Evidence map›Paper›PMID 38906848›Full record

ArticleJournal of industrial microbiology & biotechnology2024

Determining the accuracy and suitability of common analytical techniques for sophorolipid biosurfactants.

Benjamin Ingham, Rehana Sung, Phil Kay, Katherine Hollywood, Phavit Wongsirichot, Alistair Veitch, James Winterburn

Abstract readComparative StudyEvaluation Study
In one paragraph

Article in Journal of industrial microbiology & biotechnology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Benjamin InghamDepartment of Chemical Engineering, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.ORCID 0000-0002-2058-5531
Rehana SungManchester Institute of Biotechnology, Department of Chemistry, University of Manchester, Manchester M1 7DN, UK.ORCID 0009-0006-9010-8497
Phil KayJMP Statistical Discovery LLC, Wittington House, Henley Road, Medmenham, Marlow SL7 2EB, UK.ORCID 0009-0004-6009-048X
Katherine HollywoodManchester Institute of Biotechnology, Department of Chemistry, University of Manchester, Manchester M1 7DN, UK.ORCID 0000-0002-7028-047X
Phavit WongsirichotDepartment of Chemical Engineering, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.ORCID 0000-0001-7635-9392
Alistair VeitchHoliferm Ltd, Unit 15, Severnside Trading Estate, Textilose Road, Trafford Park, Stretford, Manchester M17 1WA, UK.
James WinterburnDepartment of Chemical Engineering, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.ORCID 0000-0002-6608-9883

Funding

Biotechnology and Biological Sciences Research Council DTP3 2020-2025
6 · The paper itself

Abstract

To determine the performance of a sophorolipid biosurfactant production process, it is important to have accurate and specific analytical techniques in place. Among the most popular are the anthrone assay, gravimetric quantification (hexane:ethyl acetate extraction), and high-performance liquid chromatography (HPLC). The choice of analytical tool varies depending on cost, availability, and ease of use; however, these techniques have never been compared directly against one another. In this work, 75 fermentation broths with varying product/substrate concentrations were comprehensively tested with the 3 techniques and compared. HPLC-ultraviolet detection (198 nm) was capable of quantifying C18:1 subterminal hydroxyl diacetylated lactonic sophorolipid down to a lower limit of 0.3 g/L with low variability (<3.21%). Gravimetric quantification of the broths following liquid:liquid extraction with hexane and ethyl acetate showed some linearity (R2 = .658) when compared to HPLC but could not quantify lower than 11.06 g/L, even when no sophorolipids were detected in the sample, highlighting the non-specificity of the method to co-extract non-sophorolipid components in the final gravimetric measure. The anthrone assay showed no linearity (R2 = .129) and was found to cross-react with media components (rapeseed oil, corn steep liquor, glucose), leading to consistent overestimation of sophorolipid concentration. The appearance of poor biomass separation during sample preparation with centrifugation was noted and resolved with a novel sample preparation method with pure ethanol. Extensive analysis and comparisons of the most common sophorolipid quantification techniques are explored and the limitations/advantages are highlighted. The findings provide a guide for scientists to make an informed decision on the suitable quantification tool that meets their needs, exploring all aspects of the analysis process from harvest, sample preparation, and analysis.

Indexed as

Surface-Active AgentsChromatography, High Pressure LiquidCulture MediaFermentationOleic AcidsCulture MediaOleic AcidssophorolipidSurface-Active AgentsBiosurfactantsGravimetricHigh-performance liquid chromatographyQuantificationSolvent extractionSophorolipid

Identifiers

PMID38906848
PMCPMC11223654

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.