Skip to main content
Bioscience Reports logoLink to Bioscience Reports
. 2021 Jan 15;41(1):BSR20202022. doi: 10.1042/BSR20202022

Red algae natural products for prevention of lipopolysaccharides (LPS)-induced liver and kidney inflammation and injuries

Asmaa Nabil-Adam 1,, Mohamed A Shreadah 1
PMCID: PMC7812061  PMID: 33245092

Abstract

Background: The liver and kidney inflammation due to bacterial infection is one of the most common pathological problems leading to tissue damage or disease. In many liver and kidney disorders, which represent serious global health burden with a high economic cost, oxidative stress-related inflammation and apoptosis are important pathogenic components, finally resulting in acute liver and/or kidney failure. Erythropoietin and its analogues are well known to influence the interaction between apoptosis and inflammation in liver and kidney. Objective: The aim of the present study is to investigate and clarify the effect of Galaxaura oblongata (G. oblongata) red algae on lipopolysaccharides (LPS)-induced acute liver and kidney injury of mice with endotoxemia and associated molecular mechanism from inflammation, apoptosis and oxidative stress levels. Results: The current study cleared out that treatment of rats with the G. oblongata extract prior to LPS injection significantly lowered serum cytokines, including NF-κB, MPO and LPO, and improved liver apoptosis through suppressing protein tyrosine kinase signaling pathway, and that may be due to antibacterial activity as well antioxidant capacity of G. oblongata extract. Conclusion: The present study was cleared out the possibility of administration of G. oblongata red algae as a multi products source for biotechnological, medical, nutraceutical and pharmaceutical applications due to highly antioxidant and anti-inflammatory capacities even although more investigations are required for separating, purifying and characterizing these bioactive compounds.

Keywords: G.Oblongata red algae, inflammation, kidney, liver, LPS, natural products

Introduction

Inflammation is defined as a process that protects our body from foreign material and infection, such as fungi, virus and bacteria. Inflammation helps the body by producing white blood cells and other substances and resulting in expression of pro-inflammatory and suppression of anti-inflammatory genes [1]. The well-known symptoms of classic inflammation are pain, heat, redness, swelling and loss of function [2]. Studies recently showed that inflammation work through an advanced system and has a wide effect on different physiological process and human pathology. Although inflammatory response plays a pivotal role in protecting cellular physiological conditions, it is essential that inflammation is tailored to the initiating stress and resolves in a timely and controlled way, to avoid pathology associated with chronicity. If the inflammatory response does not shut down in a timely way, excessive inflammatory conditions can lead to various health problems [3].

Marine algae are important and valuable sources of structurally diverse biomaterials having antioxidant, anti-inflammatory, anticoagulant and antithrombotic activities among others [4–6]. Because free radicals resulted from oxidative stress have important effect in inflammatory reactions process and also in carcinogenesis, the marine algal natural bioactive compounds have been representing potential for use in different area and applications such as anticancer, antioxidant and anti-inflammatory drugs candidates. The bioactivities of marine algae have been evaluated both in vitro and in vivo and revealed numerous health-promoting effects, including antioxidative, anti-inflammatory, antimicrobial and anticancer effects (Rea et al., 2018). Additionally, marine algae contain large amounts of complex carbohydrates that can be considered as prebiotics [7]. Moreover, marine algae are rich in dietary fiber, minerals, lipids, proteins, omega-3 fatty acids, essential amino acids, polysaccharides, and vitamins A, B, C and E. Sulfated polysaccharides (PLS) are identified as highly beneficial biologically from studies demonstrating their antioxidant and anti-inflammatory effects [8].

The Red Sea is considering as the richest and most potentially productive source of marine environments. Marine organisms that live in the Red Sea are able to tolerate extreme changes in temperature, salinity, moisture and wave action to survive [9–16]. Marine organisms are able to survive in these extreme conditions and they produce a wide variety of primary and secondary metabolites which cannot be found in other organisms [17]. Marine bioactive natural products compounds can be derived from a variety marine sources, for examples marine macro- and microalgae, plants, seaweeds and sponges, all of which consist of various array of their own powerful and unique biomolecules [18–28]. Red algae are environmentally considerable as primary providers and producer of the structural habitats for many other marine organisms, and their important role is in the primary incorporations and protecting, maintenance and keeping of coral reefs. The presence of different bioactive molecules in seaweeds is expected due to environmental conditions and the inhabitation of these marine organisms in natural aquatic communities, where there are inhibitory competitions happen between both producers and consumers lead to release chemical weapons with highly target and powerful effect when diluted with many folds with water [29]. As a matter of fact, they produce a broad variety of unique potent substances, which include among others, carotenoids, terpenoids, xanthophylls, chlorophylls, phycobilins, polyunsaturated fatty acids, polysaccharides, vitamins etc. exhibiting potential beneficial use and stable properties for therapeutic use with low potential toxicity including antioxidant, anti-inflammatory, antiallergenic, antiaging and antiwrinkling effects and ultraviolet protection [5,6,25–28]. Moreover, the high level of minerals, vitamins, essential amino acids, indigestible carbohydrates and polyphenols, as well as their bioactive metabolites in the red algae and their relatively easy cultivation makes them attractive [30].

The objective of the present study was to investigate the red algae natural products by using GC-MS and their potential for prevention LPS-induced liver and kidney inflammation and injuries.

Materials and methods

Area of study area

The Egyptian coast of the Red Sea extends from 22° N near the Egyptian borders extending from Suez at the entrance of the Gulf of Suez passes from north Hurghada south to the Sudanese border and includes a number of offshore islands and west into the Gulf of Aqaba. The main threats to the Red Sea marine environment are land-based activities, which including coastal development and urbanization [31–38]. It is a major international shipping lane linking eastern and southern Asia with the Middle East and Europe. It is one of the warmest water bodies on earth creating a favorable condition for the growth of several marine ecosystems (Figure 1A). Hurghada is placed on the Red Sea south of Suez at about 350 km. It spread for about 36 km. The resort is a destination for more than 2.5 million visitors each year and brings more than 3 billion dollars to Egypt’s economy annually (Figure 1B). Despite the high biodiversity of the Red Sea, especially within the Egyptian borders, still, the research on the Red Sea biologically active compounds from different marine organisms is very scarce and underestimated in terms of the wealth of its natural characteristics [18–20,22–28].

Figure 1. Location of Hurghada on the Egyptian Red Sea coast (A), and the sampling area at Hurghada (B).

Figure 1

Equipment’s and chemicals

GC–MS (Thermo, U.S.A.), Mlutimode reader, and IR were applied. Different chemicals and solvents such as potassium ferricyanide, ferric chloride, sodium hydroxide, chloroform, glacial acetic acid, ferric chloride solution, sulphuric acid, folin–Ciocalteau, vanillin, methanol, hydrochloric acid, n-hexane, hydrogen peroxide, nitric acid, iron, zinc, cobalt, manganese and selenium etc. β-carotene, catechin, (+)-quercetin, sodium nitrite, aluminum chloride and gallic acid were purchased from Sigma Aldrich.

Sample collection and extraction of bioactive secondary metabolites

G. oblongata red algae samples were collected from Hurghada-Sheraton at Latitude of 27 11 37.5 and Longitude of 33 50 48.4, during spring, 2019 (Figure 1B). The sample was translocated to the laboratory directly in sterile polyethylene bags. The identification of the seaweeds has been done by a NIOF team from the Hydrobiology lab at the Marine Environment Division. The fresh collected G. oblongata samples were washed with distilled water to remove extraneous materials, air dried for 10 days and occasionally turning them to avoid fungal growth. The G. oblongata samples were grind using IKA WEREKE M20 milling machine. The dried powdered G. oblongata (200 g) were soaked in 500 ml of hydride ethyl acetate in a 100 ml blue cape bottle. The content was vigorously shaken after that left in sonication bath for approximately 30 min and allowed to stand for 24 h. The mixture was filtered using a clean handkerchief cloth and re-filtered using Whatman No. 42 (125 mm) filter paper. The extraction was rotary evaporator and produced extract was then lyophilized.

Identification and phytochemical screening of G. oblongata marine extract using gas chromatography-mass spectrometry (GC-MS) analysis

The G. oblongata marine extract was analyzed by GC-ITQ-MS using a Thermo Trace GC Ultra TM gas chromatograph system (Thermo Scientific, U.S.A.) according to the methods described by Nabil-Adam et al. [6]. The identification and interpretation of G. oblongata marine extract results of mass-spectrum GC-MS were done by comparing their mass spectra with those obtained from the NIST (National Institute of Standards and Technology) mass spectral database as conducted using the database of National Institute Standard and Technology (NIST).

2,2′-azino-bis (3-ethylbenzothiazoline-6-sulphonic acid) (ABTS+) radical scavenging activity assay of G. oblongata marine extract

The ABTS+ free radical decolonization assay developed according to Chakraborty and Paulraj et al. [40].

Experimental animals, experimental design and tissue preparation

Forty (40) BALB/C mice weighing between 30 and 40 g were obtained from the animal house of the Institute of Theodor bilharz, Egypt. The protocol conforms to the guidelines of the National Institutes of Health (NIH). They were kept in plastic cages, each cage containing five animals. The animals were maintained in plastic cages, fed with standard laboratory chow obtained from the same unit, and water given ad libitum. The experimental method described by Abd El Moneam et al. [20]. The animals were randomly divided into four groups of 10 rats each and every group were placed in two cages. Group A: They received saline solution intraperitoneal (i.p) for one week and served as negative (–ve) control group. Group B: They received i.p 5 mg/kg, of LPS and served as induction group (+ve) control group. Group C: They received i.p 200 mg/kg, of G. oblongata algal extract for 2 h before LPS treatment; LPS+ algal extract and served as protected group. Group D: They received i.p 200 mg/kg, of G. obligate extract and served as positive (+ve) control group. At the end of the experiment, rats were anesthetized using diethyl ether. At the end of each week of treatment, blood samples were collected from mice in each group according to Abdel-Moniem et al. [21,22]. The liver and kidney tissues were weighed and cleaned from blood as well as adhering matters by washing in cold isotonic saline where 1 g of liver tissue was homogenized in 5 volumes of cold 0.1 M sodium phosphate buffer saline (PBS), pH 7.4 using mortar at 4°C. And the preparation was done according to Abdel-Moniem et al. [21,22]. The crude liver homogenate for the determinations of malondialdehyde (MDA), total antioxidant capacity, MPO, PTK. The supernatant was subdivided into three portions and stored at −20°C until used for subsequent determinations

Biochemical measurements

Determination of liver function

The AST and AST were determined according to the method of Reitman and Frankel [41]. Albumin level was determined according to the method of Doumas et al. [42]. Total bilirubin was determined according to the method of Walter and Gerad [42]. Total proteins were determined by means of the Biuret reaction as described by Gornall et al. [44].

Biochemical measurements and assessment of kidney function tests

Serum creatinine was determined using Henry et al. [45] method. Serum urea concentration was determined enzymatically by the modified Berthelot reaction as described by Patton and crouch [46].

Antioxidant activity and oxidative stress biomarker

Determination of total antioxidant capacity (TAC) and lipid per oxidation (LPO)

Determination of total antioxidant capacity was determined spectrophotometrically at 510 nm according to Koracevic et al. [47], where the lipid per oxidation (LPO) was determined according to Draper and Hadley [48].

Assessment of inflammatory and cancer biomarker

The tyrosine kinase activity was determined using PTK KIT from TAKARA.NF-κB was assayed according to the method described in commercial kit (Invitrogen, Camarillo). The absorbance was measured at 450 nm against blank using an ELISA reader (RayBiotech, Canda). The MPO was determined according to Peroxidase activity with 3, 3′, 5, 5′-Tetramethylbenzidine (TMB, Sigma) was measured according to Pulli et al. [49].

Histopathological study

The liver and kidney tissues were fixed in formalin and dehydrated in ascending grades of alcohol, then immersing the tissues in xylene for 1 h three times and impregnation in melted paraffin, and after that putted in oven at 60°C for approximately 1 h. The samples were left to solidify at RT after embedded in paraffin. Sections of 5 μm thick were cut and mounted on clean glass slides using microtones. The liver and kidney sections were prepared then stained with hematoxylin and eosin (H&E), and the alterations in histology were investigated according to Griffith and Farris [50].

Ethical for animal experimentation

The Ethical Animal treatment according to the guideline of ethical animal treatment in National Institute of Health (NIH) was followed in adherence to established protocols and all animal protocols were approved and accomplished by the Institutional Animal Care and Use Committee (IACUC) in Alexandria University (ethical approval reference number: AU- 0304926).

Statistical analysis

The data were given as individual values and as means (X) ± standard deviation (SD) for seven animals in each group. Comparisons between the means of various treatment groups were analyzed using least significant difference (LSD) test. Differences were considered significant at P≤0.05. All statistical analyses were performed using the statistical software SPSS and prism .

Results

The phytochemical screening of G. oblongata marine extract using GC-MS showed a great diversity of different bioactive compounds such as carotenoids, alkaloids, vitamins, fatty acids and hormones (Table 1 and Figure 2).

Table 1. The different identified bioactive compounds by using GC-MS screening of G. oblongata marine extract.

Compound Name RT Prob. Area Area % Compounds nature The reported biological activity
2-Myristynoyl pantetheine 1.33 15.23 848715.00 0.24 Vitamins Antioxidant and anti-inflammatory [78]
Oleic Acid 1.64 5.37 78500.64 0.02 Fatty acids Anti-inflammatory [79]
Heptanoic acid, docosyl ester 3.37 3.52 283357.70 0.08 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
5,8,11,14-Eicosatetraynoic acid 3.45 5.00 1055770.75 0.30 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Dodecane, 5,8-diethyl- 3.65 10.03 39172.25 0.01 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Oleic acid, 3-(octadecyloxy) propyl ester 3.71 6.67 182597.13 0.05 Monounsaturated omega-9 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Ethyl iso-allocholate 4.27 6.26 371088.37 0.10 Steroids Antioxidant and anti-inflammatory [81]
Lochneridine 5.65 11.80 129134.93 0.04 Alkaloids Anti-inflammatory and antioxidants [81]
Lycopene 5.65 9.51 129134.93 0.04 Carotenoids and natural dyes Anti-inflammatory, antioxidant and anticancer [68]
N-2,4-Dnp-L-arginine 6.90 11.73 730119.87 0.21 Amino acids Antioxidant anticancer and anti-inflammatory [80]
Akuammilan-17-oic acid, methyl ester 6.90 4.63 730119.87 0.21 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Benzoyl-L-arginine amide 7.00 6.52 336407.26 0.09 Amino acids Antioxidant anticancer and anti-inflammatory [80]
Dodecane, 5,8-diethyl- 7.38 8.24 207625.46 0.06 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Dodecanoic acid, tetradecyl ester 7.38 3.75 207625.46 0.06 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Octadecane, 3-ethyl-5-(2-ethylbutyl)- 7.91 7.71 1400102.23 0.39 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Heptadecane, 9-hexyl- 8.01 23.53 450147.45 0.13 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Glucobrassicin 8.26 8.67 97248.99 0.03 glucoinalted glucosinolates can stimulate the body's own natural antioxidant systems, technically called Phase II enzymes. As such, glucosinolates act as indirect antioxidants triggering the liver to produce detoxifying enzymes that block free-radical attack on DNA. Also severy studies indicate their activity as anti-inflammatory
Aldosterone 8.31 8.60 194877.76 0.05 Hormones Coproducing Adrenal Adenoma in Primary Aldosteronism [82]
Hexadecanoic acid, 1-(hydroxymethyl)-1,2-ethanediyl ester 9.30 11.46 684566.51 0.19 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
à-D-Xylofuranose, cyclic 1,2:3,5-bis(butylboronate) 10.45 15.55 820042.46 0.23 Carbohydrates Anti-inflammatory, antioxidant and anticancer [68]
Ethyl 9-hexadecenoate 10.95 5.90 3196905.07 0.90 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Androst-5,7-dien-3-ol-17-one 17.91 6.31 217424.95 0.06 Hormones Antioxidants [80]
Eicosanebioic acid, dimethyl ester 18.32 7.24 490162.97 0.14 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Phorbol 19.73 20.24 349250.47 0.10 Diterpene Anti-inflammatory, antioxidant and anticancer
DL-Cystine 20.09 6.86 55387.63 0.02 Amino acids Antioxidant anticancer and anti-inflammatory [80]
5,8,11,14-Eicosatetraynoic acid 27.25 8.97 531005.71 0.15 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Xanthumin 27.59 5.67 244505.99 0.08 Carotenoids and natural dyes Anti-inflammatory, antioxidant and anticancer [68]
Astaxanthin 28.51 10.05 0.05 Carotenoids and natural dyes Anti-inflammatory, antioxidant and anticancer [68]
Benzoic acid, 4-methyl-, [4-(methoxycarbonyl)phenyl]methyl ester 33.78 7.69 0.26 Phenolic derivatives Anti-inflammatory, antioxidant and anticancer
11-Heneicosanone 35.09 6.26 0.37 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
á-Hydroxyquebrachamine 35.23 10.34 332563.89 0.09 Alkaloids Anti-inflammatory, antioxidant and anticancer
l-Glutamic acid, monobenzyl ester 35.28 10.94 0.07 Amino acids Antioxidant anticancer and anti-inflammatory [80]
Cholestan-3-one, 4,4-dimethyl-, cyclic 1,2-ethanediyl acetal, (5à)- 35.53 16.59 422479.71 0.12 saturated tetra cyclictriterpene Antioxidant anticancer and anti-inflammatory [80]
Canthaxanthin 36.25 5.26 0.17 Carotenoids Anti-inflammatory, antioxidant and anticancer [68]
1,4,7-Androstatrien-3,17-dione 36.50 5.58 0.02 Hormones Anti-inflammatory, antioxidant [68]
Folic Acid 36.90 9.88 0.16 Vitamins Antioxidant and anti-inflammatory [78]
Stearic acid, 3-(octadecyloxy)propyl ester 38.48 6.26 0.17 Amino acids Antioxidants and anti-inflammatory [83]
Ethyl iso-allocholate 1.52 5.48 116195.34 0.03 Steroids Antioxidants and anti-inflammatory [83]
Spiculesporic acid 0.33 7.58 29624.78 0.01 γ-butenolide Antioxidants and antimicrobial [84]
Retinoic acid, methyl ester 0.82 5.39 1621522 0.44 Vitamins Antioxidant and anti-inflammatory [78]
5,8,11,14-Eicosatetraynoic acid 3.98 5.82 83212.1 0.02 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
.psi.,.psi.-Carotene, 1,1′,2,2′-tetrahydro-1,1′-dimethoxy- 6.36 10.52 45278.33 0.01 Carotenoids and natural dyes Antioxidant anticancer and anti-inflammatory [68]
Oleic Acid 11.1 5.25 1235479.1 0.33 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Glucobrassicin 13.77 7.55 84398.25 0.02 glucosinolate Antioxidants, anti-inflammatory [85]
5,8,11,14-Eicosatetraynoic acid 11.96 17.64 554245.64 0.15 Fatty acids Antioxidant anticancer and anti-inflammatory [80]
Gibberellic acid 11.96 10.69 554245.64 0.15 Diterpene Anti-inflammatory, antioxidant and anticancer [80]

Figure 2. The total antioxidant capacity of G. oblongata using ABTS model compared with vitamin C.

Figure 2

The total antioxidants capacity using ABTS model compared with vitamin C

The total antioxidant capacities against ABTS using different concentrations of the G. oblongata were summarized in Figure 2. The results of the present study cleared out that the G. oblongata marine extract exhibited a high antioxidant capacity at 0.5 mg of 88% inhibition activity comparing with VitC that was showed 88% inhibition activity at the same concentration.

Biochemical measurements and assessment of liver and kidney functions

Liver functions

The results of the current study showed that LPS-treated group (induction group) had a highly significant (P < 0.01) increase in both the serum ALT and AST activities (75.3.22  ±  20.26 U/ml and 225.6  ± 10.39 U/ml, respectively) compared with the -ve control group (32.77 ± 1.454 U/ml and 78.1 ± 5.74 U/ml, respectively). On contrast, G. oblongata marine extract treatment group (extract group) did not show a significant change in the activities of ALT and AST compared with the control group. Furthermore, the present study results revealed a highly significant (P < 0.01) decrease in the activity of serum ALT and AST in the protected group (G. oblongata + LPS) group III (41.47.20 ± 1.69 U/ml and110.6 ± 3.62 U/ml) respectively compared to the induction group (LPS-treated) (75.03±10.93 U/ml and 225.6 ± 10.39 U/ml, respectively) (Figures 3 and 4).

Figure 3. The effect of G. oblongata extract on the serum ALT levels (U/ml) in the different mice groups.

Figure 3

Figure 4. The effect of G. oblongata extract on the serum AST levels (U/ml) in the different mice groups.

Figure 4

Moreover, there was a significant decrease in serum bilirubin activity in the protected group (G. oblongata + LPS) group (5.717 ± 8. mg/dl) compared with the induction group (LPS-treated) (8.1 ± 0.8414 mg/dl) (Figure 5). The current results indicated also a highly significant (P < 0.01) increase (4.75 ± 0.4416/dl) in the hepatic total proteins of the induction group (LPS-treated) mice (Figure 6). Additionally, the total albumin was significantly decreased in the induction group (2.6 ±0.3197). On contrast, there was a non-significant increase in the liver total albumin in mice pretreated with G. oblongata extract (3.65 ± 1.378 g/dl) compared with that of the control (3.187± 0.07528 mg/dl) group (Figure 7). Meanwhile, there was a highly significant increase in the hepatic total proteins as well as albumin in the protected group (G. oblongata + LPS) group compared with the LPS-treated (induction group).

Figure 5. The effect of G. oblongata extract on the serum bilirubin levels (mg/dl) in the different mice groups.

Figure 5

Figure 6. The effect of G. oblongata extract on the total albumin levels (mg/dl) in the different mice groups.

Figure 6

Figure 7. The effect of G. oblongata extract on the total protein levels (mg/dl) in the different mice groups.

Figure 7

Kidney functions

The results of kidney functions are represented in Figures 8–10. The results of urea showed a highly significant (P < 0.01) increase in the serum urea (41.72  ± 3.605 mg/dl) and creatinine (3.750 ± 0.66 mg/dl) in the LPS-treated mice compared with the control levels (Figures 8 and 9), whereas treatment of mice with the G. oblongata extract prior to LPS injection significantly diminished serum urea (19.25 ± 1.086 mg/dl) and creatinine (2.657 ± 0.281mg/dl) compared with LPS-treated group. Additionally, the uric acids were significantly increased in the induction group (10.40 ± 1.246 mg/dl) compared with the control group (3.183 ± 0.6765 mg/dl). On contrast to the protection group, the uric acid was significantly decreased compared to the induction group (Figure 10).

Figure 8. The effect of G. oblongata extract on the urea levels (mg/dl) in the different mice groups.

Figure 8

Figure 10. The effect of G. oblongata extract on the total uric acid (mg/dl) in the different mice groups.

Figure 10

Figure 9. The effect of G. oblongata extract on the creatinine level (mg/dl) in the different mice groups.

Figure 9

Oxidative and antioxidant status, malondialdehyde (MDA) and total antioxidant capacity (TAC)

Injection of mice with LPS caused a highly significant (P <0.01) increase in the MDA level (0.7833 ± 0.45 nmol/ml), while the mice that received G. oblongata marine extract had a non-significant increases in the MDA level (0.4233 ± 0.739 nmol/ml) compared to the control ones (0.438 ± 0.466 nmol/ml). Furthermore, there was a highly significant (P<0.01) inhibition of MDA production of the combination group (G. oblongata + LPS) (0.615 ± 0.0476 nmol/ml) compared with the induction group (LPS-treated) (Figure 11). The TAC level revealed a highly significant (P <0.025) decrease (0.31 ± 0.05 µmol/ml tissue) in the induction group (LPS-treated) compared with those of the control ones (0.45 ± 0.05 µmol/ml). Pretreatment of mice with G. oblongata marine extract prior to LPS injection led to a highly significant (P<0.001) increase in TAC level (0.56 ± 0.17 µmol/ml) compared with the induction group (LPS-treated group) (Figure 12).

Figure 11. Malondialdehyde (MDA) levels (nmol/m) in the different mice groups.

Figure 11

Figure 12. Total antioxidant capacity (TAC) levels (µmol/ml) in the different mice groups.

Figure 12

Impact of G. oblongata marine extract on the apoptosis biomarkers

The effect of G. oblongata marine extract on the hepatic protein tyrosine kinase (PTK) level of induced toxicity group (group II) is illustrated in Figure 13. The PTK levels were found to be significantly increase in group (II) (LPS treated group) mice by 59.82% compared with group I (11.08 ± 1.04 vs. 27.58 ± 3.83, P<0.001). Administration of G. oblongata marine extract in group III showed a significant reduction in PTK by 55.11% compared with group II (induction group) (28.16 ± 6.38 vs. 112.64 ± 3.12, P<0.001). In addition, the administration of G. oblongata marine extract alone in group IV (+ve control group), a non-significant increase in the PTK level from (11.08 ±1.04) to (13.7 ± 2.35). The levels of PTK activities in groups (I), (III), and (IV) showed a non-significant increase and/or decreased when compared with each other.

Figure 13. The effect of G. oblongata marine extract on the protein tyrosine kinase (PTK) levels.

Figure 13

Impact of G. oblongata on the inflammatory biomarkers

The transcription nuclear factor-kappa (NF-κB) biomarker

The effect of algal G. oblongata marine extract on the activities of NF-κB in mice serum of LPS treated group (II) compared with the other experimental groups (I, III, IV) is presented in Figure 14. In group (II) the activity of NF-κB (1.80 ± 0.21) was found to be significantly increase than that of the –ve control group (group I) mice by 76.1% (0.43 ± 0.09). On contrast, the algal G. oblongata marine extract pretreatment group (group IV) at 200 mg/100 b.w/day for 7 days had a significant lower NF-κB by 35% (1.17 ± 0.07) compared with group (II). Furthermore, the activities level of NF-κB in group (III) showed a non-significant increase or/and a decrease when compared to their corresponding values either of group (I) or group (IV) (+ve control group) (Figure 14).

Figure 14. The effect of G. Oblongata marine extract on the NF-κB biomarkers levels.

Figure 14

Myeloperoxidase (MPO) biomarker

The effect of G. oblongata marine extract on the activities of MPO in mice serum of LPS-treated group (II) compared with the other experimental groups (I, III, IV) is given in Figure 15. In group (II) the activity of MPO (0.56 ± 0.12) was found to be significantly increase than that of the –ve control group (group I) mice by 76.1%, (0.10 ± 0.03). On contrast the G. oblongata marine extract pretreatment (group IV) at 200 mg/100 b.w/day had a significant lower MPO by 67.8% (0.18 ± 0.05) when compared with group (II). Furthermore, the activities level of MPO in group (III) showed a non-significant increase when compared with their corresponding values either of group (I) or group (IV) (+ve control group) (Figure 16).

Figure 15. The effect of G. oblongata marine extract on the MPO biomarkers levels.

Figure 15

Figure 16. The effect of G. oblongata marine extract in the histopathology of liver tissues different experimental groups.

Figure 16

The Figure 16 showing the difference and comparison between studies groups comparing with control (A) where in the (B) in induction group showing abnormal histopathological appearance with intense heavy portal lymphoplasmacytic, inflammatory infiltrate changes of hepatocytes, and that in contrast with (C) (protection group) which showing great improvement of damage signs.by decreasing the inflammation and portal infiltration greatly also the enlargement in portal vein was reduced significantly.addationally the extract group showing normal architecture with no sign of abnormality.Addationally figure (D) showed no abnormal appearance in extract group.

The histopathology of liver tissue in different experimental groups

The present study showed that the liver tissues of the control group had a normal hepatic architecture formed of cords of hepatocytes separated by hepatic sinusoids (H&E 400×). On the meantime, the extract group had also preserved hepatic architecture (H&E 400×). On contrast, the induction group of liver sections showed abnormal histopathological appearance. The livers of rats treated with LPS demonstrated many histopathological features represented by intense heavy portal lymphoplasmacytic, inflammatory infiltrate changes of hepatocytes. (H&E 400×) as well as the observed hydropic alteration in hepatocytes, and portal lymph plasmatic infiltrate and parenchymal hydropic alterations with apoptosis and binucleated cells. The protection group showed a great improvement (Figure 16).

The histopathology of kidney tissue in different experimental groups

The present study showed that the kidney tissues of the control group had normal histological features as glomerulus of renal corpuscle, distal convoluted tubules, renal corpuscle, renal tubules, glomerulus of renal corpuscle with its filtration space, proximal convoluted tubules, and distal convoluted tubules all in normal and intact. Furthermore, the extract group had the same pattern as the control group. On contrast, the induction group exhibited severe distortion of many renal corpuscles. The cells of proximal and distal convoluted tubules had also cytoplasmic vacuoles and many nuclei appear pyknotic. Moreover, the presence of a atrophy for others with obliteration of the filtration spaces. The protection group showed a great improvement of infiltration and inflammation as the G. oblongata could reduce the number of proximal cells (Figure 17).

Figure 17. The effect of G. oblongata marine extract in the histopathology of kidney tissues different experimental groups.

Figure 17

The (B) showing different damage stages histological evaluation in the LPS group showed clear features of tubular injury, with evidenced of tubular necrosis, additionally there are loss of the brush border as well as tubular dilation in the cortex and outer medulla in contrast with protection group on (C) which showing great improving in inflammation and tubular necrosis additionally the extract group in (D) showing normal architecture as in control group in (A).

Discussion

Acute liver and kidney injuries are major problems nowadays as they consider as one of the most distributed medical problems in patients with critical state and lead to high mortality rates. Recent studies for both basic study research on pathophysiology and clinical studies have shown a complex association between the liver and kidney via the vascular microenvironment and related immune mediators [51]. The hepatorenal syndrome is one of many potential causes of acute kidney injury in patients with acute or chronic liver disease. The treatment with the G. oblongata marine extract on LPS-induced liver and kidney injury in mice revealed improvements in liver and kidney functions as proved in the current study (Figures 2–18). In addition to the anticancer activity and the total antioxidant capacity of the G. oblongata marine extract (Figures 2 and 3), the present study cleared out that the liver enzymes (transaminases) were elevated greatly in the induction group and that may be attributed to the effect of lipopolysaccharide (LPS) that stimulates the septic liver injury resulting in activation the transcription factor nuclear factor-kappa B (NF-κB) and leading to activation of many inflammatory genes, such as TNF-α and IL-1β [52,86]. NF-κB is one of the most important inflammatory cytokines, and know it is used as an indicator and biomarkers for inflammatory response in different diseases more over it become the target of many anti-inflammatory drug discovery programs. The administration of LPS in animal models induces the expression and release of NF-κB [52]. Most authors observed the NF-κB serum peak as early as 0.5–2 h after injection with LPS [8,4]. Previous studies showed that decreasing the flow of liver blood through portal shunt down regulates the systemic levels of NF-πB [52]. In rat model [52], the portal vein ligation decreased LPS-induced NF-κB [52]. These observations suggested that the severity of the LPS-response in terms of organ damage was observed as in in Figures 14,16 and 17. The NF-κB signal pathway lies at the center of the inflammatory and immune response [52]. In animal models, LPS administration induces the expression and release of NF-ÓB ROS to stimulate NF-ÓB signal through the IKK- classical dependent pathway and to activate inflammation as well as injury in various organs for examples of kidney and liver (Figure 18) [52]. We also observed the destructive effect of LPS oxidative stress and protective role of G. oblongata in the present study had an antioxidant as well as anti-inflammatory effect against the cytotoxicity induced by LPS. Level of expression of NF-κB and other inflammatory biomarkers in LPS-treated mice. The results revealed the G. oblongata had anti-inflammatory, liver and kidney protection effects through antioxidant effect of their content. In the present study, ALT, AST, bilirubin as well as total protein were highly elevated in the serum of LPS-induced mice (Figures 4-8). On contrast, total albumin was greatly decreased and that because LPS able to inhibit different cytochrome P450s as CYP2E1 at transcription and translation levels. In addition, CYP2E1 itself is also an effective enzyme for ROS production, exhibits enhanced NADPH oxidase activity, and elevated rates of production of O2·− and hydrogen peroxide (H2O2) even in the absence of substrate (García-Suástegui et al. [53] and Ding et al. [54] reported that LPS-induced acute liver injury (ALI) via the Toll-like receptor 4 (TLR4) signaling pathway in the Raw264.7 cell line and in BalB/c mice as seen in schematic Figure 18.

Figure 18. The schematic diagram showed the protective effect of G. oblongata against LPS-induced liver and kidney injuries through inhibition of different metabolic pathways (Created with BioRender.com).

Figure 18

LPS can inhibit several cytochrome P450s including CYP2E1 at transcription and translation levels. By producing increase amount of ROS, CYP2E1 sensitize the toxicity of hepatotoxins. LPS activates Kupffer cells to produce O2·− via NADPH oxidase, which may synergize with CYP2E1‐mediated oxidative stress [86]. In agreement with the findings of Ito et al. [55] who showed that overproduction of ROS may cause lipid peroxidation and form MDA, the present study revealed a high increase in MDA production in induction group. LPS can also induce NO production; e.g., O2·− derived from CYP2E1 can react with NO rapidly to form OONO. The present study results cleared out that the G. oblongata decreased OONO formation through lowering the production of O2·− following inhibition of CYP2E1 activity. The present study showed that G. oblongata marine extract increased the survival rate of mice and attenuates the LPS-induced liver injury, which is indicated by pathology and serum liver enzymes. Moreover, the G. oblongata marine extract ameliorated hepatic oxidative stress indicators MDA and enhanced the level of total antioxidant capacity. Additionally, the G. oblongata marine extract also attenuated regional and systematic inflammation and further reduced apoptosis of hepatocytes. Mechanistic evidence was also investigated in the present study as the G. oblongata marine extract decreased MPO as well as MDA levels, anti-inflammatory/antioxidative pathway during oxidative stress, NF-κB pathway, and meanwhile, it suppressed PI3K/AKT signaling that reduced apoptosis [56]. Conclusively, the present study unveiled the protective role of the G. oblongata marine extract in LPS-stimulated oxidative reaction, inflammation, and apoptosis by suppressing NFkb/ROS as well as PI3K/AKT pathways through inhibition of PTK, suggesting its promising role in attenuating inflammation as well as the liver injury (septic endotoxemia) which is a process that levels of blood LPS are elevated. In the kidney results, the G. oblongata marine extract exerted its beneficial effect by reducing LPS effect which may be associated with inhibiting the Nfkb-mediated oxidative stress and programmed cell death in kidney cells. Apoptosis is an important pathological mechanism leading to kidney injury [57]. As expected, the LPS-induced kidney injury in the induction group represented by increasing apoptosis in the blood, and elevation in expression levels of PTK which is consistent with the effects of different secondary metabolites present in the G. oblongata marine extract possessing diverse biological effects on renal. These natural products from marine environment are present in different sources like plants, microorganisms, fungi, etc. Besides being non-toxic in nature they are considered to less expensive [18–28]. Seaweeds in general and red algae in particular have been reported for their potential role as potent anti-inflammatory and anticancer because of their rich and unique constituents [58–60], which agrees well with the present study findings (Table 1). The present study revealed the presence of different secondary metabolites such as marine Xanthones which exhibit wide spectrum of activities such as anticancer, anti-inflammatory, antidiabetic, etc. [61]. The phytochemical screening of G. oblongata marine extracts using GC-MS revealed the presence of diterpenoids including phytol and gibberellin (Table 1). Diterpenoids have been reported to have anti-inflammatory and antiproliferative properties [62]. In a previous study, Silva et al. [63–70] reported that phytol, which is a diterpene alcohol, could reduce neutrophil migration, cytokine levels, and oxidative stress in acute inflammation models and through inhibition of neutrophil migration is due to reduce IL‐1β and TNF‐α levels and oxidative stress. Gibberellic acid has also potent anti-inflammatory effect was mediated through reduced IκBα degradation and reduced NF-κB (p65) expression. Additionally, the Zinc-finger protein A20, induction by Gibberellic acid attenuates inflammation in airway epithelial cells, through its effect on NF-κB and IκBα [39–64]. Another class of marine secondary metabolites identified by GC-MS in the G. oblongata marine extract is the marine fatty acids (Table 1). The long chain fatty acids effect inflammation process via several of mechanisms; many of these mechanisms are intercede by associated with, changes in the fatty acid composition of cell membranes. Changes in the compositions of fatty acids can change membrane fluidity, alteration in gene expression due to change in cell signaling, also in the production of lipid. Many studies indicated that the cells participated in the inflammatory response are rich in the arachidonic acid n-6 fatty acid, but the compositions of arachidonic acid as well as of the n-3 fatty acids eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA) can be altered through oral administration of EPA and DHA which serve as the necessary substrates for the production of anti-inflammatory and inflammation resolving mediators (resolve, protections and treatments) whilst simultaneously inhibiting the transcription of pro-inflammatory genes. Modification and changing in the fatty acid composition of cells including in the inflammatory response also affects the production as well as synthesis of several peptide mediators of inflammation such as cytokines, adhesion molecules, etc. The fatty acid contents of involved cells in the inflammatory response effect, their function; the compositions of arachidonic acid, DHA and EPA showed to be specifically important. The anti-inflammatory effects of marine n-3 PUFAs suggest that they may be useful as therapeutic agents in disorders with an inflammatory component [65,66]. Carotenoids are the third class of marine secondary metabolites identified by GC-MS in the G. oblongata marine extract (Table 1). β-Carotene prevent or halt the oxidative stress, which has been reported to be the under-current mechanism for most of the modern epidemics like diabetes, hypertension, cardiovascular diseases, cancer, cataract and many other chronic diseases. They are proven to be antioxidants that not only scavenges various ROS, including singlet oxygen, the superoxide anion radical, the hydroxy radical, the peroxyl radical and nitric oxide which can attack other molecules to acquire electron and become stable, but also inhibit lipid peroxidation. It has been reported that the antioxidant as well as anti-inflammatory activity of β-carotene molecules, may be due to their ROS-scavenging activity and to elevation of the potency of the electrophile/antioxidant response element transcription system which may be due to their high number of conjugated dienes, which act as potent free radicals and ROS quenchers [67–69]. LPS is a strong inducer of oxidative stress production, and the excessive production of ROS is closely related to the apoptosis of kidney as well as liver cells leading also to release of different apoptotic factors, including cytochrome C, which in sequence lead to permeability damage of the mitochondrial membrane. In the present study, mice injected with LPS revealed a significant increase in oxidative stress observed in the levels of lipid peroxidation product malondialdehyde (MDA). Total antioxidant capacity (TAC) was diminished (Figures 12 and 13). Our results suggest that LPS-induced oxidative damage can be alleviated by the pretreatment with the G. oblongata marine extract and the effect is shown presumably by scavenging of the ROS by β-carotene among other bioactive secondary metabolites as an antioxidant by modulating the antioxidants status and lipid peroxidation by decreasing oxidative stress and increases the total antioxidant capacity, attenuating and protecting against LPS-induced inflammation as well as apoptosis [71,72]. In general, inflammatory activity is accompanied by inducible nitric oxide synthase, leading to the production of nitric oxide, which enhances the catalytic activity of COX2 via formation of the peroxinitrite anion. Kawata et al. [68] showed that carotenoids have the ability to inhibit the effect of LPS-induced Cox2 and Nos2 mRNA expression in RAW264.7 cells with low concentration (25 μM). One of the most important class of marine secondary metabolites identified by GC-MS in G. oblongata marine extract was vitamin A metabolite retinoic acid (RA) (Table 1) with its applications in the pharmaceutical and biomedical industries due to its biological activities in organogenesis, differentiation, as well as reproduction, a key role in mucosal immune responses and cell growth. RA plays also an important role in gene transcription and controlling the inflammatory diseases not only in the intestine, but also in other tissues. It is also a control factor for regulatory T cells and maintains its homeostasis [73,74]. In addition, due to its regulatory activity, retinoic acid has been shown to play an important role in the control of inflammatory diseases not only in the intestine [75], but also in other tissues, such as the central nervous system [76] and pulmonary mucosa [73]. Furthermore, RA have important role in the immune system one of which is, to maintain epithelial and mucosal homeostasis and have anti-inflammatory role. The potential effect of RA as anti-inflammatory is via decreasing the inflammatory processes, enhancing homeostasis and ameliorating harmful inflammatory responses in tissues and mucosa. RA is essential for the intestinal tolerance, and that through inducing IL-10, IL-22, Treg, cytokines and antimicrobial peptide (AMP) production, which lead to the inhibition of Th17. RA ameliorating airway inflammatory diseases such as rhinitis and asthma through inhibiting Th2/Th17 response and promoting Treg cells. Retinoids enhance and elevate TGF-β and type I collagen, decreasing MMPs (matrix metalloproteinase) in photoaging (AGE), and decrease IL-1 family cytokines and PSO (epidermal hyperplasia in psoriatic lesions). Additionally, RA can inhibit the expression as well as synthesis of inflammatory mediators (cytokines and chemokines), suppressing the inflammatory responses enhancing by obesity. Current study reported the presence of Folic acids, in GC-MS profiling previous studies, showed various biological activities. For example, Fatahi et al. [77] reported that folic acid supplementation could significantly decrease the serum C-reactive protein in women, patients with T2DM, and those with less than 12-week intervention

The in vitro present study was investigate the antioxidant capacity comparing with vitamin c that consider as the most commonly used vitamin. It is a vitamin that participates in animals in many biochemical processes. It is highly soluble in water and acts as an important antioxidants agent. Vitamin c is chemically capable of interacting with and functions as a known hydrosoluble antioxidant, with most of the physiologically relevant radicals and oxidants. Vitamin plays a significant function in the defense of different tissues against oxidative stress. Another important biological function of ascorbate is to serve as a co-substrate for several enzymes of hydroxylase and oxygenase, such as prolyl and lysyl hydroxylase, dopamine β-hydroxylase, ascorbate peroxidase, and cytochrome b561 (Cyt b561), while maintaining their active centre metal ions for optimal enzyme activity in a reduced state (as an electron donor) [87].

Conclusion

This present study demonstrated that the G. oblongata marine extract had protective effects against acute liver and kidney injuries in mice via alleviating inflammatory response and oxidative stress burden through lowering serum cytokines, including NFkB, MPO and LPO, and improving liver apoptosis through suppressing protein tyrosine kinase signaling pathway. These findings revealed a detrimental role of the G. oblongata marine extract in LPS-induced inflammation and organ injuries, and that may be due to antioxidant activity. These data suggested that the G. oblongata marine extract source for biotechnological, nutraceutical and pharmaceutical applications that most possibly act as promising therapeutic agents for LPS-induced acute liver and kidney injuries through antioxidant and anti-inflammatory pathways.

Abbreviations

ABTS

2,2′-azino-bis-3-ethylbenzthiazoline-6-sulphonic acid

ALI

acute liver injury

ALT

alanine aminotransferase

AMP

antimicrobial peptide

AST

aspartate aminotransferase

CRP

C-reactive protein

CYP

cytochrome P450

CYP2E1

cytochrome P450 2E1:

DHA

docosahexaenoic acid

EPA

eicosapentaenoic acid

GC-MS

gas chromatography–mass spectrometry

H2O2

hydrogen peroxide

IκBα

nuclear factor of kappa light polypeptide gene enhancer in B-cells inhibitor, alpha

IL-10

interleukin 10

IL-22

interleukin 22

LPO

lipid peroxidation

LPS

lipopolysaccharide

MDA

malondialdehyde

MMP

matrix metalloproteinase

MPO

myeloperoxidase

mRNA

messenger RNA

n-3 PUFA

n-3 polyunsaturated fatty acid

NADPH

nicotinamide adenine dinucleotide phosphate

NF-κB

nuclear factor-kappaB

NO

nitric oxide

NOS2

nitric oxide synthase

p65

transcription factor p65 (RELA)

PSO

epidermal hyperplasia in psoriatic lesions

PTK

protein tyrosine kinase

RA

retinoic acid

ROS

reactive oxygen species

T2DM

diabetics type 2

TAC

total antioxidant capacity

TGF-β

transforming growth factor beta

Th2/Th17

T helper type 2

TLR4

Toll-like receptor 4

TMB

3, 3′, 5, 5′-tetramethylbenzidine

TNF-α

tumor necrosis factor

Treg

the regulatory T cells

VitC

vitamin C

Data Availability

All data are including in the paper.

Competing Interests

The authors declare that there are no competing of interests associated with the manuscript.

Funding

The authors declare that there are no sources of funding to be acknowledged.

Author Contribution

Asmaa Nabil-Adam performed the measurements, involved in planning and supervised, processed the experimental data, performed the analysis, drafted the manuscript and designed the figures. Mohamed Attia Shreadah interpreting the results and worked on the manuscript. All authors discussed the results and commented on the manuscript.

References

  • 1.Bennett J.M., Reeves G., Billman G.E. and Sturmberg J.P. (2018) Inflammation-Nature's Way to Efficiently Respond to All Types of Challenges: Implications for Understanding and Managing “the Epidemic” of Chronic Diseases. Front. Med. 5, 316 10.3389/fmed.2018.00316 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Chen L., Deng H., Cui H., Fang J., Zuo Z., Deng J.et al. (2018) Inflammatory responses and inflammation-associated diseases in organs. Oncotarget 9, 7204–7218 10.18632/oncotarget.23208 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Rea I M., Gibson D S., McGilligan V., McNerlan S E., Alexander H.D. and Ross O.A. (2018) Age and Age-Related Diseases: Role of Inflammation Triggers and Cytokines. Front. Immunol. 9, 586 10.3389/fimmu.2018.00586 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Gurpilhares D., Moreiraa T.R., Buenoa J., Cinelli L., Mazzolac P., Pessoa A.et al. (2016) Algae's sulfated polysaccharides modifications: Potential use of microbial enzymes. Process Biochem. 51, 989–998 10.1016/j.procbio.2016.04.020 [DOI] [Google Scholar]
  • 5.Shreadah M.A., Abdel Moniem N.M., Al-Assar S.A. and Nabil-Adam A. (2018c) Phytochemical and pharmacological screening of Sargassium vulgare from Suez Canal, Egypt. Food Sci. Biotechnol. 27, 963–979 10.1007/s10068-018-0323-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Nabil-Adam A., Shreadah M., Abd El Moneamm N. and El-Assar S.A. (2020a) Pesudomance sp. Bacteria Associated with Marine Sponge as a Promising and Sustainable Source of Bioactive Molecules. Curr. Pharm. Biotechnol. 20, 964–984 10.2174/1389201020666190619092502 [DOI] [PubMed] [Google Scholar]
  • 7.Lopez-Santamarina A., Miranda J.M., Mondragon A., Lamas A., Cardelle-Cobas A., Franco C.M.et al. (2020) Potential Use of Marine Seaweeds as Prebiotics: A Review. Molecules 25, 1004 10.3390/molecules25041004 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Bilal M. and Iqbal H.M.N. (2020) Marine Seaweed Polysaccharides-Based Engineered Cues for the Modern Biomedical Sector. Mar. Drugs 2020 18, 7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Abdel-Halim A.M., Aboel-Khair E.M., Fahmy M.A. and Shreadah M.A. (2007) Environmental Assessment on the Aqaba Gulf Coastal waters. Egypt. Egyptian J. Aqu.Res. 33, 1–14 [Google Scholar]
  • 10.Abdel-Halim A.M., Abdel Nabi M.A., Abdel Fattah L.M., Fahmy M.A., Abo-El-Khair E.M., Khaled A.M.et al. (2016) Environmental studies on the Aqaba Gulf coastal waters during 2011-2013. J. Environ. Protection 7, 1411–1437 10.4236/jep.2016.710121 [DOI] [Google Scholar]
  • 11.Abo-el-Khair E.M., Abdel Halim A.M., Shriadah M.A. and Fahmy M.A. (2007) Environmental Conditions of the Suez Gulf and the Red Sea Coastal Waters, Egypt. In Proceedings of the 8thInternational Conference on the Mediterranean Coastal Environment. MEDCOAST 2007(Ozhan E., ed.), pp. 517–526, Alexandria, Egypt [Google Scholar]
  • 12.Abo-El khair E.M., Abdel Halim A.M., Fahmy M.A. and Shreadah M.A. (2008) Environmental Impact Assessment of Northern Red Sea Regions during 2005 – 2007. Egyptian J. Aqu. Res. 34, 20–30 [Google Scholar]
  • 13.Abo-El-Khair E.A., Abdel Fattah L.M., Abdel-Halim A.M., Abdel Nabi M.A., Fahmy M.A., Ahdy H.H.et al. (2016) Assessment of the hydrochemical characteristics for the coastal waters of the Suez Gulf during 2011-2013. J. Environ. Protection 7, 1497–1521 10.4236/jep.2016.711126 [DOI] [Google Scholar]
  • 14.Masoud M.S., Said T.O., El-Zokm G.M. and Shreadah M.A. (2010) Speciation of Fe, Mn and Zn in Surficial Sediments from the Egyptian Red Sea Coasts. Chem. Speciation Biodiversity 22, 257–269 [Google Scholar]
  • 15.Masoud M.S., Said T.O., El-Zokm G.M. and Shreadah M.A. (2012) Assessment of Heavy Metals Contamination in Surface Sediments of the Egyptian Red Sea Coasts. Aust. J. Basic Appl. Sci. 6, 44–58 [Google Scholar]
  • 16.Said T.O., Shreadah M.A., AbdelGhani S.A. and Ahmed A.M. (2010) Alkyltin and alkayllead compounds in coastal water of Suez Gulf. Egypt. Egyptian J. Aqu. Res. 36, 33–42 [Google Scholar]
  • 17.Jančič S., Frisvad J.C., Kocev D., Gostinčar C., Džeroski S. and Gunde-Cimerman N. (2016) Production of Secondary Metabolites in Extreme Environments: Food- and Airborne Wallemia spp. Produce Toxic Metabolites at Hypersaline Conditions. PLoS ONE 11, e0169116 10.1371/journal.pone.0169116 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Hegazy M.F., Mohamed T.A., Elshamy A.I., Hassanien A.A., Abdel Azim N.S., Shreadah M.A.et al. (2015) A New Steroid from the Red Sea Soft Coral Lobophytum Lobophytum. Natural Products Res. 30, 340–344 10.1080/14786419.2015.1046871 [DOI] [PubMed] [Google Scholar]
  • 19.Hegazy M.F., Gamal-Eldeen A.M., Mohamed T.A., Alhammady M.A., Hassanien A.A., Shreadah M.A.et al. (2015) Cytotoxic Constituents from the Red Sea Soft Coral Nephthea Sp. Natural Products Res. 30, 1266–1272 10.1080/14786419.2015.1055266 [DOI] [PubMed] [Google Scholar]
  • 20.Abdel Moniem N.M., Abdel-Azeem A.M., El-Ashry E.S.H.et al. (2013) Pretreatment Hepatoprotective Effect of the Marine Fungus Derived from Sponge on Hepatic Toxicity Induced by Heavy Metals in Rats. Biomed. Res. Int. 510879. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Abd El Moneam N.M., Al-Assar S.A., Shreadah M.A. and Nabil-Adam A. (2017) Isolation,Identification and Molecular Screening of Psudomance Sp Metabolic pathways NRPs and PKS associated with the Red Sea sponge, Hyrtios aff. Erectus, Egypt. J. Pure Applied Microbiol. 11, 1299–1311 [Google Scholar]
  • 22.Abd El Moneam N.M., Shreadah M.A., Al-Assar S.A. and Nabil-Adam A. (2017) Protective role of antioxidants capacity of Hyrtios aff. Erectus sponge extract against mixture of persistent organic pollutants (POPs)-induced hepatic toxicity in mice liver: biomarkers and ultrastructural study. Environ. Sci. Pollution Res. 27, 24. [DOI] [PubMed] [Google Scholar]
  • 23.Abd El Moneam N.M., Shreadah M.A., Al-Assar S.A., De Voogd N.J. and Nabil-Adam A. (2018) Hepatoprotective effect of Red Sea sponge extract against the toxicity of a real-life mixture of persistent organic pollutants. Biotechnol. Biotechnol. Equipment 32, 734–743 10.1080/13102818.2018.1441747 [DOI] [Google Scholar]
  • 24.Shreadah M.A., Abd El Moneam N.M., Al-Assar S.A. and Nabil-Adam A. (2017) The Ameliorative Role of a Marine Sponge Extract against Mixture of Persistent Organic Pollutants induced Changes in Hematological Parameters in Mice. Expert Opinion Environ. Biol. 6, 1–16 10.4172/2325-9655.1000143 [DOI] [Google Scholar]
  • 25.Shreadah M.A., El Sayed A., Taha A. and Ahamed A. (2019a) Evaluation of Different Anthropogenic Effluents Impacts on the Water Quality Using Principal Component Analysis: A Case Study of Abu-Qir Bay-Alexandria-Egypt. Int. J. Environ. Monitoring Analysis 7, 56–67 10.11648/j.ijema.20190703.11 [DOI] [Google Scholar]
  • 26.Shreadah M.A., Abd El Moneam N.M., El-Assar S.A. and Nabiel-Adam A. (2020a) Metabolomics and Pharmacological Screening of Aspergillus versicolor Isolated from Hyrtios Erectus Red Sea Sponge; Egypt. Curr. Bioact. Compd. 16, 1083–1102 10.2174/1573407215666191111122711 [DOI] [Google Scholar]
  • 27.Nabil-Adam A., Shreadah M., Abd El Moneamm N. and El-Assar S.A. (2020a) Pesudomance sp. Bacteria Associated with Marine Sponge as a Promising and Sustainable Source of Bioactive Molecules. Curr. Pharm. Biotechnol. 20, 964–984 10.2174/1389201020666190619092502 [DOI] [PubMed] [Google Scholar]
  • 28.Nabil-Adam A., Shreadah M., Abd El Moneam N. and El Assar S.A. (2020b) In-vitro drug screening and biochemical analysis of sponge secondary metabolites collected from the Red Sea Egypt. Turkish J. Pharmaceutical Sci. 17, 127–135 10.4274/tjps.galenos.2018.72677 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Sharma P. and Sharma N. (2017) Industrial and Biotechnological Applications of Algae: A Review. J. Adv. Plant Biol. 1, 01–25 10.14302/issn.2638-4469.japb-17-1534 [DOI] [Google Scholar]
  • 30.Parjikolaei B.R., Bruhn A., Eybye K.L., Larsen M.M., Rasmussen M.B., Christensen K.V.et al. (2016) Valuable Biomolecules from Nine North Atlantic Red Macroalgae: Amino Acids, Fatty Acids, Carotenoids, Minerals and Metals. Natural Resources 7, 157–183 10.4236/nr.2016.74016 [DOI] [Google Scholar]
  • 31.Okbah M.A., Shata M.A. and Shriadah M.A. (2005) Gochemical forms of trace metals in mangrove sediments-Red Sea (Egypt). Chem. Ecol. 21, 23–36 10.1080/02757540512331323953 [DOI] [Google Scholar]
  • 32.Fahmy M.A., Shriadah M.A., AbulSoud A., Abdel Rahman S.M. and Shindy M. (2005) Hydrography and Chemical Characteristics of the Coastal Water along the Gulf of Suez. Egyptian J. Aquatic Res. 31, 1–14 [Google Scholar]
  • 33.Fahmy M.A., Abdel Fattah L.M., Abdel-Halim A.M., Abdel Nabi M.A., Abo-El-Khair E.M., Ahdy H.H.et al. (2016) Evaluations of the Coastal Water Quality of the Egyptian Red Sea during 2011-2013. J. Environ. Protection 7, 1810–1834 10.4236/jep.2016.712145 [DOI] [Google Scholar]
  • 34.Shreadah M.A., Said T.O., Abd El Ghani S.A. and Ahmed A.M. (2008a) AlkylleadandAlkyltin Species in different fishes collected from the Suez Gulf, Egypt. Proceedings of the 2nd International Conference on Aquatic Res. Egypt. J. Aqu. Res. 34, 64–73 [Google Scholar]
  • 35.Shreadah M.A., Masoud M.S., Said T.O. and El Zokm G.M. (2008b) Application of IR, X-Ray, TGA and DTA to determine the mineral composition of the Sediments and study of reaction kinetics along the Egyptian Red Sea Coasts. Egypt. J. Aqu. Res. 34, 83–95 [Google Scholar]
  • 36.Shreadah M.A., Said T.O., El Zokm G.M. and Masoud M.S. (2008c) Physico-chemical characterititics of the surficial sediments along the Egyptian Red Sea coasts. Egypt. J. Aquat. Res. 34, 16–34, Google Scholar [Google Scholar]
  • 37.Shreadah M.A., Said T.O., Abdel Ghani S.A. and Ahmed A.M. (2011) Distribution of Different Organotin and Organolead Compounds in Sediment of Suez Gulf. J. Environ. Protection 2, 545–554 10.4236/jep.2011.25063 [DOI] [Google Scholar]
  • 38.Gurguess S.M., Shreadah M.A., Fahmy M.A., Aboul El Kheir E.M. and Abdel Halim A. (2009) Assessment of Water Quality in the Red Sea using in Situ Measurements and Remote Sensing Data. Egypt. J. Aqu. Res. 35, 1–13, Gurguess et al., 2008 [Google Scholar]
  • 39.Balaji D., Thamilvanan S., Vinayagam C. and Balakumar B.S. (2017) Anticancer, antioxidant activity and GC-MS analysis of selectedalgal members of Chlorophyceae. Int. J. Pharm. Sci. Rev. Res. 8 [Google Scholar]
  • 40.Chakraborty K. and Paulraj R. (2010) Sesquiterpenoids with free-radical-scavenging properties from marine macroalga Ulva fasciata Delile. Food 313–317 [Google Scholar]
  • 41.Reitman S. and Frankel S. (1957) A colourimetric method for the determination of serum glutamate-oxaloacetate and pyruvate transaminases. Am. J. Clin. Path. 28, 56 10.1093/ajcp/28.1.56 [DOI] [PubMed] [Google Scholar]
  • 42.Doumas B.T., Watson W.A. and Biggs H.G. (1971) Albumin standards and the measurement of serum albumin with bromcresol green. Clin. Chim. Acta 31, 87–96 10.1016/0009-8981(71)90365-2 [DOI] [PubMed] [Google Scholar]
  • 43.Walter M. and Gerade H. (1970) Microchem. J. 15, 23 [Google Scholar]
  • 44.Gornail A.G., Bardawill C.J. and David M.M. (1949) Determination of serum proteins by means of the biuret reaction. J. Biol. Chem. 177, 751–766 [PubMed] [Google Scholar]
  • 45.Henry R.J., Cannon D.C. and Winkelman J.W. (1974) Clinical Chemistry: Principles and Technics, p. 541, Harper and Row, New York [Google Scholar]
  • 46.Patton C.J. and Crouch S.R. (1977) Spectrophotometric and kinetics investigation of the Berthelot reaction for the determination of ammonia. Anal. Chem. 49, 464–469 10.1021/ac50011a034 [DOI] [Google Scholar]
  • 47.Koracevic D., Koracevic G., Djordjevic V., Andrejevic S. and Cosic V. (2001) Method for the measurement of antioxidant activity in human fluids. J. Clin. Pathol. 54, 356–361 10.1136/jcp.54.5.356 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Draper H.H. and Hadley M. (1990) Malondialdehyde determination as index of lipid peroxidation. Methods Enzymol. 186, 421–431 10.1016/0076-6879(90)86135-I [DOI] [PubMed] [Google Scholar]
  • 49.Pulli B., Ali M., Forghani R., Schob S., Hsieh K.L.C., Wojtkiewicz G.et al. (2013) Measuring Myeloperoxidase Activity in Biological Samples. PLoS ONE 8, e67976 10.1371/journal.pone.0067976 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Griffith J.Q. and Farris E.J. (1942) The Rat in Laboratory Investigation, Google Scholar, Lippincott, Philadelphia [Google Scholar]
  • 51.Chancharoenthana W. and Leelahavanichkul A. (2019) Acute kidney injury spectrum in patients with chronic liver disease: Where do we stand? World J. Gastroenterol. 25, 3684–3703 10.3748/wjg.v25.i28.3684 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Ni J., Zhao Y., Su J., Liu Z., Fang S., Li L.et al. (2020) Toddalolactone Protects Lipopolysaccharide-Induced Sepsis and Attenuates Lipopolysaccharide-Induced Inflammatory Response by Modulating HMGB1-NF-κB Translocation. Front. Pharmacol. 11, 109 10.3389/fphar.2020.00109 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.García-Suástegui W.A., Ramos-Chávez L.A., Rubio-Osornio M., Calvillo-Velasco M., Atzin-Méndez J.A., Guevara J.et al. (2017) The Role of CYP2E1 in the Drug Metabolism or Bioactivation in the Brain. Oxidative Med. Cell. Longevity 2017, 4680732 10.1155/2017/4680732 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Ding Y., Liu P., Chen Z.-L., Zhang S.-J., Wang Y.-Q., Cai X.et al. (2018) Emodin Attenuates Lipopolysaccharide-Induced Acute Liver Injury via Inhibiting the TLR4 Signaling Pathway in vitro and in vivo. Front. Pharmacol. 9, 962 10.3389/fphar.2018.00962 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Ito F., Sono Y. and Ito T. (2019) Measurement and Clinical Significance of Lipid Peroxidation as a Biomarker of Oxidative Stress: Oxidative Stress in Diabetes, Atherosclerosis, and Chronic Inflammation. Antioxidants (Basel, Switzerland) 8, 72. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Lingappan K. (2018) NF-κB in Oxidative Stress. Curr. Opin. Toxicol. 7, 81–86 10.1016/j.cotox.2017.11.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Zhang S., Li R., Dong W., Yang H., Zhang L., Chen Y.et al. (2019) RIPK3 mediates renal tubular epithelial cell apoptosis in endotoxininduced acute kidney injury. Mol. Med. Rep. 20, 1613–1620 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Barbalace M.C., Malaguti M., Giusti L., Lucacchini A., Hrelia S. and Angeloni C. (2019) Anti-Inflammatory Activities of Marine Algae in Neurodegenerative Diseases. Int. J. Mol. Sci. 20, 3061 10.3390/ijms20123061 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Salehi B., Sharifi-Rad J., Seca A., Pinto D., Michalak I., Trincone A.et al. (2019) Current Trends on Seaweeds: Looking at Chemical Composition, Phytopharmacology, and Cosmetic Applications. Molecules 24, 4182 10.3390/molecules24224182 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Feng Z., Lu X., Gan L., Zhang Q. and Lin L. (2020) Xanthones, A Promising Anti-Inflammatory Scaffold: Structure, Activity, and Drug Likeness Analysis. Molecules 25, 598 10.3390/molecules25030598 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Aminimoghadamfarouj N. and Nematollahi A. (2017) Propolis Diterpenes as a Remarkable Bio-Source for Drug Discovery Development: A Review. Int. J. Mol. Sci. 18, 1290 10.3390/ijms18061290 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Silva R.O., Sousa F.B., Damasceno S.R., Carvalho N.S., Silva V.G., Oliveira F.R.et al. (2014) Phytol, a diterpene alcohol, inhibits the inflammatory response by reducing cytokine production and oxidative stress. Fundam. Clin. Pharmacol. 28, 455–464 10.1111/fcp.12049 [DOI] [PubMed] [Google Scholar]
  • 63.Reihill J.A., Malcomson B., Bertelsen A., Cheung S., Czerwiec A., Barsden R.et al. (2016) Induction of the inflammatory regulator A20 by gibberellic acid in airway epithelial cells. Br. J. Pharmacol. (BJP) 173, 778–789 10.1111/bph.13200 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Calder P.C. (2012) The role of marine omega-3 (n-3) fatty acids in inflammatory processes, atherosclerosis and plaque stability. Mol. Nutr. Food Res. 56, 1073–1080 10.1002/mnfr.201100710 [DOI] [PubMed] [Google Scholar]
  • 65.McGlory C., Calder P.C. and Nunes E.A. (2019) The Influence of Omega-3 Fatty Acids on Skeletal Muscle Protein Turnover in Health, Disuse, and Disease. Front. Nutr. 4, 144 10.3389/fnut.2019.00144 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Nishino A., Yasui H. and Maoka T. (2016) Reaction and Scavenging Mechanism of β-Carotene and Zeaxanthin with Reactive Oxygen Species. J. Oleo Sci. 66, 77–84 [DOI] [PubMed] [Google Scholar]
  • 67.Kawata A., Murakami Y., Suzuki S. and Fujisawa S. (2018) Anti-inflammatory Activity of β-Carotene, Lycopene and Tri-n-butylborane, a Scavenger of Reactive Oxygen Species. In Vivo 32, 255–264 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Acharya V. and Panigrahi S.K. (2019) Antioxidant Supplements and their Judicious Use. Acta Sci. Med. Sci. 3, 18–22 [Google Scholar]
  • 69.Vijayavel K., Anbuselvam C. and Balasubramanian M.P. (2007) Antioxidant effect of the marine algae Chlorella vulgaris against naphthalene-induced oxidative stress in the albino rats. Mol. Cell Biochem. 303, 39–44 10.1007/s11010-007-9453-2 [DOI] [PubMed] [Google Scholar]
  • 70.Nabil-Adam A.et al. (2020) Various In Vitro Bioactivities of Secondary Metabolites Isolated from the Sponge Hyrtios aff. Erectus from the Red Sea Coast of Egypt/Misir'in Kizil Deniz Kiyisindaki Sunger Hyrtios aff. Erectus'tan Izole Edilen Farkli Sekonder Metabolitlerin Biyoaktiviteleri. Turkish J. Pharmaceut. Sci. 17, 127–135Gale Academic OneFile, Accessed 7 Aug. 2020 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Al-Amin M.M., Choudhury M., Chowdhury A.S., Chowdhury T.R., Jain P., Kazi M.et al. (2018) Pretreatment With Risperidone Ameliorates Systemic LPS-Induced Oxidative Stress in the Cortex and Hippocampus. Front. Neurosci. 12, 384 10.3389/fnins.2018.00384 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Oliveira L., Teixeira F. and Sato M. (2018) Impact of Retinoic Acid on Immune Cells and Inflammatory Diseases. Mediators Inflamm. 2018, 1–17 10.1155/2018/3067126 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73.Huang Z., Liu Y., Qi G., Brand D. and Zheng S.G. (2018) Role of Vitamin A in the Immune System. J. Clin. Med. 7, 258 10.3390/jcm7090258 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74.Czarnewski P., Das S., Parigi S.M. and Villablanca E.J. (2017) Retinoic Acid and Its Role in Modulating Intestinal Innate Immunity. Nutrients 9, 68 10.3390/nu9010068 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75.Vesprini N.D. and Spencer G.E. (2014) Retinoic acid induces changes in electrical properties of adult neurons in a dose- and isomer-dependent manner. J. Neurophysiol. 111, 1318–1330 10.1152/jn.00434.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 76.Fatahi S., Pezeshki M., Mousavi S.M., Teymouri A., Rahmani J. and Kord Varkaneh H. (2019) Effects of folic acid supplementation on C-reactive protein: A systematic review and meta-analysis of randomized controlled trials. Nutr. Metab. Cardiovasc. Dis. 29, 432–439 10.1016/j.numecd.2018.11.006 [DOI] [PubMed] [Google Scholar]
  • 77.Mitra S., Natarajan R., Ziedonis D. and Fan X. (2017) Antioxidant and anti-inflammatory nutrient status, supplementation, and mechanisms in patients with schizophrenia. Prog. Neuropsychopharmacol. Biol. Psychiatry 78, 1–11 10.1016/j.pnpbp.2017.05.005 [DOI] [PubMed] [Google Scholar]
  • 78.Fritsche K.L. (2015) The science of fatty acids and inflammation. Adv. Nutr. (Bethesda, Md.) 6, 293S–301S 10.3945/an.114.006940 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79.Bhuyan D.J., Alsherbiny M.A., Perera S., Low M., Basu A., Devi O.A.et al. (2019) The Odyssey of Bioactive Compounds in Avocado (Persea americana) and Their Health Benefits. Antioxidants (Basel, Switzerland) 8, 426. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Kullappan M., Anbarasu A. and Ramaiah S. (2016) Ethyl Iso-allocholate from a Medicinal Rice Karungkavuni Inhibits Dihydropteroate Synthase in Escherichia coli: A Molecular Docking and Dynamics Study. Indian J. Pharmaceutical Sci. 78 [Google Scholar]
  • 81.Tang L., Li X., Wang B., Ma X., Li H., Gao Y.et al. (2018) Clinical Characteristics of Aldosterone- and Cortisol-Coproducing Adrenal Adenoma in Primary Aldosteronism. Int. J. Endocrinol. 2018, 9 10.1155/2018/4920841 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Alqaraleh M., Kasabri V., Abu Farha R., Naffa R.G., Yousef I. and Aljaafreh A. (2019) Branched amino acids as potential biomarkers in metabolic syndrome patients and as hypolipidemic compounds. Eurasian J. Biosci. 13, 2233–2241 [Google Scholar]
  • 83.Zhang S., Li R., Dong W., Yang H., Zhang L., Chen Y.et al. (2019) RIPK3 mediates renal tubular epithelial cell apoptosis in endotoxininduced acute kidney injury. Mol. Med. Rep. 20, 1613–1620 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84.Kim J.K. and Park S.U. (2018) Current results on the biological and pharmacological activities of Indole-3-carbinol. EXCLI J. 17, 181–185 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Lu Y. and Cederbaum A.I. (2010) CYP2E1 potentiation of LPS and TNFα-induced hepatotoxicity by mechanisms involving enhanced oxidative and nitrosative stress, activation of MAP kinases, and mitochondrial dysfunction. Genes Nutr. 5, 149–167 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Shreadah M.A., Abd El Moneam N.M., El-Assar S.A. and Nabil-Adam A. (2020) Marine Algae of the Genus Gracilaria as a Multi Products Source for different Biotechnological and Medical Applications [published online ahead of print, 2020 Jan 21]. Recent Pat. Biotechnol. 14, 203–228 [DOI] [PubMed] [Google Scholar]
  • 87.Akbari A., Jelodar G., Nazifi S. and Sajedianfard J. (2016) An Overview of the Characteristics and Function of Vitamin C in Various Tissues: Relying on its Antioxidant Function. Zahedan J. Res. Med. Sci. 18, e4037 [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All data are including in the paper.


Articles from Bioscience Reports are provided here courtesy of Portland Press Ltd

RESOURCES