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.A novel anti-ischemic stroke candidate drug AAPB with dual effects of neuroprotection and cerebral blood flow improvement.
Jianbing WU ; Duorui JI ; Weijie JIAO ; Jian JIA ; Jiayi ZHU ; Taijun HANG ; Xijing CHEN ; Yang DING ; Yuwen XU ; Xinglong CHANG ; Liang LI ; Qiu LIU ; Yumei CAO ; Yan ZHONG ; Xia SUN ; Qingming GUO ; Tuanjie WANG ; Zhenzhong WANG ; Ya LING ; Wei XIAO ; Zhangjian HUANG ; Yihua ZHANG
Acta Pharmaceutica Sinica B 2025;15(2):1070-1083
Ischemic stroke (IS) is a globally life-threatening disease. Presently, few therapeutic medicines are available for treating IS, and rt-PA is the only drug approved by the US Food and Drug Administration (FDA) in the US. In fact, many agents showing excellent neuroprotection but no blood flow-improving activity in animals have not achieved ideal clinical efficacy, while thrombolytic drugs only improving blood flow without neuroprotection have limited their wider application. To address these challenges and meet the huge unmet clinical need, we have designed and identified a novel compound AAPB with dual effects of neuroprotection and cerebral blood flow improvement. AAPB significantly reduced cerebral infarction and neural function deficit in tMCAO rats, pMCAO rats, and IS rhesus monkeys, as well as displayed exceptional safety profiles and excellent pharmacokinetic properties in rats and dogs. AAPB has now entered phase I of clinical trials fighting IS in China.
3.Thymosin α1 alleviates pulpitis by inhibiting ferroptosis of dental pulp cells.
Jie WU ; Qimei GONG ; Wenxuan LIU ; Aijia CHEN ; Zekai LIAO ; Yihua HUANG ; Wenkai JIANG ; Zhongchun TONG
International Journal of Oral Science 2025;17(1):68-68
Tooth pulpitis is a prevalent oral disorder. Understanding the underlying mechanisms of pulpitis and developing effective treatment strategies hold great significance. Ferroptosis has recently emerged as a new form of cell death, but the role of ferroptosis in pulpitis remains largely unknown. In our study, single-cell RNA sequencing (scRNA-seq) was used to identify cellular heterogeneity between 3 pulpitis tissue and 3 healthy pulp tissue, and explored ferroptosis occurrence in pulpitis tissue and inflamed dental pulp cells (DPCs). In scRNA-seq, 40 231 cells (Pulpitis: 17 814; Healthy pulp: 22 417) were captured, and visualized into 12 distinct cell clusters. Differentially expressed ferroptosis-related genes (DE-FRGs) were almost presented in each cluster in pulpitis vs healthy pulp. ROS and Fe2+ levels significantly rose, and immunohistochemistry showed low expression of GPX4 and high expression of PTGS2 in pulpitis. In LPS-stimulated DPCs, thymosin α1 increased the expression of GPX4 and FTL, and decreased expression of TNF-α, IL-1β, IL-6, and Fe2+ levels. In rat pulpitis models, both prothymosin α (PTMA, precursor of thymosin α1) gelatin sponge placed at the hole of pulp (LPS-P(gs)) and PTMA injection in pulp (LPS-P(i)) significantly reduced infiltration of inflammatory cells and expression of PTGS2, and increased the expression of GPX4. In RNA sequencing, the expression of DE-FRGs were reversed when thymosin α1 were added in LPS-stimulated DPCs. Collectively, single-cell atlas reveals cellular heterogeneity between pulpitis and healthy pulp, and ferroptosis occurrence in pulpitis. Thymosin α1 may reduce ferroptosis in DPCs to alleviate pulpitis and thus potentially has the ability to treat pulpitis.
Ferroptosis/drug effects*
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Dental Pulp/drug effects*
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Animals
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Pulpitis/pathology*
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Rats
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Thymalfasin/pharmacology*
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Humans
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Male
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Thymosin/pharmacology*
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Disease Models, Animal
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Rats, Sprague-Dawley
4.Fetal common arterial trunk:echocardiographic and genetic characteristics
Lin SUN ; Jiancheng HAN ; Ying ZHAO ; Xiaoyan HAO ; Hairui SUN ; Yanping RUAN ; Tong YI ; Xiaoyan GU ; Chao XUE ; Ye ZHANG ; Zhuo CHEN ; Yong GUO ; Zhongshan GOU ; Yuwei FU ; Yihua HE
Chinese Journal of Ultrasonography 2025;34(6):504-510
Objective:To analyze the echocardiographic and genetic characteristics of fetuses with common arterial trunk(CAT).Methods:A retrospective analysis was conducted on 77 480 fetal echocardiograms examined at the Maternal-Fetal Medicine center in Fetal Heart Disease of Beijing Anzhen Hospital from November 2010 to November 2024.Among them,106 fetuses were initially diagnosed with CAT,and 95 cases were ultimately confirmed(0.1%,95/77 480). The echocardiographic and genetic features of CAT fetuses were analyzed. According to the modified Van Praagh classification,CAT was divided into types A1-A4[with ventricular septal defect(VSD)]and B1-B4(without VSD)based on the origin of the pulmonary artery branches and the presence or absence of a VSD. Additionally,CAT was categorized into isolated and complex types based on the presence of associated intracardiac or extracardiac anomalies.Results:① Among the 95 confirmed CAT fetuses,type A accounted for 90.5%(86/95),and type B accounted for 9.5%(9/95). All 9 type B CAT fetuses exhibited no overriding of the arterial trunk , with 8 cases showing left ventricular hypoplasia accompanied by mitral atresia or absence.② Of the 95 CAT fetuses,14 were isolated(14.7%,14/95) , and 81 were complex(85.3%,81/95).The main associated intracardiac anomalies included:single ventricle(22 cases),complete atrioventricular septal defect(12 cases),anomalous pulmonary venous drainage(10 cases),right aortic arch with mirror-image branching(16 cases),and persistent left superior vena cava(14 cases). ③ Genetic testing was performed in 31 fetuses,with 18 showing positive results,primarily 22q11.21 deletion syndrome(29.0%,9/31). Conclusions:Apart from VSD,the most common intracardiac anomaly associated with CAT fetuses is single ventricle. Type B CAT without trunk overriding is often associated with left ventricular hypoplasia and mitral atresia or absence. The most frequent genetic abnormality in CAT fetuses is 22q11.21 deletion syndrome. Prenatal echocardiography should clarify the CAT subtype and associated anomalies,and genetic testing is strongly recommended for perinatal counseling and prognostic evaluation.
5.Study on Correlation of Circuit-Qi Endowment During Embryonic with Susceptibility of Congenital Heart Disease
Yingxie CAO ; Jingping SUN ; Yihua LI ; Liang KANG ; Qingmin CHU ; Xinjun ZHAO ; Rong LI
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(8):1869-1876
Objective To analyze the circuit-qi patterns during early embryonic period and at conception in congenital heart disease(CHD)patients based on the five-circuit and six-qi theory,and to explore the pathogenesis and etiology of CHD from a circuit-qi perspective.Methods With 16 400 non-CHD individuals as the healthy control group,a statistical analysis was performed for the circuit-qi patterns during early embryogenesis and at conception in 4 100 CHD patients(CHD group).Results The following factors were identified as significant predisposing factors for CHD:yearly circuit being excessive fire circuit during early embryogenesis,yearly qi being taiyang cold water of celestial qi combined with taiyin damp earth of terrestrial qi during early embryogenesis,yearly circuit being concurrent excessive fire circuit and earth circuit deficiency at conception,and yearly qi being taiyin damp earth of terrestrial qi paired with jueyin wind wood of celestial qi at conception(all P<0.05 or P<0.01).Conclusion There is a certain correlation between circuit-qi endowment during embryonic development and the prevalence of CHD.The core pathogenesis of CHD is rooted in heart-spleen insufficiency,with hyperactive heart-fire and cold kidney-water as its manifestations,and spleen deficiency failing in transportation serves as an important contributing factor in the development and progression of CHD.
6.Safety and efficacy of glucagon-like peptide 1 receptor agonists in solid organ transplant recipients with diabetes mellitus: a systematic review and meta-analysis
Muhammad USMAN ; Hao YU ; Xutao CHEN ; Yihua ZHAN ; Cong LAI ; Kewei XU
Kidney Research and Clinical Practice 2025;44(6):880-898
There is limited evidence to support the use of glucagon-like peptide-1 receptor agonists (GLP-1RAs) in solid organ transplants (SOTs). This systematic review and meta-analysis aimed to assess the safety and efficacy of GLP-1RAs in this population. PubMed, Embase, and Cochrane databases were a thorough literature search until July 2024 for SOTs with pre- and posttransplant diabetes mellitus (DM). Hemoglobin A1c (HbA1c), weight, and body mass index (BMI) were the primary outcomes. We estimated odds ratios and standardized mean difference (SMD) or mean difference (MD) with 95% confidence interval (CI) for dichotomous and continuous outcomes, respectively. I2 statistics measured heterogeneity. GLP-1RAs were administered to 806 subjects (99.8%) in 16 trials. Median follow-up was 12 months (interquartile range, 1–49 months). The mean age was 57.05 ± 10.24 years, with 64.6% male patients. HbA1c levels (MD, –0.61% [95% CI, –0.82 to –0.40]; p < 0.01, I2 = 72%), weight, and BMI were statistically significantly reduced. Estimated glomerular filtration rate (eGFR; SMD, –0.38 mL/min/1.73 m2 [95% CI, –1.01 to 0.25]; p = 0.24, I2 = 0%), creatinine, and blood pressure did not change significantly. Additionally, total daily insulin dosage, lipid profile, fasting plasma glucose, and urine albumin-to-creatinine ratio and tacrolimus levels (MD, –0.40 ng/mL [95% CI, –0.85 to 0.05]; p = 0.08, I2 = 42%) did not yield statistically significant. GLP-1RAs caused increased nausea and vomiting (13.9%), urinary tract infections (21.1%), and drug discontinuation (13.4%). In SOT recipients, GLP-1RAs significantly reduced HbA1c, weight, and BMI without significantly altering tacrolimus trough levels, eGFR, creatinine, or cardiovascular outcomes. Gastrointestinal side effects were the most common adverse events.
7.Fetal common arterial trunk:echocardiographic and genetic characteristics
Lin SUN ; Jiancheng HAN ; Ying ZHAO ; Xiaoyan HAO ; Hairui SUN ; Yanping RUAN ; Tong YI ; Xiaoyan GU ; Chao XUE ; Ye ZHANG ; Zhuo CHEN ; Yong GUO ; Zhongshan GOU ; Yuwei FU ; Yihua HE
Chinese Journal of Ultrasonography 2025;34(6):504-510
Objective:To analyze the echocardiographic and genetic characteristics of fetuses with common arterial trunk(CAT).Methods:A retrospective analysis was conducted on 77 480 fetal echocardiograms examined at the Maternal-Fetal Medicine center in Fetal Heart Disease of Beijing Anzhen Hospital from November 2010 to November 2024.Among them,106 fetuses were initially diagnosed with CAT,and 95 cases were ultimately confirmed(0.1%,95/77 480). The echocardiographic and genetic features of CAT fetuses were analyzed. According to the modified Van Praagh classification,CAT was divided into types A1-A4[with ventricular septal defect(VSD)]and B1-B4(without VSD)based on the origin of the pulmonary artery branches and the presence or absence of a VSD. Additionally,CAT was categorized into isolated and complex types based on the presence of associated intracardiac or extracardiac anomalies.Results:① Among the 95 confirmed CAT fetuses,type A accounted for 90.5%(86/95),and type B accounted for 9.5%(9/95). All 9 type B CAT fetuses exhibited no overriding of the arterial trunk , with 8 cases showing left ventricular hypoplasia accompanied by mitral atresia or absence.② Of the 95 CAT fetuses,14 were isolated(14.7%,14/95) , and 81 were complex(85.3%,81/95).The main associated intracardiac anomalies included:single ventricle(22 cases),complete atrioventricular septal defect(12 cases),anomalous pulmonary venous drainage(10 cases),right aortic arch with mirror-image branching(16 cases),and persistent left superior vena cava(14 cases). ③ Genetic testing was performed in 31 fetuses,with 18 showing positive results,primarily 22q11.21 deletion syndrome(29.0%,9/31). Conclusions:Apart from VSD,the most common intracardiac anomaly associated with CAT fetuses is single ventricle. Type B CAT without trunk overriding is often associated with left ventricular hypoplasia and mitral atresia or absence. The most frequent genetic abnormality in CAT fetuses is 22q11.21 deletion syndrome. Prenatal echocardiography should clarify the CAT subtype and associated anomalies,and genetic testing is strongly recommended for perinatal counseling and prognostic evaluation.
8.Pseudocarcinomatous hyperplasia of the fallopian tube: a clinicopathological analysis of sixteen cases
Yihua SUN ; Xiaochen CHEN ; Yinping XIAO ; Xiang TAO ; Weiyong GU
Chinese Journal of Pathology 2024;53(6):541-545
Objective:To investigate the clinicopathological features, diagnosis and differential diagnosis of pseudocarcinomatous hyperplasia of the fallopian tubes.Methods:Sixteen cases of pseudocarcinomatous hyperplasia of the fallopian tubes diagnosed at Obstetrics and Gynecology Hospital of Fudan University from January 2011 to January 2024 were collected.The pathological sections were reviewed, the clinical and pathological data were consulted, and immunohistochemical examination was conducted along with follow-up.Results:The patients were aged from 19 to 57 years, with an average age of 41 and a median age of 38. Among the 16 cases, 4 were located in the right fallopian tubes, 6 in the left fallopian tubes, while the remaining cases presented bilaterally. The general manifestations were tubal edema, crispness and purulent secretion in the lumen. Morphologically, the fallopian tube mucosa exhibited a significant infiltration of neutrophils, lymphocytes and plasma cells. The epithelial cells of the fallopian tube displayed evident proliferation, stratification and disorganized arrangement leading to formation of small glandular cavity with back-to-back, fissure-like and sieve-like structures. Immunohistochemical analysis revealed positivity for CK7 and WT1, along with wild-type p53 expression, Ki-67 index ranged from 5% to 20%. During the follow-up period ranging from 1 to 156 months, all the patients remained free of disease.Conclusions:Pseudocarcinomatous hyperplasia of the fallopian tube is a rare non-neoplastic lesion, which can lead to epithelial hyperplasia and atypical hyperplasia. The most important significance of recognizing this lesion lies in avoiding misdiagnosis of fallopian tube cancer during intraoperative and postoperative pathological examination. This ensures that clinicians can administer correct clinical interventions.
9.Application of auxiliary cerebrospinal fluid mNGS-CNV analysis in the diagnosis of meningeal carcinomatosis with hydrocephalus:A case report
Chang LI ; Xiang YIN ; Yihua SUN
Journal of Apoplexy and Nervous Diseases 2024;41(8):749-752
This article reports the diagnosis and treatment process of a patient with meningeal carcinomatosi.An el-derly male presented with 30 days of headaches,nausea,and vomiting,which progressively worsened over the past 9 days.Cranial imaging indicated hydrocephalus and ventricular dilatation.Metagenomic next-generation sequencing,com-bined with chromosomal copy number variation(CNV)analysis of human sequences in the cerebrospinal fluid(CSF),re-vealed the absence of pathogens but the presence of abnormal aneuploidy in human sequences,strongly suggesting malig-nancy.Subsequently,an Ommaya reservoir was placed in the patient's ventricles,and repeated CSF cytology examina-tions revealed atypical cells.Based on clinical presentation,CSF cytology,and CNV analysis,the diagnosis of meningeal carcinomatosis was confirmed.mNGS-CNV analysis is of great significance for the diagnosis of meningeal carcinomatosis.By reviewing the diagnosis and treatment process of this patient,reference can be provided for the diagnosis and treatment of meningeal carcinomatosi.
10.Effects of early and late aerobic exercise on right heart failure induced by monocrotaline in rats with pulmonary hypertension
Yuan SUN ; Qingbo WANG ; Yihua PI ; Chunmin LU ; Chuanyi XU ; Yan ZHANG
Chinese Journal of Tissue Engineering Research 2024;28(2):177-185
BACKGROUND:Clinical studies have shown that aerobic exercise is an important supplement to the clinical treatment of patients with pulmonary hypertension,which can alleviate the disease condition,increase exercise tolerance and improve the quality of life.However,it is not clear whether patients at different stages of pulmonary hypertension can benefit equally from exercise training. OBJECTIVE:To compare the intervention effects of early or late aerobic training on right heart failure in rats with pulmonary hypertension and explore its possible mechanism. METHODS:Sixty male Wistar rats were randomly divided into control group,model sedentary group,model early exercise group and model late exercise group,with 15 rats in each group.The model of pulmonary hypertension was established by intraperitoneal injection of monocrotaline(60 mg/kg)in the latter three groups.The model early exercise group was given 8 weeks of treadmill aerobic exercise(60%maximum running speed,60 minutes per day,5 days a week)after modeling,while the model late exercise group was trained for 6 weeks after 2 weeks of modeling.The control and model sedentary groups were fed quietly in the rat cage for 8 weeks.After training,the exercise performance,right ventricular hemodynamics,cardiopulmonary function,cardiopulmonary histopathology,reactive oxygen species level in mitochondria,activity of mitochondrial respiratory chain complex and expressions of myocardial tissue proteins were detected. RESULTS AND CONCLUSION:Compared with the model sedentary group,exercise performance and right ventricular function improved(P<0.05),myocardial collagen content,endothelin-1,tumor necrosis factor-α/interleukin-10 ratio and β-myosin heavy chain/α-myosin heavy chain ratio decreased(P<0.05),vascular endothelial growth factor and sarcoplasmic reticulum calcium-adenosine triphosphate enzyme expression increased(P<0.05),immunofluorescence intensity of mitochondrial reactive oxygen species and the protein expression of 3-nitrotyrosine decreased(P<0.05),the activities of complex I,II,IV and V increased in the model early exercise and model late exercise groups(P<0.05),but there were no significant changes in right ventricular maximum pressure,pulmonary acceleration time and pulmonary artery wall area/total vascular area ratio(P>0.05).Compared with the model late exercise group,the model early exercise group further improved exercise performance and right ventricular function,and downregulated collagen content,brain natriuretic peptide protein expression,tumor necrosis factor-α/interleukin-10 ratio and β-myosin heavy chain/α-myosin heavy chain ratio(P<0.05).To conclude,although pulmonary vascular remodeling and right ventricular overload persist in rats with pulmonary hypertension,exercise training at different stages of the disease has a cardioprotective effect.The mechanism is related to the improvement of cardiac remodeling,neurohormone system imbalance,inflammatory response and mitochondrial oxidative stress.Greater benefit is gained from initiating exercise in the early stage of the disease.

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