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An Enhanced Lung Cancer Detection Approach Using Dual-Model Deep Learning Technique
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作者 Sumaia Mohamed Elhassan Saad Mohamed Darwish Saleh Mesbah Elkaffas 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期835-867,共33页
Lung cancer continues to be a leading cause of cancer-related deaths worldwide,emphasizing the critical need for improved diagnostic techniques.Early detection of lung tumors significantly increases the chances of suc... Lung cancer continues to be a leading cause of cancer-related deaths worldwide,emphasizing the critical need for improved diagnostic techniques.Early detection of lung tumors significantly increases the chances of successful treatment and survival.However,current diagnostic methods often fail to detect tumors at an early stage or to accurately pinpoint their location within the lung tissue.Single-model deep learning technologies for lung cancer detection,while beneficial,cannot capture the full range of features present in medical imaging data,leading to incomplete or inaccurate detection.Furthermore,it may not be robust enough to handle the wide variability in medical images due to different imaging conditions,patient anatomy,and tumor characteristics.To overcome these disadvantages,dual-model or multi-model approaches can be employed.This research focuses on enhancing the detection of lung cancer by utilizing a combination of two learning models:a Convolutional Neural Network(CNN)for categorization and the You Only Look Once(YOLOv8)architecture for real-time identification and pinpointing of tumors.CNNs automatically learn to extract hierarchical features from raw image data,capturing patterns such as edges,textures,and complex structures that are crucial for identifying lung cancer.YOLOv8 incorporates multiscale feature extraction,enabling the detection of tumors of varying sizes and scales within a single image.This is particularly beneficial for identifying small or irregularly shaped tumors that may be challenging to detect.Furthermore,through the utilization of cutting-edge data augmentation methods,such as Deep Convolutional Generative Adversarial Networks(DCGAN),the suggested approach can handle the issue of limited data and boost the models’ability to learn from diverse and comprehensive datasets.The combined method not only improved accuracy and localization but also ensured efficient real-time processing,which is crucial for practical clinical applications.The CNN achieved an accuracy of 97.67%in classifying lung tissues into healthy and cancerous categories.The YOLOv8 model achieved an Intersection over Union(IoU)score of 0.85 for tumor localization,reflecting high precision in detecting and marking tumor boundaries within the images.Finally,the incorporation of synthetic images generated by DCGAN led to a 10%improvement in both the CNN classification accuracy and YOLOv8 detection performance. 展开更多
关键词 lung cancer detection dual-model deep learning technique data augmentation CNN YOLOv8
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Furmonertinib re-challenge for epidermal growth factor receptormutant lung adenocarcinoma after osimertinib-induced interstitial lung disease:A case report
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作者 Fei-Fei Wei Jing Zhang +2 位作者 Zhe Jia Zhi-Chao Yao Chun-Qiao Chen 《World Journal of Clinical Oncology》 2025年第3期142-150,共9页
BACKGROUND Most non-small cell lung cancer patients have epidermal growth factor receptor(EGFR)activating mutations,such as exon 19 deletion and exon 21 replacement mutations.Osimertinib is a third-generation EGFR-tyr... BACKGROUND Most non-small cell lung cancer patients have epidermal growth factor receptor(EGFR)activating mutations,such as exon 19 deletion and exon 21 replacement mutations.Osimertinib is a third-generation EGFR-tyrosine kinase inhibitors ap-proved for the treatment of lung cancer patients carrying EGFR activating mu-tations.Osimertinib-induced interstitial lung disease(ILD)is a rare and poten-tially fatal pulmonary toxic manifestation of drug therapy.At present,there is no international consensus on the risks and treatment of the osimertinib-induced ILD.CASE SUMMARY We report a case of a 56-year-old woman who was diagnosed with lung adenocar-cinoma with lung hilum,mediastinal lymph nodes and brain metastases(T4N3-M1c stage IVB).The patient received targeted treatment with osimertinib after radiotherapy and chemotherapy.But she developed ILD after osimertinib treat-ment.Following active symptomatic treatment and hormone treatment,the lung injury alleviated.The patient was retreated with furmonertinib combined with prednisone and did not experience ILD again.So far,she has survived for 14 months without disease progression.CONCLUSION Retreatment with furmonertinib under prednisone could be considered as an effective therapeutic option after risk-benefit assessment for EGFR-mutant lung adenocarcinoma patients. 展开更多
关键词 Furmonertinib Osimertinib lung adenocarcinoma Interstitial lung disease Case report
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Therapeutic insights into epidermal growth factor receptor/reactive oxygen species proto-oncogene 1-receptor co-mutated non-small cell lung cancer:Crizotinib as a promising option
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作者 Yan Zhou Bo-Tao Xu +1 位作者 Hai-Ying Zhou Zhong-Tu Shang 《World Journal of Clinical Oncology》 2025年第3期190-193,共4页
This letter provides a review of the report by Peng et al on a unique case of non-small cell lung cancer(NSCLC),specifically lung adenocarcinoma,featuring reactive oxygen species proto-oncogene 1-receptor(ROS1)co-muta... This letter provides a review of the report by Peng et al on a unique case of non-small cell lung cancer(NSCLC),specifically lung adenocarcinoma,featuring reactive oxygen species proto-oncogene 1-receptor(ROS1)co-mutation.The case involves a 64-year-old patient who exhibited both epidermal growth factor receptor(EGFR)L858R mutation and ROS1 rearrangement,achieving significant disease stabilization following treatment with crizotinib.This rare EGFR/ROS1 co-mutation poses distinct challenges for clinical management and highlights the necessity of personalized treatment strategies.While third-generation EGFR tyrosine kinase inhibitors(TKIs),such as osimertinib,are commonly regarded as first-line therapies,recent studies indicate that crizotinib may offer superior disease control in certain EGFR-mutant patients,particularly those who exhibit poor responses to EGFR TKIs.The case also examines the influence of tumor cell genetic heterogeneity on treatment response,underscoring the importance of evaluating tumor characteristics.In patients with EGFR/ROS1 co-mutation,gefitinib is generally effective as a first-line treatment;however,its efficacy can be limited,whereas crizotinib has demonstrated improved disease control.Future research should focus on identifying optimal treatment strategies for patients with EGFR/ROS1 co-mutation to enhance patient outcomes.In conclusion,this case report not only illustrates the effectiveness of crizotinib in managing patients with EGFR/ROS1 co-mutation but also underscores the importance of personalized treatment approaches,offering valuable insights for improving clinical outcomes in NSCLC patients with complex genetic profiles.TO THE EDITOR I read with great interest the case report by Peng et al[1],titled“Concomitant Epidermal Growth Factor Receptor Mutation/C-ROS Oncogene 1 Rearrangement in Non-Small Cell Lung Cancer”,published in the World Journal of Clinical Oncology[1].This report presents a compelling case of the exceedingly rare epidermal growth factor receptor(EGFR)/reactive oxygen species proto-oncogene 1-receptor(ROS1)co-mutation in non-small cell lung cancer(NSCLC),specifically in a patient with lung adenocarcinoma.The authors describe a 64-year-old woman with an EGFR L858R mutation and ROS1 rearrangement,who achieved notable disease stability with prolonged crizotinib treatment.This case,with its distinct clinical features and challenges inherent to EGFR/ROS1 co-mutations,provides valuable insights for the oncology community and underscores the potential efficacy of ROS1-targeted therapies in treating co-mutated NSCLC. 展开更多
关键词 ADENOCARCINOMA CRIZOTINIB Genetic heterogeneity lung cancer Mutation Personalized medicine
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Vitiligo-like rash in a patient with lung cancer caused by sintilimab: A case report
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作者 Xiao-Ming Mao Wei-Hua Wang 《World Journal of Clinical Cases》 2025年第14期32-37,共6页
BACKGROUND This article discusses a case involving a 63-year-old man with non-small cell lung cancer,who was treated with a combination of chemotherapy and immunothe-rapy.The patient was treated with five cycles of ch... BACKGROUND This article discusses a case involving a 63-year-old man with non-small cell lung cancer,who was treated with a combination of chemotherapy and immunothe-rapy.The patient was treated with five cycles of chemotherapy(pemetrexed and carboplatin)combined with sintilimab,a programmed death 1 inhibitor.CASE SUMMARY After the fifth cycle of treatment,the patient developed skin itching and a vitiligo-like rash,which are known side effects of immunotherapy.Despite dermatologi-cal consultation and treatment with topical corticosteroids,the rash worsened while the itching subsided.The patient continued with the treatment,and after 15 cycles,the tumor showed a response with a reduction in size.The vitiligo-like rash increased,but the antitumor treatment remained effective.CONCLUSION The case highlights the use of immunotherapy in patients with non-small cell lung cancer and the potential side effect of vitiligo-like rash.The patient’s tumor res-ponded well to the treatment,and despite the skin reaction,the treatment was not discontinued due to its effectiveness.The article suggests that further studies are needed to understand the mechanism behind vitiligo in patients with lung cancer receiving immune checkpoint inhibitors and whether the development of vitiligo-like rash after immune checkpoint inhibitor therapy is associated with improved prognosis.The case also underscores the importance of managing immune-related adverse events in the context of effective antitumor treatment. 展开更多
关键词 lung cancer VITILIGO Immune checkpoint inhibitor Sintilimab Case report
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Tankyrase 2 as a therapeutic target in non-small cell lung cancer: Implications for apoptosis and migration
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作者 Jing Yu Bo-Tao Xu +1 位作者 Qiu Li Zhong-Tu Shang 《World Journal of Clinical Oncology》 2025年第3期187-189,共3页
This letter addresses Wang and Zhang's investigation into the role of tankyrase 2(TNKS2)as a pivotal driver of malignancy in non-small cell lung cancer(NSCLC)through mechanisms including apoptosis inhibition,enhan... This letter addresses Wang and Zhang's investigation into the role of tankyrase 2(TNKS2)as a pivotal driver of malignancy in non-small cell lung cancer(NSCLC)through mechanisms including apoptosis inhibition,enhanced cellular migration,andβ-catenin pathway activation.Their study in NSCLC cell lines demonstrates that TNKS2 overexpression stabilizesβ-catenin,subsequently triggering onco-genic gene expression and facilitating cellular migration-key attributes of meta-static potential.These insights position TNKS2 as a compelling target for therapy and a potential prognostic marker in NSCLC.Nevertheless,translating these in vitro findings to clinical practice requires validation in in vivo models.Addi-tionally,further research should investigate TNKS2 expression in patient samples and assess its implications in therapy resistance and combination treatment strategies. 展开更多
关键词 APOPTOSIS Cell migration METASTASIS Non-small cell lung cancer Thera-peutic target
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Diagnosis and treatment of lung cancer:A molecular perspective
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作者 Yuan Xiong Long Cheng +3 位作者 Yu-Jie Zhou Wei-Hong Ge Ming Qian Hui Yang 《World Journal of Clinical Oncology》 2025年第3期1-7,共7页
This editorial comments on the review by Da Silva et al,published in the World Journal of Clinical Oncology which focuses on the molecular perspectives of lung cancer.With the rapid development of molecular technology... This editorial comments on the review by Da Silva et al,published in the World Journal of Clinical Oncology which focuses on the molecular perspectives of lung cancer.With the rapid development of molecular technology,new diagnostic methods are constantly emerging,including liquid biopsy,the identification of gene mutations,and the monitoring biomarkers,thus providing precise in-formation with which to identify the occurrence and development of lung cancer.Biomarkers,such as circulating tumor cells,circulating tumor DNA,and cir-culating RNA can provide helpful information for clinical application.Common types of genetic mutations and immune checkpoints include epidermal growth factor receptor,anaplastic lymphoma kinase,c-ROS proto-oncogene 1,progra-mmed death-1 and cytotoxic T-lymphocyte-associated protein.According to specific biomarkers,targeted therapy and immunotherapy can improve survival outcomes based on the types of gene mutation and immune checkpoints.The application of molecular approaches can facilitate our ability to control the progression of disease and select appropriate therapeutic strategies for patients with lung cancer. 展开更多
关键词 lung cancer MOLECULAR Oncogenic mutations Biomarkers Liquid biopsy Targeted therapy IMMUNOTHERAPY
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Gastrointestinal bleeding due to small bowel metastasis from lung adenocarcinoma:A case report
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作者 Tian-Yuan Yuan Ying-Xin Chen +2 位作者 Yan-Ge Zhao Bing Wang Shao-Xuan Wang 《World Journal of Clinical Cases》 2025年第12期59-63,共5页
BACKGROUND Lung cancer is the most prevalent malignant tumor in human body,and is characterized by a high level of malignancy.The most common metastatic sites include the liver,bone,brain,and adrenal gland,while lung ... BACKGROUND Lung cancer is the most prevalent malignant tumor in human body,and is characterized by a high level of malignancy.The most common metastatic sites include the liver,bone,brain,and adrenal gland,while lung cancer resulting in gastrointestinal tract metastasis is uncommon.CASE SUMMARY A 74-years-old man with lung cancer was hospitalized owing to blood in the stool,The cause was identified as metastasis to the small intestine,and the patient subsequently underwent radical resection of the small intestine tumor.Currently,the overall condition of the patient is good,and undergoing combined chemotherapy.CONCLUSION Early intervention in patients with metastatic tumors can significantly improve prognosis. 展开更多
关键词 lung adenocarcinoma Metastatic tumors Small intestinal tumor Gastrointestinal bleeding Case report
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Exercise rehabilitation on patients with non-small cell lung cancer: A meta-analysis of randomized controlled trials
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作者 Sheng-Hui Xu Hong Xu +1 位作者 Kai-Wen Xiao Su-Jie Mao 《World Journal of Clinical Cases》 2025年第11期25-39,共15页
BACKGROUND Lung cancer is one of the most common and deadly cancers worldwide.As the disease progresses and due to the side effects of treatment,patients’physical activity significantly decreases.AIM To systematicall... BACKGROUND Lung cancer is one of the most common and deadly cancers worldwide.As the disease progresses and due to the side effects of treatment,patients’physical activity significantly decreases.AIM To systematically review and conduct a meta-analysis on the effects of exercise rehabilitation on the physical activity of lung cancer patients and determine the best implementation methods to provide clinical guidance.METHODS Literature was searched through multiple electronic databases.A random effects model was used to combine effect sizes through standardized mean difference(SMD).The Cochrane risk of bias tool was used to assess the quality of the lite-rature,sensitivity analysis was used to ensure the robustness of the results,and Egger’s test was used to detect publication bias and asymmetry.RESULTS A total of 11 studies involving 541 patients were included in this study.The phy-sical endurance,muscle function and cardiopulmonary function of non-small cell lung cancer(NSCLC)patients were evaluated.The overall effect size of the six-minute walk test(6MWT)was not statistically significant.However,subgroup analysis found that endurance significantly improved when exercise duration exceeded 0.5 hours(P≤0.05).In terms of muscle function,the overall effect size was SMD=0.619.Subgroup analysis showed that strength training,respiratory training,and cross-training(XT)significantly improved muscle function.Exercise rehabilitation significantly enhanced cardiopulmonary endurance(SMD=0.856,P=0.002),and the effect was better when the single exercise duration was more than 1 hour,age was over 65 years,and the intervention period was more than 3 months.CONCLUSION Exercise rehabilitation effectively improved muscle function in NSCLC patients,especially strength training,respiratory training,and cross-training.Cardiopulmonary function also showed improvement,particularly when exercise duration exceeded 1 hour,age was≥65 years,and the intervention period was more than 3 months.A single exercise duration of more than 0.5 hours can enhance patients’physical endurance.Appropriately increasing exercise duration and selecting suitable exercise forms can effectively improve the physical activity of NSCLC patients. 展开更多
关键词 Non-small cell lung cancer Physical activity Physical endurance Muscle function Cardiopulmonary function
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Clinical significance of Ki-67 in patients with lung adenocarcinoma in situ complicated by type 2 diabetes
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作者 Ke Chen Ge Wang +2 位作者 Jing-Cheng Hu Ying-Yi Zhou Hai-Tao Ma 《World Journal of Diabetes》 2025年第2期114-122,共9页
BACKGROUND The increasing number of type 2 diabetes mellitus(T2DM)patients leads to higher rates of morbidity and mortality related to lung cancer.AIM To investigate the utility of the proliferating cell nuclear antig... BACKGROUND The increasing number of type 2 diabetes mellitus(T2DM)patients leads to higher rates of morbidity and mortality related to lung cancer.AIM To investigate the utility of the proliferating cell nuclear antigen Ki-67 in patients with lung adenocarcinoma in situ(AIS)complicated by T2DM.METHODS One hundred patients with AIS and T2DM(group A),100 patients with AIS alone(group B),and 60 patients with benign lung lesions(group C)admitted to the Department of Thoracic Surgery and Endocrinology of the First Affiliated Hospital of Soochow University from November 2021 to December 2022 were enrolled.Ki-67 expression was compared among the groups.RESULTS Group A had significantly higher levels of fasting plasma glucose(FPG),total cholesterol(TC),total triglyceride,low-density lipoprotein cholesterol,glycosylated hemoglobin(HbA1c),and insulin than groups B and C(P<0.01).Meanwhile,group B had higher insulin levels than group C(P<0.01).Group A exhibited a significantly higher average Ki-67 positivity rate than group B(P<0.01).The Ki-67 positivity rate in group A was 86.87%,while the positivity rate in group B was 77%.Ki-67 was positively correlated with FPG(P<0.01)and HbA1c levels(P<0.01).Ki-67,FBG,insulin,HbA1c,high-density lipoprotein cholesterol and TC were independent factors for patients with AIS complicated by T2DM.Chen K et al.Ki67 in patients with AIS complicated by T2DM WJD https://www.wjgnet.com 2 February 15,2025 Volume 16 Issue 2 CONCLUSION Ki-67 expression was higher in patients with AIS complicated by T2DM than in patients with AIS alone.Therefore,detecting the Ki-67 level might assist in the diagnosis of AIS in patients with T2DM. 展开更多
关键词 KI-67 Type 2 diabetes mellitus lung adenocarcinoma in situ IMMUNOHISTOCHEMISTRY Prognostic marker
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LungPoint导航联合吲哚菁绿荧光成像在Ⅰa期非小细胞肺癌淋巴结采样中的应用价值
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作者 朱建坤 刘大伟 +1 位作者 李晓峰 孟倩 《结核与肺部疾病杂志》 2024年第2期101-105,共5页
目的:寻找一种准确定位Ⅰa期非小细胞肺癌患者(NSCLC)前哨淋巴结(SLN)的方法,验证SLN作为淋巴结取样样本的合理性。方法:采用前瞻性研究方法,参照入组标准纳入2021年1月至2023年12月在山东省公共卫生临床中心胸外科临床分期为Ⅰa期NSCL... 目的:寻找一种准确定位Ⅰa期非小细胞肺癌患者(NSCLC)前哨淋巴结(SLN)的方法,验证SLN作为淋巴结取样样本的合理性。方法:采用前瞻性研究方法,参照入组标准纳入2021年1月至2023年12月在山东省公共卫生临床中心胸外科临床分期为Ⅰa期NSCLC住院患者50例,术前借助LungPoint导航气管镜下肿瘤周围注射示踪剂吲哚菁绿,通过荧光胸腔镜成像完成SLN定位,并对包括SLN在内的区域淋巴结行病理学检查,使用该方法对SLN的识别率、准确率与假阴性率等验证其作为淋巴结取样样本的合理性。结果:50例患者中,41例检测到SLN,识别率为82.0%(41/50),经病理检测发现3例共计9枚SLN有淋巴结转移(阳性),其中1例亦检出非前哨淋巴结(N-SLN)阳性2枚。9例患者未检测到SLN,清扫淋巴结54枚,未发现转移淋巴结,故SLN准确率为100.0%(41/41),假阴性率为0(0/3)。结论:借助LungPoint气管镜在肿瘤周围注射示踪剂吲哚菁绿,通过荧光胸腔镜成像探寻SLN技术具有较高的区域淋巴结转移预测性,有望成为指导Ⅰa期NSCLC系统性淋巴结采样的依据。 展开更多
关键词 非小细胞肺 前哨淋巴结活组织检查 吲哚花青绿 显微镜检查 荧光
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Proteomics analysis of liver proteins from rats with spleen-deficiency syndrome induced by chronic improper diet consumption and fatigue 被引量:1
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作者 Cong Li Ronghua Zhao +2 位作者 Mine Xie Zhengguang Guo Wei Sun 《Journal of Traditional Chinese Medical Sciences》 2017年第2期113-126,共14页
Objective:To investigate a proteomics analysis of liver proteins from rats with spleen-deficiency syndrome (SDS) induced by chronic improper diet consumption and fatigue.Methods:This study used a liver proteomic profi... Objective:To investigate a proteomics analysis of liver proteins from rats with spleen-deficiency syndrome (SDS) induced by chronic improper diet consumption and fatigue.Methods:This study used a liver proteomic profiling method to identify differentially expressed proteins and altered pathways involved in SDS rats.Specifically,we collected liver samples from a control group and a group with SDS induced by chronic improper diet consumption and fatigue for 4 weeks.The pooled liver proteins in each group were labeled with 8-plex isobaric tags for relative and absolute quantitation reagents.The labeled control and SDS group samples were pooled together and separated by high-pH reverse-phase liquid chromatography.The differentially expressed proteins from the liver proteomes were analyzed to identify potential biomarkers of SDS.Differentially expressed proteins were selected in conjunction with gene ontology and ingenuity pathway analysis.Results:We identified 2176 protein clusters with more than two peptides in the SDS group,with 141 proteins quantified as differentially expressed proteins.Of these,75 proteins were up-regulated,and 66 were down-regulated.Three activated signaling pathways,the thrombin,CXCR4 and synaptic long term depression signaling pathways,and a large multi-protein complex within the network were revealed in the liver proteomic analysis of SDS rats.Conclusions:This is the first report of a differential liver proteome under SDS conditions.The results suggest that the liver proteome partially reflects the pathological changes involved in SDS.The findings provide important information for comprehensively understanding the mechanisms of dysfunction or injury in the liver at the molecular level as a result of SDS.Furthermore,they provide a novel understanding of the connotation of SDS in the fleld of traditional Chinese Medicine. 展开更多
关键词 spleen-deficiency syndrome PROTEOMICS ANALYSIS Liver IMPROPER diet consumption FATIGUE
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Effect of Weiliuan of different prescriptions on gastrointestinal regulation factor in spleen-deficiency rats
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作者 Xuan-xuanZHU Xue-feiZHANG Shen-linLIU 《中国药理学与毒理学杂志》 CAS CSCD 北大核心 2015年第S1期110-111,共2页
OBJECTIVE To observe the regulating effect of Weiliuan on digestive enzyme and relevant gastrointestinal hormone in spleen-deficiency rats.METHODS The rats were given the decoction of Radix et Rhizoma combine with die... OBJECTIVE To observe the regulating effect of Weiliuan on digestive enzyme and relevant gastrointestinal hormone in spleen-deficiency rats.METHODS The rats were given the decoction of Radix et Rhizoma combine with dietary disorder to induce spleen-deficiency syndrome.Spleen-deficiency rats were divided into 8groups:normal control group,spleen deficiency model group,Mengtuoshi San group(0.15g·kg-1),Weiliuan 31.5and 15.75g·kg-1 groups,Weiliuan splited prescriptionⅠ 31.5 and 15.75g·kg-1groups,Weiliuan splited prescriptionⅡ 31.5and 15.75g·kg-1 groups.At the end of experiment,the level of amylase(AMS),lactic dehydrogenase(LDH),succinate dehydrogenase(SDH),motilin(MTL),somatostatin(SS),gastrin(GAS)and organ coefficient were detected.RESULTS Weiliuan group,Weiliuan splited prescriptionⅠ group and Weiliuan splited prescriptionⅡ group can significantly reduce the spleen index,the level of SDH and LDH,it can also improve the level of the AMS(P<0.05,P<0.01)In the regulation of hormone levels,Weiliuan group,Weiliuan splited prescriptionⅠ group and Weiliuan splited prescriptionⅡ group can significantly improve the levels MTL and GAS(P<0.05),but had no obvious effect on SS.CONCLUSION Weiliuan group,Weiliuan splited prescriptionⅠ group and Weiliuan splited prescriptionⅡ group can improve the symptoms of spleen deficiency syndrome significantly.Its mechanism may be to regulate the levels of AMS,SDH,LDH,MTL and GAS. 展开更多
关键词 Weiliuan spleen-deficiency DIGESTIVE ENZYME
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Gastric metastasis of small cell lung carcinoma:Three case reports and review of literature 被引量:3
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作者 Shan Yang Qing-Yun He +5 位作者 Qing-Jing Zhao Han-Tao Yang Zheng-Yi Yang Wen-Yi Che Hua-Mei Li Hui-Chao Wu 《World Journal of Gastroenterology》 SCIE CAS 2024年第31期3717-3725,共9页
BACKGROUND Small cell lung carcinoma(SCLC)is highly susceptible to metastasis in the early stages of the disease.However,the stomach is an uncommon site of metastasis in SCLC,and only a few cases of this type of metas... BACKGROUND Small cell lung carcinoma(SCLC)is highly susceptible to metastasis in the early stages of the disease.However,the stomach is an uncommon site of metastasis in SCLC,and only a few cases of this type of metastasis have been reported.Therefore,SCLC gastric metastases have not been systematically characterized and are easily missed and misdiagnosed.CASE SUMMARY We report three cases of gastric metastasis from SCLC in this article.The first patient presented primarily with cough,hemoptysis,and epigastric fullness.The other two patients presented primarily with abdominal discomfort,epigastric distension,and pain.All patients underwent gastroscopy and imaging examinations.Meanwhile,the immunohistochemical results of the lesions in three patients were suggestive of small cell carcinoma.Finally,the three patients were diagnosed with gastric metastasis of SCLC through a comprehensive analysis.The three patients did not receive appropriate treatment and died within a short time.CONCLUSION Here,we focused on summarizing the characteristics of gastric metastasis of SCLC to enhance clinicians'understanding of this disease. 展开更多
关键词 Small cell lung cancer Gastric neoplasms Neoplasm metastasis DIAGNOSIS Case report
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Leveraging diverse cell-death patterns to predict the clinical outcome of immune checkpoint therapy in lung adenocarcinoma:Based on muti-omics analysis and vitro assay 被引量:2
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作者 HONGYUAN LIANG YANQIU LI +1 位作者 YONGGANG QU LINGYUN ZHANG 《Oncology Research》 SCIE 2024年第2期393-407,共15页
Advanced LUAD shows limited response to treatment including immune therapy.With the development of sequencing omics,it is urgent to combine high-throughput multi-omics data to identify new immune checkpoint therapeuti... Advanced LUAD shows limited response to treatment including immune therapy.With the development of sequencing omics,it is urgent to combine high-throughput multi-omics data to identify new immune checkpoint therapeutic response markers.Using GSE72094(n=386)and GSE31210(n=226)gene expression profile data in the GEO database,we identified genes associated with lung adenocarcinoma(LUAD)death using tools such as“edgeR”and“maftools”and visualized the characteristics of these genes using the“circlize”R package.We constructed a prognostic model based on death-related genes and optimized the model using LASSO-Cox regression methods.By calculating the cell death index(CDI)of each individual,we divided LUAD patients into high and low CDI groups and examined the relationship between CDI and overall survival time by principal component analysis(PCA)and Kaplan-Meier analysis.We also used the“ConsensusClusterPlus”tool for unsupervised clustering of LUAD subtypes based on model genes.In addition,we collected data on the expression of immunomodulatory genes and model genes for each cohort and performed tumor microenvironment analyses.We also used the TIDE algorithm to predict immunotherapy responses in the CDI cohort.Finally,we studied the effect of PRKCD on the proliferation and migration of LUAD cells through cell culture experiments.The study utilized the TCGA-LUAD cohort(n=493)and identified 2,901 genes that are differentially expressed in patients with LUAD.Through KEGG and GO enrichment analysis,these genes were found to be involved in a wide range of biological pathways.The study also used univariate Cox regression models and LASSO regression analyses to identify 17 candidate genes that were best associated with mortality prognostic risk scores.By comparing the overall survival(OS)outcomes of patients with different CDI values,it was found that increased CDI levels were significantly associated with lower OS rates.In addition,the study used unsupervised cluster analysis to divide 115 LUAD patients into two distinct clusters with significant differences in OS timing.Finally,a prognostic indicator called CDI was established and its feasibility as an independent prognostic indicator was evaluated by Cox proportional risk regression analysis.The immunotherapy efficacy was more sensitive in the group with high expression of programmed cell death models.Relationship between programmed cell death(PCD)signature models and drug reactivity.After evaluating the median inhibitory concentration(IC50)of various drugs in LUAD samples,statistically significant differences in IC50 values were found in cohorts with high and low CDI status.Specifically,Gefitinib and Lapatinib had higher IC50 values in the high-CDI cohort,while Olaparib,Oxaliplatin,SB216763,and Axitinib had lower values.These results suggest that individuals with high CDI levels are sensitive to tyrosine kinase inhibitors and may be resistant to conventional chemotherapy.Therefore,this study constructed a gene model that can evaluate patient immunotherapy by using programmed cell death-related genes based on muti-omics.The CDI index composed of these programmed cell death-related genes reveals the heterogeneity of lung adenocarcinoma tumors and serves as a prognostic indicator for patients. 展开更多
关键词 lung adenocarcinoma Programmed cell death Iron-death Drug sensitivity Cancer therapy
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Multilevel Attention Unet Segmentation Algorithmfor Lung Cancer Based on CT Images 被引量:1
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作者 Huan Wang Shi Qiu +1 位作者 Benyue Zhang Lixuan Xiao 《Computers, Materials & Continua》 SCIE EI 2024年第2期1569-1589,共21页
Lung cancer is a malady of the lungs that gravely jeopardizes human health.Therefore,early detection and treatment are paramount for the preservation of human life.Lung computed tomography(CT)image sequences can expli... Lung cancer is a malady of the lungs that gravely jeopardizes human health.Therefore,early detection and treatment are paramount for the preservation of human life.Lung computed tomography(CT)image sequences can explicitly delineate the pathological condition of the lungs.To meet the imperative for accurate diagnosis by physicians,expeditious segmentation of the region harboring lung cancer is of utmost significance.We utilize computer-aided methods to emulate the diagnostic process in which physicians concentrate on lung cancer in a sequential manner,erect an interpretable model,and attain segmentation of lung cancer.The specific advancements can be encapsulated as follows:1)Concentration on the lung parenchyma region:Based on 16-bit CT image capturing and the luminance characteristics of lung cancer,we proffer an intercept histogram algorithm.2)Focus on the specific locus of lung malignancy:Utilizing the spatial interrelation of lung cancer,we propose a memory-based Unet architecture and incorporate skip connections.3)Data Imbalance:In accordance with the prevalent situation of an overabundance of negative samples and a paucity of positive samples,we scrutinize the existing loss function and suggest a mixed loss function.Experimental results with pre-existing publicly available datasets and assembled datasets demonstrate that the segmentation efficacy,measured as Area Overlap Measure(AOM)is superior to 0.81,which markedly ameliorates in comparison with conventional algorithms,thereby facilitating physicians in diagnosis. 展开更多
关键词 lung cancer computed tomography computer-aided diagnosis Unet SEGMENTATION
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Secondary metabolites of mulberry leaves exert anti-lung cancer activity through regulating the PD-L1/PD-1 signaling pathway 被引量:1
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作者 Guiqin Ye Xin Sun +3 位作者 Jiuzhou Li Yuanyuan Mai Ruilan Gao Jianbin Zhang 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2024年第6期914-925,共12页
Lung cancer ranks the top of malignancies that cause cancer-related deaths worldwide.The leaves of Morus alba L are traditional Chinese medicine widely applied in respiratory diseases.Our previous work has demonstrate... Lung cancer ranks the top of malignancies that cause cancer-related deaths worldwide.The leaves of Morus alba L are traditional Chinese medicine widely applied in respiratory diseases.Our previous work has demonstrated the anti-lung cancer effect of secondary metabolites of mulberry leaf,but their mechanism of action has still not fully elucidated.We synthesized Moracin N(MAN)-Probe conjugated with alkyne to label lung cancer cells and identified protein targets by chemical proteomic analysis.MAN and its probe exerted similar growth-inhibitory effect on human lung cancer cells.Chemical proteomic results showed that MAN targeted the programmed death ligand 1(PD-L1)checkpoint pathway and T cell receptor(TCR)signaling pathway,indicating its immune-regulatory function.Cell-free surface plasmon resonance(SPR)results showed the direct interaction of MAN with PD-L1 protein.Molecular docking analysis demonstrated that MAN bound to E158 residue of PD-L1 protein.MAN downregulated the expression levels of PD-L1 in a time-and dose-dependent manner and disrupted the PD-L1/programmed death 1(PD-1)binding,including other secondary metabolites of mulberry leaves Guangsangon E(GSE)and Chalcomoracin(CMR).Human peripheral blood mononuclear cells(PBMCs)co-cultured with MAN-treated A549 cells,resulting in the increase of CD8^(+)GZMB^(+)T cells and the decrease of CD8^(+)PD-1^(+)T cells.It suggested that MAN exerts anti-cancer effect through blocking the PD-L1/PD-1 signaling.In vivo,MAN combined with anti-PD-1 antibody significantly inhibited lung cancer development and metastasis,indicating their synergistic effect.Taken together,secondary metabolites of mulberry leaves target the PD-L1/PD-1 signaling,enhance T cell-mediated immunity and inhibit the tumorigenesis of lung cancer.Their modulatory effect on tumor microenvironment makes them able to enhance the therapeutic efficacy of immune checkpoint inhibitors in lung cancer. 展开更多
关键词 Moracin N Click chemistry PD-L1 T cell lung cancer
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Bronchoalveolar lavage fluid assessment facilitates precision medicine for lung cancer 被引量:1
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作者 Hantao Zhang Dan Deng +4 位作者 Shujun Li Jing Ren Wei Huang Dan Liu Weiya Wang 《Cancer Biology & Medicine》 SCIE CAS CSCD 2024年第3期230-251,共22页
Lung cancer is the most common and fatal malignant disease worldwide and has the highest mortality rate among tumor-related causes of death.Early diagnosis and precision medicine can significantly improve the survival... Lung cancer is the most common and fatal malignant disease worldwide and has the highest mortality rate among tumor-related causes of death.Early diagnosis and precision medicine can significantly improve the survival rate and prognosis of lung cancer patients.At present,the clinical diagnosis of lung cancer is challenging due to a lack of effective non-invasive detection methods and biomarkers,and treatment is primarily hindered by drug resistance and high tumor heterogeneity.Liquid biopsy is a method for detecting circulating biomarkers in the blood and other body fluids containing genetic information from primary tumor tissues.Bronchoalveolar lavage fluid(BALF)is a potential liquid biopsy medium that is rich in a variety of bioactive substances and cell components.BALF contains information on the key characteristics of tumors,including the tumor subtype,gene mutation type,and tumor environment,thus BALF may be used as a diagnostic supplement to lung biopsy.In this review,the current research on BALF in the diagnosis,treatment,and prognosis of lung cancer is summarized.The advantages and disadvantages of different components of BALF,including cells,cell-free DNA,extracellular vesicles,and micro RNA are introduced.In particular,the great potential of extracellular vesicles in precision diagnosis and detection of drug-resistant for lung cancer is highlighted.In addition,the performance of liquid biopsies with different body fluid sources in lung cancer detection are compared to facilitate more selective studies involving BALF,thereby promoting the application of BALF for precision medicine in lung cancer patients in the future. 展开更多
关键词 lung cancer bronchoalveolar lavage fluid extracellular vesicles liquid biopsy precision medicine
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Impact of interleukin 6 levels on acute lung injury risk and disease severity in critically ill sepsis patients 被引量:2
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作者 Ya Liu Li Chen 《World Journal of Clinical Cases》 SCIE 2024年第23期5374-5381,共8页
BACKGROUND Sepsis is a life-threatening condition characterized by a dysregulation of the host response to infection that can lead to acute lung injury(ALI)and multiple organ dysfunction syndrome(MODS).Interleukin 6(I... BACKGROUND Sepsis is a life-threatening condition characterized by a dysregulation of the host response to infection that can lead to acute lung injury(ALI)and multiple organ dysfunction syndrome(MODS).Interleukin 6(IL-6)is a pro-inflammatory cytokine that plays a crucial role in the pathogenesis of sepsis and its complications.AIM To investigate the relationship among plasma IL-6 levels,risk of ALI,and disease severity in critically ill patients with sepsis.METHODS This prospective and observational study was conducted in the intensive care unit of a tertiary care hospital between January 2021 and December 2022.A total of 83 septic patients were enrolled.Plasma IL-6 levels were measured upon admission using an enzyme-linked immunosorbent assay.The development of ALI and MODS was monitored during hospitalization.Disease severity was evaluated by Acute Physiology and Chronic Health Evaluation II(APACHE II)and Sequential Organ Failure Assessment(SOFA)scores.RESULTS Among the 83 patients with sepsis,38(45.8%)developed ALI and 29(34.9%)developed MODS.Plasma IL-6 levels were significantly higher in patients who developed ALI than in those without ALI(median:125.6 pg/mL vs 48.3 pg/mL;P<0.001).Similarly,patients with MODS had higher IL-6 levels than those without MODS(median:142.9 pg/mL vs 58.7 pg/mL;P<0.001).Plasma IL-6 levels were strongly and positively correlated with APACHE II(r=0.72;P<0.001)and SOFA scores(r=0.68;P<0.001).CONCLUSIONElevated plasma IL-6 levels in critically ill patients with sepsis were associated with an increased risk of ALI andMODS.Higher IL-6 levels were correlated with greater disease severity,as reflected by higher APACHE II andSOFA scores.These findings suggest that IL-6 may serve as a biomarker for predicting the development of ALI anddisease severity in patients with sepsis. 展开更多
关键词 SEPSIS Acute lung injury Multiple organ dysfunction syndrome INTERLEUKIN-6 BIOMARKER Disease severity
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Nursing effect of narrative nursing intervention on postoperative patients with severe lung cancer 被引量:1
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作者 Bin Wen Ying Liu +1 位作者 Xiao-Xia Min An-Qi Wang 《World Journal of Clinical Cases》 SCIE 2024年第1期76-85,共10页
BACKGROUND Lung cancer is a common disease with high mortality,and psychological support is very important in the diagnosis and treatment of postoperative patients with cancer pain.AIM To explore the application effec... BACKGROUND Lung cancer is a common disease with high mortality,and psychological support is very important in the diagnosis and treatment of postoperative patients with cancer pain.AIM To explore the application effect of the narrative nursing method in postoperative lung cancer patients in the intensive care unit.METHODS A total of 120 patients diagnosed with lung cancer and experiencing cancer-related pain were randomly allocated into two groups:an observation group and a control group,each consisting of 60 cases.The control group was given routine analgesic and psychological care,while the research group applied the five-step narrative nursing method based on routine care,comparing the visual analogue scale scores,sleep status,anxiety and depression status,and quality of life of the two groups of patients before and after the intervention.RESULTS The pain scores,anxiety scores,and depression scores of the study group were lower than those of the control group after the intervention using the narrative nursing method,and the difference was statistically significant(P<0.05).CONCLUSION Using narrative nursing methods to intervene in patients with lung cancer combined with cancerous pain can help patients to correctly recognize their disease,adjust their mentality,establish confidence,alleviate patients'subjective pain feelings,and improve their adverse emotions. 展开更多
关键词 Narrative care lung cancer Care unit PAIN Quality of life
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Enhanced recovery after surgery in elderly patients with non-small cell lung cancer who underwent video-assisted thoracic surgery 被引量:2
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作者 Mei-Hua Sun Liu-Sheng Wu +2 位作者 Ying-Yang Qiu Jun Yan Xiao-Qiang Li 《World Journal of Clinical Cases》 SCIE 2024年第12期2040-2049,共10页
BACKGROUND This study was designed to investigate the clinical outcomes of enhanced recovery after surgery(ERAS)in the perioperative period in elderly patients with nonsmall cell lung cancer(NSCLC).AIM To investigate ... BACKGROUND This study was designed to investigate the clinical outcomes of enhanced recovery after surgery(ERAS)in the perioperative period in elderly patients with nonsmall cell lung cancer(NSCLC).AIM To investigate the potential enhancement of video-assisted thoracic surgery(VATS)in postoperative recovery in elderly patients with NSCLC.METHODS We retrospectively analysed the clinical data of 85 elderly NSCLC patients who underwent ERAS(the ERAS group)and 327 elderly NSCLC patients who received routine care(the control group)after VATS at the Department of Thoracic Surgery of Peking University Shenzhen Hospital between May 2015 and April 2017.After propensity score matching of baseline data,we analysed the postoperative stay,total hospital expenses,postoperative 48-h pain score,and postoperative complication rate for the 2 groups of patients who underwent lobectomy or sublobar resection.RESULTS After propensity score matching,ERAS significantly reduced the postoperative hospital stay(6.96±4.16 vs 8.48±4.18 d,P=0.001)and total hospital expenses(48875.27±18437.5 vs 55497.64±21168.63 CNY,P=0.014)and improved the satisfaction score(79.8±7.55 vs 77.35±7.72,P=0.029)relative to those for routine care.No significant between-group difference was observed in postoperative 48-h pain score(4.68±1.69 vs 5.28±2.1,P=0.090)or postoperative complication rate(21.2%vs 27.1%,P=0.371).Subgroup analysis showed that ERAS significantly reduced the postoperative hospital stay and total hospital expenses and increased the satisfaction score of patients who underwent lobectomy but not of patients who underwent sublobar resection.CONCLUSION ERAS effectively reduced the postoperative hospital stay and total hospital expenses and improved the satisfaction score in the perioperative period for elderly NSCLC patients who underwent lobectomy but not for patients who underwent sublobar resection. 展开更多
关键词 Enhanced recovery after surgery Non-small cell lung cancer Perioperative care Propensity score Video-assisted thoracic surgery
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