and prognosis prediction,as well as new drug development by leveraging deep learning algorithms.Despite challenges such as data acquisition and model interpretability,advancements in technology and data sharing are expected to further enhance its role in early screening,personalized treatment,and innovative drug discovery for pancreatic cancer,ultimately improving patient outcomes.

OBJECTIVE To explore the risk factors for serum COVID-19 antibodies in the population of Fuzhou to provide scientific basis for prevention and control strategies.METHODS The prospective study and the multi-stage stratified random sampling method were performed to select at least 200 subjects from each of the 12 counties(cit-ies)in Fuzhou.Questionnaires follow-ups and serum collections were conducted in Mar,Jun,Sep,and Dec.2024,respectively.The antibody levels in Dec.were divided into a high protective antibody group(IgG antibody≥50 AU/ml)and a low protective antibody group(IgG antibody≤20 AU/ml).The influencing factors of serum anti-body levels were analyzed by multivariate logistic regression model.RESULTS A total of 2816 subjects were en-rolled.In Mar,1454 subjects with high-protective antibodies were identified.After nine months of follow-up,of the 1454 subjects,344 had high protective antibodies and 369 had low protective antibodies in Dec..There were statistically significant differences in age,presence of typical symptoms after infection,underlying diseases,surgi-cal history,healing time,smoking and drinking histories between the high and low antibody groups(P<0.05).Multivariate logistic regression model showed that older age,underlying diseases,history of surgery,smoking and drinking were risk factors which could reduce antibody levels(P<0.05),while typical symptoms after infec-tion and longer recovery time were protective factors which could increase antibody levels(P<0.05).After the COVID-19 infection in spring of 2024,the serum antibody levels in Fuzhou residents showed the downward trend,especially after Sep.2024,with a more pronounced downward trend.CONCLUSIONS According to the risk factors of COVID-19 antibody levels,prevention and control efforts should be focused on the key population.It is necessa-ry to strengthen health education and carry out vaccination to maintain the levels of immunity to protect population from COVID-19 infection.