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.Effects of MTHFR and GGH gene polymorphisms on plasma concentrations and toxicity following high-dose methotrexate therapy in children with acute lymphoblastic leukemia.
Lin-Xiao TENG ; Qi AN ; Lei WANG ; Nan WANG ; Qing-Ling KONG ; Rui HAN ; Yuan WANG ; Lu LIU ; Yan WANG ; Shu-Mei XU ; Kun-Peng SHI ; Fang-Shan QIU ; Xi-Xi DU ; Jin-Rui SHI
Chinese Journal of Contemporary Pediatrics 2025;27(7):802-807
OBJECTIVES:
To investigate the effects of methylenetetrahydrofolate reductase (MTHFR) rs1801133 and γ-glutamyl hydrolase (GGH) rs11545078 gene polymorphisms on plasma concentrations and toxicity following high-dose methotrexate (MTX) therapy in children with acute lymphoblastic leukemia (ALL).
METHODS:
Children with ALL treated at the Xuzhou Children's Hospital of Xuzhou Medical University from January 2021 to April 2024 were selected for this study. Genotypes of MTHFR rs1801133 and GGH rs11545078 were determined using multiplex polymerase chain reaction. MTX plasma concentrations were measured by enzyme-multiplied immunoassay technique, and toxicity was graded according to the Common Terminology Criteria for Adverse Events version 5.0. The relationships between MTHFR rs1801133 and GGH rs11545078 genotypes and both MTX plasma concentrations and associated toxicities were analyzed.
RESULTS:
In the low-risk ALL group, the MTHFR rs1801133 genotype was associated with increased MTX plasma concentrations at 72 hours (P<0.05). In the intermediate- to high-risk group, the MTHFR rs1801133 genotype was associated with increased MTX plasma concentrations at 48 hours (P<0.05), and the GGH rs11545078 genotype was associated with increased MTX plasma concentrations at 48 hours (P<0.05). In the intermediate- to high-risk group, the MTHFR rs1801133 genotype was associated with the occurrence of reduced hemoglobin (P<0.05), and the GGH rs11545078 genotype was associated with the occurrence of thrombocytopenia (P<0.05).
CONCLUSIONS
Detection of MTHFR rs1801133 and GGH rs11545078 genotypes can be used to predict increased MTX plasma concentrations and the occurrence of toxic reactions in high-dose MTX treatment of ALL, enabling timely interventions to enhance safety.
Humans
;
Methotrexate/toxicity*
;
Methylenetetrahydrofolate Reductase (NADPH2)/genetics*
;
Precursor Cell Lymphoblastic Leukemia-Lymphoma/blood*
;
Male
;
Female
;
Child
;
Child, Preschool
;
gamma-Glutamyl Hydrolase/genetics*
;
Antimetabolites, Antineoplastic/adverse effects*
;
Infant
;
Polymorphism, Genetic
;
Adolescent
;
Genotype
;
Polymorphism, Single Nucleotide
3.Synthesis and preliminary biological evaluation of carbonic anhydrase Ⅸ-targeted PET imaging probe
Qianhui WANG ; Bingqing QIU ; Huan PENG ; Ying PENG ; Jianguo LIN ; Ling QIU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(3):169-174
Objective:To design and synthesize a 18F-labeled small molecule PET imaging probe targeting carbonic anhydrase Ⅸ (CAⅨ), named as 18F-single-acetazolamide (SAZ), and to evaluate its biological properties preliminarily. Methods:Acetazolamide was used as raw material to synthesize the precursor SAZ, and the target probe 18F-SAZ was obtained through nucleophilic substitution and other reactions. The radiochemical yield, radiochemical purity, specific activity, lipid water partition coefficient log P, and stability of 18F-SAZ were determined. Cancer cell lines OS-RC-2 (CAⅨ-positive) and HCT116 (CAⅨ-negative) were used for cell uptake experiments, and corresponding tumor-bearing mice were constructed for microPET imaging. Biodistribution of the probe in OS-RC-2 tumor-bearing mice was analyzed. The difference among groups was analyzed by repeated measures analysis of variance and Bonferroni method. Results:The probe 18F-SAZ was successfully prepared with the labelling yield of (5.60±0.51)%, specific activity of (7.90±0.62)MBq/nmol, radiochemical purity more than 99%, and the lipid water partition coefficient log P of -0.38±0.01. After incubation with PBS or mouse serum for 4 h, the radiochemical purity was still more than 99%. The uptake of 18F-SAZ in OS-RC-2 cells reached (1.47±0.24) percentage of the added radioactivity dose (%AD) at 30min, which was significantly higher than the uptake in the blocked group and that in HCT116 cells ((0.60±0.07)%AD, (0.50±0.05)%AD; F=24.31, P values: 0.012, 0.013 (Bonferroni correction method)). The results of microPET imaging showed that the uptake of 18F-SAZ in OS-RC-2 tumors reached the maximum at 30min ((2.92±0.07) percentage activity of injection dose per gram of tissue (%ID/g)), while the maximum uptakes in the blocked group and HCT116 tumors were only (1.36±0.02) and (1.12±0.07)%ID/g, respectively. 18F-SAZ was mainly distributed in tumors and organs including kidney, intestine, liver, stomach in OS-RC-2 tumor-bearing mice. Conclusions:The probe 18F-SAZ is successfully synthesized. It has high radiochemical purity and good stability in vitro, and can specifically target tumor cells with high expression of CAⅨ. It is expected to be a new CAⅨ-targeting PET imaging probe.
4.Literature research on acupoint prescriptions for acupuncture and moxibustion in the prevention of aerospace depression syndrome
Kaiyuan DENG ; Yawen TAO ; Yingdong WANG ; Yidan XU ; Qiang XI ; Jiwen QIU ; Xinju LI ; Ruonan LIANG ; Yi YU ; Hao LIU ; Peng ZHOU ; Mingxing ZHANG ; Yi GUO
Space Medicine & Medical Engineering 2025;36(4):305-311
Under the influence of long-term space flights and the confined space environment,it is very easy to induce space depression syndrome,mainly manifested as decreased emotional stability,sleep disorders,mental fatigue,etc.,which seriously affect the living conditions and working abilities of astronauts.The current treatment methods mainly focus on psychological support and drug intervention.Acupuncture has a good effect in treating depression.Therefore,starting from the TCM pathogenesis and modern medical pathogenesis of aerospace depression syndrome,we conducted literature retrieval from databases such as the Chinese Medical Classic,China National Knowledge Infrastructure(CNKI),Wanfang,VIP,PubMed,and Web of science.For the included literature,we adopted the stratified evidence scoring method and combined the TCM mechanism and modern medical mechanism of the effect of acupuncture.A prescription for acupuncture points was constructed to provide a basis for selecting acupuncture points for the prevention of aerospace depression syndrome through acupuncture.
5.The research on effects of transcutaneous electrical acupoint stimulation on muscle strength reserve of calf muscles
Guoning HAN ; Yawen TAO ; Zheng ZHU ; Yingdong WANG ; Mingxing ZHANG ; Qiang XI ; Dan ZHOU ; Yi GUO ; Peng ZHOU ; Xin NIU ; Lin ZHANG ; Jiwen QIU
Space Medicine & Medical Engineering 2025;36(4):356-361
Objective To investigate whether transcutaneous electrical acupoint stimulation(TEAS)can improve the muscle strength,endurance and work efficiency of calf muscles in healthy young men,aiming to explore a new method for preventing and combating microgravity-induced muscle atrophy in space environments.Methods 40 healthy young men aged 18-35 years were randomly divided into a Control group(Pseudo Transcutaneous Electrical Acupoint Stimulation)and a Experimental group(Transcutaneous Electrical Acupoint Stimulation)in a 1∶1 ratio,with 20 participants in each group.In the Control group,the indicator light of the stimulator was covered,and the device was turned on,but the electrodes did not contact the skin,The device automatically turned offafter 3 seconds.In the Experimental group,the TEAS device was connected to the current and TEAS intervention was performed.The electrical stimulation waveform was a sperse-dense wave with a frequency of 4/20 Hz,and the intensity was determined by patient tolerance.The acupoints selected for electrical stimulation in both groups were bilateral Zusanli(ST36)、Liangqiu(ST34),Taixi(KI3),and Fuliu(KI7).Zusanli and Liangqiu were paired,and Taixi and Fuliu were paired.The intervention frequency was 30 min/time,1 time/day,6 days/week,for 2 weeks.The relative peak torque at 60°/s,relative peak torque at 180°/s,and average power at 180°/s of the bilateral calf muscles were measured using an isokinetic dynamometer at 0th,7th,and 14d day of the experiment.Results After 1 week of TEAS,compared with Control group,there were no significant changes in the relative peak torque at 60°/s,relative peak torque at 180°/s and average power at 180°/s of the bilateral anterior calf muscles in the Experimental group(all P>0.05);however,compared with Control group,the relative peak torque at 60°/s and the relative peak torque at 180°/s of the bilateral posterior calf muscles in the Experimental group were significantly increased(all P<0.05).After 2 weeks TEAS;compared with the Control group,there were no significant changes in the relative peak torque at 60°/s,relative peak torque at 180°/s and average power at 180°/s of the bilateral anterior calf muscles in the Experimental group(all P>0.05);however,the relative peak torque at 60°/s,relative peak torque at 180°/s,and average power at 180°/s of the bilateral posterior calf muscles were significantly increased in the Experimental group(all P<0.05).Conclusion TEAS of Zusanli,Liangqiu,Fuliu and Taixi acupoints on the lower limbs for 2 weeks can effectively improve the maximum muscle strength,endurance and work efficiency of the posterior calf muscles in healthy young men.
6.Role of SLIT-ROBO Rho GTPase-activating protein 2 in motor neuron degeneration in amyotrophic lateral sclerosis
Chen-Chen WANG ; Xue ZHANG ; Xue-Shuai GAO ; Xue BAI ; Qiu-Peng YAN ; Xue-Mei WANG ; Jin-Meng LIU ; Yan-Chun CHEN
Acta Anatomica Sinica 2025;56(4):413-420
Objective To explore the role of SLIT-ROBO Rho GTPase-activating protein 2(srGAP2)in spinal motor neuron degeneration in amyotrophic lateral sclerosis(ALS).Methods Applied bioinformatics analysis to investigate the expression changes of srGAP2 in the spinal cord of human superoxide dismutase 1(hSOD1)mutant ALS transgenic mice.hSOD1 G93A mutant ALS transgenic mice were selected for animal experimental validation,with littermate wild type(WT)mice serving as the control group.A total of 36 pairs were divided into four groups,namely the pre-onset stage,early-onset stage,mid-onset stage,and late-onset stage.The expression changes and cellular localization of srGAP2 in the spinal cord of ALS mice were detected by Real-time PCR,Western blotting and immunofluorescent double-label staining.The hSOD1G93A mutant NSC34 motor neuron-like cell model was established,and in vitro experiments were carried out to detect the changes in srGAP2 expression,and the effects of srGAP2 over-expression on the viability of hSOD1G93A mutant NSC34 cells and the growth of cell protrusions.Results Bioinformatics analysis revealed abnormally low expression of srGAP2 in the spinal cord of hSOD1 mutant ALS mice.Animal experiments verified that compared with the WT mice,the expression of srGAP2 was reduced at both mRNA level and protein level in the spinal cord of hSOD1G93A mutant ALS transgenic mice at early-onset,mid-onset and late-onset stages.Compared with the WT mice,srGAP2 integral absorbance(IA)values in srGAP2+/NeuN+double-positive cells in the anterior horn of the spinal cord of hSOD1G93A mutant ALS transgenic mice were lower,srGAP2 IA values in srGAP2+/GFAP+double-positive cells were higher;Compared with the hSOD1WT NSC34 cells,the expression of srGAP2 was reduced at both mRNA level and protein level in hSOD1G93A mutant NSC34 cells.Over-expression of srGAP2 elevated the viability of hSOD1G93A mutant NSC34 cells,and up-regulated the expression level of synapse-related protein β Ⅲ-tubulin and growth associated protein 43(GAP43).Conclusion Low expression of srGAP2 is closely associated with the progression of ALS,while over-expression of srGAP2 can promote outgrowth of cell protrusions and exert a protective effect on spinal motor neurons in ALS.
7.Analysis on international experience and development trends of health emergency drills
Shuo QIU ; Yu WANG ; Chun XU ; Peng ZHAO ; Yuehui LIU ; Lin LI
Military Medical Sciences 2025;49(7):529-534
This study analyzed the practical experience of the World Health Organization,the European Union,the United States,and Japan,to reveal the characteristics of health emergency drills in terms of institutional construction,technological integration,and international collaboration.The health emergency drills present three major development trends:paradigm shift driven by social demand,efficiency improvement empowered by intelligent technology,and deepening international cooperation under the global governance framework.In response to the construction needs of China's public health emergency system,policy recommendations were proposed to establish a hierarchical classification system,a full-cycle training strategy for major infectious diseases,a dual wheel drive mechanism by both techniques and qualified personnel,and a path for global governance participation.
8.Effect of Modified Zhigancao Granules (炙甘草汤加味颗粒) on Early Recurrence Following Radiofrequency Ablation in Patients with Atrial Fibrillation of Qi-Yin Deficiency Syndrome:A Randomized,Double-Blind,Placebo-Controlled Trial
Yucai HU ; Boyong QIU ; Jingjing WEI ; Bin LI ; Zuoying XING ; Huixia PENG ; Mingjun ZHU ; Yongxia WANG
Journal of Traditional Chinese Medicine 2025;66(23):2460-2466
ObjectiveTo evaluate the clinical effectiveness and safety of Modified Zhigancao Granules (炙甘草汤加味颗粒) for preventing the early recurrence following radiofrequency ablation in patients with atrial fibrillation (AF) of qi-yin deficiency syndrome. MethodsA multi-center, randomized, double-blind, placebo-controlled trial was designed. A total of 116 patients with atrial fibrillation of qi-yin deficiency syndrome who underwent radiofrequency ablation for the first time were enrolled from 3 centers, and they were randomly divided into a treatment group (59 cases) and a control group (57 cases). Both groups received basic western medicine treatment after surgery. In addition, the treatment group was given oral Modified Zhigancao Granules, while the control group was given oral placebo granules. The dosage for both groups was 20 g each time, twice a day, with continuous treatment for 12 weeks. The recurrence of atrial fibrillation in both groups was recorded at 24 hours, 4 weeks, 8 weeks, and 12 weeks after surgery. The serum levels of B-type natriuretic peptide (BNP), interleukin-6 (IL-6), high-sensitivity C-reactive protein (hs-CRP), and tumor necrosis factor-α (TNF-α) were detected before treatment and 12 weeks after treatment in both groups. The scores of Atrial Fibrillation Effect on QualiTy-of-life (AFEQT) Questionnaire (including scores of the daily life dimension, symptom dimension, treatment worry dimension, treatment satisfaction dimension, and total score) and traditional Chinese medicine (TCM) syndrome scores were compared before treatment and at 4 weeks, 8 weeks, and 12 weeks between groups. Safety indicators such as blood routine, urine routine, liver function, and renal function were monitored before and after treatment. ResultsNine of the treatment group and seven of the control group dropped out. Finally, 50 patients in each group were included in the statistical analysis. At 24 hours, 4 weeks, 8 weeks, and 12 weeks after surgery, the recurrence rates of AF in the treatment group were 2.0% (1/50), 2.0% (1/50), 4.0% (2/50), and 10.0% (5/50), respectively; while those in the control group were 2.0% (1/50), 26.0% (13/50), 28.0% (14/50), and 34.0% (17/50), respectively. Compared with the control group at the same time points, the early recurrence rates of AF in the treatment group were significantly lower at 4 weeks, 8 weeks, and 12 weeks after surgery (P<0.01). Compared with the baseline within group, BNP, hs-CRP, IL-6, and TNF-α in the treatment group all decreased after 12 weeks of treatment (P<0.05); the difference in hs-CRP levels (before vs. after treatment) in the treatment group was higher than that in the control group (P<0.01). Compared with the baseline within group, both groups showed decreases in the total score of AFEQT Questionnaire, scores of the daily life dimension, treatment worry dimension, symptom dimension, and TCM syndrome scores at 4 weeks, 8 weeks, and 12 weeks after treatment. Meanwhile, the score of the treatment satisfaction dimension of AFEQT increased in both groups (P<0.01), and the improvements in all the above scores in the treatment group were superior to those in the control group at all time points (P<0.05 or P<0.01). All safety indicators of patients in both groups were within the normal range before treatment and at 12 weeks after treatment, and no adverse reactions or adverse events occurred in either group. ConclusionModified Zhigancao Granules can reduce the early recurrence rate following radiofrequency ablation in AF patients with qi-yin deficiency syndrome, improve clinical symptoms and quality of life, suppress inflammatory response, and show good safety.
9.Effect of Previous Differential Treatments on the Efficacy after Switching to Flumatinib in Patients with Chronic Myeloid Leukemia.
Xiao-Han WANG ; Jing-Ya SUN ; Ling-Ling YIN ; Ting-Ting QIU ; De-Peng LI
Journal of Experimental Hematology 2025;33(5):1248-1253
OBJECTIVE:
To investigate the effect of different previous treatments on the efficacy of flumatinib in patients with chronic myeloid leukemia (CML).
METHODS:
The clinical data of 69 patients with CML treated with flumatinib in the Affiliated Hospital of Xuzhou Medical University from 2019 to 2024 were retrospectively analyzed. The patients were divided into a first-line flumatinib group and a first-line non-flumatinib group according to whether flumatinib was used as first-line treatment. The molecular response (MR) at 3, 6 and 12 months of treatment was compared between the two groups to evaluate the early efficacy. The first-line non-flumatinib group was further divided into imatinib group, nilotinib group, and dasatinib group according to the previous first-line drugs used. The efficacy data of these three groups at 3, 6 and 12 months after switching to flumatinib were collected, and the MR was evaluated to compare efficacy differences.
RESULTS:
The rate of early molecular response (EMR) in the first-line flumatinib group was significantly higher than that in the first-line non-flumatinib group (P < 0.05). At 6 months and 12 months of treatment, the proportion of patients achieving MR 4.5 in the first-line flumatinib group was significantly higher than that in the first-line non-flumatinib group (P < 0.05). Compared with the imatinib and nilotinib groups, the previous dasatinib group showed a significantly higher proportion of patients achieving MR 5.0 at 3, 6, and 12 months after switching to flumatinib (P < 0.05).
CONCLUSION
Compared with the previous treatment with other tyrosine kinase inhibitors (TKIs), initial use of flumatinib at diagnosis enable patients to achieve deeper molecular remission more rapidly. Compared with previous use of imatinib or nilotinib, previous use of dasatinib is associated with deeper molecular remission after switching to flumatinib.
Humans
;
Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy*
;
Retrospective Studies
;
Imatinib Mesylate/therapeutic use*
;
Dasatinib/therapeutic use*
;
Treatment Outcome
;
Pyrimidines/therapeutic use*
;
Female
;
Male
;
Protein Kinase Inhibitors/therapeutic use*
;
Middle Aged
;
Antineoplastic Agents/therapeutic use*
10.Efficacy and Prognostic Evaluation of Hypomethylating Therapy in Patients with Myelodysplastic/Myeloproliferative Neoplasms.
Jing-Ya SUN ; Xiao-Han WANG ; Yue-Kun QI ; Ting-Ting QIU ; De-Peng LI
Journal of Experimental Hematology 2025;33(5):1392-1397
OBJECTIVE:
To study the efficacy and prognosis of patients with myelodysplastic/myeloproliferative neoplasms (MDS/MPN) treated with hypomethylating agents (HMA), and to analyze the factors that may affect their efficacy and prognosis, in order to provide a clinical basis for the choice of treatment options for patients with MDS/MPN.
METHODS:
35 patients with newly diagnosed MDS/MPN who received hypomethylating therapy from January 2018 to April 2024 in the Department of Hematology of Affiliated Hospital of Xuzhou Medical University were included. The patients were divided into decitabine group (15 cases) and azacitidine group (20 cases) according to the treatment regimen. The efficacy, median overall survival (OS), and median progression-free survival (PFS) of the patients after HMA treatment were evaluated. The differences in efficacy and survival between the two groups were compared, and factors affecting efficacy and prognosis of MDS/MPN patients were analyzed.
RESULTS:
The overall response rate (ORR) of the 35 MDS/MPN patients treated with HMA was 51.4%. The ORR was 73.3% in decitabine group and 35.0% in azacitidine group, with a statistically significant difference (P =0.041). Survival analysis showed that the median OS was 12 months and the median PFS was 10 months in the entire cohort of the patients. There was no difference in median OS between decitabine group and azacitidine group. The median PFS in decitabine group was 12 months, higher than that in azacitidine group (7 months), but the difference was not statistically significant (P =0.505). Multivariate analysis showed that the treatment regimen and platelet count were independent influencing factors for the efficacy of HAM treatment; The course and therapeutic efficacy of HMA treatment were independent influencing factors for OS in MDS/MPN patients. The main adverse reactions of HMA treatment were myelosuppression and pulmonary infection. Gastrointestinal reactions were more likely to occur in the azacitidine group than in the decitabine group, and the difference was statistically significant (P =0.027).
CONCLUSION
HMA treatment is effective and well-tolerated in some MDS/MPN patients. Decitabine shows superior efficacy compared with azacitidine and is less likely to cause gastrointestinal reactions. Patients who received ≥4 courses of HMAs and responded to hypomethylating therapy had longer OS.
Humans
;
Prognosis
;
Decitabine/therapeutic use*
;
Azacitidine/therapeutic use*
;
Male
;
Female
;
Myelodysplastic Syndromes/drug therapy*
;
Middle Aged
;
Myelodysplastic-Myeloproliferative Diseases/drug therapy*
;
Antimetabolites, Antineoplastic/therapeutic use*
;
Treatment Outcome
;
Aged
;
Myeloproliferative Disorders/drug therapy*
;
Adult
;
DNA Methylation

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