Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2021 Feb 24;11:4474. doi: 10.1038/s41598-021-84112-0

Identification of microalgae cultured in Bold’s Basal medium from freshwater samples, from a high-rise city

Charmaine Lloyd 1,2,, Kai Heng Tan 1, Kar Leong Lim 1, Vimala Gana Valu 1, Sarah Mei Ying Fun 1, Teng Rong Chye 1, Hui Min Mak 1, Wei Xiong Sim 1, Sarah  Liyana Musa 1, Joscelyn Jun Quan Ng 1, Nazurah Syazana Bte Nordin 1, Nurhazlyn Bte Md Aidzil 1, Zephyr Yu Wen Eng 1, Punithavathy Manickavasagam 1, Jen Yan New 1
PMCID: PMC7904821  PMID: 33627771

Abstract

This study aimed at exploring microalgal heterogeneity from fresh water samples collected from inland water bodies in the heavily built city of Singapore. Culturable pure isolates (n = 94) were subject to an in-house microalgal DNA extraction method and LSU rDNA sequencing. Isolates were analysed for their predominance and distribution. A total of 17 different algal genera were identified (H = 2.8, EH = 0.6), of which Scenedesmus spp. and Chlorella spp. constituted 27.5% and 21.3% of isolates respectively, followed by Micractinium spp. (18.8%) and Chlamydomonas spp. (12.5%). We also report 16 new microalgal strains from this region. The data is important from an ecological and biotechnological perspective.

Subject terms: Ecology, Microbiology, Microbial communities, Industrial microbiology

Introduction

Algae are viewed as potential sources of biodiesel, nutraceuticals, cosmetics, pharmaceuticals, fertilizers and food sources for human and animal consumption1. Exploratory studies on microalgal communities in various natural ecosystems provide knowledge that is both of ecological and commercial value24. Anthropogenic stress may play a role in defining microbial ecosystems5 and is thus worth exploring. The city-state island of Singapore is approximately 722.5 square km. It comprises around 10,099 high-rise buildings and is highly populated (5.7 million)6. The island is interspersed with several artificial canals and drains which meander through, to facilitate rain water collection7. Past studies have focussed on marine and macroalgae in the South East Asian region2,3. The aim of our study was to identify culturable microalgae from water samples collected from random sampling sites.

As with most eukaryotes, microalgae have different morphologies during their life cycle. Some exhibit phenotypic plasticity in the same culture as well. Microscopic identification depends largely on expertise in phycology and may not be a reliable way of identifying isolates. Hence, we aimed to use LSUr (large subunit ribosomal) DNA sequencing8 to help facilitate the identification process. The extremely hardy nature of microalgal cell walls9,10 is relatively resistant to various hydrolysis methods used to extract nuclear content. Methods used to digest the cell wall often require to be adapted from other protocols, to suit the algal genus researched on. There are reports of success with using commercial DNA extraction kits11,12, phenol–chloroform methods13, glass bead disruption, Tris–HCl EDTA-NaCl-SDS extraction14, hexadecyl-trimethyl-ammonium bromide (CTAB)15,16, freeze thaw techniques, tissue homogenizing, grinding17 and boiling18. We modified an existing method14 to facilitate DNA extraction of our algal isolates.

Materials and methods

Isolation and culture

Surface water samples were collected in sterile containers from publicly accessible inland water locations (n = 31) in the north (NZ)-6, central (CZ)-11, east (EZ)-6 and West zones (WZ)-8, by random sampling. Samples were pelleted, washed, resuspended in sterile Bold’s basal medium (BBM) broth and serially diluted until clear. A loopful from the last three clear dilutions were examined microscopically for the presence of algae and cultured using spread-plate onto BBM agar. Triplicate isolation plates were incubated in a 23 °C room with a tube light source for 24 h. Swarming contamination was controlled using 2–2.5% agar. Isolates were sub-cultured until pure. Pure colonies were stored in 15% glycerol-BBM at − 20 °C for long-term and in BBM slants for short-term stocks.

DNA extraction, PCR and sequencing

DNA was extracted from pure isolates by a slight modification of the protocol of Martin-Laurent et al14. Briefly 5–6 microalgal pure colonies were added to 500 µl of lysis buffer [(100 mM Tris-HCl pH8, 100 mM EDTA, 100 mM NaCl, 1% (w/v) Polyvinylpyrrolidone, 2%(w/v) sodium dodecyl sulphate)] in a microcentrifuge tube. The tube was dipped in liquid nitrogen for 5 s (4 times) and sonicated at 7 watts for 6 s (5 times). A volume of 500 µl of phenol:chloroform:isoamylalcohol (25:24:1) was added to the suspension and then centrifuged at 14,000 rpm for 5 min. The supernatant was combined with 1/10 volume of 5 M sodium acetate and placed on ice for 10 min, after which it was centrifuged at 14,000 rpm for 5 min. One volume of ice-cold 100% ethanol was added and DNA pelleted by centrifugation (13,000 rpm for 10 min, 4 °C). The pellet was air-dried, and the DNA was stored in 50 µl of TE buffer. The PCR reaction mixture was performed in a total volume of 50 µl. Five microliter of genomic DNA in TE buffer pH 8.0, 1 µl each of forward and reverse primer, 25 µl of PCR master mix (Promega, P119A, USA) and 18 µl of nuclease free water. The protocol for PCR amplification was initial denaturation (94 °C, 3 min, 1 cycle), 35 cycles of denaturation (95 °C, 45 s), annealing (47.5 °C, 1 min) and extension (72 °C, 1.3 min); followed by final extension (72 °C, 5 min, 1 cycle). The D1-D2 LSU rDNA sequences for each microalga was amplified with universal primers19. On agarose gel electrophoresis, bands in between 200 and 1000 bp were excised and purified using a gel extraction kit. The PCR products were outsourced to AIT Biotech Company Singapore for DNA sequencing services.

Analysis

The LSU rDNA sequences obtained were blasted against available sequences from GenBank data base for identification. Shannon diversity index (H) and Evenness (EH) was calculated as a measure of diversity of both genera and species in the locations and zones. Menhinick’s index (D) was calculated for the number of species per zone20. Poisson regression and Poisson regression allowing for over-dispersion was used to analyse whether significant associations could be made between zones, locations and identified strains.

Results

With LSU rDNA sequencing, a total of 94 cultivable isolates could be identified. Fourteen isolates which were found to be similar in species identity for particular locations were not included in subsequent analysis. Eighty isolates were further analysed (Table 1). Seventeen different genera could be identified among the 80 isolates (H = 2.8, EH = 0.6). The most common genera across the 80 isolates were Scenedesmus spp. (27.5%), Chlorella spp. (18.8%), Micractinium spp. (18.8%) and Chlamydomonas spp. (12.5%) (Table 1). As seen in the table, several species of the three major genera were observed in our collection. From Table 2, genus richness (D) was slightly higher for CZ(4.5) followed by WZ(3.7), EZ(3.3) and least in the NZ(2.7). When compared for uni and multi algal heterogeneity in each sample, 7 locations had three or more genera. Two locations CL (in the WZ) and location BG (CZ) had 6 genera. CL and BG also had higher strain diversity in our study (H = 1.7), followed by CG (H = 1.5) and USR, BG (H = 1.29). Zone and location associations with strains in this study were not found to be significant.

Table 1.

Microalgal diversity among LSU-rDNA sequenced microalgae and their distribution.

Microalgal genera Species (25) Microalgal species—strain level (80) Zone distribution of species
CZ NZ EZ WZ
26 16 9 29
Scenedesmus spp. (22) 1 Scenedesmus obliquus YSW14 4 1 1 2
Scenedesmus obliquus YSR02 1
Scenedesmus obliquus YSW17 1
Scenedesmus obliquus 3 1 1
2 Scenedesmus pectinatus 2
3 Scenedesmus acuminatus 1
4 Scenedesmus acutus 1
5 Scenedesmus bajacalifornicus 1
u Scenedesmus sp (unidentified) 1 1
Chlorella spp. (16) 6 Chlorella vulgaris 3 2 1
Chlorella vulgaris isolate YSW04 1 1
Chlorella vulgaris KZN 23 1 1
7 Chlorella sorokiniana 2 1
8 Chlorella ellipsoidea 1
u Chlorella sp. (unidentified) 2
Micractinium sp. (15) 9 Micractinium reisseri 4 2 4
Micractinium reisseri RAIW01 2 3
Chlamydomonas spp. (10) 10 Chlamydomonas reinhardtii 4 1
11 Chlamydomonas incerta 2 1
12 Chlamydomonas peterfii 1
u Chlamydomonas sp. (unidentified) 1
Fasciculochloris sp. (3) 13 Fasciculochloris boldii 1 2
Ankitrodesmus sp. (2) 14 Ankitrodesmus stipitatus 1 1
Ourococcus sp. (2) 15 Ourococcus multisporus 1 1
Coelastrum sp. (1) 16 Coelastrum morum 1
Desmodesmus sp. (1) 17 Desmodesmus sp. (unidentified) 1
Ascochloris sp. (1) 18 Ascochloris multinucleata 1
Asterarcys sp. (1) 19 Asterarcys quadricellulare 1
Parachlorella sp. (1) 20 Parachlorella beijerinckii 1
Chloromonas sp. (1) 21 Chloromonas oogama 1
Dictyosphaerium sp. (1) 22 Dictyosphaerium sp.(unidentified) 1
Eudorina sp. (1) 23 Eudorina unicocca 1
Mychonastes sp. (1) 24 Mychonastes pushpae 1
Westella sp. (1) 25 Westella botryoides 1

Shannon’s index H

Evenness EH

2.8

0.6

1.0

0.3

0.7

0.2

0.4

0.2

1.2

0.4

u-Species unidentified.

Table 2.

Location wise diversity of microalgal species.

Zone (genus richness per zone D) Location codes* Identification of microalgae (strain level) Genera per location (genus diversity H)**
CZ (4.5) AB Micractinium reisseri 1
BP

Chlamydomonas reinhardtii

Chlorella ellipsoidea

Micractinium reisseri

Scenedesmus obliquus isolate YSW14

4 (1.29)
BG

Ankitrodesmus stipitatus Chlamydomonas incerta

Chlorella vulgaris strain KZN 23 Micractinium reisseri Ourococcus multisporus

Scenedesmus obliquus

Scenedesmus obliquus isolate YSW14

6 (1.69)
BT Ascochloris multinucleata 1
HC Scenedesmus obliquus 1
KA Micractinium reisseri 1
LPR

Chlamydomonas reinhardtii

Scenedesmus obliquus

Scenedesmus obliquus isolate YSW14

2 (0.78)
MR Chlamydomonas reinhardtii Scenedesmus obliquus isolate YSW14 2 (0.78)
MM Chlorella vulgaris YSW04 1
TP Micractinium reisseri isolate RAIW01 1
UPR

Chlamydomonas incerta Chlamydomonas reinhardtii

Micractinium reisseri isolate RAIW01

Scenedesmus obliquus YSR02

3 (1.05)
EZ (2.7) AJ Chlorella vulgaris 1
BR

Chlamydomonas peterfii

Chlorella vulgaris isolate YSW04

2 (0.78)
CH

Chlorella sorokiniana

Chlorella sp

Scenedesmus sp

2 (0.78)
EC Coelastrum morum 1
FCP Chlorella sp 1
PR Scenedesmus obliquus isolate YSW14 1
NZ (3.3) AP Scenedesmus obliquus 1
KR

Chlorella vulgaris

Scenedesmus obliquus

2 (0.78)
LSR

Chlorella sorokiniana

Chlorella vulgaris

Chlorella vulgaris YSW04

Micractinium reisseri

2 (0.78)
NP Fasciculochloris boldii 1
SE

Chlorella vulgaris

Dictyosphaerium sp

Micractinium reisseri

3 (1.05)
USR

Chlamydomonas incerta

Chlamydomonas reinhardtii

Chlorella sorokiniana

Desmodesmus sp

Ourococcus multisporus

4 (1.29)
WZ (3.7) BB

Chloromonas oogama

Scenedesmus obliquus isolate YSW14

Scenedesmus obliquus YSR17

2 (0.78)
BP

Chlorella vulgaris

Micractinium reisseri

Micractinium reisseri isolate RAIW01

2 (0.78)
CG

Chlamydomonas sp

Eudorina unicocca

Fasciculochloris boldii

Mychonastes pushpae

Scenedesmus pectinatus

5 (1.5)
CL

Ankitrodesmus stipitatus

Fasciculochloris boldii

Micractinium reisseri

Micractinium reisseri isolate RAIW01

Parachlorella beijerinckii

Scenedesmus acuminatus

Scenedesmus acutus

Scenedesmus bajacalifornicus

Scenedesmus obliquus

Scenedesmus pectinatus

Scenedesmus sp.

Westella botryoides

6 (1.69)
JU Scenedesmus obliquus isolate YSW14 1
PC

Chlorella vulgaris KZN 23

Micractinium reisseri isolate RAIW01

2 (0.78)
Tu

Asterarcys quadricellulare

Micractinium reisseri

2 (0.78)
WCP Micractinium reisseri 1

*Location laboratory codes.

**Diversity is calculated when there was only more than 1 isolate, D- Menhinick’s index, H-Shannon’s index.

Discussion

The isolation, cultivation and identification of microalgae indigenous to an environment is primarily of ecological, biotechnological and commercial interest1. BBM, a traditional chemically defined medium was used to isolate microalgae in our study. We were able to successfully grow and isolate 17 different microalgal genera in this medium. We are aware that several genera may not be easily cultivable in this medium, hence we do not claim that this study is representative of the total microalgal biodiversity in Singapore.

While some microalgae were easy to identify based on cellular morphology, coccoid forms were generally difficult to distinguish based on microscopy. In this regard, species identification using LSU rDNA sequencing was a powerful technique. One of the greatest challenges was to standardize a method that would allow for extraction of DNA from different types of algae. This is probably because cell wall compositions of microalgae vary widely and may include cellulose, pectins, hemicelluloses, arabinogalactan proteins (AGPs), extensin, lignin, β-mannans, β-xylans, complex sulfated polysaccharides and glycoproteins12. Eventually, an in-house modification of the technique by Martin-Laurent et al14 led to a freeze-sonication based extraction method that was useful in extracting all the isolates we chose to study.

In addition to the algae reported in a past meta-analysis study from Singapore4 our study contributes the following 6 new species to existing reported genera Ankitrodesmus stipitatus, Chlorella sorokiniana, Chlorella ellipsoidea, Micractinium reisseri, Scenedesmus pectinatus, Scenedesmus bajacalifornicus. We also add the following new strains to the list- Ascochloris multinucleate, Asterarcys quadricellulare, Chlamydomonas incerta, Chlamydomonas reinhardtii, Chlamydomonas peterfii, Parachlorella beijerinckii, Chloromonas oogama, Eudorina unicocca, Fasciculochloris boldii, Mychonastes pushpae.

Microalgae are referred to as green gold because of their commercial value. They are cultivable throughout the year, have a low land demand and are a rich source of organic compounds. The three major uses of algae are biofuels (biochar, bioethanol, oil, biohydrogen), direct use (food and supplements for humans and animals), bioproducts (fatty acids, antioxidants, coloring agents, vitamins, anticancer and antimicrobial drugs)1,21. Scenedesmus obliquus, the most common microalga in our study, is reported to be used in effluent treatment, fish feed, biodiesel and pharmaceutical industries2225, Scenedesmus pectinatus, Scenedesmus acuminatus and Scenedesmus acutus are also biofuel candidates2628. Scenedesmus bajacalifornicus has pharmaceutical potential29. Chlorella vulgaris is widely used in nutrition and biodiesel30. Additional to these commercial uses, Chlorella sorokiniana has pharmaceutical and fish feed uses3133. Chlorella ellipsoidea is additionally known to have pharmaceutical potential34. Micractinium reisseri is useful in waste water treatment35. Chlamydomonas reinhardtii is used as a molecular model and host organism for algal manipulation studies36, Chlamydomonas incerta is reported in pollutant removal37 and Chlamydomonas peterfii is used in chemical and radiation toxicity testing38. Fasciculochloris boldii and Ourococcus multisporus also have biofuel potential39,40. Coelastrum sp. and Asterarcys quadricellulare have nutrition and pharmaceutical potential41,42. Parachlorella beijerinckii is currently employed in the cosmetics industry43. Chlorella spp. and Scenedesmus spp. has high removal rates for nitrates, ammonia, nitrites and phosphates44. Due to the presence of poly unsatuarated fatty acids, Ankitrodesmus, Chlorella, Chlamydomonas and Scenedesmus spp are known to have cardioprotective value45. A large group of our microalgal genera have no prior biotechnological studies on them, such as Desmodesmus sp., Ascochloris sp., Chloromonas sp., Dictyosphaerium sp., Eudorina sp. and Mychonastes sp. Future knowledge of this untapped potential could pave way for further scientific research.

Microalgae are unique to ecological sites of isolation. While our isolates were from fresh water; a past study on algae from bark in this city reported green algae Dictyochloropsis spp. and Pseudomarvania aerophytica among others which were not found in our aquatic sources46. Scenedesmus obliquus was the most common (27.5%) among our isolates. It was interesting to observe that studies on algal diversity in various countries showed different predominant genera. For example, studies from India showed Oscillatoria sp. and Lynbygia sp47; studies from South Africa showed Chlorella sp., Neochloris sp. and Chlamydomonas sp48; those from America showed Chlorella sp. and Chlorococcum sp.49 and studies from the Baltic showed Synechococcus and Synechocystis as most common50.

The presence of a wide variety of carbon-capturing photosynthetic microorganisms in the aqueous habitats interspersed through the high-rise city adds to the natural bio-diversity. Our study is important as it shares the most common microalgal genera present in inland fresh waters. Some of them are known to be of established commercial importance, while others are yet to be explored. We contribute additional knowledge of new microalgal genera and species. With the advent of algae occupying an important place in the pipeline of next generation fuels, foods and nutraceuticals, this study opens avenues for research in the biotechnology sector.

Acknowledgements

We wish to thank Khoo Lay Pheck, Neo Peh See and Jona Tan from Ngee Ann Polytechnic for their technical support to students during the project. We wish to thank Professor Denny Meyer, Swinburne University of Technology (FHAD) for her advice on the analysis.

Author contributions

C.L., N.M.A., E.Y.W.Z.: collection, culture, maintenance of algae and extraction. N.J.Y., H.K.H., L.K.L., S.W.X., S.L.M., S.F.M.Y., V.G.V., C.T.R., M.H.M., N.J.J.Q., N.S.B.N., P.M.: collection, culture, molecular work, documentation C.L.: also guided and supervised students, analysed data and wrote the whole manuscript; N.J.Y.: also guided and supervised students. All authors reviewed the manuscript.

Funding

Singapore TOTE board: Project T0908.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Mobin S, Chowdhury H, Alam F. Commercially important bioproducts from microalgae and their current applications—a review. Energy Procedia. 2002;60:752–760. [Google Scholar]
  • 2.Tragin M, Vaulot D. Green microalgae in marine coastal waters: The Ocean Sampling Day (OSD) dataset. Sci. Rep. 2018 doi: 10.1038/s41598-018-32338-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Phang SM, et al. Marine algae of the South China Sea bordered by Indonesia, Malaysia, Philippines, Singapore Thailand and Vietnam. Raffles B Zool. 2016;34:13–59. [Google Scholar]
  • 4.Pham, M. N., Tan, H. T. W., Mitrovic, S., & Yeo, H. H. T. A checklist of the algae of Singapore. In Raffles Museum of Biodiversity Research, 2nd edn (2011).
  • 5.Omar WMW. Perspectives on the use of algae as biological indicators for monitoring and protecting aquatic environments, with special reference to Malaysian freshwater ecosystems. Trop. Life Sci. Res. 2010;21:51–67. [PMC free article] [PubMed] [Google Scholar]
  • 6.Emporis GMBH. https://www.emporis.com/city/100422/singapore-singapore (2020).
  • 7.Waterways and Waterbodies. https://www.mewr.gov.sg/ssb/our-targets/green-blue-spaces/waterways-and-waterbodies (2020).
  • 8.Darienko, T., Gustavs, L., Eggert, A., Wolf, W., Proschold, T. Evaluating the species boundaries of green microalgae (Coccomyxa, Trebouxiophyceae, Chlorophyta) using integrative taxonomy and DNA barcoding with further implications for the species identification in environmental samples. PLoS ONE. 10; e0127838. 10.1371/journal.pone.0127838 (2015). [DOI] [PMC free article] [PubMed]
  • 9.Radha S, Fathima A, Iyappan S, Mohandas R. Direct colony PCR for rapid identification of varied microalgae from freshwater environment. J. Appl. Phycol. 2013 doi: 10.1007/s10811-012-9895-0. [DOI] [Google Scholar]
  • 10.Domozych D, et al. The cell walls of green algae: a journey through evolution and diversity. Front. Plant. Sci. 2012 doi: 10.3389/fpls.2012.00082. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Te S, Gin K. The dynamics of cyanobacteria and microcystin production in a tropical reservoir of Singapore. Harmful Algae. 2011;10(3):319–329. doi: 10.1016/j.hal.2010.11.006. [DOI] [Google Scholar]
  • 12.Hirano K, Hara T, Ardianor A, et al. Detection of the oil-producing microalga Botryococcus braunii in natural freshwater environments by targeting the hydrocarbon biosynthesis gene SSL-3. Sci. Rep. 2019 doi: 10.1038/s41598-019-53619-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Newman SM, et al. Transformation of chloroplast ribosomal RNA genes in Chlamydomonas: molecular and genetic characterization of integration events. Genetics. 1990;126:875–888. doi: 10.1093/genetics/126.4.875. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Martin-Laurent F, Philippot L, Hallet S, et al. DNA extraction from soils: Old bias for new microbial diversity analysis methods. Appl. Environ. Microbiol. 2001;67:2354–2359. doi: 10.1128/AEM.67.5.2354-2359.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Eland L, Davenport R, Mota CR. Evaluation of DNA extraction methods for freshwater eukaryotic microalgae. Water Res. 2012;46:5355–5364. doi: 10.1016/j.watres.2012.07.023. [DOI] [PubMed] [Google Scholar]
  • 16.Simonelli P, et al. Evaluation of DNA extraction and handling procedures for PCR-based copepod feeding studies. J. Plankton Res. 2009;31:1465–1474. doi: 10.1093/plankt/fbp087. [DOI] [Google Scholar]
  • 17.Frazão B, Silva A. Molecular tools for phytoplankton monitoring samples. BioRxiv. 2018 doi: 10.1101/339655. [DOI] [Google Scholar]
  • 18.Fei C, et al. A quick method for obtaining high-quality DNA barcodes without DNA extraction in microalgae. J. Appl. Phycol. 2020 doi: 10.1007/s10811-019-01926-2. [DOI] [Google Scholar]
  • 19.Sonnenberg R, Nolte AW, Tautz D. An evaluation of LSU rDNA D1–D2 sequences for their use in species identification. Front. Zool. 2007 doi: 10.1186/1742-9994-4-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Beals, L., Gross, M., & Harrell, S. Diversity indices. http://www.tiem.utk.edu/~gross/bioed/bealsmodules/shannonDI.html (2000).
  • 21.Khan MI, Jin HS, Jong DK. The promising future of microalgae: current status, challenges, and optimization of a sustainable and renewable industry for biofuels, feed, and other products. Microb. Cell Fact. 2018 doi: 10.1186/s12934-018-0879-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Ji MK, et al. Removal of nitrogen and phosphorus from piggery wastewater effluent using the green microalga Scenedesmus obliquus. J. Environ. Eng. 2020 doi: 10.1061/(ASCE)EE.1943-7870.0000726. [DOI] [Google Scholar]
  • 23.Patnaik R, Singh N, Bagchi S, Rao PS, Mallick N. Utilization of Scenedesmus obliquus protein as a replacement of the commercially available fish meal under an algal refinery approach. Front. Microbiol. 2019 doi: 10.3389/fmicb.2019.02114. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Mata T, et al. Potential of microalgae Scendesmus obliquus grown in brewery wastewater for biodiesel production. Chem. Eng. Trans. 2013;32:901–906. [Google Scholar]
  • 25.Afify AEMMR, ElBaroty GS, ElBaz FK, AbdElBaky HH, Murad SA. Scenedesmus obliquus: antioxidant and antiviral activity of proteins hydrolyzed by three enzymes. J. Gen. Eng. Biotech. 2018;16:399–408. doi: 10.1016/j.jgeb.2018.01.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Kent M, Welladsen HM, Mangott A, Lee Y. Nutritional evaluation of Australian microalgae as potential human health supplements. PLoS ONE. 2015 doi: 10.1371/journal.pone.0118985. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Unpaprom Y, Tipnee S, Ramaraj R. Biodiesel from green alga Scenedesmus acuminatus. Int. J. Sustain. Green Energy. 2015;4:1–6. doi: 10.18488/journal.13/2015.4.1/13.1.1.7. [DOI] [Google Scholar]
  • 28.De Alva SM, Luna-Pabello V, Cadena E, Ortíz E. Green microalga Scenedesmus acutus grown on municipal wastewater to couple nutrient removal with lipid accumulation for biodiesel production. Bioresour. Technol. 2013;146:744–748. doi: 10.1016/j.biortech.2013.07.061. [DOI] [PubMed] [Google Scholar]
  • 29.Patil L, Kaliwal BB. Microalga Scenedesmus bajacalifornicus BBKLP-07, a new source of bioactive compounds with in vitro pharmacological applications. Bioprocess. Biosyst. Eng. 2019;42:1–16. doi: 10.1007/s00449-019-02099-5. [DOI] [PubMed] [Google Scholar]
  • 30.Henard C, Guarnieri M, Knoshaug E. The Chlorella vulgaris S-nitrosoproteome under nitrogen-replete and -deplete conditions. Front. Bioeng. Biotechnol. 2017 doi: 10.3389/fbioe.2016.00100. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Chai S, et al. Characterization of Chlorella sorokiniana growth properties in monosaccharide-supplemented batch culture. PLoS ONE. 2018 doi: 10.1371/journal.pone.0199873. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Ishiguro S, et al. Cell wall membrane fraction of Chlorella sorokiniana enhances host antitumor immunity and inhibits colon carcinoma growth in mice. Integr. Cancer Ther. 2020 doi: 10.1177/1534735419900555. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Barone RSC, Sonoda DY, Lorenz EK, Cyrino JEP. Digestibility and pricing of Chlorella sorokiniana meal for use in tilapia feeds. Sci. Agric. 2018 doi: 10.1590/1678-992x-2016-0457. [DOI] [Google Scholar]
  • 34.Guo M, et al. Effects of neutrophils peptide-1 transgenic Chlorella ellipsoidea on the gut microbiota of male Sprague-Dawley rats, as revealed by high-throughput 16S rRNA sequencing. World J. Microbiol. Biotechnol. 2016 doi: 10.1007/s11274-015-1994-z. [DOI] [PubMed] [Google Scholar]
  • 35.El-Dalatony M, et al. Cultivation of a new microalga, Micractinium reisseri, in municipal wastewater for nutrient removal, biomass, lipid, and fatty acid production. Biotechnol. Bioproc. E. 2014;19:510–518. doi: 10.1007/s12257-013-0485-z. [DOI] [Google Scholar]
  • 36.Scaife M, et al. Establishing Chlamydomonas reinhardtii as an industrial biotechnology host. Plant J. 2015;82:532–546. doi: 10.1111/tpj.12781. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Kamyab H, et al. Efficiency of microalgae Chlamydomonas on the removal of pollutants from palm oil mill effluent (POME) Energy Procedia. 2015;75:2400–2408. doi: 10.1016/j.egypro.2015.07.190. [DOI] [Google Scholar]
  • 38.Ciorba D, Truta AAC. Cytotoxic exposure of green algas Chlamydomonas peterfii Gerloff in radon aerosols. J. Phys. Rom. 2013 doi: 10.1016/j.biortech.2013.07.061. [DOI] [Google Scholar]
  • 39.Santhakumaran P, Kookal S, Mathew L, Ray JG. Bioprospecting of three rapid-growing freshwater green algae, promising biomass for biodiesel production. BioEnergy Res. 2019;12:680–693. doi: 10.1007/s12155-019-09990-9. [DOI] [Google Scholar]
  • 40.Rauytanapanit M, Janchot K, Kusolkumbot P, Sirisattha S, Waditee-Sirisattha R, Praneenararat T. Nutrient deprivation-associated changes in green microalga Coelastrum sp. TISTR 9501RE enhanced potent antioxidant carotenoids. Mar. Drugs. 2019 doi: 10.3390/md17060328. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Kumar MS, et al. Influence of CO2 and light spectra on the enhancement of microalgal growth and lipid content. J. Renew. Sustain. Energ. 2014 doi: 10.1063/1.4901541. [DOI] [Google Scholar]
  • 42.Singh DP, Khattar JS, Rajput A, Chaudhary R, Singh R. High production of carotenoids by the green microalga Asterarcys quadricellulare PUMCC 5.1.1 under optimized culture conditions. PLoS ONE. 2019;14(e0221930):2019. doi: 10.1371/journal.pone.0221930. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Mourelle M, Gómez C, Legido J. The potential use of marine microalgae and cyanobacteria in cosmetics and thalassotherapy. Cosmetics. 2017 doi: 10.3390/cosmetics4040046. [DOI] [Google Scholar]
  • 44.Singh G, Thomas P. Nutrient removal from membrane bioreactor permeate using microalgae and in a microalgae membrane photoreactor. Bioresour. Technol. 2012;117:80–85. doi: 10.1016/j.biortech.2012.03.125. [DOI] [PubMed] [Google Scholar]
  • 45.Sathasivam R, Radhakrishnan R, Hashem A, AbdAllah EF. Microalgae metabolites: a rich source for food and medicine. Saudi J. Biol. Sci. 2019;26:709–722. doi: 10.1016/j.sjbs.2017.11.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Neustupa J, Škaloud P. Diversity of subaerial algae and cyanobacteria growing on bark and wood in the lowland tropical forests of Singapore. Plant. Ecol. Evol. 2010;143:51–62. doi: 10.5091/plecevo.2010.417. [DOI] [Google Scholar]
  • 47.Prakash J, Antonisamy J, Jeeva S. Antimicrobial activity of certain fresh water microalgae from Thamirabarani River, Tamil Nadu, South India. Asian Pac. J. Trop. Biomed. 2011;1:S170–S173. doi: 10.1016/s2221-1691(11)60149-4. [DOI] [Google Scholar]
  • 48.Gumbi S, Majeke B, Olaniran A, Mutanda T. Isolation, identification and high-throughput screening of neutral lipid producing indigenous microalgae from South African aquatic habitats. Appl. Biochem. Biotech. 2016;182:382–399. doi: 10.1007/s12010-016-2333-z. [DOI] [PubMed] [Google Scholar]
  • 49.Lee K, Eisterhold ML, Rindi F, Palanisami S, Nam P. Isolation and screening of microalgae from natural habitats in the midwestern United States of America for biomass and biodiesel sources. J. Nat. Sci. Biol. Med. 2014 doi: 10.4103/0976-9668.136178. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Lewandowska A, Śliwińska-Wilczewska S, Woźniczka D. Identification of cyanobacteria and microalgae in aerosols of various sizes in the air over the Southern Baltic Sea. Mar. Pollut. Bull. 2017;125:30–38. doi: 10.1016/j.marpolbul.2017.07.064. [DOI] [PubMed] [Google Scholar]

Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES