This study aimed to analyze the association between driver mutations and predictive markers for some anti–tumor agents in non–small cell lung cancer (
NSCLC
). A cohort of 785 Chinese patients with
NSCLC
who underwent resection from March 2016 to November 2017 in the First Affiliated Hospital of Guangzhou Medical University was investigated. The specimens were subjected to hybridization capture and sequence of 8 important
NSCLC
‐related driver genes. In addition, the slides were tested for
PD
‐L1, excision repair cross‐complementation group 1 (
ERCC
1), ribonucleotide reductase subunit M1 (
RRM
1), thymidylate synthase (
TS
) and β‐tubulin
III
by immunohistochemical staining. A total of 498 (63.4%) patients had at least 1 driver gene alteration. Wild‐type,
EGFR
rare mutation (mut),
ALK
fusion (fus),
RAS
mut,
RET
fus and
MET
mut had relatively higher proportions of lower
ERCC
1 expression.
EGFR
19del,
EGFR
L858R,
EGFR
rare mut,
ALK
fus,
HER
2 mut,
ROS
1 fus and
MET
mut were more likely to have
TS
low expression. Wild‐type,
EGFR
L858R,
EGFR
rare mut and
BRAF
mut were associated with lower β‐tubulin
III
expression. In addition, wild‐type,
RAS
mut,
ROS
1 fus,
BRAF
and
MET
mut had higher proportion of
PD
‐L1 high expression. As a pilot validation, 21 wild‐type patients with advanced
NSCLC
showed better depth of response and response rate to taxanes compared with pemetrexed/gemcitabine (31.2%/60.0% vs 26.6%/45.5%). Our study may aid in selecting the optimal salvage regimen after targeted therapy failure, or the chemo‐regimen where targeted therapy has not been a routine option. Further validation is warranted.