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Statistical optimization of lipid production by the diatom Gyrosigma sp. grown in industrial wastewater
The marine diatom Gyrosigma sp. was cultured in a medium comprised of inorganic nutrients dissolved in palm oil mill effluent (POME) wastewater. The production of lipids in the biomass was optimized using a statistical design of experiments in combination with the response surface method. The experi...
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Published in: | Journal of applied phycology 2020-02, Vol.32 (1), p.375-387 |
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creator | Govindan, Natanamurugaraj Maniam, Gaanty Pragas Yusoff, Mashitah M. Ab. Rahim, Mohd Hasbi Chatsungnoen, Tawan Ramaraj, Rameshprabu Chisti, Yusuf |
description | The marine diatom
Gyrosigma
sp. was cultured in a medium comprised of inorganic nutrients dissolved in palm oil mill effluent (POME) wastewater. The production of lipids in the biomass was optimized using a statistical design of experiments in combination with the response surface method. The experimental factors were incident light level and initial concentrations of nitrate, phosphate, and silicate in the medium in batch culture. At 25 ± 2 °C, the maximum lipid content in the biomass harvested at the end of a 12-day batch culture was 70.7 ± 6.0% by dry weight for the following values of the experimental factors: an incident light level of 131 μmol photons m
−2
s
−1
, a nitrate concentration of 1.8 mg L
−1
(29.0 μM), a phosphate concentration of 6.8 mg L
−1
(71.6 μM), and a silicate concentration of 10.1 mg L
−1
(132.7 μM). Under the optimized conditions, the maximum dry mass concentration of the diatom was 560 mg L
−1
on day 8 of a batch culture, declining to ~409 mg L
−1
on day 12. For the 12-day batch operation, the final average productivities of the biomass and the lipids were 34.1 ± 5.5 mg L
−1
day
−1
and 24.1 ± 0.2 mg L
−1
day
−1
, respectively. The fatty acids in the algal lipids were found to be as follows (%, w/w of total lipids): palmitic acid (48.6%), eicosapentaenoic acid (10.6%), myristic acid (8.1%), stearic acid (8.0%), linoleic acid (7.5%), oleic acid (6.4%), and linolenic acid (5.8%). The response surface model predicted the lipid content in the biomass with a high degree of confidence. |
doi_str_mv | 10.1007/s10811-019-01971-x |
format | article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2381955199</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2381955199</sourcerecordid><originalsourceid>FETCH-LOGICAL-c319t-2cf30a3ec67b5fcf57f18971da402a9d6d46448ab9ac9936af11741f48c49b2b3</originalsourceid><addsrcrecordid>eNp9UE1LAzEQDaJgrf4BTwHPWzOb_cpRilah4EE9h2w2WVO6mzVJaeuvN9sVvAkzDLyZ92bmIXQLZAGElPceSAWQEGBjlpAcztAM8pImOZTFOZoRlkJSxc4luvJ-QwhhFVQz1L4FEYwPRoottkMwnfmOgO2x1XhrBtPgwdlmJ09YfcThU-HGiGA7vDo6603bCeyHBW6d3ffYjNHsfHAmCu6FD2ovgnLX6EKLrVc3v3WOPp4e35fPyfp19bJ8WCeSAgtJKjUlgipZlHWupc5LDePVjchIKlhTNFmRZZWomZCM0UJogDIDnVUyY3Va0zm6m3Tj1V875QPf2J3r40qe0gpYnkPkzVE6Tcn4gXdK88GZTrgjB8JHQ_lkKI9m8pOh_BBJdCL5ONy3yv1J_8P6AXNQe4A</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2381955199</pqid></control><display><type>article</type><title>Statistical optimization of lipid production by the diatom Gyrosigma sp. grown in industrial wastewater</title><source>Springer Nature</source><creator>Govindan, Natanamurugaraj ; Maniam, Gaanty Pragas ; Yusoff, Mashitah M. ; Ab. Rahim, Mohd Hasbi ; Chatsungnoen, Tawan ; Ramaraj, Rameshprabu ; Chisti, Yusuf</creator><creatorcontrib>Govindan, Natanamurugaraj ; Maniam, Gaanty Pragas ; Yusoff, Mashitah M. ; Ab. Rahim, Mohd Hasbi ; Chatsungnoen, Tawan ; Ramaraj, Rameshprabu ; Chisti, Yusuf</creatorcontrib><description>The marine diatom
Gyrosigma
sp. was cultured in a medium comprised of inorganic nutrients dissolved in palm oil mill effluent (POME) wastewater. The production of lipids in the biomass was optimized using a statistical design of experiments in combination with the response surface method. The experimental factors were incident light level and initial concentrations of nitrate, phosphate, and silicate in the medium in batch culture. At 25 ± 2 °C, the maximum lipid content in the biomass harvested at the end of a 12-day batch culture was 70.7 ± 6.0% by dry weight for the following values of the experimental factors: an incident light level of 131 μmol photons m
−2
s
−1
, a nitrate concentration of 1.8 mg L
−1
(29.0 μM), a phosphate concentration of 6.8 mg L
−1
(71.6 μM), and a silicate concentration of 10.1 mg L
−1
(132.7 μM). Under the optimized conditions, the maximum dry mass concentration of the diatom was 560 mg L
−1
on day 8 of a batch culture, declining to ~409 mg L
−1
on day 12. For the 12-day batch operation, the final average productivities of the biomass and the lipids were 34.1 ± 5.5 mg L
−1
day
−1
and 24.1 ± 0.2 mg L
−1
day
−1
, respectively. The fatty acids in the algal lipids were found to be as follows (%, w/w of total lipids): palmitic acid (48.6%), eicosapentaenoic acid (10.6%), myristic acid (8.1%), stearic acid (8.0%), linoleic acid (7.5%), oleic acid (6.4%), and linolenic acid (5.8%). The response surface model predicted the lipid content in the biomass with a high degree of confidence.</description><identifier>ISSN: 0921-8971</identifier><identifier>EISSN: 1573-5176</identifier><identifier>DOI: 10.1007/s10811-019-01971-x</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Algae ; Batch culture ; Biomass ; Biomedical and Life Sciences ; Confidence ; Design of experiments ; Design optimization ; Diatoms ; Dry weight ; Ecology ; Eicosapentaenoic acid ; Fatty acids ; Freshwater & Marine Ecology ; Gyrosigma ; Incident light ; Industrial wastes ; Industrial wastewater ; Life Sciences ; Light effects ; Light levels ; Linoleic acid ; Linolenic acid ; Lipids ; Nutrients ; Oils & fats ; Oleic acid ; Palm oil ; Palmitic acid ; Phosphates ; Photons ; Plant Physiology ; Plant Sciences ; Response surface methodology ; Silicates ; Statistics ; Stearic acid ; Wastewater</subject><ispartof>Journal of applied phycology, 2020-02, Vol.32 (1), p.375-387</ispartof><rights>Springer Nature B.V. 2019</rights><rights>Journal of Applied Phycology is a copyright of Springer, (2019). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-2cf30a3ec67b5fcf57f18971da402a9d6d46448ab9ac9936af11741f48c49b2b3</citedby><cites>FETCH-LOGICAL-c319t-2cf30a3ec67b5fcf57f18971da402a9d6d46448ab9ac9936af11741f48c49b2b3</cites><orcidid>0000-0002-0826-7012</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Govindan, Natanamurugaraj</creatorcontrib><creatorcontrib>Maniam, Gaanty Pragas</creatorcontrib><creatorcontrib>Yusoff, Mashitah M.</creatorcontrib><creatorcontrib>Ab. Rahim, Mohd Hasbi</creatorcontrib><creatorcontrib>Chatsungnoen, Tawan</creatorcontrib><creatorcontrib>Ramaraj, Rameshprabu</creatorcontrib><creatorcontrib>Chisti, Yusuf</creatorcontrib><title>Statistical optimization of lipid production by the diatom Gyrosigma sp. grown in industrial wastewater</title><title>Journal of applied phycology</title><addtitle>J Appl Phycol</addtitle><description>The marine diatom
Gyrosigma
sp. was cultured in a medium comprised of inorganic nutrients dissolved in palm oil mill effluent (POME) wastewater. The production of lipids in the biomass was optimized using a statistical design of experiments in combination with the response surface method. The experimental factors were incident light level and initial concentrations of nitrate, phosphate, and silicate in the medium in batch culture. At 25 ± 2 °C, the maximum lipid content in the biomass harvested at the end of a 12-day batch culture was 70.7 ± 6.0% by dry weight for the following values of the experimental factors: an incident light level of 131 μmol photons m
−2
s
−1
, a nitrate concentration of 1.8 mg L
−1
(29.0 μM), a phosphate concentration of 6.8 mg L
−1
(71.6 μM), and a silicate concentration of 10.1 mg L
−1
(132.7 μM). Under the optimized conditions, the maximum dry mass concentration of the diatom was 560 mg L
−1
on day 8 of a batch culture, declining to ~409 mg L
−1
on day 12. For the 12-day batch operation, the final average productivities of the biomass and the lipids were 34.1 ± 5.5 mg L
−1
day
−1
and 24.1 ± 0.2 mg L
−1
day
−1
, respectively. The fatty acids in the algal lipids were found to be as follows (%, w/w of total lipids): palmitic acid (48.6%), eicosapentaenoic acid (10.6%), myristic acid (8.1%), stearic acid (8.0%), linoleic acid (7.5%), oleic acid (6.4%), and linolenic acid (5.8%). The response surface model predicted the lipid content in the biomass with a high degree of confidence.</description><subject>Algae</subject><subject>Batch culture</subject><subject>Biomass</subject><subject>Biomedical and Life Sciences</subject><subject>Confidence</subject><subject>Design of experiments</subject><subject>Design optimization</subject><subject>Diatoms</subject><subject>Dry weight</subject><subject>Ecology</subject><subject>Eicosapentaenoic acid</subject><subject>Fatty acids</subject><subject>Freshwater & Marine Ecology</subject><subject>Gyrosigma</subject><subject>Incident light</subject><subject>Industrial wastes</subject><subject>Industrial wastewater</subject><subject>Life Sciences</subject><subject>Light effects</subject><subject>Light levels</subject><subject>Linoleic acid</subject><subject>Linolenic acid</subject><subject>Lipids</subject><subject>Nutrients</subject><subject>Oils & fats</subject><subject>Oleic acid</subject><subject>Palm oil</subject><subject>Palmitic acid</subject><subject>Phosphates</subject><subject>Photons</subject><subject>Plant Physiology</subject><subject>Plant Sciences</subject><subject>Response surface methodology</subject><subject>Silicates</subject><subject>Statistics</subject><subject>Stearic acid</subject><subject>Wastewater</subject><issn>0921-8971</issn><issn>1573-5176</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9UE1LAzEQDaJgrf4BTwHPWzOb_cpRilah4EE9h2w2WVO6mzVJaeuvN9sVvAkzDLyZ92bmIXQLZAGElPceSAWQEGBjlpAcztAM8pImOZTFOZoRlkJSxc4luvJ-QwhhFVQz1L4FEYwPRoottkMwnfmOgO2x1XhrBtPgwdlmJ09YfcThU-HGiGA7vDo6603bCeyHBW6d3ffYjNHsfHAmCu6FD2ovgnLX6EKLrVc3v3WOPp4e35fPyfp19bJ8WCeSAgtJKjUlgipZlHWupc5LDePVjchIKlhTNFmRZZWomZCM0UJogDIDnVUyY3Va0zm6m3Tj1V875QPf2J3r40qe0gpYnkPkzVE6Tcn4gXdK88GZTrgjB8JHQ_lkKI9m8pOh_BBJdCL5ONy3yv1J_8P6AXNQe4A</recordid><startdate>20200201</startdate><enddate>20200201</enddate><creator>Govindan, Natanamurugaraj</creator><creator>Maniam, Gaanty Pragas</creator><creator>Yusoff, Mashitah M.</creator><creator>Ab. Rahim, Mohd Hasbi</creator><creator>Chatsungnoen, Tawan</creator><creator>Ramaraj, Rameshprabu</creator><creator>Chisti, Yusuf</creator><general>Springer Netherlands</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TN</scope><scope>7X2</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>H95</scope><scope>HCIFZ</scope><scope>L.G</scope><scope>LK8</scope><scope>M0K</scope><scope>M7N</scope><scope>M7P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><orcidid>https://orcid.org/0000-0002-0826-7012</orcidid></search><sort><creationdate>20200201</creationdate><title>Statistical optimization of lipid production by the diatom Gyrosigma sp. grown in industrial wastewater</title><author>Govindan, Natanamurugaraj ; Maniam, Gaanty Pragas ; Yusoff, Mashitah M. ; Ab. Rahim, Mohd Hasbi ; Chatsungnoen, Tawan ; Ramaraj, Rameshprabu ; Chisti, Yusuf</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-2cf30a3ec67b5fcf57f18971da402a9d6d46448ab9ac9936af11741f48c49b2b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Algae</topic><topic>Batch culture</topic><topic>Biomass</topic><topic>Biomedical and Life Sciences</topic><topic>Confidence</topic><topic>Design of experiments</topic><topic>Design optimization</topic><topic>Diatoms</topic><topic>Dry weight</topic><topic>Ecology</topic><topic>Eicosapentaenoic acid</topic><topic>Fatty acids</topic><topic>Freshwater & Marine Ecology</topic><topic>Gyrosigma</topic><topic>Incident light</topic><topic>Industrial wastes</topic><topic>Industrial wastewater</topic><topic>Life Sciences</topic><topic>Light effects</topic><topic>Light levels</topic><topic>Linoleic acid</topic><topic>Linolenic acid</topic><topic>Lipids</topic><topic>Nutrients</topic><topic>Oils & fats</topic><topic>Oleic acid</topic><topic>Palm oil</topic><topic>Palmitic acid</topic><topic>Phosphates</topic><topic>Photons</topic><topic>Plant Physiology</topic><topic>Plant Sciences</topic><topic>Response surface methodology</topic><topic>Silicates</topic><topic>Statistics</topic><topic>Stearic acid</topic><topic>Wastewater</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Govindan, Natanamurugaraj</creatorcontrib><creatorcontrib>Maniam, Gaanty Pragas</creatorcontrib><creatorcontrib>Yusoff, Mashitah M.</creatorcontrib><creatorcontrib>Ab. Rahim, Mohd Hasbi</creatorcontrib><creatorcontrib>Chatsungnoen, Tawan</creatorcontrib><creatorcontrib>Ramaraj, Rameshprabu</creatorcontrib><creatorcontrib>Chisti, Yusuf</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Oceanic Abstracts</collection><collection>Agricultural Science Collection</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources</collection><collection>SciTech Premium Collection</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Biological Sciences</collection><collection>Agriculture Science Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><jtitle>Journal of applied phycology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Govindan, Natanamurugaraj</au><au>Maniam, Gaanty Pragas</au><au>Yusoff, Mashitah M.</au><au>Ab. Rahim, Mohd Hasbi</au><au>Chatsungnoen, Tawan</au><au>Ramaraj, Rameshprabu</au><au>Chisti, Yusuf</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Statistical optimization of lipid production by the diatom Gyrosigma sp. grown in industrial wastewater</atitle><jtitle>Journal of applied phycology</jtitle><stitle>J Appl Phycol</stitle><date>2020-02-01</date><risdate>2020</risdate><volume>32</volume><issue>1</issue><spage>375</spage><epage>387</epage><pages>375-387</pages><issn>0921-8971</issn><eissn>1573-5176</eissn><abstract>The marine diatom
Gyrosigma
sp. was cultured in a medium comprised of inorganic nutrients dissolved in palm oil mill effluent (POME) wastewater. The production of lipids in the biomass was optimized using a statistical design of experiments in combination with the response surface method. The experimental factors were incident light level and initial concentrations of nitrate, phosphate, and silicate in the medium in batch culture. At 25 ± 2 °C, the maximum lipid content in the biomass harvested at the end of a 12-day batch culture was 70.7 ± 6.0% by dry weight for the following values of the experimental factors: an incident light level of 131 μmol photons m
−2
s
−1
, a nitrate concentration of 1.8 mg L
−1
(29.0 μM), a phosphate concentration of 6.8 mg L
−1
(71.6 μM), and a silicate concentration of 10.1 mg L
−1
(132.7 μM). Under the optimized conditions, the maximum dry mass concentration of the diatom was 560 mg L
−1
on day 8 of a batch culture, declining to ~409 mg L
−1
on day 12. For the 12-day batch operation, the final average productivities of the biomass and the lipids were 34.1 ± 5.5 mg L
−1
day
−1
and 24.1 ± 0.2 mg L
−1
day
−1
, respectively. The fatty acids in the algal lipids were found to be as follows (%, w/w of total lipids): palmitic acid (48.6%), eicosapentaenoic acid (10.6%), myristic acid (8.1%), stearic acid (8.0%), linoleic acid (7.5%), oleic acid (6.4%), and linolenic acid (5.8%). The response surface model predicted the lipid content in the biomass with a high degree of confidence.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><doi>10.1007/s10811-019-01971-x</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-0826-7012</orcidid></addata></record> |
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subjects | Algae Batch culture Biomass Biomedical and Life Sciences Confidence Design of experiments Design optimization Diatoms Dry weight Ecology Eicosapentaenoic acid Fatty acids Freshwater & Marine Ecology Gyrosigma Incident light Industrial wastes Industrial wastewater Life Sciences Light effects Light levels Linoleic acid Linolenic acid Lipids Nutrients Oils & fats Oleic acid Palm oil Palmitic acid Phosphates Photons Plant Physiology Plant Sciences Response surface methodology Silicates Statistics Stearic acid Wastewater |
title | Statistical optimization of lipid production by the diatom Gyrosigma sp. grown in industrial wastewater |
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