Clinically relevant characterization of lung adenocarcinoma subtypes based on cellular pathways: an international validation study.
Lung adenocarcinoma (AD) represents a predominant type of lung cancer demonstrating significant morphologic and molecular heterogeneity. We sought to understand this heterogeneity by utilizing gene expression analyses of 432 AD samples and examining associations between 27 known cancer-related pathways and the AD subtype, clinical characteristics and patient survival. Unsupervised clustering of AD and gene expression enrichment analysis reveals that cell proliferation is the most important pathway separating tumors into subgroups. Further, AD with increased cell proliferation demonstrate significantly poorer outcome and an increased solid AD subtype component. Additionally, we find that tumors with any solid component have decreased survival as compared to tumors without a solid component. These results lead to the potential to use a relatively simple pathological examination of a tumor in order to determine its aggressiveness and the patient's prognosis. Additional results suggest the ability to use a similar approach to determine a patient's sensitivity to targeted treatment. We then demonstrated the consistency of these findings using two independent AD cohorts from Asia (N = 87) and Europe (N = 89) using the identical analytic procedures.
Bryant
Christopher M
CM
Thoracic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor, Michigan, United States of America.
Albertus
Daniel L
DL
Kim
Sinae
S
Chen
Guoan
G
Brambilla
Christian
C
Guedj
Mickael
M
Arima
Chinatsu
C
Travis
William D
WD
Yatabe
Yasushi
Y
Takahashi
Takashi
T
Brambilla
Elisabeth
E
Beer
David G
DG
D000230:Adenocarcinoma / Q000145:classification* / Q000378:metabolism* / Q000401:mortality / Q000473:pathology; D016000:Cluster Analysis; D006801:Humans; D016015:Logistic Models; D008175:Lung Neoplasms / Q000145:classification* / Q000378:metabolism* / Q000401:mortality / Q000473:pathology; D015398:Signal Transduction / Q000235:genetics / Q000502:physiology; D016019:Survival Analysis