Version Changes
Revised. Amendments from Version 1
We have made minor revisions as stated by the reviewer: 1. The Laboratory of Pharmacology, Faculty of Mathematics and Natural Sciences, Sam Ratulangi University where the study was conducted is not in Makassar, it should be a typo and we have changed it to Manado. 2. The terminology and composition of diets are inconsistent and unclear. We've made it clear. 3. The area where the blood sample was collected is inappropriate. We've made that clear, in the tail of the rats. 4. The doses of Sea grapes extract were 150 mg/kg BW and 450 mg/kg BW. How did you decide on these doses? Are there any safety issues? In existing studies, most use 100 mg and 200 mg, therefore the choice of this dose is higher and different from previous studies and 450 is the maximum capacity for a safe rats stomach.
Abstract
Background: Sea grapes or Caulerpa racemosa have a lot of phytochemical content, especially unsaturated fatty acids that are beneficial for health. This study aims to evaluate the effects of sea grapes extract on blood glucose levels, total cholesterol-, and Peroxisome proliferator-activated receptor-gamma coactivator (PGC)-1α in male Wistar rats, which were given per-oral (p.o.) cholesterol- and carbohydrates fat-enriched diets (CFED). Methods: Forty male Wistar albino rats weighing between 200 – 250 g were used for this study. Animals were randomly distributed into four groups of ten animals each. Group A served as control (received standard dry pellet diet). Rats in group B were fed on CFED for 4 weeks. Groups C and D were fed on CFED and were administered 150 and 450 mg/kg of sea grapes extract (p.o.), respectively. Results: Group C rats indicated a blood glucose reduction and an increase in PGC-1α serum, in comparison to group D (p<0.05). There were no significant differences between group C and D in blood cholesterol reduction (high dose of the extract did not have significant effects) (p=0.222), and both groups had the same effect in lowering total cholesterol in rats. Conclusion: Sea grapes extract is proven to improve blood glucose, total cholesterol, and PGC-1α levels in rats fed with CFED.
Keywords: Caulerpa racemosa extract, blood glucose, total cholesterol, PGC-1α, functional food
Introduction
Reactive Oxygen Species (ROS) are the amounts of reactive molecules and free radicals derived from oxygen in a molecule ( i.e., superoxide, peroxide, hydrogen peroxide, hydroxyl radical, etc.) ( Sies & Jones, 2020). Oxygen-based radicals are produced as a byproduct in the mitochondrial electron transport at the aerobic respiration performed by oxidoreductase enzymes and metal-catalyzed oxidation. A recent study has shown that ROS has a role in cell apoptosis that leads to organ dysfunction ( Pizzino et al., 2017).
Peroxisome proliferator-activated receptor-gamma coactivator (PGC)-1α is a transcription coactivator that regulates the genes involved in energy metabolism. It is the main regulator of mitochondrial biogenesis ( Liang &Ward, 2006). PGC-1α stimulates mitochondrial biogenesis and encourages the remodeling of muscle tissue to a fiber-type composition that is metabolically more oxidative and less glycolytic in nature, and it participates in the regulation of both carbohydrate and lipid metabolism ( Puigserver & Spiegelman, 2003; S. Yang et al., 2020).
The ability of cell defense against ROS has been associated with aging and contributes to the increased oxidative stress state. This condition can disturb the enzyme activity, especially through the reversible oxidative reaction at the thiol functional group at the side chain of the enzyme structures ( Birben et al., 2012). This can lead to the alteration of biomolecule structure and integrity, and enzyme dysfunction ( Freitas et al., 2016). As a result, insulin resistance and Type 2 Diabetes can development ( Facchini et al., 2001; Meigs et al., 2003). Additionally, the effect of aging on changes in liver mass can increase serum Low-Density Lipoprotein (LDL)-cholesterol level, due to the hepatocytes cell death caused by oxidative stress ( Anantharaju et al., 2002; Miller, 1984). Hence, effective control of ROS levels is essential. The aging population tends to have a higher prevalence of chronic disease, thus there is a demand for health-improving foods ( Park, 2013). The consumption and production of high-antioxidant as functional foods in recent years are popular due to their capability of reducing Reactive Oxygen Species (ROS), as well as having an impact on several aging and chronic related diseases ( Park, 2013; Park et al., 2004). However, there are some challenges that are associated with the utilization of functional food. For example, specific functional foods need to be consumed in high concentrations in order to be biologically effective, therefore, this would require the nutritional facts such as the daily dose of the bioactive compound in each serving size to be determined ( Kang et al., 2011). Preliminary studies are needed to determine which bioactive compound is the most beneficial, and what is the quantitative-activity relationship between the bioactive compounds contained in functional foods.
Sea grapes ( Caulerpa racemosa) or lawi-lawi (Indonesia-local terminology) is a species of editable green alga, seaweed in the Caulerpaceae family found in waters surrounding Sulawesi ( Pakki et al., 2020). Sea grapes are harvested intensively as they are an important source of macronutrients and micronutrients, especially in East and South-East Asia (grown commercially in ponds and consumed in the Philippines, Indonesia and Vietnam) as a major part of the traditional diet ( Chen et al., 2019). Some studies showed that sea grapes contains several bioactive components, such as protein, polysaccharides, polyphenol, flavonoids, and antioxidants (P. Yang et al., 2015; Yep et al., 2019; Taslim & Fahrul, 2021). Moreover, sea grapes have a high antioxidant level, and they have the potential to act as functional food or nutraceuticals ( Tanna et al., 2020; Yep et al., 2019; Nurkolis et al., 2021). The extract of sea grapes can reduce glucose level, aspartate aminotransferase (AST), alanine aminotransferase (ATL). Moreover, it appears to have a hepatoprotective activity in diabetic rats ( Qudus B Aroyehun et al., 2020). Therefore, this study aims to evaluate the effects of Sea grapes extract on blood glucose levels, total cholesterol, and PGC-1α in male Wistar rats on cholesterol- and fat-enriched diets (CFED).
Methods
This in vivo study was conducted at the pharmacological laboratory, faculty of mathematics and natural sciences, Sam Ratulangi University.
Collection and preparation of plant material
Fresh sea grapes ( Caulerpa racemosa) was collected from the shallow section (5-10 meters from the sea surface) of the Mantehage seawater, North Sulawesi, Indonesia. The botanical identification and authentication were confirmed at the department of pharmacology, faculty of mathematics and natural sciences, Sam Ratulangi University, Indonesia. The specimens were collected for feature references. The sea grapes were rinsed thoroughly with water, air-dried at room temperature and in an 40°C oven, then powdered by an electric mill.
Preparation of sea grapes extracts
Crude powder (one kg) was macerated in 96% ethanol for 72 hours with each extraction performed in triplicates, which resulted in 34% yield. The crude extracts were filtered by Whatman 41 filter paper. The total filtrate was concentrated and evaporated at 40°C with a rotary evaporator RV 8 IKA under reduced pressure (100 millibar) for 90 minutes, and evaporated in an 40°C oven to produce a thick extract. The extract was stored in a refrigerator at 10°C until used in the study.
Animal handling and ethical approval
All experimental rats were kept on standardized free access of feed and ad libitum of water. The study was conducted in the Laboratory of Pharmacology, Faculty of Mathematics and Natural Sciences, Sam Ratulangi University, Manado, Indonesia. Forty male Wistar albino rats ( Rattus norvegicus) (4-5 weeks) weighing between 200 – 250 g were obtained from the Laboratory Animals Farming Makassar, Indonesia, and transported to the research site. The animals were grouped and housed in cages and maintained under standard laboratory conditions (temperature: 27 ± 2 oC), with light and dark cycles (12/12 hours). The rats were acclimatized to laboratory conditions for 10 days before the commencement of the experiment. The research protocol (use of experimental animals) refers to the Declaration of Helsinki. The Council for International Organizations of Medical Sciences (CIOMS) has approved the application of ethical health research protocols online ( http://sim-epk.keppkn.kemkes.go.id) RSUP Prof. Dr. RD. Kandou, Manado with No. 086/EC/KEPK-KANDOU/VI/2021. Additionally, all experimental procedures were carried out according to the Institutional Animal Care and Usage Committee ( ARRIVE guidelines) (Nurkolis et al., 2021).
In vivo studies of sea grapes extracts to evaluate blood glucose, total cholesterol, and PGC-1α levels
CFED production
Carbohydrates fat-enriched diets (CFED) is a standard mouse food that comes with 1% colic acid, 2% pure cholesterol powder, 20% fat (animal source/pork oil), and 2% corn oil. Additional components are subtly added to the standard CFED and homogenized into a dough with the addition of 1000mL of aqua dest. Small pellets are cut and left to dry at room temperature in sterile conditions. CFED is prepared weekly and stored at 4°C until used to reduce oxidation. CFED consists of carbohydrate (43.57%), coarse protein (12.38%), coarse fiber (4.73%), coarse fat (3.17%), cholesterol (2%), colic acid (1%), animal fat (20%), corn oil (2%), total ash (4.3%), and moisture (6.85%). Compared to a normal diet (standard dry pellet) that contains 58.1% carbohydrates, 16.51% coarse protein, and 0% animal fat, all the other components such as corn oil, cholesterol, and folic acid, were not significantly changed. CFED production guideline was carried out as previously described (Harb et al., 2018).
Sea grapes extract administration scheme
Wistar albino rats were randomly distributed into four groups of ten animals each. Group A served as control (received standard dry pellet diet). Rats in group B were fed on CFED for 4 weeks. Rats in groups C and D were fed on CFED and were given 150 and 450 mg/kg Body Weight (BW) of sea grapes extract, respectively, for 4 weeks. CFED and extract of sea grapes were administered by oral gavage.
Sample collection
Throughout the experiment, all the efforts were made to minimize the pain and distress of the experimental animals. For this purpose after four weeks of extract treatment, rats were kept fasted overnight and given euthanasia under ketamine anesthesia. 2.5 mL of blood samples were collected from the tail and kept in dry and clean tubes without addition of anticoagulants (Tiger-top tube), to allow clotting at room temperature. The samples were then centrifuged for 20 minutes at 3000 rpm. Finally, the sera were collected for the blood glucose, total cholesterol, and PGC-1α analysis.
Biomedical analysis of blood sample
Blood glucose and cholesterol levels were assayed using COBAS Integra ® 400 plus analyzer (Roche) ( See underlying data) ( Nurkolis, 2021). Samples were washed with Phosphate Buffered Saline (PBS, pH 7.4) 1% until the liquid runs clear. The samples were centrifuged at 3000 rpm for 20 minutes to obtain pellets and supernatant. The supernatant is taken for the PGC-1α examination ( See underlying data) ( Nurkolis, 2021). The concentration of PGC-1α was measured by using mouse PGC-1α ELISA Kit (Sunlong Biotech Co., Ltd, # MBS288117).
Data management and analysis
The data were statistically analyzed with the use of the MANOVA/Multivariate ANOVA test. The Levene’s test was used to determine which posthoc tests should be conducted. In cases where the Levene’s test p-value was <0.05 Games-Howell test (equal variances not assumed), and for p-value >0.05 Bonferroni test (equal variances assumed) was used. Statistical analyses were performed by using SPPS 26.0 for the Windows version.
Results
Table 1. Statistical interpretations based on homogeneity test.
| F | df1 | df2 | P-value | ||
|---|---|---|---|---|---|
| Glucose | Mean | 10.495 | 3 | 36 | .000 * |
| Median | 7.105 | 3 | 36 | .001 * | |
| Median (adjusted df) | 7.105 | 3 | 19.296 | .002 * | |
| Trimmed mean | 10.205 | 3 | 36 | .000 * | |
| Cholesterol | Mean | 1.957 | 3 | 36 | .138 |
| Median | 1.741 | 3 | 36 | .176 | |
| Median (adjusted df) | 1.741 | 3 | 23.800 | .186 | |
| Trimmed mean | 1.853 | 3 | 36 | .155 | |
| PGC-1α | Mean | 9.042 | 3 | 36 | .000 * |
| Median | 6.290 | 3 | 36 | .002 * | |
| Median (adjusted df) | 6.290 | 3 | 29.106 | .002 * | |
| Based on trimmed mean | 8.938 | 3 | 36 | .000 * | |
F, Levene's Test; DF, Degrees of Freedom.
Represents p-value <0.05, CI:95%.
The Levene's Homogeneity test shows that the p-value for glucose and PGC-1α are <0.05, therefore equal variance cannot be assumed, while equal variances can be assumed for cholesterol as the p-value is >0.05.
The results indicate that blood glucose significantly increased in group B, compared to group A (p < 0.05) ( Table 2). Blood glucose significantly decreased in both groups C and D (p < 0.05). The effect of sea grapes administration as much as 150 mg/kg BW is more effective than the sea grapes 450 mg/kg BW, in significantly decreasing blood glucose in rats (p < 0.05).
Table 2. The low dose of sea grapes is more effective in significantly reducing blood glucose.
| Diet | Mean | P-value | |
|---|---|---|---|
| Group A | CFED | −15.3880 | .000 * |
| CFED + Sea grapes 150 mg/kgBW | 5.9500 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | 2.8900 | .001 * | |
| Group B | Control | 15.3880 | .000 * |
| CFED + Sea grapes 150 mg/kgBW | 21.3380 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | 18.2780 | .000 * | |
| Group C | Control | −5.9500 | .000 * |
| CFED | −21.3380 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | −3.0600 | .003 * | |
| Group D | Control | −2.8900 | .001 * |
| CFED | −18.2780 | .000 * | |
| CFED + Sea grapes 150 mg/kgBW | 3.0600 | .003 * |
Represents p-value <0.05, CI: 95%.
As expected the rats in group B had significantly increased blood cholesterol levels compared to group A (p < 0.05). In both groups A and B (p < 0.05), blood cholesterol significantly decreased in rats given CFED + sea grapes extract 150 mg/kg BW, and CFED treatment + sea grapes extract 450 mg/kg BW. There was no significant difference between the CFED treatment group + 150 mg/kg BW sea grapes extract, and the CFED treatment group + 450 mg/kg BW sea grapes extract, in reducing blood cholesterol (high dose of the extract did not result in significant effects (p > 0.05)).
Group B had a significantly decreased PGC-1α serum concentration. PGC-1α serum concentrations significantly increased in group C, as well in group D, compared to groups A and B. The effect of sea grapes administration as much as 150 mg/kg BW is more effective than that of sea grapes 450 mg/kg BW, in the significant increase of PGC-1α serum in rats.
Discussion
This study showed that the supplementation of sea grapes extract managed to lower blood glucose and serum cholesterol significantly in rats that were given cholesterol- and fat-enriched diets ( Figure 1). Although compared to the control group, rats that were given cholesterol- and fat-enriched diets with sea grapes extract had lower levels of blood cholesterol and blood glucose.
Figure 1. Effects of sea grapes extract on subject rats.
The Results of this study indicate that sea grapes have the capability of reducing blood glucose levels ( Table 2). Similarly, Aroyehun et al., have shown that sea grapes have antidiabetic activity ( Qudus B Aroyehun et al., 2020). The plasma analysis in this study has also indicated that the sea grapes treated group had a significant decrease (p < 0.05) in their blood glucose levels compared to the untreated diabetic group ( Qudus B Aroyehun et al., 2020). Sea grapes extract-treated group demonstrated similar efficacy in lowering blood glucose as Metformin ( Qudus B Aroyehun et al., 2020), hence, sea grapes may have an hypoglycaemic effect. A hyperglycaemic state may induce oxidative stress that could be detrimental to insulin-sensitive tissues such as the liver, which may cause damage to the organ (Bugianesi 2005; Manna 2010; Palsamy 2010).
This study showed that sea grapes reduce hyperlipidemia in rats, however this is not in line with the findings by Aroyehun et al., ( Qudus B Aroyehun et al., 2020), which states that sea grapes extract has little to no effect on the cholesterol level of induced diabetic rats. In addition, the effect of lower doses of the extract (150 mg/kg BW) was better in lowering blood cholesterol than higher doses of sea grapes extract (450 mg/kg BW) ( Figure 1, Table 3). This can be due to the saturated fatty acids content, especially palmitic acid, which dominates the composition of fatty acids, comprising 80% of the total fat in sea grapes ( Qudus B Aroyehun et al., 2020). Studies have shown that palmitate acid may raise total cholesterol levels, specifically LDL-cholesterol levels ( Clandinin et al. 2000; Mensink, 2013).
Table 3. Both doses of sea grapes extract significantly reduce blood cholesterol.
| Diet | Mean | P-value | |
|---|---|---|---|
| Group A | CFED | −22.1100 | .000 * |
| CFED + Sea grapes 150 mg/kgBW | 12.0600 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | 8.0200 | .001 * | |
| Group B | Control | 22.1100 | .000 * |
| CFED + Sea grapes 150 mg/kgBW | 34.1700 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | 30.1300 | .000 * | |
| Group C | Control | −12.0600 | .000 * |
| CFED | −34.1700 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | −4.0400 | .222 | |
| Group D | Control | −8.0200 | .001 * |
| CFED | −30.1300 | .000 * | |
| CFED + Sea grapes 150 mg/kgBW | 3.0600 | .003 * |
Represents p-value <0.05, CI: 95%.
Levels of PGC-1α in rats significantly decreased after being given a CFED diet compared to the control group ( Figure 1, Table 4). However, PGC-1α levels increased significantly in rats given sea grapes extract, even when compared to the control group. This suggests that PGC-1α, which is one of the major elements in mitochondrial biogenesis, is enhanced by the sea grapes extract. Perhaps the content of flavonoids as well as phenols in sea grapes extract can cause this effect. One study has shown that flavonoid supplementation increases the performance in endurance activities via an increase in expression of PGC-1α as the “master regulator” of biogenesis and skeletal muscle angiogenesis ( Khani et al. 2017). In addition, other studies have also shown that antioxidant compounds can upregulate PGC-1α target genes, which not only play a role in preventing oxidative damage, but also reduce mitochondrial ROS levels, ensure mitochondrial integrity during cell differentiation (Beldelli et al. 2014), as well as avoiding the cytotoxic effects of ROS accumulation ( St-Pierre et al. 2006).
Table 4. The low dose of sea grapes is more effective in significantly increasing PGC-1α.
| Diet | Mean | P-value | |
|---|---|---|---|
| Group A | CFED | 20.9200 | .000 * |
| CFED + Sea grapes 150 mg/kgBW | −19.3500 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | −14.4200 | .000 * | |
| Group B | Control | −20.9200 | .000 * |
| CFED + Sea grapes 150 mg/kgBW | −40.2700 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | −35.3400 | .000 * | |
| Group C | control | 19.3500 | .000 * |
| CFED | 40.2700 | .000 * | |
| CFED + Sea grapes 450 mg/kgBW | 4.9300 | .000 * | |
| Group D | control | 14.4200 | .000 * |
| CFED | 35.3400 | .000 * | |
| CFED + Sea grapes 150 mg/kgBW | −4.9300 | .000 * |
Represents p-value <0.05, CI: 95%.
Conclusion
Sea grapes extract is proven to improve blood glucose levels, total cholesterol, and PGC-1α in rats fed with cholesterol- and fat-enriched diets. The results of this study can be used as a reference for clinical trials to further research the beneficial effects of sea grapes for human consumption. However, it is necessary to do the same research with parameters other than blood sugar, cholesterol and PGC-1a, to expand its metabolic scope.
Data availability
Underlying data
Harvard dataverse: Sea grapes extract effect on blood glucose level (BGL), total cholesterol (TC), and serum PGC-1α concentrations.
DOI: https://doi.org/10.7910/DVN/8IKREA ( Nurkolis, 2021).
The project contains the following underlying data:
-
•
Raw data for the sea grapes extract effect on blood glucose level (BGL), total cholesterol (TC), and serum PGC-1α concentrations.
Reporting guidelines
Harvard Dataverse: Arrive checklist for Sea grapes extract with blood glucose, total cholesterol, and PGC-1α in rats fed on cholesterol- and fat-enriched diet.
https://doi.org/10.7910/DVN/NXF0IW ( Nurkolis et al., 2021).
Data are available under the terms of the Creative Commons Zero “No rights reserved” data waiver (CC0 1.0 Public domain dedication).
Author contributions
M.K and F.N. collated study ideas, designed and experiment, analyzed data, and compiled manuscripts. N.A.T, N. R, N. S, H.K.P, D.S.W and N. M analyzed and interpreted the data and critically revised the manuscript. F. N and F.M.I conducted experiments, analyzed biochemistry, and critically revised the manuscript. N. M, M.R.B, R. R, P.S.A and K.E.K.M, implemented experimental protocols, assisted in statistical analysis, interpreted data, and critically revised manuscripts. All writers read and approve the final manuscript.
Acknowledgment
We thank all contributors for their outstanding help in formatting the paper. I would also like to express my gratitude to Prof. Ir. Hardinsyah, MS., Ph.D. (as President of the Federations of Asian Nutrition Societies; President of the Food and Nutrition Society of Indonesia; and Chair of Southeast Asia Probiotics Scientific and Regulatory Experts Network), who has provided comments, suggestions, and input in the research and writing of this paper, as well as the motivation to keep the passion for research during the pandemic.
Funding Statement
The author(s) declared that no grants were involved in supporting this work.
[version 2; peer review: 1 approved
References
- Anantharaju A, Feller A, Chedid A: Aging Liver. A review. Gerontology. 2002 Nov Dec;48(6):343–353. 10.1159/000065506 [DOI] [PubMed] [Google Scholar]
- Birben E, Sahiner UM, Sackesen C, et al. : Oxidative stress and antioxidant defense. World Allergy Organ J. 2012;5(1):9–19. 10.1097/WOX.0b013e3182439613 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bugianesi E, McCullough AJ, Marchesini G: Insulin resistance: A metabolic pathway to chronic liver disease. Hepatology. 2005;42:987–1000. 10.1002/hep.20920 [DOI] [PubMed] [Google Scholar]
- Chen X, Sun Y, Liu H, et al. : Advances in cultivation, wastewater treatment application, bioactive components of Caulerpa lentillifera and their biotechnological applications. Peer J. 2019 Jan 8;7:e6118. 10.7717/peerj.6118 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Clandinin MT, Cook SL, Konard SD, et al. : The effect of palmitic acid on lipoprotein cholesterol levels. Int J Food Sci Nutr. 2000;51(sup1):s61–s71. [PubMed] [Google Scholar]
- Facchini FS, Hua N, Abbasi F, et al. : Insulin resistance as a predictor of agerelated diseases. J Clin Endocrinol Metab .2001;86:3574–3578. 10.1210/jcem.86.8.7763 [DOI] [PubMed] [Google Scholar]
- Freitas I, Boncompagni E, Tarantola E, et al. : In situ evaluation of oxidative stress in rat fatty liver induced by a methionine- and choline-deficient diet. Oxid. Med. Cell Longev .2016;2016:9307064. 10.1155/2016/9307064 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hancock JT, Desikan R, Neill SJ: Role of Reactive Oxygen Species in Cell Signaling Pathways. Biochem Biomed Asp Oxi Modifi. 2001;29(2):345–350. 10.1042/0300-5127:0290345 [DOI] [PubMed] [Google Scholar]
- Harb AA, Bustanji YK, Abdalla SS: Hypocholesterolemic effect of β caryophyllene in rats fed cholesterol and fat enriched diet. J Clin Biochem Nutr. 2018;62(3):230–237. 10.3164/jcbn.17-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- St-Pierre J, Drori S, Uldry M, et al. : Suppression of reactive oxygen species and neurodegeneration by the PGC-1 transcriptional coactivators. Cell. 2006;127(2):397–408. 10.1016/j.cell.2006.09.024 [DOI] [PubMed] [Google Scholar]
- Kang NE, Kim JH, Lee YK, et al. : A study of consumers’ perceptions and prediction of consumption patterns for generic health functional foods. Nutr Res Pract. 2011;5(4):313–321. 10.4162/nrp.2011.5.4.313 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Khani M, Motamedi P, Dehkhoda MR, et al. : Effect of thyme extract supplementation on lipid peroxidation, antioxidant capacity, PGC-1α content and endurance exercise performance in rats. J Int Soc Sports Nutr. 2017;14(1):1–8. 10.1186/s12970-017-0167-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liang H, Ward WF: PGC-1α: A key regulator of energy metabolism. Am J Physiol - Adv Physiol Educ. 2006;30(4):145–151. American Physiological Society. 10.1152/advan.00052.2006 [DOI] [PubMed] [Google Scholar]
- Liguori I, Russo G, Curcio F, et al. : Oxidative stress, aging, and diseases. Clinical Interventions in Aging. Dove Medical Press Ltd;2018; (Vol.13, pp.757–772). 10.2147/CIA.S158513 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Manna P, Das J, Ghosh J, et al. : Contribution of type 1 diabetes to rat liver dysfunction and cellular damage via activation of NOS, PARP, IκBα/NF-κB, MAPKs, and mitochondria-dependent pathways: Prophylactic role of arjunolic acid. Free Radic. Biol. Med. 2010;48:1465–1484. 10.1016/j.freeradbiomed.2010.02.025 [DOI] [PubMed] [Google Scholar]
- Meigs JB, Muller DC, Nathan DM, et al. : The Natural history of progression from normal glucose tolerance to type 2 diabetes in the Baltimore longitudinal study of aging. Diabetes. 2003;52:1475–1484. 10.2337/diabetes.52.6.1475 [DOI] [PubMed] [Google Scholar]
- Mensink RP: Fatty acids: Health effects of saturated fatty acids. 2013. [Google Scholar]
- Miller NE: Why does plasma low density lipoprotein concentration in adults increase with age? Lancet. 1984 Feb 4;1(8371):263–267. 10.1016/s0140-6736(84)90135-1 [DOI] [PubMed] [Google Scholar]
- Nurkolis, et al. : Arrive Guidelines Checklist for Sea grapes extract with blood glucose, total cholesterol, and PGC-1α in rats fed on cholesterol- and fat-enriched diet. Harvard Dataverse. V1. 2021a. 10.7910/DVN/NXF0IW [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nurkolis F: RAW Data for Detailed information of in vivo experiment of sea grapes extract activity against blood glucose level (BGL), total cholesterol (TC), and serum PGC-1α concentration. Harvard Dataverse. V1. UNF:6:mUkIz8gcaJrTy1jSEfpewA== [fileUNF]. 2021. 10.7910/DVN/8IKREA [DOI] [Google Scholar]
- Nurkolis F, Mantik KEK, Kuswari M, et al. : Sea Grape (Ceulerpa racemosa) Cereal with Addition of Tempe as an Anti-Aging Functional Food: in vitro Study. Curr Devel Nutri. 2021b;5(Supplement_2):41–41. 10.1093/cdn/nzab033_041 [DOI] [Google Scholar]
- Pakki E, Tayeb R, Usmar U, et al. : Effect of orally administered combination of Caulerpa racemosa and Eleutherine americana (Aubl) Merr extracts on phagocytic activity of macrophage. Res Pharm Sci. 2020;15(4):401–409. 10.4103/1735-5362.293518 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Palsamy P, Sivakumar S, Subramanian S: Resveratrol attenuates hyperglycemia-mediated oxidative stress, proinflammatory cytokines and protects hepatocytes ultrastructure in streptozotocin–nicotinamide-induced experimental diabetic rats. Chem. Biol. Interact. 2010;186:200–210. 10.1016/j.cbi.2010.03.028 [DOI] [PubMed] [Google Scholar]
- Park S: The effects of high concentrations of vitamin C on cancer cells. Nutrients. MDPI AG;2013; (Vol.5, Issue9, pp.3496–3505). 10.3390/nu5093496 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Park S, Han SS, Park CH, et al. : L-Ascorbic acid induces apoptosis in acute myeloid leukemia cells via hydrogen peroxide-mediated mechanisms. Int J Biochem Cell Biol. 2004;36(11):2180–2195. 10.1016/j.biocel.2004.04.005 [DOI] [PubMed] [Google Scholar]
- Pizzino G, Irrera N, Cucinotta M, et al. : Oxidative Stress: Harms and Benefits for Human Health. Oxid Med Cell Longev. 2017;2017. 10.1155/2017/8416763 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Puigserver P, Spiegelman BM: Peroxisome proliferator-activated receptor-γ coactivator 1α (PGC-1α): Transcriptional coactivator and metabolic regulator. Endocr Rev. 2003;24(1):78–90. 10.1210/er.2002-0012 [DOI] [PubMed] [Google Scholar]
- Qudus B Aroyehun A, Abdul Razak S, Palaniveloo K, et al. : Bioprospecting Cultivated Tropical Green Algae, Caulerpa racemosa (Forsskal) J. Agardh: A Perspective on Nutritional Properties, Antioxidative Capacity and Anti-Diabetic Potential. Foods. 2020;9(9):1313. 10.3390/foods9091313 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baldelli S, Aquilano K, Ciriolo MR: PGC-1α buffers ROS-mediated removal of mitochondria during myogenesis. Cell Death Dis. 2014;5(11):e1515. 10.1038/cddis.2014.458 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sies H, Jones DP: Reactive oxygen species (ROS) as pleiotropic physiological signalling agents. Nat Rev Mol Cell Biol. 2020;21(7):363–383. 10.1038/s41580-020-0230-3 [DOI] [PubMed] [Google Scholar]
- Tanna B, Yadav S, Mishra A: Anti-proliferative and ROS-inhibitory activities reveal the anticancer potential of Caulerpa species. Mol Biol Rep. 2020;47(10):7403–7411. 10.1007/s11033-020-05795-8 [DOI] [PubMed] [Google Scholar]
- Taslim NA, Nurkolis F: Probiotic Drink Banana with Addition of Sea Grapes Flour (Caulerpa racemosa) Rich in Polyphenols and Dietary Fiber as Functional Food Potential Anti-NCDs. Annals Romanian Society Cell Biol. 2021;25(6):6500–6504. [Google Scholar]
- Yang P, Liu DQ, Liang TJ, et al. : Bioactive constituents from the green alga Caulerpa racemosa. Bioorg Med Chem. 2015;23(1):38–45. 10.1016/j.bmc.2014.11.031 [DOI] [PubMed] [Google Scholar]
- Yang S, Loro E, Wada S, et al. : Functional effects of muscle PGC-1alpha in aged animals. Skeletal Muscle. 2020;10(1):1–8. 10.1186/s13395-020-00231-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yap WF, Tay V, Tan SH, et al. : Decoding antioxidant and antibacterial potentials of Malaysian green seaweeds: Caulerpa racemosa and Caulerpa lentillifera. Antibiotics. 2019;8(3). 10.3390/antibiotics8030152 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang YJ, Gan RY, Li S, et al. : Antioxidant phytochemicals for the prevention and treatment of chronic diseases. Molecules. MDPI AG;2015; (Vol.20, Issue12, pp.21138–21156). 10.3390/molecules201219753 [DOI] [PMC free article] [PubMed] [Google Scholar]

