Abstract
Pachymic acid (PA) is a purified triterpene extracted from medicinal fungus Poria cocos. In this paper, we investigated the anticancer effect of PA on human chemotherapy resistant pancreatic cancer. PA triggered apoptosis in gemcitabine-resistant pancreatic cancer cells PANC-1 and MIA PaCa-2. Comparative gene expression array analysis demonstrated that endoplasmic reticulum (ER) stress was induced by PA through activation of heat shock response and unfolded protein response related genes. Induced ER stress was confirmed by increasing expression of XBP-1s, ATF4, Hsp70, CHOP and phospho-eIF2α. Moreover, ER stress inhibitor tauroursodeoxycholic acid (TUDCA) blocked PA induced apoptosis. In addition, 25 mg kg-1 of PA significantly suppressed MIA PaCa-2 tumor growth in vivo without toxicity, which correlated with induction of apoptosis and expression of ER stress related proteins in tumor tissues. Taken together, growth inhibition and induction of apoptosis by PA in gemcitabine-resistant pancreatic cancer cells were associated with ER stress activation both in vitro and in vivo. PA may be potentially exploited for the use in treatment of chemotherapy resistant pancreatic cancer.
Introduction
The high mortality rates of pancreatic cancer, one of the most lethal cancers worldwide, are the result of inadequate tools for early diagnosis and few therapeutic options [1]. Gemcitabine, a cytotoxic nucleoside analogue, is the current clinical standard of care for advanced pancreatic cancer but has a response rate of less than 20% [2]. A potential novel strategy for highly treatment-resistant cancers is the induction of an organelle-related stress response, such as endoplasmic reticulum (ER), nuclear and mitochondrial stress response in cancer cells [3]. Considering that pancreatic cancer cells have a prominent ER [4, 5], this organelle may represent an attractive therapeutic target.
ER is the principal site of protein synthesis, folding and modification [6]. Several physiological conditions such as oxidative stress, glucose deprivation and infection can lead to disturbances in the ER [7]. Under these conditions, protein folding is disrupted and unfolded or misfolded proteins accumulate in the ER lumen, which lead to ER stress [8, 9]. To overcome the effects of ER stress, a series of adaptive and protective strategies have evolved, including two highly conserved systems—the heat shock response (HSR) and the unfolded protein response (UPR) [10]. Both systems act as quality control processes to facilitate protein folding and suppress protein synthesis [10, 11]. HSR involves stimulation of factors and pathways, such as inducing the synthesis of molecular chaperones (e.g., Hsp70), to attenuate the burden of misfolded proteins [10, 12]. UPR is initiated by three ER transmembrane receptors: activating transcription factor-6 (ATF6), inositol-requiring enzyme 1 (IRE1) and PKR-like ER kinase (PERK) [13]. Among of them, PERK appears to play the major role in the face of mild ER stress. The activated PERK kinase phosphorylates the alpha subunit of the eukaryotic initiation factor 2 (eIF2α), which results in the first step in the UPR: decreased translation initiation and protein synthesis [14, 15].
As a pro-survival and protective response, UPR aims at reducing the backlog of unfolded or misfolded proteins to restore normal ER function [16]. However, if the stress cannot be resolved, signaling through ATF6, IRE1 and PERK trigger pro-apoptotic response through activation of downstream molecules, such as transcription factor C/EBP homologous protein (CHOP), which further induce apoptosis during prolonged ER stress [11].
A number of pharmacological agents that directly or indirectly induce ER stress have been shown to trigger apoptotic cell death of pancreatic cancer. Edelfosine, an alkyl-lysophospholipid analog, induces ER stress and apoptosis in vitro and in vivo through its accumulation in the ER [17]. 1, 1-bis (3'-indoly)-1-(p-substituted phenyl) methanes activate ER stress-mediated apoptosis in pancreatic cancer in a structure-dependent manner [18]. 3, 3'-diindolylmethane and its derivatives induce apoptosis through ER stress-dependent upregulation of death receptor in pancreatic cancer cells [19]. Bortezomib, a potent and selective inhibitor of proteasome, sensitizes pancreatic cancer cells to ER stress-induced apoptosis and strongly enhances the antitumor activity of cisplatin [20].
Poria cocos is a medicinal fungus in the Polyporaceae family that grows in pine trees and its sclerotium is widely used in traditional Asian medicine for its sedative, diuretic, digestive and tonic effects [21–23]. Pachymic acid (PA), a triterpenoid from P. cocos, has been reported to possess anticancer properties in different types of cancer cells [24–28]. However, the effect of PA against pancreatic cancer remains to be evaluated and the mechanism is not clear. Previous work in our laboratory has shown that PA suppresses growth and invasiveness of pancreatic cancer cells through downregulation of MMP-7 [29]. In the present study, using various in vitro and in vivo experimental approaches including comparative gene expression array analysis as a discovery tool, we report for the first time that PA, behaves as an effective anticancer agent, inhibits growth and induces apoptosis of chemotherapy resistant pancreatic cancer cells by targeting ER stress.
Materials and Methods
Cell culture and reagents
The human pancreatic cancer cell lines PANC-1 and MIA PaCa-2 were obtained from ATCC (Manassas, VA). PANC-1 cells were maintained in Dulbecco's modified Eagle's medium containing penicillin (50 U ml-1), streptomycin (50 U ml-1) and 10% fetal bovine serum (FBS). MIA PaCa-2 cells were maintained in Dulbecco's modified Eagle's medium containing penicillin (50 U ml-1), streptomycin (50 U ml-1), 10% FBS and 2.5% horse serum (HS). Media came from ATCC. Supplements, FBS and HS were obtained from Gibco BRL (Grand Island, NY). DMSO was purchased from Sigma (St. Louis, MO). All other chemicals and reagents were of analytical grade. Anti-cleaved PARP antibody was obtained from BD Biosciences (San Jose, CA and anti-β-actin antibody was obtained from Santa Cruz Biotechnology (Santa Cruz, CA). Anti-CHOP, anti-phospho-eIF2α and anti-eIF2α antibodies were obtained from Cell Signaling Technology (Beverly, MA). Anti-Hsp70 was obtained from Enzo Life Sciences (Farmingdale, NY). Anti-XBP-1s from BioLegend (San Diego, CA), anti-ATF6 and anti-ATF4 from Abcam (Cambridge, MA) were kindly provided by Dr. Michael A.J. Zieger from Cryobiology Laboratory, Methodist Research Institute, Indiana University Health. Tauroursodeoxycholic acid (TUDCA) was purchased from Calbiochem (Darmstadt, Germany). PA was purchased from Shinning-biotech (Chengdu, Sichuan, China) and dissolved in DMSO at a concentration of 50 mM then stored at -20°C.
Determination of apoptosis
Apoptosis induction in PA-treated cells was assessed by quantitation of cytoplasmic histone-associated DNA fragments and western blotting for PARP cleavage (c-PARP). The Cell Death Detection ELISAPLUS Kit (Roche, Indianapolis, IN) was used to detect the amount of cytoplasmic histone-associated DNA fragments according to the manufacturer’s instructions and expressed relative to vehicle-treated cells (set equal to 1).
DNA microarray analysis
MIA PaCa-2 cells were treated with PA (0 and 30 μM) for 24 h in quadruplicates. Total-RNA from each sample was isolated with RNeasy Mini Kit (Qiagen, Valencia, CA) according to the manufacturer’s protocol. The integrity of the isolated RNA was checked on an Agilent Bioanalyzer (Agilent Technologies, Palo Alto, CA). The Center for Medical Genomics at Indiana University School of Medicine received total RNA and carried out all the steps of processing the RNA, hybridization to the Affymetrix Human PrimeView GeneChips, washing, scanning and initial analysis. The 3’IVT express kit from Affymetrix (Affymetrix, Santa Clara, CA) was used to label the samples. The CEL files were scanned for defects and none were found, The CEL files were imported into Partek Genomics Suite for analysis (Partek, Inc., St. Louis, Mo) RMA (Robust Multi-Array Average) signals were generated for the core probe sets using the RMA background correction, quantile normalization and summarization by Median Polish [30]. Summarized signals for each probe set were log2 transformed. These log-transformed signals were used for Principal Components Analysis, Hierarchical Clustering and Signal Histograms to determine if there were any outlier arrays, no outliers were detected. Untransformed RMA signals were used for fold change calculations. Data was analyzed by 2-way ANOVA using cell line and treatment as factors plus the interaction of cell line and treatment. The q-value program from Storey and Tibshirani was used to calculate false discovery rates.
Western blot analysis
PANC-1, MIA PaCa-2 cells were treated with PA (0–30 μM) for 10 min, 30 min or 24 h, respectively. Whole protein extracts isolated from cells and tumor tissues were prepared and western blot analysis with anti-cleaved PARP, anti-XBP-1s, anti-ATF6, anti-ATF4, anti-Hsp70, anti-CHOP, anti-phospho-eIF2α or anti-eIF2α antibodies were performed as previously described [31]. Western blots were quantified with HP-Scanjet 550c and analyzed by UN-SCAN-IT software (Silk Scientific, Orem, UT). Three independent experiments were done for all the immunoblot studies and quantitative data composed of all the experiments with statistical analysis were added below the representative blot image.
Human pancreatic tumor xenograft experiment
Animal experiments were conducted strictly in accordance with the protocol approved by the Animal Research Committee at the Methodist Hospital (protocol no. 2011–07). MIA PaCa-2 cells (3x106) in 100 μl DPBS were implanted subcutaneously in the right flank on the ventral side of the 6 weeks old female nude mice (Harlan, Indianapolis, IN, USA). When tumors became palpable after 1–3 weeks (40–60 mm3), animals were randomly assigned into three groups (n = 15) and received intraperitoneal (i.p.) injection 3 times per week of vehicle or PA (25 mg kg-1 and 50 mg kg-1) of body weight for additional 5 weeks. Tumor sizes were measured 3 times per week with microcalipers and the tumor volumes were calculated with the standard formula: tumor volume (mm3) = L x W2 x 0.5, where L is the length and W is the width of the tumor. At the end of the experiment (Day 35), the mice were euthanized by CO2 inhalation. The tumors were harvested and fixed in 10% neutral-buffered formalin at 4°C for 24 h or snap frozen and stored separately in liquid nitrogen.
Apoptosis measurement in tumor xenograft
All formalin-fixed tumors were embedded in paraffin within 48 h and five-micrometer sections were stained with hematoxylin and eosin (H&E). The slides were viewed under a Leica microscope (Leica Instruments, Melville, NY) and apoptosis in the viable tumor cell area was quantified by counting apoptotic bodies in four 20 x fields of view for n = 6–12 tumors per group by 2 independent observers.
Toxicology studies in vivo
Toxicity of PA was evaluated in the 6 weeks old female nude mice (Harlan, Indianapolis, IN). The mice were acclimatized for 1 week and treated with PA (0, 25 or 50 mg kg-1 of body weight, n = 15 per group) by i.p. 3 times per week for additional 5 weeks. The body weight was evaluated 3 times per week. At the end of the experiment, animals were euthanized by CO2 inhalation. Blood was collected and a gross pathology examination performed. Liver, spleen, kidney, lung and heart were harvested, fixed in 10% neutral-buffered formalin at 4°C for 24 h followed tissue processing overnight and then embedded in paraffin. Five-micrometer sections were stained with H&E. The levels of alkaline phosphatase (ALP), alanine aminotransferase (ALT), aspartate aminotransferase (AST), albumin and total protein were determined at the IU Health Pathology Laboratory (Indianapolis, IN).
Quantitative RT-PCR
The quantitative real-time polymerase chain reaction (qRT-PCR) was performed using ABI PRISM 7900HT Fast Real-Time PCR System (Applied Biosystems, Foster City, CA) according to the manufacturer's instructions. Total RNA was isolated from tumors with RNeasy Mini Kit (Qiagen, Valencia, CA). RNA quality was monitored and quantified using the Qubit 2.0 Fluorometer (Invitrogen, Carlsbad, CA). The RNA samples were reverse transcribed into cDNA using High Capacity cDNA Reverse Transcription Kit (Applied Biosystems, Foster City, CA). The cDNA (100 ng per sample) was subjected to qPCR analysis in triplicate. Analysis of the relative quantity gene expression (RQ) of HSPA6 and CHOP was normalized by ACTB expression and was performed using the 2-ΔΔCt method [32].
Statistical analysis
All the statistical analysis was performed using SigmaPlot 11.2.0 (Systat Software Inc., San Jose, CA). Data were presented as mean ± SD. Statistical comparisons between two groups of data were carried out using Student's t-test and comparisons between many groups of data were carried out using ANOVA with the significance level adjusted using the repeated t-tests with Bonferroni correction.
Results
PA induces apoptosis in chemoresistant pancreatic cancer cells
The survival outcome of pancreatic cancer is associated with chemotherapy resistant to current chemotherapy regimens [33]. Gemcitabine results in a tumor response rate of 12% and offers a median survival time of 5 months, which means that the best current treatment offers very modest benefits [34]. Altered cell apoptosis is considered to be an important mechanism in pancreatic cancer chemotherapy resistant and is an attractive research area [33].
It was reported that pancreatic cancer cell lines PANC-1 and MIA PaCa-2 were resistant to gemcitabine treatment [35–37]. In addition, we previously demonstrated that PA inhibits proliferation of PANC-1 (IC50-24 h = 23.49 μM) and MIA PaCa-2 (IC50-24 h = 26.61 μM) cells, respectively [29]. The apoptosis inducting effects of PA in gemcitabine-resistant PANC-1 and MIA PaCa-2 were determined by the induction of nuclear DNA fragmentation using ELISA [38]. Treatment of PANC-1 or MIA PaCa-2 cells with different concentrations of PA for 24 h resulted in an increase in apoptosis (Fig 1A and 1B). PA-induced apoptosis was nearly 19 fold in PANC-1 cells and 8 fold in MIA PaCa-2 cells comparing with their respective controls (Fig 1A and 1B).
Apoptosis inducing effects of PA were further confirmed by increased expression of cleaved PARP (c-PARP). PARP is a 116-kDa nuclear poly (ADP-ribose) polymerase, which is involved in DNA repair in response to environmental stress and cleavage of PARP facilitates cell disassembly [39, 40]. PANC-1 and MIA PaCa-2 cells were exposed to different concentrations of PA for 24 h and the c-PARP was detected by western blot analysis. As expected, PARP cleavage was clearly observed in PA treated cells by the presence of an 89-kDa fragment (Fig 1C and 1D). Quantification results showed approximately 3 fold increases in the expression of PARP cleavage in PANC-1 cells and 4 fold increases in MIA PaCa-2 cells by PA treatment comparing with their vehicle-treated controls (Fig 1C and 1D).
PA upregulates expression of ER stress related genes
In order to gain further mechanistic insight into the molecular events underlying gemcitabine-resistant pancreatic cancer cell-directed apoptosis of PA, the Human Prime View Array was used. This gene expression array was designed using the 3’ end of the transcript. Sequences used in the array were selected from the RefSeq version 36, UniGene database 219, and full-length human mRNAs from GenBank. There are 36,000 transcripts (genes plus some variants) interrogated on the array. All data have been deposited in NCBI's Gene Expression Omnibus and are accessible through GEO Series accession number GSE64111.
In the present investigation, 191 genes were significantly upregulated in MIA PaCa-2 cells after 30 μM PA treatment (fold change threshold = 1.50; ANOVA, Storey-Tibshirani false discovery rate correction, P < 1E-05) (S1 Table). Among these genes, a relatively large number of genes related to stress response, especially ER stress, were identified by searching literature. For example, significant upregulation of HSR gene expression was observed including genes encoding the heat shock 70kDa protein 6 (HSP70B') (HSPA6; 19.93-fold), heat shock 70kDa protein 1A (HSPA1A; 2.45-fold), DnaJ (Hsp40) homolog, subfamily A, member 4 (DNAJA4; 2.01-fold), heat shock 70kDa protein 1B (HSPA1B; 1.90-fold), DnaJ (Hsp40) homolog, subfamily B, member 1 (DNAJB1; 1.64-fold) and heat shock 70kDa protein 8 (HSPA8; 1.62-fold). Moreover, upregulation of genes encoding activating transcription factor 3 (ATF3; 3.30-fold), the p53-regulated DNA damage inducible stress sensor growth arrest and DNA-damage-inducible, alpha (GADD45A; 1.88-fold), antioxidant enzyme heme oxygenase (decycling) 1 (HMOX1; 1.83-fold), and the ER stress responsive transcription factor DNA-damage-inducible transcript 3 (CHOP/GADD153; 1.70-fold) were detected as well (Table 1).
Table 1. PA upregulates expression of ER stress related genes.
Gene | Description | Fold change |
---|---|---|
HSPA6 | Heat shock 70kDa protein 6 (HSP70B') | +19.93 |
ATF3 | Activating transcription factor 3 | +3.30 |
HSPA1A | Heat shock 70kDa protein 1A | +2.45 |
DNAJA4 | DnaJ (Hsp40) homolog, subfamily A, member 4 | +2.01 |
HSPA1B | Heat shock 70kDa protein 1B | +1.90 |
GADD45A | Growth arrest and DNA-damage-inducible, alpha | +1.88 |
HMOX1 | Heme oxygenase (decycling) 1 | +1.83 |
CHOP | DNA-damage-inducible transcript 3 | +1.70 |
DNAJB1 | DnaJ (Hsp40) homolog, subfamily B, member 1 | +1.64 |
HSPA8 | Heat shock 70kDa protein 8 | +1.62 |
Expressions of different genes were detected by the Human Prime View Array technology in MIA PaCa-2 cells after 24 hours PA treatment with PA (0 and 30 μM) in quadruplicates. Gene expression levels were normalized and analyzed using Microarray Data Portal (MDP) by 2-way ANOVA using cell line and treatment as factors plus the interaction of cell line and treatment. A q-value program from Storey and Tibshirani was used to calculate false discovery rates. Fold change P < 1E-05.
PA induces expression of ER stress response proteins
We further evaluated if PA upregulates expression of ER stress related genes at the protein level. PANC-1 and MIA PaCa-2 cells were treated with PA (0–30 μM) for 10 min, 30 min or 24 h, respectively. Consistent with gene expression array data obtained at the mRNA level after 24 h treatment, induction of ER stress response in PANC-1 and MIA PaCa-2 cells were detected by western blot analysis of Hsp70 and CHOP. Moreover, two transcription factors involved in UPR system, XBP1and ATF4, were significantly activated as well (Fig 2A–2D).
In addition, the phosphorylated form of eIF2α (p-eIF2α), a sensitive indicator of ER stress and key regulator of UPR [7, 41], was detectable after 10 min PA treatment (30 μM) in PANC-1 and MIA PaCa-2 cells (Fig 2E and 2F). Our results showed that PA-phosphorylated eIF2α was nearly 2 fold in PANC-1 cells and 3 fold in MIA PaCa-2 cells comparing with control (Fig 2G and 2H).
Blocking ER stress inhibits PA induced apoptosis
As we observed significantly enhanced protein expression of XBP-1s, ATF4, Hsp70 and CHOP by PA treatment, it is necessary to confirm that ER stress is induced in our model. We used tauroursodeoxycholic acid (TUDCA), a known chemical chaperone that acts as an ER stress inhibitor to block ER stress [42–45]. As shown in Fig 3C and Fig 3D, TUDCA treatment blocked the induction of ATF4 and CHOP in both PANC-1 and MIA PaCa-2 cells. These results strongly support that PA activates ER stress in pancreatic cancer cells.
To establish that ER stress induced by PA leads to apoptotic cell death, we treated pancreatic cancer cells with PA plus TUDCA. Our results show that TUDCA treatment blocked the enormous increase in the expression of c-PARP associated with PA (Fig 3C–3F). In addition, the induction of nuclear DNA fragmentation associated with PA was rescued by TUDCA treatment (Fig 3A and 3B). These results support our hypothesis that ER stress was involved in the regulation of PA mediated apoptosis in pancreatic cancer cells.
PA inhibits growth of chemoresistant pancreatic tumors
To confirm our observation in vivo, we employed a xenograft model of chemotherapy resistant pancreatic cancer. A mixed effect general linear model was used to assess the change in tumor volume across groups over time and mice were included as a random effect. A compound symmetric covariance structure was assumed and interaction between groups and time in the model is of primary interest. There were significant differences in tumor volume between treatment groups and control group over time. 25 mg kg-1 and 50 mg kg-1 of PA both obviously suppressed the growth of chemotherapy resistant pancreatic tumors (Fig 4A and 4B). To further emphasize the difference between groups, t-test was used to compare the mean tumor volumes of treatment groups to control at day 34. Both tests had p = 0.004, showing that at day 34, the tumor volumes in each treatment group was significantly different from control. The average tumor volume of mice in control group was approximately 448 mm3 comparing with about 112 mm3 in 25 mg kg-1 or 89 mm3 in 50 mg kg-1 PA treatment group, which was nearly 75% or 80% inhibition, respectively (Fig 4A and 4B).
PA induces apoptosis in pancreatic tumors
Based on our convincing in vitro results, we hypothesized that PA inhibits growth of chemotherapy resistant pancreatic tumor in vivo through induction of apoptosis in tumor cells. Apoptosis is characterized by marked changes in cell morphology, including nuclear breakdown, chromatin condensation, and appearance of membrane-associated apoptotic bodies [46]. In order to prove our hypothesis, the amounts of apoptotic bodies in pancreatic tumor xenografts were quantified. H&E staining revealed significantly more brown apoptotic bodies in the tumor tissues from PA treated mice as compared with controls (Fig 5A), indicating that tumor growth inhibition was due to apoptosis induced by PA treatment. Quantification results showed approximately 59% increase of apoptotic bodies in 25 mg kg-1 group and 2 fold increase in 50 mg kg-1 group comparing with control (Fig 5B).
PA (25 mg kg-1) is not toxic in xenograft model
Although PA inhibits growth of chemotherapy resistant pancreatic tumors in vivo, its possible toxicity must be tested comprehensively. During the pancreatic tumor xenograft experiments, there were no significant differences in body weight between control and treatment groups (Fig 6A and 6B). However, 50 mg kg-1 of PA treated mice showed several signs of discomfort and impaired movement comparing with control and 25 mg kg-1 of PA treated mice. It suggested that 50 mg kg-1 of PA treatment might be toxic to mice. Moreover, H&E staining results showed that 25 mg kg-1 of PA treatment did not demonstrate any abnormalities in liver, kidney, spleen, lung and heart tissues but there were obvious pathological changes in liver, kidney and spleen tissues from 50 mg kg-1 of PA treated mice (Fig 7).
In addition, liver enzyme profiles in plasma including ALP, ALT, AST, albumin and total protein levels were not markedly altered in 25 mg kg-1 of PA treatment group. However, AST, albumin and total protein levels were significantly increased in 50 mg kg-1 of PA treated mice (Table 2). In conclusion, although 50 mg kg-1 of PA treatment has some toxic effect in vivo, no major toxicity was observed in tested animals from 25 mg kg-1 of PA treatment group.
Table 2. Effect of PA on liver enzyme profile of mice.
PA [mg kg-1] | ALP [IU L-1] | ALT [IU L-1] | AST [IU L-1] | Albumin [mg dL-1] | T Protein [mg dL-1] |
---|---|---|---|---|---|
0 | 60 ± 19 | 123 ± 88 | 625 ± 367 | 1.5 ± 0.2 | 4.1 ± 0.5 |
25 | 62 ± 9 | 194 ± 193 | 531 ± 296 | 1.6 ± 0.1 | 4.5 ± 0.2 |
50 | 59 ± 11 | 73 ± 736* | 1431 ± 997* | 1.6 ± 0.1 | 4.6 ± 0.4* |
Animal experiments were performed as described in Fig 4. Values are Mean ± SD (n = 10–13). ALP, alkaline phosphatase; ALT, alanine aminotransferase; AST, aspartate aminotransferase; T protein, total protein. Blood was collected and serum was analyzed at the IU Health Pathology Laboratory.
*P < 0.050 for 50 mg kg-1 PA vs. control by ANOVA.
PA induces ER stress in pancreatic tumors
To assess whether non-toxic dose of PA mediated tumor growth suppression was associated with induction of ER stress, RNA of tumors from control and 25 mg kg-1 of PA treated mice were isolated and subjected to quantitative RT-PCR. However, the significant increase of ER stress related genes, such as HSPA6 which encoding the heat shock 70kDa protein 6 (HSP70B') and CHOP/GADD153, were not observed in the tumors of PA treated mice comparing with respective controls (Fig 8A and 8B). In addition, the expression of HSPA1A, which encoding the heat shock 70kDa protein 1A, was not detectable in each group (data not shown). In order to investigate the changes in the protein levels which are more convincing, tumors from control and 25 mg kg-1 of PA treated mice were lysed and analyzed by western blot. Interestingly, a significant increase in the expression of ER stress related proteins, such as ATF4 and CHOP, were shown in the tumors of PA treated mice as compared to controls (Fig 8C–8E). These in vivo observations are in accordance with our in vitro data based on MIA PaCa-2 cells. Our results indicate that non-toxic dose of PA suppresses the growth of chemotherapy resistant pancreatic tumor through inducing ER stress mediated apoptosis.
Discussion and Conclusions
Pancreatic cancer responds poorly to current therapies, which make this malignancy especially challenging and a high priority for identification of novel effective drugs [17]. We previously demonstrated that PA behaves as the most effective compound in suppressing proliferation of human pancreatic cancer cells among the different structurally related triterpenes extracted from P. cocos, underlining the importance of molecular structure for their anti- cancer activities. Moreover, PA only slightly affects the growth of normal pancreatic duct epithelial cells HPDE-6 and also significantly suppresses invasive behavior of pancreatic cancer cells by inhibiting expression of MMP-7 [29]. The studies reported here for the first time indicating that PA is a potent anticancer agent against chemotherapy resistant pancreatic cancer in vitro and in vivo, and highlight the importance of ER as a target for the treatment of pancreatic cancer.
We observed that apoptosis induced by PA in chemotherapy resistant pancreatic cancer cells was not cell specific, as assessed in different gemcitabine-resistant pancreatic cancer cells PANC-1 and MIA PaCa-2 by detecting the presence of nuclear DNA fragmentation and PARP cleavage activation. Moreover, our data represent the first demonstration of the in vivo pro-apoptotic activity of PA, which further supports the notion that the remarkable antitumor action of PA highly depends on its ability to promote apoptosis in tumors. In addition, based on standard toxicology studies including body weight measurements, organ pathology and liver enzyme profile analysis, we confirmed that 25 mg kg-1 of PA treatment is not toxic in vivo. As recently demonstrated, PA was detectable in urine and plasma of rats fed by P. cocos [47], indicating that PA can be easily absorbed into blood. Therefore, the bioavailability of PA further supports development of PA in the treatment of pancreatic cancer.
Gene expression profiling by microarray has been widely used in screening drug targets [48]. In order to investigate the effect of PA and its possible mechanisms of action with regard to gemcitabine-resistant pancreatic cancer, we treated MIA PaCa-2 cells with PA and the expression of genes was monitored using array technology. Many cancer-related genes were significantly up and down-regulated upon PA treatment. Here, we report for the first time that the mechanisms modulating PA effect may be mediated through triggering a prolonged ER stress response in chemotherapy resistant pancreatic cancer cells, which leads to apoptosis.
Fig 9 depicts a model for the involvement of ER in PA-induced apoptosis in chemotherapy resistant pancreatic cancer cells. The expression of HSR genes, such as HSPA6, HSPA1A, DNAJA4, HSPA1B, DNAJB1 and HSPA8, were significantly upregulated to overcome the effects of ER stress [49]. Moreover, PA elevated the expression of ATF3. As a member of the ATF/CREB subfamily of the basic-region leucine zipper (bZIP) family [50], ATF3 works directly or indirectly as a transcriptional activator of genes targeted by the eIF2 kinase stress pathway in UPR, and phosphorylation of eIF2α by PERK is an early event in a coordinate gene expression response to ER stress [14, 51–53]. We found that PA promotes phosphorylation of eIF2α in pancreatic cancer cells PANC-1 and MIA PaCa-2 by western blot analysis, further supporting the idea that PA induced ER stress in chemotherapy resistant pancreatic cancer cells. Jiang et al. also reported that increased expression of ATF3 occurs early in response to stress through a mechanism requiring the related bZIP transcriptional regulator activating transcription factor-4 (ATF4) [54], which is in accordance with our data of western blot analysis in vitro and in vivo.
However, a severe and prolonged ER stress during exposure to PA leads to the induction of pro-apoptotic transcription factor CHOP/GADD153. CHOP, also known as DDIT3 (DNA-damage-inducible transcript 3), is involved in growth arrest and apoptosis following DNA damage and a variety of stress conditions, such as nutrient deprivation and treatment with anticancer agents [55]. It is induced by ATF3 in response to prolonged ER stress and is the downstream component of ATF4 [54, 56]. Increasing translation of ATF4 results in the transcriptional activation of CHOP [57]. Here, we found both in vitro and in vivo evidence for the up-regulation of ATF4-dependent protein CHOP following PA treatment in chemotherapy resistant pancreatic cancer cells, which is closely associated with the progression of apoptosis. Glucose-regulated protein 78 (GRP78), also called BiP, is one of the major regulators of ER stress which keeping the transcription of CHOP in a low level [44, 58, 59]. Recently, Nameeta et al. found the overexpression of GRP78 in the human pancreatic cancer cell lines and tissue samples. They also proved that GRP78 is downregulated by triptolide, which leading to apoptotic cell death of MIA PaCa-2 cells [60]. In the future studies, we will investigate if PA induces apoptosis of pancreatic cancer through inhibiting expression of the survival protein GRP78 as well.
There is published evidence that lanostane-type triterpenes possess antioxidant and free radical scavenging activities, which may play an important role in reducing cancer risk [61]. Ursolic acid, a pentacyclic triterpene acid widely distributed in apple peels, has both anti-apoptotic and antioxidative activities against ER stress-associated myocardial damage in mouse cardiac myocytes [62]. However, based on in vitro cell-based and in vivo mouse xenograft results in our study, we concluded that PA induced apoptosis of pancreatic cancer cells through activating ER stress. These seemingly contradicted results show that the activities of different triterpene acids are complicated, depending on the various structures, cell types, treatment times, concentrations and so on.
Conventional cancer treatments, such as inhibitors of mitosis or S phase, target all the proliferating cells, therefore cause many side effects [63]. Because of extrinsic factors (e.g. nutrient and oxygen deprivation) and intrinsic factors (e.g. high glucose metabolic rate) in the tumor microenvironment, cancer cells exhibit higher levels of ER stress compared to normal cells [64]. The stressed state of malignant cells makes them vulnerable to therapeutic strategies, which target molecular determinants of HSR or UPR or a combination of both to exacerbate enhanced stress in cancer selective therapy [10]. Recent studies showed that diindolylmethane (DIM) induces autophagy in ovarian cancer cells through regulating ER stress [65]. Our findings here indicate that PA exerts its pro-apoptotic action in chemotherapy resistant pancreatic cancer cells, both in vitro and in vivo, through induction of a sustained ER stress that eventually leads to apoptosis. Interestingly, PA only slightly affects the proliferation of normal pancreatic duct epithelial cells and effective dose of PA is not toxic in vivo, which is particularly important in tumor-selective therapy. These data suggest that ER targeting by PA may represent a promising new framework in the treatment of currently incurable pancreatic cancer. Further clinical studies are necessary to test if PA is well tolerated in humans and its effect in suppressing pancreatic tumor growth in humans.
Supporting Information
Acknowledgments
We thank Dr. Michael A.J. Zieger from Methodist Research Institute, Indiana University Health, for kindly providing antibodies; Dr. Zizheng Dong, Indiana University School of Medicine, for his technical assistance with the apoptosis analysis; Mr. Colin Terry for his assistance with the statistical analysis and Dr. Jagadish Loganathan for his helpful suggestions about manuscript revision. The microarray studies were carried out using the facilities of the Center for Medical Genomics at Indiana University School of Medicine.
Data Availability
The MicroArray data are available at NCBI accesion number GSE64111.
Funding Statement
This study was supported by research grants from China Scholarship Council and EcoNugenics, Inc., Santa Rosa, CA, USA. The Center for Medical Genomics is supported in part by the Indiana Genomics Initiative at Indiana University (INGEN, which is supported in part by the Lilly Endowment, Inc.). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The funder, Econugenics, Inc., provided support in the form of salary for Dr. Isaac Eliaz, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific role of this author is articulated in the ‘author contributions’ section.
References
- 1. Gungor C, Hofmann BT, Wolters-Eisfeld G, Bockhorn M. Pancreatic cancer. British journal of pharmacology. 2014;171(4):849–58. 10.1111/bph.12401 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Li D, Xie K, Wolff R, Abbruzzese JL. Pancreatic cancer. Lancet. 2004;363(9414):1049–57. [DOI] [PubMed] [Google Scholar]
- 3. Siegelin MD. Utilization of the cellular stress response to sensitize cancer cells to TRAIL-mediated apoptosis. Expert opinion on therapeutic targets. 2012;16(8):801–17. 10.1517/14728222.2012.703655 [DOI] [PubMed] [Google Scholar]
- 4. Klimstra DS, Heffess CS, Oertel JE, Rosai J. Acinar cell carcinoma of the pancreas. A clinicopathologic study of 28 cases. The American journal of surgical pathology. 1992;16(9):815–37. [DOI] [PubMed] [Google Scholar]
- 5. Skarda JS, Honick AB, Gibbins CS, Josselson AR, Rishi M. Papillary-cystic tumor of the pancreas in a young woman: fine-needle aspiration cytology, ultrastructure and DNA analysis. Diagnostic cytopathology. 1994;10(1):20–4. [DOI] [PubMed] [Google Scholar]
- 6. Lust S, Vanhoecke B, VANG M, Boelens J, VANM H, Kaileh M, et al. Xanthohumol activates the proapoptotic arm of the unfolded protein response in chronic lymphocytic leukemia. Anticancer research. 2009;29(10):3797–805. [PMC free article] [PubMed] [Google Scholar]
- 7. Kim I, Xu W, Reed JC. Cell death and endoplasmic reticulum stress: disease relevance and therapeutic opportunities. Nature reviews Drug discovery. 2008;7(12):1013–30. 10.1038/nrd2755 [DOI] [PubMed] [Google Scholar]
- 8. Boelens J, Lust S, Offner F, Bracke ME, Vanhoecke BW. Review. The endoplasmic reticulum: a target for new anticancer drugs. In vivo (Athens, Greece). 2007;21(2):215–26. [PubMed] [Google Scholar]
- 9. Grant S. Enhancing proteotoxic stress as an anticancer strategy. Oncotarget. 2011;2(4):284–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Workman P, Davies FE. A stressful life (or death): combinatorial proteotoxic approaches to cancer-selective therapeutic vulnerability. Oncotarget. 2011;2(4):277–80. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Gorman AM, Healy SJ, Jager R, Samali A. Stress management at the ER: regulators of ER stress-induced apoptosis. Pharmacology & therapeutics. 2012;134(3):306–16. [DOI] [PubMed] [Google Scholar]
- 12. Neznanov N, Komarov AP, Neznanova L, Stanhope-Baker P, Gudkov AV. Proteotoxic stress targeted therapy (PSTT): induction of protein misfolding enhances the antitumor effect of the proteasome inhibitor bortezomib. Oncotarget. 2011;2(3):209–21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Logue SE, Cleary P, Saveljeva S, Samali A. New directions in ER stress-induced cell death. Apoptosis: an international journal on programmed cell death. 2013;18(5):537–46. [DOI] [PubMed] [Google Scholar]
- 14. Harding HP, Zhang Y, Ron D. Protein translation and folding are coupled by an endoplasmic-reticulum-resident kinase. Nature. 1999;397(6716):271–4. [DOI] [PubMed] [Google Scholar]
- 15. Denmeade SR, Isaacs JT. The SERCA pump as a therapeutic target: making a "smart bomb" for prostate cancer. Cancer biology & therapy. 2005;4(1):14–22. [DOI] [PubMed] [Google Scholar]
- 16. Schroder M, Kaufman RJ. The mammalian unfolded protein response. Annual review of biochemistry. 2005;74:739–89. [DOI] [PubMed] [Google Scholar]
- 17. Gajate C, Matos da Silva M, Dakir el H, Fonteriz RI, Alvarez J, Mollinedo F. Antitumor alkyl-lysophospholipid analog edelfosine induces apoptosis in pancreatic cancer by targeting endoplasmic reticulum. Oncogene. 2012;31(21):2627–39. 10.1038/onc.2011.446 [DOI] [PubMed] [Google Scholar]
- 18. Lei P, Abdelrahim M, Cho SD, Liu X, Safe S. Structure-dependent activation of endoplasmic reticulum stress-mediated apoptosis in pancreatic cancer by 1,1-bis(3'-indoly)-1-(p-substituted phenyl)methanes. Molecular cancer therapeutics. 2008;7(10):3363–72. 10.1158/1535-7163.MCT-08-0439 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Abdelrahim M, Newman K, Vanderlaag K, Samudio I, Safe S. 3,3'-diindolylmethane (DIM) and its derivatives induce apoptosis in pancreatic cancer cells through endoplasmic reticulum stress-dependent upregulation of DR5. Carcinogenesis. 2006;27(4):717–28. [DOI] [PubMed] [Google Scholar]
- 20. Nawrocki ST, Carew JS, Pino MS, Highshaw RA, Dunner K Jr., Huang P, et al. Bortezomib sensitizes pancreatic cancer cells to endoplasmic reticulum stress-mediated apoptosis. Cancer research. 2005;65(24):11658–66. [DOI] [PubMed] [Google Scholar]
- 21. Rios JL. Chemical constituents and pharmacological properties of Poria cocos. Planta medica. 2011;77(7):681–91. 10.1055/s-0030-1270823 [DOI] [PubMed] [Google Scholar]
- 22. Lee SM, Lee YJ, Yoon JJ, Kang DG, Lee HS. Effect of Poria cocos on hypertonic stress-induced water channel expression and apoptosis in renal collecting duct cells. Journal of ethnopharmacology. 2012;141(1):368–76. 10.1016/j.jep.2012.02.048 [DOI] [PubMed] [Google Scholar]
- 23. Zhao YY, Feng YL, Du X, Xi ZH, Cheng XL, Wei F. Diuretic activity of the ethanol and aqueous extracts of the surface layer of Poria cocos in rat. Journal of ethnopharmacology. 2012;144(3):775–8. 10.1016/j.jep.2012.09.033 [DOI] [PubMed] [Google Scholar]
- 24. Hong R, Shen MH, Xie XH, Ruan SM. Inhibition of breast cancer metastasis via PITPNM3 by pachymic acid. Asian Pacific journal of cancer prevention: APJCP. 2012;13(5):1877–80. [DOI] [PubMed] [Google Scholar]
- 25. Ling H, Zhang Y, Ng KY, Chew EH. Pachymic acid impairs breast cancer cell invasion by suppressing nuclear factor-kappaB-dependent matrix metalloproteinase-9 expression. Breast cancer research and treatment. 2011;126(3):609–20. 10.1007/s10549-010-0929-5 [DOI] [PubMed] [Google Scholar]
- 26. Ling H, Jia X, Zhang Y, Gapter LA, Lim YS, Agarwal R, et al. Pachymic acid inhibits cell growth and modulates arachidonic acid metabolism in nonsmall cell lung cancer A549 cells. Molecular carcinogenesis. 2010;49(3):271–82. 10.1002/mc.20597 [DOI] [PubMed] [Google Scholar]
- 27. Zhou L, Zhang Y, Gapter LA, Ling H, Agarwal R, Ng KY. Cytotoxic and anti-oxidant activities of lanostane-type triterpenes isolated from Poria cocos. Chemical & pharmaceutical bulletin. 2008;56(10):1459–62. [DOI] [PubMed] [Google Scholar]
- 28. Gapter L, Wang Z, Glinski J, Ng KY. Induction of apoptosis in prostate cancer cells by pachymic acid from Poria cocos. Biochemical and biophysical research communications. 2005;332(4):1153–61. [DOI] [PubMed] [Google Scholar]
- 29. Cheng S, Eliaz I, Lin J, Sliva D. Triterpenes from Poria cocos suppress growth and invasiveness of pancreatic cancer cells through the downregulation of MMP-7. International journal of oncology. 2013;42(6):1869–74. 10.3892/ijo.2013.1902 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Irizarry RA, Hobbs B, Collin F, Beazer-Barclay YD, Antonellis KJ, Scherf U, et al. Exploration, normalization, and summaries of high density oligonucleotide array probe level data. Biostatistics (Oxford, England). 2003;4(2):249–64. [DOI] [PubMed] [Google Scholar]
- 31. Jiang J, Slivova V, Harvey K, Valachovicova T, Sliva D. Ganoderma lucidum suppresses growth of breast cancer cells through the inhibition of Akt/NF-kappaB signaling. Nutrition and cancer. 2004;49(2):209–16. [DOI] [PubMed] [Google Scholar]
- 32. Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods. 2001;25(4):402–8. [DOI] [PubMed] [Google Scholar]
- 33. Hering J, Garrean S, Dekoj TR, Razzak A, Saied A, Trevino J, et al. Inhibition of proliferation by omega-3 fatty acids in chemoresistant pancreatic cancer cells. Annals of surgical oncology. 2007;14(12):3620–8. [DOI] [PubMed] [Google Scholar]
- 34. OReilly EM, Abou Alfa GK. Cytotoxic therapy for advanced pancreatic adenocarcinoma. Seminars in oncology. 2007;34(4):347–53. [DOI] [PubMed] [Google Scholar]
- 35. Pan X, Arumugam T, Yamamoto T, Levin PA, Ramachandran V, Ji B, et al. Nuclear factor-kappaB p65/relA silencing induces apoptosis and increases gemcitabine effectiveness in a subset of pancreatic cancer cells. Clinical cancer research: an official journal of the American Association for Cancer Research. 2008;14(24):8143–51. 10.1158/1078-0432.CCR-08-1539 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Zhu W, Li J, Wu S, Li S, Le L, Su X, et al. Triptolide cooperates with Cisplatin to induce apoptosis in gemcitabine-resistant pancreatic cancer. Pancreas. 2012;41(7):1029–38. 10.1097/MPA.0b013e31824abdc0 [DOI] [PubMed] [Google Scholar]
- 37. Li J, Liang X, Yang X. Ursolic acid inhibits growth and induces apoptosis in gemcitabine-resistant human pancreatic cancer via the JNK and PI3K/Akt/NF-kappaB pathways. Oncology reports. 2012;28(2):501–10. 10.3892/or.2012.1827 [DOI] [PubMed] [Google Scholar]
- 38. Alosi JA, McDonald DE, Schneider JS, Privette AR, McFadden DW. Pterostilbene inhibits breast cancer in vitro through mitochondrial depolarization and induction of caspase-dependent apoptosis. The Journal of surgical research. 2010;161(2):195–201. 10.1016/j.jss.2009.07.027 [DOI] [PubMed] [Google Scholar]
- 39. Satoh MS, Lindahl T. Role of poly(ADP-ribose) formation in DNA repair. Nature. 1992;356(6367):356–8. [DOI] [PubMed] [Google Scholar]
- 40. Oliver FJ. Importance of Poly(ADP-ribose) Polymerase and Its Cleavage in Apoptosis. LESSON FROM AN UNCLEAVABLE MUTANT. Journal of Biological Chemistry. 1998;273(50):33533–9. [DOI] [PubMed] [Google Scholar]
- 41. Healy SJ, Gorman AM, Mousavi Shafaei P, Gupta S, Samali A. Targeting the endoplasmic reticulum-stress response as an anticancer strategy. European journal of pharmacology. 2009;625(1–3):234–46. 10.1016/j.ejphar.2009.05.033 [DOI] [PubMed] [Google Scholar]
- 42. Xie Q, Khaoustov VI, Chung CC, Sohn J, Krishnan B, Lewis DE, et al. Effect of tauroursodeoxycholic acid on endoplasmic reticulum stress-induced caspase-12 activation. Hepatology. 2002;36(3):592–601. [DOI] [PubMed] [Google Scholar]
- 43. Zhang JY, Diao YF, Kim HR, Jin DI. Inhibition of endoplasmic reticulum stress improves mouse embryo development. PLoS One. 2012;7(7):e40433 10.1371/journal.pone.0040433 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Schonthal AH. Endoplasmic reticulum stress: its role in disease and novel prospects for therapy. Scientifica (Cairo). 2012;2012:857516 10.6064/2012/857516 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Malo A, Kruger B, Seyhun E, Schafer C, Hoffmann RT, Goke B, et al. Tauroursodeoxycholic acid reduces endoplasmic reticulum stress, trypsin activation, and acinar cell apoptosis while increasing secretion in rat pancreatic acini. Am J Physiol Gastrointest Liver Physiol. 2010;299(4):G877–86. 10.1152/ajpgi.00423.2009 [DOI] [PubMed] [Google Scholar]
- 46. Boulares AH. Role of Poly(ADP-ribose) Polymerase (PARP) Cleavage in Apoptosis. CASPASE 3-RESISTANT PARP MUTANT INCREASES RATES OF APOPTOSIS IN TRANSFECTED CELLS. Journal of Biological Chemistry. 1999;274(33):22932–40. [DOI] [PubMed] [Google Scholar]
- 47. Ling Y, Chen M, Wang K, Sun Z, Li Z, Wu B, et al. Systematic screening and characterization of the major bioactive components of Poria cocos and their metabolites in rats by LC-ESI-MS(n). Biomedical chromatography: BMC. 2012;26(9):1109–17. 10.1002/bmc.1756 [DOI] [PubMed] [Google Scholar]
- 48. Youns M, Efferth T, Reichling J, Fellenberg K, Bauer A, Hoheisel JD. Gene expression profiling identifies novel key players involved in the cytotoxic effect of Artesunate on pancreatic cancer cells. Biochemical pharmacology. 2009;78(3):273–83. 10.1016/j.bcp.2009.04.014 [DOI] [PubMed] [Google Scholar]
- 49. Brostrom CO, Brostrom MA. Regulation of translational initiation during cellular responses to stress. Progress in nucleic acid research and molecular biology. 1998;58:79–125. [DOI] [PubMed] [Google Scholar]
- 50. Hai T, Hartman MG. The molecular biology and nomenclature of the activating transcription factor/cAMP responsive element binding family of transcription factors: activating transcription factor proteins and homeostasis. Gene. 2001;273(1):1–11. [DOI] [PubMed] [Google Scholar]
- 51. Harding HP, Zhang Y, Bertolotti A, Zeng H, Ron D. Perk is essential for translational regulation and cell survival during the unfolded protein response. Molecular cell. 2000;5(5):897–904. [DOI] [PubMed] [Google Scholar]
- 52. Ma K, Vattem KM, Wek RC. Dimerization and release of molecular chaperone inhibition facilitate activation of eukaryotic initiation factor-2 kinase in response to endoplasmic reticulum stress. The Journal of biological chemistry. 2002;277(21):18728–35. [DOI] [PubMed] [Google Scholar]
- 53. Sood R, Porter AC, Ma K, Quilliam LA, Wek RC. Pancreatic eukaryotic initiation factor-2alpha kinase (PEK) homologues in humans, Drosophila melanogaster and Caenorhabditis elegans that mediate translational control in response to endoplasmic reticulum stress. The Biochemical journal. 2000;346 Pt 2:281–93. [PMC free article] [PubMed] [Google Scholar]
- 54. Jiang HY, Wek SA, McGrath BC, Lu D, Hai T, Harding HP, et al. Activating Transcription Factor 3 Is Integral to the Eukaryotic Initiation Factor 2 Kinase Stress Response. Molecular and Cellular Biology. 2004;24(3):1365–77. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Kim DG, You KR, Liu MJ, Choi YK, Won YS. GADD153-mediated anticancer effects of N-(4-hydroxyphenyl)retinamide on human hepatoma cells. The Journal of biological chemistry. 2002;277(41):38930–8. [DOI] [PubMed] [Google Scholar]
- 56. Xu L, Su L, Liu X. PKCdelta regulates death receptor 5 expression induced by PS-341 through ATF4-ATF3/CHOP axis in human lung cancer cells. Molecular cancer therapeutics. 2012;11(10):2174–82. 10.1158/1535-7163.MCT-12-0602 [DOI] [PubMed] [Google Scholar]
- 57. Harding HP, Novoa I, Zhang Y, Zeng H, Wek R, Schapira M, et al. Regulated translation initiation controls stress-induced gene expression in mammalian cells. Molecular cell. 2000;6(5):1099–108. [DOI] [PubMed] [Google Scholar]
- 58. Boyce M, Yuan J. Cellular response to endoplasmic reticulum stress: a matter of life or death. Cell Death Differ. 2006;13(3):363–73. [DOI] [PubMed] [Google Scholar]
- 59. Suzuki T, Lu J, Zahed M, Kita K, Suzuki N. Reduction of GRP78 expression with siRNA activates unfolded protein response leading to apoptosis in HeLa cells. Arch Biochem Biophys. 2007;468(1):1–14. [DOI] [PubMed] [Google Scholar]
- 60. Mujumdar N, Banerjee S, Chen Z, Sangwan V, Chugh R, Dudeja V, et al. Triptolide activates unfolded protein response leading to chronic ER stress in pancreatic cancer cells. Am J Physiol Gastrointest Liver Physiol. 2014;306(11):G1011–20. 10.1152/ajpgi.00466.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61. Sekiya N, Goto H, Shimada Y, Endo Y, Sakakibara I, Terasawa K. Inhibitory effects of triterpenes isolated from Hoelen on free radical-induced lysis of red blood cells. Phytother Res. 2003;17(2):160–2. [DOI] [PubMed] [Google Scholar]
- 62. Yang Y, Li C, Xiang X, Dai Z, Chang J, Zhang M, et al. Ursolic acid prevents endoplasmic reticulum stress-mediated apoptosis induced by heat stress in mouse cardiac myocytes. J Mol Cell Cardiol. 2014;67:103–11. 10.1016/j.yjmcc.2013.12.018 [DOI] [PubMed] [Google Scholar]
- 63. Searle JS, Li B, Du W. Targeting Rb mutant cancers by inactivating TSC2. Oncotarget. 2010;1(3):228–32. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64. Wang M, Wey S, Zhang Y, Ye R, Lee AS. Role of the unfolded protein response regulator GRP78/BiP in development, cancer, and neurological disorders. Antioxidants & redox signaling. 2009;11(9):2307–16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65. Kandala PK, Srivastava SK. Regulation of macroautophagy in ovarian cancer cells in vitro and in vivo by controlling glucose regulatory protein 78 and AMPK. Oncotarget. 2012;3(4):435–49. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The MicroArray data are available at NCBI accesion number GSE64111.