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
In order to investigate the clinical significance of 99mTc-Tetrofosmin （TF） scintigraphy in the evaluation of lung cancer and mediastinal lymphoid node involvement, 33 patients with pulmo- nary neoplasmas were subje...In order to investigate the clinical significance of 99mTc-Tetrofosmin （TF） scintigraphy in the evaluation of lung cancer and mediastinal lymphoid node involvement, 33 patients with pulmo- nary neoplasmas were subjected to both 99mTc-TF scintigraphies and CT scans in one week before their operations or puncturations. All the images were judged visually and the emission images were analyzed with semi-quantitative methods in addition. The results of each group were compared. There was marked difference in target/non-target （T/N） ratio between the lung cancer group and the benign lesion group （P〈0.001）. Moreover, in the lung cancer group, T/N ratio in tomographies was signifi- cantly higher than that in planar images （P〈0.01）. The sensitivity and accuracy of semi-quantitative analysis in 99mTc-TF SPECT were significantly higher than those of CT in the diagnosis of pulmonary neoplasmas （P〈0.05 and P〈0.01 respectively）, so was the sensitivity of 99mTc-TF SPECT vs CT in the diagnosis of mediastinal lymphoid node metastasis （P〈0.05）. It was also found that epidermoid squamous cell carcinomas and adenocarcinomas had a higher T/N ratio than in small cell carcinomas （P〈0.05）, and 2 h washout rate （WR） of adenocarcinomas was higher than that of epidermoid squamous cell carcinomas （P〈0.05）. In conclusion, 99mTc-TF scintigraphy showed a favorable diag- nostic accuracy in appraising lung cancers and mediastinal lymph node metastases. Furthermore semi-quantitative technology can improve the accuracy, and is potential to offer some information about histological type of the cancer tissue. Therefore, 99mTc-TF scintigraphy will be a useful tool in the diagnosis and staging of lung cancer.展开更多
Hydrostatic pulmonary edema is as an abnormal in-crease in extravascular water secondary to elevatedpressure in the pulmonary circulation, due to conges-tive heart failure or intravascular volume overload.Diagnosis of...Hydrostatic pulmonary edema is as an abnormal in-crease in extravascular water secondary to elevatedpressure in the pulmonary circulation, due to conges-tive heart failure or intravascular volume overload.Diagnosis of hydrostatic pulmonary edema is usuallybased on clinical signs associated to conventional ra-diography findings. Interpretation of radiologic signsof cardiogenic pulmonary edema are often question-able and subject. For a bedside prompt evaluation,lung ultrasound(LUS) may assess pulmonary conges-tion through the evaluation of vertical reverberationartifacts, known as B-lines. These artifacts are relatedto multiple minimal acoustic interfaces between smallwater-rich structures and alveolar air, as it happens incase of thickened interlobular septa due to increase of extravascular lung water. The number, diffusion and in-tensity of B lines correlates with both the radiologic andinvasive estimate of extravascular lung water. The inte-gration of conventional chest radiograph with LUS canbe very helpful to obtain the correct diagnosis. Com-puted tomography(CT) is of limited use in the work upof cardiogenic pulmonary edema, due to its high cost,little use in the emergencies and radiation exposure.However, a deep knowledge of CT signs of pulmonaryedema is crucial when other similar pulmonary condi-tions may occasionally be in the differential diagnosis.展开更多
The significance of electronic microscopc examination(EM) in the diagnosis of pulmonary neoplasms was evaIuated in 40 cases of Patients with different kinds of Pulmonary neoplasms.In 27 of the 40 cases,final diagnoses...The significance of electronic microscopc examination(EM) in the diagnosis of pulmonary neoplasms was evaIuated in 40 cases of Patients with different kinds of Pulmonary neoplasms.In 27 of the 40 cases,final diagnoses were made by light microscope(LM) examination,while in the remaining 13 cases,LM faded to reach definite diagnoses which were established with the help of EM.By analyzing our data,we conclude that in the following situations,EM helps meet in the diagnosis of pulmonary neoplasm:1.diagnosis of neuroendocrinal carcinomas of the lung;2.diagnosis of some rare pulmonary neoplasm;3.documentation of the histologic origins of the matastatic pulmonary neoplasms and 4.differentiation of malignant mesothelioma with pleural metastasis of Pulmonary adenocarcinoma.展开更多
Background: Resistance to cisplatin (DDP) leads to poor prognosis in patients with Lung Adenocarcinoma (LUAD) and limits its clinical application. It has been confirmed that autophagy promotes chemoresistance and, the...Background: Resistance to cisplatin (DDP) leads to poor prognosis in patients with Lung Adenocarcinoma (LUAD) and limits its clinical application. It has been confirmed that autophagy promotes chemoresistance and, therefore, novel strategies to reverse chemoresistance by regulating autophagy are desperately needed. Methods: The differentially expressed lncRNAs (DElncRNAs), miRNAs (DEmiRNAs), and mRNAs (DEmRNAs) between A549 and A549/DDP cell lines were identified using the limma package in R, after gene expression profiles were obtained from Gene Expression Omnibus (GEO) database. By combining Autophagy-Related Genes (ARGs) from Human Autophagy Database (HADb), the interactions lncRNA-miRNAs and the interactions miRNAs-mRNAs respectively predicted by miRcode and miRDB/Targetscan database, the autophagy-related ceRNA network was constructed. Then, extraction of ceRNA subnetwork and Cox regression analyses were performed. A prognosis-related ceRNA subnetwork was constructed, and the upstream Transcription Factors (TFs) regulating lncRNAs were predicted by the JASPAR database. Finally, the expression patterns of candidate genes were further verified by quantitative real-time polymerase chain reaction (qRT-PCR) experiments. Results: A total of 3179 DEmRNAs, 180 DEmiRNAs, and 160 DElncRNAs were identified, and 35 DEmRNAs were contained in the HADb. Based on the ceRNA hypothesis, we established a ceRNA network, including 10 autophagy-related DEmRNAs, 9 DEmiRNAs, and 14 DElncRNAs. Then, LINC00520, miR-181d, and BCL2 were identified to construct a risk score model, which was confirmed to be a well-predicting prognostic factor. Furthermore, 5 TF ZNF family members were predicted to regulate LINC00520, whereas the RT-PCR results showed that the 5 ZNFs were consistent with the bioinformatics analysis. Finally, a ZNF regulatory LINC00520/miR-181d/BCL2 ceRNA subnetwork was constructed. Conclusions: An ZNFs/LINC00520/miR-181d/BCL2 axis as a novel network in DDP-resistant LUAD has been constructed successfully, which may provide potential therapeutic targets for LUAD.展开更多
Corona virus disease 2019(COVID-19)infection has become a major public health issue affecting human health.The main goal of epidemic prevention and control at the current stage in China is to“protect people’s health...Corona virus disease 2019(COVID-19)infection has become a major public health issue affecting human health.The main goal of epidemic prevention and control at the current stage in China is to“protect people’s health and prevent severe cases”.Patients with lung cancer who receive antitumor therapy have low immunity,and the risk of severe illness and death once infected is much higher than healthy people,so they are vulnerable to COVID-19 infection.At present,less attention has been paid to the prevention and treatment of COVID-19 infection in patients with lung cancer in domestic guidelines and consensus.Based on the published data in China and abroad,we proposed recommendations and formed expert consensus on the vaccination of COVID-19,the use of neutralizing antibodies and small molecule antiviral drugs for patients with lung cancer,for physician’s reference.展开更多
BACKGROUND Tracheal neoplasms represent less than 0.1%of all malignancies and have no established treatment guidelines.Surgical resection with reconstruction is the primary treatment.This study demonstrates successful...BACKGROUND Tracheal neoplasms represent less than 0.1%of all malignancies and have no established treatment guidelines.Surgical resection with reconstruction is the primary treatment.This study demonstrates successful treatment of concurrent lung and tracheal tumors using surgical excision and intraoperative photodynamic therapy(PDT),highlighting the effectiveness and safety of this approach.CASE SUMMARY A 74-year-old male with a history of smoking and chronic obstructive pulmonary disease was diagnosed with tracheal squamous cell carcinoma and right lower lobe adenocarcinoma.A multidisciplinary team created a treatment plan involving tumor resection and PDT.The tracheal tumor was removed through a tracheal incision and this was followed by intraluminal PDT.The trachea was repaired and a right lower lobectomy was performed.The patient received a second PDT treatment postoperatively and was discharged 10 d after the tracheal surgery,without complications.He then underwent platinum-based chemotherapy for lymphovascular invasion of lung cancer.Three-month postoperative bronchoscopy revealed normal tracheal mucosa with a scar at the resection site and no evidence of tumor recurrence in the trachea or lung.CONCLUSION Our case of concurrent tracheal and lung cancers was successfully treated with surgical excision and intraoperative PDT which proved safe and effective in this patient.展开更多
背景与目的囊腔型肺癌作为一种特殊类型的肺癌逐步得到人们的关注,其最常见的病理类型为腺癌。囊腔型肺腺癌的浸润性对诊疗方案的选择和预后至关重要。本研究旨在分析囊腔型肺腺癌临床多特征,探讨其浸润性的独立危险因素并建立风险预测...背景与目的囊腔型肺癌作为一种特殊类型的肺癌逐步得到人们的关注,其最常见的病理类型为腺癌。囊腔型肺腺癌的浸润性对诊疗方案的选择和预后至关重要。本研究旨在分析囊腔型肺腺癌临床多特征,探讨其浸润性的独立危险因素并建立风险预测模型。方法回顾性分析2021年1月至2022年7月于南京医科大学第一附属医院胸外科行手术治疗的129例囊腔型肺腺癌患者,根据病理结果分成浸润前组:非典型腺瘤样增生(atypical adenomatous hyperplasia,AAH)、原位腺癌(adenocarcinoma in situ,AIS)、微浸润型腺癌(minimally invasive adenocarcinoma,MIA)与浸润组:浸润性腺癌(invasive adenocarcinoma,IAC)。其中浸润前组47例,男性19例,女性28例,平均年龄(51.23±14.96)岁;浸润组82例,男性60例,女性22例,平均年龄(61.27±11.74)岁。收集两组病例多组临床特征,采用单因素分析、LASSO回归、多因素Logistic回归分析得出囊腔型肺腺癌浸润性的独立危险因素,建立浸润性风险预测模型。结果单因素分析显示年龄、性别、吸烟史、肺气肿、神经元特异性烯醇化酶(neuron-specific enolase,NSE)、囊腔数、病灶直径、囊腔直径、结节直径、实性成分直径、囊壁结节、囊壁光滑程度、囊腔形状、分叶征、短毛刺征、胸膜牵拉、血管穿行与支气管穿行在囊腔型肺腺癌浸润前组与浸润组间存在统计学差异(P<0.05)。上述变量经LASSO回归降维处理,进一步筛选出的变量包括:年龄、性别、吸烟史、NSE、囊腔数、病灶直径、囊腔直径、囊壁结节、囊壁光滑程度与分叶征,并纳入多因素Logistic回归分析,发现囊壁结节(P=0.035)与分叶征(P=0.001)是囊腔型肺腺癌浸润性的独立危险因素(P<0.05)。建立预测模型如下:P=e^x/(1+e^x),x=-7.927+1.476*囊壁结节+2.407*分叶征,曲线下面积(area under the curve,AUC)为0.950。结论囊壁结节及分叶征为囊腔型肺腺癌浸润性的独立危险因素,对囊腔型肺腺癌的浸润性预测具有一定的指导意义。展开更多
目的构建并验证一个模型以预测肺癌脑转移(lung cancer with brain metastases,LCBM)患者确诊后三个月内死亡的风险。方法本研究纳入监测,流行病学和最终结果(Surveillance,Epidemiology and End Results,SEER)数据库内2010年1月至2015...目的构建并验证一个模型以预测肺癌脑转移(lung cancer with brain metastases,LCBM)患者确诊后三个月内死亡的风险。方法本研究纳入监测,流行病学和最终结果(Surveillance,Epidemiology and End Results,SEER)数据库内2010年1月至2015年12月期间确诊为LCBM的患者。以是否发生早期死亡为研究终点将患者分为早期死亡组和非早期死亡组。以8∶2为比例将数据分为训练集和验证集。在训练集上采用最小绝对值收缩和筛选算子(least absolute shrinkage and selection operator,LASSO)回归法筛选预测因子,并使用多因素Logistic回归构建预测模型并创建列线图。使用受试者工作特征(receiver operating characteristic,ROC)曲线、校准曲线和临床决策曲线(decision curve analysis,DCA)分别在训练集和验证集上评估模型性能。结果共纳入5035例患者,早期死亡发生率28.3%。LASSO回归筛选出13个变量,Logistic回归最终保留了13个与LCBM患者早期死亡相关的危险因素,包括年龄、从诊断到开始治疗时间、肿瘤大小、肿瘤部位、肿瘤分化程度和组织学类型、T分期、N分期、手术、放疗、化疗、肝转移和骨转移。验证集的一致性指数(concordance index,C-index)为0.84,校准曲线和DCA显示模型具有较好的预测效能和临床净效益。结论基于多因素Logistic回归构建的LCBM患者发生早期死亡的预测模型的区分度较好,能够为临床决策提供一定的帮助。展开更多
文摘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.
文摘In order to investigate the clinical significance of 99mTc-Tetrofosmin （TF） scintigraphy in the evaluation of lung cancer and mediastinal lymphoid node involvement, 33 patients with pulmo- nary neoplasmas were subjected to both 99mTc-TF scintigraphies and CT scans in one week before their operations or puncturations. All the images were judged visually and the emission images were analyzed with semi-quantitative methods in addition. The results of each group were compared. There was marked difference in target/non-target （T/N） ratio between the lung cancer group and the benign lesion group （P〈0.001）. Moreover, in the lung cancer group, T/N ratio in tomographies was signifi- cantly higher than that in planar images （P〈0.01）. The sensitivity and accuracy of semi-quantitative analysis in 99mTc-TF SPECT were significantly higher than those of CT in the diagnosis of pulmonary neoplasmas （P〈0.05 and P〈0.01 respectively）, so was the sensitivity of 99mTc-TF SPECT vs CT in the diagnosis of mediastinal lymphoid node metastasis （P〈0.05）. It was also found that epidermoid squamous cell carcinomas and adenocarcinomas had a higher T/N ratio than in small cell carcinomas （P〈0.05）, and 2 h washout rate （WR） of adenocarcinomas was higher than that of epidermoid squamous cell carcinomas （P〈0.05）. In conclusion, 99mTc-TF scintigraphy showed a favorable diag- nostic accuracy in appraising lung cancers and mediastinal lymph node metastases. Furthermore semi-quantitative technology can improve the accuracy, and is potential to offer some information about histological type of the cancer tissue. Therefore, 99mTc-TF scintigraphy will be a useful tool in the diagnosis and staging of lung cancer.
文摘Hydrostatic pulmonary edema is as an abnormal in-crease in extravascular water secondary to elevatedpressure in the pulmonary circulation, due to conges-tive heart failure or intravascular volume overload.Diagnosis of hydrostatic pulmonary edema is usuallybased on clinical signs associated to conventional ra-diography findings. Interpretation of radiologic signsof cardiogenic pulmonary edema are often question-able and subject. For a bedside prompt evaluation,lung ultrasound(LUS) may assess pulmonary conges-tion through the evaluation of vertical reverberationartifacts, known as B-lines. These artifacts are relatedto multiple minimal acoustic interfaces between smallwater-rich structures and alveolar air, as it happens incase of thickened interlobular septa due to increase of extravascular lung water. The number, diffusion and in-tensity of B lines correlates with both the radiologic andinvasive estimate of extravascular lung water. The inte-gration of conventional chest radiograph with LUS canbe very helpful to obtain the correct diagnosis. Com-puted tomography(CT) is of limited use in the work upof cardiogenic pulmonary edema, due to its high cost,little use in the emergencies and radiation exposure.However, a deep knowledge of CT signs of pulmonaryedema is crucial when other similar pulmonary condi-tions may occasionally be in the differential diagnosis.
文摘The significance of electronic microscopc examination(EM) in the diagnosis of pulmonary neoplasms was evaIuated in 40 cases of Patients with different kinds of Pulmonary neoplasms.In 27 of the 40 cases,final diagnoses were made by light microscope(LM) examination,while in the remaining 13 cases,LM faded to reach definite diagnoses which were established with the help of EM.By analyzing our data,we conclude that in the following situations,EM helps meet in the diagnosis of pulmonary neoplasm:1.diagnosis of neuroendocrinal carcinomas of the lung;2.diagnosis of some rare pulmonary neoplasm;3.documentation of the histologic origins of the matastatic pulmonary neoplasms and 4.differentiation of malignant mesothelioma with pleural metastasis of Pulmonary adenocarcinoma.
文摘Background: Resistance to cisplatin (DDP) leads to poor prognosis in patients with Lung Adenocarcinoma (LUAD) and limits its clinical application. It has been confirmed that autophagy promotes chemoresistance and, therefore, novel strategies to reverse chemoresistance by regulating autophagy are desperately needed. Methods: The differentially expressed lncRNAs (DElncRNAs), miRNAs (DEmiRNAs), and mRNAs (DEmRNAs) between A549 and A549/DDP cell lines were identified using the limma package in R, after gene expression profiles were obtained from Gene Expression Omnibus (GEO) database. By combining Autophagy-Related Genes (ARGs) from Human Autophagy Database (HADb), the interactions lncRNA-miRNAs and the interactions miRNAs-mRNAs respectively predicted by miRcode and miRDB/Targetscan database, the autophagy-related ceRNA network was constructed. Then, extraction of ceRNA subnetwork and Cox regression analyses were performed. A prognosis-related ceRNA subnetwork was constructed, and the upstream Transcription Factors (TFs) regulating lncRNAs were predicted by the JASPAR database. Finally, the expression patterns of candidate genes were further verified by quantitative real-time polymerase chain reaction (qRT-PCR) experiments. Results: A total of 3179 DEmRNAs, 180 DEmiRNAs, and 160 DElncRNAs were identified, and 35 DEmRNAs were contained in the HADb. Based on the ceRNA hypothesis, we established a ceRNA network, including 10 autophagy-related DEmRNAs, 9 DEmiRNAs, and 14 DElncRNAs. Then, LINC00520, miR-181d, and BCL2 were identified to construct a risk score model, which was confirmed to be a well-predicting prognostic factor. Furthermore, 5 TF ZNF family members were predicted to regulate LINC00520, whereas the RT-PCR results showed that the 5 ZNFs were consistent with the bioinformatics analysis. Finally, a ZNF regulatory LINC00520/miR-181d/BCL2 ceRNA subnetwork was constructed. Conclusions: An ZNFs/LINC00520/miR-181d/BCL2 axis as a novel network in DDP-resistant LUAD has been constructed successfully, which may provide potential therapeutic targets for LUAD.
文摘Corona virus disease 2019(COVID-19)infection has become a major public health issue affecting human health.The main goal of epidemic prevention and control at the current stage in China is to“protect people’s health and prevent severe cases”.Patients with lung cancer who receive antitumor therapy have low immunity,and the risk of severe illness and death once infected is much higher than healthy people,so they are vulnerable to COVID-19 infection.At present,less attention has been paid to the prevention and treatment of COVID-19 infection in patients with lung cancer in domestic guidelines and consensus.Based on the published data in China and abroad,we proposed recommendations and formed expert consensus on the vaccination of COVID-19,the use of neutralizing antibodies and small molecule antiviral drugs for patients with lung cancer,for physician’s reference.
文摘BACKGROUND Tracheal neoplasms represent less than 0.1%of all malignancies and have no established treatment guidelines.Surgical resection with reconstruction is the primary treatment.This study demonstrates successful treatment of concurrent lung and tracheal tumors using surgical excision and intraoperative photodynamic therapy(PDT),highlighting the effectiveness and safety of this approach.CASE SUMMARY A 74-year-old male with a history of smoking and chronic obstructive pulmonary disease was diagnosed with tracheal squamous cell carcinoma and right lower lobe adenocarcinoma.A multidisciplinary team created a treatment plan involving tumor resection and PDT.The tracheal tumor was removed through a tracheal incision and this was followed by intraluminal PDT.The trachea was repaired and a right lower lobectomy was performed.The patient received a second PDT treatment postoperatively and was discharged 10 d after the tracheal surgery,without complications.He then underwent platinum-based chemotherapy for lymphovascular invasion of lung cancer.Three-month postoperative bronchoscopy revealed normal tracheal mucosa with a scar at the resection site and no evidence of tumor recurrence in the trachea or lung.CONCLUSION Our case of concurrent tracheal and lung cancers was successfully treated with surgical excision and intraoperative PDT which proved safe and effective in this patient.
文摘背景与目的囊腔型肺癌作为一种特殊类型的肺癌逐步得到人们的关注,其最常见的病理类型为腺癌。囊腔型肺腺癌的浸润性对诊疗方案的选择和预后至关重要。本研究旨在分析囊腔型肺腺癌临床多特征,探讨其浸润性的独立危险因素并建立风险预测模型。方法回顾性分析2021年1月至2022年7月于南京医科大学第一附属医院胸外科行手术治疗的129例囊腔型肺腺癌患者,根据病理结果分成浸润前组:非典型腺瘤样增生(atypical adenomatous hyperplasia,AAH)、原位腺癌(adenocarcinoma in situ,AIS)、微浸润型腺癌(minimally invasive adenocarcinoma,MIA)与浸润组:浸润性腺癌(invasive adenocarcinoma,IAC)。其中浸润前组47例,男性19例,女性28例,平均年龄(51.23±14.96)岁;浸润组82例,男性60例,女性22例,平均年龄(61.27±11.74)岁。收集两组病例多组临床特征,采用单因素分析、LASSO回归、多因素Logistic回归分析得出囊腔型肺腺癌浸润性的独立危险因素,建立浸润性风险预测模型。结果单因素分析显示年龄、性别、吸烟史、肺气肿、神经元特异性烯醇化酶(neuron-specific enolase,NSE)、囊腔数、病灶直径、囊腔直径、结节直径、实性成分直径、囊壁结节、囊壁光滑程度、囊腔形状、分叶征、短毛刺征、胸膜牵拉、血管穿行与支气管穿行在囊腔型肺腺癌浸润前组与浸润组间存在统计学差异(P<0.05)。上述变量经LASSO回归降维处理,进一步筛选出的变量包括:年龄、性别、吸烟史、NSE、囊腔数、病灶直径、囊腔直径、囊壁结节、囊壁光滑程度与分叶征,并纳入多因素Logistic回归分析,发现囊壁结节(P=0.035)与分叶征(P=0.001)是囊腔型肺腺癌浸润性的独立危险因素(P<0.05)。建立预测模型如下:P=e^x/(1+e^x),x=-7.927+1.476*囊壁结节+2.407*分叶征,曲线下面积(area under the curve,AUC)为0.950。结论囊壁结节及分叶征为囊腔型肺腺癌浸润性的独立危险因素,对囊腔型肺腺癌的浸润性预测具有一定的指导意义。
文摘目的构建并验证一个模型以预测肺癌脑转移(lung cancer with brain metastases,LCBM)患者确诊后三个月内死亡的风险。方法本研究纳入监测,流行病学和最终结果(Surveillance,Epidemiology and End Results,SEER)数据库内2010年1月至2015年12月期间确诊为LCBM的患者。以是否发生早期死亡为研究终点将患者分为早期死亡组和非早期死亡组。以8∶2为比例将数据分为训练集和验证集。在训练集上采用最小绝对值收缩和筛选算子(least absolute shrinkage and selection operator,LASSO)回归法筛选预测因子,并使用多因素Logistic回归构建预测模型并创建列线图。使用受试者工作特征(receiver operating characteristic,ROC)曲线、校准曲线和临床决策曲线(decision curve analysis,DCA)分别在训练集和验证集上评估模型性能。结果共纳入5035例患者,早期死亡发生率28.3%。LASSO回归筛选出13个变量,Logistic回归最终保留了13个与LCBM患者早期死亡相关的危险因素,包括年龄、从诊断到开始治疗时间、肿瘤大小、肿瘤部位、肿瘤分化程度和组织学类型、T分期、N分期、手术、放疗、化疗、肝转移和骨转移。验证集的一致性指数(concordance index,C-index)为0.84,校准曲线和DCA显示模型具有较好的预测效能和临床净效益。结论基于多因素Logistic回归构建的LCBM患者发生早期死亡的预测模型的区分度较好,能够为临床决策提供一定的帮助。
