Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2016 Dec 6;6:38285. doi: 10.1038/srep38285

miR-365 targets β-arrestin 2 to reverse morphine tolerance in rats

Jian Wang 1, Wei Xu 1, Tao Zhong 1, Zongbin Song 1, Yu Zou 1, Zhuofeng Ding 1, Qulian Guo 1, Xinzhong Dong 2,3, Wangyuan Zou 1,a
PMCID: PMC5138852  PMID: 27922111

Abstract

Morphine tolerance is a challenging clinical problem that limits its clinical application in pain treatment. Non-coding microRNAs (miRNAs) modulate gene expression in a post transcriptional manner, and their dysregulation causes various diseases. However, the significance of miRNAs in morphine tolerance is still poorly understood. In the present study, we hypothesized that microRNA-365 (miR-365) is a key functional small RNA that reverses morphine tolerance through regulation of β-arrestin 2 in rats. Here, microarray analysis and quantitative real-time PCR showed that miR-365 was robustly decreased in the spinal cord after chronic morphine administration. In situ hybridization and immunochemistry double staining showed that miR-365 was expressed in neurons of the spinal cord. We identified β-arrestin 2 as the target gene of miR-365 by bioinformatics analysis and luciferase reporter assay. The data showed that overexpression of miR-365 prevented and reversed established morphine tolerance, and increased expression of miR-365 caused a decrease in expression of β-arrestin 2 protein. miR-365 downregulation is involved in the development and maintenance of morphine tolerance through regulation of β-arrestin 2, and miR-365 upregulation provides a promising and novel approach for treatment of morphine tolerance.


Morphine is commonly used in clinical management to alleviate moderate to severe pain. However, prolonged and repeated use of morphine leads to tolerance1. In some patients, even the maximum tolerated dose of morphine cannot achieve a sufficient analgesic effect2,3. Morphine tolerance is defined as a gradual loss of drug potency or efficacy and reduced duration of action. When morphine tolerance occurs, dose escalation becomes necessary to maintain the same analgesic effect, which results in an increased likelihood of side effects. Thus far, the mechanisms underlying morphine tolerance are poorly understood. Multiple factors may be involved in these complex processes, such as opioid receptor desensitization4, changes in glutamate receptor function5,6, protein kinase C (PKC) activation6, and G-protein uncoupling7. In addition, some studies reported that miRNAs play a vital role in regulating morphine tolerance and chronic pain8,9,10.

miRNAs bind to 3′-UTRs (untranslated region) of target gene mRNA, inhibiting or destabilizing translation of the transcripts11,12,13. miRNAs have been shown to modulate expression of various genes in different systems14,15,16,17. Recent studies have found miRNAs are also involved in perioperative medicine, including inflammation, ischemia, sepsis and mediating anesthetic toxicity18,19,20,21,22. However, the specific role of miRNAs in morphine tolerance is still poorly understood.

Studies have reported that miRNAs are highly expressed in the CNS where opioid activity occurs23,24,25,26, and some are involved in morphine tolerance, such as fentanyl increased NeuroD protein level was mediated by miR-1908. He et al.10 have shown that the μ opioid receptor (MOR) mRNA 3′-UTR has a binding site for let-7 and that let-7 could repress MOR expression in mice. Inhibition of let-7 can alleviate morphine tolerance. Wu et al.27 found that miRNA-23b could repress MOR translation by interacting with the K box motif in the 3′-UTR of MOR 1, and the interaction could suppress receptor translation by blocking polysome-mRNA association. Morphine also decreased miR-133b expression and affected dopaminergic neuron differentiation in zebrafish embryos28. Therefore, the roles of miRNAs in regulating morphine tolerance are of growing interest.

Here we present evidence that miR-365 is involved in the modulation of morphine tolerance. In the study, we focused on miR-365 for several reasons: Firstly, miR-365 is expressed in the CNS and involved in neurological disorders29, suggesting a potential role of miR-365 in CNS dysfunction. Secondly, based on miRNA microarray profiling, miR-365 was robustly down-regulated in the spinal cord after chronic administration of morphine. Thirdly, β-arrestin 2, which is an important modulator of morphine tolerance30, is the predicted target of miR-365, and there is little information concerning how miR-365 regulates development of morphine tolerance. Therefore, we designed the study to investigate the role of miR-365 in regulating morphine tolerance. We hypothesized that miR-365 in the spinal cord regulates development and maintenance of morphine antinociceptive tolerance by targeting the G-protein-coupled receptor (GPCR) binding protein β-arrestin 2.

Results

miR-365 is down-regulated in the spinal cord of morphine-tolerant rats

To identify miRNAs responsible for morphine tolerance, we profiled miRNA expression patterns through miRNA microarray analysis using L4 ~ 5 of spinal cords isolated from rats subjected to injection of morphine for 7 consecutive days, which is a classic model to induce morphine tolerance. Morphine tolerance was already established 7 days after morphine injection (Fig. 1A). Compared with the normal saline (NS) group (Fig. 1B), we found a broad range of miRNA expression changes in the morphine treated (MT) spinal cord. miR-365 was one of the most robustly reduced of these miRNAs, and the expression levels of miR-365 were confirmed by qPCR (Fig. 1C). miR-365 expression was not altered on day 3 after morphine injection, however, on day 5 it began to decline (Fig. 1D), and these changes were consistent with development of morphine tolerance. In addition, among the target genes of miR-365, some target genes participate in morphine tolerance (described in the discussion). For this reason, miR-365 was studied further to determine its role in morphine tolerance.

Figure 1. Downregulation of miR-365 in the spinal cord after induction of morphine tolerance.

Figure 1

(A) Development of tolerance to morphine-induced antinociception assessed by the tail flick test. Tail flick latency was converted to %MPE. Values are expressed as mean ± s.e.m., n = 6, ***P < 0.001 compared with the normal saline group by two-way repeated-measures ANOVA followed by Bonferroni correction. (B) Heat maps of microRNAs shown by microarray analysis to be significantly upregulated or downregulated in the L4 ~ 5 spinal cord of rats following intrathecal injection of morphine compared with normal saline. The heat map diagram shows the result of log2 value of each miRNA microarray signal in different conditions (morphine or saline injection). Each row represents a miRNA and each column represents a sample. Color scale is shown on the top. (C) Representative examples of microRNAs showing upregulation or downregulation following independent verification with qRT-PCR analyses, n = 3. **P < 0.01, ***P < 0.001 relative to the normal saline group by unpaired t-test. (D) Expression level of miR-365 in the L4 ~ 5 spinal cord after chronic injection of morphine. Data are expressed as mean ± s.e.m., n = 6, ***P < 0.001, versus the normal saline group by two-way repeated-measures ANOVA followed by Bonferroni correction. (E) In situ hybridization images of miR-365 in the spinal cord from normal saline and morphine tolerance groups. n = 4, ***P < 0.001, compared with the normal saline group by Student’s t-test. Scale bar = 200 μm. Each experiment was performed in duplicate with the indicated number of samples. MT = morphine tolerance, NS = normal saline, miR = microRNA, MPE = maximum possible effect.

To explore further the localization and expression of miR-365 in the spinal cord, miRNA-specific in situ hybridization and staining were employed. The data showed that miR-365 was expressed in the dorsal horn of the spinal cord. Compared with the normal saline group, miR-365 expression was decreased on day 7 after morphine administration (Fig. 1E). The result was consistent with previous quantitative RT-PCR analysis. Co-immunostaining revealed high expression of miR-365 in the neuron specific NeuN-positive neurons of the spinal dorsal horn (Fig. 2).

Figure 2. Cell-specific localization of miR-365 in the spinal cord.

Figure 2

Cell-specific localization of miR-365 in the spinal cord as assessed by in situ hybridization with subsequent coimmunofluorescence staining of the spinal cord for miR-365 (red), neurons using NeuN antibody (green), astrocytes using GFAP antibody (green), and microglia using Iba1 antibody (green). Scale bar = 50 μm.

Lentivirus-mediated overexpression of miR-365 prevents and reverses morphine tolerance in rats

To confirm delivery of lentivirus (LV)-miR-365 or LV-control into neuronal cells of the spinal cord, transfected cells in the spinal cord were visualized by GFP fluorescence. After intrathecal administration of LV-miR-365 or LV-control, we found that many neuronal cell bodies were highly fluorescent, suggesting that the lentivirus was successfully transfected into neuronal cells (Fig. 3A).

Figure 3. Lentiviral-mediated overexpression of miR-365 prevents and reverses morphine tolerance in rats.

Figure 3

(A) Representative image of enhanced green fluorescent protein immunofluorescence in the spinal cord on day 7 after injection of LV-miRNA-365 or LV-control vector. Scale bar = 100 μm. (B) miR-365 expression levels in the L4 ~ 5 spinal cord after lentivirus injection. Rats were injected with control or miR-365 lentivirus vector 3 days before chronic normal saline infusion. Values are expressed as percentage of values of the LV-control + NS group, n = 6, ***P < 0.001 by two-way repeated-measures ANOVA followed by Bonferroni test. (C and D) Effect of injection of lentivirus miR-365 on the development of morphine tolerance. (C) Groups of rats were pretreated with vehicle (normal saline), LV-control vector, or LV-miR-365 vector 3 days before chronic injection of morphine or saline. Data are presented as mean ± s.e.m, n = 6, ***P < 0.001 compared with the Vehicle + NS group. ###P < 0.001 compared with the LV-control + Mor group by two-way repeated-measures ANOVA followed by Bonferroni test. (D) Groups of rats were injected with morphine twice a day for 17 consecutive days. LV-control vector or LV-miR-365 vector was administered on day 7 after establishment of morphine tolerance. Data are presented as mean ± s.e.m., n = 6, **P < 0.01, ***P < 0.001 compared with the LV-control group by two-way repeated-measures ANOVA followed by Bonferroni test. Each experiment was performed in triplicate with the indicated number of samples. miR = microRNA, MPE = maximum possible effect, NS = normal saline, Mor = morphine.

miR-365 expression was gradually increased above basal levels 5 days after intrathecal LV-miR-365 injection and remained increased 10 days after treatment with LV-miR-365 (Fig. 3B). To explore the role of miR-365 in modulation of morphine tolerance at the behavioral level, we first pretreated rats with intrathecal injection of LV-miR-365, LV-control vector, or vehicle (normal saline) 3 days before chronic morphine or normal saline infusion. The basal latency of tail flick test was not changed in all groups (data were not shown). Rats treated with saline infusion (Vehicle + NS, LV-control + NS and LV-miR-365 + NS) showed no significant difference in %MPE during the 7 days. In rats treated with morphine infusion, rats pretreated with normal saline (Vehicle + Mor) showed 95.6 ± 5.4% (assessed by %MPE) antinociception on day 1; however, from day 3 to day 7, %MPE was significantly reduced compared with day 1. In contrast, rats pretreated with LV-miR-365 maintained antinociception through day 7 after chronic morphine injection and showed a significant increase in %MPE compared with rats treated with normal saline. Rats pretreated with LV-control vector (LV-control + Mor) had a %MPE similar to the Vehicle + Mor group (Fig. 3C). Then we post-treated rats with LV-control or LV-miR-365 vector on day 7 after establishment of morphine tolerance. We found that overexpression of miR-365 significantly reversed morphine tolerance (Fig. 3D). These results suggest that miR-365 in the spinal cord contributes to modulation of morphine tolerance.

miR-365 directly targets β-arrestin 2

To identify target genes of miR-365 relevant to morphine tolerance, we searched for potential candidate targets using bioinformatics tools: TargetScan, miRanda, and miRDB. Among the putative genes identified, we focused on β-arrestin 2 because it plays a vital role in morphine tolerance30,31,32,33. Mice with a β-arrestin 2 null mutation are less likely to develop morphine tolerance30. Therefore, we examined whether β-arrestin 2 is a direct target of miR-365 using a luciferase assay. The 3′-UTR sequence (including the predicted mir-365 target sequence) of β-arrestin 2 was cloned into a reporter vector downstream of the Renilla luciferase gene. After cotransfection of HEK293 cells with the reporter vector containing miR-365, luciferase activity with the β-arrestin 2 3′-UTR was attenuated (Fig. 4A). To identify further the miR-365 binding sequence within the 3′-UTR, we mutated the predicted seed sequence with a partial deletion (Fig. 4B). We found that miR-365 had no effect on luciferase activity (Fig. 4A). These findings suggest that miR-365 directly targets the β-arrestin 2 3′-UTR in a sequence-specific manner. Furthermore, Fig. 4B shows that the miR-365 binding site is well conserved among mammals, which indicates that β-arrestin 2 regulation by miR-365 is functionally important.

Figure 4. miR-365 directly targets the β-arrestin 2 3′-UTR.

Figure 4

(A) Activity of luciferase with the β-arrestin 2 3′-UTR or a deletion mutation in the 3′-UTR in HEK293T cells cotransfected with control microRNA or a miR-365 mimic (n = 3). Values are expressed as percentage of values of the control group, ***P < 0.001 by Student’s t test. Each experiment was performed in triplicate with the indicated number of samples. (B) Schematic representation of the miR-365 sequence and its target sequence within the β-arrestin 2 3′-UTR. The target sequence is well conserved among mammals. The seed sequence is indicated by bold letters, while the pairing sequence of miR-365 is in red bold letters. miR = microRNA, UTR = untranslated region, Del = deletion mutation.

β-arrestin 2 is responsible for miR-365-mediated morphine tolerance

Our luciferase assay results suggest that miR-365 regulates β-arrestin 2 expression levels. Therefore, we determined if expression of β-arrestin 2 was upregulated during development of morphine tolerance. At day 5 and day 7 after morphine injection, β-arrestin 2 was gradually increased (Fig. 5A) and inversely correlated with miR-365 downregulation (Fig. 1E), suggesting that miR-365 and β-arrestin 2 are inversely correlated. To explore the functional relevance between miR-365 and β-arrestin 2, we further examined if miR-365 affects β-arrestin 2 expression levels in vivo. In rats with saline injection, the data showed that β-arrestin 2 expression levels gradually decreased after injection of LV-miR-365 (Fig. 5B). Moreover, in rats with morphine infusion, the increased spinal β-arrestin 2 expression was reversed by overexpression of miR-365 but not by the LV-control treatment (Fig. 5C). In addition, the mRNA level of β-arrestin 2 was also decreased in the miR-365 overexpression group (Fig. 5D). Immunofluorescent staining result was in consistence with the immunoblotting results. Furthermore, following double staining showed that the downregulation of β-arrestin 2 was mainly located in the superficial lamina of the dorsal horn, especially in the lamina where CGRP was expressed (CGRP is mainly expressed in the superficial lamina, so it is used as a marker of spinal dorsal horn lamina in the study) (Fig. 5E).

Figure 5. β-arrestin 2 is specifically downregulated in the spinal cord after overexpression of miR-365.

Figure 5

(A) Expression level of β-arrestin 2 in the L4 ~ 5 spinal cord during development of morphine tolerance. n = 5, ***P < 0.001 versus 1 day after morphine injection by one-way ANOVA followed by Bonferroni test. (B) Time course of β-arrestin 2 expression levels after viral transduction in the group of rats treated with LV-miR-365 + NS. n = 5, *P < 0.05, **P < 0.001 compared with 0 day just before lentivirus injection by one-way ANOVA followed by Bonferroni test. (C) Expression level of β-arrestin 2 protein in the spinal cord 10 days after induction with the lentiviral vector. n = 5, **P < 0.01, ***P < 0.001 compared with the Vehicle + NS, #P < 0.05, compared with LV-control + Mor group by one-way ANOVA followed by Bonferroni test. (D) Expression level of β-arrestin 2 mRNA in the L4 ~ 5 spinal cord 10 days after lentiviral vector induction. n = 6. **P < 0.01, ***P < 0.001, compared with the Vehicle + NS group, ##P < 0.01, compared with the LV-control + Mor group by one-way ANOVA followed by Bonferroni test. (E) Immunofluorescent staining for β-arrestin 2 in the dorsal horn of the spinal cord 10 days after miR-365 lentiviral vector injection. Immunofluorescent density of β-arrestin 2 (green) from the morphine treated group was downregulated (especially in the superficial lamina where CGRP is expressed) after injection of LV-miR-365. n = 4, *P < 0.05, compared with the LV-control + Mor group by Student’s t test. Scale bar = 200 μm. (F) Overexpression of β-arrestin 2 blocked miR-365 mediated attenuation of morphine tolerance. LV-β-arrestin 2 or LV-scramble was co-injected with LV-miR-365 3 days before chronic morphine injection. n = 5, ***P < 0.001 compared with the LV-β-arrestin 2 + LV-miR-365 group by two-way repeated-measures ANOVA followed by Bonferroni test. (G) Expression of β-arrestin 2 protein 10 days after co-injection of LV-β-arrestin 2 and LV-miR-365 in morphine treated rats. n = 4, **P < 0.01, compared with the LV-scramble + LV-miR-365 group by Student’s t test. All of the data are presented as mean ± s.e.m. miR = microRNA, NS = normal saline, Mor = morphine.

To further explore the role of β-arrestin 2 in miR-365 mediated attenuation of morphine tolerance, rats were simultaneously injected intrathecally with LV-β-arrestin 2 and LV-miR-365 before chronic morphine infusion. Behavioral results suggested that overexpression of β-arrestin 2 abolished miR-365 mediated attenuation of morphine tolerance (Fig. 5F), Moreover, β-arrestin 2 expression remained upregulated after co-injection of β-arrestin 2 and miR-365 overexpression lentivirus vector (Fig. 5G). Taken together, these findings suggest that miR-365 overexpression attenuates morphine tolerance at least partly by decreasing β-arrestin 2 expression.

Discussion

In our present study, miR-365 was identified as a key functional miRNA for regulation of morphine antinociceptive tolerance. Downregulation of miR-365 is involved in development of morphine tolerance, and exogenous overexpression of miR-365 specifically alleviated morphine tolerance by targeting β-arrestin 2, a key component in MOR desensitization and endocytosis. To our knowledge, this is the first demonstration of a regulatory role for miR-365 in the development of morphine tolerance through regulation of β-arrestin 2. We showed that miR-365 plays a vital role in morphine tolerance, ranging from molecular changes in cells to behavioral changes in animals.

Studies reported that miR-365 is upregulated in human breast cancer34, and involved in carcinogenesis of small lung cancer and colon cancer35,36. Moreover, miR-365 also plays a role in the CNS, in which miR-365 is overexpressed in the rat hippocampus after status epilepticus induced by amygdala stimulation29. A previous study found that miR-365 was upregulated after long-term morphine treatment in the mouse hippocampus and primary cultures of rat hippocampal neurons37. However, miR-365 has not been linked to morphine tolerance in the study. The data of our study showed a new role of miR-365 in regulating morphine tolerance.

After inducing lentiviral vector-mediated overexpression of miR-365, we found that overexpression of miR-365 specifically suppressed and reversed morphine tolerance. However, we observed that lentiviral vector-mediated overexpression of miR-365 did not fully restore the analgesic effect of morphine, although the expression of miR-365 was robustly increased. Maybe this is because miR-365 only exerts its regulatory effects at the post-transcription level and is not involved in gene transcription. The data from staining showed that miR-365 was expressed in the superficial lamina of the spinal cord dorsal horn where MORs are most abundant. Recent studies have demonstrated that desensitization and internalization of MOR are responsible for the analgesia and antinociceptive tolerance of morphine38,39,40. In our study, β-arrestin 2 was identified as a target gene of miR-365. After LV-miR-365 induction, spinal β-arrestin 2 protein expression and mRNA levels were both down-regulated in a time-dependent manner. The decreased level of β-arrestin 2 mRNA may be attributed to overexpression of miR-365, which cleaved the 3′-UTR of β-arrestin 2 after partially binding to it.

Immunochemistry data also revealed that β-arrestin 2 was down-regulated, especially in the superficial lamina of the dorsal horn. As MOR are most abundant in the superficial lamina, the data indicate that downregulation of β-arrestin 2 may influence MOR function after miR-365 overexpression. β-arrestin 2 is a member of the arrestin protein family, which participates in GPCR desensitization and causes specific cellular responses to stimuli such as neurotransmitters, hormones, and sensory signals33,41,42,43. Lefkowitz et al. have found that functional deletion of β-arrestin 2 in mice resulted in enhanced and prolonged antinociception in the hot plate test after morphine treatment30. Furthermore, the animals did not develop tolerance after acute or chronic morphine treatment, yet they still developed morphine dependence44. It has been reported that knockdown of β-arrestin 2 by intrathecal delivery of antisense or siRNA also attenuated morphine tolerance in rats32,45. The data show that MOR desensitization may be impaired due to the lack of β-arrestin 2, whereas morphine dependence can be dissociated from desensitization. Coincidently, as MOR agonists produce analgesic tolerance, β-arrestin 2 is significantly upregulated in specific brain areas such as the locus coeruleus, cortex, and striatum31,46,47. In the periaqueductal gray (PAG), β-arrestin 2 expression was significantly decreased after chronic morphine treatment and overexpression of β-arrestin 2 abolished antinociceptive effects of morphine48,49.

Compared with direct inhibition of β-arrestin 2, miRNA modulation may have advantages. First, unlike RNAi or other artificial manipulations, miRNA modulation can reduce the risk of nonspecific off-target silencing. This is because proper miRNA-mRNA interactions have evolved for a billion years. Second, compared with siRNAs or shRNAs that only target a single transcript, miRNAs can target multiple transcript pathways, which may reduce resistance of mutated clones in disease since many simultaneous mutations would be required to subvert the effects of miRNA expression50. Therefore, miR-365 targeting of β-arrestin 2 is a suitable and promising approach for treatment of morphine tolerance.

In addition, it has been reported that miR-365 regulates expression of other target genes. Recent studies found that miR-365 could inhibit vascular smooth muscle cell proliferation by down-regulating cyclin D1 and regulate Mycobacterium tuberculosis-induced active pulmonary tuberculosis via interleukin 6 expression51,52. Interleukin 6 is involved in regulation of the immune response, inflammation, and glial activation53. Chronic morphine treatment activates spinal glia and enhances transcription of interleukin 6, and anti-interleukin antibodies can reverse development of morphine tolerance54.

Recent studies have demonstrated that there are co-regulatory relationships among miRNAs55. Clustered or homologous miRNAs (members of the same miRNA gene family) have close functional relationships and show the same types of deregulation patterns in multiple biological processes56. Previous studies have reported that multiple miRNA-based pathways, such as let-7 and miR-23b, contributed to morphine tolerance10,27, and some of these show the same deregulation pattern of miR-365. However, none of these miRNAs is from the same gene family as miR-365. Because the target genes of let-7 (MOR) and miR-23b (MOR1) interact with the target gene of miR-365 (β-arrestin 2), we cannot rule out that there may be a relationship between these miRNAs and miR-365. Further studies will be required to explore the specific interaction of these miRNAs and miR-365.

We initially considered interleukin -6 and β-arrestin 2 as target genes of miR-365. However, our in situ hybridization data showed that miR-365 was located in neurons of spinal cord, so we focused on β-arrestin 2 as a target of miR-365. We cannot exclude the possibility that other target genes of miR-365 are involved in miR-365-induced attenuation of morphine tolerance. Further insight into the role of miR-365 in neurons will enhance our understanding of the molecular mechanisms of morphine tolerance.

Based on our data, we propose the following pathway. After chronic morphine infusion, miR-365 is downregulated, which alleviates translational repression of its target gene β-arrestin 2 and increases its expression. Upregulated β-arrestin 2 associates with MOR and promotes MOR desensitization and internalization, which contributes to development of morphine tolerance (Fig. 6). After injection of the lentiviral vector- mediated miR-365, upregulated miR-365 was incorporated into an RNA-induced silencing complex (RISC) that mediated translational inhibition. β-arrestin 2 mRNA was then recruited to the RISC, binding to miR-365 with its 3′-UTR. The argonaute protein in the RNA-induced silencing complex destabilized β-arrestin 2 mRNA and repressed its expression. The downregulation of β-arrestin 2 then relieved MOR desensitization and alleviated morphine tolerance.

Figure 6. Schematic diagram for the proposed mechanism of morphine tolerance regulation by miR-365.

Figure 6

Left panel: Chronic morphine infusion sets up a cascade of events that lead to decreased levels of miR-365 and increased expression of β-arrestin 2, which ultimately causes morphine tolerance. Right panel: After a host cell is infected with a lentivirus, the viral genome is integrated into the host genome in the nucleus to yield primary-miR-365. Primary-miR-365 is processed to yield premature-miR-365, which is exported to the cytoplasm where mature miR-365 is generated and incorporated into the RISCs that are programmed by microRNA. This leads to inhibition of expression of host mRNAs (β-arrestin 2) in the cytoplasm of the infected cell. Decreased expression of β-arrestin 2 attenuates morphine tolerance. RISC = RNA-induced silencing complex, miR = microRNA.

The current study is the first to demonstrate that miR-365 prevents and reverses development and maintenance of morphine tolerance through regulation of GPCR binding protein β-arrestin 2. However, this study has several limitations. The goal of miRNA overexpression is to restore physiological levels of miRNA for optimal function and avoid unwanted side effects of high levels of miRNA21. However, neither lentiviral-mediated overexpression of miR-365 nor a miR-365 mimic can satisfy these requirements. We also realized that further experimental investigations such as genetic deletion of miR-365 in the spinal cord would be needed to clarify the regulatory mechanisms of miR-365. Furthermore, clinical trials will be needed to test whether the findings of the study can be applied to humans.

In conclusion, our results reveal that miR-365 is involved in morphine tolerance by regulating expression of β-arrestin 2. Overexpression of miR-365 results in decreased expression of the target gene β-arrestin 2 and attenuation of morphine tolerance. Overexpressing miR-365 using lentivirus-miR-365 might provide a promising and novel approach to treatment of morphine tolerance. Further studies are required to clarify the distinct role, therapeutic impacts, and potential side effects of miR-365 modulation of morphine tolerance in humans.

Materials and Methods

Animals

Male Sprague-Dawley rats (250~300 g) were purchased from the Animal Service of Central South University. All animals were housed in standard transparent plastic cages under standard room conditions (controlled constant temperature of 20 ± 0.5 °C, 12 h:12 h light/dark cycle, with free access to food and water). All experimental procedures were approved by the Animal Care and Use of Central South University. The study adhered to the Ethical Guidelines of the International Association for the Study of Pain57. All efforts were made to minimize suffering and number of animals used. Animals were randomly assigned to groups. All animal behavioral tests were performed and assessed by an independent observer blinded to the treatment to minimize bias, and the estimation of sample size was based on previous studies58.

For intrathecal catheter implantation, animals were anaesthetized by chloral hydrate (400 mg/kg, IP) and implanted with PE-10 catheters into the intrathecal lumbar (L3 ~ 4) space as previously described59. The exterior end of the catheter was sealed by exposure to a mild flame. After catheter implantation, the animals recovered for 3 days before any further experimental manipulations. Rats with motor weakness or paralysis were excluded from further experimentation.

To construct the animal model of morphine tolerance, rats were repeatedly administered morphine (10 μg, i.t.) or saline (10 μL, i.t.) twice a day for 7 days60. The antinociceptive effect of morphine was evaluated by the tail flick test. Rats were killed on days 1, 3, 5, and 7 after intrathecal injection.

Behavioral test

The development and maintenance of morphine antinociceptive tolerance was assessed by the tail flick test as previously described32. The tail flick test was performed every other day before and 30 min after morphine or saline injection. Three trials were performed with 3 min intervals and with changes of tail position for each trial. The mean latency from 3 trials was defined as the tail flick latency. Antinociception was calculated as %MPE, where %MPE = (test latency − predrug latency)/(cutoff time-predrug latency) × 100. To prevent tissue damage, the cutoff time was set to 10 s. Antinociceptive responses were presented as mean ± s.e.m. of %MPE61.

miRNA microarray

Total RNA of the L4 ~ 5 lumbar spinal cord was isolated using a miRNAeasy mini kit (QIAGEN). RNA quantity and quality was measured by a spectrophotometer (ND-1000, NanoDrop). The miRNA microarray was performed as described previously62. In brief, total RNA (500 ng) was 3′-end-labeled with Hy3TM fluorescent label and hybridized to the miRCURYTM LNA Array (v.16.0, Exiqon). The feature extraction software (Agilent Technologies) was used to quantify the fluorescent intensity of each spot of microarray images, and signal intensities >10 were considered positive expression. The statistical significance of upregulated or downregulated miRNAs were analyzed by t-test. MEV software (v4.6, TIGR) was used to perform hierarchical clustering. We used the Benjamini and Hochberg procedure to control the False Discovery Rate (FDR) in these tests63.

Quantitative real-time PCR

Ten nanograms of total RNA was reverse-transcribed with miRNA-specific primers for microRNA using TaqMan microRNA Reverse Transcription kit (Applied Biosystems) according to the manufacture’s protocol. The miRNA was reversed transcribed by incubation at 16 °C for 30 min, 42 °C for 40 min, 85 °C for 5 min, and held at 4 °C to stop the reaction. Quantitative PCR assays (SYBR Green I master kit, Applied Biosystems) were performed using primers for miR-365 (GSP: GGGTAATGCCCCTAAAAAT, R: CAGTGCGTGTCGTGGAG) with the following conditions: 50 °C for 2 min, 95 °C for 10 min, 40 cycles of 95 °C for 10 s, and 60 °C for 60 s on a 7300HT thermocycler (Applied Biosystems). U6 was used for normalization (Forward: 5′-GCTTCGGCAGCACATATACTAAAAT-3′, Reverse: 5′ CGCTTCACGAATTTGCGTGTCAT-3′).

For detecting β-arrestin 2 mRNA expression, PCR amplifications were performed at 94 °C for 2 min, followed by 94 °C for 30 s, 50 °C for 30 s, and 72 °C for 90 s using primer pairs for β-arrestin 2 min, Forward: 5′-AGCACCGCGCAGTACAAGT-3′, Reverse: 5′-CACGCTTCTCTCGGTTGTCA-3′). GAPDH (Forward: 5′-AAGGTGAAGGTCGGAGTCAAC-3′, Reverse: 5′-CATGAGTCCTTCCACGATACC-3′) was used as a loading control. All samples were run in duplicate. The relative expression level of mRNA was calculated by the 2−ΔΔCt method64,65.

In situ hybridization and immunochemistry

A digoxin-labeled locked nucleic acid (LNA) detection probe for miR-365 was purchased from Exiqon. After intracardial perfusion with 0.1 mol/L PBS followed by 4% paraformaldehyde in PBS, the lumbar spinal cord (L4 ~ L5) was dissected, and the tissues were post-fixed at 4 °C for 5 h. The tissues were then were immersed in 30% sucrose/PBS for 24 h. The tissues were cut as cryostat sections of 10 μm and preserved at −80 °C. Hybridization for miRNA was performed as described previously23. In brief, tissue cryostat sections were rinsed 3 times, fixed in 4% paraformaldehyde for 10 min, washed 3 times again, and then incubated for 20 min with pepsin solution (100 μL pepsin in 3% citric acid). After pretreatment with pepsin, sections were prehybridized in hybridization buffer for 4 h at 47 °C followed by hybridization with denaturation hybridization buffer containing 2 pmol/L miR-365 or a negative control (scrambled probe) at 48 °C overnight. After the slides were stringently rinsed 3 times for 15 min in pre-warmed 2× SSC at 37 °C and for 20 min in 0.2× SSC at room temperature, the sections were blocked for 1 h with blocking buffer, incubated with mouse anti-digoxigenin antibody (1:500, Roche Diagnostics GmbH, clone 1.71.256) for 2 h, rinsed in PBS, and then incubated with cy3-conjugated goat anti-mouse IgG (1:200, Abcam). For double staining, slides were rinsed in PBS, blocked, and incubated with the following primary antibodies at 4 °C overnight: rabbit anti-GFAP (1:600, Millipore), rabbit anti-Iba1 (1:200, Wako), and rabbit anti-NeuN (1:500, Millipore). The next day, slides were rinsed 3 times and incubated with Alexa Fluor 488-conjugated secondary antibodies (1:800, Jackson) for 2 h. For detecting LV-miR-365 and β-arrestin 2, we incubated the slides with rabbit anti-GFP (1:200 Abcam), rabbit anti-β-arrestin 2 (1:200 Abcam), mouse anti-NeuN, and mouse anti-CGRP (1:200 Abcam). After rinsing, slides were incubated with secondary antibodies (1:800 Jackson) for 2 h. A Leica Observer Microscope was used to observe and document the slides. Image-Pro PLUS 6.0 was used to analyze the images.

Luciferase reporter assay

The luciferase reporter assay was performed as described previously10. Briefly, the 3′-UTR of β-arrestin 2 (5′-GAGAGGTAGGGGTGGGCAGGACTGAGGTCCACTGCCCTTGCGGGTAGGAGGGTCCCAGCCTCTCCTCCTTCCCCGTTCGTCCACCCGAGATACACACTGGACCCAtcactcgttgaaagtgggcattaATCTTTTGACTTCAGCTCTGCCACCCCAGCCCTGCTCCCTAGGGTGGCAAGCTGTGTACACACCTAAAGTTTTGGGAAGGGAAGGGAACACTGAAAGCAAGGAGTGAATGTAGAGAAAAGGAGTAGAA-3′) was generated by gene synthesis, which contained the seed sequence complementary to miR-365 (5′-GGGCATT-3′), was subcloned downstream of the Renilla luciferase reporter gene into the psiCHECK-2 vector (Promega). The recombinant vector was named pYr-Arrb2-3U. The mutated vector (pYr-Arrb2-3U-Del) was constructed by a partial deletion of the miR-365 targeting sequence (5′-GAGAGGTAGGGGTGGGCAGGACTGAGGTCCACTGCCCTTGCGGGTAGGAGGGTCCCAGCCTCTCCTCCTTCCCCGTTCGTCCACCCGAGATACACACTGGACCCATCACTCGTTGAAAGTgtaATCTTTTGACTTCAGCTCTGCCACCCCAGCCCTGCTCCCTAGGGTGGCAAGCTGTGTACACACCTAAAGTTTTGGGAAGGGAAGGGAACACTGAAAGCAAGGAGTGAATGTAGAGAAAAGGAGTAGAA-3′). The pYr-Arrb2-3U vector and pYr-Arrb2-3U-Del vector constructs with or without either the miR-365 mimic (50 nM) or the scrambled control (50 nM) were transfected into HEK293 cells (70% confluence) (Lipofectamine 2000, Invitrogen). After 48 h, cells were lysed and a dual-luciferase report assay system (Promega) was performed to measure Renilla and firefly luciferase activity. The activity was then normalized to the firefly luciferase activity. We performed all the experiments in triplicate.

Lentivirus vector system

Pri-miR-365 and negative control sequences were cloned into the pGCsil-GFP vector (GENECHEM) to generate the lentivirus-mediated miR-365 vector (LV-miR-365) and the lentivirus negative control vector (LV-control). Virus packaging was performed as follows. The pGCsil-miR-365-GFP vector (20 μg) with pHelper 1.0 Vector (packaging plasmid, 15 μg) and pHelper 2.0 vector (envelop plasmid, 10 μg) were cotransfected into HEK293T cells using Lipofectamine 2000 (Invitrogen). After 48 h of transfection, the culture medium was collected, concentrated by ultracentrifugation, aliquoted, and then stored at −80 °C. The final titer of lentivirus was 3 × 108 TU/mL. LV-β-arrestin 2 and LV-scramble control were purchased from Genepharma with a titer of 5 × 108 TU/ml. In each instance, 10 μL of lentivirus was intrathecally injected in vivo.

Western blot analysis

Western blot was performed as previously described58. In brief, protein samples were separated on a SDS-PAGE gel and transferred to a polyvinylidene fluoride membrane (250 mA, 50 min). The blots were blocked with primary antibody for β-arrestin 2 and incubated overnight at 4 °C. The concentration of the primary antibody for β-arrestin 2 was 1:1000 (Abcam), and the concentration of the secondary antibody was 1:5000 (Chemicon). The antibodies were visualized using Western Blot Chemiluminescence Reagent Plus (Millipore). The blots were scanned and quantified using Quantity One analysis software (Bio-Rad) for densitometric analysis. Original uncropped westerns are provided in Supplementary Fig. 1.

Statistical analysis

No statistical methods were used to predetermine sample sizes. Values are expressed as mean ± s.e.m. There were no data missing in the study. SPSS Version 19.0 (IBM) was used for statistical analyses. A 2-tailed Student’s t test was employed for a simple comparison of 2 groups. Multiple comparisons were accomplished using a one-way ANOVA or a two-way ANOVA followed by Bonferroni correction. All tests were 2-tailed, and P values less than 0.05 were considered statistically significant.

Additional Information

How to cite this article: Wang, J. et al. miR-365 targets β-arrestin 2 to reverse morphine tolerance in rats. Sci. Rep. 6, 38285; doi: 10.1038/srep38285 (2016).

Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Material

Supplementary Information
srep38285-s1.pdf (216.8KB, pdf)

Acknowledgments

This study was supported by grants from the National Natural Science Foundation of China (81271244 and 81471135 to Dr. Zou, 81300958 to Dr. Song).

Footnotes

Author Contributions W.Z. conceived and designed this study. J.W., W.X., and Z.D. performed the behavioral tests. W.X., Y.Z., and Z.S. performed intrathecal catheter placement and morphine injections. J.W. conducted in situ hybridization and staining experiments. J.W. conducted PCR and western blot tests. J.W., T.Z., and W.Z. conducted statistical analysis. J.W. and W.Z. organized the figures. J.W. and W.Z. wrote the manuscript. W.Z., Q.G., and X.D. revised the manuscript. All authors reviewed the manuscript.

References

  1. McQuay H. Opioids in pain management. Lancet 353, 2229 (1999). [DOI] [PubMed] [Google Scholar]
  2. Wang Z. J. & Wang L. X. Phosphorylation: a molecular switch in opioid tolerance. Life Sci 79, 1681 (2006). [DOI] [PubMed] [Google Scholar]
  3. Harden R. N. Chronic pain and opiates: a call for moderation. Arch Phys Med Rehabil 89, S72 (2008). [DOI] [PubMed] [Google Scholar]
  4. Martini L. & Whistler J. L. The role of mu opioid receptor desensitization and endocytosis in morphine tolerance and dependence. Curr Opin Neurobiol 17, 556 (2007). [DOI] [PubMed] [Google Scholar]
  5. Mayer D. J., Mao J., Holt J. & Price D. D. Cellular mechanisms of neuropathic pain, morphine tolerance, and their interactions. Proc Natl Acad Sci USA 96, 7731 (1999). [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Sanchez-Blazquez P., Rodriguez-Munoz M., Berrocoso E. & Garzon J. The plasticity of the association between mu-opioid receptor and glutamate ionotropic receptor N in opioid analgesic tolerance and neuropathic pain. Eur J Pharmacol 716, 94 (2013). [DOI] [PubMed] [Google Scholar]
  7. Gintzler A. R. & Chakrabarti S. Opioid tolerance and the emergence of new opioid receptor-coupled signaling. Mol Neurobiol 21, 21 (2000). [DOI] [PubMed] [Google Scholar]
  8. Zheng H., Law P. Y. & Loh H. H. Non-Coding RNAs Regulating Morphine Function: With Emphasis on the In vivo and In vitro Functions of miR-190. Front Genet 3, 113 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Bali K. K. & Kuner R. Noncoding RNAs: key molecules in understanding and treating pain. Trends Mol Med 20, 437 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. He Y., Yang C., Kirkmire C. M. & Wang Z. J. Regulation of opioid tolerance by let-7 family microRNA targeting the mu opioid receptor. J. Neurosci 30, 10251 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Guo H., Ingolia N. T., Weissman J. S. & Bartel D. P. Mammalian microRNAs predominantly act to decrease target mRNA levels. Nature 466, 835 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Jonas S. & Izaurralde E. Towards a molecular understanding of microRNA-mediated gene silencing. Nat Rev Genet 16, 421 (2015). [DOI] [PubMed] [Google Scholar]
  13. Fukaya T. & Tomari Y. MicroRNAs mediate gene silencing via multiple different pathways in drosophila. Mol Cell 48, 825 (2012). [DOI] [PubMed] [Google Scholar]
  14. Jee M. K. et al. MicroRNA 486 is a potentially novel target for the treatment of spinal cord injury. BRAIN 135, 1237 (2012). [DOI] [PubMed] [Google Scholar]
  15. Song J. L., Nigam P., Tektas S. S. & Selva E. microRNA regulation of Wnt signaling pathways in development and disease. Cell Signal 27, 1380 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Liu A. M. et al. Circulating miR-15b and miR-130b in serum as potential markers for detecting hepatocellular carcinoma: a retrospective cohort study. Bmj Open 2, e825 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Sun Y. et al. miR-203 regulates nociceptive sensitization after incision by controlling phospholipase A2 activating protein expression. Anesthesiology 117, 626 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Bauernfeind F. et al. NLRP3 inflammasome activity is negatively controlled by miR-223. J Immunol 189, 4175 (2012). [DOI] [PubMed] [Google Scholar]
  19. Pedersen I. M. et al. Interferon modulation of cellular microRNAs as an antiviral mechanism. Nature 449, 919 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Yan H. et al. Isoflurane increases neuronal cell death vulnerability by downregulating miR-214. Plos One 8, e55276 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Neudecker V., Brodsky K. S., Kreth S., Ginde A. A. & Eltzschig H. K. Emerging Roles for MicroRNAs in Perioperative Medicine. Anesthesiology (2015). [DOI] [PMC free article] [PubMed]
  22. Banerjee S. et al. Morphine induced exacerbation of sepsis is mediated by tempering endotoxin tolerance through modulation of miR-146a. Sci Rep 3, 1977 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  23. Kynast K. L., Russe O. Q., Moser C. V., Geisslinger G. & Niederberger E. Modulation of central nervous system-specific microRNA-124a alters the inflammatory response in the formalin test in mice. Pain 154, 368 (2013). [DOI] [PubMed] [Google Scholar]
  24. Kim J. et al. A microRNA feedback circuit in midbrain dopamine neurons. Science 317, 1220 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
  25. Niederberger E., Kynast K., Lotsch J. & Geisslinger G. MicroRNAs as new players in the pain game. Pain 152, 1455 (2011). [DOI] [PubMed] [Google Scholar]
  26. Lutz B. M., Bekker A. & Tao Y. X. Noncoding RNAs: new players in chronic pain. Anesthesiology 121, 409 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  27. Wu Q., Zhang L., Law P. Y., Wei L. N. & Loh H. H. Long-term morphine treatment decreases the association of mu-opioid receptor (MOR1) mRNA with polysomes through miRNA23b. Mol Pharmacol 75, 744 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Sanchez-Simon F. M., Zhang X. X., Loh H. H., Law P. Y. & Rodriguez R. E. Morphine regulates dopaminergic neuron differentiation via miR-133b. Mol Pharmacol 78, 935 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Sun Z. et al. Genome-wide microRNA profiling of rat hippocampus after status epilepticus induced by amygdala stimulation identifies modulators of neuronal apoptosis. Plos One 8, e78375 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  30. Bohn L. M. et al. Enhanced morphine analgesia in mice lacking beta-arrestin 2. SCIENCE 286, 2495 (1999). [DOI] [PubMed] [Google Scholar]
  31. Hurle M. A. Changes in the expression of G protein-coupled receptor kinases and beta-arrestin 2 in rat brain during opioid tolerance and supersensitivity. J. Neurochem 77, 486 (2001). [DOI] [PubMed] [Google Scholar]
  32. Yang C. H. et al. Antinociceptive potentiation and attenuation of tolerance by intrathecal -arrestin 2 small interfering RNA in rats. Brit J. Anaesth 107, 774 (2011). [DOI] [PubMed] [Google Scholar]
  33. Li Y. et al. Improvement of morphine-mediated analgesia by inhibition of beta-arrestin2 expression in mice periaqueductal gray matter. Int. J. Mol. Sci. 10, 954 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  34. Yan L. X. et al. MicroRNA miR-21 overexpression in human breast cancer is associated with advanced clinical stage, lymph node metastasis and patient poor prognosis. Rna. 14, 2348 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Qi J. et al. MiR-365 regulates lung cancer and developmental gene thyroid transcription factor 1. Cell Cycle 11, 177 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Nie J. et al. microRNA-365, down-regulated in colon cancer, inhibits cell cycle progression and promotes apoptosis of colon cancer cells by probably targeting Cyclin D1 and Bcl-2. Carcinogenesis 33, 220 (2012). [DOI] [PubMed] [Google Scholar]
  37. Zheng H. et al. mu-Opioid receptor agonists differentially regulate the expression of miR-190 and NeuroD. Mol. Pharmacol 77, 102 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  38. Matthes H. W. et al. Loss of morphine-induced analgesia, reward effect and withdrawal symptoms in mice lacking the mu-opioid-receptor gene. Nature 383, 819 (1996). [DOI] [PubMed] [Google Scholar]
  39. Williams J. T. et al. Regulation of mu-opioid receptors: desensitization, phosphorylation, internalization, and tolerance. Pharmacol Rev 65, 223 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  40. Allouche S., Noble F. & Marie N. Opioid receptor desensitization: mechanisms and its link to tolerance. Front Pharmacol 5, 280 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  41. Breivogel C. S., Lambert J. M., Gerfin S., Huffman J. W. & Razdan R. K. Sensitivity to delta9-tetrahydrocannabinol is selectively enhanced in beta-arrestin2 −/− mice. Behav Pharmacol 19, 298 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Zheng H., Loh H. H. & Law P. Y. Beta-arrestin-dependent mu-opioid receptor-activated extracellular signal-regulated kinases (ERKs) Translocate to Nucleus in Contrast to G protein-dependent ERK activation. Mol Pharmacol 73, 178 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
  43. Attramadal H. et al. Beta-arrestin2, a novel member of the arrestin/beta-arrestin gene family. J. Biol Chem 267, 17882 (1992). [PubMed] [Google Scholar]
  44. Bohn L. M., Gainetdinov R. R., Lin F. T., Lefkowitz R. J. & Caron M. G. Mu-opioid receptor desensitization by beta-arrestin-2 determines morphine tolerance but not dependence. Nature 408, 720 (2000). [DOI] [PubMed] [Google Scholar]
  45. Przewlocka B. et al. Knockdown of spinal opioid receptors by antisense targeting beta-arrestin reduces morphine tolerance and allodynia in rat. Neurosci Lett 325, 107 (2002). [DOI] [PubMed] [Google Scholar]
  46. Terwilliger R. Z., Ortiz J., Guitart X. & Nestler E. J. Chronic morphine administration increases beta-adrenergic receptor kinase (beta ARK) levels in the rat locus coeruleus. J Neurochem 63, 1983 (1994). [DOI] [PubMed] [Google Scholar]
  47. Diaz A. et al. Regulation of mu-opioid receptors, G-protein-coupled receptor kinases and beta-arrestin 2 in the rat brain after chronic opioid receptor antagonism. Neuroscience 112, 345 (2002). [DOI] [PubMed] [Google Scholar]
  48. Fan X. L., Zhang J. S., Zhang X. Q., Yue W. & Ma L. Differential regulation of beta-arrestin 1 and beta-arrestin 2 gene expression in rat brain by morphine. Neuroscience 117, 383 (2003). [DOI] [PubMed] [Google Scholar]
  49. Jiang B., Shi Y., Li H., Kang L. & Ma L. Decreased morphine analgesia in rat overexpressing beta-arrestin 2 at periaqueductal gray. Neurosci Lett 400, 150 (2006). [DOI] [PubMed] [Google Scholar]
  50. Kota J. et al. Therapeutic microRNA delivery suppresses tumorigenesis in a murine liver cancer model. Cell 137, 1005 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  51. Song Q., Li H., Shao H., Li C. & Lu X. MicroRNA-365 in macrophages regulates Mycobacterium tuberculosis-induced active pulmonary tuberculosis via interleukin-6. Int J Clin Exp Med 8, 15458 (2015). [PMC free article] [PubMed] [Google Scholar]
  52. Kim M. H. et al. MicroRNA-365 inhibits the proliferation of vascular smooth muscle cells by targeting cyclin D1. J Cell Biochem 115, 1752 (2014). [DOI] [PubMed] [Google Scholar]
  53. Tanabe K., Kozawa O. & Iida H. cAMP/PKA enhances interleukin-1beta-induced interleukin-6 synthesis through STAT3 in glial cells. Cell Signal 28, 19 (2016). [DOI] [PubMed] [Google Scholar]
  54. Raghavendra V., Rutkowski M. D. & DeLeo J. A. The role of spinal neuroimmune activation in morphine tolerance/hyperalgesia in neuropathic and sham-operated rats. J Neurosci 22, 9980 (2002). [DOI] [PMC free article] [PubMed] [Google Scholar]
  55. Song R., Catchpoole D. R., Kennedy P. J. & Li J. Identification of lung cancer miRNA-miRNA co-regulation networks through a progressive data refining approach. J Theor Biol 380, 271 (2015). [DOI] [PubMed] [Google Scholar]
  56. Guo L., Zhao Y., Yang S., Zhang H. & Chen F. Integrative analysis of miRNA-mRNA and miRNA-miRNA interactions. Biomed Res Int 2014, 907420 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  57. Zimmermann M. Ethical guidelines for investigations of experimental pain in conscious animals. Pain 16, 109 (1983). [DOI] [PubMed] [Google Scholar]
  58. Zou W. et al. Intrathecal lentiviral-mediated RNA interference targeting PKCgamma attenuates chronic constriction injury-induced neuropathic pain in rats. Hum Gene Ther 22, 465 (2011). [DOI] [PubMed] [Google Scholar]
  59. Jasmin L. & Ohara P. T. Long-term intrathecal catheterization in the rat. J Neurosci Methods 110, 81 (2001). [DOI] [PubMed] [Google Scholar]
  60. Song Z., Zou W., Liu C. & Guo Q. Gene knockdown with lentiviral vector-mediated intrathecal RNA interference of protein kinase C gamma reverses chronic morphine tolerance in rats. J Gene Med 12, 873 (2010). [DOI] [PubMed] [Google Scholar]
  61. Kellstein D. E. & Mayer D. J., Spinal co-administration of cholecystokinin antagonists with morphine prevents the development of opioid tolerance. Pain 47, 221 (1991). [DOI] [PubMed] [Google Scholar]
  62. Castoldi M., Schmidt S., Benes V., Hentze M. W. & Muckenthaler M. U. miChip: an array-based method for microRNA expression profiling using locked nucleic acid capture probes. Nat Protoc 3, 321 (2008). [DOI] [PubMed] [Google Scholar]
  63. Green G. H. & Diggle P. J. On the operational characteristics of the Benjamini and Hochberg False Discovery Rate procedure. Stat Appl Genet Mol Biol 6, e27 (2007). [DOI] [PubMed] [Google Scholar]
  64. Pfaffl M. W., Horgan G. W. & Dempfle L. Relative expression software tool (REST©) for group-wise comparison and statistical analysis of relative expression results in real-time PCR. Nucleic Acids Res 30, e36 (2002). [DOI] [PMC free article] [PubMed] [Google Scholar]
  65. Pfaffl M. W. A new mathematical model for relative quantification in real-time RT–PCR. Nucleic Acids Res 29, e45 (2001). [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

Supplementary Information
srep38285-s1.pdf (216.8KB, pdf)

Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES