RIOK3 promotes mTORC1 activation by facilitating SLC7A2-mediated arginine uptake in pancreatic ductal adenocarcinoma.
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AGING 2023, Vol. 15, No. 4
Research Paper
RIOK3 promotes mTORC1 activation by facilitating SLC7A2mediated arginine uptake in pancreatic ductal adenocarcinoma
Henan Qin1,*, Rui Sun1,*, Xin Guo1,3,*, Lei Fang1, Mengyuan Xu2, Yibin Teng1, Ning Zhen1,3,
Aman Wang1,3,&, Jiwei Liu1,3
1
The First Affiliated Hospital of Dalian Medical University, Dalian 116000, China
Hangzhou Medical College Affiliated Lin’an People’s Hospital, Hangzhou 310000, China
3
Liaoning Key Laboratory of Molecular Targeted Drugs in Hepatobiliary and Pancreatic Cancer, Dalian 116000,
China
*Equal contribution
2
Correspondence to: Ning Zhen, Aman Wang, Jiwei Liu; email: , ;
https://orcid.org/0000-0002-8856-4702,
Keywords: RIOK3, SLC7A2, arginine metabolism, pancreatic ductal adenocarcinoma, Treg
Received: October 14, 2022
Accepted: February 6, 2023
Published: February 24, 2023
Copyright: © 2023 Qin et al. This is an open access article distributed under the terms of the Creative Commons Attribution
License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original
author and source are credited.
ABSTRACT
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive malignancy with a poor prognosis.
Reprogramming of amino acid metabolism is one of the characteristics of PDAC, in which arginine metabolism
is significantly altered in PDAC cells and is involved in important signaling pathways. Current studies have
identified arginine deprivation as a potential strategy for PDAC treatment. In this study, we performed Liquid
Chromatograph Mass Spectrometer (LC-MS)-based non-targeted metabolomic analysis on PDAC cell lines with
stable Rio Kinase 3 (RIOK3) knockdown and PDAC tissues with different RIOK3 expressions and found that
RIOK3 expression was significantly correlated with arginine metabolism in PDAC. Subsequent RNA sequencing
(RNA-Seq) and Western blot analysis showed that RIOK3 knockdown significantly inhibited the expression of
arginine transporter solute carrier family 7 member 2 (SLC7A2). Further studies revealed that RIOK3 promoted
arginine uptake, mechanistic target of rapamycin complex 1 (mTORC1) activation, cell invasion, and metastasis
in PDAC cells via SLC7A2. Finally, we found that patients with high expression of both RIOK3 and infiltrating
Treg cells had a worse prognosis. Overall, our study found that RIOK3 in PDAC cells promotes arginine uptake
and mTORC1 activation through upregulation of SLC7A2 expression, and also provides a new therapeutic target
for therapeutic strategies targeting arginine metabolism.
INTRODUCTION
Pancreatic ductal adenocarcinoma (PDAC) is one of the
most common tumors of high malignancy. The 2020
World Health Organization (WHO) GLOBOCAN
project estimates that there will be more than 490,000
new cases of pancreatic cancer and more than 460,000
new deaths worldwide in a year, and the mortality to
incidence ratio (M/I) is about 0.94, ranking first among
all common tumor species [1, 2]. Currently, the overall
5-year survival rate for PDAC is only about 7%, and it
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is estimated that by 2030, PDAC deaths will be the 2nd
leading cause of tumor-related death in the United
States after non-small cell lung cancer [3]. Surgical
resection is the only effective treatment for PDAC, and
chemotherapy remains the first choice for patients with
unresectable PDAC [4]. However, multiple treatments
such as chemotherapy, radiotherapy, immunotherapy,
and targeted therapy have not significantly improved
the long-term survival rate of PDAC patients [5–7].
Therefore, a breakthrough is still needed in the
treatment of PDAC.
AGING
Metabolic reprogramming is an important feature of
tumors [8]. In addition to glucose and lipid metabolic
reprogramming, abnormal amino acid metabolism also
plays an important role in the rapid growth and
proliferation of cancer cells [9–11]. Arginine is a nonessential or semi-essential amino acid that is involved in
biological processes such as cell proliferation, survival,
and protein synthesis. It is also the precursor of nitric
oxide (NO), polyamine, proline, creatine, glutamate,
and other metabolites [12]. Importantly, the mechanistic
target of rapamycin complex 1 (mTORC1) can be
activated by arginine sensing, which in turn releases
essential amino acids from lysosomes and promotes
PDAC cell growth. In contrast, arginine deprivation
significantly inhibited the mTORC1 activation [13–16].
Current studies have found that arginine deprivation
significantly inhibits the growth of PDAC cells with
low Argininosuccinate synthase (ASS1) expression
[17]. In addition, arginine deprivation promotes the
sensitivity of PDAC to chemotherapy, radiotherapy, and
other therapies [18, 19]. Therefore, the development of
new therapeutic targets targeting arginine metabolism is
expected to provide new options for the treatment of
PDAC.
In this study, we found that Rio Kinase 3 (RIOK3) was
significantly correlated with arginine metabolism in
PDAC by Liquid Chromatograph Mass Spectrometer
(LC-MS)-based untargeted metabolomics analysis.
High-throughput transcriptome analysis showed that
RIOK3 knockdown significantly inhibited the
expression of arginine transporter solute carrier family 7
member 2 (SLC7A2). Further studies showed that
RIOK3 promoted arginine uptake, mechanistic target of
rapamycin complex 1 (mTORC1) activation, cell
invasion, and metastasis through SLC7A2 in PDAC
cells. Finally, we found that the RIOK3 in PDAC
tissues was significantly positively correlated with the
number of infiltrating Regulatory T (Treg) cells, and the
prognosis of PDAC patients with high expression of
both RIOK3 and infiltrating Treg cells were worse. Our
study revealed that RIOK3 is one of the kinesins
responsible for arginine uptake by PDAC cells, which
also provides a new therapeutic target for therapeutic
strategies targeting arginine metabolism.
RESULTS
RIOK3 protein is highly expressed in PDAC tissues
and associated with poor prognosis
In our previous study, bioinformatics analysis of PDAC
transcriptome data derived from The Cancer Genome
Atlas (TCGA) and the Genotype-Tissue Expression
(GTEx) database revealed that RIOK3 mRNA was
significantly overexpressed in PDAC tissues [20]. In this
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study, we used these data to perform Receiver operating
characteristic (ROC) analysis and showed that RIOK3
mRNA expression had a good predictive ability to
distinguish PDAC tissues from normal pancreatic tissues.
The area under curve (AUC) was 0.945 (95% confidence
interval [CI] = 0.921-0.969) (Figure 1A). To further
clarify the protein expression of RIOK3 in PDAC tissues,
we performed immunohistochemical (IHC) analysis on a
tissue microarray containing 46 pairs of PDAC and
adjacent normal tissues and found that the protein
expression (H-score) of RIOK3 in PDAC tissues was
significantly higher than that in adjacent normal tissues
(Figure 1B). 46 PDAC patients’ baseline characteris (...truncated)