1.Application advances, ethical dilemmas, and future directions of large language models in lung cancer diagnosis and treatment
Zhizhen REN ; Yufan XI ; Xu ZHU ; Yijie LUO ; Geting HUANG ; Junqiao SONG ; Xiuyuan XU ; Nan CHEN ; Qiang PU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(03):353-362
Lung cancer is a leading cause of cancer-related morbidity and mortality worldwide. Coupled with the substantial workload, the clinical management of lung cancer is challenged by the critical need to efficiently and accurately process increasingly complex medical information. In recent years, large language models (LLMs) technology has undergone explosive development, demonstrating unique advantages in handling complex medical data by leveraging its powerful natural language processing capabilities, and its application value in the field of lung cancer diagnosis and treatment is continuously increasing. The paper systematically analyzes that the exceptional potential of LLMs in lung cancer auxiliary diagnosis, tumor feature extraction, automatic staging, progression/outcome analysis, treatment recommendations, medical documentation generation, and patient education. However, they face critical technical and ethical challenges including inconsistent performance in complex integrated decision-making (e.g., TNM staging, personalized treatment suggestions) and "black box" opacity issues, along with dilemmas such as training data biases, model hallucinations, data privacy concerns, and cross-lingual adaptation challenges ("data colonization"). Future directions should prioritize constructing high-quality multimodal corpora specific to lung cancer, developing interpretable and compliant specialized models, and achieving seamless integration with existing clinical workflows. Through dual drivers of technological innovation and ethical standardization, LLMs should be prudently advanced for holistic lung cancer management processes, ultimately promoting efficient, standardized, and personalized diagnosis and treatment practices.
2.Evaluation of the public health governance capacity in Jiangsu Province
Peiyu FENG ; Anning MA ; Peiwu SHI ; Qunhong SHEN ; Chaoyang ZHANG ; Zheng CHEN ; Chuan PU ; Lingzhong XU ; Zhaohui GONG ; Tianqiang XU ; Panshi WANG ; Chao HAO ; Zhi HU ; Mo HAO ; Hua WANG ; Chengyue LI
Shanghai Journal of Preventive Medicine 2026;38(2):146-152
ObjectiveTo evaluate the public health governance capacity in Jiangsu Province and provide an optimized pathway for the construction of a “strong, rich, beautiful, and high-quality” new Jiangsu. MethodsA total of 806 policy documents, 658 public information reports, and 148 research literatures related to public health governance capacity in Jiangsu Province from January 1995 to December 2023 were collected. The status of current public health goverance was assessed based on the evaluation criteria suitable for public health systems, and the strengths and the weaknesses of the system were identified. ResultsThe public health governance capability of Jiangsu Province was scored at 738.3 points, ranking 3rd nationally. Maternal health care and emergency response capacities achieved leading positions nationwide, both ranking 2nd. Jiangsu had exhibited a standardized guidance in the strategic level, a well-established management mechanism, an extensive coverage in information collection, and a scientifically established health targets setting. However, bottlenecks remained, including an unclear division of responsibilities across organizational departments, an insufficient public-health workforce, the absence of a stable growth mechanism for government funding investment, and difficulties in promptly identifying public needs. ConclusionJiangsu’s public-health system demonstrates leading nationally, yet several components remain underdeveloped. Future efforts should consolidate advantages while addressing weaknesses, further diversify content and forms, establish a stable funding increase mechanism, and clarify departmental functions, thereby providing solid health support for realizing the developmental goals of a “strong, rich, beautiful and high-quality” new Jiangsu.
3.Evaluation of public health governance capacity in Zhejiang Province
Haiyan LI ; Ting CHEN ; Chengyue LI ; Huihui HUANGFU ; Wei WANG ; Qunhong SHEN ; Chaoyang ZHANG ; Zheng CHEN ; Chuan PU ; Lingzhong XU ; Anning MA ; Zhaohui GONG ; Tianqiang XU ; Panshi WANG ; Hua WANG ; Chao HAO ; Zhi HU ; Peiwu SHI ; Mo HAO
Shanghai Journal of Preventive Medicine 2026;38(2):153-158
ObjectiveTo systematically assess the public health governance capacity in Zhejiang Province, to conduct an in-depth analysis of its strengths and weaknesses, so as to provide scientific basis and strategic recommendations for further enhancement. MethodsA systematic collection of policy documents, public information reports, and research literature related to public health governance capacity in Zhejiang Province from 2002 to 2023 was conducted (encompassing a total of 1 263 policy documents, 138 pieces of information reports and 631 research articles). Based on the evaluation criteria suitable for public health systems previously developed by the research team, the basic status and magnitude of change in public health governance capacity in Zhejiang Province was evaluated. Additionally, normative gap analyses were employed to identify the strengths and weaknesses. ResultsZhejiang Province ranked 4th nationwide in terms of public health governance capacity with a score of 733.4 points (1 000.0-point maximum). The province has effectively implemented the principle of health first (scoring 698.5 points in the assessment of health-first strategy implementation) and attached sufficient importance to health-related goals (scoring 658.2 points in the scientific rationality of goal setting). However, the implementation of inter-departmental coordination and incentive mechanisms only scored 178.7 points, the feasibility of management and monitoring mechanisms scored even lower at only 144.0 points, and the coverage of incentive mechanisms scored 286.0 points. ConclusionZhejiang Province has effectively implemented its health first strategy and attached great importance to health targets, but still needs to strengthen cross-departmental coordination mechanisms and health-oriented incentives.
4.Effect of water-soluble matrix of nano-pearl powder on proliferation,migration and apoptosis of mouse fibroblasts
Ling CHEN ; Qiuhua MAO ; Pu XU ; Wenbo ZHANG
Chinese Journal of Tissue Engineering Research 2026;30(2):338-344
BACKGROUND:Pearl powder is rich in many active ingredients,which can promote the proliferation and migration of fibroblasts,thus promoting wound healing and skin tissue regeneration.However,the effect of nano-pearl powder water-soluble matrix on proliferation,migration and apoptosis of mouse fibroblasts L929 has not been reported.OBJECTIVE:To investigate the effect of nano-pearl powder water-soluble matrix on the proliferation,migration and apoptosis of mouse fibroblasts L929.METHODS:Passage 6 L929 cells were divided into five groups.The negative control group did not add any material;the positive control group added PBS,and the low,medium and high mass concentration groups of water-soluble matrix were added with 10,25 and 40 μg/mL of nano-pearl powder water-soluble matrix,respectively.The proliferation of L929 cells was detected by MTT assay.The migration ability of L929 cells was detected by Transwell.The apoptosis rate of L929 cells was detected by flow cytometry.The expressions of apoptosis-related proteins Bax,Bcl-2,and Caspase-1 were detected by western blot assay.RESULTS AND CONCLUSION:(1)The results of MTT assay and Transwell chamber experiment showed that the water-soluble matrix of nano-pearl powder could promote the proliferation and migration of L929 cells,and it was concentration dependent.(2)Flow cytometry and western blot assay results showed that the water-soluble matrix of nano-pearl powder could reduce the apoptosis rate of L929 cells and the protein expression of Bax and Caspase-1,and increase the expression of Bcl-2 protein,and it was concentration dependent.(3)These findings exhibited that the water-soluble matrix of nano-pearl powder could inhibit cell apoptosis under high mass concentration treatment.The results show that the water-soluble matrix of nano-pearl powder can promote the proliferation and migration of fibroblasts and inhibit the apoptosis of fibroblasts.
5.Effect of water-soluble matrix of nano-pearl powder on proliferation,migration and apoptosis of mouse fibroblasts
Ling CHEN ; Qiuhua MAO ; Pu XU ; Wenbo ZHANG
Chinese Journal of Tissue Engineering Research 2026;30(2):338-344
BACKGROUND:Pearl powder is rich in many active ingredients,which can promote the proliferation and migration of fibroblasts,thus promoting wound healing and skin tissue regeneration.However,the effect of nano-pearl powder water-soluble matrix on proliferation,migration and apoptosis of mouse fibroblasts L929 has not been reported.OBJECTIVE:To investigate the effect of nano-pearl powder water-soluble matrix on the proliferation,migration and apoptosis of mouse fibroblasts L929.METHODS:Passage 6 L929 cells were divided into five groups.The negative control group did not add any material;the positive control group added PBS,and the low,medium and high mass concentration groups of water-soluble matrix were added with 10,25 and 40 μg/mL of nano-pearl powder water-soluble matrix,respectively.The proliferation of L929 cells was detected by MTT assay.The migration ability of L929 cells was detected by Transwell.The apoptosis rate of L929 cells was detected by flow cytometry.The expressions of apoptosis-related proteins Bax,Bcl-2,and Caspase-1 were detected by western blot assay.RESULTS AND CONCLUSION:(1)The results of MTT assay and Transwell chamber experiment showed that the water-soluble matrix of nano-pearl powder could promote the proliferation and migration of L929 cells,and it was concentration dependent.(2)Flow cytometry and western blot assay results showed that the water-soluble matrix of nano-pearl powder could reduce the apoptosis rate of L929 cells and the protein expression of Bax and Caspase-1,and increase the expression of Bcl-2 protein,and it was concentration dependent.(3)These findings exhibited that the water-soluble matrix of nano-pearl powder could inhibit cell apoptosis under high mass concentration treatment.The results show that the water-soluble matrix of nano-pearl powder can promote the proliferation and migration of fibroblasts and inhibit the apoptosis of fibroblasts.
6.Prevalence of thyroid nodules and its association with metabolic syndrome in physical examination population of Mianyang Region
Yanlin PU ; Haitao XU ; Fang HE ; Jianrong SU ; Huiying ZHAO ; Yaozhou JIA ; Li LIU
Journal of Public Health and Preventive Medicine 2026;37(3):151-154
Objective To investigate the prevalence of thyroid nodules in the physical examination population in Mianyang region and analyze its association with metabolic syndrome. Methods A retrospective study was conducted on 9 978 individuals who underwent health examinations at our hospital from January 2024 to May 2025. Thyroid examinations were performed using color Doppler ultrasound to analyze the prevalence of thyroid nodules in this population. Clinical data of all subjects were collected, and logistic regression analysis was employed to assess the association between metabolic syndrome and the risk of thyroid nodule development. Results The prevalence of thyroid nodules in the physical examination population of Mianyang region was 17.98% (1 794/9 978). The logistic regression results showed that after adjusting for gender, age, BMI, occupation, consumption of non-iodized salt, staying up late, daily sleep duration, anxiety, and depression, metabolic syndrome (OR=6.593, 95% CI: 3.961-10.975) was associated with thyroid nodules (P<0.05). Conclusion The prevalence of thyroid nodules among the physical examination population in the Mianyang area is 17.98%, and metabolic syndrome remains associated with the risk of thyroid nodules after effectively controlling for confounding factors.
7.Interpretation of the China Guidelines for the Prevention and Treatment of Diabetes(2024 Edition)
Jingxia YIN ; Li YU ; Danlan PU ; Xiaoli XU ; Yong LIAO
Journal of Chongqing Medical University 2025;50(5):557-564
In recent years,significant progress has been made in diabetes research both domestically and internationally,new diagno-sis and treatment techniques and methods have been constantly emerging,and clinical research evidence has been continuously accu-mulated and updated.To keep pace with these important developments,the Diabetes Branch of the Chinese Medical Association has ac-tively organized experts to update the China Guidelines for the Prevention and Treatment of Diabetes.This update aims to provide a more comprehensive and scientific guide for diabetes prevention and treatment,greatly promote the standardized and integrated man-agement of diabetes by clinicians,and ensure that patients receive standardized and personalized treatment plans to improve therapeu-tic outcomes and quality of life.
8.Short-term efficacy of a 3D printed microporous titanium prosthesis in the treatment of large segmental tibial defects
Yongqing XU ; Xinyu FAN ; Teng WANG ; Shaoquan PU ; Xingbo CAI ; Wei LIN ; Xi YANG ; Xia LI ; Jian SHI ; Yipeng WU ; Jian LI ; Min LIU
Chinese Journal of Orthopaedic Trauma 2025;27(6):529-535
Objective:To investigate the short-term clinical efficacy of implantation with a 3D-printed microporous titanium prosthesis in the treatment of large segmental infectious tibial defects.Methods:A retrospective analysis was conducted of the electronic medical records of the 47 patients with large segmental tibial defects who had been treated with 3D-printed microporous titanium prostheses at Department of Orthopaedics, 920th Hospital of Joint Logistics Support Force from January 2019 to February 2024. The cohort included 36 males and 11 females, with an age of (46.2±11.8) years and a mean bone defect length of 12.3 (8.0, 16.8) cm. In the 19 patients complicated with soft tissue defects, the area of soft tissue defects ranged from 10.0 cm × 6.0 cm to 33.0 cm × 10.0 cm. For the 28 patients without soft tissue defects at the lower leg, the bone defects were filled with vancomycin-loaded calcium sulfate bone cement at the first stage; for the 19 patients complicated with soft tissue defects, the soft tissue defects at the lower limb were repaired using an anterolateral thigh flap with vascular anastomosis at the same time when bone defects were filled with vancomycin-loaded calcium sulfate bone cement at the first stage. After infection control at 2 to 8 months after surgery, individualized 3D-printed microporous titanium prostheses were implanted at the second stage to reconstruct the bone defects. Postoperative observations included the patients' first standing time, crutch walking time, full weight-bearing time, osseointegration of the tibial fracture and the prosthesis, and complications during follow-up.Results:The follow-up period for the 47 patients was (34.7±14.3) months. The first standing time was (2.2±0.6) months, crutch walking time (3.8±1.1) months, and full weight-bearing time (5.3±1.2) for this cohort. The evaluation by the Paley's bone healing score resulted in 25 excellent cases, 18 good cases, 1 medium case, and 3 poor cases, giving an excellent and good rate of 91.5% (43/47). One year after operation, the X-ray films showed that the tibial fractures and prostheses were well integrated in the 43 patients. Two patients developed recurrent tibial infection which was responded to replacement of the vancomycin-loaded calcium sulfate spacer. The fixation screws for tibial prosthesis were broken in one patient, but no recurrence of infection was observed after revision. The overall incidence of complications was 6.4% (3/47).Conclusion:In the treatment of large segmental infectious tibial defects, by facilitating rapid functional recovery and ensuring a low incidence of complications, implantation with a 3D-printed microporous titanium prosthesis demonstrates fine short-term clinical efficacy.
9.Efficacy of cannulated screw internal fixation combined with quadratus femoris bone flap with preservation of the posterior superior retinaculum for femoral neck fracture in young and middle-aged patients
Huan LUO ; Tianhua ZHOU ; Chuan LI ; Luqiao PU ; Xingbo CAI ; Teng WANG ; Chen MENG ; Yaolin ZHANG ; Yongqing XU
Chinese Journal of Trauma 2025;41(1):65-71
Objective:To compare the efficacy of cannulated screw internal fixation combined with quadratus femoris bone flap with preservation of the posterior superior retinaculum and cannulated screw internal fixation alone in the treatment of femoral neck fracture in young and middle-aged patients.Methods:A retrospective cohort study was conducted to analyze the clinical data of 83 young and middle-aged patients with femoral neck fracture admitted to the 920th Hospital of Joint Logistic Support Force of PLA from January 2018 to January 2023, including 56 males and 27 females, aged 28-55 years [(42.7±3.2)years]. According to Garden classification, the fractures were classified as type III in 22 patients and type IV in 61. Based on Pauwels classification, the fractures were classified as type I in 15 patients, type II in 38 and type III in 30. Forty patients were treated with cannulated screw internal fixation combined with modified quadratus femoris bone flap (cannulated screw combined with bone flap group) and 43 with cannulated screw internal fixation alone (cannulated screw group). The two groups were compared in terms of the operation time, intraoperative blood loss, time to weight-bearing, length of hospital stay, and wound healing. The visual analogue scale (VAS) scores and Harris hip function scores at 1, 3, 6, 12 months after surgery and at the last follow-up. The postoperative complication rate was detected.Results:All the patients were followed up for 20-70 months [(40.0±1.2)months]. The operation time and intraoperative blood loss were (105.2±2.7)minutes and (100.6±16.3)ml in the cannulated screw combined with bone flap group, which were longer or more than (92.4±4.7)minutes and (92.5±14.6)ml in the cannulated screw group ( P<0.01). The time to weight-bearing was (12.1±1.4)weeks in the cannulated screw combined with bone flap group, shorter than (23.6±1.2)weeks in the cannulated screw group ( P<0.01). There was no statistically significant difference in the length of hospital stay between the two groups (P>0.05). The incisions in both groups were healed by first intention. At 1 month after surgery, no statistically significant difference was observed in VAS scores between the two groups ( P>0.05); at 3, 6, 12 months after surgery and at the last follow-up, the VAS scores were (6.6±0.2)points, (4.5±0.3)points, (3.2±0.5)points, and (2.6±0.4)points in the cannulated screw combined with bone flap group, lower than (7.0±0.1)points, (5.2±0.2)points, (3.9±0.4)points, and (3.3±0.1)points in the cannulated screw group ( P<0.05 or 0.01). At 1 and 3 months after surgery, no statistically significant difference was observed in the Harris hip function scores between the two groups ( P>0.05); at 6, 12 months after surgery and at the last follow-up, the Harris hip function scores were (82.2±1.7)points, (90.0±1.4)points, and (91.6±1.0)points in the cannulated screw combined with bone flap group, higher than (75.2±1.7)points, (83.4±1.9)points, and (85.2±0.7)points in the cannulated screw group ( P<0.01). At the last follow-up, in the cannulated screw combined with bone flap group, the Harris hip function was rated excellent in 32 patients, good in 5, and fair in 3, with an excellent and good rate of 92.5%, while in the cannulated screw group, the Harris hip function was rated excellent in 20 patients, good in 13, and fair in 10, with an excellent and good rate of 76.7% ( P<0.05). The postoperative complication rate was 5.0% (2/40) in the cannulated screw combined with bone flap group, significantly lower than 23.2% (10/43) in the cannulated screw group ( P<0.05). Conclusion:Compared with cannulated screw internal fixation alone, cannulated screw internal fixation combined with quadratus femoris bone flap with preservation of the posterior superior retinaculum has the advantages of earlier weight-bearing, less pain, better recovery of hip joint function, and lower incidence of postoperative complications in the treatment of femoral neck fracture in young and middle-aged patients, despite longer operation time and more intraoperative blood loss.
10.Causality between immune cells and hepatocellular carcinoma:a Mendelian randomization study
Yao WANG ; Pu XU ; Yunjie WANG ; Ying DING ; Xiaohua XU ; Zhuo LI
Chinese Journal of Clinical Laboratory Science 2025;43(5):362-368
Objective The causal relationship between immune cells and hepatocellular carcinoma(HCC)risk was investigated using a two-sample Mendelian randomization method.Methods The datasets including 731 immune cells and HCC were obtained from the GWAS database and Finngen database,respectively.The stability and reliability of Mendelian randomization studies were evaluated by the MR-Egger regression,MR PRESSO,Cochran's Q test,and leave one out test.The inverse variance weighting,MR-Egger,weigh-ted median,simple mode and weighted mode were used to investigate the causal relationship between immune cells and HCC.Results A total of 4 immune cells were found to have a potential causal relationship with HCC,and the results were stable.The CD3+CD39+Treg,CD80+granulocyte and CD4+Treg were protective factors for HCC(OR=0.910,95%CI:0.852-0.972;OR=0.919,95%CI:0.865-0.975;OR=0.924,95%CI:0.873-0.978),while CD45+CD33+HLA-DR+CD14+marrow cells were a risk factor for HCC(OR=1.116,95%CI:1.033-1.204).Conclusion The CD3+CD39+Treg,CD80+granulocytes,and CD4+Treg are negatively associated with the risk of HCC,while CD45+CD33+HLA-DR+CD14+marrow cells are positively associated with the risk of HCC.


Result Analysis
Print
Save
E-mail