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Liu Y, Hu J, Wang G, Yang H, Hong L, Xu J, Wang H. Can stable carbon isotope fingerprints be competent for geographic traceability of rice? Food Chem 2024; 455:139819. [PMID: 38850991 DOI: 10.1016/j.foodchem.2024.139819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 05/07/2024] [Accepted: 05/22/2024] [Indexed: 06/10/2024]
Abstract
This study aimed to improve the traceability of rice-producing areas to address the increasing demand for accurate methods to confirm food quality and safety. Compound-specific δ13C of fatty acids, δ13C of starch and bulk of rice were measured. PCA, PLS-DA and VIP value analysis of the obtained data were performed to track the source of rice from the six regions. The PLS-DA model established with bulk δ13C, starch δ13C, and fatty acid δ13C, which clearly separated the rice from six regions. The VIP graph showed the value of starch, C18:0 and C18:2 δ13C values (VIP > 1) were important to distinguish the origin of rice. Also, according to loading plots the contribution of starch δ13C was the largest. The findings indicate that the introduction of starch δ13C improves the precision of rice traceability and provides an effective method for identifying rice origin.
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Affiliation(s)
- Yu Liu
- College of Environmental Science and Engineering, Dalian Maritime University, Dalian, China.
| | - Jingwen Hu
- College of Environmental Science and Engineering, Dalian Maritime University, Dalian, China
| | - Guoguang Wang
- College of Environmental Science and Engineering, Dalian Maritime University, Dalian, China
| | - Huanyu Yang
- College of Environmental Science and Engineering, Dalian Maritime University, Dalian, China
| | - Lin Hong
- Dalian Inspection Testing and Certification Group, Dalian, China
| | - Jing Xu
- Dalian Inspection Testing and Certification Group, Dalian, China
| | - Haixia Wang
- Navigation College, Dalian Maritime University, Dalian, China
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2
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Budge SM, Townsend K, Ziegler SE, Lall SP. Fatty acid isotopic composition in Atlantic pollock is not influenced by environmentally relevant dietary fat concentrations. Oecologia 2023:10.1007/s00442-023-05403-z. [PMID: 37389667 PMCID: PMC10386935 DOI: 10.1007/s00442-023-05403-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 06/12/2023] [Indexed: 07/01/2023]
Abstract
The application of fatty acid (FA) isotopic analysis has great potential in elucidating food web structure, but it has not experienced the same wide-spread use as amino acid isotopic analyses. The failure to adopt FA isotopic methods is almost certainly linked to a lack of reliable information on trophic fractionation of FA, particularly in higher predators. In this work, we attempt to address this shortfall, through comparison of FA δ13C values in captive Atlantic pollock (Pollachius virens) liver and their known diets. Since catabolism is likely the main cause of fractionation and it may vary with dietary fat content, we investigated the impact of dietary fat concentration on isotopic discrimination in FA. We fed Atlantic pollock three formulated diets with similar FA isotopic compositions but different fat concentrations (5-9% of diet), representative of the range found in natural prey, for 20 weeks. At the conclusion of the study, δ13C values of liver FA were very similar to the FA within the corresponding diets, with most discrimination factors < 1. For all FA except 22:6n-3, dietary fat had no effect on discrimination factors. Only for 22:6n-3 did fish fed the highest fat diet have lower δ13C values than the diet consumed. Thus, these FA-specific discrimination factors can be applied to evaluate diets in marine fish consuming natural diets and will serve as additional and valuable biomarkers in fish feeding ecology.
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Affiliation(s)
- Suzanne M Budge
- Department of Process Engineering and Applied Science, Dalhousie University, Halifax, NS, B3H 4R2, Canada.
| | - Kathryn Townsend
- Department of Biology, Dalhousie University, Halifax, NS, B3H 4R2, Canada
| | - Susan E Ziegler
- Department of Earth Science, Memorial University of Newfoundland, St. John's, NF, A1B 3X5, Canada
| | - Santosh P Lall
- Department Animal Science and Aquaculture, Faculty of Agriculture, Dalhousie University, Truro, NS, B2N 5E3, Canada
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Chiapella AM, Kainz MJ, Strecker AL. Fatty acid stable isotopes add clarity, but also complexity, to tracing energy pathways in aquatic food webs. Ecosphere 2021; 12:e03360. [PMID: 34900386 PMCID: PMC8641385 DOI: 10.1002/ecs2.3360] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 08/19/2020] [Accepted: 08/26/2020] [Indexed: 12/16/2022] Open
Abstract
Tracing the flow of dietary energy sources, especially in systems with a high degree of omnivory, is an ongoing challenge in ecology. In aquatic systems, one of the persistent challenges is in differentiating between autochthonous and allochthonous energy sources to top consumers. Bulk carbon stable isotope values of aquatic and terrestrial prey often overlap, making it difficult to delineate dietary energy pathways in food webs with high allochthonous prey subsidies, such as in many northern temperate waterbodies. We conducted a feeding experiment to explore how fatty acid stable isotopes may overcome the challenge of partitioning autochthonous and allochthonous energy pathways in aquatic consumers. We fed hatchery-reared Arctic Char (Salvelinus alpinus) diets of either benthic invertebrates, terrestrial earthworms, or a mixture of both. We then compared how the stable carbon isotopes of fatty acids (δ13CFA) distinguished between diet items and respective treatments in S. alpinus liver and muscle tissues, relative to bulk stable isotopes and fatty acid profiles. Although a high degree of variability of fatty acid stable carbon isotope values was present in all three measures, our results suggest that the ability of this method to overcome the challenges of bulk stable isotopes may be overstated. Finally, our study highlights the importance of further experimental investigation, and consideration of physiological and biochemical processes when employing this emerging method.
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Affiliation(s)
- Ariana M. Chiapella
- Department of Environmental Science and ManagementPortland State UniversityPortlandOregon97201USA
- Present address:
Rubenstein School of Environment and Natural ResourcesUniversity of VermontBurlingtonVermont05401USA
| | - Martin J. Kainz
- WasserCluster Lunz—Inter‐University Centre for Aquatic Ecosystem ResearchLunz am SeeA‐3293Austria
- Department of Biomedical ResearchDanube University KremsKrems an der DonauAustria
| | - Angela L. Strecker
- Department of Environmental Science and ManagementPortland State UniversityPortlandOregon97201USA
- Institute for Watershed StudiesHuxley College of the EnvironmentWestern Washington UniversityBellinghamWashington98225USA
- Department of Environmental SciencesHuxley College of the EnvironmentWestern Washington UniversityBellinghamWashington98225USA
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Budge SM, Townsend K, Lall SP, Bromaghin JF. Dietary fat concentrations influence fatty acid assimilation patterns in Atlantic pollock ( Pollachius virens). Philos Trans R Soc Lond B Biol Sci 2020; 375:20190649. [PMID: 32536304 PMCID: PMC7333961 DOI: 10.1098/rstb.2019.0649] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2019] [Indexed: 12/13/2022] Open
Abstract
A key aspect in the use of fatty acids (FA) to estimate predator diets using quantitative FA signature analysis (QFASA) is the ability to account for FA assimilation through the use of calibration coefficients (CC). Here, we tested the assumption that CC are independent of dietary fat concentrations by feeding Atlantic pollock (Pollachius virens) three formulated diets with very similar FA proportions but different fat concentrations (5-9% of diet) for 20 weeks. CC calculated using FA profiles of diet and triacylglycerols in pollock liver were significantly different for the three diets. To test the robustness of diet estimates to these differences, we used the CC set derived from feeding the diet with the lowest fat concentration, published prey FA profiles and realistic diet estimates of pollock to construct 'pseudo-predators'. Application of QFASA to each pseudo-predator using the three sets of CC and the same prey FA profiles resulted in diet estimate biases of twofold for major prey items and approximately fivefold for minor prey items. This work illustrates the importance of incorporating diets with fat concentrations that are similar to natural prey when conducting feeding experiments to calculate CC. This article is part of the theme 'The next horizons for lipids as 'trophic biomarkers': evidence and significance of consumer modification of dietary fatty acids'.
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Affiliation(s)
- Suzanne M. Budge
- Department of Process Engineering and Applied Science, Dalhousie University, Halifax, CanadaB3H 4R2
| | - Kathryn Townsend
- Department of Biology, Dalhousie University, Halifax, CanadaB3H 4R2
| | - Santosh P. Lall
- Department of Animal Science and Aquaculture, Faculty of Agriculture, Dalhousie University, Truro, CanadaB2N 5E3
| | - Jeffrey F. Bromaghin
- US Geological Survey, Alaska Science Center, 4210 University Drive, Anchorage, AK 99508, USA
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Galloway AWE, Budge SM. The critical importance of experimentation in biomarker-based trophic ecology. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190638. [PMID: 32536303 PMCID: PMC7333966 DOI: 10.1098/rstb.2019.0638] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/19/2020] [Indexed: 01/13/2023] Open
Abstract
Fatty acids are commonly used as biomarkers for making inferences about trophic relationships in aquatic and soil food webs. However, researchers are often unaware of the physiological constraints within organisms on the trophic transfer and modification of dietary biomarkers in consumers. Fatty acids are bioactive molecules, which have diverse structures and functions that both complicate and enhance their value as trophic tracers. For instance, consumers may synthesize confounding non-dietary sourced markers from precursor molecules, and environmental conditions also affect fatty acid composition. There is a vital need for more research on the uptake and transfer of trophic biomarkers in individual organisms in order to advance the field and make meaningful use of these tools at the scale of populations or ecosystems. This special issue is focused on controlled feeding experiments on a diverse taxonomic breadth of model consumers from freshwater, marine and soil ecosystems with a goal of creating a more integrated understanding of the connection between consumer physiology and trophic ecology. This article is part of the theme issue 'The next horizons for lipids as 'trophic biomarkers': evidence and significance of consumer modification of dietary fatty acids'.
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Affiliation(s)
- Aaron W. E. Galloway
- Department of Biology, Oregon Institute of Marine Biology, University of Oregon, Charleston, OR, USA
| | - Suzanne M. Budge
- Department of Process Engineering and Applied Science, Dalhousie University, Halifax, NS, Canada
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Burian A, Nielsen JM, Hansen T, Bermudez R, Winder M. The potential of fatty acid isotopes to trace trophic transfer in aquatic food-webs. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190652. [PMID: 32536314 DOI: 10.1098/rstb.2019.0652] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Compound-specific isotope analyses (CSIA) of fatty acids (FA) constitute a promising tool for tracing energy flows in food-webs. However, past applications of FA-specific carbon isotope analyses have been restricted to a relatively coarse food-source separation and mainly quantified dietary contributions from different habitats. Our aim was to evaluate the potential of FA-CSIA to provide high-resolution data on within-system energy flows using algae and zooplankton as model organisms. First, we investigated the power of FA-CSIA to distinguish among four different algae groups, namely cyanobacteria, chlorophytes, haptophytes and diatoms. We found substantial within-group variation but also demonstrated that δ13C of several FA (e.g. 18:3ω3 or 18:4ω3) differed among taxa, resulting in group-specific isotopic fingerprints. Second, we assessed changes in FA isotope ratios with trophic transfer. Isotope fractionation was highly variable in daphnids and rotifers exposed to different food sources. Only δ13C of nutritionally valuable poly-unsaturated FA remained relatively constant, highlighting their potential as dietary tracers. The variability in fractionation was partly driven by the identity of food sources. Such systematic effects likely reflect the impact of dietary quality on consumers' metabolism and suggest that FA isotopes could be useful nutritional indicators in the field. Overall, our results reveal that the variability of FA isotope ratios provides a substantial challenge, but that FA-CSIA nevertheless have several promising applications in food-web ecology. This article is part of the theme issue 'The next horizons for lipids as 'trophic biomarkers': evidence and significance of consumer modification of dietary fatty acids'.
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Affiliation(s)
- Alfred Burian
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden.,Environmental Sustainability Research Centre, University of Derby, Derby DE22 1GB, UK
| | - Jens M Nielsen
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden
| | - Thomas Hansen
- Helmholtz Centre for Ocean Research Kiel (GEOMAR), Kiel, Germany
| | - Rafael Bermudez
- Facultad de Ingeniería Marítima, Ciencias Biológicas, Oceánicas y Recursos Naturales, Escuela Superior Politécnica del Litoral, ESPOL, Guayaquil, Ecuador
| | - Monika Winder
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden
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Origin of Carbon and Essential Fatty Acids in Higher Trophic Level Fish in Headwater Stream Food Webs. Biomolecules 2019; 9:biom9090487. [PMID: 31540333 PMCID: PMC6770133 DOI: 10.3390/biom9090487] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Revised: 09/11/2019] [Accepted: 09/12/2019] [Indexed: 01/23/2023] Open
Abstract
Dietary carbon sources in headwater stream food webs are divided into allochthonous and autochthonous organic matters. We hypothesized that: 1) the dietary allochthonous contribution for fish in headwater stream food webs positively relate with canopy cover; and 2) essential fatty acids originate from autochthonous organic matter regardless of canopy covers, because essential fatty acids, such as 20:5ω3 and 22:6ω3, are normally absent in allochthonous organic matters. We investigated predatory fish Salvelinus leucomaenis stomach contents in four headwater stream systems, which are located in subarctic region in northern Japan. In addition, stable carbon and nitrogen isotope ratios, fatty acid profile, and stable carbon isotope ratios of essential fatty acids were analyzed. Bulk stable carbon analysis showed the major contribution of autochthonous sources to assimilated carbon in S. leucomaenis. Surface baits in the stomach had intermediate stable carbon isotope ratios between autochthonous and allochthonous organic matter, indicating aquatic carbon was partly assimilated by surface baits. Stable carbon isotope ratios of essential fatty acids showed a positive relationship between autochthonous sources and S. leucomaenis across four study sites. This study demonstrated that the main supplier of dietary carbon and essential fatty acids was autochthonous organic matter even in headwater stream ecosystems under high canopy cover.
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Katan T, Caballero-Solares A, Taylor RG, Rise ML, Parrish CC. Effect of plant-based diets with varying ratios of ω6 to ω3 fatty acids on growth performance, tissue composition, fatty acid biosynthesis and lipid-related gene expression in Atlantic salmon (Salmo salar). COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY D-GENOMICS & PROTEOMICS 2019; 30:290-304. [PMID: 31003197 DOI: 10.1016/j.cbd.2019.03.004] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 03/11/2019] [Accepted: 03/14/2019] [Indexed: 01/02/2023]
Abstract
Little is known about how variation in omega-6 to omega-3 (ω6:ω3) fatty acid (FA) ratios affects lipid metabolism and eicosanoid synthesis in salmon, and the potential underlying molecular mechanisms. The current study examined the impact of five plant-based diets (12-week exposure) with varying ω6:ω3 (0.3-2.7) on the growth, tissue lipid composition (muscle and liver), and hepatic transcript expression of lipid metabolism and eicosanoid synthesis-related genes in Atlantic salmon. Growth performance and organ indices were not affected by dietary ω6:ω3. The liver and muscle FA composition was highly reflective of the diet (ω6:ω3 of 0.2-0.8 and 0.3-1.9, respectively) and suggested elongation and desaturation of the ω3 and ω6 precursors 18:3ω3 and 18:2ω6. Furthermore, proportions of ω6 and ω3 PUFA in both tissues showed significant positive correlations with dietary inclusion (% of diet) of soy and linseed oils, respectively. Compound-specific stable isotope analysis (CSIA) further demonstrated that liver long-chain polyunsaturated fatty acid (LC-PUFA) synthesis (specifically 20:5ω3 and 20:4ω6) was largely driven by dietary 18:3ω3 and 18:2ω6, even when 20:5ω3 and 22:6ω3 were supplied at levels above minimum requirements. In addition, significant positive and negative correlations were identified between the transcript expression of LC-PUFA synthesis-related genes and liver ω6 and ω3 LC-PUFA, respectively, further supporting FA biosynthesis. Liver ω3 LC-PUFA also correlated negatively with the eicosanoid synthesis-related transcripts pgds and cox1. This is the first study to use CSIA, hepatic transcriptome, and tissue lipid composition analyses concurrently to demonstrate the impact of plant-based diets with varying ω6:ω3 on farmed Atlantic salmon.
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Affiliation(s)
- Tomer Katan
- Department of Ocean Sciences, Memorial University of Newfoundland, St. John's A1C 5S7, NL. Canada.
| | - Albert Caballero-Solares
- Department of Ocean Sciences, Memorial University of Newfoundland, St. John's A1C 5S7, NL. Canada
| | | | - Matthew L Rise
- Department of Ocean Sciences, Memorial University of Newfoundland, St. John's A1C 5S7, NL. Canada
| | - Christopher C Parrish
- Department of Ocean Sciences, Memorial University of Newfoundland, St. John's A1C 5S7, NL. Canada.
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Transfer of cyanobacterial carbon to a higher trophic-level fish community in a eutrophic lake food web: fatty acid and stable isotope analyses. Oecologia 2018; 188:901-912. [DOI: 10.1007/s00442-018-4257-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 09/01/2018] [Indexed: 10/28/2022]
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10
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Nielsen JM, Clare EL, Hayden B, Brett MT, Kratina P. Diet tracing in ecology: Method comparison and selection. Methods Ecol Evol 2017. [DOI: 10.1111/2041-210x.12869] [Citation(s) in RCA: 222] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Jens M. Nielsen
- School of Biological and Chemical SciencesQueen Mary University of London London UK
| | - Elizabeth L. Clare
- School of Biological and Chemical SciencesQueen Mary University of London London UK
| | - Brian Hayden
- Canadian Rivers InstituteBiology DepartmentUniversity of New Brunswick Fredericton NB Canada
| | - Michael T. Brett
- Department of Civil and Environmental EngineeringUniversity of Washington Seattle WA USA
| | - Pavel Kratina
- School of Biological and Chemical SciencesQueen Mary University of London London UK
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