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Integrated analysis of the chemical-material basis and molecular mechanisms for the classic herbal formula of Lily Bulb and Rehmannia Decoction in alleviating depression
Chinese Medicine volume 16, Article number: 107 (2021)
Abstract
Background
Lily Bulb and Rehmannia Decoction (LBRD), is a traditional Chinese formula that has been shown to be safe and effective against depression; however, its material basis and pharmacological mechanisms remain unknown.
Methods
Here, ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-Q-TOF/MS) and high-performance liquid chromatography (HPLC) were used to identify the chemical spectrum and qualitatively identify the major active ingredients in the LBRD standard decoction, respectively. Subsequently, we assessed the behavior, neuronal function and morphology, neurotransmitter levels, hypothalamic–pituitary–adrenal (HPA)-axis associated hormones, inflammatory cytokine levels, and miRNA/mRNA expression alterations in an in vitro/vivo depression model treated by the LBRD standard decoction. Finally, miRNA/mRNA regulatory networks were created through bioinformatics analysis, followed by functional experiments to verify its role in LBRD standard decoction treatment.
Results
A total of 32 prototype compounds were identified in the LBRD standard decoction, and the average quality of verbascoside in the fresh lily bulb decoction, fresh raw Rehmannia juice, and the LBRD standard decoction were 0.001264%, 0.002767%, and 0.009046% (w/w), respectively. Administration of the LBRD standard decoction ameliorated chronic unpredictable mild stress (CUMS)-induced depression-like phenotypes and protected PC12 cells against chronic corticosterone (CORT)-induced injury. The levels of neurotransmitter, cytokine, stress hormones and neuronal morphology were disrupted in the depression model, while LBRD standard decoction could work on these alterations. After LBRD standard decoction administration, four differentially expressed miRNAs, rno-miR-144-3p, rno-miR-495, rno-miR-34c-5p, and rno-miR-24-3p, and six differentially expressed mRNAs, Calml4, Ntrk2, VGAT, Gad1, Nr1d1, and Bdnf overlapped in the in vivo/vitro depression model. Among them, miR-144-3p directly mediated GABA synthesis and release by targeting Gad1 and VGAT, and miR-495 negatively regulated BDNF expression. The LBRD standard decoction can reverse the above miRNA/mRNA network-mediated GABA and BDNF expression in the in vivo/vitro depression model.
Conclusion
Collectively, the multi-components of the LBRD standard decoction altered a series of miRNAs in depression through mediating GABAergic synapse, circadian rhythm, and neurotrophic signaling pathway etc., thereby abolishing inhibitory/excitatory neurotransmitter deficits, recovering the pro-/anti-inflammatory cytokine levels and regulating the HPA-axis hormone secretion to achieve balance of the physiological function of the whole body.
Background
Depression is a frequent and highly heterogeneous mood disorder, and is a psychiatric condition characterized by the expression of anhedonia, despair, disturbed appetite or sleep, feeling of guilt and worthlessness, recurrent thoughts of death, and even suicidal tendencies [1]. Globally, more than 350 million people of all ages suffer from depression. Recent estimates from the China Mental Health Survey (CMHS) revealed that the lifetime prevalence of depressive disorder was reported to be 6.9% [2]. Despite its enormous impacts on the economy and human health, depression is still a highly pervasive with many co-morbidities for which the global scientific community has globally failed to provide the underlying genetic and environmental etiologies.
Currently, multiple clinical and animal studies lead to the formulation of several theories attempting to depict the pathogenesis of a depressive episode. Unfortunately, these hypotheses cannot fully clarify the perplexing processes of depression, and can only describe several pieces of this large puzzle [3]. It is particularly true considering the low treatment efficacy despite various types of targeted antidepressant drugs. This persistent incapacity for treating depression efficiently results in part from the heterogeneity of the disorder and the insufficient understanding of the functional and molecular mechanisms underlying its onset [4]. Hence, this is urgent need for immediate and effective treatments for depression with fewer adverse events, and complementary and alternative medicinal therapies, particularly traditional Chinese medicine (TCM), are widely tested for this purpose [5, 6]. TCM is a holistic treatment which emphasizes the integration of a variety of biological systems in the human body and the plants represent important raw materials for new compounds that warrant further investigation.
Lily Bulb and Rehmanniae Decoction (LBRD), recorded in the Synopsis of Prescriptions of the Golden Chamber, is a well-known classic TCM formula composed of lily bulb, raw Rehmannia root juice, and spring water based on the compatibility principle, and has the curative efficacy of nourishing yin and clearing heat, tonifying, and normalizing the heart and lung [7]. LBRD has been applied to clinical practice for treating "emotional diseases" in ancient China and neighboring countries or areas for thousands of years. Currently, it has been commonly used as an alternative therapy for treating depression, insomnia, perimenopausal syndrome, and lung diseases, among many others [8].
In previous studies, we have reported the original dosage and genuine producing area of lily, raw Rehmannia, and spring water, and defined the procedure of preparing the LBRD standard decoction [5]. Additionally, it has been shown to have therapeutic effects against stress-induced depression and is safe for use [9]. According the TCM theory, the formula exerts its effect through multi-components on various targets [10]. However, the complex chemical compositions and the scattered research results have blocked the systematic understanding of the material basis and compatibility principle of classic TCM formulas [11]. The chemical-material and quality control of the classical TCM agents are crucial to comprehensively improve its inheritance and innovative application [12]. The special active components and chemical spectrum in the LBRD standard decoction remains unclear. Therefore, we utilized ultra-high performance liquid chromatography quadrupole time of flight tandem mass spectrometry (UHPLC-Q-TOF/MS) to characterize the phytochemical-fingerprint and identify bioactive compounds of the LBRD standard decoction.
Nowadays, epigenetics, defined as heritable and reversible ways of regulating expression, has become an important subject in biological and medical sciences [13]. The overall concept and dynamic view of epigenetics is similar to the holistic view and therapy with syndrome differentiation of TCM theory [14]. The organic integration of TCM and epigenetics are an important approach to the future of integrating TCM and western medicine (WM), which could promote the development of both medicinal practices and would form a new research model of TCM. Previous studies have indicated that the imbalance of excitatory and inhibitory neurons in a depressive medial prefrontal cortex (mPFC) disrupts the coordination to the downstream neurons [15, 16]. The LBRD standard decoction could protect neuronal activity and abolish the inhibitory/excitatory neurotransmitters deficits via the multi-signaling pathway [9]. However, the pharmacological epigenetic mechanisms, especially from the perspective of miRNA/mRNA-mediated epigenetic regulation, by which the LBRD standard decoction alleviates pathological manifestations of depression, has not been studied.
In this study, we aimed to systematically reveal the material basis and pharmacological mechanism of action of the LBRD standard decoction in treating a chronic unpredictable mild stress (CUMS)-induced depressive behavior-like rat model and corticosterone (CORT)-induced rat adrenal pheochromocytoma (PC12) cell depression model. First, we used UHPLC-Q-TOF/MS to identify the chemical spectrum of single herbs and their combined formula. Simultaneously, high performance liquid chromatography (HPLC) was conducted to qualitatively determine major active ingredients constituting the formula and compare quality transitivity from single herbs to the LBRD standard decoction. Subsequently, we assessed changes in the behavior, neuronal function and morphology, neurotransmitter levels, the hypothalamic-pituitary-adrenocortical (HPA)-axis, inflammatory cytokine levels, and miRNA/mRNA expression in an in vitro/vivo depression model intervened with the LBRD standard decoction. Finally, miRNA/mRNA regulatory networks of the LBRD standard decoction against depression were created through bioinformatic analysis, followed by a series of experiments to verify its function in the antidepressant effect of the LBRD standard decoction. Through these comparisons and analyses, we expect to find its scientific basis of effective materials and the potential epigenetic mechanisms. This will impact the direction of future research, to provide a valuable reference for the secondary development and the new preparation design of classic prescriptions.
Methods
Animals and drug administration
Healthy, specific pathogen-free (SPF) male Sprague–Dawley (SD) rats (200 ± 20 g, 8 weeks) were obtained from Beijing Vital River Laboratory Animal Technology Co., Ltd (Beijing, China). All rats were raised individually in an aseptic flexible-plastic isolator under the following conditions: constant temperature of 22 ± 2 °C, relative humidity at 55 ± 5%, a 12 h light/dark cycle (lights on from 08:30–20:30), and free access to feed and water. All environmental factors such as light conditions, noise, or housing level were carefully controlled as these conditions may greatly influence stress actions in rats.
After a one-week acclimatization period, rats were randomly divided into four groups: control group, CUMS group, LBRD standard decoction-treated group and the fluoxetine-treated group. After a one-week of CUMS exposure, rats in the drug-treated groups were intragastric administrated with the LBRD standard decoction (150 g/kg) or fluoxetine (10 ml/kg) in a volume of 5 ml/kg for three weeks. Rats in the control and CUMS groups received an equivalent volume of saline water until the animals were sacrificed. Treatments were administered orally to the rats in each group 60 min before modeling. All animal experiments were carried out in accordance with the Guideline of National Institutes of Health, USA for the Care and Use of Laboratory Animals and approved by Animal Care and Use Committee of Shandong University of Traditional Chinese Medicine (SDUTCM201805311223).
Preparation of the LBRD standard decoction
We have reported the genuinely producing area of the lily bulb, raw Rehmannia root juice and spring water, and also calculated the original doses of LBRD from ancient to modern volume [5]. The standard decoction of LBRD was made up of 400 g of fresh lily bulbs from Shennongjia (Hubei Province, China) and 400 g of fresh raw Rehmannia root from Jiaozuo (Henan Province, China), in a volume of 300 ml. The preparation process was as follows: (1) fresh lily bulbs (400 g) were washed and soaked in water for one night, decocted in 400 ml of spring water (Baotu Spring, Jinan, China) for 30 min, and herbs were removed to get 200 ml of decoction; (2) 400 g of fresh raw Rehmannia root were squeezed and filtered to yield about 200 ml of fresh raw Rehmannia root juice; and (3) 200 ml of fresh lily bulb decoction and 200 ml of fresh raw Rehmannia root were mixed and decocted with mild fire for 45 min to obtain a 300 ml mixture. We defined this decoction as the LBRD standard decoction.
The CUMS paradigm and behavioral tests
The CUMS paradigm was performed with a minor modification as previously described and consisted of 12 stressors, social isolation, food and water deprivation, empty bottles, soiled cage, restraint space, circadian disturbance, white noise and space reduction, among others (Additional file 1: Table S1) [16,17,18]. These stressors were conducted between 08:00 and 22:00 (except 24 h of stressors) once daily in a randomized order for 28 consecutive days. Two days after building, behavioral tests were carried out to evaluate whether the rats expressed depression-like behavior. We used a battery of behavioral tests, including sucrose preference test (SPT), open field test (OFT), elevated plus maze test (EPMT), and forced swimming test (FST), performed in this particular order [19, 20]. Only one test was performed each day and approximately 24 h elapsed between tests. The behavioral tests were carried out between 09:00 and 20:00 in each group in a sound-proof behavioral facility and performed by a trained observer blinded to the type of treatment.
UHPLC-Q-TOF/MS detection
The fresh lily bulb decoction, fresh raw Rehmannia juice, and the LBRD standard decoction were concentrated and dried under a vacuum environment. After being freeze-dried, the resulting dry extraction was dissolved in 2 ml of methanol/water solution (v/v, 1/4), and then mixed with a stock solution of mixed internal standards (L-2-chlorophenylalanine 0.3 mg/ml, lyso PC17:0 0.1 mg/ml, cholesterol-3,4-13C2 0.1 mg/ml, and glycocholic acid-13C1 0.1 mg/ml, each with a volume of 7.5 μl). After, the obtained mixture was centrifuged at 14,000 rpm for 10 min to obtain a 150 μl volume of the sample solutions. The supernatant was collected and filtered by a 0.22 μm nylon membrane prior to qualitative analysis.
UHPLC-Q-TOF/MS data-acquisition was conducted using a Triple TOF™ 6600 liquid chromatography high-resolution tandem mass spectrometer (AB SCIEX, Framingham, MA, USA) instrument equipped with a DuoSpray™ ion source. The chromatographic separation was done on an ACQUITY UPLC BEH C18 Column (2.1 mm × 100 mm, 1.7 μm; Waters, Milford, MA, USA). The mobile phase consisted of formic acid/water (0.1/100, v/v) (A) and acetonitrile (B) at a flow rate of 0.35 ml/min. The auto-sampler was maintained at 10℃, with an injection volume of 2.0 μl for all samples and the elution gradient of the lily bulb decoction, fresh raw Rehmannia root, and the LBRD standard decoction by UHPLC-Q-TOF/MS (Additional file 1: Table S2). The mass spectrometer detection was separately performed in a positive and negative ion mode using the electrospray ionization (ESI) ion source with use of mass parameters (Additional file 1: Table S3).
HPLC qualitative analysis
The extract ingredient (verbascoside) from the LBRD standard decoction and its constituent herbs was analyzed with HPLC for quality control and bioactive compound analysis. The standards and samples (each 0.1 g) were prepared with 1 ml of acetonitrile, and filtered with 0.45 mm of organic membrane. The solution was performed on a Waters XBridge C18 reversed-phase column (2.1 mm × 100 mm, 3.5 µm) at a column temperature of 35 °C. Gradient elution of verbascoside was applied with phosphoric acid (0.5% A) and acetonitrile (B) as follows: 0–5 min, 5% B; 5–22 min, 15–25% B; 22–30 min, 25–45% B; 30–50 min, 45% B; 50–51 min, 45–15% B; and 51–60 min 15% B. The solvent flow rate was 1.0 ml/min and the injection volume was 10 µl with a 203 nm detection wavelength. Each sample was performed in triplicate. Data acquisition and processing were performed on an Agilent 6460 Triple Quadrupole mass spectrometer (Agilent Corporation, Santa Clara, CA, USA).
Preparation of the LBRD standard decoction-containing serum
SD rats were randomly divided into two groups: the blank control group and the LBRD standard decoction group. Rats from the LBRD standard decoction group were administered with the LBRD standard decoction (150 g/kg/d) for three consecutive days, and the blank control group received an equal amount of saline by gavage. Abdominal aorta blood was collected from rats 2 h after administration of saline or the LBRD standard, and then centrifuged at low temperature for 20 min to avoid hemolysis, followed by heat-inaction in a water bath at 56 °C for 30 min. Finally, the obtained serum was sterilized through a 0.22 μm microporous membrane and stored at -80 °C for use after dispensing. All rats were anesthetized with sodium pentobarbital to minimize suffering and subsequently sacrificed by cervical dislocation after blood harvesting.
Cell culture, treatments, and viability assay
PC12 cells (Kunming Institute of Zoology, Chinese Academy of Sciences, China) were seeded at a density of 1 × 105/ml in high Dulbecco’s modified Eagle’s medium (DMEM, Corning, NY, USA) supplemented with 10% heat-inactivated fetal bovine serum and 1% penicillin–streptomycin and cultured at 37 °C under 5% CO2 for 24 h. The culture media was replaced every other day, and cells in the exponential phase of growth were applied for all experiments. Plated PC12 cells were exposed to 200 and 400 μM of CORT with a purity of 95% (Sigma-Aldrich, St Louis, MO, USA) for 24 h and then treated with different concentrations of the LBRD standard decoction-containing serum (5%, 10%, and 20%). The CCK-8 assay was performed to evaluate cell viability. PC12 cells were seeded in 96-well plates and cultured, then treated with the CCK-8 solution and incubated at 37 °C for 1 h. The optimal density of each well was measured at 450 nm with a microplate reader. Cell viability was expressed as a percentage of control cells and the assay was repeated in triplicate.
Histopathological and biochemical indicator analysis
SD rats were anesthetized via sodium pentobarbital, and physiological saline was replaced with a slow drip of 4% polyformaldehyde for 30 min after rapid perfusion via the heart. The brain was than removed and post-fixed in 4% formaldehyde solution overnight at 4 °C. After being dehydrated and embedded in paraffin, the mPFC brain tissues were cut into 5 μm-thick coronal sections. The paraffin sections were deparaffinized in xylene and rehydrated in a series of diluted ethanol and double-distilled water, and then stained with 1% hematoxylin and eosin. The slides were subsequently dehydrated with ethanol at gradient concentrations. Five non-overlapping fields of view were randomly selected in each slice under a light microscope (Olympus Optical Co Ltd; Tokyo, Japan). The integral optical density was determined using the Image-Pro Plus 6.0 system for semi-quantitative analysis.
The expression levels of neurotransmitters, cytokines, and hormones from the mPFC of rats and cell serum were measured using the enzyme linked immunosorbent assay (ELISA). All the kits were purchased from Beyotime Biotechnology Co., Ltd., Shanghai, China and the assay was performed according to manufacturer’s instructions. Each experiment was conducted in triplicate.
RNA-sequencing and bioinformatic analysis
High-throughput sequencing of transcriptional profiles were performed by Shenzhen BGI Gene Science and Technology Co., Ltd. In brief, total RNA was extracted from the rat mPFC tissues and PC12 cells with the RNAiso Plus kit (Takara, Dalian, China) and was measured with ultraviolence absorbance to assess its purity and quality. The samples with a concentration of > 200 ng/μl and a A260/A230 ratio of > 2 were chosen for miRNA and mRNA expression profile sequencing using the GISEQ-500 platform (BGI., Shenzhen, China). The average read length of two libraries was about 100 bp (pair-end) and 50 bp (single-end), respectively.
The raw sequencing reads of mRNA and miRNA expression from the mirDeep2 outputs were used for analysis. After filtering, high-quality clean reads were matched to the rat genome reference sequence (GCF_000001895.5_Rnor_6.0) and miRNA sequence database (miRBase) by using TopHat v1.0.12 which incorporated Bowtie v0.11.3 software to perform the alignments. Uniquely localized reads were used to calculate read number and the reads per kilobase of exon model per million mapped reads value of each gene and the sole reads uniquely aligned to the genes were used to quantify the mRNA and miRNA expression levels. The voomlimma R package method equipped with DESeq2 package of bioconductor was used to screen the differentially expressed mRNAs and miRNAs [21, 22], which were filtered with a false discovery rate (FDR) of ≤ 0.05 and a fold change (FC) of ≥ 1.5, and were selected for functional enrichment analysis and target gene predictions, respectively [15, 17].
To identify potential miRNA-regulated target genes, the datasets of differentially expressed miRNAs and transcripts were integrated. We set the following criteria for the potential targets: (1) the target mRNAs should be predicted in all of these software TargetScan (http://www.targetscan.org), Rnahybrid (http://bibiserv.techfak.uni-bielefeld.de/rnahybrid/RNAhybrid), and Miranda (http://www.mirbase.org), where the principle for the prediction of miRNA targets includes the matched seeds, accessible sites, free energy and conservation; (2) the compliant miRNA target predictions were overlapped to those of differentially expressed mRNAs from transcriptome sequencing; and (3) the differentially expressed miRNAs and the overlapped mRNAs should be simultaneously and reversely changed in different experiment groups. Interactive networks from the differentially expressed miRNAs and the simultaneously expressed target mRNAs were visualized using the Cytoscape software (San Diego, CA, USA).
Quantitative RT-PCR and Western blot analyses
Total RNAs from rat mPFC tissues and PC12 cells were extracted using Trizol (Thermo Fisher, Waltham, MA, USA) following the manufacturer's instructions. Thereafter, the cDNA was generated with the use of a reverse-transcription kit (Takara, Dalian, China) and amplified using the Power SYBR-Green Premix (Takara, Dalian, China) by the ABI 7500 System (Applied Biosystems, Foster City, CA, USA). The amplification levels of the mRNAs and miRNAs relative to controls were computed based on the 2-ΔΔCt method. GAPDH and U6 served as the internal controls for the normalization of qRT-PCR data. Each sample was prepared at least three times.
For western blot analysis, total protein from mPFC brian tissues and cultured PC12 cells were first lysed using the M-PER Mammalian Protein Extraction Reagent (Thermo Fisher Scientific, CA, USA). The equivalent amount of protein was than fractionated on a 12.5% sodium dodecyl sulfate–polyacrylamide gel electrophoresis (SDS-PAGE, Beyotime, Shanghai, China) and electro-transferred onto nitrocellulose membranes (Millipore, Darmstadt, Germany). Following blocking with 5% non-fat milk for 1 h at room temperature, the samples were subsequently probed with each candidate antibody at 4 °C for 12 h. Then the membranes were incubated with fluorescently labeled secondary antibodies for 2 h. Finally, the level of protein expression was visualized and evaluated using the Gel Doc XR + automatic gel imaging system (Bio-Rad, CA, USA) and Image J software [23].
Dual luciferase and RNA immunoprecipitation (RIP)
The wild type or mutant containing the putative binding sites of candidate miRNAs were amplified and cloned into the pGL4-control luciferase reporter vectors (Promega Corporation, Madison, WI, USA). Subsequently, the HEK293T cells were co-transfected with the reporter plasmid and candidate miRNA mimics or miR-NC using Lipofectamine 2000 (Invitrogen). After 48 h, the luciferase activity was analyzed by a dual-luciferase reporter assay system (Promega Corporation) and normalized to Renilla luciferase activity. RNA immunoprecipitation (RIP) experiments were carried out with the EZ-Magna RIP kit (Millipore, Billerica, MA, USA) according to the manufacturer’s protocol. PC12 cells were lysed in complete RIP lysis buffer, and the cell extract was incubated with protein A/G agarose beads conjugated with antibody Bsg or control IgG for 2 h at 4 °C. Beads were washed and incubated with Proteinase K to remove proteins. Finally, purified RNA was subjected to qRT-PCR analysis. Each sample was measured in triplicate to get the average.
Statistical analyses
All experiments were repeated at least in triplicate prior to statistical analysis and the results were expressed as mean ± standard error of mean (SEM). Differences between two groups were compared by Student’s t-test, while the comparison between three or more groups were performed through one-way analysis of variance (ANOVA) followed by Dunnett’s test to evaluate the variance of multiple groups. Spearman’s correlations were used to assess the correlations among the expression of miRNAs and target mRNAs. Statistical significance was set at P < 0.05.
Results
Identification of the LBRD standard decoction constituents by UHPLC-Q-TOF/MS
The response values of different chemical compositions differ in different modes. Hence, we undertook UPLC-QTOF-MS/MS in positive and negative ionization modes. The UHPLC-Q-TOF/MS conditions were first optimized systematically to obtain the good chromatographic separation and appropriate ionization. The total ion current (TIC) chromatograms of the LBRD standard decoction are shown in Fig. 1. A total of 32 prototype compounds were identified in the LBRD standard decoction, and the herbs they were derived from could be determined by comparing the retention time and MSn data from fresh lily bulb and raw Rehmannia root (Additional file 1: Figure S1) as listed in Table 1. Among them, 29 ingredients were primarily from fresh lily bulb, 28 from fresh raw Rehmannia juice, and 25 presented in both herbs. There are four and three compounds individually attributed to fresh lily bulb and fresh Rehmannia juice, respectively. The main ingredients in the LBRD standard decoction were classified as polysaccharides, phenolic acid glycerides, glycosides, and iridoid glycosides.
We next used HPLC to perform qualitative determination of verbascoside which was present in two herbs and was an effective antidepressant agent, and then compared quality transitivity from the single herb to the LBRD standard decoction. The results from HPLC chromatograms showed that verbascoside in the LBRD standard decoction and its constituent single herb matched the corresponding peaks of standard by the same elution system (Additional file 1: Figure S2). Quantitative analysis displayed the average quality of verbascoside in the fresh lily bulb decoction, fresh raw Rehmannia juice, and the LBRD standard decoction were 0.001264% (w/w), 0.002767% (w/w), and 0.009046% (w/w), respectively (Additional file 1: Table S4). These results were in line with the standard qualities of the lily bulb and Rehmannia root in the Pharmacopoeia of People's Republic of China (2015 Edition). According to quality transitivity, the verbascoside concentrations in the fresh lily bulb decoction, the raw Rehmannia juice, and LBRD standard decoction increased from low to high. Thus, verbascoside might serve as the quality marker for the LBRD standard decoction.
LBRD standard decoction attenuated the depressive symptoms in rats exposed to CUMS
To determine whether LBRD standard decoction intervention has an effect on the depressive symptoms and anxiety-like behavior in the CUMS rats, several behavioral tests were carried out, including SPT, TST, OFT, and EPMT (Fig. 2A). The SPT and FST were used to assess depressive-like behavior, while the OFT and EPMT were used to assess locomotor ability and anxiety-like behavior. The SPT was often used to measure depression-like behavior in rats by the evaluation of hedonic state or the ability to gain pleasure (Fig. 2B). In the SPT, we found that the sucrose consumption was reduced in the case of the CUMS-treated rats compared to the control rats (P < 0.001); whereas, the LBRD standard decoction and fluoxetine treatment for 21 consecutive days with 150 g/kg and 10 mg/kg, respectively, notably increased the sucrose consumption than that in the depression group (P < 0.01, Fig. 2F). FST was another classical behavior test for depression-like behavior by recording the time spent in immobility, swimming, and climbing (Fig. 2C). In the FST, the immobility time was significantly increased in rats of the CUMS group after 4 weeks of chronic stress procedure. In contrast, the duration of immobility in the CUMS + LBRD standard decoction group was half less than that of the CUMS group (Fig. 2G). The above-mentioned finding confirmed depression-like behavior in the CUMS rats and revealed that LBRD standard decoction administration can ameliorate this behavior.
The total time in the central area (Fig. 2H) by the rats in the CUMS group, as well as total distance of motion in 4 min (Fig. 2I), was significantly reduced compared with that in the control group. However, compared with the CUMS group, those behaviors were ameliorated after administration with the CUMS + LBRD standard decoction and fluoxetine (both P < 0.01). In the EPMT, the total active time and number of entries into open arms in the LBRD standard decoction treatment group were comparable to those in the control group (Fig. 2J, K). These results indicate the LBRD standard decoction may have therapeutic effects for treating anxiety-like behavior.
LBRD standard decoction ameliorated neurotransmitter, inflammatory cytokine, and circulating stress hormone levels
Next, we investigated the effects of LBRD standard decoction administration on the level of neurotransmitter and inflammatory cytokine in the mPFC tissues, and circulating stress hormone in the serum from CUMS-induced depression-like behavior rats by ELISA. Compared with the control group, the level of monoamine neurotransmitters such as 5-hydroxytryptamine (5-HT), dopamine (DA), norepinephrine (NE), and gamma-aminobutyric acid (GABA) from mPFC tissue of rats in the CUMS group displayed a significant decrease, but the level of glutamate (Glu) increased. However, 3 weeks after the LBRD standard decoction or fluoxetine intervention, this reduction could be effectively restored (Fig. 3A-E). In terms of pro-inflammatory cytokines, the levels of interleukin (IL)-1β, IL-6, and tumor necrosis factor-α (TNF-α) in the LBRD standard decoction treated-group, were significantly decreased than those in the CUMS group with statistical difference (Fig. 3F, G and I, both P < 0.01). On the contrary, the expression level of anti-inflammatory cytokine, IL-10, was notably increased in the LBRD standard decoction treatment group (Fig. 3H, both P < 0.01). On circulating stress hormone levels, the plasma levels of the HPA axis hormones, such as thyroid stimulating hormone (TSH), thyroxine (T4), corticotropin-releasing hormone (CRH), adrenocorticotropic hormone (ACTH), and CORT significantly increased in depression group compared to those in the control group, while the LBRD standard decoction treatment significantly attenuated this increase (Fig. 3K–O, both P < 0.01). Collectively, this data indicated that LBRD standard decoction treatment ameliorated depressive symptoms by abolishing inhibitory/excitatory neurotransmitter deficits, recovering the balance of pro/anti-inflammatory cytokine, and regulating HPA axis hormone levels.
Effects of LBRD standard decoction on histological alterations in mPFC tissue from CUMS-induced depression-like behavior rats
Hematoxylin & eosin staining was performed to observe the morphological changes in the neurons of the rat mPFC tissue in the different groups. The results revealed that prefrontal cortex nerve cells of rats exposed to CUMS for 4 weeks showed an irregular arrangement and abnormal aggregation compared to rats in the control, and this condition was effectively ameliorated in the LBRD standard decoction treatment group (Fig. 4A). Furthermore, the data from Nissl staining showed that large numbers of prefrontal cortex neuronal cells from the depressive group exhibited karyopyknosis, interstitial edema, neuronal loss, ruptured nuclear membrane, and disappeared nucleolus, in comparison with the control group. After drug administration, LBRD standard decoction markedly alleviated pyknosis and increased the number of Nissl bodies in the mPFC tissues (Fig. 4B). Quantitative image analysis of luxol fast blue (LFB) stained sections was undertaken to assess the pathological alterations of myelin sheaths. The arrangement of prefrontal cortex myelinated nerve fibers in the model group was disordered, and there was loose neuropil with vacuolar disintegration. Additionally, the ratio of the injured myelinated nerve fibers was significantly higher than in the control group. However, in the groups were treated with the LBRD standard decoction, the extent of damage was significantly alleviated, and the myelinated nerve fibers were also markedly well-arranged (Fig. 4C). These observations suggested that there were pathological alterations in mPFC tissues in depression, and the LBRD standard decoction has a protective effect on neuronal morphology.
Identification of miRNA/mRNA regulatory network for LBRD standard decoction treatment of depression
We analyzed the transcriptional landscape of mPFC tissues to determine the epigenetic mechanisms underlying the LBRD standard decoction against depression by high throughput sequencing. In each of CUMS/control and LBRD/CUMS comparisons, differentially expressed miRNAs with FC ≥ 1.5 and FDR ≤ 0.05 with the reverse change, were considered as candidate miRNAs for further analysis. Based on these criteria, there were 21 differentially expressed miRNAs in CUMS/control and LBRD/CUMS (Table 2). Among them, 12 miRNAs such as rno-miR-144-3p, rno-miR-495, rno-miR-204-5p, rno-miR-879-5p, etc., were significantly down-regulated in the mPFC tissues from the LBRD standard decoction treated group, as well as nine different miRNAs (miR-31a-5p, miR-138-5p, miR-380-5p, miR-34c-5p, miR-322-5p, miR-365-3p, miR-494-3p, miR-346 and miR-206-3p), were up-regulated compared to those from the model groups (Fig. 5A).
Next, we combined the differentially expressed miRNAs prediction targeted genes among three databases (TargetScan, RNAhybrid and Miranda) with the previously published transcriptome data [9] to depict the miRNA/mRNA regulatory network for the treatment of depression by the LBRD standard decoction (Fig. 5B, C). These predicted target mRNAs overlapping differentially expressed genes (DEGs) in the transcriptome were selected for subsequent analysis. Table 3 shows those significantly alternated miRNAs in the LBRD standard decoction group and their predicted-target mRNAs which matched the DEGs in the transcriptome data. For instance, the rno-miR-495 which was down-regulated in the LBRD standard decoction treated group with comparison to the model group, predicted the up-regulated GAT-3, Calml4, Tnfaip6, Arc, Gad1, and BDNF as the target mRNAs. The altered mRNAs and their correspondent miRNAs are shown in Additional file 1: Table S5. Among those predicted altered mRNAs, Calml4 corresponded with six changed miRNAs (rno-miR-144-3p, rno-miR-151-3p, rno-miR-204-5p, rno-miR-495, rno-miR-499-5p, and rno-miR-879-5p) and Acvr1c corresponded with rno-miR-206-3p, rno-miR-31a-5p, rno-miR-346, rno-miR-34c-5p, rno-miR-380-5p, and rno-miR-494-3p. As shown in Fig. 5D, the overlapped mRNAs were attributed to the neurotrophic signal pathway, mitogen-activated protein kinase (MAPK) signal pathway, PI3K-Akt, cyclic adenosine monophosphate (cAMP), alanine, aspartate and glutamate metabolism, GABAergic synapse, and circadian rhythm etc. by Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis (Additional file 1: Table S6).
In order to confirm the results of miRNA sequencing analysis, three down-regulated miRNAs (rno-miR-144-3p, rno-miR-495, and rno-miR-879-5p) and two up-regulated (rno-miR-34c-5p, and rno-miR-346), were selected for qRT-PCR. Consistent with high-throughput sequencing, these miRNAs were significantly altered in qRT-PCR from the LBRD standard decoction treatment group than those in CUMS-induced depression-like rats (Fig. 5E-F). These findings validated the miRNA sequencing results. By sequencing and bioinformatics analysis, we depicted the regulatory network of miRNA/mRNA for the LBRD standard decoction treatment ameliorating depressive symptoms.
Effects of LBRD standard decoction on CORT-induced PC12 cells depression model
The neurotoxicity of PC12 cells can be induced by high concentrations of CORT, which has been extensively used as an in vitro model to investigate the impairment of neurons and depression-like syndromes. Following CORT stimulation (200 and 400 μM) for 24 h, PC12 cells were treated with increased concentrations of LBRD standard decoction-containing serum (5%, 10%, and 20%) for 24 h. Treatment with 200 μM of CORT for 24 h resulted in a decrease of cell viability to approximately 50%. No significant changes were observed in the viability of cells treated with 5% and 20% LBRD standard decoction-containing serum, while treatment with 10% resulted in an obvious effect on cell viability (Fig. 6A, P < 0.05). Thus, in subsequent studies, 200 μM CORT-induced PC12 cells depression model was intervened with 10% concentration of the LBRD standard decoction medicated serum.
Compared to vehicle cells, the levels of monoamine neurotransmitters (5-HT, NE, and GABA) and inflammatory cytokines (IL-1β, IL-6, and TNF-α) were significantly decreased, but Glu and IL-10 were increased in the CORT-induced cell depression-like model. These alterations were genetically consistent with those of CUMS-induced depressed rats and could be resorted under the LBRD standard decoction-containing serum treatment (Fig. 6B–I, both P < 0.01). These evidence suggest that the LBRD standard decoction could protect PC12 cells against CORT-induced injury.
Identification of the miRNA/mRNA regulatory network for LBRD standard decoction protection in CORT-induced PC12 cell depression model
Similarly, we conducted a detailed transcriptome and bioinformatics analysis of miRNA and mRNA expression to recognize the key genes, pathways and miRNA/mRNA regulatory networks, in the LBRD standard decoction-containing serum against CORT-induced PC12 injury (n = 3). Using an FC of ≥ 1.5, FDR of ≤ 0.05 as well comparing CORT/vehicle and LBRD/CORT with opposite alterations, as thresholds, fourteen known miRNAs and five novel miRNAs were found to be significantly and differentially expressed in each group (Table 4). Among them, twelve different kinds of miRNAs (rno-miR-125b-5p, rno-miR-495, rno-miR-144-3p, rno-miR-24-3p, novel-rno-miR-335-5p, etc.) were down-regulated and seven miRNAs (rno-miR-331-3p, rno-miR-34c-5p, rno-let-7b-3p, and novel-rno-miR-248-5p, etc.) were up-regulated in PC12 cells treated with LBRD standard decoction-medicated serum compared to those from the CORT-induced PC12 cells depression model (Fig. 7A).
For mRNA sequencing analysis, thirty-one mRNAs were significantly up-regulated in the PC12 cells from the LBRD standard decoction-containing serum group, and nineteen mRNAs were down-regulated (Table 5). After LBRD standard decoction-containing serum administration of the CORT-induced cell depression model, there were remarkably increased expressions of mRNAs including Calml4, Ntrk2, Bdnf, Npas2, Mbp, Wipf3, VGAT, Nr1d1, Tead2 and Gad1; whereas compared to the vehicle group, Fos, Hist1h1d, Ptk2b, Urad, Ch25h, and Lifr mRNA were obviously decreased (Fig. 7B). These DEGs were significantly enriched in the following signaling pathways and processes, such as the cAMP neurotrophic, MAPK, and calcium signaling pathways, circadian rhythm, dopaminergic synapse, and neuroactive ligand-receptor interaction (Additional file 1: Figure S3 and Table S7).
Subsequently, we constructed the miRNA/mRNA regulatory network for LBRD standard decoction treatment of the CORT-induced PC12 cell depression model (Fig. 7C, D). The candidate mRNAs should be predicted by differentially expressed miRNAs and also overlapped to DEGs in the PC12 cell transcriptome. Table 6 showes the alternated miRNAs and their predicted-target mRNAs. For example, the downregluated rno-miR-144-3p predicted the up-regulated Gad1, Ntrk2, Mefv, VGAT, Psd3, Wipf3, and Calml4 as potential targets, whereas the up-regulated rno-miR-708-5p adsorbed on the 3′-untranslated region (UTR) of the down-regulated Zswim5, Crb3, and Lifr mRNAs. The altered mRNAs in the LBRD standard decoction-treated cell depression group and their corresponding miRNAs are listed in Additional file 1: Table S8. Among those predicted differently expressed mRNAs, Bdnf was predicted by the rno-miR-495, rno-miR-125b-5p, rno-miR-336-5p, rno-miR-7a-2-3p, and rno-miR-130b-5p.
Finally, KEGG pathways analysis was performed for these predicted target mRNAs which also overlapped to DEGs in the cells transcriptome (Additional file 1: Table S9). The neurotrophic, RAS, and cAMP signaling pathways, circadian rhythm, long-term potentiation, and GABAergic synapse were implicated in the LBRD standard decoction-containing serum protection of the CORT-induced PC12 cell depression model (Fig. 7E).
Verification of the role of miRNA/mRNA regulatory network-mediated GABA and BDNF expression in LBRD standard decoction action on depression
When, comparing the RNA sequencing date from CUMS-induced animals and CORT-induced cell depression model, there were four overlapped miRNAs (rno-miR-144-3p, rno-miR-495, rno-miR-34c-5p, and rno-miR-24-3p) and six mRNAs (Calml4, Ntrk2, VGAT, Gad1, Nr1d1, and Bdnf), in the LBRD standard decoction-treated group. Among them, rno-miR-144-3p predicted Calml4, Ntrk2, VGAT, and Gad1 as potential targets; rno-miR-495 targeted Calml4, Gad1, and Bdnf, and Nr1d1 mRNA 3′-UTR was predicted as the rno-miR-24-3p binding site (Fig. 8A). Regrettably, there was no predictable correlation between rno-miR-34c-5p and its mRNAs.
To verify the mRNA/miRNA regulatory network for GABA and BDNF expression, we selected rno-miR-144-3p and rno-miR-495 to examine whether they targeted Gad1, VGAT, and Bdnf by dual luciferase reporter and RIP assay. The data showed that over-expression of miR-144-3p could reduce the luciferase activity of the wild-type Gad1 and VGAT reporters, but it did not affect the luciferase activity of the corresponding mutation vector in HEK293T cells. In addition, miR-495 mimics and BDNF 3′-UTR wild type co-transfection caused the decreased luciferase activity in HEK293T cells relative to NC mimics, while miR-495 mimics and BDNF 3′-UTR mutant co-transfection did not alter the luciferase activity (Fig. 8B, C).
In addition, the RIP assay exhibited that miR-144-3p and Gad1, and VGAT could notably be loaded in the AGO2 RIP but not IgG RIP in PC12 cells. Similarly, miR-495 and Bdnf were both significantly enriched in Ago2-containing beads compared with the IgG-containing beads (Fig. 8D). Next, PC12 cells were separately transfected with miR-144-3p, miR-495 or NC-mimics, and qRT-PCR analysis revealed that over-expression of miR-144-3p or miR-495 could suppressed Gad1, VGAT, and Bdnf expression, respectively (Fig. 8E), while the inhibition of the corresponding miRNAs could increase the expression of their target genes (Fig. 8F).
Finally, we performed Pearson's correlation test of miRNA/mRNA regulatory GABA- associated genes and Bdnf expression. The linear regression analysis showed that miR-144-3p and miR-495 were negatively correlated with the expression of Gad1, VGAT and Bdnf mRNAs, respectively (Fig. 8G). Similarly, the protein expressions of Gad1, VGAT, and BDNF in the mFPC tissues were markedly increased (Fig. 8H) in the saline-treated group compared to the LBRD standard decoction-administrated group. Taken together, the LBRD standard decoction exerted an antidepressant effect by regulating the miRNA/mRNA network-mediated GABA and BDNF expression.
Discussion
Currently, an outbreak of coronavirus disease 2019 (COVID-19) infected by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is still spreading and has led to an unprecedented health crisis worldwide [24]. In response to this pandemic, the Chinese government proposes that integrated TCM and WM (also known as integrated medicine) can be applied to treat pneumonia caused by SARS-CoV2 [25]. In fact, prevention, treatment, and rehabilitation of the present COVID-19 situation in China could not be separated from the extensive participation of TCM, which has proven effective for SARS-CoV-2 by clinical and laboratory studies [7, 26,27,28]. TCM therapies, such as Chinese herbal formulas, acupuncture, massage, etc., have been widely applied to treat epidemics for over a thousand years under the guideline of TCM theories such as yin and yang, five elements theory, and meridians and collaterals theories [29].
The outstanding curative effect of TCM formula or prescription for COVID-19 has attracted the global research community's attention towards TCM. Scientists frequently find new therapeutic agents for various diseases in TCM formulas or herbs. TCM formulas, usually composed of different Chinese herbs based on the Chinese materia medical theory (four natures, five flavors and meridian tropism), could comprehensively improve organ function through multi-components acting on multi-targets at multi-pathways [30]. The TCM formula is currently not only used prevalently in Asian countries but has also gained a global market. In Western countries, it has been gradually recognized as a popular form of complementary and alternative medicine with the belief that the TCM formula incurs fewer side effects, as it is generally composed of natural products without artificial additives.
Due to the unique philosophy, diagnosis, prescription principles and processing methods, TCM formulas are quite different from WM drugs. The applicability of ancient TCM formula on modern disease, the applicable quality standards, and the synergistic mechanism behind its efficacy, as well as its development in a modernized industry manner, have faced great challenges [31]. In ancient China, depressive syndrome is classified as an "emotional diseases" and is closely related to the manifestations of "lily disease", "epilepsy", "insomnia", "hysteria", "sensation of qi rushing", and so on. From the TCM perspective, we have verified that the symptoms of "lily disease" are generally similar to the clinical manifestations of depression, and the LBRD is the specialized formula for it [5]. As a TCM classical formula for resolving depression and tranquilizing the mind, LBRD exhibits pharmacological effects on nourishing the lung, arresting sweating, calming the heart, and promoting fluid production [32]. In addition, emerging evidence has indicated that LBRD can significantly ameliorate the states of depression and anxiety [33, 34]. All the findings involve the use of ancient TCM formulas to treat modern disease, and provide a reference for the LBRD clinical application and future development.
In the long history of China, the unit for weights and measures has changed greatly, and therefore it is inevitable that the dosage of herbs or formulas used in ancient and modern times is quite different. Furthermore, TCM researches have varied views about the original dosage and genuine production area of TCM herbs. These controversial issues have affected the application of LBRD in clinic. Through literature research on materia medica, dosage, processing, and production area, we have revealed the preparation and development of LBRD, found out the genuine lily bulb, raw Rehmannia, and spring water, and established the procedure for LBRD standard decoction preparation [9]. We propose to establish a traceability database, which will be beneficial for LBRD development and modernization, and will makes it available for the global market.
Currently, the active components in the LBRD standard decoction and the corresponding chemical spectrums have not been determined. In the current study, we used UHPLC-Q-TOF/MS to identify the chemical profiling and bioactive compounds of the LBRD standard decoction for the first time. In total, 32 prototype compounds in the LBRD standard decoction were detected and the major ingredients were polysaccharides, phenolic acid glycerides, glycosides, iridoid glycosides, etc. (Fig. 1). Among them, twenty five representative constituents (verbascoside, kojibiose, qsmundalactone, triethyl phosphate, myristic acid, etc.) were all detected in the lily bulb decoction, Rehmannia root juice, and the LBRD standard decoction. The quantitative analysis of verbascoside using HPLC suggested the contents were in line with the standard qualities of lily bulb and Rehmannia root in the Pharmacopoeia of People's Republic of China (2015 Edition). In terms of the transmission of ingredients, the changing trend of verbascoside was elevated from fresh lily bulb decoction and raw Rehmannia juice to the LBRD standard decoction.
Verbascoside, a phenypropanoid glycoside, has been demonstrated to exert antidepressant and anxiolytic effects through modulation of cAMP, calcium homeostasis (calcium channels), and energy metabolism [35,36,37]. Our behavior test results indicted verbascoside at 60 mg/kg displayed anxiolytic and antidepressant activity (Additional file 1: Figure S4). Additionally, the treatment effect exerted antidepressant activity similar to fluoxetine and the LBRD standard decoction. Thus, verbascoside could not only serve as the quality marker for the LBRD standard decoction, but also as an antidepressant bioactive ingredient. In the future, it is necessary to comprehensively identify the potential components and signaling pathways which could be applied for treating depression, and to understand the relationship between the LBRD standard decoction components and the efficacy.
Although LBRD has been commonly used for the treatment of mental diseases for thousands of years, there is still a lack of scientific evidence to support its efficacy in many cases. Various factors (origin, geoherbalism, and environmental factors) will affect the chemical composition and content of active integrands in LBRD, and even lead to fluctuating therapeutic effects. So, the LBRD standard decoction in the current study was produced according to the standard preparation procedures and product quality was evaluated based on the effects of treating stress-induced depression. According to the behavior test results, we could concluded that the LBRD standard decoction has an anxiolytic and antidepressant effect (Fig. 2). Interestingly, the therapeutic efficacy of the LBRD standard decoction was close to that of fluoxetine (Prozac), which is a commonly used clinical treatment for depression treatment in clinic. However, meta-analyses suggest that fluoxetine is effective for only one-half to one-third of patients suffering from depression [38, 39]. In addition to time lag and long-term medication, it brings about numerous undesirable side effects (including acute nausea and headaches, as well as chronic sexual dysfunction and diminished rapid eye movement sleep), and also increases the economic burden of patients [40,41,42]. In contrast, the LBRD standard decoction possesses various chemical components, multi-targets, as well as multiple pharmacological effects, which perform synergistically while avoiding the side effects caused by single link action [32, 43,44,45,46]. Furthermore, each single herb of the LBRD standard decoction is beneficial for central nervous system disorders and widely used in an Asian-medicated diet [47,48,49]. Therefore, the LBRD standard decoction may serve as a promising antidepressant therapeutic agent with strong efficacy and high safety.
In fact, the multi-component and multi-target mechanism of the TCM formula is fundamentally different from the mono-substance and mono-target model of WM drugs. Therefore, using the protocols from WM to evaluate the efficacy of the LBRD standard decoction would be inadequate or inefficient. In a previously published report, we summarized the clinical symptoms, etiology, pathogenesis, and TCM formula of “lily disease”. We stated that the underlying mechanism for depression of internal heat was due to yin deficiency, and discussed the relationship between “lily disease” and depression of internal heat [8]. The cause of lily disease is the damage of viscera by external or internal injury, which would lead to yin deficiency of viscera, and the disorder of qi and blood. As a result, the heart would lose nourishment, and hence, there would be symptoms of mental disorder. Finally, yin deficiency of viscera will lead to deficient heat generation inside the body, manifesting as bitterness in the mouth, dark urine, and other symptoms. Therefore, we could infer that internal heat depression due to yin deficiency is a major symptom of “lily disease” based on the etiology and pathogenesis. Combining CUMS and warm-heat TCM herbs we established a rat model of internal heat depression due to yin deficiency, whose manifestation resembled that of “lily disease”. Our results showed that the LBRD standard decoction had significant effects on this rat model (Additional file 1: Figure S5). Therefore, we tentatively concluded that based on the holistic concept of TCM and the principles of syndrome differentiation, we established a depression model of yin deficiency and internal heat syndrome. This study would provide a research method suitable for the investigation into the complex nature of TCM formula.
As of now, multiple studies allowed the formulation of several theories attempting to elucidate the pathogenesis of depression, including the monoamine [50], cytokine [51], HPA hyperactivity [52], neuroinflammation and neuroplasticity [53], GABA-glutamate-mediated depression [54], and circadian hypotheses [55]. These theoretical studies show that depression is a complex mental disorder involving a variety of neurotransmitters, brain regions, circuits and various biochemical substances or/and systems. In the current study, we showed that the LBRD standard decoction administration inhibited the decrease in the levels of monoamine neurotransmitter, inhibitory neurotransmitter (GABA), and pro-inflammatory cytokines, while decreasing the levels of the excitatory neurotransmitter (Glu) and anti-inflammatory cytokines (IL-10) release (Fig. 3). Since the hypothalamic CRH and pituitary ACTH or TSH in the central nervous system were also downregulated by the LBRD standard decoction, it seems that the LBRD standard decoction controls the secretion of CORT and T4 in the plasma. CORT, the final effectors of the HPA-axis, is a principal glucocorticoid secreted in response to stress, and it could decrease 5-HT release and lead to neurodegeneration. Our data provided a strong evidence that the LBRD standard decoction ameliorates depressive and anxiety symptoms by abolishing inhibitory/excitatory neurotransmitter deficits, recovering the balance of pro-inflammatory/anti-inflammatory cytokines, and reducing HPA-axis hormone levels.
mPFC, a hub region in the integration and consolidation of emotional responses to chronic stress, is highly impacted in depressive patients and animal models of chronic stress [4, 56]. This complex process appears to involve a series of morphological and anatomical alterations combined with changes in the strength of mPFC inputs from several brain structures [57]. Accumulated evidence from mPFC morphological studies displayed reduced gray matter along with decreased number and length of dendrites in pyramidal neurons, and reduction of density and size in GABA interneurons, were linked to the severity of illness and duration of treatment [58,59,60]. In a manner similar to a previous study, chronic stress decreased the number of prefrontal cortex neuronal cells and increased the injured myelinated nerve fibers [61, 62]. Noticeably, LBRD standard decoction intervention revised the neuron pathological alterations and myelinated nerve fibers deficits in the mPFC tissues. The LBRD standard decoction imparted a protective effect against the reduction of neuron expression induced by chronic stress. Numerous evidences demonstrate that a decrease in the number of neurons in the prefrontal region reflects the pathology of depression, and it is encouraging to note that treatment with the LBRD standard decoction reversed ablation of neurons [63,64,65].
Recently, the application of epigenetics, is the frontier research method of mechanisms in neurological system diseases [66,67,68,69]. Epigenetic mechanisms, especially miRNA-mediated post-transcriptional mRNA expression regulation, contribute to the occurrence, progression, recurrence, and treatment of depression [70]. Given the fact that the overall and dynamic view of epigenetics shares many similarities with the holistic concept and treatment based on syndrome differentiation in TCM, we tried to decode the epigenetic mechanisms behind the efficacy of the LBRD standard decoction antidepressant through high throughput RNA-sequencing and a series of bioinformatics analyses. We formulated strict screening criteria to ensure that the candidate miRNA or mRNA not only plays an essential role in the development and maintenance of depression, but also serves as therapeutic targets for the LBRD standard decoction. There were eleven down-regulated miRNAs corresponding to thirteen up-regulated mRNAs in mPFC tissues found in the depression rat treated with LBRD standard decoction, while seven up-regulated miRNAs corresponded to five down-regulated mRNAs (Fig. 5, Table 3, Additional file 1: Table S5). These altered miRNAs (rno-miR-879-5p, rno-miR-7a-5p, rno-miR-499-5p, rno-miR-495, rno-miR-204-5p, rno-miR-199a-3p, rno-miR-151-3p, rno-miR-144-3p, rno-miR-24-3p, rno-miR-25-3p, and rno-miR-21-5p) targeting differentially expressed mRNAs (Btg2, Slc39a12, Calml4, Foxs1, Nr1d1, Ntrk2, Tnfaip6, Arc, Ntf3, GAT-3, VGAT, Gad1, and Bdnf) were attributed to the neurotrophic, MAPK, PI3K-Akt, and cAMP signaling pathways, alanine, aspartate and glutamate metabolism, GABAergic synapse, and circadian rhythm. These signaling pathways were also involved in the anti-depression and anti-anxiety efficacy of current alternative therapy including TCM formula, Chinese herbs, extract, acupuncture, massage, exercise, and in experimental manipulations with fast-acting antidepressant-like (ketamine) activity [6, 71,72,73,74,75,76].
Currently, the in vivo depression models include zebrafish, rodents, and nonhuman primates, and among them, the rodent animals are the most widely used in depression studies among them. However, these animal models do not always satisfy the evaluation criteria of depressive phenotype and some models cost too much time and money. Therefore, many researchers have focused their attention on an in vitro model of depression, which has the exact mechanism, as well as speed and economic properties in favor of large-scale drug screening. The cell used for depression studies and antidepressant screening include primary cultured cells, PC12 cells, glioma C6 cells, SH-SY5Y neuroblastoma cells, and others. Previous studies have suggested that high concentrations of CORT can induce cellular injury in PC12 cells [77, 78], which simulate the pathogenesis of depression in vitro, and this can be reversed with antidepressants. Consistent with these findings, 200 μM of CORT treatment for 24 h led to a 50% decrease in the cell viability compared with the control in our study. By contrast, LBRD standard decoction-containing serum (10%) obviously increased the cell viability. Therefore, inhibiting the apoptosis of PC12 cells may be an effective measure to prevent the progression of neurotoxicity. In addition, the altered level of neurotransmitters and inflammatory cytokines in CORT-included PC12 cells were also consist with that in the rats depression model, while the LBRD standard decoction acted it. These results strongly confirm PC12 damaged by high concentrations CORT as the suitable in vitro depression model and support LBRD standard decoction attenuates CORT-induced PC12 cells injury by inhibition of apoptosis and modulation of homeostasis between inhibitory and excitatory neurotransmitters.
We further explored the possible mechanisms underlying the protective effect of LBRD standard decoction through adopting the same sequencing and screening methods as in vivo animal model research. To our knowledge, this is the first time to reveal the miRNA/mRNA regulatory network of the LBRD standard decoction is revealed to counteract CORT-induced cell depression-like behavior. These perturbed miRNAs (rno-miR-7a-2-3p, rno-miR-532-3p, rno-miR-495, rno-miR-336-5p, rno-miR-24-3p, and rno-miR-144-3p) negatively regulated differently expressed genes (Mbp, Gad1, Bdnf, Ntrk2, Enpep, Mefv, VGAT, Pex12, Wipf3, Nr1d1, etc.), which correlated to the neurotrophic, RAS, cAMP signaling pathways, circadian rhythm, long-term potentiation, and GABAergic synapse (Fig. 7). Importantly, both GABAergic synapse and neurotrophic signaling pathways (BDNF-Ntrk2) were involved in the antidepressant and anti-anxiety effects of the LBRD standard decoction in both in vitro and in vivo models. Reduction in BDNF and GABA neurotransmission co-occur in the mPFC tissues and has been repeatedly seen in animal models and human subjects, and this has been associated with anhedonia and anxiety [54, 79,80,81,82]. In addition, treatment with antidepressants and anti-anxiety agents, as well as repetitive transcranial magnetic stimulation treatment has been shown to enhance GABA and BDNF expression in depression [83, 84].
We hypothesized that the anti-depressive effects of the LBRD standard decoction may also rely on the prefrontal cortex miRNA-mediated GABA and BDNF expression. At present, the role of miRNAs associated with GABA release and BDNF expression in depressive disorders remain unclear. Evidence from our current luciferase and RIP assay suggested Gad1 and VGAT were directly regulated by binding the seed sequence of miR-144-3p, and miR-495 could be served as a post-transcriptional regulator by binding to the Bdnf 3′-UTR. In functional interaction studies, over-expression of miR-144-3p or miR-495 using targeted miRNA mimics were associated with reduced expression of Gad1, VGAT, and Bdnf mRNAs. Not surprisingly, the LBRD standard decoction corrected the increased miR-144-3p and miR-495, whereas inhibited Gad1, VGAT, and Bdnf mRNAs and protein expression in the chronic stress-mediated depression and anxiety model. miR-144-3p targets a number of genes including Pten, Spred1, EGFR, Nrf2, AQP1, NGF, Brg1 and Notch, which are implicated in the stress response, anxiety and mood stabilizer treatment [85,86,87,88,89,90]. Recent studies showed miR-495 as a novel regulator of multiple addiction-related genes (Bdnf, Camk2a, and Arc) within the nucleus accumbens that have a role in modulating motivation for cocaine [91]. There is a close interaction between BDNF and GABAergic transmission. In inhibitory synapses, both increased and decreased BDNF levels contribute to abnormal GABAergic transmission via alteration of GABA release and GAT-related transport of GABA, and abnormal regulation and decreased transcription of GABAAR [92]. Notably, Toshifumi et al. [93] revealed a novel mechanism by which deficient BDNF leads to targeted reduced GABAergic signaling through autophagic dysregulation of p62, potentially underlying reward and cognitive impairments across brain conditions. Thus, the activity-dependent release of BDNF, which enhances both GABA and glutamate synaptic functions, could be a key mediator of the LBRD standard decoction effects and the epigenetic mechanisms may be related to miR-144-3p and miR-495-mediated GABAergic function and BDNF expression.
Finally, we put forward the integration between genetic or epigenetic mechanism and the overall efficacy of the compound. This is an important approach to the future of TCM and modern medicine could mutually promote their development and would also form a new research model of TCM. However, more effort is needed to minimize the safety risks and provide scientific proof and clinical evaluation for the continuous development of ancient TCM formula therapies. Furthermore, the pharmacological mechanism of the LBRD standard decoction antidepressant in depression-related brain areas and neural circuits need to be studied. More importantly, whether changing the GABA-related miRNA network in GABAergic neurons reverses the therapeutic effect of the LBRD standard decoction. Gratifyingly, the government of China has proposed a series of regulations or laws to simplify the registration procedure of TCM classical formulas. Modern biomedical technology combined with the high-end manufacturing industry in China, will accelerate the modernization of TCM formulas, which will be of benefit to build a community with a shared future for human health.
Conclusion
Collectively, the nervous, immuno-inflammatory, and endocrine systems were mainly related to the antidepressant mechanisms of the LBRD standard decoction. The multi-components of the LBRD standard decoction altered a series of miRNAs to mediate GABAergic synapse, circadian rhythm, RAS and neurotrophic signaling pathways, thereby abolishing inhibitory/excitatory neurotransmitter deficits, as well as restoring the pro-inflammatory/anti-inflammatory cytokine levels and controlling the HPA-axis hormone secretion to achieve balance of multi-system functions in depressed patients (Fig. 9). In the current study, the material basis, bioactive ingredients, and pharmacological mechanisms of the LBRD standard decoction have been systematically described to provide a valuable reference for its clinical application and secondary development in the future, as well as some ideas for designing new preparations of classic TCM formulas.
Availability of data and materials
The raw data supporting the conclusions of this manuscript will be made available by the authors, without undue reservation, to any qualified researcher.
Abbreviations
- ACTH:
-
Adrenocorticotropic hormone
- CAM:
-
Complementary and alternative medicines;
- CMHS:
-
China mental health survey
- CRH:
-
Corticotropin-releasing hormone
- CORT:
-
Corticosterone
- CUMS:
-
Chronic unpredictable mild stress
- DA:
-
Dopamine
- DEG:
-
Differentially expressed gene
- ELISA:
-
Enzyme linked immunosorbent assay
- EPMT:
-
Elevated plus maze test
- FC:
-
Fold change
- FDR:
-
False discovery rate
- FST:
-
Forced swimming test
- GABA:
-
γ-Aminobutyric acid
- Glu:
-
Glutamate
- 5-HT:
-
5-Hydroxytryptamine
- HPA:
-
Hypothalamic pituitary adrenocortical axis
- HPLC:
-
High performance liquid chromatography
- IL:
-
Interleukin
- KEGG:
-
Kyoto encyclopedia of genes and genomes
- LBRD:
-
Lily bulb and Rehmannia decoction
- LFB:
-
Luxol fast blue
- mPFC:
-
Medial prefrontal cortex
- NE:
-
Norepinephrine
- OFT:
-
Open field test
- RIP:
-
RNA immunoprecipitation
- qRT-PCR:
-
Quantitative RT-PCR
- SD:
-
Sprague–dawley
- rTMS:
-
Repetitive transcranial magnetic stimulation
- SEM:
-
Standard error of mean
- SPF:
-
Specific pathogen-free
- SPT:
-
Sucrose preference test
- TCM:
-
Traditional Chinese medicine
- TNF-α:
-
Tumor necrosis factor-α
- TSH:
-
Thyroid stimulating hormone
- UHPLC-Q-TOF/MS:
-
Utilized ultra-high performance liquid chromatography quadrupole time of flight tandem mass spectrometry
- WB:
-
Western blot
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Acknowledgements
We would like to thank Professor Zhe Zhang for his critical review and helpful suggestions for this manuscript. We would also like to thank Wuhan Servicebio Biological Technology Co., Ltd for their excellent technical support. We also thank Editage (www.editage.com) for English language editing.
Funding
This study was granted by National Nature Science Foundation of China (81903948 and 82174117), Shandong Provincial Natural Science Foundation (ZR2019BH027, ZR2020QH329 and ZR2020QH329). Furthermore, it was also supported by the Shandong Co-Innovation Center of Classic TCM Formula, Shandong Province Universities' Development Plan for Youth Innovation Teams (2019-9-202, 2019-201, and 2019KJK013).
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HX Zhang, YX Xue, QC Mao, YT Lu, and J Pan contributed to the experiments and data analyses. HJ Zhao, Y Wang, X Chang, XS Chi and XB Song contributed to draw diagram. K Ma and SJ Wang contributed to the project design and paper writing. All authors read and approved the final manuscript.
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Zhang, H., Xue, X., Pan, J. et al. Integrated analysis of the chemical-material basis and molecular mechanisms for the classic herbal formula of Lily Bulb and Rehmannia Decoction in alleviating depression. Chin Med 16, 107 (2021). https://doi.org/10.1186/s13020-021-00519-x
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DOI: https://doi.org/10.1186/s13020-021-00519-x