RESEARCH ARTICLE
SA JOURNAL OF DIABETES & VASCULAR DISEASE
70
VOLUME 16 NUMBER 2 • NOVEMBER 2019
dietary intake may be a worthy approach to decrease elongation of
n-
6 FAs leading to reduced plasma C20:4
n-
6 levels and increased
plasma levels of C22:6
n-
3 and C20:5
n-
3.
58
As C18:3
n-
3 is an
essential FA, this pattern, identified in our study participants, is
probably related to food intake and therefore indicative of a higher
intake of vegetable oils, legumes, nuts and seeds.
61
Strengths and limitations
A rigorous methodological approach of sequential regression
modelling enabled us to investigate the associations between
dietary FA and plasma phospholipid FA patterns, respectively, and
measures of adiposity and the MetS. Another strength of our study
is the use of both dietary FA and plasma phospholipid FA patterns,
27
which is a preferred method to investigate the association between
diet and diseases.
27
Our work is not free of limitations. Firstly, inaccuracies
associated with collecting dietary intake data may have influenced
the dietary FA results; however, in our population, fieldworkers
collecting dietary data were intensively trained and supervised, and
both under- and over-reporters of dietary intake were excluded.
50
In addition, repeatability of the QFFQ was also demonstrated.
10
Secondly, the cross-sectional design does not account for possible
reverse causation between measures of adiposity and dietary FA
intake or plasma phospholipid FA concentration, nor can causality
be inferred. Thirdly, a possible limitation of the study is incomplete
information on FA composition in the food composition databases.
This limitation was compensated for by our study design that also
considered plasma phospholipid FAs. Fourthly, we assessed the
associations with indirect measurements of adiposity, including
BMI, WHtR and WC, as secondary markers of total and central
adiposity, whereas imaging methods would better differentiate
between lean and fat mass.
Conclusion
To our knowledge, this is the first study to investigate and
document novel data on dietary FA and plasma phospholipid FA
patterns and their association with measures of adiposity and the
MetS in a selected group of black South African adults. This study
presents evidence that although marginal association was found
with dietary FA patterns, some circulating plasma phospholipid
FA patterns were more strongly and significantly associated with
BMI, WC, WHtR and the MetS. The high-Satfat and
n-
3 VLC-PUFA
patterns were positively associated with adiposity and the MetS,
whereas the
n-
9 LC-MUFA and
n-
3 EFA patterns were inversely
associated with adiposity. These patterns may suggest possible
differences in FA metabolism between lean and overweight/obese
individuals. It should also be considered that, in a study population
with low-fat intakes, such as the PURE participants, plasma FA
levels may reflect endogenous FA generation rather than dietary
intakes, which could result in different findings than those reported
in other studies from affluent communities.
Our results are not sufficiently conclusive to make
recommendations on dietary FA intakes in this population. Further
prospective cohort studies that explain possible differences in
characteristics of FA metabolism among black South African men
and women are needed. More studies that apply the use of dietary
FA and plasma or tissue FA patterns are required to determine
whether the results from the current study can be generalised to
the black population of African descent.
References
1. Vorster HH, Kruger A, Margetts BM. The nutrition transition in Africa: can it be
steered into a more positive direction?
Nutrients
2011;
3
(4): 429–441.
2. Shisana O, Labadarios D, Rehle T, Simbayi L, Zuma K, Dhansay A,
et al
. The South
African National Health and Nutrition Examination Survey, 2012: SANHANES-1:
the health and nutritional status of the nation. Cape Town: HSRC Press, 2014.
Report No.: 0796924767.
3. National Department of Health. South Africa Demographic and Health Survey
2016: Key Indicators. Pretoria, South Africa and Rockville, Maryland, USA: NDoH,
Stats SA, South African Medical Research Council and ICF, 2017.
4. Kruger HS, Venter CS, Vorster HH. Obesity in African women in the North West
Province, South Africa is associated with an increased risk of no
n-
communicable
diseases: the THUSA study.
Br J Nutr
2001;
86
(06): 733–740.
5. Lim SS, Vos T, Flaxman AD, Danaei G, Shibuya K, Adair-Rohani H,
et al
. A
comparative risk assessment of burden of disease and injury attributable to
67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic
analysis for the Global Burden of Disease Study 2010.
Lancet
2013;
380
(9859):
2224–2260.
6. Micha R, Khatibzadeh S, Shi P, Fahimi S, Lim S, Andrews KG,
et al
. Global,
regional, and national consumption levels of dietary fats and oils in 1990 and
2010: a systematic analysis including 266 country specific nutrition surveys.
Br
Med J
2014;
348
: 2272.
7. Bourne LT, Lambert EV, Steyn K. Where does the black population of South Africa
stand on the nutrition transition?
Public Health Nutr
2002;
5
(1A): 157–162.
8. Patterson EWR, Fitzgerald GF, Ross RP, Stanton C. Health implications of high
dietary omega-6 polyunsaturated fatty acids.
Nutr Metab Cardiovasc Dis
2012;
539426
: 1–6.
9. MacIntyre U, Kruger H, Venter C, Vorster H. Dietary intakes of an African
population in different stages of transition in the North West Province, South
Africa: the THUSA study.
Nutr Res
2002;
22
(3): 239–256.
10. Wentzel-Viljoen E, Lee S, Laubscher R, Vorster HH. Accelerated nutrition transition
in the North West Province of South Africa: results from the Prospective Urban
and Rural Epidemiology (PURE-NWP-SA) cohort study, 2005 to 2010.
Public
Health Nutr
2018;
21
: 1–12.
11. Smuts CM, Wolmarans P. The importance of the quality or type of fat in the diet:
a food-based dietary guideline for South Africa.
Sth Afr J Clin Nutr
2013;
26
(3):
S87–S99.
12. Dehghan MMA, Zhang X, Swaminathan S, Li W, Mohan V, Iqbal R,
et al
,
Prospective Urban Rural Epidemiology study investigators. Associations of fats
and carbohydrate intake with cardiovascular disease and mortality in 18 countries
from five continents (PURE): a prospective cohort study.
Lancet
2017;
390
(10107):
2050–2062.
13. Pickens CA, Sordillo LM, Comstock SS, Harris WS, Hortos K, Kovan B,
et al
.
Plasma phospholipids, no
n-
esterified plasma polyunsaturated fatty acids and
oxylipids are associated with BMI.
Prostaglandins, Leukotrienes Essential Fatty
Acids
2015;
95
: 31–40.
14. Fretts AMMD, Siscovick DS, King IB, McKnight B, Psaty BM, Rimm EB,
et al
.
Associations of plasma phospholipid SFAs with total and cause-specific mortality in
older adults differ according to SFA chain length.
J Nutr
2016;
146
(2): 298–305.
15. Yang WS, Chen PC, Hsu HC, Su TC, Lin HJ, Chen MF,
et al
. Differential effects of
saturated fatty acids on the risk of metabolic syndrome: a matched case-control
and meta-analysis study.
Metabolism
2018;
83
: 42–49.
16. Yamazaki Y, Kondo K, Maeba R, Nishimukai M, Nezu T, Hara H. The proportion
of nervonic acid in serum lipids is associated with serum plasmalogen levels and
metabolic syndrome.
J Oleo Sci
2014;
63
(5): 527–537.
17. Aglago EKBC, Torres-Mejía G, Angeles-Llerenas A, Gunter MJ, Romieu I, Chajès
V. Association between serum phospholipid fatty acids levels and adiposity in
Mexican women.
J Lipid Res
2017: P73643– P73677.
18. Mayneris-Perxachs J, Guerendiain M, Castellote AI, Estruch R, Covas MI, Fito M,
et al
. Plasma fatty acid composition, estimated desaturase activities, and their
relation with the metabolic syndrome in a population at high risk of cardiovascular
disease.
Clin Nutr
2013;
33
(1): 90–97.
19. Mozaffarian D, Cao H, King IB
et al
. Circulating palmitoleic acid and risk of
metabolic abnormalities and new-onset diabetes.
Am J Clin Nutr
2010;
92
(6):
1350–1358.
20. Micallef MMI, Phang M, Garg M. Plasma
n-
3 polyunsaturated fatty acids are
negatively associated with obesity.
Br J Nutr
2009;
102
(09): 1370–1374.
21. Huang T, Bhulaidok S, Cai Z, Xu T, Xu F, Wahlqvist ML,
et al
. Plasma phospholipids
n-
3 polyunsaturated fatty acid is associated with metabolic syndrome.
Mol Nutr
Food Res
2010;
54
(11): 1628–1635.
22. Li K, Brennan L, McNulty BA, Bloomfield JF, Duff DJ, Devlin NF,
et al
. Plasma fatty
acid patterns reflect dietary habits and metabolic health: A cross-sectional study.
Mol Nutr Food Res
2016;
60
(9): 2043–2052.
23. Kabagambe EK, Tsai MY, Hopkins PN, Ordovas JM, Peacock JM, Borecki IB,
et al
.
Erythrocyte fatty acid composition and the metabolic syndrome: a National Heart,
Lung, and Blood Institute GOLDN study.
Clin Chem
2008;
54
(1): 154–162.