Comparison of Fatty Acid Contents in Major Lipid Classes of Seven Salmonid Species from Siberian Arctic Lakes
Abstract
:1. Introduction
2. Materials and Methods
2.1. Sampling
2.2. Lipid and Fatty Acid Analyses
2.3. Statistical Analysis
3. Results
4. Discussion
4.1. Main Finding
4.2. Fatty Acid Markers in Fish Total Lipids, TAG and PL
4.3. Content of Essential LC-PUFA in Fish PL and TAG
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Common and Species Name | Lake | n | L | W | Food |
---|---|---|---|---|---|
Charr Salvelinus drjagini | Sobachye | 9 | 608 ± 17 | 2371 ± 271 | Fish (salmonids) |
Whitefish Coregonus lavaretus | Sobachye | 7 | 480 ± 23 | 1153 ± 167 | Amphipods, mollusks, chironomid larvae |
Muksun Coregonus muksun | Pyasino | 8 | 492 ± 14 | 1271 ± 160 | Ostracods, mollusks, chironomid larvae, detritus |
Inconnu Stenodus leucichthys nelma | Pyasino | 5 | 675 ± 86 | 3239 ± 1581 | Fish |
Broad whitefish Coregonus nasus | Pyasino | 10 | 563 ± 17 | 1916 ± 183 | Gastropods, detritus |
Round whitefish Prosopium cylindraceum | Sobachye | 7 | 409 ± 7 | 488 ± 27 | Caddisfly and chironomid larvae, filamentous algae |
Whitefish Coregonus lavaretus non-identified form | Sobachye | 7 | 402 ± 12 | 568 ± 80 | Chironomid and other insect pupa and adults |
Common and Species Name | Moisture | Lipids | Total Fatty Acids |
---|---|---|---|
Charr Salvelinus drjagini | 69.8 ± 1.3 | 155.8 ± 7.4 | 78.8 ± 5.1 D |
Whitefish Coregonus lavaretus | 69.8 ± 1.4 | 82.0 ± 1.9 | 62.7 ± 7.2 CD |
Muksun Coregonus muksun | 74.4 ± 1.0 | n.d. | 45.4 ± 8.7 BC |
Inconnu Stenodus leucichthys nelma | 72.1 ± 2.6 | 68.4 ± 11.4 | 36.5 ± 10.0 ABC |
Broad whitefish Coregonus nasus | 73.8 ± 1.4 | n.d. | 31.9 ± 5.1 AB |
Round whitefish Prosopium cylindraceum | 76.1 ± 0.6 | 39.1 ± 3.3 | 13.8 ± 1.3 A |
Whitefish Coregonus lavaretus non-identified form | 76.0 ± 0.9 | 41.1 ± 2.1 | 11.5 ± 1.9 A |
Fatty Acid | Charr | Whitefish | Muksun | Inconnu | Broad Whitefish | Round Whitefish | Whitefish nd |
---|---|---|---|---|---|---|---|
14:0 | 4.0 ± 0.1 A | 2.9 ± 0.1 B | 4.2 ± 0.2 A | 3.4 ± 0.1 AC | 2.5 ± 0.2 B | 2.2 ± 0.2 B | 2.3 ± 0.2 B |
15:0 | 0.3 ± 0.0 A | 0.2 ± 0.0 CD | 0.5 ± 0.0 B | 0.4 ± 0.0 A | 0.5 ± 0.0 B | 0.2 ± 0.0 D | 0.3 ± 0.0 C |
16:0 | 15.4 ± 0.2 C | 14.9 ± 0.2 C | 15.2 ± 0.2 C | 16.3 ± 0.7 AC | 18.2 ± 0.4 AB | 16.6 ± 0.2 AC | 18.9 ± 0.8 B |
16:1n-9 | 0.4 ± 0.0 ABD | 0.2 ± 0.0 C | 0.3 ± 0.0 CD | 0.4 ± 0.0 AC | 0.5 ± 0.1 B | 0.2 ± 0.0 C | 0.4 ± 0.1 ABD |
16:1n-7 | 6.6 ± 0.2 B | 17.4 ± 0.5 D | 10.1 ± 0.3 AC | 13.4 ± 1.0 ACE | 11.8 ± 0.8 C | 15.2 ± 0.4 DE | 9.7 ± 1.4 BC |
15-17BFA | 1.8 ± 0.0 A | 1.0 ± 0.0 CD | 1.8 ± 0.1 A | 1.3 ± 0.0 AC | 2.5 ± 0.2 B | 0.6 ± 0.0 D | 1.0 ± 0.1 CD |
16PUFA | 0.2 ± 0.0 B | 4.6 ± 0.2 C | 2.3 ± 0.2 DE | 1.5 ± 0.2 AD | 1.3 ± 0.1 A | 2.9 ± 0.1 E | 1.5 ± 0.4 AD |
17:0 | 0.2 ± 0.0 A | 0.3 ± 0.0 D | 0.4 ± 0.0 B | 0.2 ± 0.0 AD | 0.4 ± 0.0 B | 0.1 ± 0.0 C | 0.2 ± 0.0 A |
18:0 | 3.2 ± 0.1 C | 1.9 ± 0.0 D | 2.4 ± 0.1 A | 2.5 ± 0.2 AB | 3.0 ± 0.1 BC | 2.8 ± 0.0 AB | 2.5 ± 0.2 A |
18:1n-9 | 17.9 ± 0.1 AC | 19.8 ± 0.2 C | 16.1 ± 0.4 A | 16.8 ± 0.8 AC | 16.3 ± 0.7 A | 11.7 ± 0.6 B | 12.3 ± 1.0 B |
18:1n-7 | 3.1 ± 0.0 C | 3.9 ± 0.1 AC | 4.0 ± 0.3 AC | 4.3 ± 0.2 AB | 5.1 ± 0.1 B | 4.6 ± 0.1 AB | 3.7 ± 0.5 AC |
18:2n-6 | 3.0 ± 0.1 AC | 2.1 ± 0.1 A | 2.8 ± 0.1 AC | 2.7 ± 0.2 AC | 4.7 ± 0.6 B | 3.7 ± 0.1 BC | 2.7 ± 0.3 AC |
18:3n-3 | 2.6 ± 0.1 AC | 1.3 ± 0.0 A | 2.9 ± 0.2 BC | 2.2 ± 0.2 AC | 3.8 ± 0.6 B | 2.7 ± 0.2 AB | 1.6 ± 0.1 AC |
18:4n-3 | 1.7 ± 0.0 | 1.8 ± 0.1 | 1.8 ± 0.1 | 1.6 ± 0.1 | 1.5 ± 0.2 | 1.4 ± 0.2 | 1.3 ± 0.2 |
∑20:1 * | 1.6 ± 0.0 AD | 1.2 ± 0.1 BCD | 2.3 ± 0.1 A | 2.1 ± 0.9 ABC | 1.7 ± 0.3 AB | 0.6 ± 0.0 C | 0.8 ± 0.1 BC |
20:2n-6 | 1.0 ± 0.0 C | 0.3 ± 0.0 A | 0.6 ± 0.0 B | 0.4 ± 0.0 A | 0.6 ± 0.0 B | 0.3 ± 0.0 A | 0.4 ± 0.1 A |
20:4n-6 | 1.9 ± 0.0 AC | 1.6 ± 0.0 CD | 2.4 ± 0.1 B | 2.3 ± 0.3 AB | 2.8 ± 0.1 B | 1.4 ± 0.1 D | 2.6 ± 0.2 B |
20:3n-3 | 1.5 ± 0.0 B | 0.2 ± 0.0 C | 0.6 ± 0.0 AB | 0.4 ± 0.0 ABC | 0.3 ± 0.0 AC | 0.2 ± 0.0 C | 0.4 ± 0.1 AC |
20:4n-3 | 2.9 ± 0.0 A | 0.7 ± 0.0 BC | 1.2 ± 0.1 AC | 1.1 ± 0.1 AC | 0.6 ± 0.0 B | 0.8 ± 0.0 BC | 0.8 ± 0.1 BC |
20:5n-3 | 4.8 ± 0.1 C | 10.4 ± 0.2 A | 9.6 ± 0.2 AB | 7.4 ± 0.7 ABC | 6.5 ± 0.3 BC | 10.2 ± 0.1 A | 10.3 ± 0.3 A |
22:5n-6 | 1.2 ± 0.0 B | 0.3 ± 0.0 C | 1.3 ± 0.1 B | 1.0 ± 0.1 AB | 0.8 ± 0.1 A | 0.3 ± 0.0 C | 0.8 ± 0.1 A |
22:4n-3 | 1.5 ± 0.1 C | 0.0 ± 0.0 AB | 0.1 ± 0.0 AC | 0.2 ± 0.1 AC | 0.0 ± 0.0 B | 0.0 ± 0.0 AB | 0.1 ± 0.0 ABC |
22:5n-3 | 3.0 ± 0.1 CD | 2.5 ± 0.1 AC | 2.5 ± 0.1 AC | 2.3 ± 0.1 A | 1.7 ± 0.1 B | 3.0 ± 0.0 D | 2.4 ± 0.1 A |
22:6n-3 | 12.1 ± 0.1 AC | 6.3 ± 0.2 D | 9.6 ± 0.6 ADE | 11.3 ± 1.1 ACD | 7.7 ± 0.9 AD | 14.4 ± 1.5 BCE | 20.1 ± 3.0 B |
24PUFA | 4.3 ± 0.3 B | 1.0 ± 0.1 AB | 1.1 ± 0.1 BC | 1.0 ± 0.2 AC | 0.7 ± 0.0 A | 0.8 ± 0.0 A | 0.6 ± 0.1 AC |
Fatty Acid | Charr | Whitefish | Muksun | Inconnu | Broad Whitefish | Round Whitefish | Whitefish nd |
---|---|---|---|---|---|---|---|
14:0 | 1.2 ± 0.1 AB | 0.9 ± 0.0 A | 1.1 ± 0.1 AB | 1.5 ± 0.2 B | 1.2 ± 0.1 AB | 0.9 ± 0.1 A | 1.4 ± 0.1 B |
15:0 | 0.2 ± 0.0 A | 0.2 ± 0.0 A | 0.4 ± 0.0 CD | 0.3 ± 0.0 BC | 0.5 ± 0.0 D | 0.2 ± 0.0 A | 0.3 ± 0.0 AB |
16:0 | 24.2 ± 0.4 A | 29.4 ± 0.5 BC | 26.3 ± 0.6 AB | 25.9 ± 0.5 AB | 27.3 ± 0.8 AB | 29.1 ± 1.3 BC | 31.7 ± 1.1 C |
16:1n-9 | 0.3 ± 0.0 AB | 0.1 ± 0.0 A | 0.3 ± 0.0 BC | 0.2 ± 0.1 AB | 0.5 ± 0.1 C | 0.2 ± 0.0 AB | 0.3 ± 0.1 BC |
16:1n-7 | 1.3 ± 0.1 A | 2.2 ± 0.1 BC | 1.9 ± 0.2 AB | 2.3 ± 0.1 B | 2.9 ± 0.2 B | 4.1 ± 0.2 D | 3.0 ± 0.2 C |
15-17BFA | 0.6 ± 0.0 C | 0.1 ± 0.0 A | 0.4 ± 0.0 BC | 0.3 ± 0.0 AB | 0.6 ± 0.1 C | 0.2 ± 0.0 AB | 0.3 ± 0.1 AB |
16PUFA | 0.0 ± 0.0 A | 0.2 ± 0.0 B | 0.1 ± 0.1 AB | 0.1 ± 0.0 AB | 0.1 ± 0.0 AB | 0.3 ± 0.0 C | 0.1 ± 0.0 AB |
17:0 | 0.2 ± 0.0 A | 0.2 ± 0.0 AB | 0.3 ± 0.0 B | 0.2 ± 0.0 AB | 0.3 ± 0.0 B | 0.1 ± 0.0 A | 0.2 ± 0.0 A |
18:0 | 2.8 ± 0.1 AB | 2.1 ± 0.1 A | 3.0 ± 0.1 B | 2.9 ± 0.3 AB | 2.2 ± 0.2 A | 3.4 ± 0.2 B | 2.8 ± 0.3 AB |
18:1n-9 | 6.2 ± 0.3 AB | 6.5 ± 0.2 AB | 6.6 ± 0.4 AB | 7.8 ± 0.4 B | 6.1 ± 0.5 A | 5.6 ± 0.3 A | 6.9 ± 0.3 AB |
18:1n-7 | 1.6 ± 0.1 A | 1.7 ± 0.1 AB | 2.2 ± 0.2 BC | 2.4 ± 0.1 C | 2.5 ± 0.1 C | 3.3 ± 0.2 D | 2.4 ± 0.3 C |
18:2n-6 | 0.7 ± 0.0 A | 0.8 ± 0.0 A | 1.0 ± 0.0 A | 1.1 ± 0.1 A | 2.5 ± 0.4 B | 1.6 ± 0.0 A | 1.4 ± 0.3 A |
18:3n-3 | 0.6 ± 0.0 AB | 0.4 ± 0.0 A | 1.0 ± 0.1 ABC | 1.0 ± 0.2 ABC | 2.1 ± 0.4 C | 1.3 ± 0.1 BC | 0.7 ± 0.1 ABC |
18:4n-3 | 0.1 ± 0.0 AB | 0.0 ± 0.0 A | 0.2 ± 0.0 B | 0.2 ± 0.0 AB | 0.1 ± 0.0 AB | 0.3 ± 0.0 B | 0.2 ± 0.1 AB |
∑20:1 | 0.2 ± 0.0 BC | 0.1 ± 0.0 A | 0.3 ± 0.0 C | 0.1 ± 0.0 ABC | 0.1 ± 0.0 AB | 0.2 ± 0.0 ABC | 0.2 ± 0.1 AC |
20:2n-6 | 0.2 ± 0.0 BC | 0.0 ± 0.0 A | 0.1 ± 0.0 AB | 0.1 ± 0.0 A | 0.2 ± 0.0 C | 0.1 ± 0.0 AC | 0.1 ± 0.0 AB |
20:4n-6 | 3.9 ± 0.1 BC | 3.0 ± 0.1 AB | 4.1 ± 0.2 C | 3.8 ± 0.3 BC | 5.6 ± 0.3 D | 2.4 ± 0.1 A | 3.2 ± 0.2 ABC |
20:3n-3 | 0.5 ± 0.0 C | 0.1 ± 0.0 A | 0.2 ± 0.0 B | 0.1 ± 0.0 AB | 0.2 ± 0.0 B | 0.1 ± 0.0 AB | 0.1 ± 0.0 AB |
20:4n-3 | 1.1 ± 0.0 B | 0.3 ± 0.0 A | 0.5 ± 0.0 AB | 0.5 ± 0.1 AB | 0.4 ± 0.1 A | 0.5 ± 0.0 AB | 0.4 ± 0.0 A |
20:5n-3 | 7.9 ± 0.2 A | 16.6 ± 0.6 D | 12.5 ± 0.3 BC | 11.2 ± 1.1 BC | 10.9 ± 0.4 B | 13.6 ± 1.0 C | 10.0 ± 0.5 AB |
22:5n-6 | 2.4 ± 0.1 C | 0.6 ± 0.0 A | 2.0 ± 0.3 C | 1.7 ± 0.2 BC | 2.2 ± 0.2 C | 0.4 ± 0.0 A | 0.9 ± 0.1 AB |
22:4n-3 | 0.2 ± 0.0 B | 0.0 ± 0.0 A | 0.0 ± 0.0 A | 0.0 ± 0.0 A | 0.0 ± 0.0 A | 0.0 ± 0.0 A | 0.0 ± 0.0 A |
22:5n-3 | 2.5 ± 0.0 A | 2.7 ± 0.2 AB | 2.5 ± 0.1 A | 2.4 ± 0.3 A | 2.6 ± 0.1 AB | 3.2 ± 0.3 B | 2.1 ± 0.1 A |
22:6n-3 | 39.9 ± 0.5 D | 31.1 ± 0.7 BC | 31.8 ± 0.5 C | 32.4 ± 0.9 C | 26.4 ± 0.6 A | 27.9 ± 0.7 AB | 30.1 ± 1.1 BC |
24PUFA | 0.3 ± 0.1 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.4 ± 0.4 | 0.1 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 |
Sum FA | 3.0 ± 0.2 AB | 3.3 ± 0.5 AB | 3.2 ± 0.9 AB | 2.6 ± 0.2 AB | 3.4 ± 0.2 B | 3.2 ± 0.7 AB | 2.1 ± 0.2 A |
Fatty Acid | Charr | Whitefish | Muksun | Inconnu | Broad Whitefish | Round Whitefish | Whitefish nd |
---|---|---|---|---|---|---|---|
14:0 | 4.4 ± 0.1 CD | 3.3 ± 0.1 B | 4.8 ± 0.3 D | 3.9 ± 0.0 BC | 2.7 ± 0.2 A | 3.1 ± 0.2 B | 3.5 ± 0.4 ABC |
15:0 | 0.3 ± 0.0 B | 0.2 ± 0.0 AB | 0.5 ± 0.0 C | 0.4 ± 0.0 BC | 0.5 ± 0.1 C | 0.2 ± 0.0 A | 0.3 ± 0.0 AB |
16:0 | 16.7 ± 0.4 C | 14.6 ± 0.2 AB | 14.6 ± 0.8 AB | 15.9 ± 0.7 B | 17.4 ± 0.3 C | 12.9 ± 0.4 A | 15.7 ± 0.5 B |
16:1n-9 | 0.8 ± 0.3 B | 0.3 ± 0.0 A | 0.4 ± 0.0 AB | 0.4 ± 0.1 AB | 0.8 ± 0.1 B | 0.3 ± 0.0 A | 0.5 ± 0.1 AB |
16:1n-7 | 7.9 ± 0.4 A | 19.4 ± 0.8 C | 12.6 ± 1.3 B | 15.9 ± 1.4 BC | 13.2 ± 0.7 B | 24.5 ± 1.2 D | 15.7 ± 0.9 BC |
15-17BFA | 2.0 ± 0.2 BCD | 1.0 ± 0.0 AB | 1.9 ± 0.1 CD | 1.1 ± 0.1 ABC | 2.8 ± 0.4 D | 0.7 ± 0.1 A | 1.4 ± 0.1 AB |
16PUFA | 0.4 ± 0.1 A | 4.8 ± 0.2 C | 3.0 ± 0.6 B | 1.6 ± 0.4 AB | 1.3 ± 0.2 AB | 5.4 ± 0.7 C | 2.2 ± 0.5 B |
17:0 | 0.2 ± 0.0 AB | 0.3 ± 0.0 BC | 0.3 ± 0.0 C | 0.2 ± 0.0 AB | 0.5 ± 0.0 D | 0.1 ± 0.0 A | 0.3 ± 0.0 BC |
18:0 | 3.4 ± 0.1 C | 1.9 ± 0.0 A | 2.4 ± 0.1 A | 2.5 ± 0.3 AB | 3.2 ± 0.1 BC | 2.5 ± 0.1 A | 2.6 ± 0.3 A |
18:1n-9 | 19.2 ± 0.6 BC | 21.5 ± 0.4 C | 16.8 ± 1.0 AB | 18.9 ± 1.4 B | 17.8 ± 0.8 AB | 14.6 ± 0.8 A | 18.3 ± 0.6 B |
18:1n-7 | 2.9 ± 0.4 A | 4.2 ± 0.1 AB | 4.6 ± 0.4 BC | 4.9 ± 0.2 BC | 5.9 ± 0.3 C | 5.9 ± 0.4 C | 4.8 ± 0.5 BC |
18:2n-6 | 3.2 ± 0.1 AB | 2.2 ± 0.1 A | 3.0 ± 0.1 AB | 3.0 ± 0.4 AB | 5.4 ± 0.6 D | 5.1 ± 0.1 CD | 3.9 ± 0.3 BC |
18:3n-3 | 2.6 ± 0.1 AB | 1.4 ± 0.1 A | 3.0 ± 0.2 BC | 2.4 ± 0.3 A | 4.0 ± 0.5 C | 3.6 ± 0.4 BC | 2.2 ± 0.2 AB |
18:4n-3 | 1.6 ± 0.1 | 1.8 ± 0.1 | 1.8 ± 0.1 | 1.7 ± 0.2 | 1.5 ± 0.2 | 1.9 ± 0.3 | 2.1 ± 0.4 |
∑20:1 | 1.3 ± 0.0 BC | 1.0 ± 0.1 AB | 1.9 ± 0.2 C | 2.0 ± 0.9 ABC | 1.7 ± 0.3 BC | 0.7 ± 0.1 A | 1.3 ± 0.1 ABC |
20:2n-6 | 0.9 ± 0.0 C | 0.2 ± 0.0 A | 0.6 ± 0.0 B | 0.4 ± 0.0 AB | 0.4 ± 0.1 AB | 0.3 ± 0.0 AB | 0.5 ± 0.1 B |
20:4n-6 | 1.7 ± 0.0 BC | 1.4 ± 0.0 B | 2.1 ± 0.1 D | 1.9 ± 0.2 CD | 2.3 ± 0.1 D | 0.6 ± 0.0 A | 1.7 ± 0.1 BCD |
20:3n-3 | 1.4 ± 0.0 C | 0.1 ± 0.0 A | 0.5 ± 0.1 BC | 0.4 ± 0.0 ABC | 0.3 ± 0.0 AB | 0.2 ± 0.0 AB | 0.4 ± 0.1 AB |
20:4n-3 | 2.7 ± 0.1 C | 0.7 ± 0.1 AB | 1.2 ± 0.1 BC | 1.2 ± 0.1 ABC | 0.6 ± 0.0 A | 0.9 ± 0.1 AB | 0.9 ± 0.1 AB |
20:5n-3 | 4.4 ± 0.1 A | 9.4 ± 0.2 D | 9.0 ± 0.3 D | 6.5 ± 1.0 BC | 5.3 ± 0.4 AB | 7.0 ± 0.5 BC | 8.6 ± 0.5 CD |
22:5n-6 | 0.9 ± 0.0 D | 0.2 ± 0.0 AB | 1.0 ± 0.1 D | 0.7 ± 0.1 CD | 0.5 ± 0.1 BC | 0.0 ± 0.0 A | 0.4 ± 0.1 AB |
22:4n-3 | 1.3 ± 0.0 B | 0.0 ± 0.0 A | 0.1 ± 0.0 A | 0.2 ± 0.1 A | 0.0 ± 0.0 A | 0.0 ± 0.0 A | 0.1 ± 0.0 A |
22:5n-3 | 2.7 ± 0.1 B | 2.2 ± 0.1 B | 2.4 ± 0.2 B | 2.1 ± 0.2 B | 1.4 ± 0.1 A | 2.3 ± 0.1 B | 2.1 ± 0.2 B |
22:6n-3 | 9.9 ± 0.2 C | 4.1 ± 0.2 B | 6.4 ± 0.3 C | 7.8 ± 0.8 C | 4.1 ± 0.3 B | 2.4 ± 0.2 A | 6.6 ± 0.5 C |
24PUFA | 2.9 ± 0.1 B | 0.7 ± 0.1 A | 0.9 ± 0.1 AB | 0.6 ± 0.3 A | 0.7 ± 0.0 A | 0.6 ± 0.1 A | 0.7 ± 0.1 A |
Sum FA | 30.3 ± 4.7 AB | 33.2 ± 6.9 AB | 41.6 ± 15.0 B | 18.7 ± 7.0 AB | 19.5 ± 7.0 AB | 4.9 ± 1.2 A | 2.0 ± 0.5 A |
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Sushchik, N.N.; Makhutova, O.N.; Rudchenko, A.E.; Glushchenko, L.A.; Shulepina, S.P.; Kolmakova, A.A.; Gladyshev, M.I. Comparison of Fatty Acid Contents in Major Lipid Classes of Seven Salmonid Species from Siberian Arctic Lakes. Biomolecules 2020, 10, 419. https://doi.org/10.3390/biom10030419
Sushchik NN, Makhutova ON, Rudchenko AE, Glushchenko LA, Shulepina SP, Kolmakova AA, Gladyshev MI. Comparison of Fatty Acid Contents in Major Lipid Classes of Seven Salmonid Species from Siberian Arctic Lakes. Biomolecules. 2020; 10(3):419. https://doi.org/10.3390/biom10030419
Chicago/Turabian StyleSushchik, Nadezhda N., Olesia N. Makhutova, Anastasia E. Rudchenko, Larisa A. Glushchenko, Svetlana P. Shulepina, Anzhelika A. Kolmakova, and Michail I. Gladyshev. 2020. "Comparison of Fatty Acid Contents in Major Lipid Classes of Seven Salmonid Species from Siberian Arctic Lakes" Biomolecules 10, no. 3: 419. https://doi.org/10.3390/biom10030419