Abstract
Background
Silver nanoparticles (AgNPs) are widely used in the medical field, including cardiovascular. However, limited research has investigated the effect of AgNPs on the protection of myocardial infarction (MI).
Objectives
Isoproterenol (Iso)-induced MI and the cardiac protection offered by AgNPs were investigated in the present study. Additionally, we characterized the profile of Ag in the form of nanoparticles.
Methods
Twenty-four male Wistar rats were randomly divided into four groups as follows: normal, Iso, Iso + AgNO3, and Iso + AgNP groups. AgNPs and silver ion (AgNO3) were administered intraperitoneally at 2.5 mg/kg BW for 14 days. Iso induction was performed using two doses of 85 mg/kg BW given subcutaneously on days 13 and 14. Blood and cardiac tissue samples were taken 24 h after the last dose of Iso and checked for Creatine Kinase-MB (CK-MB), lactate dehydrogenase in plasma along with oxidative stress parameters, mitochondria biogenesis markers, and inflammation representative genes in cardiac tissue. Additionally, we analyzed the histopathological features in cardiac tissue.
Results
The silver was confirmed in the form of nanoparticles by its size at intervals of 8.72–37.84 nm. Both AgNO3 and AgNPs showed similar cardioprotective effects, as shown by the decrease in biochemical markers of cardiac toxicity, namely, CK-MB. Additionally, AgNPs group have better efficacy compared with AgNO3 group in ameliorating Iso-mediated oxidative stress production, as evidenced by the significant decrease in malondialdehyde level and increased superoxide dismutase activity (P < 0.0001 and P < 0.01, respectively) in cardiac tissue compared with the Iso group. Mechanistically, AgNPs, but not AgNO3, enhanced the expression levels of mitochondrial transcription factor A and peroxisome proliferator-activated receptor-gamma coactivator 1-alpha in post-MI heart and reduced the protein expression of nuclear factor-kappa B (NF-κB) assessed by western blot analysis. Furthermore, these results were confirmed with the histopathological evaluation of cardiac tissue. Nevertheless, pretreatment with either AgNO3 or AgNPs improved the aspartate aminotransferase level.
Conclusion
These results suggested that AgNPs have more superior cardioprotective effect compared with AgNO3 against Iso-induced MI, at least in part through amelioration of NF-κB expression level induced by oxidative stress overproduction.
Keywords: myocardial infarction, isoproterenol, silver nanopaiticles, mitochondrial dysfunction, oxidative stress, inflammation
Introduction
Nanotechnology is a promising technology with potential advantages in treating and preventing disease. Among the metal nanoparticles, silver nanoparticles (AgNPs) is the most widely used nanoparticle in biomedical-related products because of their broad-spectrum antimicrobial activity (1). Recently, AgNPs have been reported to have antioxidant activity (2–4) in which the antioxidant/pro-oxidant balance of AgNPs was influenced by the coating agent used for the preparation of AgNPs (4). Of note, AgNPs also showed anti-inflammatory property (3, 5, 6) by inducing M1 macrophage apoptosis and M1-to-M2 macrophage repolarization (6). Several in vivo studies have been reporting a promising result of AgNPs for the treatment of inflammatory disease, such as for neuropathy in diabetic rats (3), dextran sodium sulfate-induced colitis in mice (5), streptozotocin-induced hepatotoxicity in rats (7), diethyl nitrosamine-induced hepatocarcinogenesis in mice (8), alloxan-induced diabetes in mice (9), and collagen-induced rheumatoid arthritis in mice (6). Contrary to their therapeutic effects, there were some established toxicology issues in the use of AgNPs, such as cytotoxicity, mitochondrial dysfunction, autophagy, immunological response, and even cell death (10–12). Therefore, it remains challenging to find a new formulation of AgNPs with minimal side effects.
Myocardial infarction (MI) still remains the most common cardiovascular disease that contributes to the highest mortality rate in the world (13). Inflammatory response plays a pivotal role in MI progression. Of note, reactive oxygen species (ROS) production has been known to induce NF-κB-mediated MI inflammation (14, 15). However, there is no established drug that may prevent excessive ROS production and inflammation, and thus further protect MI development (16).
Isoproterenol (Iso)-induced MI is a well-known model for studying the pathophysiology of myocardial ischemia. Iso is an adrenergic agent that stimulates heart rate and contractility, thus, increasing myocardial oxygen consumption (17, 18). The excessive increase of heart stimulation may lead to ischemia and consequently causing MI. During ischemia and infarction, myocytes undergo anaerobic metabolism with less ATP production that can harm membrane integrity leading to calcium overload and myocardial dysfunction (19). Abrupt oxygen supply after ischemia insult often generates radical oxygen species, especially by mitochondria, that further damages myocytes and lead to necrosis (10–12). Furthermore, sufficient evidence supports that the expression of PGC-1α and mitochondrial transcription factor A (TFAM) were reduced in many heart failure animal models and are accompanied by oxidative stress and mitochondrial dysfunction (20). Additionally, nuclear factor-kappa B (NF-κB) is associated with NOD-like receptor superfamily, pyrin domain containing 3 (NLRP-3)inflammasome pathway that highly expressed in cardiac dysfunction (21), it will be attractive to targeting these genes for MI condition.
In the present study, we were interested in synthetizing novel AgNPs and evaluating the antioxidant and anti-inflammatory properties of AgNPs in the Iso induced MI model in rats compared with those of the conventional form of silver (AgNO3). Additionally, AgNPs, which probably modulate mitochondria biogenesis, will be analyzed among the treatment groups. Finally, we also performed the safety profiles of AgNPs by checking the liver and kidney functions.
Materials and methods
Nanoparticles
Materials used in this research were silver nitrate salt (AgNO3; pro analytical grade, Merck KGaA, Darmstadt Germany), sodium alginate (molecular biology grade, Himedia, India), calcium nitrate tetrahydrate (Ca(NO3)2; analytical grade, Merck, Germany), 67% (w/w) nitric acid (HNO3; pro analytical grade, Merck, Germany), and hydrochloric acid (HCl; pro analytical grade, Merck, Germany). All chemicals were used without further purification.
Radiosynthesis and characterization of alginate-stabilized silver nanoparticles
Alginate-stabilized AgNPs were synthesized using gamma-ray irradiation based on the procedure used in Perkasa et al. (22) with minor modification. Briefly, the reaction system was a 30-mL aqueous solution in the sealed dark bottle, which consisted of 7.78-mM AgNO3 salt and 1.2% (w/v) alginate without the addition of a reducing agent or a hydroxyl radical scavenger. Radiation processing was conducted via gamma-ray irradiation at a dose of 20 kGy using Gammacell 220 cobalt-60 irradiator facility (series Gammacell 220, MDS Nordion, Canada). Successful conversion of silver ion into AgNPs was detected based on colorimetric analysis by using Ultraviolet–visible (UV–Vis) spectrophotometer (series Cary100, Agilent, United States) through an absorption band of localized surface plasmon resonance (lSPR) peaked at approximately 400 nm. Then, the colloidal AgNPs were stored at 4°C under dark conditions until used for further experiment.
The AgNP concentration was measured on the basis of the procedure conducted by Dong et al.(23) with modification. Briefly, the sample for total silver measurement was prepared by acidifying 1 mL of colloidal AgNPs with 9 mL 67% (w/w) HNO3 overnight at 37°C. Then, the digested suspension was diluted with ultrapure water to a final HNO3 concentration of 0.2% (w/v). The sample for silver ion measurement was prepared by pretreating 5 mL of each colloidal AgNP with 5 mL of 4% (w/v) calcium nitrate solution followed by centrifugation at 1,000 × g for 10 min. Then, the supernatant was carefully collected for silver ion analysis. Total silver and silver ion concentrations were measured using a flame atomic absorption spectrometer (series 240FS AA, Agilent, United States).
The AgNP concentration was calculated using Eq. (1):
(1) |
where [AgNPs], [total silver], and [silver ion] are the concentrations of AgNPs, total silver, and silver ion in mg/mL, respectively. The morphology of nanoparticles was observed using a transmission electron microscope (TEM; series JEM-1400, JEOL, Japan), whereas particle size distribution was analyzed on the basis of electfon microscope image using ImageJ (ver. 1.51i, developed by Wayne Rasband, National Institute of Health, United States) software. The hydrodynamic diameter and zeta potential of nanoparticles were measured using dynamic light scattering (DLS; series Zetasizer Nano, Malvern Panalytical Ltd., United Kingdom).
Myocardial infarction in vivo model
The Health Research Ethics Committee of the Faculty of Medicine, Universitas Indonesia (Ethics No.KET-1309/UN2.F1/ETIK/PPM.00.02/2020) approved this study. The male Wistar rats (weight 190–220 g) were obtained from an animal research breeding facility (BPOM Laboratory, Jakarta, Indonesia); housed at a temperature of 22 ± 3°C, humidity of 55%, and a 12-h/12-h light/dark cycle; and fed with standard pellet and water ad libitum. Twenty-four rats were divided randomly into four treatment groups: normal, Iso, Iso + Ag (Iso + AgNO3 2.5 mg/kg BW), and Iso + AgNPs (Iso + AgNPs 2.5 mg/kg BW) groups. Iso (purchased from Sigma-Aldrich) was dissolved in sodium chloride 0.9% and injected subcutaneously at a dose of 85 mg/kg BW at days 13 and 14 of the study. The dose of Iso was selected on the basis of a previous research (24).
Radio-synthesized AgNPs were used directly for animal experimentation without further purification. Residual silver ions were passivized by adding 7.78-mL sodium chloride salt. Simultaneously, 0.41-mg/mL silver ions were prepared by dissolving 20.61-mg AgNO3 salt in 30 mL of ultrapure water. Test materials were kept at 4°C under dark conditions along the animal experimentation period. AgNO3 and AgNP were injected intraperitoneally (IP) at 2.5 mg/kg BW from day 0 to day 14, as described in Figure 1 The doses of AgNO3 and AgNPs were selected on the basis of our preliminary study. IP method was selected because of the better delivery system particularly for penetrating macromolecule alginate that we used in inflamed cardiac tissue (25). Rats in the normal and Iso groups were injected IP with distilled water as a vehicle of AgNO3 and AgNPs. On day 15, all rats were sacrificed, and blood was collected for further biochemical parameter analysis. The heart was removed immediately, and tissues were washed with cold phosphate-buffered saline. A part of heart tissue was kept in formalin buffer for histopathological analysis. The remaining tissue was kept at −80°C for further molecular analysis.
Determination of biochemical parameters
Blood samples were centrifuged (3,000 × g) for 15 min at 4°C. The serum was harvested and checked for kidney function parameters (urea and creatinine levels) and liver functions (alanine aminotransferase (ALT) and aspartate aminotransferase (AST) activities) using commercial kits (DiaSys, Indonesia). Additionally, we checked the cardiac toxicity parameters such as creatine kinase-MB (CK-MB) and lactate dehydrogenase (LDH) activities in serum using commercial kits (DiaSys, Indonesia).
Histopathological evaluation
Left Ventricle cardiac tissues were fixed in 10% formalin, routinely processed, and embedded in paraffin wax. The paraffin section (5 μm) was cut on glass slides and stained with hematoxylin and eosin (H&E). A blinded pathologist examined the H&E-stained heart samples particularly in the longitudinal section. The samples were evaluated using a Leica DM 750 light microscope with 100 × magnification (Leica Microsystems Inc., Buffalo Heights, IL, United States). The myocardial pathologies were assessed according to the Association for European Cardiovascular Pathology guidelines (26).
Determination of oxidative stress-related parameters
Cardiac malondialdehyde (MDA) levels were estimated as a marker of lipid peroxidation using the method of Okhawa et al. (27), whereas antioxidant enzymes were measured by evaluating the levels of superoxide dismutase (SOD) using commercial kits (Dogen Bio, South Korea). Protein levels were estimated using the Bradford (Coomassie Plus) assay method, using bovine serum albumin as a standard (28). Additionally, to check the oxidative stress in the circulation, we determined the total antioxidant capacity (TAOC) level in serum in spectrophotometric analysis by using a commercial kit from Sigma (MAK187) according to the manufacturer’s instructions.
Quantitative real time polymerase chain reaction
RNA was isolated from 20 mg of cardiac tissue using the Quick-RNA MiniPrepPlus kit (Zymo Research, CA, United States) and then synthesized to cDNA using the ReverTra Ace® qPCR RT Master Mix (Toyobo BioTech, Osaka, Japan) following the manufacturer’s protocols. The mRNA expressions of peroxisome proliferator-activated receptor-gamma coactivator 1-alpha (PGC-1α) and TFAM were analyzed using qRT-PCR with β-actin as a reference gene. The primer sequences used for PGC-1α and TFAM are described in Table 1. The level of mRNA expressions was calculated using the Livak method (29).
TABLE 1.
Gene | Sequence | GenBank |
PGC-1α | F: ATGTGTCGCCTTCTTGCTCT R: ATCTACTGCCTGGGGACCTT | NM_031347.1 |
TFAM | F: GCTAAACACCCAGATGCAAAA R: CGAGGTCTTTTTGGTTTTCC | NM_031326.1 |
PGC-1α, peroxisome proliferator-activated receptor-gamma coactivator 1-alphaα; TFAM, mitochondrial transcription factor A.
Immunoblotting
Protein was extracted from myocardial tissue using Radioimmunoprecipitation assay (RIPA) buffer enriched with protease and phosphatase inhibitors (Sigma P0044; Sigma P8340). The protein concentration was equalized using Bradford (Coomassie Plus) commercial assay kit (Merck B6916) in spectrophotometric analysis at a wavelength of 595 nm (28). The isolated protein was then stored at −80°C until further analysis. The protein samples was separated with SDS-PAGE based on their molecular weights. Afterward, protein samples were transferred to a nitrocellulose membrane. The membranes were incubated with 5% skim milk in TBS-T for 30 min and labeled with the primary antibody diluted in blocking buffer overnight at 4°C, followed by treatment with secondary antibody diluted in blocking buffer. The signals were then detected using Chemiluminescence Alliance 4.7 (Uvitec) with enhanced chemiluminescence substrate (Bio-Rad). Finally, the band of the specific target proteins was visualized using gel documentation, quantified, and normalized with G Glyceraldehyde 3-phosphate dehydrogenase (GAPDH), as housekeeping gene, expression levels with the data presented in arbitrary units. The immunoblotting image densitometry was analyzed using ImageJ software as previously explained (30). For the final densitometry results, 16-bit immunoblot images in Tagged Image File format were plotted with a rectangle lane, the background intensity was adjusted, and the plotted image was calculated. We analyzed four heart tissue samples from four different animals. All antibodies for western blot analysis were purchased from Cell Signaling Technology (Beverly, MA, United States): GAPDH (14C10) Rabbit mAb (CST#2118), NF-κB p65 (D14E12) rabbit mAb (CST#8242), NLRP3 (D2P5E) rabbit mAb (CST #13158), and antirabbit IgG HRP-linked Antibody (CST #7074S).
Statistical analysis
Data were presented as the standard error of the mean. The differences between groups were analyzed using one-way Analysis of Variance (ANOVA), with a significance limit (α) of 0.05. The analysis was continued using the least significant difference test (Tukey method). All statistical analyses were performed with SPSS version 26. All of the plots were presented in GraphPad Prism version 9.0.0.
Results
Characteristics of silver nanoparticles
Results showed that the color of the reaction system changed from a transparent colorless suspension to a transparent yellowish–brown suspension after gamma-ray irradiation, as seen in Figures 2a,b). The color change was due to the excitation of lSPR at the visible spectrum. Accordingly, the UV–Vis spectra of the reaction system in Figure 2c showed a strong, intense peak at approximately 420 nm, which is characteristic of AgNPs (22, 31, 32). Flame atomic absorption spectrometry was used to determine the concentration of AgNPs at approximately 0.481 mg/mL. TEM imaging showed that alginate-stabilized AgNPs had a spherical shape with smooth edges, as shown in Figure 3A. The particles were well distributed and separated within the observation field. Processing on the TEM micrograph revealed that the AgNPs had a diameter size of 10.18 ± 3.69 nm (adjective R-square = 0.99), as shown in Figure 3B. However, it can be observed that there were some big particles, but their size was not more than 50 nm. The behavior of nanoparticles in suspension was determined by DLS measurement, as shown in Figures 3C,D. The hydrodynamic size of most nanoparticles was at range of 8.72 – 37.84 nm, which peaked at 13.54 nm. The hydrodynamic size of AgNPs was higher than the TEM results because of the dielectric layer at the particle and solution interface, whereas the zeta potentials of AgNPs were measured at −32.0 mV, indicating the stability of colloidal nanoparticles against spontaneous agglomeration.
The effects of silver nanoparticles on cardiac toxicity parameters in iso-induced myocardial infarction rats
Figure 4 shows the significant elevation of CK-MB (P < 0.05) and LDH (P < 0.01) activities in rats treated with Iso only (Iso) compared with those in normal rats. Pretreatment with AgNO3 (P < 0.001). and AgNPs (P < 0.01) significantly restored CK-MB but not LDH activities.
The effects of silver nanoparticles on liver and kidney functions in iso-induced myocardial infarction rats
To investigate whether 14 days of treatment with Iso, Iso + AgNPs, or Iso + AgNO3 caused liver and kidney dysfunction, we next examined the serum levels of urea and creatinine and the activities of ALT and AST. Table 2 shows the significant (P < 0.01) elevation of ALT, AST, urea, and creatinine levels in the Iso group compared with those in the normal group. Pretreatment with AgNO3 and AgNPs decreased the AST level significantly (P < 0.05).
TABLE 2.
Normal | Iso | Iso + AgNO3 | Iso + AgNPs |
|
ALT (U/L) | 25.61 ± 0.8 | 78.45 ± 15.18a) | 44.75 ± 5.16 | 56.61 ± 3.25 |
AST (U/L) | 20.22 ± 2.17 | 44.57 ± 6.3a) | 28.04 ± 2.71b) | 27.68 ± 1.3b) |
Plasma urea (mg/dL) | 53.33 ± 2.43 | 119.17 ± 68.33a) | 60.83 ± 3.86 | 55.00 ± 3.58 |
Plasma creatinine (mg/dL) | 0.4 ± 0.06 | 1.4 ± 0.96a) | 0.35 ± 0.06 | 0.35 ± 0.06 |
Values are given as mean ± SEM.
a) p < 0.01 versus normal based on two-tailed t-test.
b) p < 0.05 versus Iso based on two-tailed t-test.
Histopathological evaluation
The histopathological evaluation of H&E-stained longitudinal sections of left ventricle myocardial tissue (Figure 5) from the Iso group showed the massive pathological features represented by the wavy appearance in myocardial fibers, interstitial edema, heavy eosinophil infiltration and cardiomyocytes necrotic. These data indicated the Iso was indeed-induced damage in heart tissue. Similarly, those findings can still be found in rats cotreated with AgNO3, but not in those cotreated with AgNPs, indicating the histological protection features in rats treated with AgNPs.
The effects of silver nanoparticles on oxidative stress-related parameters in iso-induced myocardial infarction rats
To determine whether the antioxidant mechanism plays a pivotal role in the cardioprotection action of AgNO3 and AgNPs against MI in rats, TAOC level from circulating serum, MDA level, and SOD activity in cardiac tissue were also analyzed (Figure 6). The content of MDA were increased in the rats treated with Iso only. Conversely, in rats treated with AgNO3 and AgNPs, the MDA level decreases significantly (P < 0.05 and P < 0.0001) compared with rats in the Iso group. Additionally, SOD activity was increased significantly with AgNO3 (P < 0.05) and AgNPs (P < 0.01) pretreatment. However, no changes were found on the serum TAOC level among the groups.
The effects of silver nanoparticles on transcription factor A and PGC-1α mRNA expression levels in iso-induced myocardial infarction rats
Transcription factor A and PGC-1α mRNA expression levels were measured as markers of mitochondrial biogenesis. As we expected, we found that both TFAM and PGC-1α were significantly enhanced in rats treated with AgNPs (P < 0.05) (Figure 7).
The effects of silver nanoparticles on protein expressions of NF-κB and NLRP3 in iso-induced myocardial infarction rats
To confirm whether the inflammation was involved in Iso-induced MI in this study, we checked the protein expression of NF-κB and NLRP3 in cardiac tissue. As shown in Figures 8A,B, NF-κB protein expression level was decreased in the AgNP group than in the Iso group (P < 0.05). Likewise, the heart injected with Iso was significantly induced the NLRP3 inflammasome gene compared with normal rats (P < 0.05). However, cotreatment with either AgNO3 or AgNPs failed to decrease the up-regulation of the NLRP3 inflammasome gene caused by Iso (Figures 8C,D).
Discussion
In this study, we discovered a new formulation of AgNPs (stabilized by irradiated alginate) and revealed for the first time the protective effects of AgNPs in the MI animal model. We showed that AgNPs was able to prevent Iso-induced MI by alleviating the NF-κB expression level, which induced by ROS overproduction.
This study has been successfully radiosynthesized alginate that stabilized AgNPs by using gamma ray irradiation. The nanosytem was a yellowish–brown transparent suspension. It exhibited an intense UV–Vis absorption peak in a wavelength range of 300–600 nm. Particle morphology was circular with smooth edges, which was preferred because of our silver nanoparticles was less cytotoxicity compared with that of sharp geometry nanoparticles (33, 34). The particle size was measured at 10.18 nm using TEM, and the hydrodynamic diameter was slightly higher at 13.54 nm because of the dielectric layer. The irradiated alginate, as a stabilizing agent, provided a negative surface charge with sufficient interparticle repulsion (zeta potential = −32.0 mV) against spontaneous agglomeration. Previously, alginate-stabilized AgNPs have been synthesized using plasma-activated water (35) and glucose reduction methods (36), but at larger particle sizes of approximately 22 and 70 nm, respectively. However, the glucose reduction method showed better suspension stability with zeta potential at -47 mV at alginate concentration of 0.5% (w/v) than the other nanoparticles (36).
Sufficient evidence in the cell culture and animal model studies has demonstrated that Iso, a nonselective β-adrenoceptor agonist, can cause cardiac overstimulation, leading to ischemia, severe oxidative stress, and inflammation, which can lead to MI. It can also generate free radicals and stimulate lipid peroxidation, which might be a causative factor for irreversible damage of the myocardial membrane (37, 38).
In this study, we demonstrated that the administration of Iso in rats was associated with myocardial injury as documented by a significant increase of CK-MB and LDH activities in the Iso group, an indicator of leakage of cardiac enzymes. CK-MB activity was significantly decreased in both AgNO3 and AgNP groups compared with the Iso group, indicating protective effects of silver on myocardial damage. Although both AgNO3 and AgNPs improved cardiac enzyme markers, only AgNPs could restore histological changes in the myocardium caused by Iso (Figure 5).
Mechanisms of Iso-induced myocardial damage may be multifaceted. The present study tried to investigate these possible mechanisms through three main approaches, namely oxidative stress, inflammation, and possible mitochondrial dysregulation. Therefore, possible mechanisms of protection exerted by silver in two formulations (AgNO3 and AgNPs) have also been elucidated.
We next evaluated the antioxidant effects of AgNO3 and AgNPs in Iso-treated rats. Previous studies showed that Iso-induced MI in rats caused increased MDA and decreased SOD (39). MDA is one of the oxidative stress markers produced as a by-product of polyunsaturated fatty acid peroxidation and arachidonic acid metabolism (40). The low oxygen level and oxidative stress brought on by acute ischemia damage may cause a rise in serum MDA levels in individuals with acute myocardial injury (41). In this study, our data clearly showed a significant increase of MDA level after Iso administration. The role of AgNPs in protecting against myocardial damage due to oxidative stress is observed on MDA and SOD parameters. Cotreatment with AgNPs, but not AgNO3, displayed a significant decrease of MDA and an increase of SOD. The mechanism by which AgNPs have a better profile than AgNO3 to reduce the oxidative stress caused by Iso need to be determined in a future study, particularly the content of silver in cardiac tissue. Several studies showed the pro-oxidant effects in AgNPs (42–46). Interestingly, this study found that our AgNP formulation salvaged the ROS production-mediated myocardial damage induced by Iso administration (4, 46, 47). This mechanism is obviously due to the stabilizing agent that we used for AgNP preparation. Similarly, previous studies showed the antioxidant effects of AgNP with ethylene glycol (4) and various herb extracts (48–51) as the stabilizing agents. Thereby, stabilizing agents could be an essential factor in AgNP toxicity.
Exploration into mitochondria dysregulation caused by Iso was also investigated in our study. Our data showed that 14 days of pretreatment with AgNPs, but not AgNO3, has dramatically enhanced the mRNA expression level of TFAM and PGC-1α, even though those mRNAs expression level in Iso group was comparable with normal group. TFAM is a transcription factor synthesized in the nucleus and transported into mitochondria. It works by stabilizing mtDNA and has beneficial effects of mitigating calcium mishandling in the myocardium caused by Iso (52). The different effects exerted by AgNO3 and AgNPs suggested that silver in the form of nanoparticles might solely enter the mitochondria or nucleus and induce the expression of TFAM and PGC-1α, leading to protective effects on myocardial cells. It is of interest that many published articles stated that exposure of cells to AgNPs can cause mitochondrial damage such as mitochondrial swelling, disrupting mitochondrial membrane potentials and leading to mitochondrial pathway-induced apoptosis (53) but we found the opposite effects in our study. We speculate that the green synthesized method of our AgNPs formulation by using alginate may contribute to its beneficial effects (54). TFAM and PGC-1α were analyzed in transcription level, but not in protein level. Therefore, further investigations are needed to check those genes in protein level or performed the mitochondrial function assay such as mitochondrial membrane potential assessment, mito-fussion/fission or mitochondrial oxidative stress analyses. The lack of performing those analysis was considered as a limitation of our study.
It is already established that oxidative stress may induce activation of NF-κB, a major transcription factor activated upon response to oxidative stress, and this signaling pathway plays an essential role in cell proliferation and differentiation, thus contributing to cardioprotective effects. Apart from the cardioprotective effect of AgNPs, NF-κB is also implicated as early inflammatory responses, and can induce the activity of several inflammatory cytokines such as Tumor necrosis factor alpha(TNFα), Interleukin-1 (IL-1), and Interleukin-6 (IL-6). Moreover, NF-κB appears to be detrimental to myocytes (55). Previous studies have shown the primary role of NF-κB activation in doxorubicin-induced cardiotoxicity (56, 57). In the present study, Iso administration was associated with an increase of NF-κB protein expression. Interestingly, cotreatment with AgNP has decreased the expression of NF-κB, suggesting that AgNP formulation has attenuating effects on NF-κB-derived inflammatory response. Similarly, a recent in vitro study using macroalgae bio-capped AgNPs reported an anti-inflammatory property (58).
NLRP3 inflammasome has been shown to contribute to myocardial dysfunction through stimulation of IL-1B and IL-18 production, and reducing its activity has been implicated in myocardial protection (59). In our study, Iso administration was shown to induce a remarkable increase of NLRP3 expression in cardiac tissue from Iso group compared with normal group. However, pretreatment with AgNO3 and AgNPs was unlikely to show normalization of NLRP3, suggesting that this NLRP3 pathway may not contribute to protective effects of AgNO3 and AgNP on Iso-induced myocardial damage.
A previous study reported that silver, whether in conventional or nanoparticle form, negatively influences several organs, including the kidney and liver (60). In the present study, 14 days of intraperitoneal administration of either AgNO3 or AgNPs did not show any liver and kidney dysfunction as evidenced by no significant changes of urea, creatinine, ALT, and AST activities among the groups. These data may suggest the safety profile of silver in two formulations used in our study.
Conclusion
This study concluded that silver, specifically in nanoparticle form (AgNPs), has a cardioprotective effect against Iso-induced MI. The mechanisms of this protection are mediated, at least in part, through the amelioration of NF-κB expression level induced by oxidative stress overproduction.
Data availability statement
The original contributions presented in this study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.
Ethics statement
The animal study was reviewed and approved by Ethics Committee Faculty of Medicine Universitas Indonesia.
Author contributions
WA, EM, VS, AJB, NN, ML, and DPP designed the experiments, analyzed the data, and wrote the manuscript. WA, EM, DPP, and AJB performed the experiments and analyzed the data. All authors contributed to the article and approved the final submitted version.
Acknowledgments
We thank Puspita E. Wuyung, Chiswyta Chaliana, and Annisa Ulhuriyah for their excellent technical assistance.
Funding
This research was supported by grants from World Class Research 2020 and HIBAH PDD 2022 (No: NKB-922/UN2.RST/HKP.05.00/2022), Directorate General of Higher Education, Research, and Technology Ministry of Education, Culture, Research, and Technology Indonesia.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmed.2022.867497/full#supplementary-material
References
- 1.Sim W, Barnard R, Blaskovich MAT, Ziora Z. Antimicrobial silver in medicinal and consumer applications: A patent review of the past decade (2007–2017). Antibiotics. (2018) 7:93. 10.3390/antibiotics7040093 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Ajdary M, Negahdary M, Chelongar R, Zadeh S. The antioxidant effects of silver, gold, and zinc oxide nanoparticles on male mice in in vivo condition. Adv Biomed Res. (2015) 4:69. 10.4103/2277-9175.153893 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Alkhalaf MI, Hussein RH, Hamza A. Green synthesis of silver nanoparticles by Nigella sativa extract alleviates diabetic neuropathy through anti-inflammatory and antioxidant effects. Saudi J Biol Sci. (2020) 27:2410–9. 10.1016/j.sjbs.2020.05.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Docea AO, Calina D, Buga AM, Zlatian O, Paoliello MMB, Mogosanu GD, et al. The effect of silver nanoparticles on antioxidant/pro-oxidant balance in a murine model. Int J Mol Sci. (2020) 21:1233. 10.3390/ijms21041233 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Asgharzadeh F, Hashemzadeh A, Yaghoubi A, Avan A, Nazari SE, Soleimanpour S, et al. Therapeutic effects of silver nanoparticle containing sulfasalazine on DSS-induced colitis model. J Drug Deliv Sci Technol. (2021) 61:102133. 10.1016/j.jddst.2020.102133 [DOI] [Google Scholar]
- 6.Yang Y, Guo L, Wang Z, Liu P, Liu X, Ding J, et al. Targeted silver nanoparticles for rheumatoid arthritis therapy via macrophage apoptosis and re-polarization. Biomaterials. (2021) 264:120390. 10.1016/j.biomaterials.2020.120390 [DOI] [PubMed] [Google Scholar]
- 7.Begum Q, Mahboob T. Silver nanoparticles protects streptozotocin-induced hepatotoxicity: A biochemical and histopathological approach. Int J Nano Res. (2020) 4:1–9. 10.1016/j.yrtph.2017.08.011 [DOI] [PubMed] [Google Scholar]
- 8.Prasannaraj G, Venkatachalam P. Hepatoprotective effect of engineered silver nanoparticles coated bioactive compounds against diethylnitrosamine induced hepatocarcinogenesis in experimental mice. J Photochem Photobiol B Biol. (2017) 167:309–20. 10.1016/j.jphotobiol.2017.01.009 [DOI] [PubMed] [Google Scholar]
- 9.Kazmi SAR, Qureshi MZ, Sadia, Alhewairini SS, Ali S, Khurshid S, et al. Minocycline-derived silver nanoparticles for assessment of their antidiabetic potential against alloxan-induced diabetic mice. Pharmaceutics. (2021) 13:1678. 10.3390/pharmaceutics13101678 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Li L, Bi Z, Hu Y, Sun L, Song Y, Chen S, et al. Silver nanoparticles and silver ions cause inflammatory response through induction of cell necrosis and the release of mitochondria in vivo and in vitro. Cell Biol Toxicol. (2021) 37:177–91. 10.1007/s10565-020-09526-4 [DOI] [PubMed] [Google Scholar]
- 11.Simon-Deckers A, Gouget B, Mayne-L’Hermite M, Herlin-Boime N, Reynaud C, Carrière M. In vitro investigation of oxide nanoparticle and carbon nanotube toxicity and intracellular accumulation in A549 human pneumocytes. Toxicology. (2008) 253:137–46. 10.1016/j.tox.2008.09.007 [DOI] [PubMed] [Google Scholar]
- 12.Skalska J, Dąbrowska-Bouta B, Frontczak-Baniewicz M, Sulkowski G, Strużyńska LA. Low dose of nanoparticulate silver induces mitochondrial dysfunction and autophagy in adult rat brain. Neurotox Res. (2020) 38:650–64. 10.1007/s12640-020-00239-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Thomas H, Diamond J, Vieco A, Chaudhuri S, Shinnar E, Cromer S, et al. Global atlas of cardiovascular disease 2000-2016: The path to prevention and control. Glob Heart. (2018) 13:143. 10.1016/j.gheart.2018.09.511 [DOI] [PubMed] [Google Scholar]
- 14.Moris D, Spartalis M, Spartalis E, Karachaliou G-S, Karaolanis GI, Tsourouflis G, et al. The role of reactive oxygen species in the pathophysiology of cardiovascular diseases and the clinical significance of myocardial redox. Ann Transl Med. (2017) 5:326–326. 10.21037/atm.2017.06.27 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Ong S-B, Hernández-Reséndiz S, Crespo-Avilan GE, Mukhametshina RT, Kwek X-Y, Cabrera-Fuentes HA, et al. Inflammation following acute myocardial infarction: Multiple players, dynamic roles, and novel therapeutic opportunities. Pharmacol Ther. (2018) 186:73–87. 10.1016/j.pharmthera.2018.01.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Huang S, Frangogiannis NG. Anti−inflammatory therapies in myocardial infarction: Failures, hopes and challenges. Br J Pharmacol. (2018) 175:1377–400. 10.1111/bph.14155 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Lobo Filho HG, Ferreira NL, de Sousa RB, de Carvalho ER, Lobo PLD, Lobo Filho JG. Modelo experimental de infarto do miocárdio induzido por isoproterenol em ratos. Rev Bras Cir Cardiovasc. (2011) 26:469–76. 10.5935/1678-9741.20110024 [DOI] [PubMed] [Google Scholar]
- 18.Halim SASA, Ghafar NA, Jubri Z, Das S. Induction of myocardial infarction in experimental animals: A review. J Clin Diagnostic Res. (2018) 12:1–5. 10.7860/JCDR/2018/36997.12221 [DOI] [Google Scholar]
- 19.Hori M, Sato H, Kitakaze M, Iwai K, Takeda H, Inoue M, et al. Beta-adrenergic stimulation disassembles microtubules in neonatal rat cultured cardiomyocytes through intracellular Ca2+ overload. Circ Res. (1994) 75:324–34. 10.1161/01.RES.75.2.324 [DOI] [PubMed] [Google Scholar]
- 20.Sabbah HN. Targeting the mitochondria in heart failure. JACC Basic to Transl Sci. (2020) 5:88–106. 10.1016/j.jacbts.2019.07.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Shen S, Wang Z, Sun H, Ma L. Role of NLRP3 inflammasome in myocardial ischemia-reperfusion injury and ventricular remodeling. Med Sci Monit. (2021) 27:e934255. 10.12659/MSM.934255 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Perkasa DP, Yunus MY, Warastuti YAB. Gamma radiosynthesis of colloidal silver nanoparticles stabilized in ι-carrageenan under atmospheric gases: A surface plasmon resonance based study. Atom Indones. (2021) 47:111–9. [Google Scholar]
- 23.Dong F, Valsami-Jones E, Kreft J-U. New, rapid method to measure dissolved silver concentration in silver nanoparticle suspensions by aggregation combined with centrifugation. J Nanoparticle Res. (2016) 18:259. 10.1007/s11051-016-3565-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Mohanty I, Arya DS, Dinda A, Talwar KK, Joshi S, Gupta SK. Mechanisms of cardioprotective effect of Withania somnifera in experimentally induced myocardial infarction. Pharmacol Toxicol. (2004) 94:184–90. 10.1111/j.1742-7843.2004.pto940405.x [DOI] [PubMed] [Google Scholar]
- 25.Al Shoyaib A, Archie SR, Karamyan VT. Intraperitoneal route of drug administration: Should it be used in experimental animal studies? Pharm Res. (2020) 37:12. 10.1007/s11095-019-2745-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Michaud K, Basso C, D’Amati G, Giordano C, Kholová I, Preston SD, et al. Diagnosis of myocardial infarction at autopsy: AECVP reappraisal in the light of the current clinical classification. Virchows Arch. (2020) 476:179–94. 10.1007/s00428-019-02662-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Ohkawa H, Ohishi N, Yagi K. Assay for lipid peroxides in animal tissues by thiobarbituric acid reaction. Anal Biochem. (1979) 95:351–8. 10.1016/0003-2697(79)90738-3 [DOI] [PubMed] [Google Scholar]
- 28.Kruger NJ. The Bradford method for protein quantitation. Methods Mol Biol. (1994) 32:9–15. 10.1385/0-89603-268-X:9 [DOI] [PubMed] [Google Scholar]
- 29.Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods. (2001) 25:402–8. 10.1006/meth.2001.1262 [DOI] [PubMed] [Google Scholar]
- 30.Janes KA. An analysis of critical factors for quantitative immunoblotting. Sci Signal. (2015) 8:rs2. 10.1126/scisignal.2005966 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Bastús NG, Piella J, Puntes V. Quantifying the sensitivity of multipolar (dipolar, quadrupolar, and octapolar) surface plasmon resonances in silver nanoparticles: The Effect of size, composition, and surface coating. Langmuir. (2016) 32:290–300. 10.1021/acs.langmuir.5b03859 [DOI] [PubMed] [Google Scholar]
- 32.Saha N, Trivedi P, Dutta Gupta S. Surface plasmon resonance (SPR) based optimization of biosynthesis of silver nanoparticles from rhizome extract of Curculigo orchioides gaertn. And its antioxidant potential. J Clust Sci. (2016) 27:1893–912. 10.1007/s10876-016-1050-7 [DOI] [Google Scholar]
- 33.Moon J, Kwak J, I, An Y-J. The effects of silver nanomaterial shape and size on toxicity to Caenorhabditis elegans in soil media. Chemosphere. (2019) 215:50–6. 10.1016/j.chemosphere.2018.09.177 [DOI] [PubMed] [Google Scholar]
- 34.Nguyen DD, Luo L-J, Lai J-Y. Toward understanding the purely geometric effects of silver nanoparticles on potential application as ocular therapeutics via treatment of bacterial keratitis. Mater Sci Eng C. (2021) 119:111497. 10.1016/j.msec.2020.111497 [DOI] [PubMed] [Google Scholar]
- 35.Sharmin N, Pang C, Sone I, Walsh JL, Fernández CG, Sivertsvik M, et al. Synthesis of sodium alginate–silver nanocomposites using plasma activated water and cold atmospheric plasma treatment. Nanomaterials. (2021) 11:2306. 10.3390/nano11092306 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Chen C-C, Chen Y-Y, Yeh C-C, Hsu C-W, Yu S-J, Hsu C-H, et al. Alginate-capped silver nanoparticles as a potent anti-mycobacterial agent against mycobacterium tuberculosis. Front Pharmacol. (2021) 12:746496. 10.3389/fphar.2021.746496 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Karthick M, Prince PSM. Preventive effect of rutin, a bioflavonoid, on lipid peroxides and antioxidants in isoproterenol-induced myocardial infarction in rats. J Pharm Pharmacol. (2010) 58:701–7. 10.1211/jpp.58.5.0016 [DOI] [PubMed] [Google Scholar]
- 38.Farvin KHS, Anandan R, Kumar SHS, Shiny KS, Mathew S, Sankar TV, et al. Cardioprotective effect of squalene on lipid profile in isoprenaline-induced myocardial infarction in rats. J Med Food. (2006) 9:531–6. 10.1089/jmf.2006.9.531 [DOI] [PubMed] [Google Scholar]
- 39.Viswanatha Swamy AH, Koti B, Ronad P, Wangikar U, Thippeswamy AH, Manjula D. Cardioprotective effect of ascorbic acid on doxorubicin-induced myocardial toxicity in rats. Indian J Pharmacol. (2011) 43:507. 10.4103/0253-7613.84952 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Bulboacă AD, Bolboacă S, Suci S. Protective effect of curcumin in fructose-induced metabolic syndrome and in streptozotocin-induced diabetes in rats. Iran J Basic Med Sci. (2016) 19:585–93. [PMC free article] [PubMed] [Google Scholar]
- 41.Babu S, Shetty JK, Prakash M. Total thiols and MDA levels in patients with acute myocardial infarction before and after reperfusion therapy. Online J Heal Allied Sci. (2010) 9:1–4. [Google Scholar]
- 42.Ferdous Z, Al-Salam S, Greish YE, Ali BH, Nemmar A. Pulmonary exposure to silver nanoparticles impairs cardiovascular homeostasis: Effects of coating, dose and time. Toxicol Appl Pharmacol. (2019) 367:36–50. 10.1016/j.taap.2019.01.006 [DOI] [PubMed] [Google Scholar]
- 43.Pereira LC, Pazin M, Franco-Bernardes MF, Martins A, Barcelos GRM, Pereira MC, et al. A perspective of mitochondrial dysfunction in rats treated with silver and titanium nanoparticles (AgNPs and TiNPs). J Trace Elem Med Biol. (2018) 47:63–9. 10.1016/j.jtemb.2018.01.007 [DOI] [PubMed] [Google Scholar]
- 44.Ramirez-Lee MA, Espinosa-Tanguma R, Mejía-Elizondo R, Medina-Hernández A, Martinez-Castañon GA, Gonzalez C. Effect of silver nanoparticles upon the myocardial and coronary vascular function in isolated and perfused diabetic rat hearts. Nanomed Nanotechnol Biol Med. (2017) 13:2587–96. 10.1016/j.nano.2017.07.007 [DOI] [PubMed] [Google Scholar]
- 45.Ramirez-Lee MA, Aguirre-Bañuelos P, Martinez-Cuevas PP, Espinosa-Tanguma R, Chi-Ahumada E, Martinez-Castañon GA, et al. Evaluation of cardiovascular responses to silver nanoparticles (AgNPs) in spontaneously hypertensive rats. Nanomed Nanotechnol Biol Med. (2018) 14:385–95. 10.1016/j.nano.2017.11.013 [DOI] [PubMed] [Google Scholar]
- 46.Dziendzikowska K, Wilczak J, Grodzicki W, Gromadzka-Ostrowska J, Wêsierska M, Kruszewski M. Coating-dependent neurotoxicity of silver nanoparticles—an in vivo study on hippocampal oxidative stress and neurosteroids. Int J Mol Sci. (2022) 23:1365. 10.3390/ijms23031365 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Guo X, Li Y, Yan J, Ingle T, Jones MY, Mei N, et al. Size– and coating-dependent cytotoxicity and genotoxicity of silver nanoparticles evaluated using in vitro standard assays. Nanotoxicology. (2016) 10:1373–84. 10.1080/17435390.2016.1214764 [DOI] [PubMed] [Google Scholar]
- 48.Singh A, Dar MY, Joshi B, Sharma B, Shrivastava S, Shukla S. Phytofabrication of silver nanoparticles: Novel drug to overcome hepatocellular ailments. Toxicol Rep. (2018) 5:333–42. 10.1016/j.toxrep.2018.02.013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Keshari AK, Srivastava R, Singh P, Yadav VB, Nath G. Antioxidant and antibacterial activity of silver nanoparticles synthesized by Cestrum nocturnum. J Ayurveda Integr Med. (2020) 11:37–44. 10.1016/j.jaim.2017.11.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Zhang H, Jacob JA, Jiang Z, Xu S, Sun K, Zhong Z, et al. Hepatoprotective effect of silver nanoparticles synthesized using aqueous leaf extract of Rhizophora apiculata. Int J Nanomed. (2019) 14:3517–24. 10.2147/IJN.S198895 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Dkhil MA, Abdel-Gaber R, Alojayri G, Al-Shaebi EM, Qasem MAA, Murshed M, et al. Biosynthesized silver nanoparticles protect against hepatic injury induced by murine blood-stage malaria infection. Environ Sci Pollut Res. (2020) 27:17762–9. 10.1007/s11356-020-08280-8 [DOI] [PubMed] [Google Scholar]
- 52.Kunkel GH, Chaturvedi P, Tyagi SC. Mitochondrial pathways to cardiac recovery: TFAM. Heart Fail Rev. (2016) 21:499–517. 10.1007/s10741-016-9561-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Zhang J, Wang F, Yalamarty SSK, Filipczak N, Jin Y, Li X. Nano silver-induced toxicity and associated mechanisms. Int J Nanomed. (2022) 17:1851–64. 10.2147/IJN.S355131 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Ying S, Guan Z, Ofoegbu PC, Clubb P, Rico C, He F, et al. Green synthesis of nanoparticles: Current developments and limitations. Environ Technol Innov. (2022) 26:102336. 10.1016/j.eti.2022.102336 [DOI] [Google Scholar]
- 55.Gordon JW, Shaw JA, Kirshenbaum LA. Multiple facets of NF-κB in the heart. Circ Res. (2011) 108:1122–32. 10.1161/CIRCRESAHA.110.226928 [DOI] [PubMed] [Google Scholar]
- 56.El-Agamy DS, El-Harbi KM, Khoshhal S, Ahmed N, Elkablawy MA, Shaaban AA, et al. Pristimerin protects against doxorubicin-induced cardiotoxicity and fibrosis through modulation of Nrf2 and MAPK/NF-kB signaling pathways. Cancer Manag Res. (2018) 11:47–61. 10.2147/CMAR.S186696 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Ezzat SM, El Gaafary M, El Sayed AM, Sabry OM, Ali ZY, Hafner S, et al. The Cardenolide glycoside acovenoside A affords protective activity in doxorubicin-induced cardiotoxicity in mice. J Pharmacol Exp Ther. (2016) 358:262–70. 10.1124/jpet.116.232652 [DOI] [PubMed] [Google Scholar]
- 58.Azeem MNA, Ahmed OM, Shaban M, Elsayed KNM. In vitro antioxidant, anticancer, anti-inflammatory, anti-diabetic and anti-Alzheimer potentials of innovative macroalgae bio-capped silver nanoparticles. Environ Sci Pollut Res. (2022): 10.1007/s11356-022-20039-x [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 59.Butts B, Gary RA, Dunbar SB, Butler J. The importance of NLRP3 inflammasome in heart failure. J Card Fail. (2015) 21:586–93. 10.1016/j.cardfail.2015.04.014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Shehata AM, Salem FMS, El-Saied EM, Abd El-Rahman SS, Mahmoud MY, Noshy PA. Evaluation of the ameliorative effect of zinc nanoparticles against silver nanoparticle–induced toxicity in liver and kidney of rats. Biol Trace Elem Res. (2022) 200:1201–11. 10.1007/s12011-021-02713-2 [DOI] [PubMed] [Google Scholar]
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