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International Journal of Microbiology logoLink to International Journal of Microbiology
. 2021 May 11;2021:7568493. doi: 10.1155/2021/7568493

Seasonal Variation in Antimicrobial Activity of Crude Extracts of Psammaplysilla sp. 1 from Phillips Reef, South Africa

Wasswa Cuthbert Kibungu 1,, Justine Fri 2,, Anna-Maria Clarke 1, Anthony Otigbu 1, Henry Akum Njom 1,3,
PMCID: PMC8131155  PMID: 34054965

Abstract

Marine invertebrates constitute a diverse group of marine organisms beneficial to humanity due to their therapeutic significance. The marine sponge species Psammaplysilla sp. 1 was collected from Philips Reef, South Africa, over a four-season period and assayed for antimicrobial potential. The physicochemical parameters of the collection site were also recorded. The sponge crude extracts' antimicrobial activity was evaluated using an agar well diffusion assay against 5 pathogens. Phytochemical screening was conducted to identify the presence of 7 critical phytochemical groups. During the four seasons, the mean water temperature was 17.35°C ± 2.06, with autumn recording the highest (20°C) temperature. Antifungal activity was observed by Psammaplysilla sp. 1 (30 mm) against C. albicans, and this was higher than that showed by standard drugs ICZ-10 µg (15 ± 0.1 mm), FLU-15 µg (21 ± 0.2 mm), and VCZ-5 µg (17 ± 0.1 mm), respectively. Similar bioactivities were observed seasonally with Psammaplysilla sp. 1 (22 mm and 24 mm) during autumn and spring, respectively, against C. difficile while only crude extracts collected in spring showed bioactivity against C. albicans. Psammaplysilla sp. crude extracts showed broad-spectrum bioactivity against all test pathogens. DCM : ME crude extracts tested positive for the presence of 2/7 of the phytochemicals (terpenoids and flavonoids). GC-MS revealed several previously reported biologically active compounds such bicyclo[4.2.0]octa-1,3,5-trien-7-ol and phenol, 2,6-dibromo, some of which have been found in plants. This study revealed that sponge bioactivity is dependent on the season and further validated the antimicrobial potential of South African marine sponges.

1. Introduction

Nature has been identified as a good source of vast medically significant compounds for many years [1]. In the last decades, problems with antibiotic-resistant microbes have emerged, with an increased evolution of complex diseases, especially amongst immunosuppressed individuals [2]. Therefore, there is a need to discover and develop novel and highly potent antimicrobial agents as conjugates or alternatives to existing antimicrobial therapy that cannot be overemphasized. The marine environment provides a possible source of antimicrobial compounds due to its vast diversity, with its organisms representing approximately 80% of the world's biota [3]. Marine sponges belonging to the phylum Porifera [4] are significant animals that have been reported to be a source of unique natural products ranging from food, fragrances, pigments, enzymes, inhibitors, insecticides, and essential medicines such as antibacterial, anticancer, antiviral, and antifungal agents [5]. Approximately 10,000 pharmacologically bioactive compounds were successfully reported from marine invertebrates such as tunicates, sponges, soft corals, sea hares, nudibranchs, bryozoans, and sea slugs [6].

Bioactive metabolites obtained from the sponge genera Helicona, Petrosia, and Discodema were reported to be potent anticancer and anti-inflammatory agents, respectively. To further support the antimicrobial potential observed from sponges in previous studies, Lakshimi et al. [7] reported that the sponge Haliclona exigua produced promising antifungal compounds against Candida albicans, Cryptococcus neoformans, and Aspergillus fumigatus.

Highly diverse groups of active compounds, such as alkaloids, sterols, and peptides, have been produced from various sponge species [7]. These compounds have been found to possess antibacterial activity against drug-resistant strains of Staphylococcus aureus, Pseudomonas aeruginosa, E. coli, Neisseria gonorrhoeae, Streptococcus pneumoniae, Mycobacterium tuberculosis, and Helicobacter pylori [8].

These compounds are mainly produced as defensive mechanisms against microbial pathogens [8], hence the growing pharmaceutical interest of these marine species since the early 1950s as sources of novel bioactive metabolites following the discovery of novel bioactive compounds from algae and sponges [9]. Marine invertebrates have been mainly researched for neurophysiological, anticancer, and antiviral potentials instead of their antimicrobial potentials [9]. There is, therefore, a paucity of data on the antibacterial and antifungal activities of marine invertebrates' compounds. Also, although some marine invertebrates' bioactivity has been evaluated, the effect of seasonal differences on the production or bioactivity of their metabolites has not been reported. Therefore, this study aimed to determine the bioactive potentials of sponge extracts collected from Phillips Reef during the four seasons of the year.

2. Materials and Methods

2.1. Sample Collection and Taxonomical Identification

Samples were collected from Phillips Reef in Algoa Bay with coordinates 33°58'37.2ʺS 25°40'22.8ʺE, Port Elizabeth, Eastern Cape Province of South Africa (Figure 1).

Figure 1.

Figure 1

The geographical location of Phillips Reef in Algoa Bay, Port Elizabeth, South Africa.

Scuba divers collected Psammaplysilla sp. 1 species at depths of 12 m once-off during all four seasons of the year. The site's physicochemical parameters during each collection were recorded using a Conductivity Temperature Depth (CTD) device (Seabird 19plus V2). Each sample was transferred into a sterile zip lock bag containing seawater and was maintained at 4°C. Samples were transported to the Microbial Pathogenicity and Molecular Epidemiology Research Group (MPMERG) Laboratory at the University of Fort Hare for further analysis. Samples that were not analyzed immediately were frozen at −20°C before the extraction of bioactive compounds.

A portion of each sample was sent to the Department of Environmental Affairs Oceans and Coastal Research Centre, Cape Town, and South African Environmental Observation Network, Port Elizabeth, South Africa, for taxonomical identification. Identification was done using morphological approaches. Briefly, a section of each sponge specimen was cut and placed in household bleach to digest the sponge material. The cut sections and spicules preparations were mounted on microscope slides and allowed to dry. Permanent mounts were then made using Entellan or Canada balsam. Sponge morphology, arrangement, and spicule morphology were used for identification.

2.2. Bioactive Compound Extraction

Ethyl acetate (EA) and dichloromethane : methanol, DCM : ME (1 : 1), were used for the isolation of bioactive metabolites as previously described [1013]. For each sponge, 10 g of fresh or thawed sample was minced using a blender and added to 150 ml of each solvent (EA and DCM : ME). The tissue and solvent mixtures of EA and DCM : ME were agitated for 72 and 48 hours, respectively, followed by filtration through a Whatman No.2 filter paper. The filtrates were concentrated using a rotary vacuum evaporator (Lasec Steroglass, Strike 202) at 40°C at 300 rpm. The resulting crude extract residues, approximately 1 ml each per 50 ml of evaporated solution, were stored at 4°C for further analysis.

2.3. Test Organisms/Growth

Commercial strains of bacteria, methicillin-resistant Staphylococcus aureus, ATCC 49476, and Pseudomonas aeruginosa ATCC 10145 were resuscitated on Brain Heart Infusion (BHI) agar (Oxoid, UK) at 37°C for 24 hours. Clostridium difficile ATCC 9689 was resuscitated on BHI supplemented with 5 mg ml−1 of yeast extract and incubated at 37°C for 48 hours microaerophlically [10]. Fungal species of Candida albicans ATCC 10231 and Aspergillus fumigatus (ATCC 204305) were cultured on potato dextrose agar (PDA) and incubated at 30°C for three to five days [14].

2.4. Antimicrobial Assays

The crude extracts' antibacterial activity was evaluated using the standard agar well diffusion assay on Muller Hinton Agar (MHA) with slight modifications (Selvin and Lipton, 2004). Inoculums of the test bacteria, methicillin-resistant S. aureus ATCC 49476, C. difficile ATCC 9689, and P aeruginosa ATCC 10145 were prepared by transferring colonies from an overnight culture into 0.9% normal saline and turbidity was adjusted to 0.5 McFarland standards (the equivalent of one to two × 108 CFU ml−1). Two hundred and fifty microliters of each adjusted bacteria suspension was introduced into 500 ml of MHA (Oxoid, UK), which was cooled to about 40°C poststerilizations.

The mixture was poured into Petri dishes and allowed to solidify. Wells of 6 mm diameter were punched into the MHA plates containing test bacteria using a sterile cork borer. Crude extract concentrations of 80% (v : v) were prepared. This was done in duplicate for all crude extracts obtained using ethyl acetate and dichloromethane : methanol (1 : 1) (v : v).

Twenty microliters of each of the extracts was dispensed into different wells, and a negative control well was filled with the corresponding solvents. Antibiotic disks were also included as positive controls in the assays: vancomycin, VN (30 µg), clindamycin, CD (10 µg), trimethoprim, TM (5 µg), rifampicin, RP (5 µg), and amoxicillin, AMX (25 µg), were tested against MRSA, imipenem, IMP (10 µg), ciprofloxacin, CIP (5 µg), and meropenem, MEM (10 µg), were tested against P. aeruginosa, and metronidazole MNZ (5 µg), tetracycline, TE (30 µg), and clarithromycin, CLR (15 µg), were tested against C. difficile. S. aureus and P. aeruginosa inoculated plates were incubated at 37°C for 24 hours while those of C. difficile were incubated at 37°C for 48 hours microaerophilically. The resulting diameters of the zones of inhibition were measured in millimeters.

The antifungal property of different extracts against the test fungi, C. albicans (ATCC 10231) and A. fumigatus (ATCC 204305), was determined as previously reported by Selvin and Lipton [15]. However, the media used were PDA. Negative controls were wells filled with corresponding solvents while the antifungal agents, fluconazole, FLU (15 µg), itraconazole ICZ (10 µg), and voriconazole, VCZ (5 µg), were included as positive controls. Incubation was done at 37°C for three to five days [16]. All assays were done in triplicate, with a total dry weight of 24.5 mg being added to 1 ml of the parent extraction solvent to create a 24 mg/ml stock solution. The quantity selected was selected as it was the average mass of the crude extract powder obtained following rotary evaporation.

2.5. Phytochemical Screening of Bioactive Crude Extracts

Crude extracts that exhibited antimicrobial activity against the test bacteria and fungi were tested for phytochemical compounds such as flavonoids, tannins, terpenoids, phenolic compounds, saponins, and alkaloids.

2.5.1. Detection of Flavonoids

Flavonoids were detected using the Juglone test method as described by Sofowara [17]. Diluted ammonia solution was added to crude filtrate followed by adding 1 ml of concentrated sulphuric acid and 2 ml of potassium hydroxide solution and allowed to mix. 1 ml of aqueous filtrate of the sample was added before being observed for visible color changes.

2.5.2. Detection of Tannins

Detection of tannins was carried out as reported by Iyengar [18]. A few drops of 0.1% ferric chloride were added to 0.5 ml of crude filtrate and observed for brownish green or a blue-black coloration which indicated the presence of tannins.

2.5.3. Detection of Terpenoids

The Salkowski test was used to detect terpenoids, as reported by Kiran et al. [19]. To a volume of 5 ml of crude filtrate, 2 ml of chloroform was added, followed by 3 ml of concentrated sulphuric acid. A reddish-brown coloration of the interface indicated the presence of terpenoids.

2.5.4. Detection of Phenolic Compounds

The method reported by Mace [20] was followed. A volume of 2 ml of the crude filtrate and alcohol was mixed with a few drops of neutral ferric chloride (pH 7) solution. A dark green color indicated the presence of a phenolic group.

2.5.5. Detection of Saponins

Saponins were detected using the method described by Venkatesh et al. [21]. In this test, 0.5 ml of latex was dissolved in 5 ml of distilled water in a test tube. The solution was shaken vigorously and observed for a stable, persistent froth with a honeycomb structure.

2.5.6. Detection of Anthraquinones

The crude filtrate (2.5 ml) was shaken with 5 ml of benzene and 2.5 mL of 10% ammonia solution. Pink, red, or violet color indicated anthraquinones as reported by Mujeeb et al. [22].

2.5.7. Detection of Alkaloids

Samples containing alkaloids were identified using the method described by Evans [23]. A volume of 2 ml of 1 M hydrochloric acid was added to 1 ml of the crude filtrate. A few drops of Mayer's reagent (mercuric chloride 1.36 g, potassium iodide 5.0 g dissolved separately, and the volume made up to 100 ml with distilled water) were added to the test tube. A white or creamy precipitate indicated a positive result for alkaloids.

2.6. Gas Chromatography-Mass Spectrum Analysis

GC-MS (Shimadzu UV-1800) with NIST library was used to identify the compounds present in the extract. A volume of 3 µl microliters of the EA extract was injected into the GC-MS using a microsyringe. The signals obtained because of the compound elution from the gas chromatography into the detector were represented as peaks. The intensity of the signals and retention time were measured. The retention indices and mass spectra patterns obtained from the detected compounds were compared with those already documented in the NIST library for identity assignment [24].

2.7. Statistical Analysis

Means of zones of inhibition obtained from the bioactivity assays were derived and the standard deviations calculated using Microsoft Excel. A two-way analysis of variance (ANOVA) was carried out to determine if there were any statistical differences between the mean zones of inhibition of the ethyl acetate and dichloromethane : methanol crude extracts of Psammaplysilla sp. collected during the four seasons (winter, summer, autumn, and spring) against the pathogens of interest. The GraphPad Prism version 7.04 (Prime 7 for Windows) Microsoft Software was used for this analysis. The significance value was set at p < 0.05.

3. Results and Discussion

3.1. Results

3.1.1. Physicochemical Properties of Water Samples at the Site of Sample Collection

The mean water temperature in Phillips Reef during the four seasons was 17.35°C ± 2.06, with autumn recording the highest (20°C) temperature and the winter recording the lowest (16°C). No clear-cut differences in pH recordings were observed for all sampling seasons as the mean pH reading for all four seasons ranged from 8 to 8.78. The same was observed for the salinity readings that ranged between 35.12 psu and 35.47 psu for all four seasons. The average dissolved oxygen (DO) concentration was different across all four seasons, with the winter season recording the highest DO (7 mg L−1), while the spring season recorded the lowest DO (5 mg L−1). The turbidity of Phillips Reef was high during the spring season, with average turbidity of approximately 3 NTU, while the autumn season recorded the lowest turbidity of approximately 1 NTU. Conductivity was between 43.5 mS cm−1 and 48.2 mS cm−1 on average across all four seasons. A low coefficient of variability was observed for all parameters during the four seasons (Table 1).

Table 1.

Physicochemical parameters of Phillips Reef in Algoa Bay.

Physicochemical parameters
Season Mean/CV pH O2 (mg L−1) Temp (oC) Sal (psu) EC (mS cm−1) TB (NTU)
Winter Mean 8.18 7.72 16 35.47 44.4 1.62
CV 0 0 0 0 0 0.0152

Spring Mean 8.01 5.52 15.45 35.12 43.5 3.04
CV 0 0.0018 0.0003 0 0 0.0502

Summer Mean 8.32 5.97 17.86 35.12 45.9 2.05
CV 0.05 0.0005 0.0004 0.0002 0

Autumn Mean 8.78 6.85 20 35.22 48.2 1.05
CV 0.0006 0.0029 0 0 0 0

M = mean; CV = coefficient of variability; O2 = oxygen; Sal = salinity; EC = electroconductivity; Temp = temperature; TB = turbidity.

3.1.2. Taxonomic Identification of Marine Species

The collected specimen was identified as Psammaplysilla sp. 1 based on morphological appearance. Analyzed specimens were deposited at the Department of Environmental Affairs Oceans and Research facility in Cape Town, South Africa.

3.1.3. Antibacterial Activity of Marine Sponges

(1). Antimicrobial Susceptibility-Based Evaluations against Methicillin-Resistant S. aureus. No bioactivity was observed during winter and summer. The EA crude extract (35 ± 04 mm) collected during autumn showed the best bioactivity compared to reference control antibiotics (vancomycin 30 µg, 18 ± 1.2 mm; clindamycin 10 µg, 23 ± 0.5 mm; trimethoprim 5 µg, 28 ± 1 mm; rifampicin 5 µg, 27 ± 0.1 mm) as seen in Figure 2.

Figure 2.

Figure 2

Antibacterial activity of ethyl acetate (EA) and dichloromethane : methanol (DCM : ME) crude extracts against MRSA.

(2). Antimicrobial Susceptibility-Based Evaluations against P. aeruginosa. For activity against P. aeruginosa (Figure 3), no bioactivity was obtained during winter and summer. The highest inhibition zones were recorded with DCM : ME spring crude extracts of Psammaplysilla sp. 1 (26 mm) as seen in Figure 3, followed by crude extracts obtained from the autumn collection (20 ± 03 mm), while ethyl acetate crude extracts recorded lower inhibition zones (16 ± 0.2 mm). Significant differences in the mean zones of inhibition (p=0.0127) were observed against P. aeruginosa for collections from all four seasons. The antibiotic ciprofloxacin (30 ± 0.3 mm) performed slightly better than DCM : ME crude extract collected in spring (26 mm).

Figure 3.

Figure 3

Antimicrobial activity of ethyl acetate (EA) and dichloromethane : methanol (DCM : ME) crude extracts against P. aeruginosa.

(3). Antimicrobial Susceptibility-Based Evaluations against C. difficile. Slightly similar bioactivities were observed seasonally with Psammaplysilla sp. 1 (22 mm and 24 mm) during autumn and spring, respectively, against C. difficile (Figure 4). A p value of 0.1342 was obtained for the mean zones of inhibition of the samples collected during all four seasons against C. difficile, thus illustrating no statistically significant differences in the bioactivity profiles of specimens collected during autumn and spring. This could also further imply that the efficacies of both EA and DCM : ME crude extracts collected in spring and autumn are similar.

Figure 4.

Figure 4

Antibacterial activity of ethyl acetate (EA) and dichloromethane : methanol (DCM : ME) crude extracts against C. difficile.

(4). Antimicrobial Susceptibility-Based Evaluations against A. fumigatus. Only Psammaplysilla sp. 1 EA crude extracts collected during autumn and spring showed marked activity against A. fumigatus. Inhibition zones were 31 ± 0.1 mm and 16 mm in autumn and spring, respectively (Figure 5). Crude extracts of DCM : ME collected in all four seasons showed no activity against A. fumigatus. EA crude extracts obtained in autumn showed more significant bioactivity than all the standard antifungal drugs ICZ (16 ± 0.8 mm), FLU, 15 µg (24 ± 2.1 mm), and VCZ, 5 µg (21 ± 0.2 mm), as seen in Table 1. Statistically significant differences were observed in EA and DCM's bioactivity potentials DCM : ME crude extracts collected in spring and autumn against A. fumigatus (p=0.0164). This proves that seasons may play a role in sponges producing bioactive metabolites.

Figure 5.

Figure 5

Antifungal activity of ethyl acetate (EA) and dichloromethane : methanol (DCM : ME) crude extracts against A. fumigatus.

(5). Antimicrobial Susceptibility-Based Evaluations against C. albicans. Only crude extracts collected in spring showed bioactivity against C. albicans, as seen in Figure 6. EA and DCM : ME crude extracts of Psammaplysilla sp. recorded zones of inhibition of 30 mm and 16 mm, respectively. Psammaplysilla sp. EA crude extracts bioactivity was higher than those recorded for the standard antifungal agents: ICZ (15 ± 0.1), FLU, 15 µg (21 ± 0.2), and VCZ, 5 µg (17 ± 0.3). Statistically significant differences (p=0.041) were observed in the mean zones of inhibition of crude extracts tested against C. albicans.

Figure 6.

Figure 6

Antifungal activity of ethyl acetate (EA) and dichloromethane : methanol (DCM : ME) crude extracts against C. albicans.

3.1.4. Phytochemical Screening of Crude Extracts

Psammaplysilla sp. 1 that was tested for antimicrobial properties was also tested for the presence of seven (7) commonly reported phytochemicals. These phytochemical classes were also selected due to their antimicrobial properties. DCM : ME crude extracts tested positive for the presence of 2/7 of the phytochemicals (terpenoids and flavonoids), while EA crude extracts tested positive for 1/7 of the phytochemicals (saponins) as seen in Table 2.

Table 2.

Phytochemical screen Psammaplysilla sp. 1 isolated from Phillips Reef, Port Elizabeth.

Dichloromethane : methanol (1 : 1) Ethyl acetate
1 2 3 4 5 6 7 1 2 3 4 5 6 7
Psammaplysilla sp. 1 + + +

1: tannins; 2: phenolics; 3: terpenoids; 4: anthraquinones; 5: saponins, 6: flavonoids; 7: alkaloids; +: present; −: absent.

3.1.5. Gas Chromatographic Analysis of Psammaplysilla sp. 1

Ten antimicrobial compounds previously reported were present in the ethyl acetate crude extracts of Psammaplysilla sp. 1 as seen in Table 3. 1-Oxaspiro[2.5]octane-2-carbonitrile, methyl 10,11-tetradecadienoate, methyl 11,12-octadecadienoate, heptane, 3,3,5-trimethyl-phenol, 2,6-dibromo, and 2-heptacosane are compounds with antibacterial properties while heptane, 3,3,5-trimethyl and bicyclo[4.2.0]octa-1,3,5-trien-7-ol are known to exhibit antimicrobial properties; these compounds have been found to have antioxidant, anti-inflammatory, and antiviral properties. The antibacterial compound 2-heptacosane had the highest molecular weight. The compounds isolated further had different chemical structures except for methyl 10,11-tetradecadienoate and methyl 11,12-octadecadienoate.

Table 3.

Gas chromatographic analysis of Psammaplysilla sp. 1 ethyl acetate crude extracts.

No Organic compounds Molecular weight Chemical structure Biomedical applications References
1 Tetradecyl trifluoroacetate 144 graphic file with name ijmicro2021-7568493.tab3.i001.jpg Antibiofilm activity Gadhi et al. [25]

2 1-Oxaspiro[2.5]octane-2-carbonitrile 137 graphic file with name ijmicro2021-7568493.tab3.i002.jpg Antibacterial activity Ibraheam et al. [26]

3 Methyl 10,11-tetradecadienoate 238 graphic file with name ijmicro2021-7568493.tab3.i003.jpg Antibacterial activity Sharma et al. [27]

4 Methyl 11,12-octadecadienoate 294 graphic file with name ijmicro2021-7568493.tab3.i004.jpg Antioxidant and antibacterial activities Khatua et al. [28]

5 Heptane, 3,3,5-trimethyl- 142 graphic file with name ijmicro2021-7568493.tab3.i005.jpg Anti-inflammatory, antifungal, and antibacterial activities Kurashov et al. [29]

6 Bicyclo[4.2.0]octa-1,3,5-trien-7-ol 120 graphic file with name ijmicro2021-7568493.tab3.i006.jpg Antioxidant and antifungal Kim [30]

7 Phenol, 2,6-dibromo- 250 graphic file with name ijmicro2021-7568493.tab3.i007.jpg Antimicrobial, antioxidant, enzyme inhibitor Sun et al. [31]

8 Benzyl alcohol, 4-fluoro-3-methoxy- 156 graphic file with name ijmicro2021-7568493.tab3.i008.jpg Antimicrobial activity Wintola and Afolayan [32]

9 tert-Butyl-p-benzoquinone 220 graphic file with name ijmicro2021-7568493.tab3.i009.jpg Antimicrobial, antiviral, anti-inflammatory Pangal et al. [33]

10 2-Heptacosane 394 graphic file with name ijmicro2021-7568493.tab3.i010.jpg Antibacterial activity Khatua et al. [28]

3.2. Discussion

The vast nature of the marine environment favours a great deal of ecological diversity. Such ecosystems are home to a great diversity of important marine species such as sponges that have been reported to produce structurally diverse metabolites. Biological diversity is due to many physical and chemical parameters such as pH, temperature, salinity, and turbidity (Hamed et al., 2015). Differences in these parameters exert a driving force on the adaptive survival strategies, leading to the synthesis of new metabolites [1]. From 2014, approximately 30% of all marine natural products were isolated from marine sponges [34]. Because of this, significant interest in the discovery of new antimicrobials is tied to marine sponge research. Based on the results obtained from this study, turbidity recorded during spring could have a role in the antimicrobial activity observed against all test pathogens, as seen in Figures 2, 3, and 5.

According to the South African Water Quality Guidelines and WHO, a turbidity reading > one NTU indicates contaminated seawater [35]. Therefore, Zasloff [36] reported that the contamination could cause increased microbial pathogen interaction with the sponge species and yield high and probably a synthesis of diverse secondary metabolites notably during spring, as high bioactivities were recorded. The same could not be accounted for in winter as no bioactivity was observed during that season. However, such observation requires further validation as no studies have looked at the correlation between environmental parameters such as pH, temperature, turbidity, and salinity and the bioactivity potential of marine sponge.

Our crude extracts were tested for the presence of seven (7) commonly reported phytochemicals. Terpenoids and flavonoids were found in DCM : ME crude extracts, while EA crude extracts only tested positive for the presence of saponins. A study reported by Govinden-Soulange et al. [37]showed that two Mauritian sponge species Stylissa spp and Biemnatubulosa EA crude extracts contained saponins. Both sponges showed bioactivity against S. aureus, of which our collected sponge samples also showed bioactivity against MRSA. Another study was done by Fouad et al. [38], and it was observed that saponins obtained from marine sponge crude extracts only showed bioactivity against C. albicans and not MRSA.

Calabro et al. [39] further reported the same findings as their marine sponge Poecillastra compressa from the Mediterranean Deep-Sea contained saponins that only showed antifungal properties when tested against A. fumigatus. In our study, both antibacterial and antifungal activities were observed in the ethyl acetate crude extract, which contained saponins. Therefore, our findings contrast with those observed by the previous two studies. Our findings were further in agreement with the findings reported by Warad et al. [40] where the marine sponge Callyspongia diffusa crude extracts contained flavonoids that showed bioactivity against C. albicans.

Our Psammaplysilla sp. 1 crude extracts showed broad-spectrum bioactivity. These crude extracts were bioactive against both bacterial and fungal species, thus illustrating the efficacy or potential of the metabolites present within the sponge compared to the previously reported studies. Kim et al. [30] reported crude extracts found Psammaplysilla sp. 1 possessed bactericidal activity in Staphylococcus aureus strains (MRSA). Their study further reported the inactivity of some of the extracts against different Gram-negative bacteria strains such as Escherichia coli, Pseudomonas aeruginosa, Salmonella typhimurium, Klebsiella oxytoca, Enterobacter cloacae, and Citrobacter freundii. Our study observed different results as bioactivity was observed Pseudomonas aeruginosa (DCM : ME-26 mm). This could be due to our sample containing different types of bioactive metabolites within the same phytochemical class.

The bioactivity assays results obtained (Figures 26) from this study revealed that marine sponge species are capable of producing highly bioactive compounds effective against pathogenic microbes as previously reported by Putra et al. [41]. Sponges have been noted to produce a broad array of marine natural products [42] and possess significant chemical diversity [6, 43]. This can be further supported by the results of the crude extracts of Psammaplysilla sp (35 ± 0.4 mm), which performed better than control antimicrobials tested against three bacterial species (MRSA, P. aeruginosa, and C. difficile) and two fungal species (A. fumigatus and C. albicans). Our study observed that during winter and summer seasons, no bioactivity was observed against the test microorganisms except for spring and autumn seasons. This study is the first to report complete seasonal evaluations of the antimicrobial potentials Psammaplysilla species. No existing data were available on the seasonal bioactive profiles of Psammaplysilla. However, for other sponge's experimental data was available.

A study reported by Page et al. [44] revealed that wild M. hentscheli (sponges) exhibited a variation in the concentrations and efficacy of bioactive compounds (mycalamide, pateamine, and peloruside A) from different geographic regions and at different times of the year, thus illustrating that seasons do play a role in the different bioactivity profiles of marine sponges across various geographic locations. Devi et al. [45] from sponges Clathria sp. and Axinella sp. collected in South and East India during summer revealed no bioactivity for crude extracts of both species tested against P. aeruginosa and MRSA. The same observation was made with this study's crude extracts collected in summer as no bioactivity was recorded against MRSA and P. aeruginosa. Another study done by Cita et al. [3] on East Java Indonesian sponges collected during the rainy season revealed a different outcome as the same species (Axinella sp. and Clathria sp.) showed bioactivity against MRSA and P. aeruginosa as zones of inhibition of 15 ± 0.2 and 7 ± 0.21 were obtained, respectively, thus illustrating that different seasons of different biogeographic locations result in different bioactivity potentials being reported. In addition to this, our collected species were only bioactive during spring and autumn against P. aeruginosa, which are opposite seasons to those reported by Cita et al. [3] and Devi et al. [45].

Upon GC mass spectrometric analysis, several bioactive compounds previously reported were found in the crude extracts. Khatua et al. [28] isolated 2-Heptacosanea and methyl 11,12-octadecadienoatefrom Trichosanthes dioica root extract showed antibacterial activity against Proteus mirabilis and Bacillus subtilis. A study reported by Pangal et al. [33] revealed that tert-butyl-p-benzoquinone has antibacterial properties against E. coli and S. aureus. Even though these two studies reported antibacterial activity against different bacterial species than those used in our study, this further confirms the broad-spectrum antibacterial properties exhibited by Psammaplysilla sp 1. The compounds found in the sponge crude extract were like those reported to be found in plant extracts. Kumar and Pal [46] made a similar observation when they found that D-phytosphingosine, a corresponding 4-hydroxy analog of D-sphinganine, is a significant sphinganoid base found in both higher plants and many invertebrates.

Our study indicates that seasons may play a role in the variation of bioactivity potential of sponge species; this was also observed even for the same sponge species because of different geographical locations. Kanagasabhapathy et al. [47] reported that Psammaplysilla sp. collected from the Gulf Mannar in India showed bioactivity against P. aeruginosa (11 mm). This bioactivity was much less than the bioactivity results obtained in or study. The highest bioactivity recorded was 26 mm from a DCM : ME crude extract collected during spring. Our crude extracts efficacy was slightly less than trimethoprim (5 µg) 28 ± 1 mm. These findings agree with the study done by McClintock and Gauthier [10], which reported that most orders of Demosponge show significant bioactivity even though bioactivity varied even amongst the same species located in different regions. Green [48] further explained that the variations reported in different studies were due to the different methodologies used for extraction and geographical locations. Our study further agrees with Thompson et al. [49], which revealed that the season has a role in sponge species' bioactivity potentials.

Therefore, it is inevitable that the season might have a direct role in the bioactivity potentials of sponge species. The biogeographical location further influences the chemical diversity and presence of bioactive compounds. Secondly, both ethyl acetate and dichloromethane : methanol (1 : 1) have comparable bioactive metabolite extraction potentials from Psammaplysilla sp. 1 tissue and therefore are both recommended extraction solvents for future studies. Nevertheless, more studies are needed further to validate these findings concerning the Psammaplysilla sp. 1 as this study is the first to report seasonal bioactivity this species. Our study also validated South African marine sponges' antimicrobial potential against infectious pathogens as previously reported by Zoraghi et al. [50] and Veale et al. [51]. Davies-Coleman et al. [52] reported that South African has an enormous biodiversity of marine sponges. Also, many of them produce a broad diversity of biologically active compounds that can also be used for different pharmaceutical applications, such as anticancer drugs [52, 53]. This study in the future will investigate the anticancer and antiviral properties of Psammaplysilla sp. 1-based crude extracts and the possible application in drug delivery systems.

4. Conclusion

Our study revealed that selected marine invertebrates such as sponges synthesize biologically active compounds against bacterial and fungal pathogens. The study has also identified Phillips Reef in Algoa Bay, Port Elizabeth, as a perfect environment worth exploring to discover marine natural products for antimicrobial application, spring and autumn being the best seasons for collecting marine species bioactive compound isolation. The scientific approach of this study was different from previous studies done in South Africa, as most look at the antimicrobial potential of microbial flora found on the sponges whilst those that look at the sponge matrix seek to isolate bioactive compounds for anticancer, antioxidant, and anti-inflammatory properties; from this work, a positive correlation can be made between the bioactivity potentials of certain sponge species with the season. A new sponge species was successfully identified as Psammaplysilla sp. 1. Psammaplysilla sp. 1 is an excellent source of potential antibacterial agents for treating bacterial and fungal-related infections as this species showed broad-spectrum bioactivity. This study further recommends evaluating the bioactive crude extracts for the constituents present in the crude extracts of Psammaplysilla sp. 1 for other biomedical applications than antimicrobial properties.

Acknowledgments

The authors would like to acknowledge Dr. Toufliek Samaai and Ms. Liesl Jansen from the Department of Environmental Affairs Oceans and Coasts Research for the taxonomic identification of marine specimens. This study was supported by the National Research Foundation (NRF), South Africa, The South African Institute for Aquatic Biodiversity (SAIAB) under the grant number: 109690 Ref., and the University of Fort Hare.

Contributor Information

Wasswa Cuthbert Kibungu, Email: kibz2748@gmail.com.

Justine Fri, Email: frijustine2000@gmail.com.

Henry Akum Njom, Email: njomhenry@yahoo.com.

Data Availability

All data used in this study are included within this article.

Ethical Approval

The South African Institute for Aquatic Biodiversity (SAIAB) approved this research for ethical clearance under the ethics numbers: RES2017/26 and RES2018/26.

Disclosure

The manuscript is available on Research Square as a preprint.

Conflicts of Interest

The authors declare no conflicts of interest.

Authors' Contributions

Cuthbert Wasswa Kibungu, Anna-Maria Clarke Justine Fri, and Henry Akum Njom contributed to conceptualization and methodology; Cuthbert Wasswa Kibungu and Henry Akum Njom contributed to data curation and investigated the study; Cuthbert Wasswa Kibungu performed formal analysis; Anna-Maria Clarke and Henry Akum Njom contributed to funding acquisition and resources and supervised the study and were involved in project administration; Cuthbert Wasswa Kibungu, Justine Fri, and Henry Akum Njom validated the data and prepared the original draft; Cuthbert Wasswa Kibungu, Anthony Otigbu, Justine Fri, and Henry Akum Njom reviewed and edited the manuscript.

References

  • 1.Reen F., Gutiérrez-Barranquero J., Dobson A., Adams C., O’Gara F. Emerging concepts promising new horizons for marine biodiscovery and synthetic biology. Marine Drugs. 2015;13(5):2924–2954. doi: 10.3390/md13052924. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.DeNegre A. A., Myers K., Fefferman N. H. Impact of chemoprophylaxis policy for AIDS-immunocompromised patients on the emergence of bacterial resistance. PloS One. 2020;15(1):p. e0225861. doi: 10.1371/journal.pone.0225861. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Cita Y. P., Muzaki F. K., Radjasa O. K., Sudarmono P. Screening of antimicrobial activity of sponges extracts from PasirPutih, East Java (Indonesia) Journal of Marine Science: Research & Development. 2017;7(237):p. 2. [Google Scholar]
  • 4.Anderson S. A., Northcote P. T., Page M. J. Spatial and temporal variability of the bacterial community in different chemotypes of the New Zealand marine sponge Mycale hentscheli. FEMS Microbiology Ecology. 2010;72(3):328–342. doi: 10.1111/j.1574-6941.2010.00869.x. [DOI] [PubMed] [Google Scholar]
  • 5.Nabavi S. M., Saeedi M., Nabavi S. F., Silva A. S., editors. Recent Advances in Natural Products Analysis. Amsterdam, Netherlands: Elsevier; 2020. [Google Scholar]
  • 6.Proksch P., Edrada R., Ebel R. Drugs from the seas–current status and microbiological implications. Applied Microbiology and Biotechnology. 2002;59(2-3):125–134. doi: 10.1007/s00253-002-1006-8. [DOI] [PubMed] [Google Scholar]
  • 7.Lakshmi V., Mishra S. K., Srivastava S., Chaturvedi A., Srivastava M. N., Shukla P. K. Antifungal activity of marine sponge Haliclona exigua (Krikpatrick) Journal de Mycologie Médicale. 2010;20(1):31–35. doi: 10.1016/j.mycmed.2009.12.001. [DOI] [Google Scholar]
  • 8.Brinkmann C. M., Marker A., Kurtböke D. İ. An overview on marine sponge-symbiotic bacteria as unexhausted sources for natural product discovery. Diversity. 2017;9(4):p. 40. [Google Scholar]
  • 9.Banawas S. S. Clostridium difficile infections: a global overview of drug sensitivity and resistance mechanisms. BioMed Research International. 2018;2018:9. doi: 10.1155/2018/8414257.8414257 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.McClintock J. B., Gauthier J. J. Antimicrobial activities of Antarctic sponges. Antarctic Science. 1992;4(2):179–183. doi: 10.1017/s0954102092000270. [DOI] [Google Scholar]
  • 11.Sionov E., Roth D., Sandovsky-Losica H., et al. Antifungal effect and possible mode of activity of a compound from the marine sponge Dysidea herbacea. Journal of Infection. 2005;50(5):453–460. doi: 10.1016/j.jinf.2004.07.014. [DOI] [PubMed] [Google Scholar]
  • 12.Sepčić K., Kauferstein S., Mebs D., Turk T. Biological activities of aqueous and organic extracts from tropical marine sponges. Marine Drugs. 2010;8(5):1550–1566. doi: 10.3390/md8051550. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Kelman D., Kashman Y., Rosenberg E., Ilan M., Ifrach I., Loya Y. Antimicrobial activity of the reef sponge Amphimedon viridis from the Red Sea: evidence for selective toxicity. Aquatic Microbial Ecology. 2001;24(1):9–16. doi: 10.3354/ame024009. [DOI] [Google Scholar]
  • 14.Liu Y., Tortora G., Ryan M. E., Lee H.-M., Golub L. M. Potato dextrose agar antifungal susceptibility testing for yeasts and molds: evaluation of phosphate effect on antifungal activity of CMT-3. Antimicrobial Agents and Chemotherapy. 2002;46(5):1455–1461. doi: 10.1128/aac.46.5.1455-1461.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Selvin J., Lipton A. P. Biopotentials of secondary metabolites isolated from marine sponges. Hydrobiologia. 2004;513(1):231–238. doi: 10.1023/b:hydr.0000018183.92410.21. [DOI] [Google Scholar]
  • 16.Hutagalung R. A., Victor M., Karjadidjaja M., Prasasty V. D., Mulyono N. Extraction and characterization of bioactive compounds from cultured and natural sponge, haliclona molitba and stylotella aurantium origin of Indonesia. International Journal of Bioscience, Biochemistry and Bioinformatics. 2014;4(1):14–18. doi: 10.7763/ijbbb.2014.v4.302. [DOI] [Google Scholar]
  • 17.Sofowora A. Medicinal Plants and Traditional Medicine in Africa. Hoboken, NJ, USA: John Wiley and Sons LTD; 1982. [Google Scholar]
  • 18.Iyengar M. A. Study of Crude Drugs. 8. Hyderabad, India: BSP Books; 1995. [Google Scholar]
  • 19.Kiran N., Siddiqui G., Khan A. N., Ibrar K., Tushar P. Extraction and screening of bioactive compounds with antimicrobial properties from selected species of mollusk and crustacean. Journal of Clinical & Cellular Immunology. 2014;5:1–5. [Google Scholar]
  • 20.Mace M. E. Histochemical localization of phenols in healthy and diseased banana roots. Physiologia Plantarum. 1963;16(4):915–925. doi: 10.1111/j.1399-3054.1963.tb08367.x. [DOI] [Google Scholar]
  • 21.Venkatesh S., Reddy Y. R., Ramesh M., Swamy M. M., Mahadevan N., Suresh B. Pharmacognostical studies on Dodonaeaviscosa leaves. African Journal of Pharmacy and Pharmacology. 2008;2(4):083–088. [Google Scholar]
  • 22.Mujeeb F., Bajpai P., Pathak N. Phytochemical evaluation, antimicrobial activity, and determination of bioactive components from leaves of Aegle marmelos. BioMed Research International. 2014;2014:11. doi: 10.1155/2014/497606.10.1155/2014/497606 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Evans W. C. Vol. 997. Singapore: Hartcourt Brace and Company Asia Pvt. Ltd; 1997. pp. 226–227. [Google Scholar]
  • 24.Evans W. C. Trease and Evans Pharmacology. Harcourt Brace and Company. Singapore: Asia. Pvt. Ltd; 1997. [Google Scholar]
  • 25.Gadhi A. A. A., El-Sherbiny M. M., Al-Sofyani A. M. A., Ba-Akdah M. A., Satheesh S. Antibiofilm activities of extracts of the macroalga Halimeda sp. from the red sea. The Journal of Marine Science and Technology. 2018;26:838–846. [Google Scholar]
  • 26.Ibraheam I. A., Hadi M. Y., Hameed I. H. Analysis of bioactive compounds of methanolic leaves extract of mentha pulegium using Gas chromatography-mass spectrometry (GC-MS) technique. International Journal of Pharmaceutical Quality Assurance. 2017;8(4):174–182. doi: 10.25258/ijpqa.v8i04.10543. [DOI] [Google Scholar]
  • 27.Sharma D., Rani R., Chaturvedi M., Yadav J. P. Antibacterial capacity and identification of bioactive compounds by GCMS of Allium cepa. International Journal of Pharmacy and Pharmaceutical Sciences. 2018;10(2):p. 116. doi: 10.22159/ijpps.2018v10i2.23698. [DOI] [Google Scholar]
  • 28.Khatua S., Pandey A., Biswas S. J. Phytochemical evaluation and antimicrobial properties of Trichosanthes dioica root extract. Journal of Pharmacognosy and Phytochemistry. 2016;5(5):p. 410. [Google Scholar]
  • 29.Kurashov E. A., Fedorova E. V., Krylova J. V., Mitrukova G. G. Assessment of the potential biological activity of low molecular weight metabolites of freshwater macrophytes with QSAR. Scientifica. 2016;2016:9. doi: 10.1155/2016/1205680.1205680 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Kim D., Lee I. S., Jung J. H., Yang S.-I. Psammaplin A, a natural bromotyrosine derivative from a sponge, possesses the antibacterial activity against methicillin-resistantStaphylococcus aureus and the DNA gyrase-inhibitory activity. Archives of Pharmacal Research. 1999;22(1):25–29. doi: 10.1007/bf02976431. [DOI] [PubMed] [Google Scholar]
  • 31.Sun S., Canning C., Wang K., et al. Antibacterial activity of 2-(3’,5’-Dibromo-2’-methoxyphenoxy)-3,5-dibromophenol isolated from phyllospongia papyracea. Natural Product Communications. 2017;12(4) doi: 10.1177/1934578x1701200426. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Wintola O., Afolayan A. Chemical constituents and biological activities of essential oils of hydnora africana thumb used to treat associated infections and diseases in South Africa. Applied Sciences. 2017;7(5):p. 443. doi: 10.3390/app7050443. [DOI] [Google Scholar]
  • 33.Pangal A., Ahmed K., Shaikh S. Synthesis, characterization and study of antimicrobial activity of 2,6-ditertiary butyl-1,4-benzoquinone hydrazones. International Research Journal of Pharmacy. 2013;4(8):172–176. doi: 10.7897/2230-8407.04834. [DOI] [Google Scholar]
  • 34.Mehbub M., Lei J., Franco C., Zhang W. Marine sponge derived natural products between 2001 and 2010: trends and opportunities for discovery of bioactives. Marine Drugs. 2014;12(8):4539–4577. doi: 10.3390/md12084539. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.South African Water Quality Guidelines. Recreational Water Use. 2nd. Vol. 2. Pretoria, South Africa: Department of Water Affairs and Forestry; 1996. [Google Scholar]
  • 36.Zasloff M. Antimicrobial peptides of multicellular organisms. Nature. 2002;415(6870):p. 38. doi: 10.1038/415389a. [DOI] [PubMed] [Google Scholar]
  • 37.Govinden-Soulange J., Marie D., Kauroo S., Beesoo R., Ramanjooloo A. Antibacterial properties of marine sponges from Mauritius waters. Tropical Journal of Pharmaceutical Research. 2014;13(2):249–254. doi: 10.4314/tjpr.v13i2.13. [DOI] [Google Scholar]
  • 38.Fouad M., Al-Trabeen K., Badran M., et al. New steroidal saponins from the sponge Erylus lendenfeldi. Arkivoc. 2004;2004(13):17–27. doi: 10.3998/ark.5550190.0005.d03. [DOI] [Google Scholar]
  • 39.Calabro K., Kalahroodi E. L., Rodrigues D., et al. Poecillastrosides, steroidal saponins from the mediterranean deep-sea sponge poecillastra compressa (Bowerbank, 1866) Marine Drugs. 2017;15(7):p. 199. doi: 10.3390/md15070199. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Warad V. B., Habbu P., Shastri R. Antimicrobial activity of callyspongia diffusa (marine sponge) associated endophytic bacteria L strains. International Journal of Pharmacy and Pharmaceutical Sciences. 2017;9(7):90–96. doi: 10.22159/ijpps.2017v9i7.18480. [DOI] [Google Scholar]
  • 41.Putra M. Y., Wibowo J. T., Murniasih T., Rasyid A. Evaluation of antibacterial activity from Indonesian marine soft coral Sinularia sp. AIP Conference Proceedings. 2016;1744(1) doi: 10.1063/1.4953513.020039 [DOI] [Google Scholar]
  • 42.Newman D., Cragg G. Drugs and drug candidates from marine sources: an assessment of the current “state of play”. Planta Medica. 2016;82(09/10):775–789. doi: 10.1055/s-0042-101353. [DOI] [PubMed] [Google Scholar]
  • 43.Blunt J. W., Copp B. R., Keyzers R. A., Munro M. H. G., Prinsep M. R. Marine natural products. Natural Product Reports. 2015;32(2):116–211. doi: 10.1039/c4np00144c. [DOI] [PubMed] [Google Scholar]
  • 44.Page M. J., Northcote P. T., Webb V. L., Mackey S., Handley S. J. Aquaculture trials for the production of biologically active metabolites in the New Zealand sponge Mycale hentscheli (Demospongiae: poecilosclerida) Aquaculture. 2005;250(1-2):256–269. doi: 10.1016/j.aquaculture.2005.04.069. [DOI] [Google Scholar]
  • 45.Devi P., Wahidulla S., Kamat T., D’Souza L. Screening marine organisms for antimicrobial activity against clinical pathogens. Indian Journal of Geo-Marine Sciences. 2011;40(3) [Google Scholar]
  • 46.Kumar M. S., Pal A. K. A review of bioactive compounds from marine organisms with special mention on the potential of marine sponges in pharmacological applications. Journal of the Marine Biological Association of India. 2016;58(1):p. 84. [Google Scholar]
  • 47.Kanagasabhapathy M., Nagata K., Fujita Y., Tamura T., Okamura H., Nagata S. Antibacterial activity of the marine sponge Psammaplysilla purpurea: importance of its surface-associated bacteria. Proceedings of Oceans’ 04 MTS/IEEE Techno-Ocean’04 (IEEE Cat. No. 04CH37600); 2004 November; Kobe, Japan. pp. 1323–1329. [Google Scholar]
  • 48.Green G. Antibiosis in marine sponges. FAO Fisheries Reports. 1977;200:199–205. [Google Scholar]
  • 49.Thompson J. E., Barrow K. D., Faulkner D. J. Localization of two brominated metabolites, aerothionin and homoaerothionin, in spherulous cells of the marine Sponge Aplysina fistularis (=Verongia thiona) Acta Zoologica. 1983;64(4):199–210. doi: 10.1111/j.1463-6395.1983.tb00801.x. [DOI] [Google Scholar]
  • 50.Zoraghi R., Worrall L., See R. H., et al. Methicillin-resistant Staphylococcus aureus (MRSA) pyruvate kinase as a target for bis-indole alkaloids with antibacterial activities. Journal of Biological Chemistry. 2011;286(52):44716–44725. doi: 10.1074/jbc.m111.289033. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Veale C. G. L., Zoraghi R., Young R. M., et al. Synthetic analogues of the marine bisindole deoxytopsentin: potent selective inhibitors of MRSA pyruvate kinase. Journal of Natural Products. 2015;78(3):355–362. doi: 10.1021/np500755v. [DOI] [PubMed] [Google Scholar]
  • 52.Davies-Coleman M. T., Garson M. J. Marine polypropionates. Natural Product Reports. 1998;15(5):477–493. doi: 10.1021/np500755v. [DOI] [PubMed] [Google Scholar]
  • 53.Sunassee C. G. L., Davies-Coleman M. T. Cytotoxic and antioxidant marine prenylated quinones and hydroquinones. Natural Product Reports. 2012;29(5):513–535. doi: 10.1021/np500755v. [DOI] [PubMed] [Google Scholar]

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Data Availability Statement

All data used in this study are included within this article.


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