Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach

The biosynthesis of calcium carbonate (CaCO3) minerals through a metabolic process known as microbially induced calcium carbonate precipitation (MICP) between diverse microorganisms, and organic/inorganic compounds within their immediate microenvironment, gives rise to a cementitious biomaterial tha...

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Main Authors: Chin, Zheng Wei, Arumugam, Kavithraashree, Ashari, Siti Efliza, Faizal Wong, Fadzlie Wong, Tan, Joo Shun, Ariff, Arbakariya, Mohamed, Mohd Shamzi
Format: Article
Language:English
Published: Multidisciplinary Digital Publishing Institute 2020
Online Access:http://psasir.upm.edu.my/id/eprint/88806/1/PLAC.pdf
http://psasir.upm.edu.my/id/eprint/88806/
https://www.mdpi.com/1420-3049/25/15/3416
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Institution: Universiti Putra Malaysia
Language: English
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spelling my.upm.eprints.888062021-10-06T03:11:26Z http://psasir.upm.edu.my/id/eprint/88806/ Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach Chin, Zheng Wei Arumugam, Kavithraashree Ashari, Siti Efliza Faizal Wong, Fadzlie Wong Tan, Joo Shun Ariff, Arbakariya Mohamed, Mohd Shamzi The biosynthesis of calcium carbonate (CaCO3) minerals through a metabolic process known as microbially induced calcium carbonate precipitation (MICP) between diverse microorganisms, and organic/inorganic compounds within their immediate microenvironment, gives rise to a cementitious biomaterial that may emerge as a promissory alternative to conventional cement. Among photosynthetic microalgae, Chlorella vulgaris has been identified as one of the species capable of undergoing such activity in nature. In this study, response surface technique was employed to ascertain the optimum condition for the enhancement of biomass and CaCO3 precipitation of C. vulgaris when cultured in Blue-Green (BG)-11 aquaculture medium. Preliminary screening via Plackett–Burman Design showed that sodium nitrate (NaNO3), sodium acetate, and urea have a significant effect on both target responses (p < 0.05). Further refinement was conducted using Box–Behnken Design based on these three factors. The highest production of 1.517 g/L C. vulgaris biomass and 1.143 g/L of CaCO3 precipitates was achieved with a final recipe comprising of 8.74 mM of NaNO3, 61.40 mM of sodium acetate and 0.143 g/L of urea, respectively. Moreover, polymorphism analyses on the collected minerals through morphological examination via scanning electron microscopy and crystallographic elucidation by X-ray diffraction indicated to predominantly calcite crystalline structure. Multidisciplinary Digital Publishing Institute 2020 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/88806/1/PLAC.pdf Chin, Zheng Wei and Arumugam, Kavithraashree and Ashari, Siti Efliza and Faizal Wong, Fadzlie Wong and Tan, Joo Shun and Ariff, Arbakariya and Mohamed, Mohd Shamzi (2020) Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach. Molecules, 25 (15). pp. 1-19. ISSN 1420-3049 https://www.mdpi.com/1420-3049/25/15/3416 10.3390/molecules25153416
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description The biosynthesis of calcium carbonate (CaCO3) minerals through a metabolic process known as microbially induced calcium carbonate precipitation (MICP) between diverse microorganisms, and organic/inorganic compounds within their immediate microenvironment, gives rise to a cementitious biomaterial that may emerge as a promissory alternative to conventional cement. Among photosynthetic microalgae, Chlorella vulgaris has been identified as one of the species capable of undergoing such activity in nature. In this study, response surface technique was employed to ascertain the optimum condition for the enhancement of biomass and CaCO3 precipitation of C. vulgaris when cultured in Blue-Green (BG)-11 aquaculture medium. Preliminary screening via Plackett–Burman Design showed that sodium nitrate (NaNO3), sodium acetate, and urea have a significant effect on both target responses (p < 0.05). Further refinement was conducted using Box–Behnken Design based on these three factors. The highest production of 1.517 g/L C. vulgaris biomass and 1.143 g/L of CaCO3 precipitates was achieved with a final recipe comprising of 8.74 mM of NaNO3, 61.40 mM of sodium acetate and 0.143 g/L of urea, respectively. Moreover, polymorphism analyses on the collected minerals through morphological examination via scanning electron microscopy and crystallographic elucidation by X-ray diffraction indicated to predominantly calcite crystalline structure.
format Article
author Chin, Zheng Wei
Arumugam, Kavithraashree
Ashari, Siti Efliza
Faizal Wong, Fadzlie Wong
Tan, Joo Shun
Ariff, Arbakariya
Mohamed, Mohd Shamzi
spellingShingle Chin, Zheng Wei
Arumugam, Kavithraashree
Ashari, Siti Efliza
Faizal Wong, Fadzlie Wong
Tan, Joo Shun
Ariff, Arbakariya
Mohamed, Mohd Shamzi
Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach
author_facet Chin, Zheng Wei
Arumugam, Kavithraashree
Ashari, Siti Efliza
Faizal Wong, Fadzlie Wong
Tan, Joo Shun
Ariff, Arbakariya
Mohamed, Mohd Shamzi
author_sort Chin, Zheng Wei
title Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach
title_short Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach
title_full Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach
title_fullStr Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach
title_full_unstemmed Enhancement of biomass and calcium carbonate biomineralization of Chlorella vulgaris through Plackett–Burman screening and Box–Behnken optimization approach
title_sort enhancement of biomass and calcium carbonate biomineralization of chlorella vulgaris through plackett–burman screening and box–behnken optimization approach
publisher Multidisciplinary Digital Publishing Institute
publishDate 2020
url http://psasir.upm.edu.my/id/eprint/88806/1/PLAC.pdf
http://psasir.upm.edu.my/id/eprint/88806/
https://www.mdpi.com/1420-3049/25/15/3416
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