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.Application Prospect of Using Injectable Hydrogels in the Treatment of Refractory Angina
Bingxin MEN ; Nana HU ; Yaping ZHANG ; Yujiao JIANG ; Yihua WANG ; Jin ZHANG
Medical Journal of Peking Union Medical College Hospital 2025;16(6):1527-1533
In recent years, the prevalence of obstructive coronary artery disease has continued to rise. Despite the widespread application of strategies such as intensive pharmacotherapy, coronary artery bypass grafting, or percutaneous coronary intervention, a subset of patients still experience recurrent angina symptoms, which severely impacts their quality of life. For such cases of refractory angina (RA), researchers domestically and internationally have explored therapeutic approaches such as spinal cord stimulation, transmyocardial laser revascularization, and sympathectomy. However, existing studies are largely limited to small-scale clinical trials, and their clinical translation still faces challenges due to insufficient validation of safety and efficacy. Injectable hydrogels, as functional materials with hydrophilic three-dimensional network structures, demonstrate unique advantages in the treatment of RA. They can not only provide mechanical support but also serve as controlled-release carriers for drugs and proteins, and synergize with gene therapy and stem cell therapy to promotemyocardial tissue repair. This article systematically reviews the application prospects of injectable hydrogels in the treatment of RA, aiming to provide insights for future therapeutic strategies.
3.Outcomes of endoscopic balloon dilation laryngoplasty for acquired subglottic stenosis in children.
Qi LI ; Pengcheng WANG ; Yihua NI ; Letian TAN ; Zhengmin XU ; Chao CHEN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(2):124-127
Objective:To investigate the outcomes of endoscopic balloon dilation laryngoplasty (EBDL) in managing acquired subglottic stenosis in children. Methods:A retrospective analysis of clinical data from patients who underwent endoscopic balloon dilation for secondary subglottic stenosis between January 2017 and January 2024 at Department of Otorhinolaryngology Head and Neck Surgery, Children's Hospital of Fudan University, Shanghai. The study included 10 children (6 males, 4 females) aged between 13 days and 3 years at the time of their first procedure, with an average age of 7 months. Subglottic stenosis was graded according to the Myer-Cotton classification, with two cases classified as grade Ⅱ and eight cases as grade Ⅲ. All patients had a history of tracheal intubation, including seven for rescue purposes and three for operations. Eight cases were complicated by other conditions: two with atrial septal defect, patent ductus arteriosus, and patent foramen ovale; two with patent foramen ovale only; one with atrial septal defect and extreme deafness in the left ear; one with a brain tumor and hydrocephalus; one with a traumatic diaphragmatic hernia and hepatic rupture; and one case complicated by type Ⅰ laryngeal cleft. Prior to surgery, all children required respiratory support-seven needed high-flow oxygen while three required CPAP. Results:All ten cases underwent endoscopic balloon dilation under spontaneous respiration and general anesthesia, totaling fourteen dilations (an average of 1.4 dilations per person) without any complications. Post-surgery air permeability tests showed that eight cases had grade Ⅰ stenosis while two had grade Ⅱ stenosis. The follow-up period ranged from six months to six years (average duration: 46 months). Following treatment, all patients no longer required respiratory support or experienced significant mobility limitations. Conclusion:Endoscopic balloon dilation under general anesthesia is deemed safe and effective in treating secondary subglottic stenosis. Early diagnosis coupled with prompt intervention can help avoid tracheotomy procedures altogether. Standard tracheoscopy combined with breathability testing represents a crucial approach to assess normal airway diameter and effectively reduce or prevent secondary subglottic stenosis following re-intubation.
Humans
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Laryngostenosis/surgery*
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Male
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Female
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Retrospective Studies
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Laryngoplasty/methods*
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Child, Preschool
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Infant
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Dilatation/methods*
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Laryngoscopy/methods*
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Treatment Outcome
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Endoscopy
4.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.
5.Impact of radiation-induced lymphopenia on prognosis in patients with limited-stage small cell lung cancer:a cohort study
Yihua WANG ; Yaqi LI ; Yulei PEI ; Kailiang WU ; Xingwen FAN
China Oncology 2025;35(9):867-873
Background and purpose:Despite Radiation-induced lymphopenia has been associated with poor survival outcomes in certain solid tumors,there is limited evidence for small cell lung cancer(SCLC).The purpose of this study was to investigate whether the absolute lymphocyte count before and after radiotherapy could predict the clinical outcomes for limited-stage SCLC(LS-SCLC)patients.Methods:This was a single-center,retrospective cohort study.A retrospective analysis of patients evaluated at Fudan University Shanghai Cancer Center from January 2007 to December 2017 was conducted.Inclusion criteria:⑴ pathologically confirmed small-cell lung cancer;⑵ limited-stage disease defined by positron emission tomography and computed tomography(PET/CT)and contrast-enhanced brain magnetic resonance imaging(MRI)[American Joint Committee on Cancer(AJCC)8th edition TNM stage M0];⑶ receipt of definitive chemoradiotherapy;⑷ availability of complete blood counts before,during and within 1 month after radiotherapy;⑸ complete survival,relapse,and last-follow-up information retrievable.Exclusion criteria:⑴ distant metastasis at baseline(AJCC 8th edition TNM stage M1,including any distant nodal,visceral,or bone-marrow involvement);⑵ total radiotherapy dose<50 Gy[calculated as an equivalent biological dose at 2 Gy/fraction,i.e.,a biological effective dose(BED)<40 Gy];⑶ incomplete laboratory data at any scheduled time point;⑷ inability to ascertain survival or relapse status or insufficient follow-up records.The study protocol was approved by the ethics committee of Fudan University Shanghai Cancer Center(approval number:2303271-15),and the requirement for informed consent was waived.Clinical data extracted comprised age,sex,Eastern Cooperative Oncology Group performance status(ECOG PS)score,smoking history,TNM stage,chemotherapy regimen and number of cycles,radiotherapy dose and fractionation schedule,use of concurrent chemoradiotherapy and administration of prophylactic cranial irradiation(PCI).Laboratory data comprised serial absolute lymphocyte counts obtained within 1 month before,during and after radiotherapy;lymphopenia was graded according to the Common Terminology Criteria for Adverse Events(CTCAE)version 4.0.Progression-free survival(PFS)and overall survival(OS)were estimated using the Kaplan-Meier method and compared with the log-rank test.Results:A total of 170 patients were included.The median age of the patients was 57 years,with 77.6%being male.The median radiation therapy dose was 60 Gy(range:45-66 Gy).For the entire cohort,the median PFS was 22.0 months,the 5-year PFS rate was 31.3%,and the 10-year PFS rate was 19.8%.The median OS was 38.0 months,the 5-year OS rate was 37.5%,and the 10-year OS rate was 24.2%.Before radiation therapy,14 patients(8.2%)had grade 1-2 lymphocytopenia.During radiation therapy,the number of patients with grade 1,2,3 and 4 lymphocytopenia was 7(4.1%),22(12.9%),111(65.3%),and 24(14.1%),respectively.One month after radiation therapy,the number of patients with grade 1,2,3 and 4 lymphocytopenia was 36(21.2%),36(21.2%),11(6.5%)and 1(0.6%),respectively.There were no significant differences in PFS and OS among patients with different grades of lymphocytopenia before,during,or after radiation therapy.Conclusion:Before immunotherapy,radiotherapy-induced lymphopenia did not appear to affect the prognosis of patients with LS-SCLC.
6.Mechanism of glaucocalyxin a in alleviating asthma airway remodeling by inhibiting mitochondrial fission through targeting the TOP2A/CDK1 signaling pathway
Yihua PIAO ; Ningpo DING ; Fengxiang SHANG ; Yilan SONG ; Guanghai YAN ; Zhiguang WANG
Immunological Journal 2025;41(6):369-376
Objective To explore the mechanism of Glaucocalyxin A(GLA)in inhibiting ovalbumin(OVA)-induced airway remodeling in asthmatic mice through the topoisomerase Ⅱ α(TOP2A)/cyclin-dependent kinase 1(CDK1)signaling pathway.Methods Forty Balb/c mice were randomly divided into 5 groups:the control group,the model group,the low-dose GLA group,the high-dose GLA group and the Dexamethasone group,with 8 mice in each group.The effect of GLA on airway remodeling was examined by immunohistochemical staining,ELISA and other methods,and bioinformatics methods were used to predict new targets of GLA.The action targets of TOP2A were screened using the STRING database,and the interaction relationship between the two was verified by co-immunoprecipitation.In vitro,GLA and siRNA were used to interfere with interleukin-4(IL-4)-stimulated human airway epithelial cells BEAS-2B.The expressions of TOP2A,epidermal growth factor receptor(EGFR),Integrin β1,focal adhesion kinase(FAK),β-catenin,CDK1 and DRP1 were detected by Western Blot.Results GLA intervention could significantly reduce OVA-induced asthma airway remodeling,airway smooth muscle thickening,collagen deposition around the airway,the number of eosinophils in alveolar lavage fluid,the expression of pro-inflammatory cytokines such as IL-4,and the level of serum IgE.The new target of GLA screened out was TOP2A,which was highly expressed in the lung tissue of the asthma airway remodeling model.GLA intervention could down-regulate its expression.In vitro,intervention with GLA and si-TOP2A could significantly down-regulate the expressions of IL-4-induced TOP2A,EGFR,Integrin β1,FAK and β-catenin.Further studies have found that TOP2A had an interaction relationship with CDK1.si-TOP2A could downregulate the expression of CDK1,and knockdown of CDK1 could significantly down-regulate the expression of phosphorylated DRP1.Conclusion GLA may alleviate asthma airway remodeling by targeting the TOP2A/CDK1 signaling pathway,providing experimental evidence for the clinical diagnosis and treatment of asthma airway remodeling in asthma.
7.Analysis of Related Factors of Poor Collateral Circulation Formation in Patients With Chronic Total Occlusion Lesion of Coronary Arteries
Yihua WANG ; Jin ZHANG ; Yujiao JIANG ; Bingxin MEN ; Nana HU ; Yaping ZHANG
Chinese Circulation Journal 2025;40(2):145-150
Objectives:To investigate the factors affecting the formation of coronary collateral circulation(CCC)in patients with chronic total occlusion(CTO)lesion of coronary artery.Methods:A total of 305 consecutive patients who were hospitalized in the department of cardiology of the First Hospital of Lanzhou University from December 2022 to December 2023 and CTO lesions were confirmed by coronary angiography in at least one major coronary artery were included.The clinical data were collected,and the patients were divided into poor CCC group(Rentrop grade 0-1,n=109)and good CCC group(Rentrop grade 2-3,n=196)according to Rentrop criteria.Univariate logistic regression and multivariate logistic regression analysis were used to investigate the risk factors of poor CCC formation in CTO lesion patients.Results:There were 109 patients with poor CCC formation and 196 patients with good CCC formation in this cohort.The levels of white blood cell count,neutrophil count,platelet count,platelet to lymphocyte ratio,neutrophil to lymphocyte ratio,systemic immunoinflammatory index(SII),lipoprotein a and fibringen(Fib)were significantly higher,lymphocyte count and mean platelet volume were significantly lower in patients with poor CCC formation than in patients with good CCC formation(all P<0.05).Multivariate logistic regression analysis showed that higher SII(OR=1.004,95%CI:1.003-1.006,P<0.001),Fib(OR=1.546,95%CI:1.038-2.301,P=0.032)levels were independent predictors of poor CCC formation in CTO lesion patients.Conclusions:Higher levels of SII and Fib are independently correlated with poor CCC formation,which may be used as clinical predictor of poor CCC formation in CTO lesion patients.
8.miR-15b-5p affects PIK3CA/AKT1 pathway through USP9X to alleviate airway inflammation in asthma.
Yuyang ZHOU ; Zhiguang WANG ; Yihua PIAO ; Xue HAN ; Yilan SONG ; Guanghai YAN ; Hongmei PIAO
Chinese Journal of Cellular and Molecular Immunology 2025;41(3):193-203
Objective To investigate whether miR-15b-5p can alleviate airway inflammation in asthma by negatively regulating ubiquitin specific peptidase 9X (USP9X) to down-regulate the expression of phosphatidylinositol 4, 5-diphosphate 3-kinase catalytic subunit α/AKT serine/threonine kinase 1 (PIK3CA/AKT1) pathway. Methods USP9X was predicted to be a direct target of miR-15b-5p by using an online database (miRWalk), and the luciferase reporter gene assay was performed to verify it. Co-immunoprecipitation (CO-IP) was used to verify the direct binding between USP9X and PIK3CA and the role of USP9X and its small molecule inhibitor WP1130 in the deubiquitination of PIK3CA. C57 mice were randomly divided into Control group, OVA group, OVA combined with NC group and miR-15b-5p agomir group, with 10 mice in each group. BEAS-2B cells were induced with interleukin 13 (IL-13) and treated with miR-15b-5p mimic. HE, Masson, PAS, immunohistochemistry, immunofluorescence staining, flow cytometry, Western blot and quantitative real-time PCR(qRT-PCR) were performed. Results It was found that the administration of miR-15b-5p agomir and mimic could reduce peribronchial inflammatory cells and improve airway inflammation, and miR-15b-5p could target negative regulation of USP9X. USP9X could directly bind to PIK3CA and regulate PIK3CA level in a proteasome-dependent manner, and USP9X could deubiquitinate K29-linked PIK3CA protein. Down-regulation of USP9X could increase PIK3CA ubiquitination level. WP1130, a small molecule inhibitor of USP9X, has the same effect as knockdown of USP9X, both of which could increase the ubiquitination level of PIK3CA and reduce the protein level of PIK3CA. Conclusion The miR-15b-5p/USP9X/PIK3CA/AKT1 signaling pathway may provide potential therapeutic targets for asthma.
Animals
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MicroRNAs/metabolism*
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Asthma/pathology*
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Class I Phosphatidylinositol 3-Kinases/genetics*
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Ubiquitin Thiolesterase/metabolism*
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Proto-Oncogene Proteins c-akt/genetics*
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Mice
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Signal Transduction
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Mice, Inbred C57BL
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Humans
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Inflammation/genetics*
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Cell Line
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Female
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Male
9.Advances in diagnostic difficulties and targeted therapy of IgG4-related sclerosing cholangitis
Xingkun LIAO ; Zhiwei HE ; Yihua WANG ; Futang LI ; Chao YU
Chinese Journal of Digestive Surgery 2025;24(7):921-926
IgG4-related sclerosing cholangitis (IgG4-SC) is an IgG4-related disease charac-terized by bile duct wall thickening and luminal stricture. Its pathogenesis involves complex multi-dimensional regulation, including immune imbalance, genetic epigenetic regulation, microbial ecolo-gical abnormalities, and activation of fibrotic pathways. Due to the lack of specificity in clinical mani-festations, IgG4-SC is easily misdiagnosed as biliary tract diseases such as cholangiocarcinoma and primary sclerosing cholangitis in the early stage, leading to diagnostic difficulties. At present, gluco-corticoids are the preferred treatment option. Although most patients can quickly recover in the early stages, high recurrence rates and hormone dependence limit the long-term effectiveness of treatment. The authors combine the latest research progress at home and abroad to deeply analyze the pathogenesis, clinical manifestations, and diagnosis of IgG4-SC, focusing on treatment strategies and cutting-edge advances, in order to provide reference and inspiration for clinical practice.
10.Impact of radiation-induced lymphopenia on prognosis in patients with limited-stage small cell lung cancer:a cohort study
Yihua WANG ; Yaqi LI ; Yulei PEI ; Kailiang WU ; Xingwen FAN
China Oncology 2025;35(9):867-873
Background and purpose:Despite Radiation-induced lymphopenia has been associated with poor survival outcomes in certain solid tumors,there is limited evidence for small cell lung cancer(SCLC).The purpose of this study was to investigate whether the absolute lymphocyte count before and after radiotherapy could predict the clinical outcomes for limited-stage SCLC(LS-SCLC)patients.Methods:This was a single-center,retrospective cohort study.A retrospective analysis of patients evaluated at Fudan University Shanghai Cancer Center from January 2007 to December 2017 was conducted.Inclusion criteria:⑴ pathologically confirmed small-cell lung cancer;⑵ limited-stage disease defined by positron emission tomography and computed tomography(PET/CT)and contrast-enhanced brain magnetic resonance imaging(MRI)[American Joint Committee on Cancer(AJCC)8th edition TNM stage M0];⑶ receipt of definitive chemoradiotherapy;⑷ availability of complete blood counts before,during and within 1 month after radiotherapy;⑸ complete survival,relapse,and last-follow-up information retrievable.Exclusion criteria:⑴ distant metastasis at baseline(AJCC 8th edition TNM stage M1,including any distant nodal,visceral,or bone-marrow involvement);⑵ total radiotherapy dose<50 Gy[calculated as an equivalent biological dose at 2 Gy/fraction,i.e.,a biological effective dose(BED)<40 Gy];⑶ incomplete laboratory data at any scheduled time point;⑷ inability to ascertain survival or relapse status or insufficient follow-up records.The study protocol was approved by the ethics committee of Fudan University Shanghai Cancer Center(approval number:2303271-15),and the requirement for informed consent was waived.Clinical data extracted comprised age,sex,Eastern Cooperative Oncology Group performance status(ECOG PS)score,smoking history,TNM stage,chemotherapy regimen and number of cycles,radiotherapy dose and fractionation schedule,use of concurrent chemoradiotherapy and administration of prophylactic cranial irradiation(PCI).Laboratory data comprised serial absolute lymphocyte counts obtained within 1 month before,during and after radiotherapy;lymphopenia was graded according to the Common Terminology Criteria for Adverse Events(CTCAE)version 4.0.Progression-free survival(PFS)and overall survival(OS)were estimated using the Kaplan-Meier method and compared with the log-rank test.Results:A total of 170 patients were included.The median age of the patients was 57 years,with 77.6%being male.The median radiation therapy dose was 60 Gy(range:45-66 Gy).For the entire cohort,the median PFS was 22.0 months,the 5-year PFS rate was 31.3%,and the 10-year PFS rate was 19.8%.The median OS was 38.0 months,the 5-year OS rate was 37.5%,and the 10-year OS rate was 24.2%.Before radiation therapy,14 patients(8.2%)had grade 1-2 lymphocytopenia.During radiation therapy,the number of patients with grade 1,2,3 and 4 lymphocytopenia was 7(4.1%),22(12.9%),111(65.3%),and 24(14.1%),respectively.One month after radiation therapy,the number of patients with grade 1,2,3 and 4 lymphocytopenia was 36(21.2%),36(21.2%),11(6.5%)and 1(0.6%),respectively.There were no significant differences in PFS and OS among patients with different grades of lymphocytopenia before,during,or after radiation therapy.Conclusion:Before immunotherapy,radiotherapy-induced lymphopenia did not appear to affect the prognosis of patients with LS-SCLC.

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