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Record W2987093751 · doi:10.7150/ijbs.35664

Effect of KNO<sub>3</sub> on Lipid Synthesis and CaCO<sub>3</sub> Accumulation in <i>Pleurochrysis dentata</i> Coccoliths with a Special Focus on Morphological Characters of Coccolithophores

2019· article· en· W2987093751 on OpenAlexafffund
Xuantong Chen, Ayyappa Kumar Sista Kameshwar, Chonlong Chio, Fan Lü, Wensheng Qin

Bibliographic record

VenueInternational Journal of Biological Sciences · 2019
Typearticle
Languageen
FieldEnergy
TopicAlgal biology and biofuel production
Canadian institutionsLakehead University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsCoccolithChemistryCarbohydrateAlgaeFourier transform infrared spectroscopyBotanyBiochemistryBiologyCarbonateChemical engineering

Abstract

fetched live from OpenAlex

Pleurochrysis genus algae are widely distributed in ocean waters.Pleurochrysis sp.algae are popularly known for its coccolithophores.Calcium carbonate (CaCO3) shells are major components of the coccolithophore, and they are key absorbers of carbondioxide.In this study, we have reported the effects of potassium nitrate (KNO3) concentration on calcium accumulation and total lipid, carbohydrate and protein contents of Pleurochrysis dentata.Results obtained from complexometric titration and scanning electron microscopy analysis showed higher rates of CaCO3 accumulation on Pleurochrysis dentata cell surface.We have also observed that overall cell size of Pleurochrysis dentata reached maximum when it was cultured at 0.75 mmol L -1 of KNO3.During 10 days of Pleurochrysis dentata culture total lipids and carbohydrate contents decreased, with slightly increased protein content.Results obtained from Fourier-Transform Infrared Spectroscopy (FTIR) also reported an increase in protein and decrease in lipids and carbohydrate contents, respectively.Similarly, Pleurochrysis dentata cultured at 1 mmol L -1 concentration of KNO3 exhibited the lowest carbohydrate (21.08%) and highest protein (32.87%) contents.Interestingly, Pleurochrysis dentata cultured without KNO3 exhibited 33.61% of total lipid content which reduced to a total lipid content of 13.67% when cultured at 1 mmol L -1 concentration of KNO3.Thus, culture medium containing higher than 1 mmol L -1 of KNO3 could inhibit the cell size of Pleurochrysis dentata and CaCO3 accumulation in shells but it could promote its cell growth.For the first time we have reported a relatively complete coccolith structure devoid of its protoplast.In this study, we have also described about the special planar structure of Pleurochrysis dentata CaCO3 shells present on its inner tube of the R unit and parallel to the outer tube of the V unit which we named it as "doornail structure".We believe that this doornail structure provides structural stability and support to the developing coccoliths in Pleurochrysis dentata.Also, we have discussed about the "double-disc" structure of coccoliths which are closely arranged and interlocked with each other.The double-disc structure ensures fixation of each coccolith and objecting its free horizontal movement and helps in attaining a complementary coccolith structure.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.275
Teacher spread0.256 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations15
Published2019
Admission routes2
Has abstractyes

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