Introduction
Colorectal cancer (CRC) is one of the leading causes of cancer-related morbidity and mortality worldwide, and its pathogenesis involves a myriad of genetic and epigenetic alterations [
1]. Approximately 25–30% of CRC patients are diagnosed with CRC and liver metastasis at the same time or asynchronously [
2]. Although surgery or adjuvant chemotherapy is often used for treatment, CRC patients with liver metastasis have poor survival [
3]. Moreover, both drug resistance and metastasis seriously affect the prognosis of CRC [
4]. Hence, the mechanisms of CRC metastasis and drug resistance need to be investigated thoroughly.
Phosphatase 2A (PP2A), a predominant cellular serine-threonine phosphatase, is reported to play a critical role in fundamental cancer cellular processes [
5]. Recent studies have demonstrated that the PPP2R1B gene, which encodes PP2A subunit A, is altered in human lung and colorectal carcinomas [
6]. Moreover, Dinoi G and Cui J reported that PPP2R1B is related to cancer cell metastasis and drug resistance [
7,
8]. However, the mechanism of action of PPP2R1B in cancer progression is poorly understood, and the target substrate of PPP2R1B has not been verified.
Epithelial-to-mesenchymal transition (EMT) is a dynamic and complicated process. Moreover, EMT has been implicated in cancer metastasis and drug resistance [
9,
10]. Numerous signalling pathways have been demonstrated to play pivotal roles in the progression of EMT, and the mitogen-activated protein kinase (MAPK) pathway—especially its downstream effector, phosphorylated extracellular signal-regulated d kinase (p-ERK)—is a key pathway because of its central role in modulating cellular processes crucial for tumour growth and progression [
11,
12]. Hence, inhibiting MAPK/ERK signalling has become a focus of cancer research [
13].
In this study, we found that a novel PPP2R1B/MAPK/ERK signalling axis mediates CRC cell metastasis and drug resistance and that p-ERK may be a target of PPP2R1B. This study aimed to comprehensively characterize PPP2R1B in the context of CRC liver metastasis, covering its molecular dynamics, clinical implications, and therapeutic target potential. Through a detailed exploration of the abovementioned molecular pathway, we aimed to highlight promising strategies for suppressing CRC progression and improving patient prognosis.
Materials and methods
Human tissue specimens and cell lines
We obtained 100 pairs of fresh CRC tissues and corresponding adjacent nontumor colorectal tissues from patients (57 men and 43 women) with a median age of 64.7 years (range, 41 to 80 years). These samples were collected after CRC surgery from the Department of Gastrointestinal Surgery, the First Hospital of China Medical University. All specimens were pathologically confirmed to be CRC, and the data were categorized according to the 8th UICC guidelines. Informed consent was acquired from some patients, while others were exempted from providing informed consent given the assurance of anonymity. This procedure was approved by the ethics committee of the First Hospital of China Medical University (2023[95]). This study adhered to the guidelines set by the Declaration of Helsinki.
The mRNA expression data, excluding the expression of PPP2R1B in the extremities, and clinicopathological annotations of 362 CRC patients were extracted from The Cancer Genome Atlas (TCGA) database (
http://cancergenome.nih.gov), which includes information on tumour samples and paracancerous samples with detailed information for further analysis. Additionally, data for 4 primary tumour and 3 liver metastasis samples from CRC patients (GSE179979) with detailed characteristic information were obtained from the GEO database (
https://www.ncbi.nlm.nih.gov/geo/).
Five human CRC cell lines (HCT116, SW480, HCT8, RKO and LOVO) were procured from a cell bank at the Chinese Academy of Sciences (Shanghai, China), one normal colon cell line (NCM460) was acquired from the BeNa Culture Collection (Beijing, China), and one murine MC38 cell line was purchased from the National Infrastructure of Cell Line Resource (Beijing, China). The cells were cultured in the recommended growth media supplemented with 10% foetal bovine serum (FBS; HyClone, Logan, UT, USA) and 100 U/m penicillin or streptomycin. These cells were maintained in a humidified chamber containing 5% CO2 at 37 °C. PD98059 (2-(2-amino-3-methoxyphenyl)-4H-1-benzopyran4-one), a non-ATP competitive selective MEK1/2 inhibitor that specifically inhibits MEK-1-mediated activation of MAPK, was purchased from Sigma Chemical Co. (St. Louis, USA), and Oxaliplatin was purchased from Selleck (Shanghai, China). The cells were treated with PD98059 (10 µM for 24 h) or Oxaliplatin (10 µM for 24 h).
RNA extraction and quantitative real-time PCR
Total RNA was extracted from fresh CRC cell lines and colorectal tissue preserved in liquid nitrogen using TRIzol (Takara, Japan) according to the manufacturer’s instructions. The concentration and purity of the RNA were determined using a NanoDrop 1000 (Thermo Scientific, USA). The expression levels of both PPP2R1B and GAPDH were measured using QuantStudio 3 (Applied Biosystems, USA). Reverse transcription and amplification were performed using a kit from Takara. The thermocycling conditions were set to 95 °C for 30 s, followed by 45 cycles of 95 °C for 5 s and 60 °C for 34 s.
Protein isolation and Western blotting
Total protein was extracted from CRC cell lines and tissues using RIPA lysis buffer supplemented with 1% PSMF and 1% protease inhibitor. The protein samples were separated on 10% sodium dodecyl sulfate‒polyacrylamide gels and subsequently transferred to PVDF membranes. These membranes were blocked with 5% nonfat milk for 2 h, followed by incubation with the following antibodies: rabbit PPP2R1B at a dilution of 1:1000 (Proteintech Group, China), rabbit p-ERK at 1:1000 (Abmart, China), rabbit ERK at 1:1000 (PTMBIO, China), rabbit E-cadherin at 1:1000 (Proteintech Group, China), rabbit ZEB1 at 1:1000 (Proteintech Group, China), rabbit Snail at 1:500 (Proteintech Group, China), and mouse GAPDH at 1:3000 (Proteintech Group, China). The following day, the membranes were incubated with their corresponding secondary antibodies at 1:10,000 (Proteintech Group, China) for 2 h. Each experiment was conducted in triplicate.
HE staining
After deparaffinization and rehydration, 4 µm sections were stained with haematoxylin solution for 6 min, followed by 8 s in 1% acid ethanol (1% HCl in 70% ethanol) and rinsing in distilled water. The sections were subsequently stained with eosin solution for 3 min, dehydrated with graded alcohol and cleared in xylene. Finally, images were captured using a microscope (Nikon, Japan).
Immunohistochemistry (IHC)
The expression of PPP2R1B and p-ERK was assessed using immunohistochemistry (IHC). 4 µm sections were processed according to the protocol outlined by the IHC Biotin Block Kit (MXB Biotechnologies, Fuzhou, China), as described by Tang et al. [
14]. Initial evaluations of staining were conducted at low magnification (×10) and subsequently confirmed at higher magnifications (×20). The expression of the proteins was scored by both the percentage of positive cells and staining intensity. Staining heterogeneity was graded as follows: 0 (≤ 5%), 1 (6–25%), 2 (26–50%), or 3 (> 51%). Based on these scores, PPP2R1B and p-ERK expression levels were computed. Two independent pathologists critically evaluated the final scores.
Coimmunoprecipitation
Coimmunoprecipitation was performed as described in a previous study [
15]. The lysis buffer was composed of 20 mM Tris/HCl (pH 7.4), 1.0% NP40, 150 mM NaCl, 1 mM EDTA, 10 μg/mL leupeptin, and 50 μg/mL PMSF. Using this lysis buffer, we extracted protein from SW480 cells (treated with or without Oxaliplatin). Antibody beads were preincubated with magnetic beads (Bio-Rad, Hercules, CA, USA). Additionally, 200 μl of rabbit PPP2R1B antibody (Proteintech Group, China) or IgG (Santa Cruz, Japan) at a 1:100 dilution was incubated with the SW480 total protein at 4 °C overnight. Western blotting was then performed to visualize the immunoprecipitate samples separated using magnetic beads the next day.
siRNA and plasmid synthesis and transfection
The siRNAs targeting PPP2R1B, as well as the negative control (NC), were obtained from GenePharma (Shanghai, China). The specific sequences used were as follows: The PPP2R1B plasmid was synthesized by Genechem (Shanghai, China). HCT116 and SW480 CRC cells were transfected with PPP2R1B si1, PPP2R1B si2, negative control (NC-siRNA) or the PPP2R1B plasmid using jetPRIME reagent (Polyplus, France) in accordance with the provided guidelines. After 48–72 h of incubation, the effects of siRNA transfection or overexpression were assessed via Western blotting.
Invasion and migration assays
In brief, transfected HCT116 and SW480 cells were seeded onto membrane inserts with 8.0 μM pore size in 24-well plates filled with FBS-free growth media. Growth media containing 10% FBS served as a chemoattractant in the bottom wells. After 24 h, nonmigrated cells on the top side of the inserts were removed using a cotton swab. Cells that migrated to the underside of the inserts were stained with crystal violet hydrate (Solarbio, China) following the manufacturer’s guidelines. An invasion assay was similarly conducted, and the cells were evaluated using modified Boyden chamber assays (BD Biosciences, USA). Migrated cells were counted under a microscope at × 20 magnification, and images were captured using a microscope (Nikon, Japan). Cells were quantified in five random fields per insert, and the results are presented as the number of migrated cells per field.
Wound healing assay
Transfected HCT116 and SW480 cells were seeded in 6-well plates. Once the cells reached 80% confluence, the bottom of the plate was gently scraped using a 200 µl pipette tip. The plate was then washed with PBS three times, and images were captured at 0 and 24 h using a microscope (Nikon, Japan) at a 10 × magnification.
Pathway analysis
Pathway scores were calculated using the gene set variation method (GSVA) followed by ordinal regression [
16]. The GSVA score was generated according to the mRNA expression level. To identify PPP2R1B-related pathways, we used the pathway score generated by GSVA in conjunction with the PPP2R1B expression level in the same dataset.
Drug response prediction and detection
We mainly used a ridge regression-based method of the R package oncoPredict (version 0.2) to predict the IC50 AUC values of potential drug responses which bridges the in vitro drug screening with in vivo drug and biomarker discovery [
17]. The Oxaliplatin sensitivity of the transfected CRC cells was detected using CCK-8 assays. First, cells that were seeded in 96-well plates (Servicebio, Wuhan, China) were incubated with 10 µM Oxaliplatin (Selleck, China) for 24 h. Next, 10 µl of CCK-8 reagent (Dojindo, Kumamoto, Japan) was added, and the cells were incubated at 37 °C for 2 h. Finally, the absorbance was measured at 450 nm in an ELISA 96-well microtiter plate reader (Bio-Rad 680, California, USA).
Shotgun LC‒MS/MS
Shotgun LC‒MS/MS was performed by Genechem (Shanghai, China). The protein solution was digested by protease, after which the peptides were obtained. The peptides were then separated using high-performance liquid chromatography (HPLC) and added to a high-resolution mass spectrometer for analysis. The use of retrieval software in conjunction with the corresponding proteome database for the analysis of mass spectrum data enables the visualization of proteome information from the sample.
Mouse xenograft model
Experiments involving mice were approved by the Ethics Committee of China Medical University. For the liver metastasis model, 6-week-old C57BL/6 mice were purchased from Liaoning Changsheng Biotechnology (Benxi, China). A small incision was made in the left abdominal flank to expose the spleen. MC38 cells transfected with NC-siRNA or PPP2R1B-siRNA1 (1 × 106) suspended in prechilled PBS (100 µl) were injected into the inferior pole of the spleen. Twenty-one days later, the mice were euthanized, and liver tissues were harvested. Tumours were measured using Vernier callipers. Subsequently, liver metastatic tumours were identified using haematoxylin and eosin (HE) staining and detected via Western blotting.
Statistical analysis
Continuous data are presented as the mean ± SE. For two groups, Student’s t test was used to evaluate differences in qRT‒PCR, WB, cell migration and invasion, wound healing and liver metastasis. Nonparametric and Spearman correlation tests were used for IHC analysis of human CRC samples. The associations of target protein expression with clinicopathological data were analysed by the chi-square test or Fisher's exact test. The Kaplan‒Meier curve was used to estimate survival, and differences were analysed by the log-rank test. R language v4.2.2 (
https://www.r-project.org/) and GraphPad Prism 5.0 software were used for data analysis. P values were adjusted for multiple comparisons when necessary. P value < 0.05 was considered to indicate statistical significance.
Discussion
CRC is one of the most common malignant tumours, and metastasis and drug resistance are complex multistep processes that require the regulation of many cellular pathways. The prognosis of CRC with liver metastasis or drug resistance is poor [
3,
4]. In this study, we demonstrated the important role of PPP2R1B as a suppressor gene for CRC liver metastasis via analysis of a high-throughput sequencing dataset and explored its prognostic value in CRC cohort. Overall, we elucidated the potential molecular mechanisms by which PPP2R1B regulates CRC metastasis and Oxaliplatin chemosensitivity. Specifically, we found that PPP2R1B binds to p-ERK and induces the dephosphorylation of p-ERK and subsequently inhibits the MAPK-ERK signalling pathway both in vitro and in vivo, which suggests that PPP2R1B may be a potential therapeutic target in CRC.
PPP2R1B is located at chromosome 11q23.1 and is abnormally expressed in colon, breast and lung cancers [
21,
22]. Previous studies have reported that PPP2R1B is a tumour suppressor that plays a role in tumorigenesis [
23,
24]. Moreover, the inhibition of miR-587 or restoration of PPP2R1B expression may have significant therapeutic potential for overcoming drug resistance in CRC patients, and the combined use of an AKT inhibitor with 5-FU may increase the efficacy of CRC treatment [
25]. In tongue squamous cell carcinoma (TSCC), exosomal miR-200c may be an effective strategy for suppressing chemoresistance to docetaxel, as it inhibits TUBB3 and PPP2R1B [
8]. However, the biological functions and molecular mechanisms of PPP2R1B in tumorigenesis are unclear. First, the genes related to liver metastasis and survival-related in the public dataset were overlapped, and PPP2R1B was identified as the only common gene. These findings indicate that PPP2R1B plays a significant inhibitory role in CRC liver metastasis. Subsequently, via IHC staining, we confirmed that PPP2R1B expression was obviously lower in CRC tissues and even lower in CRC liver metastases than in corresponding adjacent noncancerous tissues. Our findings are in line with the bioinformatics analysis results. Moreover, a series of functional assays showed that PPP2R1B could inhibit CRC metastasis in vitro and in vivo. Taken together, our findings revealed that PPP2R1B is a key suppressor gene in CRC metastasis.
However, to date, studies on the biological function and molecular mechanism of PPP2R1B in CRC are rare. Regression analysis was used to analyse the relationship between pathways identified by GSVA based on the C6: oncogenic signature gene sets from GSEA (
https://www.gsea-msigdb.org/gsea/msigdb/index.jsp) and PPP2R1B. Regression analysis combined with LC–MS/MS revealed that PPP2R1B negatively regulates the MEK signalling pathway. p-ERK is a core gene in the MEK signalling pathway. Additionally, protein phosphatase 2A (PP2A), a protein complex containing PPP2R1B, is reported to regulate several significant signalling pathways, such as the MAPK/ERK and PI3K/AKT pathways [
26,
27]. However, there is no evidence demonstrating the direct interaction between PPP2R1B and p-ERK. Our study verified for the first time that PPP2R1B, a phosphatase, binds to the p-ERK protein, which was verified by coimmunoprecipitation analysis, and subsequently induces the dephosphorylation of p-ERK and the inhibition of the MAPK/ERK signalling pathway, which was verified by Western blot analysis. Finally, we verified the relationship between PPP2R1B and p-ERK protein expression in CRC tissues by IHC staining. These results suggested that p-ERK may be a substrate of PPP2R1B.
It is now well recognized that EMT promotes the malignant progression of CRC and promotes cell invasion, migration, and drug resistance [
28,
29]. EMT is typically characterized by a decrease in the epithelial markers E-cadherin and ZO1 and upregulation of the EMT-related transcription factors ZEB1, Snail, Slug and so on [
30]. As transcription factors of E-cadherin, ZEB1 and slug bind to the E-cadherin promoter to suppress its transcription and trigger tumour cell dedifferentiation and spreading, which is the key step of the EMT process [
31,
32]. Moreover, ZEB1 and Snail are reportedly regulated by the MAPK-ERK signalling pathway in cancers [
33,
34]. Western blot analysis also showed that PPP2R1B silencing stabilized p-ERK and altered the expression of ZEB1, Snail and E-cadherin. A MAPK/ERK signalling pathway inhibitor (PD98059) disrupted the ability of PPP2R1B to regulate EMT. Taken together, these findings show for the first time that PPP2R1B silencing promotes MAPK/ERK signalling and EMT via ZEB1 and Snail.
Xelox is widely used as a first-line chemotherapeutic regimen for primary CRC. However, the response is unsatisfactory due to the lack of effective predictive markers of sensitivity to treatment [
35,
36]. It has been shown that EMT plays an important role in the progression of drug sensitivity [
37]. We verified that PPP2R1B could regulate EMT, so we further investigated the role of PPP2R1B in increasing Oxaliplatin sensitivity. The IC50 of Oxaliplatin was predicted by the R package OncoPredict. A bar chart showed that PPP2R1B could identify patients who are more likely to be sensitive to Oxaliplatin. In Oxaliplatin-treated SW480 CRC cells, PPP2R1B was significantly elevated. Furthermore, coimmunoprecipitation revealed that Oxaliplatin increases the binding capacity of PPP2R1B to the p-ERK complex and subsequently increases or decreases the expression of E-cadherin and Snail, respectively. Finally, CCK-8 assays were performed, and silencing PPP2R1B decreased the sensitivity of CRC cells to Oxaliplatin. In addition, PD98059 significantly reversed the decrease in Oxaliplatin sensitivity induced by silencing PPP2R1B. At least one study has also demonstrated that the MAPK/ERK pathway regulates drug sensitivity [
38]. Taken together, these findings suggest that PPP2R1B negatively regulates p-ERK protein expression and increases Oxaliplatin sensitivity.
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