Discovery and Qualification of Serum Protein Biomarker Candidates
for Cholangiocarcinoma Diagnosis
Kassaporn Duangkumpha,
†,‡
Thomas Stoll,
§
Jutarop Phetcharaburanin,
†,‡
Puangrat Yongvanit,
‡
Raynoo Thanan,
†
Anchalee Techasen,
‡,∥
Nisana Namwat,
†,‡
Narong Khuntikeo,
‡,⊥
Nittaya Chamadol,
‡,#
Sittiruk Roytrakul,
∇
Jason Mulvenna,
§
Ahmed Mohamed,
§
Alok K. Shah,
§
Michelle M. Hill,*
,§
and Watcharin Loilome*
,†,‡
†
Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand
‡
Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen 40002, Thailand
§
QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia
∥
Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand
⊥
Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand
#
Department of Radiology, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand
∇
Proteomics Research Laboratory, Genome Institute, National Center for Genetic Engineering and Biotechnology, National Science
and Technology Development Agency, Pathum Thani 12120, Thailand
* S Supporting Information
ABSTRACT: Cholangiocarcinoma (CCA) is a major health
problem in northeastern Thailand. The majority of CCA cases
are clinically silent and difficult to detect at an early stage.
Although abdominal ultrasonography (US) can detect pre-
malignant periductal fibrosis (PDF), this method is not suitable
for screening populations in remote areas. With the goal of
developing a blood test for detecting CCA in the at-risk
population, we carried out serum protein biomarker discovery
and qualification. Label-free shotgun proteomics was performed
on depleted serum samples from 30 participants (n = 10 for US-
normal, US-PDF, and CCA groups). Of 40 protein candidates
selected using multiple reaction monitoring on 90 additional serum samples (n = 30 per group), 11 discriminatory proteins were
obtained using supervised multivariate statistical analysis. We further evaluated 3 candidates using ELISA and
immunohistochemistry (IHC). S100A9, thioredoxin (TRX), and cadherin-related family member 2 (CDHR2) were
significantly different between CCA and normal, and CCA and PDF groups when measured in an additional 247 serum samples
(P < 0.0001). By IHC, TRX and CDHR2 were detected in the cytoplasm and nucleus of CCA and inflammatory cells. S100A9
was detected in the infiltrating tumor stroma immune cells. Proteomics discovery and qualification in depleted sera revealed
promising biomarker candidates for CCA diagnosis.
KEYWORDS: cholangiocarcinoma, proteomics, mass spectrometry, multiple reaction monitoring, serum biomarker discovery pipeline
■
INTRODUCTION
Cholangiocarcinoma (CCA) is an aggressive cancer of the bile
duct epithelium with a poor survival rate due to lack of specific
clinical symptoms leading to late diagnosis.
1
CCA is a major
public health problem in the northeast of Thailand where it
shows the highest incidence in the world.
2
Chronic
inflammation of the biliary tract caused by the liver fluke
(Opisthorchis viverrini, Ov) is the principal mechanism that
drives cholangiocarcinogenesis in the Mekong area of South-
east Asia.
2,3
Oxidative stress induced by Ov infection leads to
DNA damage, abnormal tissue remodeling, and the alteration
of gene expression, all of which have been implicated in
carcinogenesis.
4,5
Interestingly, a number of molecules have
been reported to be differentially abundant during Ov-
associated cholangiocarcinogenesis that could, therefore, be
used as biomarkers for the assessment and chemoprevention of
liver fluke-associated cholangiocarcinoma.
6
Moreover, the
chronic injury affecting the bile duct epithelial cells during
Ov infection leads to periductal fibrosis (PDF), which is
believed to be an intermediate pathological condition leading
to CCA. We recently reported histological confirmation using
ultrasound-based diagnosis of PDF and CCA in a cohort of
CCA patients.
7
Although ultrasonography is a potentially
Received: April 13, 2019
Published: July 16, 2019
Article
pubs.acs.org/jpr
Cite This: J. Proteome Res. XXXX, XXX, XXX-XXX
© XXXX American Chemical Society A DOI: 10.1021/acs.jproteome.9b00242
J. Proteome Res. XXXX, XXX, XXX−XXX
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