A Quarter-split Domain-adaptive Network for EGFR Gene Mutation Prediction in Lung Cancer by Standardizing Heterogeneous CT image

Author(s):  
Liusu Wang ◽  
Shuo Wang ◽  
He Yu ◽  
Yongbei Zhu ◽  
Weimin Li ◽  
...  
2006 ◽  
Vol 12 (1) ◽  
pp. 43-48 ◽  
Author(s):  
Hiroaki Asano ◽  
Shinichi Toyooka ◽  
Masaki Tokumo ◽  
Kouichi Ichimura ◽  
Keisuke Aoe ◽  
...  

2019 ◽  
Vol 40 (8) ◽  
pp. 842-849 ◽  
Author(s):  
Mengmeng Jiang ◽  
Yiqian Zhang ◽  
Junshen Xu ◽  
Min Ji ◽  
Yinglong Guo ◽  
...  

2014 ◽  
Vol 141 (1) ◽  
pp. 61-68 ◽  
Author(s):  
Paweł Krawczyk ◽  
Rodryg Ramlau ◽  
Joanna Chorostowska-Wynimko ◽  
Tomasz Powrózek ◽  
Marzena Anna Lewandowska ◽  
...  

2006 ◽  
Vol 1 (3) ◽  
pp. 231-239 ◽  
Author(s):  
Anne S. Tsao ◽  
Xi Ming Tang ◽  
Bradley Sabloff ◽  
Lianchun Xiao ◽  
Hisayuki Shigematsu ◽  
...  

2021 ◽  
Vol 29 (1) ◽  
pp. 77-93
Author(s):  
Lanlan Liu ◽  
Xianzhi Xiong

Lung cancer ranks first in the incidence and mortality of cancer in the world, of which more than 80% are non-small cell lung cancer (NSCLC). The majority of NSCLC patients are in stage IIIB~IV when they are admitted to hospital and have no opportunity for surgery. Compared with traditional chemotherapy, specific targeted therapy has a higher selectivity and fewer adverse reactions, providing a new treatment direction for advanced NSCLC patients. Tyrosine kinase inhibitors of epidermal growth factor receptor (EGFR-TKIs) are the widely used targeted therapy for NSCLC patients. Their efficacy and prognosis are closely related to the mutation status of the EGFR gene. Clinically, detecting EGFR gene mutation is often limited by difficulty obtaining tissue specimens, limited detecting technology, and economic conditions, so it is of great clinical significance to find indicators to predict EGFR gene mutation status. Clinicopathological characteristics, tumor markers, liquid biopsy, and other predictors are less invasive, economical, and easier to obtain. They can be monitored in real-time, which is supposed to predict EGFR mutation status and provide guidance for the accurate, individualized diagnosis and therapy of NSCLC patients. This article reviewed the correlation between the clinical indicators and EGFR gene mutation status in NSCLC patients.


2017 ◽  
pp. 46-55
Author(s):  
E. V. Karabina ◽  
L. N. Lubchenko ◽  
M. M. Davydov

A reasonable strategy for drug therapy of non-small-cell lung cancer  (NSCLC) with activating mutations of EGFR is the use of tyrosine kinase inhibitors (TKI) in front-line therapy, providing a two-fold increase in life expectancy for patients with metastatic or locally advanced form of the disease. The results of several randomized trials determined and proved the role of Afatinib, the selective irreversible inhibitor of protein kinase receptors of the ErbB family, which  consists in the following positions: a verifiable increase in progression-free period (PFP) as front-line metastatic EGFR-mutated NSCLC as compared to chemotherapy, regardless of the EGFR gene mutation type; the advantage in respect of overall survival (OS) as front-line therapy with frequent EGFR gene mutation in NSCLC, with Del19 in particular (OS increase by more than 1 year in comparison with chemotherapy); the advantage in progression-free survival (PFS), treatment  time duration (TTD) as well as in objective response rate (ORR) in comparison with Gefitinib against metastatic EGFR-mutated NSCLC; therapeutic efficacy against brain metastasis and many rare mutations; dose adjustment of Afinitib with a view of its tolerability is an effective measure to decrease the drug-induced toxicity rate without affecting its therapeutic efficacy. This article also presents the results of clinical and economic research of the response and benefit of comparable drugs (Afatinib, Gefitinib and Erlotinib) for treatment of patients with NSCLC in the Russian Federation and the results of minor studies demonstrating the new opportunities of Afinitib and its combinations with other «partners». In particular, the efficiency of Afinitib use in the treatment of patients with HER2-mutated lung cancer is provided. In addition, the safety and efficacy of combinations of Afatinib + Bevacizumab and Afatinib + Cetuximab after the formation of acquired resistance to TKI is also noted, which can be used as a therapeutic option in case of Т790М mutation. Current controversial issues concerning the effectiveness of this drug with the new and other rare mutations, the allegedly incomplete cross-resistance against the previous two drugs of this group, lack of information about the therapeutic benefit of Afinitib in case of discordancy of the primary tumor and its metastasis call for further clinical research studies and refinement of diagnostic tests and systems.


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