Skip to main content

Advertisement

Differential proteomics for studying action mechanisms of traditional Chinese medicines

Abstract

Differential proteomics, which has been widely used in studying of traditional Chinese medicines (TCMs) during the past 10 years, is a powerful tool to visualize differentially expressed proteins and analyzes their functions. In this paper, the applications of differential proteomics in exploring the action mechanisms of TCMs on various diseases including cancers, cardiovascular diseases, diabetes, liver diseases, kidney disorders and obesity, etc. were reviewed. Furthermore, differential proteomics in studying of TCMs identification, toxicity, processing and compatibility mechanisms were also included. This review will provide information for the further applications of differential proteomics in TCMs studies.

Background

Differential proteomics, which is also known as comparative proteomics or functional proteomics, studies the changes of proteome in different physiological or pathological states between two or more samples for the analysis of important life processes or major diseases in order to find out the key different proteins that are regarded as markers for qualitative and functional analysis [1, 2]. The classic process for differential proteomics in studying of traditional Chinese medicines (TCMs) is separation–comparison-identification (Fig. 1). To begin with, proteins are extracted from cells or animal models with/without TCM treatment. For separating these proteins, two-dimensional gel electrophoresis (2-DE) or two-dimension difference gel electrophoresis (2D-DIGE) are generally employed. After that the protein spots on the gel are compared and partly selected to be identified with mass spectrometry (MS). Alternatively, several new technologies in quantitative proteomics not only identify an enormous amount of proteins expressed in different states, but also accurately quantify their abundance. Isobaric tags for relative and absolute quantification (iTRAQ), which is the most widely used high-throughput technology integrating identification and quantification, makes the analysis of differential proteome easier and more efficient. In addition, labelling technologies such as stable isotope labeling with amino acids in cell culture (SILAC) and isotope coded affinity tag (ICAT), as well as label-free sequential window acquisition of all theoretical mass spectra (SWATH) are also used. Finally, differential expressed proteins can be found, following by bioinformatics analysis to find the connotation from their differences that can be indexed to potential targets or pathways.

Fig. 1
figure1

Schematic diagram of the experimental procedure for differential proteomics in studying of TCMs

Differential proteomics has been used to study TCMs for over a decade, and recently was developed rapidly. Most studies were mainly focused on the mechanisms of TCMs in treating diseases at the protein level, and looked for possible therapeutic targets of drug action. In the past, Liu and Guo [3] summarized the applications of proteomics in the mechanistic study of TCMs from 2004 (the first paper published) to 2011. In 2014, Lao et al. [4] summed up the mechanistic studies of TCMs in treating neurological disorders, cancers, cardiovascular diseases, diabetes and inflammation by using proteomics. And Ji et al. [5] reviewed the proteomic studies on the therapeutic mechanisms of TCMs (~ 2015) based on the perspectives of clinical researches, and in vitro or in vivo experimental animal models.

In this paper, the applications of differential proteomics in studying of TCMs, including the mechanistic studies of TCMs in treating diseases, TCMs identification, as well as the toxicity, processing and compatibility mechanisms studies of TCMs that can further broaden the understandings of TCMs, were summarized and discussed.

Differential proteomics for exploring the action mechanisms of traditional Chinese medicines

As a complex system of chemical components, TCMs involve multiple processes through regulating multiple targets. Studying on their action mechanisms has been a difficulty for researchers. Notably, the regulation of TCMs at protein level can be visualized by using proteomic technologies, through the analysis of the functions of significantly differential expressed proteins or further studying the pathways involved. Differential proteomics provides a practical and effective strategy for searching the action targets of TCMs, and improves understanding the therapeutic effects of TCMs at molecular level. As summarized in Table 1, differential proteomics approach had been applied in exploring the action mechanisms of TCMs for the treatment of cancers, cardiovascular diseases, diabetes, liver and kidney diseases, wound and obesity, etc. TCM monomers involved in these experiments are shown in Fig. 2.

Table 1 Differential proteomics in exploring the action mechanisms of TCMs
Fig. 2
figure2

Chemical structures of main monomers involved in this paper

Cancer

As the exponentially rise in the global cancer burden, it already becomes an extremely urgent problem to control the development of cancers [45]. As TCMs have a long history in the treatment of various cancers, many studies have confirmed the therapeutic effects of Chinese herbal medicine (CHM) and Chinese herbal formula (CHF) on cancer in entire stages with the guidelines of TCM theories [46]. In recent years, many studies on differential proteomics analysis of monomers from anticancer TCMs have been carried out, towards hepatocarcinoma, bone tumor and gastric cancer, etc. Differential proteins provided clues that related mechanisms had connections with directly and/or indirectly affecting the multiple hallmark capabilities of cancer cells, such as tenacious vitality, unlimitedly proliferation, invasion and metastasis, etc.

Inducing apoptosis is an effective way to kill cancer cells thus against their vitality. Bufalin, the active ingredient of Chansu, was found to inhibit human osteosarcoma cell growth and induced G2/M arrest and apoptosis. Twenty-four differentially expressed proteins after bufalin treatment were identified by a comparative proteomics approach. And the heat shock 27 kDa protein, which plays a vital role in oncotherapy for its anti-apoptotic and tumorigenic properties, was most dramatically down-regulated [6]. Therefore, inhibition of heat shock 27 kDa protein expression played a key role in bufalin-induced apoptosis in osteosarcoma cells. In another study, effects of 2-β-d-glucopyranosyloxy-1-hydroxytrideca-5,7,9,11-tetrayne (GHTT), isolated from Bidens pilosa, on proteins expression in Jurkat T cells was investigated by 2-DE coupled with MS analysis. Results indicated that GHTT treatment can upregulate thirteen proteins involved in signal transduction, detoxification, metabolism, energy pathways and channel transport, as well as downregulate nine proteins, including thioredoxinlike proteins, BH3 interacting domain death agonist (BID protein involving apoptosis), methylcrotonoyl-CoA carboxylase beta chain and NADH-ubiquinone oxidoreductase. Furthermore, two pathways in Jurkat cells including mitochondrial dysfunction and apoptosis were predicted by bioinformatics analysis based on the data obtained from the differential proteomics approach [7]. Suppressing proliferation of cancer cells is another way for inhibitory effect of active compound. Honokiol from Magnolia officinalis was found to inhibit tumor cell growth, and its possible mechanism on thyroid cancer cell line was investigated by differential proteomics analysis [8]. Results indicated that honokiol altered the expression of 178 proteins, most of which showed as down-regulation and involved in cellular metabolic process, such as dysregulation of cytoskeleton, protein folding, transcription control and glycolysis. Combined with network analysis, glyceraldehyde-3-phosphate dehydrogenase, tubulin alpha-1A chain, alpha-enolase, 78 kDa glucose-regulated protein and proliferating cell nuclear antigen might be the potential targets in thyroid cancer therapy. In reality, some TCM monomers were found to play both proliferation-inhibiting and death-promoting roles in different pathways in tumor cells. Rabdosia rubescens is a representative anticancer eat-clearing and detoxicating herb, and its main bioactive compound oridonin was found to be able to fight various types of cancers [47]. The action mechanism in treating hepatocarcinoma of oridonin was investigated by proteomic tools [9]. Proliferative inhibition effect of oridonin was related with inhibiting telomerase and tyrosine kinase (chromobox protein homolog 1 and glycyl-tRNA synthetase), and arresting cells in G2/M phase (serine-threonine kinase receptor-associated protein, translationally-controlled tumor protein, stress-induced phosphoprotein 1, inorganic pyrophosphatase, poly(rC)-binding protein 1). While serine-threonine kinase receptor-associated protein, heat shock 70 kDa protein 1, trifunctional purine may responsible for cell apoptosis. Furthermore, oridonin was also found to modulate the expression of seven proteins in human multiple myeloma cell line [10]. Especially, there were three target proteins were found for the potential treatment of multiple myeloma. Dihydrofolate reductase was positively involved in folate metabolism, which indirectly inhibited DNA replication and induced tumor cell apoptosis. And stathmin was overexpressed in malignancy contributed to tumor angiogenesis and progression, pyruvate dehydrogenase E1β might reverse the Warburg effect.

TCM monomers can also inhibit tumor cell invasion and metastasis. Based on the differential proteomics study, underlying anticancer mechanisms of β-elemene that extracted from Curcuma wenyujin on gastric cancer cells were pro-apoptosis and metastasis-resistant effects [11]. The remarkably overexpressed protein p21-activated protein kinase-interacting protein 1 inhibited tumorigenesis and metastasis by targeting cancer-related protein P21-activated protein kinase 1, while significantly under-expressed protein S100 calcium binding protein A10 contributed to the weakening of tumor invasion and metastasis by influencing on the intracellular calcium signal. Moreover, two altered proteins (Bcl-2-associated transcription factor 1 and Bcl-2-like protein 13) both have pro-apoptosis activities.

In reality, the discovered mechanisms are greatly complex, since TCM-regulated proteins are involved in a variety of cellular process. β-asarone, as likely as the active compound contributes to the effect of Rhizoma Acori Graminei on central nervous system disorders, may has the possibility as therapeutic strategies on glioblastoma with quite high degree of malignity. To compare the proteomic difference associated with anti-tumor effects of β-asarone, human glioblastoma cell was used as model [12]. Four evidently altered proteins, heterogeneous nuclear ribonucleoprotein H1 (H), isoform CRA b, heterogeneous nuclear ribonucleo-protein A2/B1, isoform CRA a, ubiquitin carboxyl-terminal hydrolase isozyme L1 and cathepsin D were considered to be key protein targets, which fell into diverse molecular functions and could lead to cytotoxicity. On the other hand, there were evidences about how triptolide (from Tripterygium wilfordii) exerts its broad-spectrum antitumor activity on lung adenocarcinoma cells by engaging to iTRAQ [13]. Results indicated that 312 dysregulation proteins participated in action mechanisms of triptolide. The down-regulated proteins were involved in most significant pathways including ribosome biogenesis in eukaryotes, spliceosome and mRNA surveillance pathway, which all take part in the core process of gene expression and protein synthesis. While most of up-regulated proteins supported energy needs for the apoptosis process.

It is worth mentioned that TCM also can play a supporting role during radiotherapy of cancer. For example, β-elemene decreased reactive oxygen species (ROS) clearance in A549 cells through inhibiting the expression levels of radiation-induced peroxiredoxin-1, suggesting that it could enhance the radio-sensitivity of lung cancer cells [14].

Cardiocerebrovascular diseases

Antiplatelet and anticoagulant therapies play a crucial role in the prevention and treatment of cardiocerebral vascular diseases, which are tightly associated with blood stasis syndromes. And a variety of TCMs for promoting blood circulation and removing blood stasis have significant anti-platelet aggregation effects [48]. Therefore, differential proteins based on platelet proteomics were usually investigated to explore the action mechanisms for this kind of TCMs. For example, notoginsengnosides (NG) (derived from Panax notoginseng), changed 12 proteins expression in rat washed platelet, which indicated that its anti-platelet aggregative activity was attributed to scavenging ROS and modulating platelet activation, as well as reorganizing cytoskeleton structure [15]. Salvianolic acids (SAs) showed similar mechanism with NG, and SAs-modulated proteins also implicated in platelet adhesion, signal transduction and other functions [16]. In reality, there existed significant relationship between integrin and platelet function. As an important protein target of salvianolic acid B (SB), integrin α2β1 could bind with SB directly and SB triggered signal cascades was changed [17]. While after treated by olive oil extract, integrin aIIb/b3 could regulate platelet structure and aggregation, coagulation and apoptosis, and signaling [18]. In our previous study, ethanol extract of Rhizoma Corydalis (RC) has been investigated for its anti-platelet aggregation mechanism by differential proteomic analysis [19]. And 52 altered proteins (Fig. 3) were involved in platelet activation, oxidation stress and cytoskeleton structure. The potential direct target protein P2Y purinoceptor 1, as a crucial player, participated in signaling cascades network of RC during platelet aggregation. And the binding between RC extract and P2Y purinoceptor 1, followed with mediating Gαi signaling pathways, may contribute to the anti-platelet effect of RC. Furthermore, Tan et al. [20] had carried out further studies to elucidate the mechanisms underlying actions of dehydrocorydaline and canadine, which are the main anti-platelet aggregation active ingredients in RC. The key direct target proteins of dehydrocorydaline were two ADP receptors: P2Y purinoceptor 1 and P2Y purinoceptor 12. Dehydrocorydaline might exerted its impact mainly by acting on cytoskeleton-related proteins and RhoA/Myosin light chain 2 signaling pathway. For canadine, it may interacts with the G protein-coupled receptor protease-activated receptor 1, and modulate the phosphatidylinositol 3-kinases signaling pathway.

Fig. 3
figure3

Reproduced from ref [19] with permission from the authors

The 2-DE proteome images of control (a) and RC-treated (b) platelets. The differentially expressed protein spots were shown by the arrows

In common ischemic diseases, cerebral and cardiac ischemic–reperfusion (IR) injury are resulted from blood circulation disorder. Some of TCM monomers, CHM and CHF, such as tetrandrine, Salvia miltiorrhiza, Panax notoginseng, Bu-Yang Huan-Wu Decoration (BHD), Tao-Hong Si-Wu Decoction (THSWD) have been shown to have protective effects on ischemic diseases. Since series of biological activities of tetrandrine represents the potential application future in stroke therapy, Lin et al. [21] established middle cerebral artery occlusion mice model, from which thirty tetrandrine-modulated proteins were identified by using 2D-DIGE and MALDI-TOF-MS. Three key proteins including 78 kDa glucose-regulated protein, Parkinson disease protein 7 and hypoxia up-regulated protein 1 might be linked to neuroprotection effect, wherein 78 kDa glucose-regulated protein and Parkinson disease protein 7 treat stroke by preventing cell damage during ischemic brain injury, but the relationship between hypoxia up-regulated protein 1 and tetrandrine was not clear. The TCM Salvia miltiorrhiza and Panax notoginseng were usually employed for the treatment of ischemic cardiovascular diseases. To investigate their molecular mechanisms, Yue et al. [24] tentatively examined the effects of SAs, NG and their combination in rat models of IR injury, and 15 IR-related differentially regulated proteins were found. These results showed that SAs and NG had distinct regulatory effects on proteins involved in lipid metabolism, muscle contraction, heat shock stress, while their combination showed better effects for regulating both targets of SAs and NG. Chen et al. [22] studied a CHF used in treating qi deficiency and blood stasis syndrome caused by stroke, BHD. By analyzing brain tissue proteome from cerebral IR-induced stroke mouse model, it was depicted that BHD can decrease the expression of albumin, fibrinogen alpha chain, transferrin to reduce the blood–brain barrier breakdown, and the effects of modulated calcium/calmodulin-dependent protein kinase type II alpha chain, glycogen synthase kinase 3 and microtubule-associated protein tau embodied in neuroprotection, and suppressed excitotoxicity were ascribed to metabotropic glutamate receptor 5, nucleotide-binding protein G (i) and GDP dissociation inhibitor. In addition, uniquely BHD-regulated protein 3-hydroxybutyrate dehydrogenase indicated an involvement of enhancing energy metabolism. Compared to BHD, THSWD was also used for treating cerebrovascular diseases with different molecular mechanism. Qi et al. [23] found that THSWD could change the proteome of rat pheochromocytoma cells, hence it mediated protective effect on cerebral IR injury. They speculated that the protection effect of THSWD might regulated partly by six of Nrf2-driven phase II enzymes, which were validated in transcription level by real-time PCR.

Liver diseases

Yin-Chen-Hao-Tang (YCHT) has often been used to treat liver diseases clinically. Using 2-DE and MALDI-TOF/TOF–MS analysis, Sun et al. [25] investigated the effects of YCHT on liver proteins in bile duct ligated rats and found that the expressions of fifteen proteins were modulated by YCHT, including zinc finger protein 407, haptoglobin, macroglobulin, alpha-1-antitrypsin, transthyretin, vitamin D-binding protein, and prothrombin. These proteins might be the most possible direct targets of YCHT, which involved in metabolism, energy generation, chaperone, etc. On the other hand, various liver injuries can lead to hepatic fibrosis during the process of sustained wound healing [49]. Chinese herbal formula Fu-Zheng Hua-Yu Recipe (FZHY) has been shown the effect of anti-hepatic fibrosis. To investigate its action mechanisms, Xie et al. [26] employed 2-DE and MALDI-TOF–MS on the analysis of proteome of normal, dimethylnitrosamine- induced fibrogenesis and FZHY-treated rats. Eight differential proteins in normal and FZHY-treated rats both showed reverse trends with model group, among which vimentin and gamma-actin had a link with inhibiting activation of hepatic stellate cell or epithelial-to-mesenchymal transition in liver cells, and the other six proteins were associated with stress response and metabolisms of retinoic acid, carbohydrate and bile acid. In a recent study, Dong et al. [27] discovered 255 genes and 499 proteins that all differently expressed by using microarray and iTRAQ. The three potential key proteins (uridine diphosphate-glucuronosyltransferase 2A3, cytochrome P450 2B1 and cytochrome P450 3A18) and three important pathways (retinol metabolism, metabolism of xenobiotics by cytochrome P450, and drug metabolism) were found via bioinformatics methods, which further elucidated the therapeutic mechanisms and pharmacological effects of FZHY. Effects of another anti-liver fibrosis TCM Bupleurum marginatum Wall.ex DC (BM) on protein expression in liver fibrosis rat was also investigated by iTRAQ [28]. The identified proteins were classified and involved in embracing drug metabolism, oxidative stress, biomolecular synthesis and metabolism, etc. Besides, based on compound-target network analysis, eight key targets (uridine diphosphate-glucuronosyltransferase 2A3, adenylate kinase isoenzyme 1, thioredoxin 1, acyl-CoA oxidase 2, glycogenin 1, alpha serine/threonine kinase, acyl-CoA synthetase medium-chain family member 1, carbonyl reductase family member 4) were excavated, as well as key active compounds (triterpenoid saponins and lignans) were identified.

Wound healing

Chinese herbal medicine for wound healing has a long history and a relatively comprehensive theoretical system in China. Rising attention has been paid to the mechanisms of wound healing on molecular level. Shiunko, which is an effective CHF for external application to promote granulation and get rid of putrid necrosis, composes of two major components Radix Angelicae Sinensis (RAS) and Radix Lithospermi (RL) in promoting the wound healing process. Respectively, their mechanisms of action were studied by Hsiao et al. [29] through proteomics analysis. By using 2-DE, the proteins expression of human embryonic skin fibroblast treated with RAS were examined, and fifty-one remarkably up/down-regulated proteins were found, of which the functions were ascribed to promotion of glycolysis, enhancement of cell mobility and increase of antiapoptosis, etc. Functions of these proteins revealed that action mechanisms of RAS might be related to increasing the viability of cells during the wound healing process. Subsequently, as to RL, there were some similar effects brought by same or different regulated proteins contribute to molecular basis compared to RAS, but there had differences to a certain extent [30]. They embodied in cell mobility (down-regulation of chloride intracellular channel protein 1) and cell viability (up-regulation of nucleoside diphosphate kinase A, eukaryotic translation initiation factor 5A-1 and phosphorylated signal protein P38). Additionally, Chen et al. [31] found that herbal mixture ANBP (Agrimonia pilosa, Nelumbo nucifera, Boswellia carteri, and Pollen Typhae) aided the wound recovery at different healing stages by observing changes of skin proteome in trauma model rats. At length, ANBP-modulated proteins took part in immune and defense response, vascular system restoration, hemostasis and coagulation regulation and other processes at the early stages, while the formation of muscle tissue, hair, epidermis and extracellular matrix were promoted at the later stages. A modified formula (named NF3) composed of Radix Astragali and Radix Rehmanniae, exerted significant effects of wound healing and proangiogenesis separately in vivo and in vitro. Tam et al. [32] found that the treatment with NF3 modulated the expression of cytoskeleton regulatory proteins at the proteome level, such as annexin A1, annexin A2 and plasminogen activator inhibitor 1 in relation to proangiogenesis.

Diabetes

TCMs also have potential clinical applications for the treatment of type 2 diabetes mellitus (T2DM). Yi-Qi-Yang-Yin-Hua-Tan-Qu-Yu Recipe (YQYYHTQY), which composes of eight CHMs, is an antidiabetic CHF. Study indicated that four of YQYYHTQY-regulated serum proteins had connections with diabetes, blood and behavior based on STRING analysis, of which two significantly decreased proteins (cell division control protein 42 homolog and Ras homolog gene family member A) belonged to small GTPase, were the crucial nodes involved in positive regulation of cytokinesis and response to glucose. Therefore, these two proteins might be the targets of YQYYHTQY on T2DM therapy [33]. However, diabetes treatments are often accompanied with adverse reactions, such as hypoglycemia. As Xiaoke Pill is beneficial in treating diabetic hypoglycemia, Zhang et al. [34] employed a modified iTRAQ strategy to study its mechanism. According to the variation patterns of protein abundance, the way of Xiaoke Pill affecting serum proteome was of difference to common anti-diabetic drug glyburide. And angiotensinogen, alpha-1-antitrypsin, paraoxonase and fibulin were presumed to be linked with its anti-diabetic effect. In addition, kaempferitrin extracted from the leaves of Cinnamomum osmophloeum and Bauhinia forficata also has potential antidiabetic effects. In distinct secretomes of kaempferitrin-treated astrocytic cell line, 32 regulated proteins were associated with insulin-related signaling, inflammation process, cholesterol metabolism. Among them, insulin-like growth factor-binding protein 2, insulin-like growth factor-binding protein 4 and low-density lipoprotein receptor were most likely to be antidiabetic-related proteins. And C-type mannose receptor 2, adipocyte enhancer-binding protein 1 and mannan-binding lectin serine protease 1 might inhibit the inflammatory response by keeping pro-inflammatory cytokines as normal [35].

TCM deficiency syndrome

Studies have also been carried out to find the underlying mechanism of TCM on deficiency syndrome. By evaluating Liu-Wei Di-Huang Granule treatment in vitro fertilization pre-embryo transfer in infertility women with kidney-yin deficiency syndrome, Lian et al. [36] explored four possible underlying targets involved were retinol binding protein 4, transthyretin, apolipoprotein, as well as complement C4-B. The Jin-Kui Shen-Qi Pill (JSP), also called Ba-Wei Di-Huang Granule, exerts remarkable therapeutic efficacy in protecting against kidney-yang deficiency syndrome (KYDS) clinically. Zhang et al. [37] demonstrated proteomics and metabolomics methods to detect the differentially expressed serum proteins between JSP-treated and controlled rat models. It was therefore revealed that JSP had influence on KYDS by the regulation of metabolism-related proteins involved in wnt signaling pathway, adherens junction, as well as neurotrophin signaling pathway, etc. And about the differential proteomic studies of yin-deficiency-heat (YDH) syndrome treatments using CHF Zhi-Bai Di-Huang Granule (ZDG), which is equivalent to Liu-Wei Di-Huang Granule combined with Cortex Phellodendri and Rhizoma Anemarrhenae. Liu et al. [38] investigated the molecular mechanism of ZDG’s efficacy in nourishing yin and decreasing internal heat. ZDG-regulated proteins were found to be involved in antigen processing and presentation (zinc-alpha-2-glycoprotein), complement activation (C-reactive protein, complement C1q subcomponent, and mannose-binding protein C) and regulating the inflammatory response (L-selectin, plasminogen, and kininogen-1). Therefore, regulating the immune response to strengthen immunity might be the way of ZDG ameliorating YDH syndrome.

Obesity is a chronic metabolic disease caused by a variety of factors. People with obesity have fat metabolic disorder, which can lead to hyperlipidemia. The ways for researchers observing therapeutic effects of TCMs on obesity or hyperlipidemia are usually through measuring adipose tissue weight [50], serum parameters (such as leptin, cholesterol and triglyceride content) [51], etc. And differential proteomic provides a reference at the protein level. Li et al. [39] utilized comparative proteomic approach for the molecular mechanism research of Yin-Chen Wu-Ling Powder on hyperlipidemic model rats. Serum proteome was analyzed and twelve significantly altered plasma proteins were identified. The finding suggested that efficacy of positively modulating lipid levels had affinity with the functions of differently expressed proteins, that includes regulating lipid metabolism, improving coagulation functional disturbance, regulating immune and inflammatory responses, and mediating substance transport. Another anti-obesity herbal medicine Taeumjowi-tang (TH) consisting of eight herbs has traditionally been used in Korea. Kim et al. [40] identified the proteins differentially expressed in hepar of TH-treated obesity model rats utilizing proteomic and western blot analysis, and deduced that TH improved lipid metabolism through modulating fatty acid metabolizing proteins involved in obesity and hepatic injury, with the involvement of adenosine monophosphate-activated protein kinase, acetyl CoA carboxylase and fatty acid synthetase.

The proteomics was also employed for uncovering the molecular mechanisms of TCM treatments on other diseases. For example, von Willebrand factor, protein Z-dependent protease inhibitor, alpha-2-macroglobulin, and apolipoprotein C-III were considered as potential targets for Shen-Zhi-Ling in treating depression [41]; Bu-Fei Yi-Shen formula might alter the expression of proteins involved in oxidative stress and focal adhesion to treat chronic obstructive pulmonary disease [42]; Bai-Hu-Tang might fight against lipopolysaccharide fever syndrome by up-regulating F-actin, coronin, nicotinamide adenine dinucleotide phosphate oxidase and major histocompatibility complex class I [43]; Red ginseng could modulate antioxidant-related proteins ubiquitin carboxyl-terminal hydrolase isozyme L1, heat shock 70 kDa protein, fructose-bisphosphate aldolase against aging [44], etc.

Identifications of traditional Chinese medicines by differential proteomics approach

Nowadays, there were many methods used to characterize and identify of TCMs, such as UPLC-QTOF/MS combined with chemometrics to find out unique markers for Radix Polygoni Multiflori from different geographical areas [52], quality control of Lycium chinense and Lycium barbarum cortex by HPLC using kukoamines as markers [53]. Although small molecules were usually been used as quality control markers for TCMs, plant origin proteins, which have various kinds of bioactivities [54], also facilitate the identification of TCM. Differential proteomics can be used to find characteristic proteins in Chinese herbal samples that differ in origins, species, medicinal parts, as well as wild types and artificial cultivation types, thus it provides information of material basis and plays the role of identification.

To this day, there have been a number of studies on the different proteins of fungi TCMs for identification and quality control, due to its biological activities and abundance. A representative and valuable fungal Chinese herb is Cordyceps (Ophiocordyceps sinensis). In the study of O. sinensis, Zhang et al. [55] used 2-DE and MALDI-TOF/TOF–MS to compare proteins of O. sinensis samples that five were collected from different habitats (three from China, two respectively from Nepal and Bhutan) and other four were different fungal specimens with similar shape; They found that distribution of O. sinensis protein spots among the five regions has no striking differences, and two specific proteins OCS_04585 and b-lactamase domain-containing protein were identified, while the comparison results between four fungal specimens showed that there was only one common protein (protein-eliciting plant response-like protein) existed. A more extensive research about habitats was carried out by Li [56] to find differentially expressed protein of O. sinensis. The abundance and number of proteins varied greatly among 26 habitats from Sichuan, Tibet and Qinghai provinces. To find out the correlation between natural O. sinensis protein and its origin, by using cluster analysis towards protein spots, the samples were divided into two categories: those from Tibet and from Qinghai. This study provided a meaningful reference for finding protein markers of O. sinensis from different habitats. On the basis of previous studies on protein markers, Tong et al. [57] conducted deeper research towards O. sinensis samples collected from four production regions and other four counterfeit samples. The differences in protein of O. sinensis from Yunnan, Sichuan, Tibet and Qinghai provinces were reflected in the distribution and concentration, and the proteome of authentic O. sinensis and its counterfeits existed great differences. Total 22 characteristic proteins were identified, of which IP4 can be used as a putative target in the indirect ELISA developed by them. In addition, Zhang et al. [58] found 165 proteins differed significantly between the samples of natural and artificial cultivation. As the supply of natural O. sinensis cannot meet the market demand, it is of importance to investigate quality formation of artificially-cultivated O. sinensis and supply valuable references and guidance for its artificial cultivation. About other fungi TCMs, Li et al. [56, 59] analyzed proteins in Ganoderma lucidum and Morchella vulgaris by gel electrophoresis, wherein fourteen samples of G. lucidum from different habitats or seven samples of M. volgaris from three habitats with different processing methods all showed that the number and abundance of proteins were distinct.

There were also some proteomic researches on other herbal medicines. The difference proteins among four medicinal aloe (Aloe barbadensis Miller, A. vera L. var chinensis (Haw.) Berger, A. ferox Miller and A. arborescens Miller) were investigated in Fan’s study [60]. There was a certain amount (about 51% to 62%) of differential proteins between the four medicinal aloes. Among them, the ran-binding protein 1 homolog c-like, actin, NAD-dependent malate dehydrogenase and cinnamyl alcohol dehydrogenase existed in A. barbadensis; the alpha tubulin subunit, isoflavone reductase-like proteins presented in A. vera var chinensis; and the auxin-induced protein PCNT115-like isoform 1 was found in A. arborescens. In another study, by using proteomic methods, proteins from Oriental ginseng and American ginseng, different parts of Oriental ginseng, cultured cells of Oriental ginseng were compared to find out marker proteins [61]. Nine common protein spots existed in all parts of two species, while the protein spots AM1 and KM1 were found only in main roots of Oriental ginseng and American ginseng, respectively. Cultured cells contained much more alkaline proteins than Oriental ginseng. In other herbal medicines, Hua et al. [62] established a omic-based strategy to comprehensively reveal and accurately measure gene and protein expression in naturally- and artificially-cultivated Pseudostellaria heterophylla. And 71 of 332 proteins were remarkably altered. The differences could be the cause that artificially-cultivated P. heterophylla was more capable in the ability to respond to stress and the catabolism of oxidoreductasesm, but weak in carbohydrate metabolism of hydrolases, carbohydrate and cellular amino acid metabolisms of transferases.

Moreover, as one of the important resources of TCMs, animal medicines are particularly rich in proteins and peptides which enables differential proteomics to become a very potential tool for their quality identification. Sodium dodecyl sulphate–polyacrylamide gel electrophoresis and 2-DE were conducted to distinguish three gelatinous Chinese medicines: Asini Corii Colla (ACC), Testudinis Carapacis ET Plastri Colla (TCPC), Cervi Cornus Colla [63]. The range of protein molecular weight was as varied as Colla species, but the spots were dispersed in the gel which brought about difficulty in protein identification. Therefore, these protein spots were treated with trypsinase. With the identification of characteristic polypeptide fragments using MALDI-TOF/TOF–MS and Nano-LC Orbitrap MS, nineteen characteristic proteins were found in ACC while seven in TCPC. Furthermore, Xue et al. [64] developed shotgun proteomics and bioinformatics strategy that can identify differential collagen in ACC made from the skin of donkey, horse, pig or cattle. Six specific peptides from the collagen of four kinds of ACC as skin markers were found, such as 497GPTGEPGKPGDK508 for donkey, 422GASGPAGVR430 and 497GPSGEPGKPGDK508 for horse, 422GPTGPAGVR430 for pig, 781GEAGPSGPAGPTGAR795 and 352GEGGPQGPR360 for cattle. The strategy can be applied to detect the adulteration of non-donkey species sensitively.

Miscellaneous

Studies on TCM toxicity are beneficial to establish a scientific assessment system to guarantee the safety in clinical TCM medication. Differential proteomics can be used to dig the toxicity mechanisms of TCMs by comparing TCM-treated and control groups to find abnormally regulated proteins. Xu et al. [65] observed changes in abundances of embryo proteins in model rats treated with Pinellia ternata (Thunb.) Breit. They used proteomic analysis and identified 153 differential expressed proteins that enriched in pathways of oxidative phosphorylation metabolism and neurodegenerative diseases. Among them, 37 specific proteins mainly inhibited the process of nervous system development, including brain development and neuron development, which associated with fetal nervous system abnormalities. Li et al. [66] tested the liver toxicity of saikosaponins isolated from Radix Bupleuri in mice and established a relationship among dose, time course and hepatotoxicity. In addition, 487 proteins, which involved in pathways of lipid metabolism, protein metabolism, macro molecular transportation, cytoskeleton structure and response to stress, showed distinct differential expression patterns before and after saikosaponins treatment and might induce liver injury.

Processing is a characteristic pharmaceutical technology in TCMs, which has positive effects such as increasing effect, reducing toxicity and alleviating drug property, etc. But the principle of processing is still unclear, and there are lacks of effective quality control standards during processing [67]. Differential proteomics provides a new idea for it, and starts from two aspects: changes in the proteins of TCMs before and after processing; changes in the molecular mechanism after its actions on cells or animals. To study the mechanism of reducing toxic effects on intestines between Semen Euphorbiae and its processed product-Semen Euphorbiae Pulveratum (SEP) in KM mice, Zhang et al. [68] performed iTRAQ and LC–MS/MS analysis and uncovered two differential expressed proteins as key inflammatory biomarkers, of which angiopoietin-4, signal transducer and activator of transcription 1 attenuate inflammatory response via affecting Janus kinase 2/signal transducer and activator of transcription 3 signaling pathway, and angiopoietin/angiopoietin-1 receptor signaling pathway respectively, after treated with SEP. Traditional fried process on Pilose antler has the function of removing blood residue and antisepsis, but it is likely to cause loss of active ingredients. Jin [69] found that 37 of the differential Pilose antler proteins involved in anti-fatigue and metabolism were destroyed, and author recommended that freeze drying process with protective agent was a better choice. Xu [70] discovered that proteins of the processed Bombyx batryticatus were obviously less than that of crude drug, which indicated stir-baking with bran may degrade the protein. And thirteen different proteins were identified. Fu et al. [71] carried out comparative proteomic analysis on Eisenia fetida processed by sun- and freeze-drying. Five fibrinolytic proteases that possibly related to thrombolytic activity were identified, and their total abundance of freeze-dried earthworms was dramatically higher than that of sun-dried.

Compatibility is another feature of the theoretical system of TCM, which embodies the concept of wholism and differentiation criteria. The interaction between compatible medicines includes mutual reinforcement and opposite, mutual restraint and detoxication, mutual assistance and inhibition according to ‘Shen Nong’s Herbal Classic’. Recently, the study on the compatibility by using differential proteomics has received certain attention. The proteomic study on Qi-Shen-Yi-Qi formula (QSYQ) has been well explained its compatibility mechanism [72]. QSYQ constituted by Panax notoginseng, Salvia miltiorrhiza, Astragalus membranaceus and Dalbergia odorifera, which are individually classified as monarch herb, minister herb, assistant herb and guide herb. The CHF exerts treating effects for ‘Qi-deficiency, blood stasis’ coronary heart disease. Studies were carried out on rats divided into the control, each medical herb alone, combined treatment groups, and myocardial infarction model group. The number of differentially regulated proteins of the four drugs was 17, 16, 15 and 15, respectively. These results indicated that effects of each drug had different emphasis in angiogenesis and reduced energy consumption, anti-oxidation and anti-adhesion, promotion of angiogenesis, promotion of microangiogenesis. Miao et al. [73] explored the effects of single herb Radix Scutellariae, Rhizoma Coptidis and their herbal pair in the liver tissue of rats. Total 78 proteins expressed differently were associated with drug metabolism, energy metabolism, signal transduction and cytoskeleton. These toxicity-related proteins showed a certain degree of difference among three groups, which provided a useful reference for future research. Differential proteomic analysis provides a fresh look at compatibility study of herbal pair. As to studies on TCM incompatibility, Yu [74] discovered the possible mechanism of the effects of glycyrrhizic acid and genkwanin on reducing or increasing toxicity, both of which are the active representative compounds of the incompatible herbal pair, Radix Glycyrrhiza and Flos Genkw, respectively. Two treatment groups had forty-six overlaps up-regulated proteins and seventy-nine down-regulated proteins, and these proteins regulated the pathways related to glycerophospholipid metabolism, virus infection, pathogenic bacteria infection and cell tight junctions.

Conclusion

Protein is the specific practitioner of life activities, the dynamic change shows the characteristic life activity in real time, which close to life phenomena and essence [3]. The differential proteome focuses on the different proteins with a certain implication under the changes caused by different states, and extracts distinction from the whole, and produces the aggressive propulsion effects in the exploration of various mechanisms behind the TCM theory. In recent years, several reports have applied differential proteomics in TCMs researches. Among them, studies on therapeutic mechanism of TCMs take the majority, understanding the role of TCMs in the treatment of cancer, cardiovascular diseases, diabetes and so on has been growing. Not only that, differential proteomics has other applications in the TCMs identification, mechanism study of toxicity, processing and compatibility theory.

Although proteomic techniques have been rapidly developed, the promotion of technologies have been limited by high cost. For its high separation efficiency, 2-DE remains the mainstream technique for protein separation. However, 2-DE has characteristics of low sensitivity, time-consuming and complex operation, unable to be directly combined with MS, likewise incomplete identification of protein species, etc. Furthermore, even with advanced quantitative proteomics techniques, researchers still face challenges. iTRAQ as an example, the difficulty lies in complex preparations processes of samples (A, protein extraction; B, preliminary quantitative analysis; C, enzyme digestion; D, labelling; E, balanced mix), dealing with a great deal of MS information of labelled digested peptide. In addition, as a good partner of differential proteomics, bioinformatics methods can mine useful information from the mass of data (protein location, function, enriched pathway, and interaction network) for predicting the signaling pathways.

Up to now, as the existing researches were preliminary and partial, and the information obtained through proteomics techniques was still limited, which could suggest potential mechanisms but in-depth theoretical study was not enough. Conjunction with other omics technologies to collect multi-level information of molecules (e.g. genes, metabolites, etc.) has become an inevitable trend. Besides those top-down approaches, bottom-up approaches help TCM studies become more accurate and concentrated [75]. For example, hypotheses can be proposed on the basis of data analysis through network pharmacology [76], and then it could be used for complementing, testing and verifying mutually with the results of differential proteomic to find out TCM mechanisms effectively.

Abbreviations

2D-DIGE:

two-dimension difference gel electrophoresis

2-DE:

two-dimensional gel electrophoresis

ACC:

Asini Corii Colla

ANBP:

Agrimonia pilosa, Nelumbo nucifera, Boswellia carteri, and Pollen Typhae

BHD:

Bu-Yang Huan-Wu Decoration

BM:

Bupleurum marginatum Wall.ex DC

CHF:

Chinese herbal formula

CHM:

Chinese herbal medicines

FZHY:

Fu-Zheng Hua-Yu Recipe

GHTT:

2-β-d-glucopyranosyloxy-1-hydroxytrideca-5,7,9,11-tetrayne

ICAT:

isotope coded affinity tag

IR:

ischemic–reperfusion

iTRAQ:

isobaric tags for relative and absolute quantification

JSP:

Jin-Kui Shen-Qi Pill

KYDS:

kidney-yang deficiency syndrome

LC–MS/MS:

liquid chromatography tandem mass spectrometry

MALDI-TOF–MS:

matrix-assisted laser desorption ionization time-of-flight mass spectrometry

MS:

mass spectrometry

NF3:

a modified formula composed of Radix Astragali and Radix Rehmanniae

NG:

notoginsengnosides

QSYQ:

Qi-Shen-Yi-Qi formula

RAS:

Radix Angelicae Sinensis

RC:

Rhizoma Corydalis

RL:

Radix Lithospermi

ROS:

reactive oxygen species

SAs:

salvianolic acids

SB:

salvianolic acid B

SEP:

Semen Euphorbiae Pulveratum

SILAC:

stable isotope labeling with amino acids in cell culture

SWATH:

sequential window acquisition of all theoretical mass spectra

T2DM:

type 2 diabetes mellitus

TCMs:

traditional Chinese medicines

TCPC:

Testudinis Carapacis ET Plastri Colla

TH:

Taeumjowi-tang

THSWD:

Tao-Hong Si-Wu Decoction

YCHT:

Yin-Chen-Hao-Tang

YDH:

Yin-deficiency-heat

YQYYHTQY:

Yi-Qi-Yang-Yin-Hua-Tan-Qu-Yu Recipe

ZDG:

Zhi-Bai Di-Huang Granule

References

  1. 1.

    Pandey A, Mann M. Proteomics to study genes and genomes. Nature. 2000;405:837–46.

  2. 2.

    Righetti PG, Castagna A, Antonucci F, Piubelli C, Cecconi D, Campostrini N, et al. The proteome: Anno Domini 2002. Clin Chem Lab Med. 2003;41:425–38.

  3. 3.

    Liu X, Guo DA. Application of proteomics in the mechanistic study of traditional Chinese medicine. Biochem Soc Trans. 2011;39:1348–52.

  4. 4.

    Lao YZ, Wang XY, Xu NH, Zhang HM, Xu HX. Application of proteomics to determine the mechanism of action of traditional Chinese medicine remedies. J Ethnopharmacol. 2014;155:1–8.

  5. 5.

    Ji Q, Zhu F, Liu X, Li Q, Su SB. Recent advance in applications of proteomics technologies on traditional Chinese medicine research. Evid Based Complement Altern Med. 2015;2015:983139.

  6. 6.

    Xie XB, Yin JQ, Wen LL, Gao ZH, Zou CY, Wang J, et al. Critical role of heat shock protein 27 in Bufalin-induced apoptosis in human osteosarcomas: a proteomic-based research. PLoS ONE. 2012;7:e47375.

  7. 7.

    Shiau JY, Yin SY, Chang SL, Hsu YJ, Chen KW, Kuo TF, et al. Mechanistic study of the phytocompound, 2-β-d-glucopyranosyloxy-1-hydroxytrideca-5,7,9,11-tetrayne in human T-cell acute lymphocytic leukemia cells by using combined differential proteomics and bioinformatics approaches. Evid Based Complement Altern Med. 2015;2015:475610.

  8. 8.

    Chou HC, Lu CH, Su YC, Lin LH, Yu HI, Chuang HH, et al. Proteomic analysis of honokiol-induced cytotoxicity in thyroid cancer cells. Life Sci. 2018;207:184–204.

  9. 9.

    Wang H, Ye Y, Pan SY, Zhu GY, Li YW, Fong DW, Yu ZL. Proteomic identification of proteins involved in the anticancer activities of oridonin in HepG2 cells. Phytomedicine. 2011;18:163–9.

  10. 10.

    Zhao J, Zhang M, He PC, Zhao JJ, Chen Y, Qi J, Wang Y. Proteomic analysis of oridonin-induced apoptosis in multiple myeloma cells. Mol Med Rep. 2017;15:1807–15.

  11. 11.

    Liu JS, He SC, Zhang ZL, Chen R, Fan L, Qiu GL, et al. Anticancer effects of β-elemene in gastric cancer cells and its potential underlying proteins: a proteomic study. Oncol Rep. 2014;32:2635–47.

  12. 12.

    Qi HY, Chen L, Ning L, Ma H, Jiang ZY, Fu Y, Li L. Proteomic analysis of β-asarone induced cytotoxicity in human glioblastoma U251 cells. J Pharm Biomed Anal. 2015;115:292–9.

  13. 13.

    Li FQ, Zhao DX, Yang SW, Wang J, Liu Q, Jin X, Wang W. ITRAQ-based proteomics analysis of triptolide on human A549 lung adenocarcinoma cells. Cell Physiol Biochem. 2018;45:917–34.

  14. 14.

    Li GQ, Xie BB, Li XL, Chen YH, Xu YH, Xu-Welliver M, Zou LJ. Downregulation of peroxiredoxin-1 by β-elemene enhances the radiosensitivity of lung adenocarcinoma xenografts. Oncol Rep. 2015;33:1427–33.

  15. 15.

    Yao Y, Wu WY, Guan SH, Jiang BH, Yang M, Chen XH, et al. Proteomic analysis of differential protein expression in rat platelets treated with notoginsengnosides. Phytomedicine. 2008;15:800–7.

  16. 16.

    Yao Y, Liu AH, Wu WY, Guan SH, Jiang BH, Yang M, et al. Possible target-related proteins of salvianolic acids in rat platelets. Phytochem Lett. 2008;1:135–8.

  17. 17.

    Ma C, Yao Y, Yue QX, Zhou XW, Yang PY, Wu WY, et al. Differential proteomic analysis of platelets suggested possible signal cascades network in platelets treated with salvianolic acid B. PLoS ONE. 2011;6:e14692.

  18. 18.

    De Roos B, Zhang XG, Rodriguez Gutierrez G, Wood S, Rucklidge GJ, Reid MD, et al. Anti-platelet effects of olive oil extract: in vitro functional and proteomic studies. Eur J Nutr. 2011;50:553–62.

  19. 19.

    Li CH, Chen C, Zhang Q, Tan CN, Hu YJ, Li P, et al. Differential proteomic analysis of platelets suggested target-related proteins in rabbit platelets treated with Rhizoma Corydalis. Pharm Biol. 2016;55:76–87.

  20. 20.

    Tan CN, Zhang Q, Li CH, Fan JJ, Yang FQ, Hu YJ, Hu G. Potential target-related proteins in rabbits platelets treated with active monomers dehydrocorydaline and canadine from Rhizoma corydalis. Phytomedicine. 2019;54:231–9.

  21. 21.

    Ruan L, Huang HS, Jin WX, Chen HM, Li XJ, Gong QJ. Tetrandrine attenuated cerebral ischemia/reperfusion injury and induced differential proteomic changes in a MCAO mice model using 2-D DIGE. Neurochem Res. 2013;38:1871–9.

  22. 22.

    Chen HJ, Shen YC, Shiao YJ, Liou KT, Hsu WH, Hsieh PH, et al. Multiplex brain proteomic analysis revealed the molecular therapeutic effects of Buyang Huanwu Decoction on cerebral ischemic stroke mice. PLoS ONE. 2015;10:e0140823.

  23. 23.

    Qi HY, Li L, Yu J, Chen L, Huang YL, Ning L, et al. Proteomic identification of Nrf2-mediated phase II enzymes critical for protection of Tao Hong Si Wu Decoction against oxygen glucose deprivation injury in PC12 cells. Evid Based Complement Altern Med. 2014;2014:945814.

  24. 24.

    Yue QX, Xie FB, Song XY, Wu WY, Jiang BH, Guan SH, et al. Proteomic studies on protective effects of salvianolic acids, notoginsengnosides and combination of salvianolic acids and notoginsengnosides against cardiac ischemic–reperfusion injury. J Ethnopharmacol. 2012;141:659–67.

  25. 25.

    Sun H, Zhang AH, Yan GL, Han Y, Sun WJ, Ye Y, Wang XJ. Proteomics study on the hepatoprotective effects of traditional Chinese medicine formulae Yin-Chen-Hao-Tang by a combination of two-dimensional polyacrylamide gel electrophoresis and matrix-assisted laser desorption/ionization-time of flight mass spectrometry. J Pharm Biomed Anal. 2013;75:173–9.

  26. 26.

    Xie HD, Tao YY, Lv J, Liu P, Liu CH. Proteomic analysis of the effect of Fuzheng Huayu Recipe on fibrotic liver in rats. Evid Based Complement Altern Med. 2013;2013:972863.

  27. 27.

    Dong S, Cai FF, Chen QL, Song YN, Sun Y, Wei B, et al. Chinese herbal formula Fuzheng Huayu alleviates CCl4-induced liver fibrosis in rats: a transcriptomic and proteomic analysis. Acta Pharmacol Sin. 2018;39:930–41.

  28. 28.

    Liu XJ, Shi Y, Hu YH, Luo K, Guo Y, Meng WW, et al. Bupleurum marginatum Wall.ex DC in liver fibrosis: pharmacological evaluation, differential proteomics, and network pharmacology. Front Pharmacol. 2018;9:524.

  29. 29.

    Hsiao CY, Hung CY, Tsai TH, Chak KF. A study of the wound healing mechanism of a traditional Chinese medicine, Angelica sinensis, using a proteomic approach. Evid Based Complement Altern Med. 2012;2012:467531.

  30. 30.

    Hsiao CY, Tsai TH, Chak KF. The molecular basis of wound healing processes induced by Lithospermi Radix: a proteomics and biochemical analysis. Evid Based Complement Altern Med. 2012;2012:508972.

  31. 31.

    Chen L, Hou Q, Zhou ZZ, Li MR, Zhong LZ, Deng XD, et al. Comparative proteomic analysis of the effect of the Four-Herb Chinese medicine ANBP on promoting mouse skin wound healing. Int J Low Extrem Wound. 2017;16:154–62.

  32. 32.

    Tam JCW, Ko CH, Zhang C, Wang H, Lau CP, Chan WY, et al. Comprehensive proteomic analysis of a Chinese 2-herb formula (Astragali Radix and Rehmanniae Radix) on mature endothelial cells. Proteomics. 2014;14:2089–103.

  33. 33.

    Zhao J, Cai CK, Xie M, Liu JN, Wang BZ. Investigation of the therapy targets of Yi-Qi-Yang-Yin-Hua-Tan-Qu-Yu recipe on type 2 diabetes by serum proteome labeled with iTRAQ. J Ethnopharmacol. 2018;224:1–14.

  34. 34.

    Zhang XY, Sun HD, Paul SK, Wang QH, Lou XM, Hou GX, et al. The serum protein responses to treatment with Xiaoke Pill and Glibenclamide in type 2 diabetes patients. Clin Proteomics. 2017;14:19.

  35. 35.

    Ku WC, Chang YL, Wu SF, Shih HN, Tzeng YM, Kuo HR, et al. A comparative proteomic study of secretomes in kaempferitrin-treated CTX TNA2 astrocytic cells. Phytomedicine. 2017;36:137–44.

  36. 36.

    Lian F, Wu HC, Sun ZG, Guo Y, Shi L, Xue MY. Effects of Liuwei Dihuang Granule on the outcomes of in vitro fertilization pre-embryo transfer in infertility women with Kidney-yin deficiency syndrome and the proteome expressions in the follicular fluid. Chin J Integr Med. 2014;20:503–9.

  37. 37.

    Zhang AH, Zhou XH, Zhao HW, Zou SY, Ma CW, Liu Q, et al. Metabolomics and proteomics technologies to explore the herbal preparation affecting metabolic disorders using high resolution mass spectrometry. Mol Biosyst. 2017;13:320–9.

  38. 38.

    Liu CM, Chen J, Yang S, Mao LG, Jiang TT, Tu HH, et al. The Chinese herbal formula Zhibai Dihuang Granule treat Yin-deficiency-heat syndrome rats by regulating the immune responses. J Ethnopharmacol. 2018;225:271–8.

  39. 39.

    Li RM, Zhao LL, Wu N, Wang RY, Cao X, Qiu XJ, Wang DS. Proteomic analysis allows for identifying targets of Yinchenwuling Powder in hyperlipidemic rats. J Ethnopharmacol. 2016;185:60–7.

  40. 40.

    Kim SW, Park TJ, Chaudhari HN, Choi JH, Choi JY, Kim YJ, et al. Hepatic proteome and its network response to supplementation of an anti-obesity herbal mixture in diet-induced obese mice. Biotechnol Bioprocess Eng. 2015;20:775–93.

  41. 41.

    Chen C, Hu Y, Dong XZ, Zhou XJ, Mu LH, Liu P. Proteomic analysis of the antidepressant effects of Shen–Zhi–Ling in depressed patients: identification of proteins associated with platelet activation and lipid metabolism. Cell Mol Neurobiol. 2018;38:1123–35.

  42. 42.

    Zhao P, Li JS, Yang LP, Li Y, Tian YG, Li SY. Integration of transcriptomics, proteomics, metabolomics and systems pharmacology data to reveal the therapeutic mechanism underlying Chinese herbal Bufei Yishen formula for the treatment of chronic obstructive pulmonary disease. Mol Med Rep. 2018;17:5247–57.

  43. 43.

    Zhang SD, Wang DS, Dong SW, Yang ZQ, Yan ZT. iTRAQ-based quantitative proteomic analysis reveals Bai-Hu-Tang enhances phagocytosis and cross-presentation against LPS fever in rabbit. J Ethnopharmacol. 2017;207:1–7.

  44. 44.

    Liu QX, Zhang W, Wang J, Hou W, Wang YP. A proteomic approach reveals the differential protein expression in Drosophila melanogaster treated with red ginseng extract (Panax ginseng). J Ginseng Res. 2018;42:343–51.

  45. 45.

    International Agency for Research on Cancer, World Health Organization. http://gco.iarc.fr/today/home. Accessed to the website in 2018.

  46. 46.

    Liu J, Wang S, Zhang Y, Fan HT, Lin HS. Traditional Chinese medicine and cancer: history, present situation, and development. Thorac Cancer. 2015;6:561–9.

  47. 47.

    Zhang Y, Liang Y, He C. Anticancer activities and mechanisms of heat-clearing and detoxicating traditional Chinese herbal medicine. Chin Med. 2017;12:20.

  48. 48.

    Liu Y, Yin HJ, Chen KJ. Platelet proteomics and its advanced application for research of blood stasis syndrome and activated blood circulation herbs of Chinese medicine. Sci China Life Sci. 2013;56:1000–6.

  49. 49.

    Bataller R, Brenner DA. Liver fibrosis. J Clin Invest. 2005;115:209–18.

  50. 50.

    Kobayashi S, Kawasaki Y, Takahashi T, Maeno H, Nomura M. Mechanisms for the anti-obesity actions of bofutsushosan in high-fat diet-fed obese mice. Chin Med. 2017;12:8.

  51. 51.

    Lim C, Lim S, Lee B, Kim B, Cho S. Effect of methanol extract of Salviae miltiorrhizae Radix in high-fat diet-induced hyperlipidemic mice. Chin Med. 2017;12:29.

  52. 52.

    Tang JF, Li WX, Zhang F, Li YH, Cao YJ, Zhao Y, et al. Discrimination of Radix Polygoni Multiflori from different geographical areas by UPLC-QTOF/MS combined with chemometrics. Chin Med. 2017;12:34.

  53. 53.

    Li YY, Di R, Hsu WL, Huang YQ, Cheung HY. Quality control of Lycium chinense and Lycium barbarum cortex (Digupi) by HPLC using kukoamines as markers. Chin Med. 2017;12:4.

  54. 54.

    Li CH, Chen C, Xia ZN, Yang FQ. Research progress of pharmacological activities and analytical methods for plant origin proteins. China J Chin Mater Med. 2015;40:2508–17.

  55. 55.

    Zhang SW, Lai XT, Li BF, Wu C, Wang SF, Chen XJ, et al. Application of differential proteomic analysis to authenticate Ophiocordyceps sinensis. Curr Microbiol. 2016;72:337–43.

  56. 56.

    Li CH. Analysis of proteins in three fungi traditional Chinese medicines by gel electrophoresis. Chongqing: Chongqing University; 2016.

  57. 57.

    Tong XX, Wang YX, Xue ZY, Chen L, Qiu Y, Cao J, et al. Proteomic identification of marker proteins and its application to authenticate Ophiocordyceps sinensis. 3 Biotech. 2018;8:246.

  58. 58.

    Zhang X, Liu Q, Zhou W, Li P, Alolga RN, Qi LW, Yin XJ. A comparative proteomic characterization and nutritional assessment of naturally- and artificially-cultivated Cordyceps sinensis. J Proteomics. 2018;181:24–35.

  59. 59.

    Li CH, Zuo HL, Chen C, Hu YJ, Qian ZM, Li WJ, et al. SDS-PAGE and 2-DE protein profiles of Ganoderma lucidum from different origins. Pak J Pharm Sci. 2018;31:447–54.

  60. 60.

    Fan JJ, Li CH, Hu G, Tan CN, Yang FQ, Chen H, Xia ZN. Comparative analysis of soluble proteins in four medicinal Aloe species by two-dimensional electrophoresis and MALDI-TOF-MS. J AOAC Int. 2019. https://doi.org/10.5740/jaoacint.18-0310.

  61. 61.

    Lum JH, Fung KL, Cheung PY, Wong MS, Lee CH, Kwok FS, et al. Proteome of Oriental ginseng Panax ginseng C. A. Meyer and the potential to use it as an identification tool. Proteomics. 2002;2:1123–30.

  62. 62.

    Hua YJ, Wang SN, Liu ZX, Liu XH, Zou LS, Gu W, et al. iTRAQ-based quantitative proteomic analysis of cultivated Pseudostellaria heterophylla and its wild-type. J Proteomics. 2016;139:13–25.

  63. 63.

    Zheng J. Analysis and identification of proteins in three gelatinous Chinese medicines. Jiangsu: Jiangsu University; 2017.

  64. 64.

    Li X, Shi F, Gong LP, Hang BJ, Li DY, Chi LL. Species-specific identification of collagen components in Colla corii asini using a nano-liquid chromatography tandem mass spectrometry proteomics approach. Int J Nanomed. 2017;12:4443–54.

  65. 65.

    Xu JY, Dai C, Shan JJ, Xie T, Xie HH, Wang MM, Yang G. Determination of the effect of Pinellia ternata (Thunb.) Breit. on nervous system development by proteomics. J Ethnopharmacol. 2018;213:221–9.

  66. 66.

    Li X, Li X, Lu J, Huang Y, Lv L, Luan Y, et al. Saikosaponins induced hepatotoxicity in mice via lipid metabolism dysregulation and oxidative stress: a proteomic study. BMC Complement Altern Med. 2017;17:219.

  67. 67.

    Wu X, Wang S, Lu J, Jing Y, Li M, Cao J, et al. Seeing the unseen of Chinese herbal medicine processing (Paozhi): advances in new perspectives. Chin Med. 2018;13:4.

  68. 68.

    Zhang Y, Wang Y, Li SJ, Zhang XT, Li WH, Luo SX, et al. ITRAQ-based quantitative proteomic analysis of processed Euphorbia lathyris L. for reducing the intestinal toxicity. Proteome Sci. 2018;16:8.

  69. 69.

    Jin MY. Study on differential proteomic and anti-fatigue activity of different processions of pilose antler. Beijing: Beijing University of Chinese Medicine; 2015.

  70. 70.

    Xu Y. Differential analysis of proteins in Bombyx batryticatus before and after processing. Jiangsu: Jiangsu University; 2016.

  71. 71.

    Fu ZR, Zhang L, Liu XB, Zhang YZ, Zhang QL, Li XM, et al. Comparative proteomic analysis of the sun- and freeze-dried earthworm Eisenia fetida with differentially thrombolytic activities. J Proteomics. 2013;83:1–14.

  72. 72.

    Hong CT. A comparative proteomic study to identify synergistic effects of active components from YI-SHEN-YI-QI formula. Zhejiang: Zhejiang University; 2010.

  73. 73.

    Miao Q, Zhao YY, Miao PP, Chen N, Yan XH, Guo CE, et al. Proteomics approach to analyze protein profiling related with ADME/Tox in rat treated with Scutellariae Radix and Coptidis Rhizoma as well as their compatibility. J Ethnopharmacol. 2015;173:241–50.

  74. 74.

    Yu JG. Basic research of TCM incompatibility of “Zao Ji Sui Yuan Ju Zhan Cao” biological mechanisms based on gut-gut microbiota and aquaporin proteins. Jiangsu: Nanjing University of Traditional Chinese Medicine; 2018.

  75. 75.

    Huang T, Zhong LLD, Lin CY, Zhao L, Ning ZW, Hu DD, et al. Approaches in studying the pharmacology of Chinese Medicine formulas: bottom-up, top-down-and meeting in the middle. Chin Med. 2018;13:15.

  76. 76.

    Zhang Y, Mao X, Su J, Geng Y, Guo R, Tang S, et al. A network pharmacology-based strategy deciphers the underlying molecular mechanisms of Qixuehe Capsule in the treatment of menstrual disorders. Chin Med. 2017;12:23.

Download references

Authors’ contributions

FY and JG conceived and designed the review, and revised the manuscript; YY drafted and revised the manuscript. All authors read and approved the final manuscript.

Acknowledgements

No applicable.

Competing interests

The authors declare that they have no competing interests.

Availability of data and materials

All data generated or analyzed during this review is included in published articles.

Consent for publication

Not applicable.

Ethics approval and consent to participate

Not applicable.

Funding

This work was supported by the National Natural Science Foundation of China (21275169). Supported by Opening Project of Zhejiang Provincial Preponderant and Characteristic Subject of Key University (Traditional Chinese Pharmacology), Zhejiang Chinese Medical University (No. ZYAOX2018015).

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Author information

Correspondence to Feng-Qing Yang or Jian-Li Gao.

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Keywords

  • Differential proteomics
  • Traditional Chinese medicines
  • Action mechanisms
  • Identification