Abstract
To demonstrate the potential for connecting metabolomics with traditional Chinese medicine (TCM) external therapies such as acupuncture and moxibustion, we conducted a literature review on metabolomics as a measurement tool for determining the efficacy of various TCM external therapies. Human research and animal models published in the last 10 years were summarized. The investigation can be classified as follows: Using metabolomics to study metabolic profile changes produced by stimulation of a specific acupoint ST36 indicates the perturbation of metabolites produced by stimulation of acupoints by external TCM treatments can be characterized by metabolomics; and Using metabolomics to reveal the molecular mechanism of various TCM external therapy methods to treat specific diseases such as digestive system disease, cardiovascular disease, neurological disorder, bone disease, and muscle fatigue. We conclude that metabolomics has considerable potential for comprehending TCM external treatment interventions, particularly from a systems perspective. Linking TCM external therapy research with metabolomics can further bridge detailed biological mechanisms with the systematic effect of TCM external therapy, hence providing new paths for gaining a deeper knowledge of the importance of TCM in the treatment and maintenance of health.
Keywords: acupuncture, metabolism pathway, metabolomics, moxibustion, TCM external therapy
1. Introduction
Traditional Chinese medicine (TCM) is a 3000-year-old system of prevention, diagnosis, treatment and health care practices.[1] By taking an all-inclusive approach and treating each patient according to their unique set of symptoms, it has led to the development of a highly complex system for treating sickness and keeping one’s own health and well-being in tip-top shape.[2] Over a long period of clinical practice, materialism and dialectics shaped the theoretical framework of TCM. TCM focuses on both disease treatment and disease prevention.[3] TCM uses both external and internal therapies to treat and prevent disease. External therapy is the oldest kind of sickness treatment, with both broad and specific definitions, and it is still widely used. In its narrowest sense, external therapy refers to the application of specific techniques and drugs to the skin, orifices, meridians, acupoints and other parts of the human body in order to dredge meridians, run Qi and blood and balance Yin and Yang. In its broadest sense, external therapy includes all methods of disease treatment except oral herbal medicine, including acupuncture, electro-acupuncture, moxibustion, herb-partitioned moxibustion, acupoint catgut embedding, cupping, manual therapy etc.
Using TCM external therapy to prevent and treat disease, control illness, and preserve health has become a common practice around the world. But in contrast, modern scientific representation tools and systems for sickness knowledge are lacking in TCM external therapy,[4] and the interpretation of its biological mechanisms remains a vital study subject. TCM external therapy has become an important topic in modern life science as a result of this development. TCM external therapy’s function and method have been bolstered by existing biological technology, particularly in the area of biological signaling pathways. TCM external treatment, on the other hand, has a systemic and holistic effect.[5] It is challenging to correctly portray the effects of external treatment techniques on the complete body using a single signaling pathway-based research design and methodology. Research on TCM external therapy effects and mechanisms is thus aimed at developing research techniques and evaluation systems that are consistent with TCM’s inherent treatment characteristics and objectively evaluate the overall curative effect.
The biochemical phenotype of an organism’s general functioning condition based on the profile of small molecule metabolites in the body is known as “metabolomics.”[6] An organism’s entire functional condition can be measured using metabolomics, which can be sensitive and objective in its reaction to a wide range of external stresses.[7,8] Analytical approaches for metabolomics profiling include nuclear magnetic resonance (NMR) and mass spectrometric (MS).[9] 1HNMR is the most often used NMR method. In addition to liquid samples, NMR spectroscopy can be applied to solid, gaseous, and tissue samples. One of its main advantages is the little sample preparation and preservation required (Fig. 1). The low instrument variability and high reproducibility of NMR are further notable features.[10] The quantitative nature of this method allows direct comparisons of spectrum data, as it measures protons under a specific set of conditions.[11] The main drawback of NMR is that its sensitivity is modest and its metabolome coverage is limited. (Fig. 1). Metabolomics is increasingly using LC-MS, a combination of liquid chromatography and mass spectrometry.[12] Metabolites can be profiled using other techniques, such as gas chromatography linked to mass spectrometry (GC-MS) and capillary electrophoresis coupled to mass spectrometry. In general, MS has a larger sensitivity than NMR, allowing for the investigation of a broader range of metabolites (Fig. 1). Additionally, the various MS technologies offer a wide range of operational principles, expanding the number of possible metabolites that can be detected.
Figure 1.
The characteristics of NMR, LC-MS, and GC-MS are briefly summarized. NMR and MS are 2 typical analytical platforms for metabolomics. Both NMR and MS techniques can automatically detect, identify, and measure metabolites with a high throughput. Metabolomics based on NMR and MS both have their own benefits and drawbacks. The approach is noninvasive and nondestructive, which is an advantage of NMR over MS. However, com-pared to MS-based techniques, the sensitivity of NMR is quite low and the metabolome coverage is quite limited. Gas chromatography mass spectrometry (GC-MS) requires volatile metabolites and gas-phase chemistry, whereas liquid chromatography mass spectrometry (LC-MS) approaches do not require volatile analyses and typically re-quire minimal sample preparation following extraction. Comparing LC-MS to GC/MS based on electron impact, LC-MS has less in-source fragmentation. NMR = nuclear magnetic resonance.
In light of recent advances in metabolomics technology, many scientists believe that studying the metabolite profiles of living creatures is in keeping with the holistic, dynamic, and dialectical viewpoints of TCM.[13] Now, biochemical causes and evidence based on variation in metabolite profiles are common in investigations on herbal efficacy and TCM diagnosis.[14–18] The application of metabolomics in the research of the effects and mechanisms of TCM external treatment has also been increasing in recent years. Figure 2 depicts the metabolomics approach used in TCM research. To begin with, metabolomics investigations can be applied to nearly any external TCM therapy approach although the vast majority of these treatments are for acupuncture and moxibustion. Human and animal samples were used in the research. Samples of urine, blood, and other human and animal tissues are included in this collection. NMR and LC-MS are the most commonly used metabolomics research equipment for TCM external therapy. Multivariate statistical analysis is used to identify differential metabolites once the detection data is processed. Next, the Kyoto Encyclopedia of Genes and Genomes metabolic pathway was used to study these metabolites in order to explain the molecular mechanism of TCM external therapy’s therapeutic impact. In order to provide a complete summary of the studies that combine metabolomics and TCM external therapy, we have outlined this review. In addition, this evaluation will serve as a springboard for future research into TCM external therapy and inspire scholars interested in this field.
Figure 2.
Application process of metabolomics in traditional Chinese Medicine.
2. Metabolomics reflects changes in metabolites profile after stimulation of acupoint ST36
ST36 is a critical acupoint in TCM external therapy, both in disease treatment and daily health care.[19–21] TCM defines a healthy body as one in which the yin and yang energies are in harmony and the Qi and blood flow freely.[22] Stimulating ST36 in a healthy state can help maintain balance of energy in the body. Metabolomics has showed considerable potential as a technique to assess biological impacts of acupoints by capturing global alterations and overall physiological condition in biochemical networks and pathways.[23] For example, stimulating on ST36 by acupuncture and moxibustion can affect several core metabolites and metabolic pathways connected to energy metabolism, which corresponds to the biological effects of ST36 in TCM that regulate Qi and blood flow and cause energy shifts.
According to the research shown in Table 1, activating ST36 under physiologically normal settings can cause biological impacts of metabolite alterations.[24–31] In these research, whatever using rats or human’s samples, such as blood, saliva, stomach and liver tissue, or different metabolomics techniques, for instance, ultra performance liquid chromatography (UPLC)/ESI-Q-TOF/MS or 1H NMR, to study biological mechanism of activating ST36. The biological mechanism is all related to the metabolism pathways of amino acids and fatty acids.[24,27–29] Amino acid metabolism is the process whereby protein meals are converted into tissue proteins and then broken down to provide energy in the body. Cellular uptake of fatty acids regulates the overall regulation of their metabolism, where they may act as precursors for the synthesis of other chemicals or as fuels for energy production. The bodies of ketone can then be transported to different tissues and utilized for energy generation. To put it another way, the processes of metabolizing amino acids and fatty acids are linked to those of metabolizing energy.
Table 1.
Selected metabolomics studies in stimulation of acupoint ST36
| Acupoint | Model system | Tissue | Platform | Therapy | Metabolic pathway | Findings | Ref |
|---|---|---|---|---|---|---|---|
| ST36 | Human | Urine | UPLC/ESI-HDMS | Acupuncture | Amino acid metabolism | The physiological effect of needling ST36 can be determined by the fluctuation of 53 distinct metabolites in 5 classical amino acid metabolism pathways. | [24] |
| Human | Saliva | UPLC/ESI-HDMS | Acupuncture | Amino acid metabolism; Steroid hormone metabolism |
The physiological effects of needling ST36 can be explained by 26 different metabolites linked to the metabolism of amino acids and steroid hormones. | [25] | |
| Human | Serum | UPLC/ESI-Q-TOF/MS | Acupuncture | Glycerophospholipid metabolism; Ether lipid metabolism; Fatty acid metabolism; Glycerolipid metabolism; Porphyrin metabolism; Sphingolipid metabolism; Primary bile acid biosynthesis; Fatty acid elongation in mitochondria; Fatty acid biosynthesis; Tryptophan metabolism |
The physiological effects of needling ST36 can be explained can be explained by 34 different metabolites linked to the metabolism of 10 metabolism pathways. | [26] | |
| Human | Serum | 1H NMR | Moxibustion | Amino acids metabolism; Fatty acid metabolism |
Moxibustion has been shown to increase the levels of branched-chain amino acids, polyunsaturated fatty acids, and other metabolites, so enhancing the body’s amino acid and fatty acid metabolisms. | [27] | |
| Rats | Serum; Urine; Cortex; Stomach |
1H NMR | Electro-acupuncture | Amino acid metabolism; Fatty acid metabolism; Choline metabolism; |
Electro-acupuncture therapy significantly altered 31 metabolites, including amino acids, organic acids, choline esters, and glucose. | [28] | |
| Rats | Cortex; Liver; Stomach; Plasma |
1H NMR | Electro-acupuncture; Moxibustion | Amino acid metabolism | Electro-acupuncture and moxibustion both altered the metabolome of the cortex and raised the levels of phenylalanine, tyrosine, and branched-chain amino acids in the liver. Electro-acupuncture has been shown to boost ATP levels in the brain, creatine and dimethylglycine levels in the stomach, and GABA levels in the liver. Moxibustion raised the plasma levels of enkephalin, as well as the concentrations of betaine and fumarate in the stomach. | [29] | |
| Rats | Heart and stomach tissues | LC–MS | Electro-acupuncture | Amino acid metabolism | Ten metabolites were upregulated and 7 were downregulated as a result of electroacupuncture at ST36. The stomach tissues of rats in the ST36 group revealed that electro-acupuncture at ST36 led to the overexpression and downregulation of 10 and eighteen metabolites, respectively. | [30] | |
| Rats | Brain | LC–MS | Electro-acupuncture | Amino acid metabolism and neurotransmitters | Electroacupuncture at ST6 resulted in the elevation of adrenaline and arginine in the hippocampus, but stimulations in the hypothalamus had minimal effects on identified neurotransmitters. | [31] |
LC-MS = liquid chromatography-mass spectrometry, NMR = nuclear magnetic resonance.
Other metabolic pathways which were affected by activating ST36, such as steroid hormone metabolism, glycerophospholipid metabolism and ether lipid metabolism,[25,26] are also revealed to the effect of TCM external therapy. The adrenal gland and gonads are the primary sources of steroid hormone production. Energy metabolism, stress response, salt balance and sexual function are all controlled by these hormones. Key chemicals in cell structure and control, such as phospholipids, are critical to understanding how cells function. This metabolic process is a crucial part of cell growth and development. The fatty acid metabolism is the subject of the following metabolic pathways. Thus, they’re all linked to the processes that produce and use energy.
Moreover, researchers stimulated ST36 and PC6 acupoints, respectively, in animal model and employed LC-MS-based metabolomics to examine the metabolic consequences generated by activating distinct acupoints.[30,31] When ST36 and PC6 were activated, the metabolic pathways regulated by activation of ST36 and PC6 were considerably different. Therefore, using metabolomics to examine the TCM concept of acupoint specificity, it can be shown that stimulating distinct acupoints can have diverse physiological functions and therapeutic benefits.
3. Metabolomics for assessing the efficacy of TCM external therapy for disease
3.1. Digestive system disease
In the treatment of digestive disorders, the more widely used external TCM treatments are acupuncture, electroacupuncture and moxibustion. Functional gastrointestinal disorders are more frequently treated with electroacupuncture and acupuncture. Acupuncture prescriptions composed of several acupuncture sites have long been the focus of clinical therapy. For example, activating the ST21-ST36 combination is often used to treat gastrointestinal issues. It is possible to use ST21 and ST36 together to treat chronic atrophic gastritis (CAG) in a synergistic manner that has a greater impact on the metabolic network than a simple additive effect. An inflammation of the digestive system known as CAG causes the body’s immune system to wrongly destroy the parietal cells in the stomach. Several researchers investigated whether acupuncture and moxibustion affect CAG rats in a positive way. ST21 and ST36 are the primary acupoints used in the treatment of acupuncture and moxibustion,[32–34] as showed in Table 2. Blood, urine, stomach tissues and other organ tissues are the study samples for metabolomics analysis. Electro-acupuncture and moxibustion restored several CAG-induced metabolic alterations including membrane metabolism, energy metabolism, and neurotransmitter function in all sample types.[35] Electro-acupuncture and moxibustion both have an important function in the treatment of CAG, but the regulation effect of electro-acupuncture is more focused on the stomach and brain nerve systems.[33] The significance of moxibustion in regulating hepatic energy is essential.[37] To a certain extent, alterations of metabolites and metabolic pathways can be used to explain the therapeutic benefits of stimulating various acupoints in the body through the lens of metabolomics. The mechanism by which acupuncture and moxibustion vary in treating sickness can be studied in this way. Furthermore, it shows that metabolomics may be used to study the effects of different acupuncture systems in a complete and systematic manner.
Table 2.
Selected metabolomics studies in digestive system disease
| Disease | Model system | Tissue | Platform | Therapy | Acupoint | Metabolic pathway | Findings | Ref |
|---|---|---|---|---|---|---|---|---|
| Chronic atrophic gastritis (CAG) |
Rats | Urine; Serum; Stomach; Cortex; Medulla |
1H NMR | Electro-acupuncture | ST2 ST21 ST36 |
Energy metabolism; Membrane metabolism | Electro-acupuncture treatment normalizes the metabolomics abnormalities in CAG by reversing membrane catabolism, restoring neurotransmitter function in the brain. | [35] |
| Rats | Serum; Stomach; Cerebral cortex; Medulla oblongata | 1H NMR | Moxibustion | ST21 ST36 |
Amino acid metabolism; Energy metabolism; Fatty acid metabolism; Glucose metabolism |
Moxibustion’s effect on CAG is manifested by changes in metabolites involved in amino acid, energy, fatty acid, and glucose metabolism. | [32] | |
| Rats | Serum; Stomach; Cerebral cortex; Medulla |
1H NMR | Electro-acupuncture; Moxibustion | ST21 ST36 |
Membrane metabolism; Energy metabolism | Electro-acupuncture and moxibustion both restore metabolic alterations in CAG that are implicated in membrane metabolism, energy metabolism, and neurotransmitter function. Moxibustion was critical in CAG treatment because it regulated energy metabolism, whereas electro-acupuncture treatment acted mostly on the neurological system. | [33] | |
| Rats | Liver; Kidney |
1H NMR | Acupuncture; Moxibustion |
ST21 ST36 |
Energy metabolism; Neurotransmitter metabolism; Antioxidation metabolism | Acupuncture and moxibustion both have a beneficial effect on CAG. Moxibustion was more effective than electroacupuncture in regulating the energy metabolism of the liver. | [34] | |
| Rats | Gastric tissue | 1H NMR | Acupuncture; Moxibustion |
ST36 RN12 |
Amino acid metabolism | Moxibustion and acupuncture have distinct impacts on the metabolism of stomach tissue in CAG rats. Moxibustion modulation promotes stomach mucosal healing and immunity in CAG rats exposed to GSH, NAA, PC and Ura. | [36] | |
| Gastric ulcer | Rats | Serum; Urine |
1H NMR | Electro-acupuncture | ST2 ST21 ST36 GB14 GB24 GB34 |
Amino acid metabolism; Fatty acid metabolism; Glucose metabolism |
Electro-acupuncture is effective to the repair of the stomach mucosa, as indicated by changes in metabolites involved in amino acid, fatty acid, and glucose metabolic pathways. | [37] |
| Rats | Gastric mucosa tissue | 1H NMR | Electro-acupuncture | ST21 ST36 GB24 GB34 |
Amino acid metabolism; Energy metabolism; Fatty acid metabolism |
Electro-acupuncture aids in the repair of the stomach mucosa, as indicated by changes in metabolites involved in amino acid, energy, and fatty acid metabolic pathways. | [38] | |
| Rats | Stomach; Liver; Kidney |
1H NMR | Electro-acupuncture | ST21 ST36 |
Energy metabolism; Cells metabolism |
Electro-acupuncture induced changes in a wide variety of metabolic processes in the gastric ulcer, including neurotransmitter function, energy metabolism, cell metabolism, anti-oxidation, tissue healing, and other metabolic pathways. | [39] | |
| Rats | Serum; Urine |
1H NMR | Electro-acupuncture | ST21 ST36 |
Amino acid metabolism; Fatty acid metabolism |
Electro-acupuncture can aid in the repair of gastric mucosal injury in rats with gastric ulcers by modulating amino acid and fat metabolism. | [40] | |
| Rats | Urine; Serum |
1H NMR | Electro-acupuncture | ST2 ST21 ST36 GB14 GB24 GB34 |
Amino acid metabolism | The effects of electro-acupuncture were mirrored in the alterations in metabolites related to amino acid metabolism. | [41] | |
| Rats | Stomach; Cerebral cortex; Medulla |
1H NMR | Electro-acupuncture | ST36 ST21 |
Energy metabolism; Neurotransmitters; Membrane metabolism; Antioxidation |
There were several possible metabolites discovered to engage in the pathophysiology and regulation of electro-acupuncture, with 15 in the medulla and 10 in the cerebral cortex. | [42] | |
| Rats | Serum; Stomach issue |
1H NMR | Moxibustion | ST21 ST36 |
Energy metabolism; Glucose metabolism; Purine metabolism; Amino acid metabolism; Phospholipid metabolism |
Moxibustion has a therapeutic effect on stomach ulcers and modulates metabolic abnormalities such as energy, glucose, purine, amino acid, and phospholipid metabolism. | [43] | |
| Functional dyspepsia | Human | Plasma | 1H NMR | Acupuncture | Six acupoints, all belonging to the Stomach Meridian of Foot-Yangming | Amino acid metabolism; Fatty acid metabolism; Glucose metabolism |
Acupuncture treatment of FD patients resulted in considerable changes in leucine/isoleucine, lactate, and glucose levels, but only a minor improvement in lipid levels. | [44] |
| Human | Plasma | 1H NMR | Electro-acupuncture | RN12 | Lactic acid metabolism; Amino acid metabolism; Glucose metabolism |
After electroacupuncture the changes of metabolites were more significant in the 4 courses of treatment related to 10 differential metabolites. | [45] | |
| Rats | Serum | 1H NMR | Electro-acupuncture | BL21 CV12 |
Fatty acid metabolism | Electro-acupuncture can be used to counteract or alleviate the effects of FD on VLDL/LDL cholesterol levels and blood NAc levels. | [46] | |
| Functional constipation | Human | Serum | 1H NMR | Electro-acupuncture | LI11 ST37 |
Fatty acid metabolism; Amino acid metabolism |
Metabolites associated with lipid metabolism and amino acid metabolism pathways were altered following low-intensity electro-acupuncture. | [47] |
| Ulcerative colitis | Mice | Serum | HPLC-MS | Moxibustion | ST36 RN4 |
Fatty acid metabolism; Amino acid metabolism; Energy metabolism |
Moxibustion has been shown to be effective in treating ulcerative colitis by modulating fatty acid, amino acid, and energy metabolism. | [48] |
| Rats | Urine | 1H NMR | Electro-acupuncture | ST36 RN4 |
No specific metabolic pathway | Electro-acupuncture has a protective impact on the mucosa of the intestine. and can facilitate the cell’s energy utilization. The main metabolites of acupuncture regulation include 3-D-hydroxybutyrate, hippurate, and acetate. | [49] | |
| Irritable bowel syndrome | Rats | Fecal; Serum |
1H NMR | Herb-partitioned moxibustion treatment | BL18 BL20 ST36 LR13 LA14 |
Amino acid metabolism; Bile acids metabolism |
Herb-partitioned moxibustion was found to be effective for normalizing a number of IBS-induced metabolic abnormalities involving amino acid metabolism and bile acids. | [50] |
NMR = nuclear magnetic resonance.
An open sore on the stomach’s lining is known as a gastric ulcer (GU). A burning or gnawing ache in the core of the belly is the most prevalent symptom of a stomach ulcer. Relieving pain is an important benefit of acupuncture and moxibustion, as well as aiding in the repair of gastrointestinal tissue. Some researchers employ the standard acupoint selection method, which combines ST21 and ST36,[39,40,42,43] while others add GB24 and GB34,[37,38,41] which are also beneficial for digestive system illnesses, showing in Table 2. The 1H NMR analysis of blood, urine, and tissue samples revealed that acupuncture and moxibustion impacted several metabolic pathways, including the metabolism of amino acids, energy, and fatty acids etc. Although the metabolic pathways detected are similar in those researches, this may be due to the non-targeted detection of 1H NMR, which is reflected in the same category of metabolic pathways; on the other hand, these similar changes may be related to the stimulation of ST36. In addition, Wei et al43] administered moxibustion to GU rats, and 1H NMR based metabolomics revealed that moxibustion affected not only the aforementioned metabolic pathways, but also purine metabolism and phospholipid metabolism. This is due to the abnormal function of the tricarboxylic acid cycle and the creatine phosphate creatine shuttle system in GU, as well as the disorder of energy metabolism, which will promote the secondary disorder of glucose metabolism and the imposition. In terms of energy regulation, moxibustion may be superior to acupuncture, which is consistent with the distinction between acupuncture and moxibustion’s therapeutic efficacy as represented in CAG.
For functional dyspepsia, most of the metabolic pathways that are changed by acupuncture have close relationship to the metabolism of amino acids, fatty acids, and glucose.[44–46] In addition, 1H NMR was used to find metabolic changes in human functional constipation patients who received electro-acupuncture treatment.[47] It was found that electro-acupuncture also affected fatty acids and amino acids metabolism. After treating ulcerative colitis with moxibustion,[48] which combines ST36 and RN4, animal blood samples were detected by high performance liquid chromatography-MS based metabolomics. It was found that the affected metabolic pathway was related to fatty acid, amino acid and energy metabolism. Moreover, it was found that electro-acupuncture has a positive regulation effect on key metabolites like 3-d-hydroxybutyrate, Hippurate, and acetate in ulcerative colitis model rats.[49] Irritable bowel syndrome (IBS) is a functional disease of the intestines. Lin et al[50] used herb-partitioned moxibustion to treat IBS model rats. Herb-partitioned moxibustion cures diseases by putting a piece of herb formula on the acupoints and then lighting a moxibustion tube near the herb formula in order to obtain synergistic treatment effect between herb and moxibustion. It was found that the regulation of amino acid metabolism and bile acid metabolism may be the molecular causes of how the herb-partitioned moxibustion treatment works on IBS.
3.2. Cardiovascular diseases
Hypertension can be effectively treated with acupuncture and moxibustion. More than a few clinical trials have shown that the use of active acupoints in hypertension is an effective way to treat hypertension. TCM’s active acupoints are those that are chosen based on the theory of meridians and acupoints and have a positive impact on sickness. When it comes to hypertension, ST9 is one of the most important active acupoint for treatment. Urine samples were studied using 1H NMR based metabolomics in Wang’s investigation on the effects of acupuncture ST9 on a hypertension rat model.[51] Acupuncture at ST9 raised the levels of α-ketoglutaric acid, N-acetylglutamic acid, and betaine in the urine, and resulted in significant decreases in blood pressure, heart rate, and mean arterial pressure.
The biological proof of the difference between active and inactive acupoints in the treatment of hypertension was also being studied. Yang et al[52] investigated the clinical efficacy of acupuncture at active (such as LR3, KI3, PC6, and PC9) and non-active acupoints in patients with hypertension, and analyzed the blood samples of those patients using LC-MS based metabolomics. According to the results of the clinical trials, acupuncture on active acupoints dramatically reduced 24-hour systolic blood pressure but had no effect on diastolic blood pressure. Metabolomics data from the active and non-active acupoints treatment groups show substantial differences, revealing 2 separate post-treatment metabolic profiles. In another study,[53] it was found that acupuncture reduced 24-hour systolic and diastolic blood pressure and improved the circadian rhythm of blood pressure. These positive changes were associated with changes in patient blood metabolites. These investigations have successfully proved the therapeutic effect of stimulating acupoints on a disease in the case of hypertension. Although these studies only reflect changes in the metabolites of hypertension before and after treatment, there is no metabolic pathway analysis, which shows that the regulated metabolic pathways of stimulating acupoints have to be further researched in hypertension.
Additionally, hyperlipidemia and atherosclerosis are very prevalent cardiac system illnesses. An elevated amount of LDL-C (the bad cholesterol) and a decrease in HDL-C (the good cholesterol) are all signs of hyperlipidemia, a disorder in which the body’s lipid metabolism is impaired (HDL-C). Patients with hyperlipidemia are treated by moxibustion, and their blood samples were studied using LC-MS based metabolomics analysis.[54] Moxibustion was reported to effectively alleviate hyperlipidemia, possibly through altering the levels of TC and TG, and regulating glycerophospholipid metabolism and sphingolipid metabolism pathways. Another research showed that electroacupuncture reduced carotid artery lipid accumulation and successfully regulated differential metabolites linked to lipid metabolism in atherosclerosis model rabbits.[55]
Electro-acupuncture has been shown to have a positive effect on chronic myocardial ischemia. There are significant alterations in myocardial energy metabolism during ischemia because of the decreased oxygen supply. In some cases, these metabolic alterations are advantageous because they aid the heart in its recovery from ischemia. ST36, CV4, and PC6 are all acupoints that can be stimulated using electroacupuncture for treatment of chronic myocardial ischemia[56,57] (Table 3). According to a 1H NMR based metabolomics study conducted on rats, electro-acupuncture not only helped mend the myocardium, but it also altered the differential metabolites associated to lipid and energy metabolism in the rats. When the myocardial ischemia reperfusion injury rats’ model was investigated, Chen et al found that pyruvate, amino acid and energy metabolism were regulated by electro-acupuncture in the model rats.[58]
Table 3.
Selected metabolomics studies in cardiovascular diseases
| Disease | Model system | Tissue | Platform | Therapy | Acupoint | Metabolic pathway | Findings | Ref |
|---|---|---|---|---|---|---|---|---|
| Hypertension | Human | Plasma | MRM-MS | Acupuncture | LR3 ST9 KI3 PC6 ST36 LI11 |
No specific metabolic pathway | Acupuncture has a beneficial effect on hypertension, and the most significant differential metabolites after acupuncture treatment were oleic acid and myoinositol. | [53] |
| Rats | Urine | 1H NMR | Acupuncture | ST9 | No specific metabolic pathway | Acupuncture has been shown to lower blood pressure by correcting the metabolic problem associated with hypertension as measured by 46 metabolites. | [51] | |
| Human | Plasma | LC-MS | Acupuncture | LR3 ST9 KI3 PC6 GB20 SJ5 SP9 SP10 |
No specific metabolic pathway | Acupuncture on active acupoints has been shown to reduce blood pressure. The most important metabolites of active acupoint treatment are sucrose, cellobiose, and hypoxanthine. | [52] | |
| Hyperlipidemia | Human | Plasma | LC-MS | Moxibustion | ST40 | Glycerophospholipid metabolism; Sphingolipid metabolism |
Moxibustion effectively improved hyperlipidemia, possibly by influencing TC and TG levels and controlling the glycerophospholipid metabolism and sphingolipid metabolism pathways. | [54] |
| Atherosclerosis | Rabbit | Plasma | HPLC-TOF-MS | Electro-acupuncture | PC6 ST36 BL26 |
Lipid metabolism | Electro-acupuncture decreased lipid accumulation on the carotid artery wall and regulated lipid metabolism. | [55] |
| Chronic Myocardial Ischemia | Rats | Plasma | 1H NMR | Electro-acupuncture | ST36 CV4 PC6 |
Lipid metabolism; Energy metabolism. | Electro-acupuncture has been shown to improve ischemic myocardial damage, which may be due to its effect on serum sugar, lipid, and energy metabolism. | [56] |
| Rats | Plasma | 1H NMR | Electro-acupuncture | ST36 CV4 PC6 |
Energy metabolism; Lipid metabolism; Glucose metabolism; Amino acid metabolism. |
Electro-acupuncture has been shown to improve ischemic myocardial damage, which may be due to its effect on serum sugar, lipid, and energy metabolism. | [57] | |
| Myocardial ischemia reperfusion injury | Rats | Plasma | 1H NMR | Electro-acupuncture | PC6 | Pyruvate metabolism; Amino acid metabolism; Ketone body metabolism; Energy metabolism |
Electro-acupuncture has a protective effect by regulating gluconeogenesis, pyruvate metabolism, amino metabolism, ketone body metabolism and energy metabolism. |
[58] |
LC-MS = liquid chromatography-mass spectrometry, NMR = nuclear magnetic resonance, TC = total cholesterol, TG = triglyceride.
3.3. Neurological disorders
Alzheimer’s disease (AD) is a slowly progressive neurological ailment marked by memory loss, cognitive impairment, and personality changes. Metabolic disorders, such as lipid, glucose and amino acid metabolism, may pose a significant threat to the progression of AD. Recent research indicated that acupuncture treatment significantly improved the learning and memory capacity of AD model mice. The metabolic alterations in liver, kidney, and blood samples from AD animal models treated with electro-acupuncture have been studied using 1H NMR-based metabolomics[59,60] (Table 4). The impacted metabolic changes were discovered to be connected to the aforementioned pathways. Some other research investigated the effect of moxibustion on mice with AD, and evaluated mice’s urine samples using UPLC-MS based metabolomics[61,62,64] (Table 4). The results showed that moxibustion can control substance and energy metabolism by enhancing the production and breakdown of carbs and amino acids. Acupuncture, being a holistic and systemic treatment, can not only regulate metabolites but also affect the quantity of intestinal microbes. Analysis of feces samples from the APP/PS1 mice showed a substantial impact on the abundance changes of gut microbiota as well as metabolites in the presence of an acupuncture therapy.[63] It should be emphasized that different acupuncture prescriptions are used in these AD-related investigations. This is due to the fact that, under the supervision of TCM theory, clinicians identify the symptom kinds of the same disease and select acupoints and prescriptions for distinct TCM syndrome types, which also represents the diverse treatment of the same disease in TCM theory. Metabolomics may further provide biological foundation for this special TCM external therapy theory.
Table 4.
Selected metabolomics studies in neurological disorders
| Disease | Model system | Tissue | Platform | Therapy | Acupoint | Metabolic pathway | Findings | Ref |
|---|---|---|---|---|---|---|---|---|
| Alzheimer’s disease | Mice | Liver | 1H NMR | Electro-acupuncture | GV20 KI 1 |
Energy metabolism; Lipid metabolism; Glucose metabolism; Amino acid metabolism. |
Electro-acupuncture can regulate many metabolites associated with energy metabolism, lipid metabolism, glucose metabolism, and amino acid metabolism in the livers. | [59] |
| Mice | Plasma; Liver; Kidney | 1H NMR | Electro-acupuncture | GV 20 KI 1 |
Lipid metabolism; Glucose metabolism; Fatty acids metabolism. |
Electro-acupuncture has been shown to alter the metabolite spectrum of plasma, liver, and kidney in SAMP8 mice associated with lipid, glucose, and fatty acid metabolism pathways. | [60] | |
| Mice | Urine | UPLC-MS | Moxibustion | CV4 | Amino acid metabolism; Sucrose metabolism; Nitrogen metabolism |
Moxibustion has been shown in AD model mice to alter the levels of key biomarkers in metabolic pathways such as amino acid, starch, sucrose, mutual transformation of pentose and glucuronic acid vinegar, nitrogen metabolism, and ammonia production. | [61] | |
| Mice | Urine | UPLC-MS | Moxibustion | CV4 | Amino acid metabolism; Starch metabolism; Sucrose metabolism; Glucuronate metabolism |
Moxibustion has been shown to improve carbohydrate and amino acid production and breakdown in APP/PS1 transgenic AD model mice. | [62] | |
| Mice | Fecal | LC-QTOF-MS | Acupuncture | DU20 LI4 BL13 BL20 BL23 ST36 SP6 |
Pyrimidine metabolism; Linoleic acid metabolism; Amino acid metabolism; Phenylalanine metabolism |
Acupuncture treatment had been shown to impact the microbiota and metabolites of mice and to be associated with 6 biological pathways. | [63] | |
| Mice | Plasma | 1H NMR | Electro-acupuncture | GV20 KI 1 |
No specific metabolic pathway | Electro-acupuncture may have the ability to mitigate neurodegeneration and protect the brain by altering the molecular weight of certain metabolites, including lactate, trimethylamine N-oxide, dimethylamine, and choline. | [64] | |
| Chronic stress | Rats | Plasma | 1H NMR | Electro-acupuncture | GV20 SP6 |
Glucose metabolism; Lipid metabolism |
Electro-acupuncture has a considerable effect on the metabolites associated with glucose and lipid metabolism in chronic emotional stress and anxiety model mice. | [65] |
| Rats | Plasma | 1H NMR | Electro‑acupuncture | ST36 | Glucose metabolism | Electro-acupuncture’s effect on chronic stress is most likely due to its ability to regulate glucose metabolism, which can serve as a model for clinical acupuncture therapy of chronic stress depression. | [66] | |
| Depression | Mice | Liver | UPLC/Q-TOF-MS | Acupuncture | KI10 LR8 LU8 LR4 |
Lipid metabolism | Acupuncture treatment significantly decreased depressive-like behaviors, altered immune responses, and improved hepatic lipid metabolism by attenuating leptin resistance. | [67] |
| Mice | Brain tissue |
LC-MS/MS | Acupoint Catgut Embedding |
GV20 GV14 |
Vitamin B6 metabolism; Retinol metabolism |
Acupoint catgut embedding therapy alleviated depression-related symptoms in depressed rats by reversing metabolic abnormalities in the brain. | [68] | |
| Acute incomplete spinal cord injuries | Rats | Cerebral cortex | 1H NMR | Electro-acupuncture | BL54 ST28 |
Amino acid metabolism; Lipid metabolism |
Electro-acupuncture is beneficial for spinal cord injury rehabilitation, as demonstrated by changes in metabolites linked with amino acid and lipid metabolism in the cerebral cortex. | [69] |
| Acute Migraine | Rats | Plasma | 1H NMR | Electro-acupuncture | SJ5 GB34 |
Lipids metabolism; Glutamate metabolism | Electro-acupuncture at acupoints may alleviate acute migraine by restoring the plasma metabolic profile and plasma glutamate. | [70] |
| Ischemic stroke | Rats | Plasma | LC/MS | Acupuncture | LI11 GB34 ST36 |
Isoflavones phyto-estrogens metabolites |
The efficiency of acupuncture combined with a herbal formula was superior to that of a single treatment for ischemic stroke; the combination therapy not only corrected gut microbiota imbalances and increased the number of beneficial bacteria, but also alleviated metabolic problems. | [71] |
AD = Alzheimer’s disease, LC-MS = liquid chromatography-mass spectrometry, NMR = nuclear magnetic resonance.
Similar to AD, chronic stress is a disorder of the neurological system. It has to do with the glucose metabolism. Hypermetabolism characterized by increased glycolysis, gluconeogenesis, altered glucose absorption, and decreased glycogenesis has been linked to chronic stress. Chronic stress is associated with the development of chronic illness and metabolic abnormalities. As a result of long-term allostasis, chronic long-term stress generated abnormalities in glucose metabolism and the development of insulin resistance and glucose intolerance.[72] In recent research, Wu et al[65] and Ma et al[66] demonstrated that electro-acupuncture had a positive effect in rats with chronic stress. With the detection of blood samples by 1H NMR based metabolomics, it was discovered that electro-acupuncture effectively modulated the glucose metabolism of model animals.
Depression can also negatively alter lipid metabolism. Consequently, a number of studies have demonstrated a link between depression and higher triglyceride (TG) and low high-density lipoprotein cholesterol (HDL-C) levels.[73] Jung et al[67] tested the treatment effect of acupuncture on mice modeled after depression. They found that acupuncture helps alleviate anxious behavior, which may be related to lipid metabolism changes. Duan et al[68] applies catgut acupoint embedding to treat the same model animals. Acupoint catgut embedding refers to the process of embedding absorbable sutures into the skin tissue of acupoints intimately associated with various physiological processes or disorders. Acupoint catgut embedding reduced symptoms of depression in model rats by rectifying metabolic anomalies in the brain related to the metabolism of vitamin B6 and retinol. In general, catgut embedding therapy is a popular way of treatment in recent years. However, there are currently very few scientific studies that provide evidence for this treatment strategy. Metabolomics might be considered as a tool to support this treatment in the future.
In addition, Quan et al[69] examined the effects of electro-acupuncture on acute incomplete spinal cord injuries and discovered that it is useful for spinal cord injury rehabilitation, as evidenced by changes in metabolites associated with amino acid and lipid metabolism in the cerebral cortex. Moreover, Gao et al[70] chose mice as disease models for the research on acute migraine. They found that electro-acupuncture may treat acute migraine by correcting the metabolic profile and glutamate levels of plasma. Furthermore, the efficiency of acupuncture combined with a herbal formula was superior to that of a single treatment for ischemic stroke[71]; the combination therapy not only corrected gut microbiota imbalances and increased the number of beneficial bacteria, but also alleviated metabolic problems.
3.4. Bone disease and muscle fatigue
As the most common inflammatory arthritis, rheumatoid arthritis (RA) is maintained by immune system responses.[74] Immune responses, both innate and adaptive, are tightly controlled by amino acid metabolism in mammals. A disruption in the pyrimidine metabolic pathway is one of the hallmarks of RA.[75] Meanwhile, arthritic joints and rheumatoid arthritis appear to be metabolizing glucose more quickly than healthy joints.[76] Patients with RA can use blood samples to monitor their disease progression.[77] Patients with RA treated with acupuncture participated in a metabolomic study by Guo et al using GC-MS to analyze blood samples.[78] Tenderness, swelling, and morning stiffness were all reduced after acupuncture treatment, and the metabolite network of patients with impaired amino acid and glucose metabolism was restored. For the research of electro-acupuncture’s effect on RA model rats, Chen and colleagues used 1H NMR-based metabolomics.[79] Electro-acupuncture had an effect on the metabolites, which are linked to the metabolic pathway discussed before. Zhu et al[80] and Leng et al[81] (Table 5), for example, collected urine samples from RA model animals and analyzed them using GC-MS in order to better understand the effects of moxibustion on RA. The specificity of moxibustion in the treatment of RA may be explained by changes in the metabolism of amino acids, pyrimidines, and lipids.
Table 5.
Selected metabolomics studies in bone disease and muscle fatigue
| Disease | Model system | Tissue | Platform | Therapy | Acupoint | Metabolic pathway | Findings | Ref |
|---|---|---|---|---|---|---|---|---|
| Rheumatoid arthritis | Human | Plasma | GC-MS | Acupuncture | GB20 TE4 LI11 KI10 KI3 SP10 CV4 GB34 |
Amino acid metabolism; Glucose metabolism |
Acupuncture may be able to reestablish the metabolite network associated with amino acid and glucose metabolism. | [78] |
| Rats | Plasma | 1H NMR | Electro‑acupuncture | ST36 SJ5 |
No specific metabolic pathway | Electro-acupuncture has been shown to have a considerable effect on the metabolites of adjuvant arthritic rats, including N-ethylphthalein, glutamine/glutamate, and lactic acid. | [79] | |
| Rats | Urine | GC-MS | Moxibustion | BL23 ST36 |
Amino acid metabolism; Pyrimidine metabolism; Lipid metabolism |
Moxibustion’s specificity in the treatment of rheumatoid arthritis may be reflected in its modulation of amino acid, pyrimidine, and lipid metabolism. | [80] | |
| Rats | Urine | GC-MS | Moxibustion | BL 23 ST 36 |
TCA cycle; Amino acid metabolism; Purine metabolism; Glucose metabolism |
By regulating glycolysis/gluconeogenesis; the TCA cycle; phenylalanine, tryptophan, purine, and butanoate metabolism; and other biological pathways, moxibustion decreased inflammation in rats with arthritis. | [81] | |
| Spondylitis | Mice | Serum | UHPLC-Q-TOF/MS | Moxibustion | BL23 ST36 GV4 |
Lipid metabolism; Purine metabolism; Glucose metabolism; Amino acid metabolism |
Moxibustion’s effect on Spondylitis is manifested by changes in metabolites involved in lipid metabolism, purine metabolism, glucose metabolism, amino acid metabolism. |
[82] |
| Mice | Ligament tissue; Urine |
UHPLC-Q-TOF/MS | Moxibustion | GV4 BL23 ST36 |
TCA cycle; Lipid metabolism, Amino Acid metabolism; Purine metabolism. |
Moxibustion’s therapeutic benefits on spondylitis may be recognized by 37 endogenous metabolites related to the TCA cycle, lipid metabolism, amino acid metabolism and purine metabolism. | [83] | |
| Acute Gouty Arthritis Inflammation | Rats | Urine; Plasma |
UPLC-MS | Acupuncture | ST36 SP6 |
No specific metabolic pathway | Acupuncture may be able to reestablish the metabolite network disrupted by MSU administration. | [84] |
| Delayed-onset muscle soreness | Rats | Muscle | CE-TOFMS | Manual therapy | Left gastrocnemius muscle | Amino Acid metabolism | Manual therapy may be mediated in part by changes in mitochondrial respiration-related metabolites such as branched-chain amino acids, carnitine, and malic acid. | [85] |
| Fatigue Induced by Exhaustive Physical Exercises |
Human | Urine | 1H NMR | Acupuncture | RN8 ST36 CV4 BL40 |
Energy metabolism; Choline metabolism |
Acupuncture treatment alleviated fatigue by re-regulating disrupted energy metabolism, choline metabolism, and attenuating ROS-induced stress at a rapid rate. | [86] |
GC-MS = gas chromatography-mass spectrometry, NMR = nuclear magnetic resonance, TCA = tricarboxylic acid cycle.
Moxibustion’s impact on spondylitis has also been noted. It was found that moxibustion was effective in alleviating the symptoms of spondylitis in model mice. Metabolites involved in lipid metabolism, purine metabolism, glucose metabolism, amino acid metabolism, and the tricarboxylic acid cycle change as a result of moxibustion treatment for spondylitis.[82,83] In clinical settings, acute gouty arthritis is a common inflammatory disease with several pathogenic mechanisms. Wen et al used UPLC-MS to examine the endogenous metabolites in samples of urine and plasma taken from rats with acute gouty arthritis over the course of several days.[84] For acute gout, acupuncture has been shown to restore the metabolites network that was disturbed.
The discomfort and stiffness felt in muscles after a new or rigorous workout is known as delayed onset muscle soreness. In order to treat musculoskeletal pain, physical therapists employ manual therapy, also known as manipulative therapy, which involves rubbing muscles in which several acupuncture sites are situated. The metabolomics investigation of muscle soreness model animals using capillary electrophoresis coupled to mass spectrometry demonstrates that manual therapy relieves muscular discomfort and modulates amino acid metabolism.[85] In addition, a 1H NMR-based metabolomics study was carried out on urine samples from people who had been exhausted as a result of strenuous physical activity.[86] There is evidence to suggest that acupuncture can reduce fatigue after exercise and affect the metabolites involved in energy and choline metabolism.
3.5. Other disease
Gynecological illnesses such as primary dysmenorrhea and menopausal syndrome can be effectively treated with herb-partitioned moxibustion and acupoint catgut embedding. Herb-partitioned moxibustion were found to be beneficial in the treatment of abdominal discomfort by Ma et al[87] When it comes to primary dysmenorrhea, acupuncture isn’t as helpful as herb-partitioned moxibustion, which may have something to do with hormone metabolism. In addition, Zhang et al implanted acupoint catgut embedding into a model of menopause in rats.[88] When they stimulated specific acupoints on the animal body, they found that lipid peroxidation was reduced, glucose homeostasis was restored, and the amino acid metabolism was partially reversed. Moreover, during physical exertion that increases abdominal pressure, such as coughing, sneezing, laughing or exercising, stress urinary incontinence may occur. It was found that electro-acupuncture regulated the propanoate, butanoate, and tricarboxylic acid cycles, as well as their relative metabolites in stress urinary incontinence patients. The study used human blood samples from GC-MS based metabolomics approach.[89]
TCM has used cupping as an effective treatment since antiquity, and it is now used all around the world. The skin is suctioned using a cup composed of glass, ceramic, bamboo, or plastic. After the cup has been placed on the skin, either a flame is used to remove oxygen or a suction device is added to create negative pressure. Due to the negative pressure created by combustion during cupping therapy, tiny blisters with blood inside (cupping blood) may appear on the skin. The chemicals and metabolic pathways linked with bile acid, glucose and lipid metabolism change significantly between venous and cupping blood samples from humans, according to a 1H NMR-based metabolomics study.[90]
4. Metabolomic characterization of external TCM treatments in various diseases
In conclusion, the metabolomics studies conducted in the field of external TCM treatments have yielded a substantial number of metabolic pathways that may be implicated in the mechanism of disease amelioration by external TCM treatments. The regulation of metabolomics by the majority of external TCM treatments may be unique to the disease type or sample tissue collected. Nevertheless, a more thorough examination of the metabolomics studies mentioned above, which were applied to external TCM interventions, reveals a minor degree of overlapping metabolic pathway regulation (Fig. 3). Interestingly, different diseases and various modalities of external TCM treatment interventions regulate certain metabolic pathways. These pathways include energy metabolism, lipid metabolism, and amino acid metabolism. Energy metabolism is the comprehensive process by which living cells acquire and utilize the energy required for survival, growth, and reproduction.[91] External treatments in TCM can regulate energy metabolism consistent with its overall regulatory characteristics. Lipid metabolism is the process of oxidizing fatty acids to produce energy or create new lipids from smaller molecules. Lipid metabolism is associated with carbohydrate metabolism, as glucose can be transformed into lipids.[92] Amino acids are vital chemical substances that serve as crucial building blocks for biosynthesis and as a fuel source for living processes.[93] In general, these metabolic pathways are related to the overall process of life activities, and this is in line with the holistic regulation of traditional Chinese medicine.
Figure 3.
Metabolomic characterization of external TCM treatments in diseases. The Figure A–C summarize the overlapping acupoints, therapy, metabolic pathways in digestive system disease, cardiovascular diseases and neurological disorders, bone disease and muscle fatigue. TCM = traditional Chinese medicine.
In summary, ST36 exhibited the maximum frequency in the acupoint selection, and it is often used in combination with ST21 in digestive disorders. As for digestive system disease, electroacupuncture is the most frequently used method, as well as in cardiovascular and neurological disorders. In bone disease and muscle fatigue, moxibustion is the most frequently used method. The choice of different external TCM treatments used in different diseases also demonstrates that although each method works by stimulating meridian and acupoints under the guidance of the basic theories of TCM, they all have their own therapeutic advantages and characteristics. External TCM treatments can ameliorate diseases by regulating multiple metabolic pathways and participating in multiple pathways. It is of great interest to apply metabolomics techniques to explore the mechanisms of external TCM treatments. Moreover, metabolomics technology allows for an in-depth exploration of the differences in mechanisms of action between external TCM treatments.
5. Conclusions
Extending TCM external therapy studies to metabolomics was the focus of our investigation in this review. The efficacy of various TCM external treatment techniques has been supported by numerous experimental observations using metabolomics. Metabolomics-based research into TCM’s exterior treatments could be expanded in several areas: An untargeted metabolomics method is used in the majority of current studies. However, TCM’s molecular mechanisms can be supported by more detailed metabolites and metabolic pathways support from targeted metabolomics approach; Acupoint specificity, acupoint compatibility, and clinically effective acupoint prescription should be extensively studied using various targeted metabolomics methods; The metabolic mechanism of non-acupuncture TCM treatments, such as cupping therapy, should be studied more thoroughly. This can better support the choice of the optimal clinical treatment method based on scientific data; and Future research into TCM external therapy should use more multi-omics integrative analysis, such as the integrated study of transcriptomics, proteomics, metabolomics, microbiomics and radiomics. TCM external therapy’s scientific importance can be better understood by integrating several systems biology-related analytical methodologies. In summary, the advancement of the aforementioned research will allow us to gain a deeper understanding of the significance of TCM in the treatment and maintenance of health.
Author contributions
Conceptualization: Xinyue Yang.
Data curation: Qingqing Tang.
Funding acquisition: Min He, Zhe Wei, Tie Li, Mengmeng Sun.
Methodology: Xinyue Yang, Qingqing Tang.
Project administration: Tie Li.
Resources: Jiazhen Cao.
Software: Jiazhen Cao.
Visualization: Zhe Wei.
Writing – original draft: Xinyue Yang.
Writing – review & editing: Xinyue Yang, Min He, Mengmeng Sun.
Abbreviations:
- AD
- Alzheimer’s disease
- CAG
- chronic atrophic gastritis
- GC
- gas chromatography
- GU
- gastric ulcer
- HDL-C
- high-density lipoprotein cholesterol
- IBS
- irritable bowel syndrome
- LC
- liquid chromatography
- LDL-C
- low-density lipoprotein cholesterol
- MS
- mass spectrometry
- NMR
- nuclear magnetic resonance
- RA
- rheumatoid arthritis
- TC
- total cholesterol
- TCM
- traditional Chinese medicine
- TG
- triglyceride
- UPLC
- ultra performance liquid chromatography
Tie Li is supported by “National Key R&D Program of China” (grant no. 2022YFC3500400, 2022YFC3500402) and the National Natural Science foundation of China (grant no. 82274661). Mengmeng Sun appreciated the supported funding Scientific and Technological Developing Project of Jilin Province (grant no. YDZJ202301ZYTS151). Min He appreciate the financial support by the National Natural Science foundation of China (grant no. 82004030) and Jilin Provincial Development and Reform Commission (grant no. 2023C028-1). Zhe Wei is supported by Lishui Science and Technology Bureau Key R&D Projects (grant no. 2022ZDYF21) and Zhejiang Province Medical and Health Project (grant no. 2021RC148).
The authors have no conflicts of interest to disclose.
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
How to cite this article: Yang X, He M, Tang Q, Cao J, Wei Z, Li T, Sun M. Metabolomics as a promising technology for investigating external therapy of traditional Chinese medicine: A review. Medicine 2024;103:48(e40719).
Contributor Information
Xinyue Yang, Email: yang2020xinyue@126.com.
Min He, Email: hemin@ccucm.edu.cn.
Qingqing Tang, Email: tqq9723@126.com.
Jiazhen Cao, Email: cczyycaojiazhen@163.com.
Zhe Wei, Email: weizhe315@126.com.
Tie Li, Email: litie@ccucm.edu.cn.
References
- [1].Ehling D. Oriental medicine: an introduction. Altern Ther Health Med. 2001;7:71–82. [PubMed] [Google Scholar]
- [2].Jiang M, Lu C, Zhang C, et al. Syndrome differentiation in modern research of traditional Chinese medicine. J Ethnopharmacol. 2012;140:634–42. [DOI] [PubMed] [Google Scholar]
- [3].Xutian S, Cao D, Wozniak J, Junion J, Boisvert J. Comprehension of the unique characteristics of traditional Chinese medicine. Am J Chin Med. 2012;40:231–44. [DOI] [PubMed] [Google Scholar]
- [4].Tang J-L, Lin B-Y, Ma K-W. Traditional Chinese medicine. Lancet. 2008;372:1938–40. [DOI] [PubMed] [Google Scholar]
- [5].Xutian S, Zhang J, Louise W. New exploration and understanding of traditional Chinese medicine. Am J Chin Med. 2009;37:411–26. [DOI] [PubMed] [Google Scholar]
- [6].Nicholson J-K, Lindon J-C. Systems biology: metabonomics. Nature. 2008;455:1054–6. [DOI] [PubMed] [Google Scholar]
- [7].Johnson C-H, Ivanisevic J, Siuzdak G. Metabolomics: beyond biomarkers and towards mechanisms. Nat Rev Mol Cell Biol. 2016;17:451–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [8].Nielsen J. Systems biology of metabolism. Annu Rev Biochem. 2017;86:245–75. [DOI] [PubMed] [Google Scholar]
- [9].Laíns I, Gantner M, LaskySu J-A, et al. Metabolomics in the study of retinal health and disease. Prog Retin Eye Res. 2019;69:57–79. [DOI] [PubMed] [Google Scholar]
- [10].Wishart D-S. NMR metabolomics: a look ahead. J Magn Reson. 2019;306:155–61. [DOI] [PubMed] [Google Scholar]
- [11].Bujak R, Struck-Lewicka W, Markuszewski M-J, Kaliszan R. Metabolomics for laboratory diagnostics. J Pharm Biomed Anal. 2015;113:108–20. [DOI] [PubMed] [Google Scholar]
- [12].Cui L, Lu H, Lee Y-H. Challenges and emergent solutions for LC-MS/MS based untargeted metabolomics in diseases. Mass Spectrom Rev. 2018;37:772–92. [DOI] [PubMed] [Google Scholar]
- [13].Wang M, Chen L, Liu D, Chen H, Tang D-D, Zhao Y-Y. Metabolomics highlights pharmacological bioactivity and biochemical mechanism of traditional Chinese medicine. Chem Biol Interact. 2017;273:133–41. [DOI] [PubMed] [Google Scholar]
- [14].Ye X, Wang X, Wang Y, et al. A urine and serum metabolomics study of gastroesophageal reflux disease in TCM syndrome differentiation using UPLC-Q-TOF/MS. J Pharm Biomed Anal. 2021;206:114369. [DOI] [PubMed] [Google Scholar]
- [15].Wu G-S, Li H-K, Zhang W-D. Metabolomics and its application in the treatment of coronary heart disease with traditional Chinese medicine. Chin J Nat Med. 2019;17:321–30. [DOI] [PubMed] [Google Scholar]
- [16].Min H, Mengmeng S, Koval S, et al. Traditional Chinese medicine-based subtyping of early-stage type 2 diabetes using plasma metabolomics combined with ultra-weak photon emission. Engineering. 2019;5:916–23. [Google Scholar]
- [17].Sun M, Van Wijk E, Koval S, et al. Measuring ultra-weak photon emission as a non-invasive diagnostic tool for detecting early-stage type 2 diabetes: a step toward personalized medicine. J Photochem Photobiol B. 2017;166:86–93. [DOI] [PubMed] [Google Scholar]
- [18].Wang J, He M, Guo W, et al. Microbiome-metabolomics reveals endogenous alterations of energy metabolism by the dushen tang to attenuate D-galactose-induced memory impairment in rats. Biomed Res Int. 2021;2021:6649085. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- [19].Oh J-E, Kim S-N. Anti-inflammatory effects of acupuncture at ST36 Point: a literature review in animal studies. Front Immunol. 2022;12:813748. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [20].Kim J-H, Kim H-K, Park Y-I, et al. Moxibustion at ST36 alleviates pain in complete Freund’s adjuvant-induced arthritic rats. Am J Chin Med. 2006;34:57–67. [DOI] [PubMed] [Google Scholar]
- [21].Wang Z, Chen T, Long M, et al. Electro-acupuncture at Acupoint ST36 Ameliorates Inflammation and Regulates Th1/Th2 Balance in Delayed-Type Hypersensitivity. Inflammation. 2017;40:422–34. [DOI] [PubMed] [Google Scholar]
- [22].Liu S, Zhu J-J, Li J-C. The interpretation of human body in traditional Chinese medicine and its influence on the characteristics of TCM theory. Anat Rec (Hoboken). 2021;304:2559–65. [DOI] [PubMed] [Google Scholar]
- [23].Muthubharathi B-C, Gowripriya T, Balamurugan K. Metabolomics: small molecules that matter more. Mol Omics. 2021;17:210–29. [DOI] [PubMed] [Google Scholar]
- [24].Yan G, Zhang A, Sun H, et al. Dissection of biological property of Chinese acupuncture point Zusanli based on long-term treatment via modulating multiple metabolic pathways. Evid Based Complement Alternat Med. 2013;2013:429703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [25].Zhang Y, Zhang A, Yan G, et al. High-throughput metabolomic approach revealed the acupuncture exerting intervention effects by perturbed signatures and pathways. Mol Biosyst. 2014;10:65–73. [DOI] [PubMed] [Google Scholar]
- [26].Zhang A, Yan G, Sun H, et al. Deciphering the biological effects of acupuncture treatment modulating multiple metabolism pathways. Sci Rep. 2016;6:19942. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [27].She C, Zhong H, Hu X-M, et al. Investigating the effects of moxibustion on serum metabolism in healthy human body based on the 1H NMR metabolomics technology. J Acupunct Tuina Sci. 2016;14:93–100. [Google Scholar]
- [28].Lin C, Wei Z, Cheng K-K, et al. 1H NMR-based investigation of metabolic response to electro-acupuncture stimulation. Sci Rep. 2017;7:6820. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [29].Xu J, Lin X, Cheng K-K, et al. Metabolic response in rats following electroacupuncture or moxibustion stimulation. Evid Based Complement Alternat Med. 2019;2019:6947471. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [30].Lee D-Y, Jiu Y-R, Hsieh C-L. Metabolism modulation in rat tissues in response to point specificity of electroacupuncture. Sci Rep. 2022;12:210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [31].Lee D-Y, Jiu Y-R, Hsieh CL. Electroacupuncture at Zusanli and at Neiguan characterized point specificity in the brain by metabolomic analysis. Sci Rep. 2020;10:10717. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [32].Yadong W. Metabonomics of Moxibustion and Gastric Meridian in Treating Chronic Atrophic Gastritis Rats [master’s thesis]. Xiamen University; 2017. [Google Scholar]
- [33].Liu C-C, Chen J-L, Chang X-R, et al. Comparative metabolomics study on therapeutic mechanism of electro-acupuncture and moxibustion on rats with chronic atrophic gastritis (CAG). Sci Rep. 2017;7:14362. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [34].He Q-D, Huang Y-P, Zhu L-B, et al. Difference of liver and kidney metabolic profiling in chronic atrophic gastritis rats between acupuncture and moxibustion treatment. Evid Based Complement Alternat Med. 2018;2018:6030929. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [35].Xu J, Zheng X, Cheng K-K, et al. NMR-based metabolomics reveals alterations of electro-acupuncture stimulations on chronic atrophic gastritis rats. Sci Rep. 2017;7:45580. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [36].Chang S. Comparative Study between Moxibustion and Acupuncture on Gastric Mucosa Protection and Stomach Tissue of Metabonomics in Chronic Atrophic Gastric Rats [PhD thesis]. Hunan University of Chinese Medicine; 2017. [Google Scholar]
- [37].Jingjing X, Xiaosha L, Qiong L, et al. 1H NMR Metabolic Profiles of Biofluids from Electro-acupuncture Treated rats with Gastric Mucosal Lesion. Proceedings of the 18th National Symposium on Spectroscopy. 2014:261–2.
- [38].Zongbao Y, Yadong W, Mi L, et al. Effects of electropuncture of acupoints on the foot Yangming stomach meridian on metabolic profiling of gastric mucosa in gastric ulcer rats. China J Tradit Chin Med Pharmacy. 2017;32:1033–6. [Google Scholar]
- [39].Shen J-C, Lian L-Y, Zhang Y, et al. Dynamic Analysis of Metabolic Response in Gastric Ulcer (GU) rats with electroacupuncture treatment using 1H NMR-Based Metabolomics. Evid Based Complement Alternat Med. 2019;2019:1291427. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [40].Zongbao Y, Yadong W, Jiyang D, et al. Effects of electro-acupuncture at stomach meridian acupoints on serum and urine metabolic profiles of gastric ulcer model rats. China J Tradit Chin Med. 2016;31:4180–3. [Google Scholar]
- [41].Xu J, Cheng K-K, Yang Z, et al. 1H NMR metabolic profiling of biofluids from rats with gastric mucosal lesion and electroacupuncture treatment. Evid Based Complement Alternat Med. 2015;2015:801691. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [42].Huang M, Peng Y, He Q, et al. NMR-based metabonomics reveals the dynamic effect of electro-acupuncture on central nervous system in gastric mucosal lesions (GML) rats. Chin Med. 2022;17:37. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [43].Guxing W, Zongbao Y, Yufeng X, et al. Nuclear magnetic resonance-based metabolomics revealed metabolite profiles participate in intervention effect of refined moxibustion in gastric ulcer model rats. Acupuncture Res. 2021;46:829–836+850. [DOI] [PubMed] [Google Scholar]
- [44].Wu Q, Zhang Q, Sun B, et al. 1H NMR-based metabonomic study on the metabolic changes in the plasma of patients with functional dyspepsia and the effect of acupuncture. J Pharm Biomed Anal. 2010;51:698–704. [DOI] [PubMed] [Google Scholar]
- [45].Jinhua L. The Metabonomics Study with Zhong wan (CV 12) by Electroacupuncture Treatment of Functional Dyspepsia [master’s thesis]. Chengdu University of Chinese Medicine; 2015. [Google Scholar]
- [46].Qiaofeng W, Sen M, Wei C, et al. Effects of Electroacupuncture of “Weishu” (BL 21) and “Zhongwan” (CV 12) on serum large molecular metabolites in functional dyspepsia rats. Acupuncture Res. 2010;35:287–92. [PubMed] [Google Scholar]
- [47].Xiao W. Effect of Electro-acupuncture with Different Current Intensities on Functional Constipation and Serum Metabonomics Study [PhD thesis]. Huazhong University of Science and Technology, 2017. [Google Scholar]
- [48].Yu G. A HPLC-MS based Metabonomics Study of Moxibustion Treatment on Ulcerative Colitis Mice [master’s thesis]. Chengdu University of Chinese Medicine, 2015. [Google Scholar]
- [49].Tianshu H. Modulating Effects of Electro-acupuncture on Gut Microbiota and Host Global Metabolism in Ulcerative Collitics Rats [PhD thesis]. Chengdu University of Chinese Medicine, 2012. [Google Scholar]
- [50].Lin X, Liu X, Xu J, et al. Metabolomics analysis of herb-partitioned moxibustion treatment on rats with diarrhea-predominant irritable bowel syndrome. Chin Med. 2019;14:18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [51].Wang Y, Li Y, Zhou L, Guo L. Effects of acupuncture on the urinary metabolome of spontaneously hypertensive rats. Acupunct Med. 2017;35:374–82. [DOI] [PubMed] [Google Scholar]
- [52].Yang M, Yu Z, Chen X, et al. Active acupoints differ from inactive acupoints in modulating key plasmatic metabolites of hypertension: a targeted metabolomics study. Sci Rep. 2018;8:17824. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [53].Yang M, Yu Z, Deng S, et al. A Targeted Metabolomics MRM-MS Study on identifying potential hypertension biomarkers in human plasma and evaluating acupuncture effects. Sci Rep. 2016;6:25871. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [54].Shao Q, Cheng J, Li Y, Ni G. Liquid chromatography-mass spectrometry-based plasma metabolomics study of the effects of moxibustion with seed-sized moxa cone on hyperlipidemia. Evid Based Complement Alternat Med. 2020;2020:1231357. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [55].Shen Y, Cheng Z-D, Chen Y-G, et al. Electroacupuncture inhibits atherosclerosis through regulating intestinal flora and host metabolites in rabbit. Evid Based Complement Alternat Med. 2020;2020:5790275. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [56].Qi C, Hua W, Fengxia L, et al. Protective effect and metabonomics research of “Biao-Ben Acupoint Combination” electroacupuncture in chronic myocardial ischemia model rats. Acupuncture Res. 2018;43:698–704. [DOI] [PubMed] [Google Scholar]
- [57].Qing H. Exploratory Studies of Electro-acupuncture on Biomarkers of Chronic Myocardial Infarction in Rats [PhD thesis]. Hubei University of Chinese Medicine, 2015. [Google Scholar]
- [58].Meilin C, Chao W, Chengfu T, et al. Serum metabolic profile involving protective effect of “Neiguan” (PC6) -electroacupuncture preconditioning in rats with myocardial ischemia reperfusion injury. Acupuncture Res. 2019;44:176–82. [DOI] [PubMed] [Google Scholar]
- [59].Lingling G, Qi Z, Qiaofeng W, et al. Effect of Electroacupuncture on Liver Metabolism in SAMP Mice by 1H NMR. Proceedings of the 9th Annual Academic Meeting of Shandong Acupuncture Society. 2017:510–6.
- [60].Lingling G. Effects of Electroacupuncture on Plasma, Liver and Kidney Tissues of Mice and Spectra [master’s thesis]. Chengdu University of Chinese Medicine, 2008. [Google Scholar]
- [61].Juntian L. Effects of Moxibustion on Mitochondrial Function-energy Metabolism in APP/PSl Double Transgenic AD Mice [PhD thesis]. Beijing University of Chinese Medicine, 2015. [Google Scholar]
- [62].He R, Liu J, Huang C, Liu J, Cui H, Zhao B. A Urinary Metabolomics Analysis Based on UPLC-MS and effects of moxibustion in APP/PS1 Mice. Curr Alzheimer Res. 2020;17:753–65. [DOI] [PubMed] [Google Scholar]
- [63].Yang B, He M, Chen X, et al. Acupuncture effect assessment in APP/PS1 transgenic mice: on regulating learning-memory abilities, gut microbiota, and microbial metabolites. Comput Math Methods Med. 2022;2022:1527159. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- [64].Qiao-feng W, Ling-ling G, Shu-guang Y, et al. A 1H NMR-based metabonomic study on the SAMP8 and SAMR1 mice and the effect of electro-acupuncture. Exp Gerontol. 2011;46:787–93. [DOI] [PubMed] [Google Scholar]
- [65].Qiaofeng W, Qizhi Z, Qi Z, et al. Metabonomics study on anxiety model of chronic emotional stress by electroacupuncture. Zhejiang J Tradit Chin Med. 2008;11:661–4. [Google Scholar]
- [66].Ma F-Q, Sun C-J, Wei J-J, Wang Y-D, Shen J-C, Chang J-J. Electro-acupuncture regulates glucose metabolism in chronic stress model rats. Sci Rep. 2020;10:11281. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [67].Jung J, Lee S-M, Lee M-J, et al. Lipidomics reveals that acupuncture modulates the lipid metabolism and inflammatory interaction in a mouse model of depression. Brain Behav Immun. 2021;94:424–36. [DOI] [PubMed] [Google Scholar]
- [68].Duan L, Qiu W, Bai G, et al. Metabolomics Analysis on Mice With Depression Ameliorated by Acupoint Catgut Embedding. Front Psychiatry. 2021;12:703516. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [69].Renfu Q, Huahui H, Xiaolong H, et al. Effect of electroacupuncture at Point BL54 (Zhibian) and Point ST28(Shuidao) on cerebral cortex metabolites in rats with acute incomplete spinal cord injuries. J Tradit Chin Orthop Traumatol. 2016;28:1–6. [Google Scholar]
- [70].Gao Z, Liu X, Yu S, et al. Electroacupuncture at Acupoints Reverses Plasma Glutamate, Lipid, and LDL/VLDL in an Acute Migraine Rat Model: A (1) H NMR-Based Metabolomic Study. Evid Based Complement Alternat Med. 2014;2014:659268. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [71].Xian M, Shen L, Zhan S, et al. Integrated 16S rRNA gene sequencing and LC/MS-based metabolomics ascertained synergistic influences of the combination of acupuncture and NaoMaiTong on ischemic stroke. J Ethnopharmacol. 2022;293:115281. [DOI] [PubMed] [Google Scholar]
- [72].Butterfield D-A, Halliwell B. Oxidative stress, dysfunctional glucose metabolism and Alzheimer disease. Nat Rev Neurosci. 2019;20:148–60. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [73].Han AL. Association between lipid ratio and depression: a cross-sectional study. Sci Rep. 2022;12:6190. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [74].Panfili E, Gerli R, Grohmann U, Pallotta MT. Amino acid metabolism in rheumatoid arthritis: friend or foe? Biomolecules. 2020;10:1280. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [75].Wang H, Fang K, Wang J, Chang X. Metabolomic analysis of synovial fluids from rheumatoid arthritis patients using quasi-targeted liquid chromatography-mass spectrometry/mass spectrometry. Clin Exp Rheumatol. 2021;39:1307–15. [DOI] [PubMed] [Google Scholar]
- [76].de Oliveira P-G, Farinon M, Sanchez-Lopez E, Miyamoto S, Guma M. Fibroblast-like synoviocytes glucose metabolism as a therapeutic target in rheumatoid arthritis. Front Immunol. 2019;10:1743. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [77].Agnihotri P, Monu Ramani S, Chakraborty D, et al. Differential metabolome in rheumatoid arthritis: a brief perspective. Curr Rheumatol Rep. 2021;23:42. [DOI] [PubMed] [Google Scholar]
- [78].Yaoguang G, Guangwei S, Ling Y, et al. Differential metabolites and metabolic pathways involving acupuncture-induced improvement of rheumatoid arthritis patients based on gas chromatography-mass spectrometry. Acupuncture Res. 2021;46:145–51. [DOI] [PubMed] [Google Scholar]
- [79].Qin C, Ji Z, Dezhao L. Effect of electroacupuncture on plasma ~ 1H-NMR metabolic spectrum of adjuvant arthritis rats. Zhejiang J Tradit Chin Med. 2016;51:95–7. [Google Scholar]
- [80].Yan Z, Hongwu Y, Yuzhen P, et al. Mechanism of action of moxibustion in intervention of rheumatoid arthritis in rats: a study based on urine metabolomics. J Anhui Univ Chin Med. 2018;37:59–64. [Google Scholar]
- [81].Yufei L, He J, Cheng L, et al. Urinary metabolomics reveals the therapeutic mechanism of moxibustion on collagen-induced arthritis in rats. Eur J Integr Med. 1011;37:60. [Google Scholar]
- [82].Xiao X, Ting L, Rong-Yun W, et al. Multi-omics analysis at serum proteomic and metabolomic levels reveals mechanisms of moxibustion for a mouse model of ankylosing spondylitis. Research Square. 2020. [Google Scholar]
- [83].Xu X, Shi Y-N, Wang R-Y, et al. Metabolomic analysis of biochemical changes in the tissue and urine of proteoglycan-induced spondylitis in mice after treatment with moxibustion. Integr Med Res. 2021;10:100428. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [84].Wen S-L, Liu Y-J, Yin H-L, et al. Effect of acupuncture on rats with acute gouty arthritis inflammation: a metabonomic method for profiling of both urine and plasma metabolic perturbation. Am J Chin Med. 2011;39:287–300. [DOI] [PubMed] [Google Scholar]
- [85].Urakawa S, Takamoto K, Nakamura T, et al. Manual therapy ameliorates delayed-onset muscle soreness and alters muscle metabolites in rats. Physiol Rep. 2015;3:e12279. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [86].Ma H, Liu X, Wu Y, Zhang N. The intervention effects of acupuncture on fatigue induced by exhaustive physical exercises: a metabolomics investigation. Evid Based Complement Alternat Med. 2015;2015:508302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [87].Ma Y-X, Yang X-Y, Guo G, Du D-Q, Yu Y-P, Gao S-Z. Research of herb-partitioned moxibustion for primary dysmenorrhea patients based on the LC-MS metabonomics. Evid Based Complement Alternat Med. 2015;2015:621490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [88].Zhang L, Wang Y, Xu Y, et al. Metabonomic analysis reveals efficient ameliorating effects of acupoint stimulations on the menopause-caused alterations in mammalian metabolism. Sci Rep. 2014;4:3641. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [89].Zhang Z, Yang M, Yin A, et al. Serum metabolomics reveals the effect of electroacupuncture on urinary leakage in women with stress urinary incontinence. J Pharm Biomed Anal. 2020;190:113513. [DOI] [PubMed] [Google Scholar]
- [90].Mehdi F, Nooshafarin K, Fataneh H-D, et al. Effects of wet cupping on blood components specially skin-related parameters of healthy cases: a case control metabonomic study. J Skin Stem Cell. 2016;3:e12654. [Google Scholar]
- [91].Yang J, Ueharu H, Mishina Y. Energy metabolism: a newly emerging target of BMP signaling in bone homeostasis. Bone. 2020;138:115467. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [92].Petrenko V, Sinturel F, Riezman H, Dibner C. Lipid metabolism around the body clocks. Prog Lipid Res. 2023;91:101235. [DOI] [PubMed] [Google Scholar]
- [93].Ling ZN, Jiang YF, Ru JN, Lu JH, Ding B, Wu J. Amino acid metabolism in health and disease. Signal Transduct Target Ther. 2023;8:345. [DOI] [PMC free article] [PubMed] [Google Scholar]



