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. 2022 Apr 15;27(8):2563. doi: 10.3390/molecules27082563

Effect of Tomato Peel Extract Grown under Drought Stress Condition in a Sarcopenia Model

Francesca Felice 1,*,, Maria Michela Cesare 2,, Luca Fredianelli 3, Marinella De Leo 4,5,6, Veronica Conti 2, Alessandra Braca 4,5,6, Rossella Di Stefano 1,4
Editor: Maria Atanassova
PMCID: PMC9031685  PMID: 35458760

Abstract

Tomatoes and their derivates represent an important source of natural biologically active components. The present study aims to investigate the protective effect of tomato peel extracts, grown in normal (RED-Ctr) or in drought stress (RED-Ds) conditions, on an experimental model of sarcopenia. The phenolic profile and total polyphenols content (TPC) of RED-Ctr and RED-Ds were determined by Ultra High-Performance Liquid Chromatography (UHPLC) analyses coupled to electrospray ionization high-resolution mass spectrometry (ESI-HR-MS). Human skeletal muscle myoblasts (HSMM) were differentiated in myotubes, and sarcopenia was induced by dexamethasone (DEXA) treatment. Differentiation and sarcopenia were evaluated by both real-time PCR and immunofluorescent techniques. Data show that myosin heavy chain 2 (MYH2), troponin T (TNNT1), and miogenin (MYOG) were expressed in differentiated myotubes. 5 μg Gallic Acid Equivalent (GAE/mL) of TPC from RED-Ds extract significantly reduced muscle atrophy induced by DEXA. Moreover, Forkhead BoxO1 (FOXO1) expression, involved in cell atrophy, was significantly decreased by RED-Ds extract. The protective effect of tomato peel extracts depended on their qualitative polyphenolic composition, resulting effectively in the in vitro model of sarcopenia.

Keywords: tomato by-product, drought stress, polyphenols, human skeletal muscle myoblasts, sarcopenia

1. Introduction

Over the years, a decrease in muscle mass is a physiological condition that mainly affects athletes who engage in endurance physical activity. The decrease in muscle mass can take on pathological connotations, up to sarcopenia.

Sarcopenia is a multifactorial process, characterized by inflammation, oxidative stress, motor neuron loss, a change in endocrine function and age-related loss of muscle mass and function, due to an increase in muscle protein degradation and reduced protein synthesis [1,2,3,4]. In sarcopenic muscle, a reduction in the number of myofibers and hypotrophic myofibers, as well as infiltration into adipose and, at later stages, fibrotic tissue, has also been observed [5].

Numerous studies have shown that glucocorticoids decrease muscle size, due to accelerated muscle protein breakdown [6,7]. Thus, to mimic in vitro sarcopenia, treatment with DEXA, a synthetic glucocorticoid, is used. In particular, it has been reported as a non-genomic mechanism of action, induced by DEXA in myotube atrophy [8,9,10].

The degradation of skeletal muscle proteins is controlled by two proteolytic pathways: the ubiquitin–proteasome system and autophagy. Recently, FOXO transcription factors have been identified as the main coordinators of these proteolytic pathways, by virtue of their capacity to induce several autophagy-related genes, as well as the ubiquitin ligases atrogine-1 and muscle ring-finger 1 (MuRF1) [11,12], (Figure 1).

Figure 1.

Figure 1

Upregulation of atrogin-1 and MuRF1 by glucocorticoids have been linked to activation of Forkhead BoxO (FOXO1) and FOXO3A resulting from reduced protein kinase B (Akt) activity. Atrogin-1 and MuRF1 are two muscle-specific ubiquitin ligases linked to muscle atrophy when upregulated. Glucocorticoid receptor: GR. Modified by Chen et al. [13].

Sarcopenia can be counteracted with a change in eating habits, as a way to overcome anabolic resistance of the muscle. Oral antioxidant supplementation may contribute to reducing the indices of oxidative stress, both in animal and human models, by reinforcing the natural endogenous defenses [14]. The use of antioxidants has been shown to be efficient against sarcopenia, preventing or delaying skeletal muscle atrophy [15,16,17]. Among natural antioxidants, polyphenols constituted the most abundant compounds in the diet and can be divided into different classes, such as phenolic acids, flavonoids, stilbenes, and lignans. These antioxidants are classified according to the number of phenol rings and of the structural elements that bind these rings to one another.

Tomato (Solanum lycopersicum L.) is one of the most consumed vegetables worldwide, both fresh or processed, and it is characterized by a high content of polyphenols. The tomato adapts to different climatic conditions and the abiotic stress occurrence, such as water stress, can represent one of the biggest problems for this crop cultivation, together with the reuse of its by-products, which represent a significant source of natural antioxidants in the human diet [18,19]. Recently, authors demonstrated the antioxidant properties on vascular-related dysfunction of peel extracts from Rosso di Pitigliano tomatoes, an ancient Tuscan tomato variety, obtained by growing plants in normal or in drought stress conditions [20].

The present study aims at evaluating the protective properties of tomato peel polyphenols from Rosso di Pitigliano, cultivated in normal or in drought stress conditions on an in vitro model of sarcopenia. Firstly, human skeletal muscle cells (HSMM), for their capacity to reproducibly differentiate into multinucleated myotubes, were examined. Myoblasts differentiated into myotubes were studied for the expression of various markers of skeletal muscle cells, such as MYH2, TNNT, and MYOG, and by immunofluorescent techniques. Differentiated cells were exposed to DEXA treatment and the protective effect of tomato peel extract was evaluated.

2. Results

2.1. Characterization and Phenolic Profile of Tomato Peel Extracts

The identification of the phenolic compounds in tomato peel from plants grown in normal (RED-Ctr) and in drought stress (RED-Ds) conditions was performed by UHPLC analyses, coupled to ESI-HR-MS. The chromatograms shown in Figure 2 evidenced a very similar profile with 15 identified phenol derivatives. Both extracts are rich in phenolic acids (compounds 15, 11, and 13) and flavonoids (compounds 610, 12, 14, and 15). All compounds were identified by comparison of full MS and fragmentation patterns with literature data, except for chlorogenic acid (3a and 3b isomers), rutin (7), and naringenin (9), confirmed by injection of reference standards (Table 1). Results were in agreement with the phenol composition in tomato peels previously reported [21,22,23].

Figure 2.

Figure 2

UHPLC-HR-ESI-MS profiles of tomato peel extracts of plants grown in normal (RED-Ctr) and in drought stress (RED-Ds) conditions.

Table 1.

UHPLC-HR-ESI-MS/MS data of phenols detected in peel extracts of plants grown in normal (RED-Ctr) and in drought stress (RED-Ds) conditions.

Peak a Compound b tR (min) HR-[M−H]
(m/z)
HR-MS/MS Product Ions
(m/z) c
Molecular Formula Error (ppm) RED
Extract
Phenolic acids
1a Caffeic acid glucoside isomer I 3.0 341.0875 179.03, 145.03, 161.02, 135.04 C15H18O9 −0.73 Ctr, Ds
2a p-Coumaric acid glucoside isomer I 3.3 325.0927 163.04, 119.05, 93.03 C15H18O8 −0.31 Ctr, Ds
1b Caffeic acid glucoside isomer II 3.5 341.0875 179.03, 145.03, 161.02, 135.04 C15H18O9 −0.73 Ctr, Ds
2b p-Coumaric acid glucoside isomer II 3.8 325.0927 163.04, 145.03, 119.05, 93.03 C15H18O8 −0.31 Ctr, Ds
3a Chlorogenic acid isomer I d
(3-O-caffeoylquinic acid)
4.4 353.0878 191.06, 179.03, 173.04, 135.04 C16H18O9 0.00 Ctr, Ds
3b Chlorogenic acid isomer II d 4.7 353.0878 191.06, 179.03, 173.04, 135.04 C16H18O9 0.00 Ctr, Ds
4a p-Coumaric acid glucoside isomer III 5.1 325.0927 163.04, 145.03, 119.05, 93.03 C15H18O9 −0.31 Ctr, Ds
4b p-Coumaric acid glucoside isomer IV 5.2 325.0927 163.04, 145.03, 119.05, 93.03 C15H18O9 −0.31 Ctr, Ds
5a Caffeoylquinic acid isomer I 6.2 353.0878 191.06, 179.03, 135.04 C16H18O9 0.00 Ctr, Ds
5b Caffeoylquinic acid isomer II 6.3 353.0878 191.06, 179.03, 135.04 C16H18O9 0.00 Ctr, Ds
11 Dicaffeoylquinic acid isomer I 10.8 515.1191 353.09, 191.06, 179.03, 173.04, 135.04 C25H24O12 −0.78 Ctr, Ds
13 Dicaffeoylquinic acid isomer II 12.4 515.1191 353.09, 191.06, 179.03, 173.04, 135.04 C25H24O12 −0.78 Ctr, Ds
Flavonoids
6 Quercetin 3-O-(2″-O-apiofuranosyl-6″-O-rhamno pyranosyl- glucopyranoside) 7.3 741.1885 300.03, 301.02, 271.03 C32H40O21 +0.13 Ctr, Ds
7 Rutin d 9.0 609.1461 300.03, 301.02, 271.03 C27H30O16 0.00 Ctr, Ds
8 Kaempferol rutinoside-pentoside 9.3 725.1932 284.03, 285.04, 255.03 C32H38O19 −0.28 Ctr, Ds
9 Kaempferol 3-O-rutinoside 10.2 593.1509 284.03, 285.04, 255.03 C27H30O15 −0.34 Ctr, Ds
10 Naringenin 7-O-glucoside 10.5 433.1138 271.06, 151.00, 119.05 C21H22O10 −0.46 Ctr, Ds
12 Naringenin chalcone glucoside 11.3 433.1138 271.06, 151.00, 119.05 C21H22O10 −0.46 Ctr, Ds
14 Naringenin d 12.8 271.0611 151.00, 119.05 C15H12O5 −0.37 Ctr, Ds
15 Naringenin calchone 13.4 271.0611 151.00, 119.05 C15H12O5 −0.37 Ctr, Ds

a Compound numbers correspond with peak numbers in Figure 2. b Tentatively identified based on MS/MS and literature data. c The ion base peaks are shown in bold. d Confirmed by reference standard.

Phenolic acids are caffeoyl/p-coumaroyl glucosides and caffeoylquinic derivatives, all revealed as cis/trans isomers. Among flavonoids, flavonol glycosides, having quercetin and kaempferol as aglycones, were found, as well as flavanone derivatives with naringenin as aglycone.

Results from quantitative analyses (Table 2) showed a higher total phenol content in the control extract (1278 ± 28 µg/100 g FW) compared to that derived from plants grown in drought stress conditions (1073 ± 9 µg/100 g FW). Interestingly, even though the total phenols decreased in RED-Ds extract, the total content of phenolic acids is higher compared to the RED-Ctr. Indeed, the reduction seems to be due to the variation, especially in naringenin content (556 ± 2 vs. 793 ± 19 µg/100 g FW) and its derivatives.

Table 2.

Amount of constituents detected in peel extracts of plants grown in normal (RED-Ctr) and in drought stress (RED-Ds) conditions.

Peak a Compound RED-Ctr
(µg/100 g FW ± SD)
RED-Ds
(µg/100 g FW ± SD)
Phenolic acids
1a + 1b Caffeic acid glucoside (isomers I and II) 8.18 ± 0.1 18.6 ± 0.1 *
2a + 2b p-Coumaric acid glucoside (isomers I and II) 12.8 ± 0.1 37.8 ± 0.1 *
3a + 3b Chlorogenic acid (isomers I and II) 46.9 ± 0.5 51.9 ± 0.9 *
4a + 4b p-Coumaric acid glucoside (isomers III and IV) 9.13 ± 0.1 16.3 ± 0.2 *
5a + 5b Caffeoylquinic acid (isomers I and II) 15.0 ± 0.2 18.3 ± 0.2 *
11 Dicaffeoylquinic acid (isomer I) 16.5 ± 0.4 20.5 ± 0.4 *
13 Dicaffeoylquinic acid (isomer II) 3.47 ± 0.06 5.03 ± 0.1 *
Flavonoids
6 Quercetin 3-O-(2″-O-apiofuranosyl-6″-O-rhamnopyranosyl-glucopyranoside) 16.1 ± 0.4 16.7 ± 0.4
7 Rutin 45.5 ± 0.5 62.3 ± 0.9 *
8 Kaempferol rutinoside-pentoside 4.88 ± 0.3 5.04 ± 0.2
9 Kaempferol 3-O-rutinoside 7.23 ± 0.3 8.17 ± 0.2 *
10 Naringenin 7-O-glucoside 103 ± 4 * 90.0 ± 2
12 Naringenin chalcone glucoside 119 ± 1 * 109 ± 1
14 Naringenin 793 ± 19 * 556 ± 2
15 Naringenin chalcone 77.4 ± 2 * 58.0 ± 0.6
Total phenolic acids 112 ± 1 168 ± 2 *
Total flavonoids 1166 ± 27 * 905 ± 7
Total phenols 1278 ± 28 * 1073 ± 9

a Compound numbers correspond to the peak numbers in Figure 2 and Table 1. * Statistically significant differences between the samples determined by the t-test, p < 0.01.

2.2. HSMM Differentiation into Multinucleated Myotubes

Primary HSMM demonstrated robust myotube differentiation in accord with Owens et al. [24]. Cells were used at passage 5 for differentiation. Results showed that HSMM differentiated into MYH2-positive multinucleated myotubes (green) within 3 days in the differentiation medium (Figure 3). Myotubes were classified as elongated structures containing three or more nuclei within a single membrane structure. Irregular mass, clumps, or multi-branched aggregation conformations (complex dysmorphic myotubes) with three or more nuclei were not counted as myotubes. In HSMM myotubes, the nuclei tend to be arranged as singlets, or small groups, in linear arrays.

Figure 3.

Figure 3

HSMM differentiation into multinucleated myotubes. Representative phase contrast (a) and dark-field images (b) of MYH2-immunostained cells (green), with Hoechst-labeled nuclei (blue) after 1 day growth medium (phase contrast image, (a)) and 3 days in the differentiation medium (dark-field image, (b)). (Images at ×20 magnification; scale bar = 100 microns).

RNA was prepared from cells harvested on day 3 of culture in the differentiation medium, in order to further characterize the differentiation process of HSMM. Gene expression analyses were performed using quantitative RT-PCR for the late markers of muscle cell differentiation, such as MYH2, TNNT and MYOG [24,25]. The expression of the reference genes studied was detected in all samples. To dissect the best group of reference genes for the normalization of RT-PCR data, the stability was evaluated. The three most stable genes were: eEF1a, RPL13a and B2M (Avg M value = 0.269).

As reported in Figure 4, MYOG, TNNT1 andMYH2 mRNA expression resulted in significantly higher differentiated human myotubes after 3 days of culture in the differentiation medium (p < 0.001 vs. day 1).

Figure 4.

Figure 4

Skeletal muscle cell marker gene expression by RT-PCR. Plots show gene expression of late muscle cell markers Myosin heavy chain-2 (MYH2), Troponin T (TNNT1) and Myogenin (MYOG), normalized to three most stable reference genes, eEF1a, RPL13a and B2M, (Avg M value = 0.269) and then the 2−ΔΔCt algorithm was applied for relative quantification. *** p < 0.001 vs. day 1 using Student’s t-test.

2.3. In Vitro Sarcopenia Induction

DEXA was used to induce myotubes atrophy [24], simulating sarcopenia. In particular, myotubes derived from HSMM were treated with DEXA (50 µM) for 48 h and then fixed and immuno-stained for MYH2. Nuclei were visualized by Hoechst staining. Total myotube areas were measured as described by Lecomte et al. [26] and results were plotted as the percent decrease in myotube area compared to untreated control cultures. Representative images of untreated myotubes or those treated with DEXA are shown in Figure 5a. HSMM myotubes undergo an atrophy-like response to DEXA treatment (Figure 5b, p < 0.05 vs. untreated cell).

Figure 5.

Figure 5

Induction of atrophy in HSMM myotubes. (a) Differentiated myotubes were treated with 50 µM of DEXA for 48 h. Representative images of MYH2/Hoechst-labeled myotube (green/blu). (b) Plots of the percent decrease, from untreated cells, in myotube area, are shown. Plots represent means ± SEM, n = 10. * p < 0.05 vs. untreated cells (control) using Student’s t-test. (Images at ×20 magnification; scale bar = 100 microns).

2.4. Tomato Peel Extracts Effect on Induced-Sarcopenia

Differentiated myotubes were treated for 2 h with tomato peel extracts, obtained from plants grown in normal (RED-Ctr) or in drought stress condition (RED-Ds), and then with DEXA for 48 h. Ascorbic acid (Asc) was used as the positive control [27]. The tomato peel extract concentration used in the present work was the same used as in our recent work [20], due to their non-cytotoxic activity and high antioxidant properties.

Total myotube areas were measured as a percent decrease in untreated myotube area, in order to evaluate muscle atrophy. Results are reported in Figure 6. Data showed that both RED-Ds and RED-Ctr alone do not alter myotube area compared to untreated cells. Moreover, 5 µg GAE/mL TPC of RED-Ds extract showed a protective effect on muscle atrophy, induced by 50 µM DEXA (Figure 6b). As showed in the bar graph, DEXA induced statistically significant decreases in myotube area over untreated control cultures. When cells were pre-treated for 2 h with RED-Ds and then co-incubated with DEXA for 2 days, the decrease in myotube area induced by DEXA was not observed.

Figure 6.

Figure 6

Tomato peel extract effect on myotube atrophy. (a) Representative images of differentiated myotubes (MYH2-positive cells (green), with Hoechst-labeled nuclei in blue) after 48 h of treatment with 50 µM DEXA or 5 µg/mL TPC tomato peel extracts (RED) of plants grown in normal (Ctr) or drought stress (Ds) conditions. Ascorbic acid (Asc) was used as positive control. All images at ×20 magnification; scale bar = 100 microns. (b) Plot shows the percent decrease, from untreated cultures, in myotube area at each treatment condition. Data represent means ± SEM, n = 10. ** p < 0.005 and *** p < 0.001 vs. untreated cell (control); § p < 0.05 vs. DEXA using one-way ANOVA.

The expression level of late markers of differentiation myogenin and myosin heavy chain-2 were evaluated, in order to confirm the effects of tomato peel extracts on muscle atrophy. To this end, cell lysates were prepared at the end of the 48-h treatment period and mRNA expression for markers of muscle cell differentiation was measured by RT-PCR at 6 days of differentiation (Figure 7).

Figure 7.

Figure 7

Gene expression of late Myosin heavy chain-2 (MYH2) and Myogenin (MYOG) muscle cell markers, normalized to three most stable reference genes, eEF1a, RPL13a and B2M, (Avg M value = 0.269). The 2−ΔΔCt algorithm was applied for relative quantification in differentiated myotubes. Differentiated myotubes were treated with 50 µM of DEXA or with 5μg GAE/mL (TPC) of ascorbic acid (Asc) and Rosso di Pitigliano (RED) extracts of plants grown in normal (RED-Ctr) or in drought stress conditions (RED-Ds), for 48 h. Data show relative expression to the untreated cells (control). * p < 0.05, ** p < 0.005 and *** p < 0.001 vs. control; § p < 0.05 vs. DEXA using one-way ANOVA.

The gene expression levels of late differentiation markers did not change when cells were treated with the extracts alone, except for RED-Ctr, which decreased MYOG expression, but not MYH2 expression, compared to untreated cells. These results indicate that polyphenols’ composition of tomato peel extract, grown in different conditions, can influence cell muscle differentiation. When the cells were also treated with DEXA, the RED-Ds extract showed a protective effect on cell differentiation (p < 0.05 vs. DEXA).

Akt and FOXO1 mRNA expression was also measured. As shown in Figure 8, Akt expression was significantly decreased by DEXA and RED-Ctr + DEXA treatments (p < 0.0001 and p < 0.001 vs. control, respectively). On the contrary, FOXO1 mRNA expression was significantly increased by DEXA treatment, as well as by RED-Ctr + DEXA treatment, compared to the untreated cells (p < 0.001).

Figure 8.

Figure 8

Protein kinase B (AKT) (a) and Forkhead BoxO1 (FOXO1) (b) mRNA expression in differentiated myotubes. Differentiated myotubes were treated with 50 µM of DEXA or with 5 μg GAE/mL (TPC) of ascorbic acid (Asc), Rosso di Pitigliano (RED) extracts of plants grown in normal (RED-Ctr) or in drought stress conditions (RED-Ds), for 48 h. Data show markers relative expression to the untreated cells (control). * p < 0.05, ** p < 0.005, *** p < 0.001 and **** p < 0.0001 vs. control; §§ p < 0.005 and §§§ p < 0.001 vs. DEXA using one-way ANOVA.

When cells were treated with RED-Ds or Asc, the negative effect of DEXA on Akt mRNA expression was reduced and a significant decrease in FOXO1 mRNA expression was observed (p < 0.005 vs. DEXA), (Figure 8a).

3. Discussion

Tomato is one of the main sources of valuable nutrients in the Mediterranean diet, but is also a valuable nutrient all around the world. During tomato processing, obtained by-products are unused, but these by-products contain a great variety of biologically active substances with beneficial properties [28]. The tomato variety, Rosso Di Pitigliano, was chosen by the Tuscan Regional Bank of the Germplasm to evaluate the peel extract’s properties. In our recent study, the antioxidant properties of Rosso Di Pitigliano peel extract of plants grown in stress conditions on endothelial cells were demonstrated [20].

In the present study, for the first time, the effect of tomato by-products on a primary human skeletal muscle cells line, subjected to an atrophy stimulus, was evaluated.

It is well known that DEXA induces muscle atrophy [8,9,12,29] and it can be used as a model of sarcopenia in vitro [30]. However, glucocorticoids are widely used to treat numerous inflammatory diseases; thus, a strategy to reduce collateral effects can be useful. Polyphenols have been reported to exert strong anti-atrophic effects by modulating the pro-atrophic factors or signaling pathways that contribute to muscle atrophy [15,31].

The authors observed that in tomato peel extracts, the differences between the total content of phenols detected with LC-MS are not excessively different. However, the variation within the classes of compounds is interesting. In particular, phenolic acids content increased in the stressed tomato peel extract, while some flavonoids, such as naringenin, decreased.

Phenolic acids are important bioactive compounds of the polyphenolic class. They consist of an aromatic ring, with several hydroxyl groups attached. Some representative phenolic acids have been described to exert beneficial effects on muscles by promoting their growth or reducing their wasting by improving mitochondrial quality [31]. Our results showed that the tomato peel polyphenols of plants grown in drought stress conditions prevented DEXA-induced muscle atrophy, modulating expression of the genes involved in cell muscle metabolism. Chlorogenic acid, a phenolic acid compound obtained through the esterification of caffeic and quinic acids, is the main component of RED-Ds extract. This phenolic acid is abundant in some fruits, dietary vegetables, and daily beverages, such as coffee, pineapple, beans, strawberries, and apples [32]. Previous reports have demonstrated that chlorogenic acid exhibits a wide range of pharmacological effects, including anti-inflammatory, anti-oxidative, and anti-carcinogenic activities [33,34,35]. Moreover, as reported by Ommati et al., chlorogenic acid significantly improves skeletal muscle strength by promoting mitochondrial function [36]. The results of the present work suggest it provides a major contribution to the effects of the extracts that can be added to the effect of both flavonoids (rutin and quercetin) [15,37]. Recently, Chang et al. [37] reported that rutin up-regulates not only mitochondrial biogenesis and oxidative phosphorylation, but also myosin heavy chain content in C2C12 myotubes. Thus, despite the presence of p-coumaric acid glucoside, which is reported to inhibit horse-serum-induced skeletal muscle differentiation [38], RED-Ds does not reduce cell differentiation. Furthermore, RED-Ctr was shown to reduce MYOG expression and does not protect cells from DEXA treatment. This result could be due to the higher concentration of naringenin, the most abundant flavonoid, compared to that of the RED-Ds extract. As reported by Pellegrini et al. [39], naringenin delays skeletal muscle differentiation by blocking ERα-mediated Akt phosphorylation [39].

In the present study, the mRNA expression of Akt and FOXO1 was also evaluated. Glucocorticoids exert their physiological actions mainly via a nuclear pathway to directly affect target gene transcription. In particular, DEXA exerts its biological effects predominantly via the glucocorticoid receptor. DEXA stimulation could be mediated by the increased expression of other transcription factors and associated coactivators that, in turn, bind to and activate the MuRF1 promoter. Recently, the FOXO family (FOXO1, FOXO3a, and FOXO4) have been implicated as key regulators of gene expression during skeletal muscle atrophy [11,40]. FOXO1 mRNA, in particular, is up-regulated during DEXA treatment [41,42]. In our study, we observed that RED-Ds, but not RED-Ctr, can modulate FOXO1 mRNA expression, down-regulating their expression in the presence of DEXA. This result could be due to the effect of naringenin, the most abundant flavonoid found in RED-Ctr and involved in the delays in skeletal muscle differentiation. However, further studies are needed to understand the specific role of tomato polyphenols in muscle atrophy.

As recently reported by Conti et al. [43], water shortage stress can affect the yield of tomato crops, the volume, diameter and composition of the fruits, as well as the plant metabolic pathways, increasing bioactive production. According to Sanchez et al. [44], when the plant is stressed, it activates the simpler metabolic pathways, which leads to simple phenolic compounds, rather than the mixed pathway that leads to flavonoids.

4. Materials and Methods

4.1. Cells, Media and Supplement

Human skeletal muscle myoblasts (HSMM, Catalog #CC-2580, lot #0000655307, Lonza, Walkersville, MD, USA), isolated from the quadriceps muscle of an 18-year-old male and Skeletal Muscle Growth Media-2 (SKGM-2 Medium) with single quots kit, were purchased from Lonza (Walkersville, MD, USA). HSMM differentiation medium was prepared by adding 2% horse serum to DMEM-F12 medium (both from Lonza, Walkersville, MD, USA).

Anti-skeletal myosin Fast primary antibody (MY-32); Dexamethasone (DEXA); bovine serum albumin (BSA); formalin, Triton X-100 and Hoechst nuclear stain (#33342) were purchased from Sigma-Aldrich (Milan, Italy). Alexa 488 conjugated anti-mouse IgG secondary antibody was purchased from Invitrogen (Thermo Fischer Scientific, Monza, Italy). Methanol, formic acid, and water for UHPLC analyses were purchased from Romil-Deltek (Pozzuoli, Italy). Chlorogenic acid (purity ≥ 95%), rutin (purity ≥ 95%), and naringenin (purity ≥ 95%), used as reference standards were purchased from Sigma-Aldrich (Milan, Italy).

4.2. Sample Preparation

4.2.1. Fruit Harvesting and Growth Conditions

The tomato variety used for the study was chosen from nine local Tuscan varieties (Solanum lycopersicum L.) registered at the Tuscan Regional Germplasm Bank, characterized by different morphological and agronomic features. The tomato variety used for this study was Rosso di Pitigliano obtained by growing plants in normal conditions or in drought stress conditions. Plants were harvested and stressed as described by Cesare et al. [20].

4.2.2. Tomato Peel Extracts Preparation

Lyophilized tomato peel sample was prepared as previously described by Cesare et al. [20]. The freeze-dried tomato peel extracts were transferred into airtight containers and stored at −20 °C until used.

4.3. UHPLC-HR-ESI-MS Analyses of Tomato Peel Extracts

Tomato peel extracts were analyzed by means of UHPLC using a Vanquish Flex Binary pump LC system coupled with an ESI-HR-MS, Q Exactive Plus MS, Orbitrap-based FT-MS system (Thermo Fischer Scientific Inc., Bremen, Germany). Each sample was injected (5 µL) on a C-18 Kinetex® Biphenyl (Phenomenex, Bologna, Italy) column (100 × 2.1 mm, 2.6 μm particle size) provided by a Security Guard TM Ultra Cartridge (Phenomenex, Bologna, Italy). A linear solvent gradient was developed for elution using formic acid in MeOH 0.1% v/v (solvent A) and formic acid in H2O 0.1% v/v (solvent B), from 5 to 55% A within 14 min, at a flow rate 0.5 mL/min. The autosampler and column oven temperatures were maintained at 4 and 35 °C, respectively. HR mass spectra were acquired in a scan range of m/z 250–1200 in ESI negative ion mode, by using ionization parameters as previously reported [45] operating in full (70000 resolution, 220 ms maximum injection time) and data-dependent-MS/MS scan (17500 resolution, 60 ms maximum injection time).

The quantitative analysis of phenols was performed by constructing calibration curves based on rutin (concentration range 0.1–50 μg/mL), naringenin (concentration range 0.1–100 μg/mL), and chlorogenic acid (concentration range 5–500 μg/mL), as external standards for flavanol glycosides, flavanones, and phenolic acids, respectively. Standard methanol solutions were prepared in triplicate at different concentrations by serial dilution starting from a stock solution of 1.0 mg/mL. The calibration curve was obtained by using concentration (µg/mL) with respect to the areas obtained by integration of full MS peaks of the reference standards. Linear simple correlation was used to analyze the relation between variables (R2 = 1 for rutin and naringenin; R2 = 0.9989 for chlorogenic acid). The phenol amount was obtained by using a Microsoft® Office Excel (Redmond, Washington, USA) and expressed as µg of 100 g of FW.

4.4. Cell Culture and Differentiation

HSMM was expanded in complete growth medium and incubated in a humidified incubator at 37 °C, 5% CO2. Culture medium was changed every three days. Cells were passaged when they reached 50–70% confluency.

To induce differentiation, cells were plated at 20,000 cells/cm2 in 12-well polystyrene cell culture plates and incubated overnight in growth medium in a cell culture incubator (37 °C, 5% CO2). The following morning, the growth medium was replaced with differentiation medium and the cultures were incubated for 3 days, during which time myotube differentiation occurred.

4.5. Cell Treatment in Sarcopenia-Induced Model

The cellular model of sarcopenia was reproduced by treating HSMM with 50 µM DEXA on day 3 of differentiation. On the same day, 5 µg GAE/mL TPC of RED-Ctr, 5 µg GAE/mL TPC of RED-DS and 5 µg Asc were added 2 h prior to DEXA treatment and cells were incubated for another 2 days. Cells were then treated for immunostaining measurement. For gene expression studies, the cell pellet was prepared and stored at −80 °C in a local refrigerator.

4.6. Immunostaining and Fluorescence Analysis

The HSMM differentiation into multinucleated myotubes was assessed by immunofluorescent techniques. Briefly, after treatment cells were fixed with 10% formalin for 20 min at room temperature (RT). Cells were washed three times with PBS, and then permeabilized with 0.5% Triton X-100 at RT for 15 min. Non-specific binding sites were blocked by incubation with 2% BSA, 0.25% Triton X-100 in PBS at RT for 30 min.

Cells were then incubated with anti-skeletal myosin FAST primary antibody (MY-32) diluted 1:500 in blocking buffer at RT for 2 h, to evaluate MYH2-positive cells. After rinsing with blocking buffer without Triton X-100 for 10 min, cells were incubated with Alexa 488 (green) conjugated anti-Mouse IgG secondary antibodies at 1:400 dilution along with Hoechst nuclear stain at 1:5,000 dilution in blocking buffer at RT for 1 h.

Cells were washed with PBS three times, 5 min each, and viewed under a fluorescence microscope (Nikon Eclipse Ti, Amsterdam, The Netherlands) equipped with a digital CCD camera and 20X objective. Images were recorded using AxioVision (Carl Zeiss MicroImaging, GmbH) software.

Total myotube areas were measured as described by Semsarian et al. [46] and Lecomte et al. [26] and results were plotted as the percent decrease or increase in myotube area compared to untreated control cultures.

4.7. RNA Extraction, Reverse Transcription and Real-Time PCR Experiments

Total RNA was extracted from cultured cells with High Pure RNA Isolation Kit (Roche Diagnostics Indianapolis, USA). RNA concentration was determined by Nanodrop 1000 (Thermo Fisher Scientific) at 260 nm. The ratio of readings at 260 nm and 280 nm (A260/A280) provided an estimate for the purity of RNA and only samples that showed OD 260/280 ratios of 1.9–2.1 were used. The RNA samples were stored at −80 °C for use in gene expression studies. First strand cDNA was synthesized with iScript cDNA Synthesis kit (Bio-rad, Hercules, CA, USA), following the manufacturer’s protocol. The cDNA samples obtained were placed on ice and stored at 4 °C until further use.

Primer pairs of both interested markers and reference genes were designed with Primer-BLAST (https://blast.ncbi.nlm.nih.gov/Blast.cgi?PROGRAM=blastn&PAGE_TYPE=BlastSearch&LINK_LOC=blasthome, accessed on 23 May 2020) and synthesized by Merck Life Science S.r.l. Reaction conditions for all primers were optimized by means of a gradient PCR, conducted to assess the optimal annealing temperature, while a standard curve obtained by scalar dilution of a cDNA pool was always generated to verify PCR efficiency. In Table 3 the primer sequence details of the analyzed genes are reported. RT-PCR reactions were performed in duplicate in the Bio-Rad CFX Connect Thermal Cycler (CFX-Connect Real-Time PCR detection systems, Bio-Rad). EvaGreen (SsoFAST EvaGreen Supermix, Bio-Rad) was used for monitoring cDNA amplification. PCR was performed in a volume of 20 μL per reaction, including 0.2 μM of each primer (Merck Life Science S.r.l., Milan, Italy), samples, reagent, and sterile H2O. RT-PCR data were normalized with three most stable reference genes, eEF1a, RPL13a and B2M, (Avg M value = 0.269) and then the 2−ΔΔCt algorithm was applied for relative quantification using Bio-Rad’s CFX Maestro software (CFX Real-Time PCR detection systems, Bio-Rad Laboratories Inc., Hercules, CA, USA).

Table 3.

Beta-2 Microglobulin (B2M); Eukaryotic translation elongation factor 1 alpha (eEF1A); Forkhead Box O1 (FOXO1); Myogenin (MYOG); Myosin heavy chain 2 (MYH2); Protein kinase B (AKT); Ribosomal protein L13a (RPL13A); Troponin T (TNNT1).

Gene Sequence GenBank,
Accession
Length (bp) Temperature (°C)
AKT Forward CTGCACAAACGAGGGGAGTA NM_001014431.2 142 60
Reverse GCGCCACAGAGAAGTTGTTG
B2M Forward CACTGAATTCACCCCCACTGA NM_004048.4 102 60
Reverse GCTTACATGTCTCGATCCCAC
eEF1A Forward CTTTGGGTCGCTTTGCTGTT NM_001402 183 60
Reverse CCGTTCTTCCACCACTGATT
FOXO1 Forward GGGTTAGTGAGCAGGTTACAC NM_002015.4 170 60
Reverse CTTTGCTGCCAAGTCTGACG
MYH2 Forward CTCAAAGCTCTCTGCTACCCC NM_017534.6 88 60
Reverse CTACTGCGTTGGACACCTGTTCT
MYOG Forward AGATTGTCTTCCAAGCCGGG NM_002479.6 112 60
Reverse CTGGCTTCCTAGCATCAGGG
RPL13A Forward CGCCCTACGACAAGAAAAAG NM_012423 206 60
Reverse CCGTAGCCTCATGAGCTGTT
TNNT1 Forward GTCAGAGAGAGCCGAGCAAC NM_001126133.3 197 60
Reverse CACGCTTCTGTTCTGCCTTG

4.8. Statistical Analysis

Results are expressed as means and standard error of mean (SEM). Statistical analysis was carried out using Student’s t-tests or one-way ANOVA using GraphPad PRISM 8 (GraphPad software, Inc., La Jolla, CA, USA) software for Windows. All tests were considered significant when p < 0.05.

5. Conclusions

The present paper showed, for the first time, to the best of the authors’ knowledge, that tomato by-product extracts, obtained from plants grown in drought stress conditions, reduced DEXA-induced atrophy in human skeletal muscle cells. These results encourage further studies for a potential use of tomato peel extracts in the development of anti-atrophic food supplements used for neutralizing pharmacological or oxidative-stress-induced pathological conditions in skeletal muscles. Nevertheless, the protective effect of the peel extracts could depend on their qualitative polyphenolic composition. The chemical characterization of the polyphenolic composition that is responsible for a strong anti-atrophic activity would help to assess the quality of extracts intended for use as supplements.

Acknowledgments

The authors acknowledge to Jose Gustavo De La Ossa for technical support.

Author Contributions

Conceptualization, F.F. and M.M.C.; methodology, M.M.C., V.C. and M.D.L.; validation, F.F., M.D.L. and A.B.; investigation, F.F., M.M.C., V.C. and M.D.L.; data curation, F.F.; writing—original draft preparation, F.F. and M.M.C.; writing—review and editing, F.F., M.D.L., A.B. and L.F.; project administration, R.D.S.; funding acquisition, R.D.S.; All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Doctorate Degree program PEGASO of the Tuscany region.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

Sample Availability

Samples of the compounds RED-Ds and RED-Ctr are available from the authors.

Footnotes

Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Marques A., Queiros C. Frailty, Sarcopenia and Falls. In: Hertz K., Santy-Tomlinson J., editors. Fragility Fracture Nursing: Holistic Care and Management of the Orthogeriatric Patient. Springer; Cham, Switzerland: 2018. pp. 15–26. [PubMed] [Google Scholar]
  • 2.Afroze D., Kumar A. ER stress in skeletal muscle remodeling and myopathies. FEBS J. 2019;286:379–398. doi: 10.1111/febs.14358. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Rosenberg I.H. Sarcopenia: Origins and clinical relevance. J. Nutr. 1997;127:990S–991S. doi: 10.1093/jn/127.5.990S. [DOI] [PubMed] [Google Scholar]
  • 4.Bauer J., Morley J.E., Schols A., Ferrucci L., Cruz-Jentoft A.J., Dent E., Baracos V.E., Crawford J.A., Doehner W., Heymsfield S.B., et al. Sarcopenia: A time for action. An SCWD position paper. J. Cachexia Sarcopenia Muscle. 2019;10:956–961. doi: 10.1002/jcsm.12483. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Mastrocola R., Collino M., Nigro D., Chiazza F., D’Antona G., Aragno M., Minetto M.A. Accumulation of advanced glycation end-products and activation of the SCAP/SREBP lipogenetic pathway occur in diet-induced obese mouse skeletal muscle. PLoS ONE. 2015;10:e0119587. doi: 10.1371/journal.pone.0119587. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Auclair D., Garrel D.R., Chaouki Zerouala A., Ferland L.H. Activation of the ubiquitin pathway in rat skeletal muscle by catabolic doses of glucocorticoids. Am. J. Physiol. 1997;272:C1007–C1016. doi: 10.1152/ajpcell.1997.272.3.C1007. [DOI] [PubMed] [Google Scholar]
  • 7.Jackman R.W., Kandarian S.C. The molecular basis of skeletal muscle atrophy. Am. J. Physiol. Cell Physiol. 2004;287:C834–C843. doi: 10.1152/ajpcell.00579.2003. [DOI] [PubMed] [Google Scholar]
  • 8.Clarke B.A., Drujan D., Willis M.S., Murphy L.O., Corpina R.A., Burova E., Rakhilin S.V., Stitt T.N., Patterson C., Latres E., et al. The E3 ligase MuRF1 degrades myosin heavy chain protein in dexamethasone-treated skeletal muscle. Cell Metab. 2007;6:376–385. doi: 10.1016/j.cmet.2007.09.009. [DOI] [PubMed] [Google Scholar]
  • 9.Zhao W., Qin W., Pan J., Wu Y., Bauman W.A., Cardozo C. Dependence of dexamethasone-induced Akt/FOXO1 signaling, upregulation of MAFbx, and protein catabolism upon the glucocorticoid receptor. Biochem. Biophys. Res. Commun. 2009;378:668–672. doi: 10.1016/j.bbrc.2008.11.123. [DOI] [PubMed] [Google Scholar]
  • 10.Waddell D.S., Baehr L.M., Van Den Brandt J., Johnsen S.A., Reichardt H.M., Furlow J.D., Bodine S.C. The glucocorticoid receptor and FOXO1 synergistically activate the skeletal muscle atrophy-associated MuRF1 gene. Am. J. Physiol.-Endocrinol. Metab. 2008;295:E785–E797. doi: 10.1152/ajpendo.00646.2007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Sandri M., Sandri C., Gilbert A., Skurk C., Calabria E., Picard A., Walsh K., Schiaffino S., Lecker S.H., Goldberg A.L. Foxo transcription factors induce the atrophy-related ubiquitin ligase atrogin-1 and cause skeletal muscle atrophy. Cell. 2004;117:399–412. doi: 10.1016/S0092-8674(04)00400-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Ma K., Mallidis C., Bhasin S., Mahabadi V., Artaza J., Gonzalez-Cadavid N., Arias J., Salehian B. Glucocorticoid-induced skeletal muscle atrophy is associated with upregulation of myostatin gene expression. Am. J. Physiol. Endocrinol. Metab. 2003;285:E363–E371. doi: 10.1152/ajpendo.00487.2002. [DOI] [PubMed] [Google Scholar]
  • 13.Chen C., Yang J.S., Lu C.C., Chiu Y.J., Chen H.C., Chung M.I., Wu Y.T., Chen F.A. Effect of quercetin on dexamethasone-induced C2C12 skeletal muscle cell injury. Molecules. 2020;25:3267. doi: 10.3390/molecules25143267. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Fougere B., van Kan G.A., Vellas B., Cesari M. Redox systems, antioxidants and sarcopenia. Curr. Protein Pept. Sci. 2018;19:643–648. doi: 10.2174/1389203718666170317120040. [DOI] [PubMed] [Google Scholar]
  • 15.Otsuka Y., Egawa K., Kanzaki N., Izumo T., Rogi T., Shibata H. Quercetin glycosides prevent dexamethasone-induced muscle atrophy in mice. Biochem. Biophys. Rep. 2019;18:100618. doi: 10.1016/j.bbrep.2019.100618. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Salucci S., Falcieri E. Polyphenols and their potential role in preventing skeletal muscle atrophy. Nutr. Res. 2020;74:10–22. doi: 10.1016/j.nutres.2019.11.004. [DOI] [PubMed] [Google Scholar]
  • 17.Son Y.H., Jang E.J., Kim Y.W., Lee J.-H. Sulforaphane prevents dexamethasone-induced muscle atrophy via regulation of the Akt/Foxo1 axis in C2C12 myotubes. Biomed. Pharmacother. 2017;95:1486–1492. doi: 10.1016/j.biopha.2017.09.002. [DOI] [PubMed] [Google Scholar]
  • 18.Pellicanò T.M., Sicari V., Loizzo M.R., Leporini M., Falco T., Poiana M. Optimizing the supercritical fluid extraction process of bioactive compounds from processed tomato skin by-products. Food Sci. Technol. 2020;40:692–697. doi: 10.1590/fst.16619. [DOI] [Google Scholar]
  • 19.Friedman M. Anticarcinogenic, cardioprotective, and other health benefits of tomato compounds lycopene, alpha-tomatine, and tomatidine in pure form and in fresh and processed tomatoes. J. Agric. Food Chem. 2013;61:9534–9550. doi: 10.1021/jf402654e. [DOI] [PubMed] [Google Scholar]
  • 20.Cesare M.M., Felice F., Conti V., Cerri L., Zambito Y., Romi M., Cai G., Cantini C., Di Stefano R. Impact of peels extracts from an Italian ancient tomato variety grown under drought stress conditions on vascular related dysfunction. Molecules. 2021;26:4289. doi: 10.3390/molecules26144289. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Barros L., Duenas M., Pinela J., Carvalho A.M., Buelga C.S., Ferreira I.C. Characterization and quantification of phenolic compounds in four tomato (Lycopersicon esculentum L.) farmers’ varieties in northeastern Portugal homegardens. Plant Foods Hum. Nutr. 2012;67:229–234. doi: 10.1007/s11130-012-0307-z. [DOI] [PubMed] [Google Scholar]
  • 22.Slimestad R., Verheul M. Review of flavonoids and other phenolics from fruits of different tomato (Lycopersicon esculentum Mill.) cultivars. J. Sci. Food Agric. 2009;89:1255–1270. doi: 10.1002/jsfa.3605. [DOI] [Google Scholar]
  • 23.Moco S., Bino R.J., Vorst O., Verhoeven H.A., de Groot J., van Beek T.A., Vervoort J., de Vos C.H. A liquid chromatography-mass spectrometry-based metabolome database for tomato. Plant Physiol. 2006;141:1205–1218. doi: 10.1104/pp.106.078428. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Owens J., Moreira K., Bain G. Characterization of primary human skeletal muscle cells from multiple commercial sources. Vitr. Cell Dev. Biol. Anim. 2013;49:695–705. doi: 10.1007/s11626-013-9655-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Burattini S., Ferri P., Battistelli M., Curci R., Luchetti F., Falcieri E. C2C12 murine myoblasts as a model of skeletal muscle development: Morpho-functional characterization. Eur. J. Histochem. 2004;48:223–233. [PubMed] [Google Scholar]
  • 26.Lecomte V., Meugnier E., Euthine V., Durand C., Freyssenet D., Nemoz G., Rome S., Vidal H., Lefai E. A new role for sterol regulatory element binding protein 1 transcription factors in the regulation of muscle mass and muscle cell differentiation. Mol. Cell Biol. 2010;30:1182–1198. doi: 10.1128/MCB.00690-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Shima A., Pham J., Blanco E., Barton E.R., Sweeney H.L., Matsuda R. IGF-I and vitamin C promote myogenic differentiation of mouse and human skeletal muscle cells at low temperatures. Exp. Cell Res. 2011;317:356–366. doi: 10.1016/j.yexcr.2010.11.001. [DOI] [PubMed] [Google Scholar]
  • 28.Viuda-Martos M., Sanchez-Zapata E., Sayas-Barbera E., Sendra E., Perez-Alvarez J.A., Fernandez-Lopez J. Tomato and tomato byproducts. Human health benefits of lycopene and its application to meat products: A review. Crit. Rev. Food Sci. Nutr. 2014;54:1032–1049. doi: 10.1080/10408398.2011.623799. [DOI] [PubMed] [Google Scholar]
  • 29.Qin J., Du R., Yang Y.-Q., Zhang H.-Q., Li Q., Liu L., Guan H., Hou J., An X.-R. Dexamethasone-induced skeletal muscle atrophy was associated with upregulation of myostatin promoter activity. Res. Vet. Sci. 2013;94:84–89. doi: 10.1016/j.rvsc.2012.07.018. [DOI] [PubMed] [Google Scholar]
  • 30.Di Cesare Mannelli L., Micheli L., Lucarini E., Parisio C., Toti A., Tenci B., Zanardelli M., Branca J.J.V., Pacini A., Ghelardini C. Effects of the combination of β-hydroxy-β-methyl butyrate and R(+) lipoic acid in a cellular model of sarcopenia. Molecules. 2020;25:2117. doi: 10.3390/molecules25092117. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Nikawa T., Ulla A., Sakakibara I. Polyphenols and their effects on muscle atrophy and muscle health. Molecules. 2021;26:4887. doi: 10.3390/molecules26164887. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Upadhyay R., Mohan Rao L.J. An outlook on chlorogenic acids-occurrence, chemistry, technology, and biological activities. Crit. Rev. Food Sci. Nutr. 2013;53:968–984. doi: 10.1080/10408398.2011.576319. [DOI] [PubMed] [Google Scholar]
  • 33.Liu Y.J., Zhou C.Y., Qiu C.H., Lu X.M., Wang Y.T. Chlorogenic acid induced apoptosis and inhibition of proliferation in human acute promyelocytic leukemia HL60 cells. Mol. Med. Rep. 2013;8:1106–1110. doi: 10.3892/mmr.2013.1652. [DOI] [PubMed] [Google Scholar]
  • 34.Tsang M.S., Jiao D., Chan B.C., Hon K.L., Leung P.C., Lau C.B., Wong E.C., Cheng L., Chan C.K., Lam C.W., et al. Anti-inflammatory activities of pentaherbs formula, berberine, gallic acid and chlorogenic acid in atopic dermatitis-like skin inflammation. Molecules. 2016;21:519. doi: 10.3390/molecules21040519. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Ye H.Y., Li Z.Y., Zheng Y., Chen Y., Zhou Z.H., Jin J. The attenuation of chlorogenic acid on oxidative stress for renal injury in streptozotocin-induced diabetic nephropathy rats. Arch. Pharm. Res. 2016;39:989–997. doi: 10.1007/s12272-016-0771-3. [DOI] [PubMed] [Google Scholar]
  • 36.Ommati M.M., Farshad O., Mousavi K., Khalili M., Jamshidzadeh A., Heidari R. Chlorogenic acid supplementation improves skeletal muscle mitochondrial function in a rat model of resistance training. Biologia. 2020;75:1221–1230. doi: 10.2478/s11756-020-00429-7. [DOI] [Google Scholar]
  • 37.Chang W.T., Huang S.C., Cheng H.L., Chen S.C., Hsu C.L. Rutin and gallic acid regulates mitochondrial functions via the SIRT1 pathway in C2C12 myotubes. Antioxidants. 2021;10:286. doi: 10.3390/antiox10020286. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Ilavenil S., Kim da H., Srigopalram S., Arasu M.V., Lee K.D., Lee J.C., Lee J.S., Renganathan S., Choi K.C. Potential application of p-coumaric acid on differentiation of C2C12 skeletal muscle and 3T3-L1 preadipocytes-an in vitro and in silico approach. Molecules. 2016;21:997. doi: 10.3390/molecules21080997. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Pellegrini M., Bulzomi P., Galluzzo P., Lecis M., Leone S., Pallottini V., Marino M. Naringenin modulates skeletal muscle differentiation via estrogen receptor α and β signal pathway regulation. Genes Nutr. 2014;9:425. doi: 10.1007/s12263-014-0425-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Butow R.A., Avadhani N.G. Mitochondrial signaling: The retrograde response. Mol. Cell. 2004;14:1–15. doi: 10.1016/S1097-2765(04)00179-0. [DOI] [PubMed] [Google Scholar]
  • 41.Furuyama T., Kitayama K., Yamashita H., Mori N. Forkhead transcription factor FOXO1 (FKHR)-dependent induction of PDK4 gene expression in skeletal muscle during energy deprivation. Biochem. J. 2003;375:365–371. doi: 10.1042/bj20030022. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Lecker S.H., Jagoe R.T., Gilbert A., Gomes M., Baracos V., Bailey J., Price S.R., Mitch W.E., Goldberg A.L. Multiple types of skeletal muscle atrophy involve a common program of changes in gene expression. FASEB J. 2004;18:39–51. doi: 10.1096/fj.03-0610com. [DOI] [PubMed] [Google Scholar]
  • 43.Conti V., Romi M., Guarnieri M., Cantini C., Cai G. Italian tomato cultivars under drought stress show different content of bioactives in pulp and peel of fruits. Foods. 2022;11:270. doi: 10.3390/foods11030270. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Santos Sánchez N., Salas-Coronado R., Hernández-Carlos B., Villanueva C. Plant Physiological Aspects of Phenolic Compounds. Volume 1. Intechopen; London, UK: 2019. Shikimic acid pathway in biosynthesis of phenolic compounds; pp. 1–15. [Google Scholar]
  • 45.Macaluso M., Bianchi A., Sanmartin C., Taglieri I., Venturi F., Testai L., Flori L., Calderone V., De Leo M., Braca A., et al. By-products from winemaking and olive mill value chains for the enrichment of refined olive oil: Technological challenges and nutraceutical features. Foods. 2020;9:1390. doi: 10.3390/foods9101390. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Semsarian C., Sutrave P., Richmond D.R., Graham R.M. Insulin-like growth factor (IGF-I) induces myotube hypertrophy associated with an increase in anaerobic glycolysis in a clonal skeletal-muscle cell model. Biochem. J. 1999;339:443–451. doi: 10.1042/bj3390443. [DOI] [PMC free article] [PubMed] [Google Scholar]

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