| Literature DB >> 33187281 |
Hirohito Tsuboi1,2, Hiroyuki Sakakibara3,4, Masahiro Matsunaga2,5, Asami Tatsumi6, Kimiko Yamakawa-Kobayashi4, Naoko Yoshida1, Kayoko Shimoi4.
Abstract
Background: Omega (ω) 3 fatty acid (FA) is a polyunsaturated FA (PUFA) that can modulate some mental statuses. However, most studies have not considered the functional differences between eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA). We investigated associations among happiness, a sense of fulfillment and serum ω3 PUFA levels.Entities:
Keywords: a sense of fulfillment; docosahexaenoic acid; eicosapentaenoic acid; happiness; linoleic acid; α-linolenic acid
Mesh:
Substances:
Year: 2020 PMID: 33187281 PMCID: PMC7696953 DOI: 10.3390/nu12113462
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Characteristics and clinical variables of the participants (n = 133).
| Variable | Mean ± SD | Range |
|---|---|---|
| Age (years) | 45.4 ± 13.24 | 19–75 |
| BMI (kg/m2) | 21.7 ± 3.35 | 15.8–32.8 |
| SHS scores * | 16.7 ± 2.82 | 10–28 |
| Sense of fulfillment (%) | 55.6 ± 22.00 | 0–100 |
| Occupational status |
| (%) |
| Licensed nurse or caregiver | 90 | 67.7 |
| Others without license | 43 | 32.3 |
| Physical and lifestyle variables |
| (%) |
| Menopause | ||
| No | 71 | 53.4 |
| Yes | 62 | 46.6 |
| Smoking status | ||
| Ex- or non-smoker | 103 | 77.4 |
| Current smoker | 30 | 22.6 |
| Current alcohol consumption | ||
| (Almost) Never | 112 | 84.2 |
| ≥Twice per week | 21 | 15.8 |
| Eating Breakfast | ||
| No or sometimes | 16 | 12.0 |
| Yes | 117 | 88.0 |
| Eating between meals | ||
| No or seldom | 57 | 42.9 |
| Yes | 76 | 57.1 |
| Leisure-time physical activities | ||
| <A few per month | 104 | 78.2 |
| ≥once per week | 29 | 21.8 |
| Serum profile of lipids | Mean ± SD | Range |
| Triglycerides (mMol/L) | 0.984 ± 0.4784 | 0.33–2.38 |
| Total cholesterol (mMol/L) | 5.51 ± 1.128 | 3.39–8.28 |
| Non-esterified fatty acid (mEq/L) | 0.65 ± 0.239 | 0.20–1.27 |
| FA concentrations (µmol/L) | Mean ± SD | Range |
| ω6 PUFA | 4165 ± 754.9 | 2763–6937 |
| Linoleic acid (LA) * | 3392 ± 623.0 | 2068–4806 |
| Arachidonic acid (AA) | 570.71 ± 125.79 | 296–1003 |
| Dihomo-γ-linolenic acid | 115.1 ± 37.87 | 40.5–204.2 |
| γ-Linolenic acid * | 32.77± 19.734 | 3.6–94.1 |
| Eicosadienoic acid | 18.46 ± 4.320 | 9.7–29.8 |
| Docosatetraenoic acid | 13.59 ± 4.187 | 0.0–24.1 |
| ω3 PUFA | 741.8 ± 296.6 | 265–1836 |
| Docosahexaenoic acid (DHA) | 414.7 ± 150.50 | 152–889 |
| Eicosapentaenoic acid (EPA) * | 184.5 ± 113.12 | 25.0–549.0 |
| α-Linolenic acid (ALA) | 81.77 ± 30.809 | 28.0–183.2 |
| Docosapentaenoic acid | 56.39 ± 21.077 | 19.4–121.9 |
BMI: body mass index. SHS: subjective happiness scale. FA: fatty acid. PUFA: poly-unsaturated FA, SD: standard deviation. * An outlier (>mean + 4SD) was excluded (n = 132).
Partial correlations between psychological indices and significant serum PUFA levels.
| Correlation Coefficient | SHS Score | Fulfillment | LA | AA | DGLA | LNA | EDA | DTA | DHA | EPA | ALA | DPA |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SHS score | ||||||||||||
| Fulfillment | 0.24 * | |||||||||||
| LA (%) | −0.17 | −0.07 | ||||||||||
| AA (%) | 0.02 | 0.12 | −0.11 | |||||||||
| DGLA (%) | 0.01 | −0.04 | −0.25 ** | 0.13 | ||||||||
| LNA (%) | 0.01 | 0.03 | −0.45 *** | 0.27 ** | 0.56 *** | |||||||
| EDA (%) | −0.1 | −0.25 | 0.05 | −0.16 | 0.40 *** | −0.08 | ||||||
| DTA (%) | −0.03 | 0.01 | −0.16 | 0.32 *** | 0.54 *** | 0.50 *** | 0.25 * | |||||
| DHA (%) | 0.20 * | 0.21 * | −0.35 *** | 0.09 | −0.19 * | −0.17 | −0.06 | −0.30 ** | ||||
| EPA (%) a | 0.27 ** | 0.20 * | −0.32 *** | 0.095 | −0.28 ** | −0.09 | −0.28 ** | −0.35 *** | 0.78 *** | |||
| ALA (%) | −0.01 | −0.30 ** | −0.05 | −0.44 *** | −0.06 | −0.07 | 0.40 *** | −0.14 | 0.01 | −0.06 | ||
| DPA (%) | 0.14 | 0.15 | −0.50 *** | 0.03 | −0.03 | 0.09 | 0.04 | −0.09 | 0.81 *** | 0.66 *** | 0.10 |
SHS: subjective happiness scale, Fulfillment: a sense of fulfillment (%), LA: linoleic acid, AA: arachidonic acid, DGLA: dihomo-γ-linolenic acid, LNA: γ-linolenic acid, EDA: eicosadienoic acid, DTA: docosatetraenoic acid, DHA: docosahexaenoic acid, EPA: eicosapentaenoic acid, ALA: α-linolenic acid, DPA: docosapentaenoic acid, BMI: body mass index. Adjusted for age, BMI, menopause, snacking habits and leisure-time physical activities. a An outlier (> mean + 4SD) was excluded (n = 132). * p < 0.05, ** p <0.005, *** p <0.0005.
Figure 1Significant partial associations between happiness as assessed by SHS, a sense of fulfillment, and fatty acid levels, adjusted for age, BMI, menopause, snacking habits, and leisure-time physical activities. The SHS scores showed significant positive correlations with a sense of fulfillment, DHA, and EPA percentage. (p < 0.05, < 0.05 and < 0.005, respectively). A sense of fulfillment showed significant negative correlations with ALA percentage, and significant positive correlations with the percentages of DHA and EPA (p < 0.005, < 0.005 and < 0.05, respectively). SHS: subjective happiness scale, LA: linoleic acid, EDA: eicosadienoic acid, ALA: α-linolenic acid, DHA: docosahexaenoic acid, EPA: eicosapentaenoic acid.
Regression models used to explain happiness.
| Models | Model 1 | Model 2 | Model 1 + 2 * | |||
|---|---|---|---|---|---|---|
| Adjusted | 0.08 | 0.10 | 0.10 | |||
| 2.80 (6, 124) | 3.44 (6, 124) | 3.00 (7, 123) | ||||
| 0.014 | 0.004 | 0.006 | ||||
| Independent variables |
|
|
|
|
|
|
| Sense of fulfillment | 0.20 | 0.023 | 0.19 | 0.036 | 0.19 | 0.035 |
| DHA | 0.13 | 0.187 | −0.09 | 0.573 | ||
| EPA | 0.25 | 0.025 | 0.32 | 0.058 | ||
| Age | 0.23 | 0.09 | 0.19 | 0.154 | 0.18 | 0.193 |
| BMI | −0.04 | 0.633 | −0.02 | 0.858 | −0.01 | 0.953 |
| Menopause | −0.29 | 0.046 | −0.30 | 0.035 | −0.27 | 0.064 |
B: Standardised beta. Dependent variable: Subjective happiness scale. * DHA × EPA interaction was included in the model.
Figure 2A mediation model to explore the underlying processes between a sense of fulfillment and happiness. This figure presents a hypothetical model based on existing research and statistical analysis: ALA oxidation by eustress, and an LA function that affects the conversion of ALA into EPA. LA did not show a significant effect on the conversion of ALA to EPA. No indirect effects from ‘a sense of fulfillment to SHS’ were significant. Only a direct effect of ‘a sense of fulfillment on SHS’ was significant (p < 0.005) (age, BMI, menopause, snacking habits and leisure-time physical activities were adjusted as covariates).