To understand the mechanism and cellular functions of PTK7-associated signaling pathways in promoting lung cancer progression and conferring treatment to epidermal growth factor receptor tysosine kinase inhibitors (EGFR TKIs).

• RNA extraction: We will extract total RNA from cell lysates by using Tri-reagent (Molecular Research Center, Inc., Cincinnati, Ohio) and an RNA Mini Kit (Qiagen, Hilden, Germany) according to the manufacturer's instruction. RNA obtained from the Mini Kit column will be eluted. The quantity and quality of the purified RNA will be evaluated using a NanoDrop ND-1000 spectrophotometer will be stored at -80 °C for further mutational analyses.
• Data acquisition: We will record and follow patients' clinical information, including ethnicity, age, gender, smoking status, histological types, lung cancer stage (the TNM status), metastatic sites, ECOG score, CT/CXR imaging, chemotherapy or radiation treatment at the time of diagnosis of lung cancer and through the entire clinical courses. Specific marker such as TTF1, is used to ensure the diagnosis of primary lung tumor. Clinicopathologic stage assigns according to the seventh tumor-node-metastasis classification. We assess the treatment responses according to the Response Evaluation Criteria in Solid Tumors (RECIST) using the unidimension method, and record the best response achieved per treatment. Treatment response, progression-free survival, and overall survival are recorded prospectively for further analysis.
• Statistical analysis: All categorical variables will be analyzed with Pearson's χ² test, except where a small size required the use of Fisher's exact test. The progression-free survival curve and overall survival will be plotted by the Kaplan-Meier method and compared by the log-rank test. Multivariate analysis for overall survival will be performed using the Cox's proportional hazards model. Two-sided p-values of less than 0.05 is considered significant. All analyses will be performed using SPSS software (version 16.0 for Windows; SPSS Inc.).

Inclusion Criteria:

• Residual specimens under the project (201103013RC: RNA based gene testing using diagnostic minute samples for personalized therapy of lung cancer) will be used in the study.
• Patients have signed the informed consent (201103013RC) before 2019/01/31 and authorized the Institutional Review Board of Nation Taiwan University Hospital to review the new study for approving the usage of residual specimens.
• The residual samples from various sources, including surgical tissues, computed tomography (CT)-guided needle aspiration and/or biopsy, echo-guided needle aspiration and /or biopsy, bronchoscopic biopsy or brushing, bronchoalveolar lavage (BAL), endobronchial ultrasound guided needle aspiration, and lymph node aspiration, and pleural effusion specimens. The samples will be collected at the time of diagnostic procedure performed. All patients should sign an informed consent for purpose of using samples for molecular genetic testing.
• 600 residual specimens will be used for the study.

Exclusion Criteria:

• Patients didn't sign the informed consent (201103013RC).
• The residual specimens are not qualified.
• Patients didn't take epidermal growth factor receptor inhibitors.

only citizens of Taiwan will be enrolled.