- Open Access
Metabolomic profiles of myocardial ischemia under treatment with salvianolic acid B
Chinese Medicinevolume 7, Article number: 6 (2012)
Radix Salvia miltiorrhiza (Danshen) has been used as a principal herb in treating cardiovascular diseases in Chinese medicine. Salvianolic acid B (SA-B), a water-soluble active component of Danshen, was found to have anti-myocardial ischemia (anti-MI) effect. This study aims to investigate mechanisms of SA-B on MI.
Five conventional Western medicines (isosorbide dinitrate, verapamil, propranolol, captopril and trimethazine) with different mechanisms for treating cardiovascular diseases were selected as positive references to compare with SA-B in changing of the metabolomic profiles in MI rats under treatment. Potential mechanisms of SA-B were further investigated in H9C2 cell line.
The metabolomic profiles between SA-B- and propranolol-treated MI rats were similar, since there was a big overlap between the two groups in the PLS-DA score plot. Finally, it was demonstrated that SA-B exhibited a protective effect on MI mainly by decreasing the concentration of cyclic adenosine monophosphate (cAMP) and Ca2+ and inhibiting protein kinase A (PKA).
SA-B and propanolol exhibited similar metabolomic profiles, indicating that the two drugs might have a similar mechanism.
Myocardial ischemia (MI) is characterized by ischemia in the heart muscle. It is the most common cause of death, and a major reason for hospital admissions . In MI, β-adrenoceptor is generally activated. Noradrenaline binds to β-adrenoceptor to activate GS protein. Then, adenylate cyclase (AC) is activated by GS protein, which makes adenosine triphosphate (ATP) to be cyclic adenosine monophosphate (cAMP). cAMP in turn activates the cAMP-dependent protein kinase A (PKA). This kinase phosphorylates several proteins related to excitation-contraction coupling, such as L-type Ca2+ channel and phospholamban. The phosphorylation of L-type Ca2+ channel causes the Ca2+ influx, leading to stronger muscle contraction. The phosphorylation of phospholamban accelerates Ca2+ uptake into the sarcoplasmic reticulum, increasing the rate and extent of muscle relaxation [2, 3].
β-adrenergic blockers such as propranolol  could inhibit the activation of β-adrenoceptor and decrease the concentration levels of cAMP, PKA and Ca2+, leading to slow heart rate, decreased myocardial contractility, reduced cardiac output, and decreased myocardial oxygen consumption. Besides, Western medicines with other mechanisms of action, such as isosorbide dinitrate (a vasodilator), verapamil (a calcium antagonist), captopril (an angiotensin converting enzyme inhibitor) and trimethazine (a fatty acid oxidation inhibitor), are also commonly used in the prevention and treatment of MI.
In recent years, radix salvia miltiorrhiza (Danshen) is also widely used in Chinese medicine for the treatment of cardiovascular diseases . Danshen preparations in China medicine, including Compound Danshen Tablet, Compound Danshen Dripping Pill and Compound Danshen Granule [6–8] have been developed with interest from pharmaceutical industry.
Lam et al. [9, 10] found that the dilator action of Danshen on rat femoral artery was primarily produced by the inhibition of Ca2+ influx in the vascular smooth muscle cells. Kim et al.  found that Danshen could activate the endothelial nitric oxide synthase to induce vasodilation and reduce blood pressure. However, there is no final conclusion about mechanisms of Danshen. Thus, most scientists hope to increase understanding of mechanisms of Danshen by analyzing active components of Danshen. Presently, many active components have been isolated and identified in Danshen, such as tanshinone IIA, and salvianolic acid B (SA-B) [12–14].
SA-B, a water-soluble active component of Danshen, is effective for the protection of heart from ischemia . Several possible cardio-protective effects were proposed, including augmenting vascular endothelial growth factor (VEGF) expression, promoting angiogenesis, recovering the normal expressions of sarco/endoplasmic reticulum ATPase 2a and phospholamban, and inhibiting the activation of platelet during myocardial ischemia and reperfusion [16–20].
Metabolomics is an emerging technique in the field of "omics" research and it is the systematic study of metabolites and its profile in a biological matrix, such as a cell, organ or organism [21, 22]. It aims to pinpoint interesting metabolites that are related to disease or drug treatment. Verhoeckx et al.  successfully integrated the transcriptomic, proteomic and metabolomic techniques to characterize inflammatory modulators on the basis of their biological responses. Zilpaterol, a compound originally developed as a β2-agonist but later specifically introduced as a growth-promoting agent, showed a pattern of mRNA and lipid expression almost identical to that showed by clenbuterol and salbutamol, β2-agonists. In the same way, anti-MI drugs may be categorized into classes based on their mechanisms of action.
In this study, metabolomic approach was used to explore potential mechanisms of SA-B by comparing with five Western medicines (isosorbide dinitrate, verapamil, propranolol, captopril and trimethazine) conventionally used for the treatment of cardiovascular diseases.
HPLC grade acetonitrile was purchased from JT Baker (NJ, USA). Spectroscopic grade formic acid, leucine enkephalin, dimethyl sulfoxide (DMSO) and 3-(4, 5-dimethylthiazol-2-yl)-2, 5-diphenyltetrazolium bromide were purchased from Sigma/Aldrich (MO, USA). Distilled water was purified "in-house" using a Milli-Q20 system Millipore (MA, USA). SA-B was purchased from the National Institute for the Control of Pharmaceutical and Biological Products (Beijing, China). Isosorbide dinitrate was purchased from Forward Co., Ltd (Shanghai, China). Verapamil was purchased from Shanghai Pharmaceutical (Group) Co., Ltd (Shanghai, China). Propranolol was purchased from Shanghai Xinpashi Pharmaceutical Co., Ltd (Shanghai, China). Captopril was purchased from Shanghai Hengshan Pharmaceutical Factory (Shanghai, China). Trimethazine was purchased from Servier Pharmaceutical Factory (Tianjin, China). Fluo3/AM was purchased from Dojindo Laboratory (Tokyo, Japan). cAMP-Glo™ Assay and PepTag® Non-Radio cAMP-Dependent Protein Kinase Assay were purchased from Promega (Madison, USA).
Animals and drug administration
Fifty male Sprague-Dawley rats (185-215 g) were purchased from the Slac Laboratory Animal Co., Ltd (Shanghai, China). The animals were housed in stainless steel metabolic cages under controlled conditions of humidity (40-60%), temperature (23-27°C), and a 12 h light-dark cycle. They were allowed free access to food and tap water. MI model was induced by left anterior descending coronary artery ligation . The sham group rats were given no ligation. Electrocardiograms (ECG) were recorded by MPA 2000 Bio-signal Analysis System (Alcott Biotech Co. Ltd., Shanghai, China) to ascertain that the induction of MI was successful. Among 42 MI rats, 36 were arbitrarily selected and divided into six treatment groups (n = 6): SA-B (20 mg/kg/d), isosorbide dinitrate (3 mg/kg/d), verapamil (6 mg/kg/d), propranolol (20 mg/kg/d), captopril (4 mg/kg/d) and trimethazine (6 mg/kg/d). In sham (n = 6) and MI (n = 6) groups, rats were received 0.2 mL of saline each time. Drugs were weighed and crushed into fine powder, which were orally administrated to rats with saline for 7 days after modeling. Rats were fasted overnight but with free access to water before their first administration. Blood samples were collected from ophthalmic venous plexus on the ninth day. The experiment was carried out in accordance with the guidelines of the Committee on the Care and Use of Laboratory Animals of the Institute of Laboratory Animal Resources of Shanghai, China. The Animal Care and Use Committee of Second Military Medical University also approved the study protocol.
The H9C2 cell line (Catalog No. GNR 5) was obtained from the Cell Bank of the Chinese Academy of Sciences and maintained in Dulbecco's Modified Eagle's Medium (DMEM; GIBCO, Paisley, UK) containing 10% fetal bovine serum (FBS), penicillin-G (100 U/mL) and streptomycin (100 U/mL), and incubated in a humidified CO2 incubator (Sanyo, Japan) at 37°C with 5% CO2. The cells were seeded at a density of 1 × 104/well in a 96-well plate, and cultured for 12 h for adherence. Cells were pre-treated with propranolol (0.01 mg/mL) or SA-B at concentrations of 0.001, 0.01 and 0.1 mg/mL for 2 h, and the cells were incubated in a Tri-Gas/CO2 incubator (Sanyo, Japan) at 37°C with 5% CO2 and 95% N2 which was anoxic circumstance for 24 h. The cells were incubated in a humidified CO2 incubator (Sanyo, Japan) at 37°C with 5% CO2 as a control group. Ca2+, cAMP and PKA in the cells were measured. SA-B and propranolol were dissolved in DMSO. Appropriate amount of DMSO was also added to control media so that the same final concentration of DMSO (less than 0.1%) can be kept in all groups.
A blood sample (1 mL) from each rat was collected and kept in 2.5 mL heparin-coated tubes. These samples were centrifuged at 2789.1 × g for 10 min at 4°C, and the supernatants were collected. Acetonitrile (300 μL) was added to the supernatant (100 μL). The mixture was shaken vigorously for 30 s and centrifuged at 9562.5 × g for 10 min at 4°C. After centrifugation, the supernatant was analyzed on an ACQUITY™ UPLC system coupled to a Micromass Q-Tof Micro™ (Waters MS Technologies, Manchester, UK) equipped with an electrospray ionization source. A 2.1 mm i.d. × 100 mm ACQUITY™ 1.7 μm column (Waters, Milford, MA, USA) was used. The column was maintained at 45°C. Mobile phase A was formic acid (0.1%) in water; mobile phase B was formic acid (0.1%) in acetonitrile; injection volume was 5 μL; flow rate was 400 μL/min. The gradient duration program was: 0-1.5 min, 5% of B; 1.5-9 min, 5-100% of B; 9-14 min wash with 100% of B; and a 3 min recycle time. The parameters of mass detection were: desolvation gas at 400 L/h; cone gas at 20 L/h; desolvation temperature at 250°C; source temperature at 100°C; capillary voltage at 3000 V; cone voltage at 30 V; collision energy at 5 eV, while it was set at 20 eV in MS/MS mode to identify potential biomarkers. The data acquisition rate was set as 0.4 s, with 0.1 s inter-scan delay. Lock spray was used to calibrate accuracy of mass. Leucine enkephalin was used as the lock mass (m/z 556.2771 in the positive mode, and 554.2615 in the negative mode). Data were collected in the continuum mode and averaged over 10 scans. The lock spray frequency was set at 10 s. Full scan mass range of 50-1000 m/z was acquired.
Cell viability was assessed by the MTT assay . The cells were treated with SA-B at concentrations of 0.0001, 0.001, 0.01 and 0.1 mg/mL for 24 h. Then, the optical density (OD) values of samples were measured using a microplate reader (Thermo Lab systems, Shanghai, China) at 570 nm (630 nm as a reference).
Measurement of calcium
The Ca2+-sensitive was detected by dyeing with fluo-3/AM . The changes of Ca2+ in cells were examined by flow cytometry (BD Biosciences, USA).
Measurement of cAMP
The cAMP-Glo™ assay was used to monitor changes in cAMP concentrations . The luminescence was measured by the plate-reading luminometer (Thermo Lab systems, Shanghai, China).
Determination of PKA activity
The activity of PKA was detected by non-radioactive PepTag PKA assay kit (Promega, Madison, USA) with dye-labeled Kemptide as substrate according to the manufacturer's protocol . The cells were first homogenized in a cold PKA extraction buffer. After centrifugation, the supernatants were collected for the determination.
The spectral data were exported by Micromass MarkerLynx™ applications manager version 4.1 software (Waters Corporation, Milford, MA, USA). The raw data of each sample was normalized to total area to correct for the MS response shift from the first injection to the last injection due to the long duration, overnight or longer, of an LC-MS analysis. The sum of the ion peak area within each sample was set at 10,000. After processing, partial least squares discriminant analysis (PLS-DA) was used for analysis of metabolite profiles, which was performed by the SIMCA-P software version 11 (Umetrics AB, Umeå, Sweden). In cell culture, each assay was performed in triplicate and repeated three times. The data were expressed as mean ± standard deviation (SD). The significance was tested by one-way analyses of variance (ANOVA) of the SPSS 13.0 for Windows (SPSS Inc., Chicago, IL, USA), followed by the Duncan post hoc test. P values less than 0.05 were considered significant.
Results and discussion
This study aims to investigate mechanisms of SA-B on MI. Firstly, metabolomics in combination with multivariate statistical analysis was used to display potential mechanisms of SA-B by comparing with five Western medicines (isosorbide dinitrate, verapamil, propranolol, captopril and trimethazine) conventionally used for the treatment of cardiovascular diseases. Secondly, the potential mechanisms of SA-B suggested by the metabolomic study were further investigated in H9C2 cell line.
In our previous study , a total of 2700 ions were detected in metabolic profile of rats; 160 out of 2700 ions were significantly changed in MI rats as compared with sham rats; 22 out of 160 ions were identified as biomarkers of MI, including 15(S)-HETE, 2',3'-Cyclic AMP, dihydrosphingosine, 5-phosphoribosylamine, phytosphingosine, L-isoleucyl-L-proline, 2',3'-Cyclic GMP, 1-phenylethylamine, thromboxane B2, xanthine, hypoxanthine, inosine, L-homoserine, carnosine, allantoin, L-valine, L-phenylalanine, dihydrobiopterin, 2-oxoisocaproic acid, L-isoleucine, L-tryptophan and glyceraldehydes. In addition, SA-B was also found to be effective for treating MI . The present study revealed the anti-MI effect of SA-B in more detail.
Anti-myocardial ischemia effect of SA-B
PLS-DA model  was built based on the significantly changed ions (Top 160) observed in MI to evaluate the protective effects of SA-B on MI. The PLS-DA score plot (Figure 1A) showed that sham, MI and SA-B-treated rats were classified, and the SA-B-treated rats were much closer to the sham rats than the MI rats, suggesting that SA-B had a positive impact on repairing the abnormal metabolic profiles induced by MI. To validate the result statistically, the PLS-DA model was validated by permutation test (n = 100) (Figure 1B). Generally, Q2-intercept in permutation test should be less than 0.05. The intercept value of Q2 for this model was -0.315, which meant no overfitting.
The mean levels of 22 identified MI biomarkers in SA-B-treated rats were calculated to further evaluate the regulations of SA-B. As shown in Table 1, levels of 18 biomarkers in SA-B-treated rats were statistically reversed by compared with those in MI rats (P < 0.05, SA-B-treated groups versus MI group) . The result indicated that SA-B could regulate the abnormal metabolites induced by MI.
Potential mechanisms of SA-B
In order to investigate the mechanisms of SA-B, we selected five Western medicines (isosorbide dinitrate, verapamil, propranolol, captopril and trimethazine) with different mechanisms for treating MI as positive references. PLS-DA model  was established based on the global metabolomic profile of MI rats to compare the influences of SA-B and five Western medicines. The PLS-DA score plot (Figure 2) showed five Western medicine-treated groups were separated and the SA-B-treated group overlapped with the propranolol-treated group (each symbol in the plot represents a sample), indicating that the metabolomic profile of SA-B-treated rats was similar with that of propranolol-treated rats. Model validation with permutation test (n = 100) generated intercepts of Q2 = -0.301, which suggested there was no overfitting. The result indicated that SA-B and propanolol might have a similar mechanism in treating MI, since the drugs with the same mechanism showed similar effects on the metabolomic profile .
By monitoring the changes of the 22 biomarkers after administration, the regulations of SA-B and propranolol were further compared. As aforementioned, 18 biomarkers were regulated by SA-B (P < 0.05, SA-B-treated group versus MI group) (Table 1). Herein, we found that levels of 21 biomarkers were reversed in propranolol-treated rats by compared with those in MI rats (P < 0.05, propranolol-treated group versus MI group) (Table 1) . The results further suggested that SA-B and propranolol had similar regulations on biomarkers of MI rats, indicating they might have a similar mechanism.
Validation of mechanisms of SA-B in H2C2 cell line
As aforementioned, propranolol  could inhibit the activation of β-adrenoceptor and decrease the concentration levels of cAMP, PKA and Ca2+, leading to slow heart rate, decreased myocardial contractility, reduced cardiac output, and decreased myocardial oxygen consumption. In order to prove the propranolol-like effect of SA-B, we tested whether SA-B could block β-adrenoceptor directly. Unfortunately, specific binding of SA-B to β-adrenoceptor was not found in our early study (not published). In this study, we focused on the influences of SA-B and propranolol on the downstream regulation in β-adrenoceptor signaling pathway. The effects of SA-B on the levels of on cAMP, PKA and Ca2+ in cells were investigated by H9C2 cell line, which is a commercially available myogenic cell line derived from embryonic rat heart ventricle  and is widely accepted as a substitute for rat cardiomyocyte in in vitro study .
The viability of H9C2 cells was not affected significantly by pretreatment with SA-B up to 0.1 mg/mL for 24 h (Figure 3), indicating that SA-B did not cause damage to H9C2 cells. The results of Ca2+, cAMP and PKA assays showed that SA-B significantly decreased Ca2+ concentration in anoxic H9C2 cells (Figure 4). We suggested that SA-B might have a strong effect on the regulation of Ca2+ concentration even at a very low dosage (0.001 mg/mL). We also found that both SA-B and proprannolol significantly inhibited the increased levels of cAMP induced by anoxia (Figure 5). SA-B decreased cAMP concentration in a concentration-dependent manner. As shown in Figure 6, PKA activity was increased in anoxic cells, but significantly decreased by SA-B and proprannolol treatment. In addition, there was also no significant difference among these three SA-B-treated groups. These results showed that SA-B could decrease the concentration of Ca2+ and inhibit the activation of PKA induced by anoxia at a very low dosage (0.001 mg/mL), but required a high dosage (0.1 mg/mL) to decrease the concentration of cAMP. The cell experiments demonstrated that SA-B had a similar role in regulation of concentrations of Ca2+, cAMP and activity of PKA as proprannolol.
Our previous studies suggested that the metabolomic profile was changed in MI rats , and SA-B could reverse the levels of most MI biomarkers . The present study indicated that SA-B- and propanolol-treated rats had similar metabolomic profiles, which suggested that the two drugs might have a similar mechanism in treating MI, since the drugs with the same mechanism showed similar effects on the metabolomic profile. The hypothesis that SA-B and propranolol had a similar mechanism in treating MI was supported by these experiments. Although no evidence showed that SA-B could block β-adrenoceptor directly, the cell experiments demonstrated that SA-B showed a similar role in regulation of concentrations of Ca2+, cAMP and activity of PKA as proprannolol. While the drug action of the metabolites of SA-B is still under investigation, our results suggest that metabolomics is a good analytical method for understanding mechanisms of SA-B.
SA-B is a water-soluble active component of Danshen, and is potentially effective for the protection of heart from ischemia-reperfusion. Metabolomic results showed that SA-B and propranolol had similar effects on metabolic profiles of MI rats. The cell experiments demonstrated that SA-B had protective effects on MI mainly by decreasing Ca2+ and cAMP and inhibiting the activation of PKA. This study indicates that SA-B and propanolol might have a similar mechanism in treating MI.
cyclic adenosine monophosphate
protein kinase A
salvianolic acid B
vascular endothelial growth factor
Dulbecco's Modified Eagle's Medium
fetal bovine serum
optical density value
partial least squares discriminant analysis
one-way analyses of variance.
World Health Organization: Department of Health Statistics and Informatics in the Information, Evidence and Research Cluster. 2004, The global burden of disease 2004 update. Geneva: WHO
Gao Y, Gao G, Long C, Han S, Zu P, Fang L, Li J: Enhanced phosphorylation of cyclic AMP response element binding protein in the brain of mice following repetitive hypoxic exposureal. Biochem Biophys Res Commun. 2006, 340: 661-667. 10.1016/j.bbrc.2005.12.064.
Leineweber K, Böhm M, Heusch G: Cyclic adenosine monophosphate in acute myocardial infarction with heart failure: slayer or savior?. Circulation. 2006, 114: 365-367. 10.1161/CIRCULATIONAHA.106.642132.
Chakraborti S, Das S, Kar P, Ghosh B, Samanta K, Kolley S, Ghosh S, Roy S, Chakraborti T: Calcium signaling phenomena in heart diseases: a perspective. Mol Cell Biochem. 2007, 29: l-40.
Lin TH, Hsieh CL: Pharmacological effects of Salvia miltiorrhiza (Danshen) on cerebral infarction. Chin Med. 2010, 5: 2-10.1186/1749-8546-5-2.
Davidson P, Hancock K, Leung D, Ang E, Chang E, Thompson DR, Daly J: Traditional Chinese medicine and heart disease: what does Western medicine and nursing science know about it?. Eur J Cardiovasc Nurs. 2003, 2: 171-181. 10.1016/S1474-5151(03)00057-4.
Editorial Committee of Pharmacopoeia of Ministry of Health P.R. China: The Pharmacopoeia of People's Republic of China. 2010, Chinese Medical Science and Technology Press, Beijing, year 2010
Lu YH, Liu XR, Liang X, Xiang L, Zhang WD: Metabolomic strategy to study therapeutic and synergistic effects of tanshinone IIA, salvianolic acid B and ginsenoside Rb1 in myocardial ischemia rats. J Ethnopharmacol. 2011, 134: 45-49. 10.1016/j.jep.2010.11.048.
Lam FF, Yeung JH, Cheung JH: Mechanisms of the dilator action of Danshen (Salvia miltiorrhiza) on rat isolated femoral artery. J Cardiovasc Pharmacol. 2005, 46: 361-368. 10.1097/01.fjc.0000175439.94906.e9.
Lam FF, Yeung JH, Cheung JH, Or PM: Pharmacological evidence for calcium channel inhibition by danshen (Salvia miltiorrhiza) on rat isolated femoral artery. J Cardiovasc Pharmacol. 2006, 47: 139-145. 10.1097/01.fjc.0000197540.12685.ce.
Kim DD, Sánchez FA, Durán RG, Kanetaka T, Durán WN: Endothelial nitric oxide synthase is a molecular vascular target for the Chinese herb Danshen in hypertension. Am J Physiol Heart Circ Physiol. 2007, 292: H2131-H2137. 10.1152/ajpheart.01027.2006.
Chen Y, Duan G, Xie M, Chen B, Li Y: Infrared-assisted extraction coupled with high-performance liquid chromatography for simultaneous determination of eight active compounds in Radix Salviae miltiorrhizae. J Sep Sci. 2010, 33: 2888-2897. 10.1002/jssc.201000234.
Sun Y, Zhu H, Wang J, Liu Z, Bi J: Isolation and purification of salvianolic acid A and salvianolic acid B from Salvia miltiorrhiza by high-speed counter-current chromatography and comparison of their antioxidant activity. J Chromatogr B Analyt Technol Biomed Life Sci. 2009, 877: 733-737. 10.1016/j.jchromb.2009.02.013.
Zhao J, Lou J, Mou Y, Li P, Wu J, Zhou L: Diterpenoid tanshinones and phenolic acids from cultured hairy roots of Salvia miltiorrhiza Bunge and their antimicrobial activities. Molecules. 2011, 16: 2259-2267. 10.3390/molecules16032259.
Feng LX, Jing CJ, Tang KL, Tao L, Cao ZW, Wu WY, Guan SH, Jiang BH, Yang M, Liu X, Guo DA: Clarifying the signal network of salvianolic acid B using proteomic assay and bioinformatic analysis. Proteomics. 2011, 11: 1473-1485. 10.1002/pmic.201000482.
Fu J, Huang H, Liu J, Pi R, Chen J, Liu P: Tanshinone IIA protects cardiac myocytes against oxidative stress-triggered damage and apoptosis. Eur J Pharmacol. 2007, 568: 213-221. 10.1016/j.ejphar.2007.04.031.
He HB, Yang XZ, Shi MQ, Zeng XW, Wu LM, Li LD: Comparison of cardioprotective effects of salvianolic acid B and benazepril on large myocardial infarction in rats. Pharmacol Rep. 2008, 60: 369-381.
Wang Z, Li M, Wu WK, Tan HM, Geng DF: Ginsenoside Rb1 preconditioning protects against myocardial infarction after regional ischemia and reperfusion by activation of phosphatidylinositol-3-kinase signal transduction. Cardiovasc Drugs Ther. 2008, 22: 443-452. 10.1007/s10557-008-6129-4.
Xu W, Yang J, Wu LM: Cardioprotective effects of tanshinone IIA on myocardial ischemia injury in rats. Pharmazie. 2009, 64: 332-336.
Yang FG, Zhang AY, Chen ZY, Lian ZX, Liu GX, Dong GX: Effects of salvianolic acid B on cardiovascular endothelial cells and platelet activation in a rabbit model of ischemia-reperfusion. Zhong Xi Yi Jie He Xue Bao. 2008, 6: 1250-1254. 10.3736/jcim20081208.
Nicholson JK, Lindon JC, Holmes E: 'Metabonomics': understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data. Xenobiotica. 1999, 29: 1181-1118. 10.1080/004982599238047.
Slupsky CM, Steed H, Wells TH, Dabbs K, Schepansky A, Capstick V, Faught W, Sawyer MB: Urine metabolite analysis offers potential early diagnosis of ovarian and breast cancers. Clin Cancer Res. 2010, 16: 5835-5841. 10.1158/1078-0432.CCR-10-1434.
Verhoeckx KC, Bijlsma S, Jespersen S, Ramaker R, Verheij ER, Witkamp RF, van der Greef J, Rodenburg RJ: Characterization of anti-inflammatory compounds using transcriptomics, proteomics, and metabolomics in combination with multivariate data analysis. Int Immunopharmacol. 2004, 4: 1499-1514. 10.1016/j.intimp.2004.07.008.
Ytrehus K: Models of myocardial ischemia. Drug Discov Today Dis Models. 2006, 3: 263-271. 10.1016/j.ddmod.2006.10.013.
Mosmann T: Rapid colorimetric assay for cellular growth and survival: application to proliferation and cytotoxicity assays. J Immunol Methods. 1983, 65: 55-63. 10.1016/0022-1759(83)90303-4.
Bradley KN, Craig JW, Muir TC, McCarron JG: The sarcoplasmic reticulum and sarcolemma together form a passive Ca2+ trap in colonic smooth muscle. Cell Calcium. 2004, 36: 29-41. 10.1016/j.ceca.2003.11.008.
Kumar M, Hsiao K, Vidugiriene J, Goueli SA: A bioluminescent-based, HTS-compatible assay to monitor G-protein-coupled receptor modulation of cellular cyclic AMP. Assay Drug Dev Technol. 2007, 5: 237-245. 10.1089/adt.2006.055.
Saudohar M, Bencina M, van de Vondervoort PJ, Panneman H, Legisa M, Visser J, Ruijter GJ: Cyclic AMP-dependent protein kinase is involved in morphogenesis of Aspergillus niger. Microbiology. 2002, 148: 2635-2645.
Lv YH, Liu XR, Yan SK, Liang X, Yang Y, Dai WX, Zhang WD: Metabolomic study of myocardial ischemia and intervention effects of Compound Danshen Tablets in rats using ultra-performance liquid chromatography/quadrupole time-of-flight mass spectrometry. J Pharm Biomed Anal. 2010, 52: 129-135. 10.1016/j.jpba.2009.12.016.
Kimes BW, Brandt BL: Properties of a clonal muscle cell line from rat heart. Exp Cell Res. 1976, 98: 367-381. 10.1016/0014-4827(76)90447-X.
Zhou L, Ma W, Yang Z, Zhang F, Lu L, Ding Z, Ding B, Ha T, Gao X, Li C: VEGF165 and angiopoietin-1 decreased myocardium infarct size through phosphatidylinositol-3 kinase and Bcl-2 pathways. Gene Ther. 2005, 12: 196-202. 10.1038/sj.gt.3302416.
The work was supported by program NCET Foundation, NSFC (30725045), the Special Program for New Drug Innovation of the Ministry of Science and Technology, China (2009ZX09311-001, 2008ZX09308-005), Shanghai Leading Academic Discipline Project (B906) and in part by the Scientific Foundation of Shanghai China (09DZ1975700, 09DZ1971500).
The authors declare that they have no competing interests.
YHL, YZ, TJL and WDZ designed the study. YHL conducted the metabolomic study and wrote the manuscript. YZ assisted in the cell experiments and in writing the manuscript. XRL and XL assisted in writing the manuscript. SMN, TJL and WDZ amended the manuscript. All authors read and approved the final manuscript.