Method Article
This study primarily introduces the application of liver metabolomics in investigating the effectiveness of Shi-Liu-Bu-Xue Syrup in treating anemia.
As a well-known Uyghur medicine, Shi-Liu-Bu-Xue Syrup (SLBXS) has been widely used to treat anemia in China for over 20 years. However, the underlying mechanisms of its effectiveness in treating anemia remain unclear. In this study, liver metabolomics was primarily employed to determine the potential regulatory mechanisms of SLBXS in treating anemia. Liver metabolomics profiling was conducted to characterize the mechanism of action of SLBXS in an acetylphenylhydrazine-induced mouse model of anemia. SLBXS was shown to decrease liver index, white blood cell count, and platelet count, while increasing red blood cell count, hemoglobin, and hematocrit levels. Core targets were selected for verification using Western blotting. SLBXS demonstrated a significant therapeutic effect on anemia primarily by regulating galactose metabolism and the HIF-1 signaling pathway, as indicated by the downregulation of HIF-1α, NOS3, VEGFA, and GLA proteins in the liver tissues of anemic mice. This study clarifies the potential regulatory mechanisms of hepatic metabolism by SLBXS administration in treating anemia.
Anemia is a pressing and prevalent global health issue, affecting 25% of the world's population and people of all ages, particularly adolescents and pregnant women1,2,3. It is associated with an increased risk of preterm labor and maternal mortality and can lead to physical developmental disorders and impaired cardiovascular performance4. This condition may also negatively impact the health status of adolescents, resulting in infections and heart failure5. Current treatments primarily include blood transfusion, iron supplementation, and erythropoietin therapy. However, these treatments have disadvantages and adverse side effects, such as anaphylaxis, gastrointestinal upset, iron overload, and hives1. Therefore, identifying effective drugs with fewer side effects for treating anemia is crucial.
Traditional Chinese medicine, including Uyghur medicine, offers several advantages, such as multi-ingredient formulations, multi-target effects, multi-link interactions, and fewer side effects in preventing and treating multifactorial diseases. Shi-Liu-Bu-Xue Syrup (SLBXS) is a notable traditional agent in Uyghur medicine used for blood tonics and blood production. It is recognized as a blood-regulating drug that can reduce liver heat and has been included in the guidelines for the clinical use of minority medicines for treating anemia. It is also licensed by the Chinese State Food and Drug Administration (Z20026094)6,7,8. Over the past two decades, SLBXS has been extensively used in China to treat anemia-related conditions. However, its potential mechanisms for treating anemia remain unknown and require further investigation. Metabolomics, which examines the dynamic metabolic responses of biological systems to disease, drug interventions, or environmental conditions9, is increasingly used to elucidate the mechanisms of action of traditional Chinese medicine by evaluating changes in metabolic biomarkers in biological samples following external stimuli9,10.
Accordingly, a liver metabolomics approach was adopted in this study to determine the underlying therapeutic mechanisms of SLBXS in treating anemia. First, an acetylphenylhydrazine (APH)-induced mouse model of anemia was established. Next, the metabolic pathways of endogenous metabolites were investigated using liver metabolomics with gas chromatography-mass spectrometry (GC-MS) and multivariate data methods following SLBXS administration. Finally, key targets were analyzed experimentally to elucidate the anti-anemic effects and molecular mechanisms of SLBXS.
All experimental procedures were approved by the Laboratory Animal Ethics Committee of the Hubei University of Chinese Medicine (HBUCMS201912015). Male C57BL/6 mice (weight 20-22 g) were housed in a specific pathogen-free room with a relative humidity of 50%-60% and a temperature of 22 °C ± 2 °C, subjected to a 12 h light/12 h dark cycle, and provided with free access to food and water. Before the experiment began, all mice were allowed one week to acclimate to the environment. Mice were randomly assigned to one of the following four groups (n = 12): control, model, Fu-Fang-E-Jiao Syrup (FFEJS, a positive drug, administered intragastrically at 7.8 mL/kg), and SLBXS (administered intragastrically at 11.7 mL/kg). Mice in the control and model groups received equal volumes of saline. Mice in all groups were given intragastric administration of the corresponding drugs once daily for 2 weeks. Details of the drugs, reagents, and equipment used in this study are listed in the Table of Materials.
1. Establishment of anemia model in mice
2. Determining the liver index
3. Hematologic analysis
4. Liver metabolomics study
5. Western blot analysis
6. Statistical analysis
To confirm the successful establishment of the mouse model of anemia and analyze the effect of SLBXS on anemia, the liver index and hematological parameters were first investigated. Figure 1 illustrates that the model group exhibited a significant decrease (P < 0.01) in red blood cell count (RBC), hemoglobin (HGB), and hematocrit (HCT) compared to the control group. Conversely, the liver index, white blood cell count (WBC), and platelet count (PLT) in the model group were notably higher (P < 0.05 or P < 0.01). These results confirm that the anemia model was successfully established. The liver index, WBC, and PLT were significantly lower in the SLBXS group compared to the model group (P < 0.05 or P < 0.01), whereas the decreased RBC, HGB, and HCT in the model group were markedly elevated after treatment with SLBXS (P < 0.05 or P < 0.01). There was no significant difference between the parameters in the SLBXS and Fu-Fang-E-Jiao Syrup (FFEJS) groups. These results indicate that SLBXS can improve the symptoms of anemia.
Typical total ion chromatograms (TIC) of liver samples from the control, model, SLBXS, and FFEJS groups are presented in Figure 2. Marked differences are evident in the metabolite profiles among the control, model, SLBXS, and FFEJS groups.
Partial least squares discriminant analysis (PLS-DA) is a supervised statistical method used for discriminant analysis, which models the relationship between metabolite expression and sample class to predict the sample class. The PLS-DA scores plot (Figure 3A) shows a distinct separation among the control, model, SLBXS, and FFEJS groups. The score plot between the control and model groups is shown in Figure 3B, where the model group is significantly separated from the control group. This indicates that anemia disrupts normal metabolism in mice, confirming that the anemia model was successfully developed. Figure 3C displays the PLS-DA score plot based on the model and SLBXS groups. The variable importance in projection (VIP) value was calculated to assess how strongly each metabolite's expression pattern influences the classification of sample groups and to help identify key marker metabolites. A VIP value >1.0 is typically used as the screening criterion (Figure 3D). Cross-validation was then employed to validate the established PLS-DA model. As shown in Figure 3E, the model exhibited good R² (0.95) and Q2 (0.86) values, indicating that the PLS-DA model was reliable with minimal risk of overfitting. Metabolites with VIP > 1 and a P < 0.05 were classified as differential metabolites. A total of 29 differential metabolites were identified (see Table 1). The results suggest that SLBXS could upregulate metabolites such as xylose, tetracosane, alpha-tocopherol, and D-glucose while downregulating metabolites like porphine. Pathway enrichment analysis of these 29 differential metabolites, conducted using MetaboAnalyst, revealed that they were related to 15 pathways. Among these, galactose metabolism and lactose degradation (P < 0.05) were identified as the most pertinent metabolic pathways involved in SLBXS's treatment of anemia (Figure 3F and Figure 4).
Figure 5 demonstrates that the protein expression levels of HIF-1α, VEGFA, GLA, and NOS3 were significantly elevated in the model group compared to the control group (P < 0.01). SLBXS significantly reversed the upregulation of HIF-1α, VEGFA, GLA, and NOS3 expression observed in the model group (P < 0.01).
Figure 1: Effects of SLBXS on the liver index and peripheral blood routine of mice with anemia after 14 days of administration. (A) SLBXS decreased the liver index. (B) SLBXS increased RBC levels. (C) SLBXS decreased WBC levels. (D) SLBXS increased HGB levels. (E) SLBXS increased HCT levels. (F) SLBXS decreased PLT levels. Control vs Model, *P < 0.05, **P < 0.01; Model vs FFEJS or SLBXS, #P < 0.05, ##P < 0.01. SLBXS, Shi-Liu-Bu-Xue Syrup; RBC, red blood cell; WBC, white blood cell; HGB, hemoglobin; HCT, hematocrit; PLT, platelet. Please click here to view a larger version of this figure.
Figure 2: Analyzing the metabolic differences of liver samples from different groups of mice in the GC-MS system. TIC of liver samples obtained from the control (A), model (B), SLBXS (C), and FFEJS groups (D). TIC, total ion chromatograms; SLBXS, Shi-Liu-Bu-Xue Syrup; FFEJS, Fu-Fang-E-Jiao Syrup. Please click here to view a larger version of this figure.
Figure 3: Data analysis of metabolic differences in liver samples from different groups of mice. Liver PLS-DA score plots of the control, model, SLBXS, and FFEJS groups (A); PLS-DA score plots of the control and model groups (B); PLS-DA score plots (C), VIP score plots (D), and cross-validation (E) between the model and SLBXS groups using metabolomics analysis; pathway enrichment analysis of differential metabolites (F). SLBXS, Shi-Liu-Bu-Xue Syrup; FFEJS, Fu-Fang-E-Jiao Syrup. Please click here to view a larger version of this figure.
Figure 4: The regulatory network of SLBXS for treating anemia. Please click here to view a larger version of this figure.
Figure 5: Determining HIF-1α, VEGFA, GLA, and NOS3 protein levels in mice liver by Western blotting. (A) Representative different protein bands. (B) Statistical analysis of the expression levels of different proteins. Data are presented as the mean SD (n = 3), **P < 0.01 vs. the control group; ##P < 0.01 vs. the model group. Please click here to view a larger version of this figure.
Table 1: Summary of the differential metabolites. Please click here to download this Table.
Anemia is a common condition affecting many people worldwide, particularly in developing countries1. In China, patients frequently use traditional Chinese medicine, including Uyghur medicine, to alleviate the signs and symptoms of anemia. SLBXS is a Uyghur medicine that has been used in clinical practice for many years; however, its exact mechanism of action against anemia remains poorly understood13. In this study, a mouse model of acetylphenylhydrazine (APH)-induced anemia was established to elucidate the underlying mechanisms of SLBXS in treating anemia through metabolomics analysis.
Metabolomics is a valuable tool for diagnosing diseases, discovering potential biomarkers, and exploring the pathogenesis of diseases through qualitative and quantitative analysis of small molecule metabolites in biological samples. In this study, acetylphenylhydrazine (APH) was used to construct a model of anemia. APH is a strong oxidizing agent that causes slow and progressive oxidative damage to erythrocytes, particularly by interfering with glucose-6-phosphate dehydrogenase, promoting the denaturation of hemoglobin (HGB) and the formation of Heinz bodies. It also directly destroys membrane proteins and lipids of erythrocytes, leading to membrane lysis, rupture, and disintegration of erythrocytes, resulting in hemolytic anemia14,15. The liver, being the largest digestive gland in the human body, plays a crucial role in energy storage and metabolic regulation, maintaining the balance between metabolism and catabolism16. In this study, the enlarged livers of model mice were significantly relieved after 14 days of SLBXS administration. Further studies are needed to determine whether the liver is a likely target organ for SLBXS and to elucidate the related mechanisms. Consequently, gas chromatography-mass spectrometry (GC-MS) was used to detect metabolites in the livers of mice with anemia. Metabolomics analysis identified twenty-nine biomarkers and two key metabolic pathways: galactose metabolism and lactose degradation.
Many active components, including tannins, flavonoids, alkaloids, and organic acids, have been reported in pomegranate17,18. These ingredients exert various pharmacological effects, including antioxidant, anti-inflammatory, antibacterial, and antitumor activities. Evidence suggests that pomegranate juice is more potent than red wine and green tea in terms of antioxidant activity due to its higher polyphenol content19,20. These compounds exhibit their antioxidant effects through several mechanisms, including scavenging or neutralizing free radicals, metal chelation, affecting cellular signaling pathways, and regulating gene expression19,20. Additionally, pomegranate fruit extract is rich in flavonoids, which enhance antioxidant effects by reducing malondialdehyde and hydrogen peroxide levels and increasing the activities of catalase, superoxide dismutase, glutathione peroxidase, and glutathione reductase in the liver21. Healthy white rabbits treated with pomegranate fruit extract showed significant changes in erythrocyte count, hemoglobin (HGB) levels, and mean erythrocyte HGB concentrations, as well as a significant prolongation in bleeding and prothrombin time, marked elevation in protein C (anticoagulant protein) and thrombin-antithrombin compound levels, and a dose-dependent reduction in platelet aggregation and fibrinogen concentration. Based on the results of hematological and coagulation tests, it can be speculated that pomegranate may have anti-anemic and cardioprotective effects22. In Indian traditional medicine, plant materials such as pomegranate juice are used as a food supplement to treat iron deficiency anemia, possibly related to the promotion of iron absorption23.
To further elucidate the mechanism of SLBXS in treating anemia, a comprehensive metabolomics analysis was performed. The metabolites involved in the interaction network were alpha-tocopherol, D-xylitol, niacinamide, D-glucose, and lactose, while the targets were HIF1A, VEGFA, NOS3, and GLA. Alpha-tocopherol (Vitamin E) has antioxidant properties that inhibit premature red blood cell lysis by preventing the oxidation of polyunsaturated fatty acids in the red blood cell membrane24. It may, therefore, act as a potential erythropoietic agent by reducing premature erythrocyte lysis and decreasing the fragility of red blood cells25. Xylitol, at non-toxic doses, can alleviate APH-induced hemolysis. Its antihemolytic effect may be attributed to its role in producing NADPH, which protects against oxidative damage due to the absence of mitochondria in red blood cells. This helps maintain glutathione levels and protects hemoglobin, functional proteins, and other structural components from peroxidative damage26,27. Nicotinamide is a precursor for the synthesis of coenzyme I (NAD) and coenzyme II (NADP) in humans28. NAD is an important cofactor for many enzymes involved in energy metabolism29. D-glucose, lactose, and GLA are key components of galactose metabolism. As an important oxygen-sensitive transcription factor, HIF-1α is critical in the hypoxia adaptation pathway and is considered the primary regulator of homeostatic transcriptional responses in cells and tissues30,31. HIF-1α is rapidly degraded by prolyl hydroxylase (PHD) under normoxic conditions, but under hypoxic conditions, PHD is inhibited, leading to the accumulation of HIF-1α32. HIF-1α activates genes that control cellular oxygen homeostasis, including those involved in red blood cell production, oxygen consumption, vasculogenesis, and mitochondrial metabolism33. VEGFA is a cytokine that primarily acts on vascular endothelial cells and is expressed in many specialized cells during ischemia and hypoxia34. NOS3 (eNOS) is mainly found in the endothelium of coronary vessels and the luminal surface of the heart, participating in arginine and proline metabolism and catalyzing nitric oxide (NO) production. NO acts as a potent vasodilator by activating soluble guanylate cyclase in smooth muscle cells35. Additionally, NO interacts with reactive oxygen species produced by erythrocytes to generate reactive nitrogen oxide species, thereby reducing oxidative damage36.
Lastly, the results of metabolomics were validated using Western blotting. The findings showed that the levels of HIF-1α, VEGFA, GLA, and NOS3 decreased after SLBXS treatment compared with those in the model group. HIF-1α, VEGFA, and NOS3 are important targets in the HIF-1 signaling pathway, while GLA is a key target in galactose metabolism. These results suggest that SLBXS may influence both the HIF-1 signaling pathway and the galactose metabolism pathway, demonstrating a combined effect in treating anemia. Numerous studies have highlighted the significant roles of the HIF-1 and galactose metabolism pathways in the treatment of anemia and related diseases. Anemia reduces the oxygen-carrying capacity of the blood, leading to tissue hypoxia. HIF-1α accumulates in cells under hypoxic conditions, and high levels of HIF-1α enhance the expression of EPO and VEGF, contributing to a stable hematopoietic microenvironment, facilitating nutrient and oxygen transport, and protecting cells from hypoxic damage37,38. Activation of the HIF-1 pathway has been shown to stimulate erythropoiesis, increase hemoglobin levels, correct anemic conditions, and improve iron homeostasis39. The improvement in hypoxia after SLBXS treatment explains the reduced protein expression in the HIF-1 pathway observed in the SLBXS group. GLA (α-galactosidase A) is an exo-glycosidase that targets galacto-oligosaccharides such as stachyose, raffinose, and melibiose, as well as branched polysaccharides like galactomannan and galactoglucomannan by catalyzing the hydrolysis of α-1,6-linked terminal galactose residues40. Galactose is essential for cell metabolism as it facilitates energy production and storage in various body tissues and serves as a precursor for glycosylation41. Supplementation with galacto-oligosaccharides can enhance iron absorption in the intestine of rats and increase blood hemoglobin levels42. In this study, we investigated the underlying mechanisms of SLBXS in treating anemia using a combination of metabolomics and network pharmacology. We found that the HIF-1 signaling pathway and galactose metabolism pathway are significantly important in the treatment of anemia with SLBXS. This study provides new insights into the mechanisms of SLBXS in treating anemia. Future research should focus more on identifying and understanding the active ingredients involved.
The authors have nothing to disclose.
This work was supported by the Special Training Plan for Minority Science and Technology Talents, Natural Science Foundation of Xinjiang Uyghur Autonomous Region (2020D03021), the Funds for Key Program for Traditional Chinese Medicine of Hubei University of Chinese Medicine (2022ZZXZ004), and Tianshan Innovation Team Program (2020D14030).
Name | Company | Catalog Number | Comments |
Acetylphenylhydrazine | Shanghai Aladdin Biochemical Technology Co., Ltd. | C13979660 | |
Automatic chemiluminescence imaging analysis system | Shanghai Tanon Life Science Co., Ltd. | Tanon-5200 | |
Bicinchoninic acid assay kit | ThermoFisher Scientific | QPBCA-1KT | |
Capillary column | Agilent J&W Scientific, Agilent Technologies, Inc. | DB-5MS | |
Cell lysis buffer for Western and IP | Beyotime Biotechnology | P0013 | |
Chlorotrimethylsilane | Shanghai Aladdin Biochemical Technology Co., Ltd. | C104814 | |
Electronic balance | Mettler-Toledo International Inc. | ME203E | |
Electronic scale | Mettler-Toledo International Inc. | LE104E | |
Fu-Fang-E-Jiao Syrup | Dong E E Jiao Co., Ltd. | 214020031 | |
Fully automatic hemocyte analyzer | Shenzhen Mindray Animal Care Technology Co., Ltd. | IDEXX ProCyte Dx | |
GC-MS system | Agilent Technologies, Inc. | 7890B-5977B | |
GLA primary antibody | Bioworld Technology | BS77041 | |
Glass homogenizer | Shanghai Lei Gu Instruments Co., Ltd. | B-013001 | |
Glass rod | Shanghai Lei Gu Instruments Co., Ltd. | B-003904 | |
GraphPad Prism software | GraphPad, La Jolla | Version 9.0 | |
Heparinized sample tubes | Changde BKMAM Biotechnology Co., Ltd. | B-ACT1P5 | |
HIF-1α primary antibody | Bioworld Technology | BS3514 | |
HMDB database | http://www.hmdb.ca/ | — | |
Isoflurane | Hebei Jindafu Pharmaceutical Co., Ltd. | 20231202 | |
Male C57BL/6 mice | Liaoning Changsheng Biotechnology Co., Ltd. | No. SCXK [Liao] 2015-0001 | |
MassHunter | Agilent Technologies, Inc. | B.08.00 | |
MetaboAnalyst 5.0 | https://www.metaboanalyst.ca/ | — | |
Methoxyamine hydrochloride | Shanghai Aladdin Biochemical Technology Co., Ltd. | E1818113 | |
n-hexane | Shanghai Aladdin Biochemical Technology Co., Ltd. | C14878803 | |
NIST database | http://webbook.nist.gov/chemistry/ | — | |
NOS3 primary antibody | Bioworld Technology | BS3625 | |
Pyridine | Shanghai Aladdin Biochemical Technology Co., Ltd. | C13026996 | |
Saline | BIOSHARP LIFE SCIENCES | 2308262009 | |
Shi-Liu-Bu-Xue Syrup | Xinjiang Uygur Pharmaceutical Co., Ltd. | 211277 | |
Surgical manipulation plate | DIXSG | ZK-JPB-A | |
VEGFA primary antibody | Bioworld Technology | AP0742 | |
β-actin | ABclonal (Shanghai) Trading Co., Ltd. | AC026 |
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