Preoperative detection of KRAS G12D mutation in ctDNA is a powerful predictor for early recurrence of resectable PDAC patients
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ARTICLE
Molecular Diagnostics
Preoperative detection of KRAS G12D mutation in ctDNA
is a powerful predictor for early recurrence of resectable
PDAC patients
Shiwei Guo1, Xiaohan Shi1, Jing Shen1, Suizhi Gao1, Huan Wang1, Shuo Shen1, Yaqi Pan1, Bo Li1, Xiongfei Xu1, Zhuo Shao1 and
Gang Jin1
BACKGROUND: About 25–37% of resectable pancreatic ductal adenocarcinoma (PDAC) had a great chance of early recurrence
after radical resection, which is mainly due to preoperative micrometastasis. We herein demonstrated the profiles of ctDNA in
resectable PDAC and use of ctDNA to identify patients with potential micrometastasis.
METHODS: A total of 113 and 44 resectable PDACs were enrolled in discovery and validation cohorts, separately. A panel
containing 50 genes was used to screen ctDNA by an NGS-based assessment with high specificity.
RESULTS: In the discovery cohort, the overall detection rate was 38.05% (43/113). Among positive ctDNA, KRAS mutation had
the highest detection rate (23.01%, 26/113), while the others were <5%. Survival analysis showed that plasma KRAS mutations,
especially KRAS G12D mutation, had significant association with OS and RFS of resectable PDAC. Plasma KRAS G12D mutation
showed a strong correlation with early distant metastasis. In the validation cohort, survival analysis showed similar association
between plasma KRAS G12D mutation and poor outcomes.
CONCLUSIONS: This study demonstrated that plasma KRAS mutations, especially KRAS G12D mutation, served as a useful
predictive biomarker for prognosis of resectable PDAC. More importantly, due to high correlation with micrometastasis,
preoperative detection of plasma KRAS G12D mutation helps in optimising surgical selection of resectable PDAC.
British Journal of Cancer (2020) 122:857–867; https://doi.org/10.1038/s41416-019-0704-2
BACKGROUND
Pancreatic ductal adenocarcinoma (PDAC) is one of the most
aggressive malignancies with a 5-year survival rate of <8%, and
this is mainly due to late diagnosis and rapid progression.1 The
majority, i.e., up to 80% of the patients have lost the chance of
surgery at the time of diagnosis.2 Even for patients with resectable
PDAC, a significant portion of them (25–37%) had great chances
of early recurrence after undergoing radical resection.3,4 The
presence of micrometastasis in patients that cannot be detected
by current preoperative imaging techniques is the main reason for
this quick relapse and as to why such patients cannot benefit from
surgery.5,6 So, new-generation biomarkers are urgently needed
to identify patients with micrometastasis, avoiding unnecessary
surgical interventions.
Liquid biopsy biomarkers are gaining interest in cancer
research due to their advantages of convenient and noninvasive nature.7 Exosomes play an important role in PDAC
progression and can be used for early detection, especially
Glypican-1-positive exosomes can identify patients with latestage PDAC and distinguish from patients with precancerous
pancreatic lesions.8 The value of circulating tumour cells (CTCs)
in predicting prognosis has been broadly studied. The US Food
and Drug Administration (FDA) has approved the use of CTC as a
biomarker for prognostic evaluation in three types of cancers.9–11
Cell-free circulating tumour DNA (ctDNA) can be effectively
distinguished from normal cell-free circulating DNA (cfDNA) by
specific cancer-related mutations.12,13 Several studies have
proved a high detection rate and potential prognostic value of
ctDNA in PDAC.14–17 However, the data regarding the complexity
of exosome isolation invalidated it in other centres, and
heterogeneity as well as rarity of CTCs and ctDNA restrained
the application mainly in advanced patients.18 Therefore, more
stable methods and more validations are necessary before
clinical application, especially for patients with early-stage PDAC
who are commonly considered as resectable.
In recent years, different procedures for plasma ctDNA
processing, library construction and analytical methods have
led to incomparable results and confusion in clinical application.19 For NGS techniques, random errors usually happened
during the exponential amplification process, leading to high
false-positive rate, and this has been one of the most important
defects.20 However, some high-fidelity linear amplification
sequencing methods and optimised analytical methods may
help to improve.21 Hence, in this study, a highly specific ctDNA
detection method was used to explore the clinical value of
hotspot mutations in resectable PDAC patients and hoped that a
1
Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Navy Military Medical University (Second Military Medical University), Shanghai, China
Correspondence: Gang Jin ()
These authors contributed equally: Shiwei Guo, Xiaohan Shi, Jing Shen.
Received: 25 June 2019 Revised: 30 October 2019 Accepted: 10 December 2019
Published online: 23 January 2020
© The Author(s) 2020
Published by Springer Nature on behalf of Cancer Research UK
Preoperative detection of KRAS G12D mutation in ctDNA is a powerful. . .
S Guo et al.
858
new ctDNA biomarker can be used to optimise the surgical
selection of PDAC patients and eventually improve the survival
time of PDAC.
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METHODS
Patients
Patients with resectable PDAC were collected from Changhai
prospective database (Changhai Hospital, Shanghai, China). All
patients underwent curative surgery for tumour resection and
were histologically confirmed with PDAC. Patients who died of
surgical complications within 1 month after surgery have been
excluded. All patients provided written informed consent to use
their clinical data. The study was conducted in accordance with
the national guidelines, and acquired the approval of the Ethics
Committee at Changhai Hospital.
Clinical samples
Approximately 0.5–1 cm3 tumour tissue was removed from the
centre of the resected lesions, and then was rapidly maintained in
liquid nitrogen until DNA extraction. In total, 10 mL of preoperative venous blood was collected from patients in ethylenediaminetetraacetic acid tubes (Vacutainer blood collection tubes,
Becton, Dickinson and Company, NJ, USA). Within 2 h of collection,
the blood was centrifuged at 1600g for 10 min at 4 °C to obtain
plasma and a buffy coat layer (containing WBCs). The plasma was
then further centrifuged at 16,000g for 10 min at 4 °C to pellet any
remaining cells. Both plasma and the buffy coat layer were
collected and stored at −80 °C. Patients were neither provided
with the results of ctDNA sequencing nor any treatment decisions
made based on ctDNA results.
Tumour tissue, white blood cell genomic DNA and ctDNA
extraction
Before tumour tissue DNA extraction, at least one frozen resection
of each sample was assessed by two specialist pathologists to
confirm the tumour cellularity ≥20% (Supplementary Fig. 1).
Tumour tissue genomic DNA was extracted from the freshly frozen
mass using QIAamp DNA mini kit (Qiagen, Venlo, The Netherlan (...truncated)