TY - JOUR
T1 - Abiotic and biotic damage of microalgae generate different volatile organic compounds (Vocs) for early diagnosis of algal cultures for biofuel production
AU - Reese, Kristen L.
AU - Fisher, Carolyn L.
AU - Lane, Pamela D.
AU - Jaryenneh, James D.
AU - Jones, A. Daniel
AU - Frank, Matthias
AU - Lane, Todd W.
N1 - Funding Information:
edges support from Michigan AgBioResearch through the USDA National Institute of Food and Agriculture, Hatch project number MICL02474.
Funding Information:
Acknowledgments: Thank you to Hailey Loehde-Woolard for being an amazing Sandia intern and to B.E. Schrauth for facilitating several important scientific discussions. We thank the LLNL Forensic Science Center (FSC) and, in particular, Audrey Williams and Deon Anex, for use of laboratory equipment and space, and Roald Leif for assisting with instrumental setup and maintenance. This work was performed under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344 and at Sandia National Laboratories, a multi-mission laboratory managed and operated by National Technology and Engineering Solutions of Sandia, LLC., a wholly owned subsidiary of Honeywell International, Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA0003525. This paper describes objective technical results and analysis. Any subjective views or opinions that might be expressed in the paper do not necessarily represent the views of the U.S. Department of Energy or the United States Government. This document was prepared as an account of work sponsored by an agency of the United States government. Neither the United States government nor Lawrence Livermore National Security, LLC, nor any of their employees makes any warranty, expressed or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States government or Lawrence Livermore National Security, LLC. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States government or Lawrence Livermore National Security, LLC, and shall not be used for advertising or product endorsement purposes.
Funding Information:
VOCs released during grazing of Microchloropsis gaditana by Brachionus plicatilis and not passing strict criteria for classification as putative biomarkers; Table S2: putative biomarkers emitted after freeze–thaw damage to Microchloropsis gaditana cultures and not passing the strict criteria for classi-putative biomarkers emitted after freeze–thaw damage to Microchloropsis gaditana cultures and not passing the strict criteria for classification as putative biomarkers. Author Contributions: K.L.R. implemented VOC sampling, collected and analyzed the VOC data, and drafted the manuscript; C.L.F. designed the experiments, analyzed the data, and drafted the manuscript, C.L.F., P.D.L. and J.D.J. set up the experiments and collected algal density data; A.D.J., M.F. and T.W.L. contributed to the analysis and interpretation of the data. All authors reviewed and edited the manuscript. All authors have read and agreed to the published version of the manuscript. edited the manuscript. All authors have read and agreed to the published version of the manuscript. Funding: Algal culturing: sample collection and materials for experiments at Sandia were sup-Funding: Algal culturing: sample collection and materials for experiments at Sandia were supported by Sandia Laboratories Lab Directed Research and Development (LDRD) project 199974 as well as Lawrence Livermore National Laboratory LDRD project 19-FS-035. GC-MS analysis was supported by the US Department of Energy’s Genomic Science Program under grant SCW1039. A.D.J. acknowl-
Funding Information:
Algal culturing: sample collection and materials for experiments at Sandia were supported by Sandia Laboratories Lab Directed Research and Development (LDRD) project 199974 as well as Lawrence Livermore National Laboratory LDRD project 19-FS-035. GC-MS analysis was supported by the US Department of Energy?s Genomic Science Program under grant SCW1039. A.D.J. acknowledges support from Michigan AgBioResearch through the USDA National Institute of Food and Agriculture, Hatch project number MICL02474.
Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2021/10
Y1 - 2021/10
N2 - Open microalgal ponds used in industrial biomass production are susceptible to a number of biotic and abiotic environmental stressors (e.g., grazers, pathogens, pH, temperature, etc.) resulting in pond crashes with high economic costs. Identification of signature chemicals to aid in rapid, noninvasive, and accurate identification of the stressors would facilitate targeted and effective treatment to save the algal crop from a catastrophic crash. Specifically, we were interested in identifying volatile organic compounds (VOCs) that can be used to as an early diagnostic for algal crop damage. Cultures of Microchloropsis gaditana were subjected to two forms of algal crop damage: (1) active grazing by the marine rotifer, Brachionus plicatilis, or (2) repeated freeze–thaw cycles. VOCs emitted above the headspace of these algal cultures were collected using fieldable solid phase microextraction (SPME) fibers. An untargeted analysis and identification of VOCs was conducted using gas chromatographymass spectrometry (GC-MS). Diagnostic VOCs unique to each algal crop damage mechanism were identified. Active rotifer grazing of M. gaditana was characterized by the appearance of carotenoid degradation products, including β-cyclocitral and various alkenes. Freeze–thaw algae produced a different set of VOCs, including palmitoleic acid. Both rotifer grazing and freeze–thawed algae produced β-ionone as a VOC, possibly suggesting a common stress-induced cellular mechanism. Importantly, these identified VOCs were all absent from healthy algal cultures of M. gaditana. Early detection of biotic or abiotic environmental stressors will facilitate early diagnosis and application of targeted treatments to prevent algal pond crashes. Thus, our work further supports the use of VOCs for monitoring the health of algal ponds to ultimately enhance algal crop yields for production of biofuel.
AB - Open microalgal ponds used in industrial biomass production are susceptible to a number of biotic and abiotic environmental stressors (e.g., grazers, pathogens, pH, temperature, etc.) resulting in pond crashes with high economic costs. Identification of signature chemicals to aid in rapid, noninvasive, and accurate identification of the stressors would facilitate targeted and effective treatment to save the algal crop from a catastrophic crash. Specifically, we were interested in identifying volatile organic compounds (VOCs) that can be used to as an early diagnostic for algal crop damage. Cultures of Microchloropsis gaditana were subjected to two forms of algal crop damage: (1) active grazing by the marine rotifer, Brachionus plicatilis, or (2) repeated freeze–thaw cycles. VOCs emitted above the headspace of these algal cultures were collected using fieldable solid phase microextraction (SPME) fibers. An untargeted analysis and identification of VOCs was conducted using gas chromatographymass spectrometry (GC-MS). Diagnostic VOCs unique to each algal crop damage mechanism were identified. Active rotifer grazing of M. gaditana was characterized by the appearance of carotenoid degradation products, including β-cyclocitral and various alkenes. Freeze–thaw algae produced a different set of VOCs, including palmitoleic acid. Both rotifer grazing and freeze–thawed algae produced β-ionone as a VOC, possibly suggesting a common stress-induced cellular mechanism. Importantly, these identified VOCs were all absent from healthy algal cultures of M. gaditana. Early detection of biotic or abiotic environmental stressors will facilitate early diagnosis and application of targeted treatments to prevent algal pond crashes. Thus, our work further supports the use of VOCs for monitoring the health of algal ponds to ultimately enhance algal crop yields for production of biofuel.
KW - Brachionus plicatilis
KW - Microchloropsis gaditana
KW - SPME-GCMS
KW - Volatile organic compounds
UR - http://www.scopus.com/inward/record.url?scp=85118155429&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85118155429&partnerID=8YFLogxK
U2 - 10.3390/metabo11100707
DO - 10.3390/metabo11100707
M3 - Article
AN - SCOPUS:85118155429
VL - 11
JO - Metabolites
JF - Metabolites
SN - 2218-1989
IS - 10
M1 - 707
ER -