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. 2023 Feb 17;18(2):e0281511. doi: 10.1371/journal.pone.0281511

Isotope sample preparation of diatoms for paleoenvironmental research

George E A Swann 1,*, Andrea M Snelling 1
Editor: Alessandro Incarbona2
PMCID: PMC9937473  PMID: 36800325

Abstract

Isotopes in diatoms are increasingly used in palaeoenvironmental studies in both lacustrine and marine settings, enabling the reconstruction of a range of variables including temperature, precipitation, salinity, glacial discharge, carbon dynamics and biogeochemical cycling. This protocol details an optimised methodology for extracting diatoms for isotope analysis from sediment samples, using a range of chemical and density separation techniques that minimise sample loss and avoids the need for expensive equipment. Whilst designed for the extraction of diatoms for oxygen, silicon and carbon isotope analysis, additional stages are outlined for the analysis of other isotopes that are of increasing interest to the palaeo community (e.g., boron and zinc). The protocol also includes procedures for assessing sample purity, to ensure that analysed samples produce robust palaeoenvironmental reconstruction. Overall, the method aims to improve the quality of palaeoenvironmental research derived from isotopes in diatoms by maximising sample purity and the efficiency of the extraction process.

Introduction

Isotopes in diatoms (e.g., δ13C, δ15N, δ18O, δ30Si) provide a key source of palaeoenvironmental information in marine and lacustrine environments where carbonates not readily preserved in the sedimentary environment [1, 2]. Whilst the emergence of isotopes in diatoms as a palaeoenvironmental proxy has occurred alongside the development of mass-spectrometry techniques for their analysis [310], projects are often hindered by difficulties in extracting sufficient diatoms for analysis without the presence of non-diatom contaminants. Here we describe a protocol, suitable for Masters and PhD students, that has been used at the University of Nottingham for over a decade to obtain pure diatom samples from a sediment matrix, before samples are analysed at the National Environmental Isotope Facility (British Geological Survey) for δ13C, δ18O and δ30Si [6, 9]. Extensions/deviations to the core methodology are also outlined for samples that will be analysed for other/novel isotope systems that are of increasing interest to the palaeo community such as δ11B [11] and δ66Zn [12]. This protocol is not fully compatible with accepted diatom protocols for δ15N. Instead, samples for diatom δ15N should be prepared following [5, 13]. Caution should also be exerted when applying this, or indeed any, protocol to living/cultured diatom frustules due to the potential for post‐mortem oxygen isotope exchange [14].

Typically, in our experience, only 50–70% of sediment samples can be sufficiently cleaned to remove non-diatom contaminants and generate enough material for isotope analysis. This success rate varies between sites and different aged samples and is predominantly determined by the amount of raw material available, the concentration of diatoms and the presence/abundance of other types of biogenic silica (e.g., siliceous sponges and radiolaria) which can be problematic to separate. The protocol presented here has been tested on a wide variety of different aged lacustrine and marine sediments (0–3.4 Ma) and optimised to minimise the risk of sample loss. It also outlines stages for assessing and quantifying sample purity, as well as for checking that the extracted diatoms are not contaminated by diagenesis, dissolution or other processes that might have altered the isotopic signature.

Materials and methods

The protocol described in this peer-reviewed article is published on protocols.io, https://dx.doi.org/10.17504/protocols.io.36wgq4knovk5/v2 and is included for printing as S1 File with this article.

Expected results

Using this protocol, we have been able to obtain pure diatom samples for isotope analysis with minimal material loss (Fig 1). The procedure has been successfully used on raw sediment samples as low as 0.5 g and 5–20% opal, with 6.5 mg of pure diatom needed for δ18O and δ30Si analysis [15]. In contrast, larger raw sediment samples have enabled the recovery of >20 mg pure diatoms and so permitted the analysis of δ13C [16], which typically requires larger amounts of material. As outlined in the protocol it is also possible, using different sized sieves and/or targeting laminated sediments, to obtain seasonal and/or intra-annual reconstructions [17] or other forms of biogenic silica (e.g., siliceous sponges and radiolaria). Whilst some sediment samples will not be "cleanable" due to the low diatom content, small sample size or inability to remove non-diatom contaminants (Figs 2 and 3), the use of contamination assessment techniques in the protocol allows sample purity to be quantified and ensures that affected samples are not inadvertently used in palaeoenvironmental reconstructions.

Fig 1. Example of a purified diatom sample (under light microscope) following the use of this protocol.

Fig 1

Sample from Lake El’gygytgyn, Russia [15].

Fig 2. Example of a diatom sample (under light microscope) contaminated with aluminosilicates.

Fig 2

Sample from Lake El’gygytgyn, Russia [15].

Fig 3. Example of a diatom sample (under light microscope) contaminated with aluminosilicates and sponge spicules.

Fig 3

Sample from the Southern Ocean [17].

Supporting information

S1 File. Isotope sample preparation of diatoms for paleoenvironmental research, also available on protocols.io.

https://dx.doi.org/10.17504/protocols.io.36wgq4knovk5/v2. The individual pictured in the S1 File has provided written informed consent (as outlined in PLOS consent form) to publish their image alongside the manuscript.

(PDF)

Acknowledgments

We thank Teresa Needham and Melanie Leng for their comments on drafts of this protocol and in ensuring the clarity of the steps within it.

Data Availability

All relevant data are within the paper and its Supporting Information files.

Funding Statement

This study was funded by Natural Environment Research Council (https://www.ukri.org/councils/nerc/) grants NE/F012969/1, NE/F012969/2, NE/I005889/1 and NE/G004137/1 to GS. The funders had and will not have a role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  • 1.Leng MJ, Barker PA. A review of the oxygen isotope composition of lacustrine diatom silica for palaeoclimate reconstruction. Earth-Sci Rev. 2006; 75: 5–27. [Google Scholar]
  • 2.Swann GEA, Leng MJ. A review of diatom δ18O in palaeoceanography. Quat Sci Rev. 2009; 28: 384–398. [Google Scholar]
  • 3.de la Rocha CL, Brzezinski MA, DeNiro MJ. Purification, recovery, and laser-driven fluorination of silicon from dissolved and particulate silica for the measurement of natural stable isotope abundances. Anal Chem. 1996; 68: 3746–3750. doi: 10.1021/ac960326j [DOI] [PubMed] [Google Scholar]
  • 4.de la Rocha CL. Measurement of silicon stable isotope natural abundances via multicollector inductively coupled plasma mass spectrometry (MC-ICP-MS). Geochem Geophy Geosy. 2002; 3: doi: 10.1029/2002GC000310 [DOI] [Google Scholar]
  • 5.Robinson RS, Brunelle BG, Sigman DM. Revisiting nutrient utilization in the glacial Antarctic: Evidence from a new method for diatom-bound N isotopic analysis. Paleoceanography. 2004; 19: PA3001, doi: 10.1029/2003PA000996 [DOI] [Google Scholar]
  • 6.Leng MJ, Sloane HJ. Combined oxygen and silicon isotope analysis of biogenic silica. J Quaternary Sci. 2008; 23: 313–319. [Google Scholar]
  • 7.Chapligin B, Meyer H, Friedrichsen H, Marent A, Sohns E, Hubberten H-W. A high-performance, safer and semi-automated approach for the δ18O analysis of diatom silica and new methods for removing exchangeable oxygen. Rapid Commun Mass Spectrom. 2010; 24: 2655–2664. [DOI] [PubMed] [Google Scholar]
  • 8.Dodd JP, Sharp ZD. A laser fluorination method for oxygen isotope analysis of biogenic silica and a new oxygen isotope calibration of modern diatoms in freshwater environments. Geochim Cosmochim Acta. 2010; 74: 1381–1390. [Google Scholar]
  • 9.Hurrell ER, Barker PA, Leng MJ, Vane CH, Wynn P, Kendrick CP. et al. Developing a methodology for carbon isotope analysis of lacustrine diatoms. Rapid Commun Mass Spectrom. 2011; 25: 1567–1574. doi: 10.1002/rcm.5020 [DOI] [PubMed] [Google Scholar]
  • 10.Menicucci AJ, Matthews JA, Spero HJ. Oxygen isotope analyses of biogenic opal and quartz using a novel microfluorination technique. Rapid Commun Mass Spectrom. 2013; 27: 1873–1881. doi: 10.1002/rcm.6642 [DOI] [PubMed] [Google Scholar]
  • 11.Donald HK, Foster GL, Fröhberg N, Swann GEA, Poulton AJ, Moore CM, et al. The pH dependency of the boron isotopic composition of diatom opal (Thalassiosira weissflogii). Biogeosciences. 2020; 17: 2825–2837. [Google Scholar]
  • 12.Andersen MB, Vance D, Archer C, Anderson RF, Ellwood MJ, Allen CS. The Zn abundance and isotopic composition of diatom frustules, a proxy for Zn availability in ocean surface seawater. Earth Planet Sc Lett. 2011; 301: 137–145. [Google Scholar]
  • 13.Studer AS, Sigman DM, Martínez-García A, Thöle LM, Michel E, Jaccard SL, et al. Increased nutrient supply to the Southern Ocean during the Holocene and its implications for the pre-industrial atmospheric CO2 rise. Nat Geosci. 2018; 11: 756–760. [Google Scholar]
  • 14.Tyler J.J., Sloane H.J., Rickaby R.E.M., Cox E.J., Leng M.J. Post‐mortem oxygen isotope exchange within cultured diatom silica. Rapid Communications in Mass Spectrometry. 2017; 31: 1749–1760. doi: 10.1002/rcm.7954 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Swann GEA, Leng MJ, Juschus O, Melles M, Brigham-Grette J, Sloane HJ. A combined oxygen and silicon diatom isotope record of Late Quaternary change in Lake El’gygytgyn, North East Siberia. Quat Sci Rev. 2010; 29: 774–786. [Google Scholar]
  • 16.Swann GEA, Kendrick CP, Dickson AJ, Worne S. Late Pliocene marine pCO2 reconstructions from the subarctic Pacific Ocean. Paleoceanography and Paleoclimatology. 2018; 33: 457–469. [Google Scholar]
  • 17.Swann GEA, Pike J, Snelling AM, Leng MJ, Williams, MC. Seasonally resolved diatom δ18O records from the West Antarctic Peninsula over the last deglaciation. Earth Planet Sci Lett. 2013; 364: 12–23. [Google Scholar]

Decision Letter 0

Alessandro Incarbona

26 Dec 2022

PONE-D-22-32814Diatom isotope sample preparation for palaeoenvironmental researchPLOS ONE

Dear Dr. Swann,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

Please take care about appropriate terminology on 'diatom and isotopes' as suggested by reviewr#1 (Jill Sutton) and note that request for clarification by reviewer#2 is not mandatory. That is, reviewer#2 accepted the protocol as it stands, the comment is for your own convenience. And I agree, this will be an excellent lab guide for specialists.

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Reviewer #1: Dear Authors,

Thank you for sharing this protocol for extracting diatoms from sediments for stable isotope analyses. The protocol is clear and easy to follow. My only criticism is that I would argue that diatoms do not have isotopes, elements have isotopes. Therefore, I have a hard time reading the title of the article: Diatom isotope sample preparation for palaeoenvironmental research. I would suggest that the authors change the title, and subsequently other parts of the manuscript where they use the phrase "diatom isotopes" to: Stable isotope sample preparation of diatoms for paleoenvironmental research." This would make the article more clear. Also, I wonder if you could not be more inclusive to suggest that this type of protocol could also be used for other silicifying organisms, such as sponges. I use a fairly similar method for preparing my diatom, sponge spicule, and radiolarian samples.

Sincerely,

Jill Sutton

Reviewer #2: The article Diatom isotope sample preparation for paleoenvironmental research presents a clear and easy to follow methodology for how to handle samples intended for stable isotopic research. The authors have a step by step process that explains how each stage of the method should work and how many chemical treatments may be necessary at each step.

Among the more important details described in this protocol, are the disaggregation of raw sediment samples, and the removal of organic contaminants. Interestingly, the authors choose to heat the samples to 75C with H2O2 for removal of organic materials, but did not include use of nitric acid in their organic removal methodology. As they have mentioned, their protocol is designed specifically for stable isotope analysis (with the exception of δ15N); I am curious what the author’s reasons are for not choosing this acid to induce a more rapid oxidation reaction (faster than the recommended one week at 75C) with the organic materials. It is not essential, but among modern diatom ecologists, the use nitric acid is common (ex: Trobajo and Mann, 2019; Morales et al., 2013; Romann et al., 2016; Wang et al., 2012; ANSP Protocols for Analysis of NAWQA Algae samples P-13-42), with most reactions being completed in less than 24 hours. Nitric acid also removes carbonate contaminants from sediment samples, so it may be worth adding some detail in the protocols addressing why the longer reaction times with the peroxide reaction are preferred. Again, this is not essential, and most importantly, it does not detract from the protocol’s efficacy in cleaning samples for stable isotopic analysis.

I very much appreciated the detailed descriptions of removal procedures for clay contamination. Aluminosilicates are possibly the most difficult contamination type to remove from samples (even “fresh” samples from planktonic captures), and hold the potential to significantly skew data in such a way as to render it meaningless. The authors lay out an easy to follow process for heavy liquid separation of these contaminating materials, and are very clear about how to effectively and iteratively treat samples to increase purity at each stage.

Lastly, the authors also make a clear point to evaluate samples for purity and potential additional sample preparation prior to isotopic analyses, and they discuss the recovery of heavy liquids used for the sample separations. These steps are crucial for guiding researchers in proper and safe laboratory methodologies, and for informing researchers of the necessary verifications prior to data acquisition.

In total, this protocol draws on established experimental work in diatom stable isotope analytical techniques. It is well informed by the most recent research that demonstrates areas where potential isotopic contamination may occur, and provides clear and explicit directions for users to avoid such errors that could manifest themselves in their data. The steps for the protocol are logical, easy to follow, and provide a check-list for users as they iteratively process their samples. I strongly recommend this protocol for publication.

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Reviewer #1: Yes: Jill Sutton

Reviewer #2: No

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PLoS One. 2023 Feb 17;18(2):e0281511. doi: 10.1371/journal.pone.0281511.r002

Author response to Decision Letter 0


24 Jan 2023

Full details are in the response to reviewers document. In summary all requested changes have been made. This includes:

1) changing the title of the manuscript and associated protocol to “Isotope sample preparation of diatoms for paleoenvironmental research”. Text in other relevant sections of the manuscript have also been altered accordingly.

2) Making it clear that the method could also be used on other silicifying organisms.

3) Making it clear that our use of hydrogen peroxide (H2O2) over nitric acid (HNO3) is predominantly one of personal preference.

Attachment

Submitted filename: response to reviews.docx

Decision Letter 1

Alessandro Incarbona

25 Jan 2023

Isotope sample preparation of diatoms for paleoenvironmental research

PONE-D-22-32814R1

Dear Professor Swann,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

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Additional Editor Comments (optional):

Reviewers' comments:

Acceptance letter

Alessandro Incarbona

8 Feb 2023

PONE-D-22-32814R1

Isotope sample preparation of diatoms for paleoenvironmental research

Dear Dr. Swann:

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Associated Data

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    Supplementary Materials

    S1 File. Isotope sample preparation of diatoms for paleoenvironmental research, also available on protocols.io.

    https://dx.doi.org/10.17504/protocols.io.36wgq4knovk5/v2. The individual pictured in the S1 File has provided written informed consent (as outlined in PLOS consent form) to publish their image alongside the manuscript.

    (PDF)

    Attachment

    Submitted filename: response to reviews.docx

    Data Availability Statement

    All relevant data are within the paper and its Supporting Information files.


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