Skip to main content

Advertisement

Log in

Ontogenetic patterns in lipid and fatty acid biomarkers of juvenile polar cod (Boreogadus saida) and saffron cod (Eleginus gracilis) from across the Alaska Arctic

  • Original Paper
  • Published:
Polar Biology Aims and scope Submit manuscript

Abstract

Characterizing the condition of fish in dynamic seasonal environments requires an understanding of their energy allocation strategies. Both polar cod (Boreogadus saida) and saffron cod (Eleginus gracilis) are important mid-trophic fish in Alaska Arctic waters, and changes in their lipid allocation could have important implications for their overwintering survival as well as their energetic value for predators. We used a combination of laboratory and field approaches to describe allometric relationships in lipid storage of polar cod and we then explored spatial patterns in field-caught juvenile gadid condition during 2012 and 2013. Lipid density in wild juvenile Arctic gadids increased with size leading into the first overwintering period, but age-1 + fish showed a reduction in lipid density with size prior to the 2nd overwintering period. Using the residuals from the underlying allometry of total lipid and fatty acid density in each species, we were able to develop a condition metric which was then explored in relation to spatial patterns in large Calanus glacialis copepodite (stages C3 and older) abundance and thermal conditions measured in the field. Fatty acid biomarkers from the total lipid pool indicated that polar cod have a higher reliance on calanoid copepods than saffron cod. Collectively, these data suggest polar cod and saffron cod will likely respond differently to regional warming depending upon the shift in the zooplankton communities, such that the energetic contribution of these fish to higher trophic levels could be transformed with future ocean warming.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  • Ashjian CJ, Campbell RG, Gelfman C, Alatalo P, Elliott SM (2017) Mesozooplankton abundance and distribution in association with hydrography on Hanna Shoal, NE Chukchi Sea, during August 2012 and 2013. Deep Sea Res Part II 144:21–36

    Article  Google Scholar 

  • Bell MV, Dick JR (1991) Moelecular-species composition of the major diacyl glycerophospholipids from muscle, liver, retina and brain of cod (Gadus morhua). Lipids 26:565–573

    Article  CAS  Google Scholar 

  • Bluhm BA, Gradinger R (2008) Regional variability in food availability for Arctic marine mammals. Ecol Appl 18:S77–S96

    Article  PubMed  Google Scholar 

  • Bouchard C, Fortier L (2008) Effects of polynyas on the hatching season, early growth and survival of polar cod Boreogadus saida in the Laptev Sea. Mar Ecol Prog Ser 355:247–256

    Article  Google Scholar 

  • Bouchard C, Fortier L (2011) Circum-arctic comparison of the hatching season of polar cod Boreogadus saida: A test of the freshwater winter refuge hypothesis. Prog Oceanogr 90:105–116

    Article  Google Scholar 

  • Bouchard C et al (2017) Climate warming enhances polar cod recruitment, at least transiently. Prog Oceanogr 156:121–129

    Article  Google Scholar 

  • Brewster J et al (2018) A comparison of the trophic ecology of Beaufort Sea Gadidae using fatty acids and stable isotopes. Polar Biol 41:149–162

    Article  Google Scholar 

  • Buckley TW, Whitehouse GA (2017) Variation in the diet of Arctic Cod (Boreogadus saida) in the Pacific Arctic and Bering Sea. Environ Biol Fishes 100:421–442

    Article  Google Scholar 

  • Budge SM, Parrish CC (1998) Lipid biogeochemistry of plankton, settling matter and sediments in Trinity Bay Newfoundland. II. Fatty acids. Org Geochem 29:1547–1559

    Article  CAS  Google Scholar 

  • Budge SM, Iverson SJ, Koopman HN (2006) Studying trophic ecology in marine ecosystems using fatty acids: a primer on analysis and interpretation. Mar Mammal Sci 22:759–801

    Article  Google Scholar 

  • Budge SM, Penney SN, Lall SP (2012) Estimating diets of Atlantic salmon (Salmo salar) using fatty acid signature analyses; validation with controlled feeding studies. Can J Fish Aquat Sci 69:1033–1046

    Article  CAS  Google Scholar 

  • Budge SM, Wooller MJ, Springer AM, Iverson SJ, McRoy CP, Divoky GJ (2008) Tracing carbon flow in an arctic marine food web using fatty acid-stable isotope analysis. Oecologia 157:117–129

    Article  CAS  PubMed  Google Scholar 

  • Choy ES, Rosenberg B, Roth JD, Loseto LL (2017) Inter-annual variation in environmental factors affect the prey and body condition of beluga whales in the eastern Beaufort Sea. Mar Ecol Prog Ser 579:213–225

    Article  CAS  Google Scholar 

  • Copeman LA, Parrish CC, Gregory RS, Wells JS (2008) Decreased lipid storage in juvenile Atlantic cod (Gadus morhua) during settlement in cold-water eelgrass habitat. Mar Biol 154:823–832

    Article  CAS  Google Scholar 

  • Copeman LA, Parrish CC, Gregory RS, Jamieson RE, Wells J, Whiticar MJ (2009) Fatty acid biomarkers in coldwater eelgrass meadows: elevated terrestrial input to the food web of age-0 Atlantic cod Gadus morhua. Mar Ecol Prog Ser 386:237–251

    Article  CAS  Google Scholar 

  • Copeman LA, Laurel BJ, Parrish CC (2013) Effect of temperature and tissue type on fatty acid signatures of two species of North Pacific juvenile gadids: a laboratory feeding study. J Exp Mar Biol Ecol 448:188–196

    Article  CAS  Google Scholar 

  • Copeman LA et al (2016) Ontogenetic and spatial variability in trophic biomarkers of juvenile saffron cod (Eleginus gracilis) from the Beaufort, Chukchi and Bering Seas. Polar Biol 39:1109–1126

    Article  Google Scholar 

  • Copeman LA, Laurel BJ, Spencer M, Sremba A (2017) Temperature impacts on lipid allocation among juvenile gadid species at the Pacific Arctic-Boreal interface: an experimental laboratory approach. Mar Ecol Prog Ser 566:183–198

    Article  CAS  Google Scholar 

  • Copeman L et al (2018) Benthic enrichment by diatom-sourced lipid promotes growth and condition in juvenile Tanner crabs around Kodiak Island, Alaska. Mar Ecol Prog Ser 597:161–178

    Article  CAS  Google Scholar 

  • Craig JF, Kenley MJ, Talling JF (1978) Comparative estimations of the energy content of fish tissue from bomb calorimetry, wet oxidation and proximate analysis. Freshwater Biol 8:585–590

    Article  CAS  Google Scholar 

  • Craig PC, Griffiths WB, Haldorson L, McElderry H (1982) Ecological studies of Arctic cod (Boreogadus saida) in Beaufort Sea coastal waters, Alaska. Can J Fish Aquat Sci 39:395–406

    Article  Google Scholar 

  • Dalsgaard J, St John M, Kattner G, Muller-Navarra D, Hagen W (2003) Fatty acid trophic markers in the pelagic marine environment. Adv Mar Biol 46:225–340

    Article  PubMed  Google Scholar 

  • Danielson S, Eisner L, Ladd C, Mordy C, Sousa L, Weingartner T (2017) A comparison between late summer 2012 and 2013 water masses, macronutrients, and phytoplankton standing crops in the northern Bering and Chukchi Seas. Deep Sea Res II 135:7–26

    Article  CAS  Google Scholar 

  • Danielson SL, Ahkinga O, Ashjian C, Basyuk E, Cooper LW, Eisner L, Farley E, Iken KB, Grebmeier JM, Juranek L, Khen G, Jayne S, Kikuchi T, Ladd C, Lu K, McCabe R, Moore GWK, Nishino S, Okkonen SR, Ozenna F, Pickart RS, Polyakov I, Stabeno PJ, Wood K, Williams WJ, Woodgate RA, Weingartner TJ (2020) Manifestation and consequences of warming and altered heat fluxes over the Bering and Chukchi Sea continental shelves. Deep Sea Research Part II: Topical Studies in Oceanography

  • De Robertis A, Taylor K, Wilson CD, Farley EV (2016) Abundance and distribution of Arctic cod (Boreogadus saida) and other pelagic fishes over the U.S. Continental Shelf of the Northern Bering and Chukchi Seas. Deep Sea Res II 135:51–65

    Article  Google Scholar 

  • Dissen JN, Oliveira ACM, Horstmann L, Hardy SM (2018) Regional and temporal variation in fatty acid profiles of polar cod (Boreogadus saida) in Alaska. Polar Biol 41:2495–2510

    Article  Google Scholar 

  • Falk-Petersen S, Mayzaud P, Kattner G, Sargent J (2009) Lipids and life strategy of Arctic Calanus. Marine Biology Research 5:18–39

    Article  Google Scholar 

  • Fang YC, Potter RA, Statscewich H, Weingartner TJ, Winsor P, Irving BK (2017) Surface current patterns in the northeastern Chukchi Sea and their response to wind forcing. J Geophys Res 122:9530–9547

    Article  Google Scholar 

  • Folch J, Less M, Sloane Stanley GH (1956) A simple method for the isolation and purification of total lipids from animal tissues. J Biol Chem 22:497–509

    Google Scholar 

  • Galloway AWE, Winder M (2015) Partitioning the relative importance of phylogeny and environmental conditions on phytoplankton fatty acids. PLoS ONE 10:23

    Google Scholar 

  • Giraldo C et al (2016) Trophic variability of Arctic fishes in the Canadian Beaufort Sea: a fatty acids and stable isotopes approach. Polar Biol 39:1267–1282

    Article  Google Scholar 

  • Graham C, Oxtoby L, Wang SW, Budge SM, Wooller MJ (2014) Sourcing fatty acids to juvenile polar cod (Boreogadus saida) in the Beaufort Sea using compound-specific stable carbon isotope analyses. Polar Biol 37:697–705

    Article  Google Scholar 

  • Grant SM, Brown JA (1999) Variation in condition of coastal Newfoundland 0-group Atlantic cod (Gadus morhua): field and laboratory studies using simple condition indices. Mar Biol 133:611–620

    Article  Google Scholar 

  • Gray BP, Norcross BL, Blanchard AL, Beaudreau AH, Seitz AC (2016) Variability in the summer diets of juvenile polar cod (Boreogadus saida) in the northeastern Chukchi and western Beaufort Seas. Polar Biol 39:1069–1080

    Article  Google Scholar 

  • Grebmeier JM et al (2015) Ecosystem characteristics and processes facilitating persistent macrobenthic biomass hotspots and associated benthivory in the Pacific Arctic. Prog Oceanogr 136:92–114

    Article  Google Scholar 

  • Gunderson DR, Ellis IE (1986) Development of a plumb staff beam trawl for sampling demersal fauna. Fish Res 4:35–41

    Article  Google Scholar 

  • Heintz RA, Vollenweider JJ (2010) Influence of size on the sources of energy consumed by overwintering walleye pollock (Theragra chalcogramma). J Exp Mar Biol Ecol 393:43–50

    Article  Google Scholar 

  • Heintz RA, Siddon EC, Farley EV, Napp JM (2013) Correlation between recruitment and fall condition of age-0 pollock (Theragra chalcogramma) from the eastern Bering Sea under varying climate conditions. Deep Sea Res Part II 94:150–156

    Article  Google Scholar 

  • Helser TE, Colman JR, Anderl DM, Kastelle CR (2017) Growth dynamics of saffron cod (Eleginus gracilis) and Arctic cod (Boreogadus saida) in the Northern Bering and Chukchi Seas. Deep Sea Res Part II 135:66–77

    Article  Google Scholar 

  • Hunt GL Jr et al (2016) Advection in polar and sub-polar environments: Impacts on high latitude marine ecosystems. Prog Oceanogr 149:40–81

    Article  Google Scholar 

  • Hurst TP (2007) Causes and consequences of winter mortality in fishes. J Fish Biol 71:315–345

    Article  Google Scholar 

  • Johnson SW, Thedinga JF, Neff AD, Harris PM, Lindeberg MR, Maselko JM, Rice SD (2010) Fish assemblages in nearshore habitats of Prince William Sound, Alaska. Northwest Sci 84:266–280

    Article  Google Scholar 

  • Kattner G et al (2007) Perspectives on marine zooplankton lipids. Can J Fish Aquat Sci 64:1628–1639

    Article  CAS  Google Scholar 

  • Kimmel DG, Eisner LB, Wilson MT, Duffy-Anderson JT (2018) Copepod dynamics across warm and cold periods in the eastern Bering Sea: implications for walleye pollock (Gadus chalcogrammus) and the oscillating control hypothesis. Fish Oceanogr 27:143–158

    Article  Google Scholar 

  • Koenker BL, Copeman LA, Laurel BJ (2018a) Impacts of temperature and food availability on the condition of larval Arctic cod (Boreogadus saida) and walleye pollock (Gadus chalcogrammus). Ices J Mar Sci 75:2370–2385

    Article  Google Scholar 

  • Koenker BL, Laurel BJ, Copeman LA, Ciannelli L, HeD R (2018b) Effects of temperature and food availability on the survival and growth of larval Arctic cod (Boreogadus saida) and walleye pollock (Gadus chalcogrammus). Ices J Mar Sci 75:2386–2402

    Article  Google Scholar 

  • Kohlbach D et al (2017) Strong linkage of polar cod (Boreogadus saida) to sea ice algae-produced carbon: evidence from stomach content, fatty acid and stable isotope analyses. Prog Oceanogr 152:62–74

    Article  Google Scholar 

  • Kuletz KJ, Ferguson MC, Hurley B, Gall AE, Labunski EA, Morgan TC (2015) Seasonal spatial patterns in seabird and marine mammal distribution in the eastern Chukchi and western Beaufort seas: identifying biologically important pelagic areas. Prog Oceanogr 136:175–200

    Article  Google Scholar 

  • Laurel BJ, Spencer M, Iseri P, Copeman LA (2016) Temperature-dependent growth and behavior of juvenile Arctic cod (Boreogadus saida) and co-occurring North Pacific gadids. Polar Biol 39:1127–1135

    Article  Google Scholar 

  • Laurel BJ, Copeman LA, Spencer M, Iseri P (2017) Temperature-dependent growth as a function of size and age in juvenile Arctic cod (Boreogadus saida). Ices J Mar Sci 74:1614–1621

    Article  Google Scholar 

  • Laurel BJ, Copeman LA, Spencer M, Iseri P, Dominique R (2018) Comparative effects of temperature on rates of development and survival of eggs and yolk-sac larvae of Arctic cod (Boreogadus saida) and walleye pollock (Gadus chalcogrammus). Ices J Mar Sci 75:2403

    Article  Google Scholar 

  • Lee RF, Hagen W, Kattner G (2006) Lipid storage in marine zooplankton. Mar Ecol-Prog Ser 307:273–306

    Article  CAS  Google Scholar 

  • Logerwell E, Rand K, Danielson S, Sousa L (2018) Environmental drivers of benthic fish distribution in and around Barrow Canyon in the northeastern Chukchi Sea and western Beaufort Sea. Deep Sea Res Part II 152:170–181

    Article  Google Scholar 

  • Loseto L et al (2009) Summer diet of beluga whales inferred by fatty acid analysis of the eastern Beaufort Sea food web. J Exp Mar Biol Ecol 374:12–18

    Article  CAS  Google Scholar 

  • Lu YH, Ludsin SA, Fanslow DL, Pothoven SA (2008) Comparison of three microquantity techniques for measuring total lipids in fish. Can J Fish Aquat Sci 65:2233–2241

    Article  CAS  Google Scholar 

  • Marsh JM, Mueter FJ, Iken K, Danielson S (2017) Ontogenetic, spatial and temporal variation in trophic level and diet of Chukchi Sea fishes. Deep-Sea Res Part II 135:78–94

    Article  CAS  Google Scholar 

  • Martin BT, Heintz R, Danner EM, Nisbet RM (2017) Integrating lipid storage into general representations of fish energetics. J Anim Ecol 86:812–825

    Article  PubMed  Google Scholar 

  • McTigue N, Dunton K (2017) Trophodynamics of the Hanna Shoal Ecosystem (Chukchi Sea, Alaska): Connecting multiple end-members to a rich food web. Deep Sea Res Part II 144:175

    Article  CAS  Google Scholar 

  • Møller EF, Nielsen TG (2019) Borealization of Arctic zooplankton—smaller and less fat zooplankton species in Disko Bay, Western Greenland. Limnol Oceanogr. https://doi.org/10.1002/lno.11380

    Article  Google Scholar 

  • Moore SE, Stabeno PJ (2015) Synthesis of arctic research (SOAR) in marine ecosystems of the Pacific Arctic. Prog Oceanogr 136:1–11

    Article  Google Scholar 

  • Nelson RJ, Carmack EC, McLaughlin FA, Cooper GA (2009) Penetration of Pacific zooplankton into the western Arctic Ocean tracked with molecular population genetics. Mar Ecol Prog Ser 381:129–138. https://doi.org/10.3354/meps07940

    Article  CAS  Google Scholar 

  • NOAA Tides and Currents (2009) https://tidesandcurrents.noaa.gov/

  • Overland JE, Wang M (2013) When will the summer Arctic be nearly sea ice free? Geophys Res Lett 40:2097–2101

    Article  Google Scholar 

  • Parrish CC (2013) Lipids in marine ecosystems. ISRN Oceanography 2013:16

    Article  CAS  Google Scholar 

  • Parrish CC (1987) Separation of aquatic lipid classes by chromarod thin-layer chromatography with measurement by Iatroscan flame ionization detection. Can J Fish Aquat Sci 44:722–731

    Article  CAS  Google Scholar 

  • Pethybridge HR, Parrish CC, Morrongiello J, Young JW, Farley JH, Gunasekera RM, Nichols PD (2015) Spatial patterns and temperature predictions of tuna fatty acids: tracing essential nutrients and changes in primary producers. PLoS ONE 10:17

    Article  CAS  Google Scholar 

  • Pinchuk AI, Eisner LB (2017) Spatial heterogeneity in zooplankton summer distribution in the eastern Chukchi Sea in 2012–2013 as a result of large-scale interactions of water masses. Deep Sea Res Part II 135:27–39

    Article  CAS  Google Scholar 

  • Post JR, Parkinson EA (2001) Energy allocation strategy in young fish: allometry and survival. Ecology 82:1040–1051

    Article  Google Scholar 

  • Renaud PE, Berge J, Varpe O, Lonne OJ, Nahrgang J, Ottesen C, Hallanger I (2012) Is the poleward expansion by Atlantic cod and haddock threatening native polar cod, Boreogadus saida? Polar Biol 35:401–412

    Article  Google Scholar 

  • Rijnsdorp AD, Peck MA, Engelhard GH, Möllmann C, Pinnegar JK (2009) Resolving the effect of climate change on fish populations. Ices J Mar Sci 66:1570–1583

    Article  Google Scholar 

  • Shuter BJ, Post JR (1990) Climate, population viability, and the zoogeography of temperate fishes. Trans Am Fish Soc 119:314–336

    Article  Google Scholar 

  • Siddon EC, Heintz RA, Mueter FJ (2013a) Conceptual model of energy allocation in walleye pollock (Theragra chalcogramma) from age-0 to age-1 in the southeastern Bering Sea. Deep Sea Res II 94:140–149

    Article  Google Scholar 

  • Siddon EC, Kristiansen T, Mueter FJ, Holsman KK, Heintz RA, Farley EV (2013b) Spatial match-mismatch between juvenile fish and prey provides a mechanism for recruitment variability across contrasting climate conditions in the eastern Bering Sea. PLoS ONE 8:e84526

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Sogard SM (1997) Size-selective mortality in the juvenile stage of teleost fishes: a review. Bull Mar Sci 60:1129–1157

    Google Scholar 

  • Spear A, Duffy-Anderson J, Kimmel D, Napp J, Randall J, Stabeno P (2019) Physical and biological drivers of zooplankton communities in the Chukchi Sea. Polar Biol 42:1107–1124

    Article  Google Scholar 

  • St John MA, Lund T (1996) Lipid biomarkers: linking the utilization of frontal plankton biomass to enhanced condition of juvenile North Sea cod. Mar Ecol-Prog Ser 131:75–85

    Article  Google Scholar 

  • Stevens CJ, Deibel D, Parrish CC (2004) Species-specific differences in lipid composition and omnivory indices in Arctic copepods collected in deep water during autumn (North Water Polynya). Mar Biol 144:905–915

    Article  CAS  Google Scholar 

  • Suthers IM (1998) Bigger? Fatter? Or is faster growth better? Considerations on condition in larval and juvenile coral-reef fish. Aust J Ecol 23:265–273

    Article  Google Scholar 

  • Timmermans ML, Ladd C, Wood K (2017) Sea surface temperature [in Arctic Report Card 2017]. http://www.arcticnoaagov/Report-Card

  • Tocher DR, Bendiksen EA, Campbell PJ, Bell JG (2008) The role of phospholipids in nutrition and metabolism of teleost fish. Aquaculture 280:21–34

    Article  CAS  Google Scholar 

  • Trudel M, Tucker S, Morris JFT, Higgs DA, Welch DW (2005) Indicators of energetic status in juvenile coho salmon and chinook salmon. North Am J Fish Manag 25:374–390

    Article  Google Scholar 

  • Vestfals CD, Mueter FJ, Duffy-Anderson JT, Busby MS, De Robertis A (2019) Spatio-temporal distribution of polar cod (Boreogadus saida) and saffron cod (Eleginus gracilis) early life stages in the Pacific Arctic. Polar Biol 42:969–990

    Article  Google Scholar 

  • Viso AC, Marty JC (1993) Fatty-acids from 28 marine microalgae. Phytochemistry 34:1521–1533

    Article  CAS  Google Scholar 

  • Vollenweider JJ, Heintz RA, Schaufler L, Bradshaw R (2011) Seasonal cycles in whole-body proximate composition and energy content of forage fish vary with water depth. Mar Biol 158:413–427

    Article  PubMed  Google Scholar 

  • Wassmann P (2006) Structure and function of contemporary food webs on Arctic shelves: an introduction. Prog Oceanogr 71:123–128

    Article  Google Scholar 

  • Whitehouse GA, Aydin K, Essington TE, Hunt GL (2014) A trophic mass balance model of the eastern Chukchi Sea with comparisons to other high-latitude systems. Polar Biol 37:911–939

    Article  Google Scholar 

  • Wolotira RJ (1985) Saffron Cod (Eleginus Gracilis) in Western Alaska: The Resource and Its Potential. National Oceanic and Atmospheric Administration, National Marine Fisheries Service, Northwest and Alaska Fisheries Center

  • Woodgate RA (2018) Increases in the Pacific inflow to the Arctic from 1990 to 2015, and insights into seasonal trends and driving mechanisms from year-round Bering Strait mooring data. Prog Oceanogr 160:124–154

    Article  Google Scholar 

  • Woodgate RA, Stafford KM, Prahl FG (2015) A synthesis of year-round interdisciplinary mooring measurements in the Bering Strait (1990–2014) and the RUSALCA years (2004–2011). Oceanography 28:46–67

    Article  Google Scholar 

Download references

Acknowledgements

We would like to thank the field crews of the Arctic EIS, SHELFZ, and ACES surveys for helping with the collections of polar cod and saffron cod in 2012 and 2013. Fish in this study were supplied from field collections that were supported by both the Bureau of Ocean Energy Management (BOEM) and Coastal Impact Assistance Programs (CIAP). We would like to thank Franz Mueter (University of Alaska) for their helpful advice and coordination of the large Arctic EIS project. We would also like to acknowledge Michele Ottmar, Scott Hains, Paul Iseri, and Chris Magel for their help with polar cod husbandry. Finally, we would like to thank Karolin Klinck, Leah Finberg, and Kristina McCann-Grosvenor for their help with field-collected fish dissections and extractions. We would like to thank Carlissa Salant, Michelle Stowell, and Jami Ivory for their help with larval sampling, lipid extraction, and Iatroscan of laboratory-reared larval polar cod. Finally, we would like to thank the North Pacific Research Board for Grant # 1228 that supported our research on juvenile Arctic gadids. The findings and conclusions in the paper are those of the author(s) and do not necessarily represent the views of the National Marine Fisheries Service. Reference to trade names does not imply endorsement by the National Marine Fisheries Service, NOAA.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Louise Copeman.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This article belongs to the special issue on the “Arctic Gadids in a Changing Climate”, coordinated by Franz Mueter, Haakon Hop, Benjamin Laurel, Caroline Bouchard, and Brenda Norcross.

Appendix 1

Appendix 1

Best-fit three-parameter models Gaussian peak fit models (y = a × exp(− 0.5 × ((xix0)/b)2)) for the relationship between condition factors and lipid biomarkers with binned fish length (standard length, 10 mm increments) for both polar cod and saffron cod (Figs. 2 and 3). Here, Y refers to the condition factor or lipid parameter density, a is the maximum value of condition factor or lipid density (mg g−1), X0 is the length at which the slope is zero or the maximum peak value, Xi is any given length (mm), and b is the width of the condition factor or lipid/biomarker density peak. Size bins were only used if more than 5 fish were present in a size bin. Data from 60 to 70 mm in standard length were omitted from size bins due to overlapping age-0 and age-1 fish. All fish were aged using otolith examination and all fish were collected in August and September and therefore represent the condition of fish at the end of the summer.

Condition/dietary metric

Species

# of size bins

a

b

X0

Adjusted R2

Fulton’s K

Polar cod

13

0.68

92.09

130.90

0.89

 

Saffron cod

8

0.85

66.75

82.91

0.82

Total lipids per WWT (mg g−1)

Polar cod

8

40.29

44.82

77.66

0.72

 

Saffron cod

8

23.72

32.99

68.35

0.60

Total FA per WWT (mg g−1)

Polar cod

9

33.47

45.56

78.60

0.95

 

Saffron cod

8

18.82

49.94

68.23

0.52

Total diatom marker (mg g−1)

Polar cod

9

10.08

36.29

83.49

0.78

 

Saffron cod

8

5.41

38.47

82.52

0.68

Total Calanus marker (mg g−1)

Polar cod

9

7.97

45.67

71.26

0.48

 

Saffron cod

8

1.26

35.44

55.52

0.18

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Copeman, L., Spencer, M., Heintz, R. et al. Ontogenetic patterns in lipid and fatty acid biomarkers of juvenile polar cod (Boreogadus saida) and saffron cod (Eleginus gracilis) from across the Alaska Arctic. Polar Biol 43, 1121–1140 (2020). https://doi.org/10.1007/s00300-020-02648-9

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00300-020-02648-9

Keywords

Navigation