1.Expert consensus on the application of artificial intelligence in lung cancer screening, diagnosis, and treatment (2026 edition)
Wenzhao ZHONG ; Haibo WANG ; Yi HU ; Hao ZHANG ; Jigang DAI ; Junqiang FAN ; Guibin QIAO ; Fan YANG ; Jian HU ; Fengwei TAN ; Xuening YANG ; Qiang PU ; Zihao CHEN ; Hongxia TIAN ; Lunxu LIU ; Hecheng LI ; Xiaolong YAN ; Zongyang YU ; Zhenbin QIU ; Yihua SUN ; Jing HU ; Yuhang SHI ; Zhifei GUO ; Peng ZHANG ; Kezhong CHEN ; Shugeng GAO ; Yilong WU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(06):848-856
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.
2.Pharmacodynamic Substances and Mechanisms of Xinglou Chengqi Tang in Treating Post-stroke Complications: A Review
Yujin ZHANG ; Xiangzhuo LIU ; Zhouyang CHEN ; Zihao SONG ; Xinyi LIU ; Yizhi YAN ; Chaoya LI ; Yingyan FANG ; Shasha YANG ; Xueqin CHENG ; Zhou XIE ; Sijie TAN ; Peng ZENG ; Yue ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(1):327-337
Stroke is the leading cause of death and disability among adults in China, and its common complications include digestive system abnormalities, cognitive impairment, depression, stroke-associated pneumonia, and hemiplegia. The combination of traditional Chinese and Western medicine has great potential in treating post-stroke complications. Xinglou Chengqitang (XLCQT) is a representative prescription of alleviating the disease in the upper part by treating the lower part. It has definite therapeutic effect and high safety. Clinically, XLCQT is often used to treat stroke and its complications. However, the quantity and quality of clinical trials of XLCQT in treating post-stroke complications need to be improved. Additionally, since the basic research is weak, the material basis and multi-target mechanism for the efficacy of this prescription are unknown. This article reviews XLCQT in terms of the pharmacodynamic basis, medicinal properties, safety evaluation, and progress in clinical research and mechanisms in treating post-stroke complications. This article summarizes 22 key active ingredients of XLCQT in treating acute stroke complicated with syndrome of phlegm heat and fu-organ excess. Among these key active ingredients, resveratrol, kaempferol, luteolin, chrysoeriol, apigenin, (+)-catechin, and adenosine have good pharmacokinetic properties and high bioavailability. The mechanisms of XLCQT in treating post-stroke complications are complex, including inflammatory response, brain-gut axis, hypothalamic-pituitary-adrenal (HPA) axis, intestinal flora, neurotrophic factors, autophagy, oxidative stress, and free radical damage. This review helps to deeply understand the pharmacodynamic basis and mechanisms of XLCQT in treating post-stroke complications and provides a theoretical basis for the clinical application of XLCQT against post-stroke complications and the development of drugs.
3.Research advances in screening methods for pancreatic lipase inhibitors
Xinyi ZHANG ; Xiaoyu WU ; Zihao TAO ; Shuchang WEI ; Lei ZHAO ; Wenda DUAN ; Yanlong PAN ; Abuduaini Dilinigaer ; Yinyun MA
Journal of China Pharmaceutical University 2026;57(2):163-171
Obesity and its related metabolic diseases have become a major global public health threat, and its rising incidence significantly increases the risk of cardiovascular and cerebrovascular diseases, diabetes and other complications. Pancreatic lipase is a key enzyme that converts food-borne lipids into triglycerides and fatty acids, and the effective inhibition of its activity has become an important strategy for the treatment of obesity. This paper discusses the screening methods of pancreatic lipase inhibitors, and summarizes and reviews the basic principles, advantages and disadvantages and application status of traditional screening methods, modern new screening methods and virtual screening methods. In view of the problems faced by the screening methods of pancreatic lipase inhibitors, future research urgently needs to move towards a collaborative innovation path of multi-technology integration, intelligent screening and complex systematization of traditional Chinese medicine, so as to open up new research paradigms.
4.Treating Vulnerable Atherosclerotic Plaque from the Perspective of "Abscess and Ulcer within the Vessels"
Yajie WANG ; Min WU ; Zihao ZHANG ; Zeping WANG ; Longtao LIU
Journal of Traditional Chinese Medicine 2026;67(12):1349-1352
The morphological characteristics and pathological progression of vulnerable plaques in atherosclerosis (AS) exhibit a high degree of similarity to the concept of "abscesses and ulcers" in traditional Chinese medicine (TCM). Therefore, vulnerable atherosclerotic plaques can be analogized as "abscesses and ulcers within the vessels", for which deficiency, stasis and toxin constitute the core pathogenesis. The pathological evolution progresses through three sequential stages, deficiency leading to pathological substances, with phlegm and stasis accumulating into a mass; the mass transforming into putridity, with internal decay and external thinning; putridity brewing toxin, and toxin accumulation threatening rupture, ultimately resulting in plaque instability. Accordingly, a stage-specific treatment strategy is established. In the early stage, it is suggested to supplement deficiency, resolve the mass, dissipate stasis, and prevent putridity, using Liujunzi Decoction (六君子汤) combined with Danshen Decoction (丹参饮) with modifications. In the middle stage, the treatment should focus on transforming putridity to generate new tissue, and rectifying healthy qi to consolidate the body, with modified Tuoli Xiaodu Powder (托里消毒散). In the late stage, the treatment principle is clearing and resolving putridity toxin, cooling the blood, and preventing ulcerative rupture, using modified Simiao Yong'an Decoction (四妙勇安汤) combined with Xijiao Dihuang Decoction (犀角地黄汤).
5.Pathophysiological Effects of Cold Environment on Gastrointestinal Blast Combined Injury in Beagle Dogs
Tiantian GONG ; Xinpei WANG ; Tiange GUO ; Yang AN ; Zihao MENG ; Minghui YAO ; He ZHANG
Laboratory Animal and Comparative Medicine 2026;46(4):507-514
ObjectiveTo investigate the impact of a cold environment on the pathophysiological changes in dogs after abdominal gastrointestinal blast injury. MethodsEight healthy common-grade adult male Beagles were selected and randomly divided into a cold group and a normal temperature group, with 4 dogs in each group. Prior to surgery, Beagles dogs were fasted and deprived of water for 12 hours; after establishing a vein at the edge of the ear, propofol (2 mg·kg-1·min-1) was continuously infused using a microinfusion pump to maintain anesthesia. Tracheal intubation was performed while preserving spontaneous breathing, and the electroencephalogram bifrequency index was maintained at 40-60 to ensure stable anesthesia. A model of abdominal gastrointestinal blast injury in Beagle dogs was established using a multifunctional combat trauma modeling platform. After blast injury, the cold group was exposed to a cold chamber at -20 ℃ combined with 10% body surface area ice water immersion for 40 min, while the normal temperature group was kept in an environment at (25±2) ℃ for 40 min after blast injury. Vital signs such as heart rate, blood pressure, and blood oxygen saturation were monitored in both groups before blast injury, immediately after blast injury, and 40 min after blast injury. And arterial blood gas parameters, including pH, partial pressure of oxygen in arterial blood (PaO2), partial pressure of carbon dioxide in arterial blood (PaCO2), actual bicarbonate radical (HCO3-), lactic acid (Lac), and blood base excess (BEb), were measured. After the experiment, gastrointestinal tissues (gastric antrum and upper jejunum 5 cm distal to the suspensory ligament of the duodenum) were harvested for pathological analysis via hematoxylin-eosin (HE) staining combined with semi-quantitative scoring. ResultsPhysiological indicators showed that the body temperature of the cold group was significantly lower than that of the normal temperature group (P<0.01), and the heart rate and systolic blood pressure of the cold group were significantly higher than those of the normal temperature group (P<0.000 1). PaCO2 was markedly elevated and BEb was markedly decreased in the cold group relative to the normal temperature group (P<0.000 1), suggesting aggravated respiratory acidosis and metabolic acidosis. Pathological analysis showed that gastro-intestinal tissue damage was more severe in the cold group: the gastric mucosal epithelial shedding rate was > 60% (vs. <25% in the normal temperature group), the necrosis rate of the epithelial cells at the tips of intestinal villi reached more than 70% (vs. < 30% in the normal temperature group), and inflammatory cell infiltration involved the submucosa (vs. limited to the superficial mucosa in the normal temperature group). The semi-quantitative scoring results were consistent with the pathological analysis results, further confirming that the cold environment exacerbated gastrointestinal tissue damage caused by abdominal gastrointestinal blast injury. ConclusionA cold environment can exacerbate circulatory dysfunction and gastrointestinal tissue damage in Beagle dogs after blast injury, providing experimental evidence for early rewarming intervention for combat trauma in cold regions.
6.Principles, technical specifications, and clinical application of lung watershed topography map 2.0: A thoracic surgery expert consensus (2024 version)
Wenzhao ZHONG ; Fan YANG ; Jian HU ; Fengwei TAN ; Xuening YANG ; Qiang PU ; Wei JIANG ; Deping ZHAO ; Hecheng LI ; Xiaolong YAN ; Lijie TAN ; Junqiang FAN ; Guibin QIAO ; Qiang NIE ; Mingqiang KANG ; Weibing WU ; Hao ZHANG ; Zhigang LI ; Zihao CHEN ; Shugeng GAO ; Yilong WU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(02):141-152
With the widespread adoption of low-dose CT screening and the extensive application of high-resolution CT, the detection rate of sub-centimeter lung nodules has significantly increased. How to scientifically manage these nodules while avoiding overtreatment and diagnostic delays has become an important clinical issue. Among them, lung nodules with a consolidation tumor ratio less than 0.25, dominated by ground-glass shadows, are particularly worthy of attention. The therapeutic challenge for this group is how to achieve precise and complete resection of nodules during surgery while maximizing the preservation of the patient's lung function. The "watershed topography map" is a new technology based on big data and artificial intelligence algorithms. This method uses Dicom data from conventional dose CT scans, combined with microscopic (22-24 levels) capillary network anatomical watershed features, to generate high-precision simulated natural segmentation planes of lung sub-segments through specific textures and forms. This technology forms fluorescent watershed boundaries on the lung surface, which highly fit the actual lung anatomical structure. By analyzing the adjacent relationship between the nodule and the watershed boundary, real-time, visually accurate positioning of the nodule can be achieved. This innovative technology provides a new solution for the intraoperative positioning and resection of lung nodules. This consensus was led by four major domestic societies, jointly with expert teams in related fields, oriented to clinical practical needs, referring to domestic and foreign guidelines and consensus, and finally formed after multiple rounds of consultation, discussion, and voting. The main content covers the theoretical basis of the "watershed topography map" technology, indications, operation procedures, surgical planning details, and postoperative evaluation standards, aiming to provide scientific guidance and exploration directions for clinical peers who are currently or plan to carry out lung nodule resection using the fluorescent microscope watershed analysis method.
7.An analysis of deaths in medical X-ray diagnostic workers in Jiangsu province during 1950-2021
Xindi WEI ; Wei CHEN ; Jin WANG ; Zihao ZHANG ; Yuji MIAO ; Yuanyuan ZHOU ; Xiangyong FAN ; Jinhan WANG ; Yeqing GU
Chinese Journal of Radiological Medicine and Protection 2025;45(7):655-662
Objective:To study the risk and pattern of deaths caused by various diseases in the population and in the case of long-term occupational X-ray exposure.Methods:Using a combination of retrospective and prospective cohort research methods, an exposure group of medical X-ray diagnostic workers who worked in the radiology department of Jiangsu Provincial Hospital between 1950 and 1980 and a control group of medical workers from other departments who did not work with radiolog during the same period in the same hospital were selected to form a study cohort. The cumulative number of person years of observation in the cohort during 1950-2011 was calculated, and the Cox regression model was used to calculate the risk of deaths of medical X-ray diagnostic workers for various diseases through adjusting sex, attained age, birth age, and starting working age.Results:A total of 6 953 follow-up visits was completed to the cohort, including 3 649 in the radiation group and 3 304 in the control group, with a total of 347 362 person years of observation. There were 2 099 deaths in the cohort as of December 31, 2021. Cox regression results showed that diseases with a significantly higher risk of death in the radiation group compared with the control group were: all-cancer ( RR=1.20, 95% CI: 1.04-1.39, Z=2.56, P<0.05, including lung cancer RR=1.52, 95% CI: 1.17-1.98, Z=3.10, P<0.01, and pancreatic cancer RR=1.96, 95% CI: 1.11-3.46, Z=2.31, P<0.05); diseases of the circulatory system ( RR=1.29, 95% CI: 1.06-1.57, Z=2.58, P<0.01); endocrine, nutritional and metabolic diseases ( RR=1.90, 95% CI: 1.06-3.42, Z=2.14, P<0.05). Stratified analyses showed that, of male workers, the radiation group had an increased risk of death caused by all-cancer and lung cancer ( Z=3.50, 2.92, P<0.01); of the age group at starting ages 26 to 30, the radiation group had an increased risk of death distributed to circulatory diseases ( Z=2.06, P<0.05); and in the age group at attained ages elder than 61 years, the radiation group had an increased risk of death distributed to all cancers, lung cancer, and circulatory diseases ( Z=2.90-4.31, P<0.01). Conclusions:As has been shown, threre is an increasing risk of death distributed to lung cancer, pancreatic cancer, and circulatory diseases in medical X-ray diagnostic workers in Jiangsu province. Further in-depth research in related areas may be conducted in the future.
8.Monitoring and analysis of internal exposure of 131I treatment staff in nuclear medicine department in Jiangsu province from 2021 to 2024
Xiaodong SHI ; Zihao ZHANG ; Xiaoyong YANG ; Jin WANG ; Wei CHEN ; Jiayi MA
Chinese Journal of Radiological Medicine and Protection 2025;45(6):512-518
Objective:To understand the basic situation of occupational internal exposure to 131I among nuclear medicine staff in Jiangsu province, and to analyze the relevant factors that contribute to the formation of internal exposure. Methods:A four-year external direct measurement of thyroid organ counting was conducted on nuclear medicine staff who underwent 131I treatment in Jiangsu province. The result were statistically analyzed, and the effective dose of accumulated internal exposure was estimated. The relationship between the detection rate of internal exposure and 10 possible factors was analyzed. Results:A total of 847 person-times were monitored during the monitoring period, of which 345 person-times were detected for 131I, with a detection rate of 40.7%. The highest individual monitoring result for internal exposure was 24.83 kBq, with an average value of 77.3 Bq and a median of 28.3 Bq among the detected individuals. The average committed effective dose of internal exposure for staff was 0.201 mSv, with a median of 0.074 mSv among the detected individuals. Conclusions:There is statistically significant difference in the detection rate of individual doses of internal exposure among nuclear medicine staff in each year. It has been observed that the main factors related to the detection rate are age, hospital grade, job position, location, whether there is an automatic dispensing operation, operating method, exposure level and length of exposure. Sufficient attention should be given to the situation of internal exposure, and further effective monitoring should be conducted on all such staff members.
9.Preliminary study on occupational internal exposure to 131I among nuclear medicine workers in a hospital in Nanjing
Jiayi MA ; Zihao ZHANG ; Yuanyuan ZHOU ; Qun CHEN ; Xiaoyong YANG ; Jin WANG ; Xiaodong SHI
Chinese Journal of Radiological Medicine and Protection 2025;45(10):1009-1014
Objective:To investigate the basic situation of occupational internal exposure to 131I among staff in the nuclear medicine department. Methods:Direct in- vitro measurements of thyroid doses from internal exposure were conducted for six months on 36 staff members of a hospital′s nuclear medicine department in Nanjing using the ORTEC Detective-100 portable high-purity germanium (HPGe) spectrometer. The cumulative effective doses were estimated, and the distribution of internal doses and their relationship with job type and external doses were analyzed. Results:During the monitoring period, a total of 203 monitorings were made. Of the monitoring result, 85.7% were below the recording level. Of the result exceeding the recording level, 12.8% were below the investigation level, while 1.5% exceeded the investigation level. The highest personal internal dose during the monitoring period was 2.54 mSv, the lowest was 0.015 mSv, and the median was 0.094 mSv.Conclusions:During the monitoring period, 14.3% of the monitored staff had result above the recorded levels. In the working environment of radionuclide treatment, there is no significant difference in the internal dose received between doctors, nurses, technicians, or other relevant personnel.
10.Study on the Suitability Regionalation of Codonopsis pilosula in Shanxi Province Based on MaxEnt and ArcGIS
Lei HOU ; Zihao XU ; Ziying LEI ; Yanhui WU ; Jun ZHANG ; Chenhui DU ; Runli HE
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(4):7-13
Objective To analyze the ecological suitability of Codonopsis pilosula;To provide theoretical reference for expanding the planting scale of Codonopsis pilosula in Shanxi Province.Methods Information on the distribution of Codonopsis pilosula samples through the fourth survey of TCM resources in Shanxi Province and literature review;the MaxEnt model and ArcGIS 10.8 geographic information system software were used to analyze the ecological factors affecting the distribution of Codonopsis Radix in Shanxi Province,and the suitable distribution areas of Codonopsis pilosula in Shanxi Province were predicted.Results The predicted distribution areas of Codonopsis pilosula in Shanxi Province by the model were highly consistent with the actual distribution area;the AUC of the training set was 0.945,indicating good prediction results.The predominant ecological factors(contributing)impacting the distribution of Codonopsis pilosula included vegetation type(31.1%),the standard deviation of seasonal temperature fluctuations(25.0%),slope(8.3%),mean January precipitation(5.3%),mean May precipitation(5.0%),and elevation(4.9%)etc.The optimal vegetation types conducive to the proliferation of Codonopsis pilosula were identified as temperate deciduous shrubs,temperate grasslands,temperate coniferous forests,and temperate deciduous broad-leaved forests.The standard deviation of seasonal temperature change was within the range of 92 to 108,the slope gradient was from 14° to 30°,mean January precipitation was of 4 to 6.8 mm,mean May precipitation was of 33.5 to 58 mm,and elevation ranged from 1 100 to 2 800 meters.Codonopsis pilosula was mainly distributed in Lucheng,Qinxian and Qinyuan counties in the eastern part of Taiyue Mountain in Changzhi City;Pu County,Fenxi County,Fenyang City of Lyuliang City in the Lyuliang Mountain Range and Yushe County of Jinzhong City in the northern part of Taiyue Mountain.The most suitable area in Shanxi Province was 14 109.67 km2,the suitable area encompassed 22 837.62 km2,the relatively suitable area covered 41 982.96 km2,while the unsuitable area extended over 77 769.75 km2.Conclusion The geographical distribution data of Codonopsis pilosula resources in Shanxi Province may serve as a basis for further examination of regional zoning,with the establishment of wild cultivation bases for Codonopsis pilosula in proximity to various mountain ranges,such as the Taihang Mountains.Moreover,the artificial cultivation conditions can be modified in accordance with the optimal growth environment of Codonopsis pilosula,thereby optimizing the management of Codonopsis resources.

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