| Literature DB >> 32977415 |
Takahisa Mori1, Kazuhiro Yoshioka1, Yuhei Tanno1, Shigen Kasakura1.
Abstract
Dietary triglycerides influence the serum concentrations of fatty acids (FA) and their weight percentages (wt%), which might be associated with the age of onset of intracerebral hemorrhage (ICH). We investigated the correlation between serum FA levels and proportions at admission, and the age at onset of ICH. We included patients admitted between 2016 and 2019 within 24 h of the onset of ICH, and calculated the correlation coefficients between their age, serum FA concentration, and FA wt%. We performed multiple linear regression analysis to identify individual FAs related to the age at onset of ICH. Furthermore, we estimated the threshold values of FAs that were independently associated with the age at onset of ICH <65 years, using receiver operating characteristic curves by logistic regression. Our inclusion criteria were met by 141 patients (mean age, 67 years). The concentration of dihomo-gamma-linolenic acid (DGLA) and the wt% of eicosapentaenoic acid (EPA) were significant independent variables for the age at onset of ICH. The ROC curves for the age of onset <65 years were ≥108.6 µmol/L for DGLA and ≤1.7% for EPA. Increased DGLA concentration and decreased EPA wt% were significantly associated with young-onset ICH.Entities:
Keywords: acute ischemic stroke; admission; age of onset; dihomo-gamma-linolenic acid; docosahexaenoic acid; serum fatty acids
Mesh:
Substances:
Year: 2020 PMID: 32977415 PMCID: PMC7598177 DOI: 10.3390/nu12102903
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Patient characteristics.
| Age (mean ± SD) (min, max) years | 67.4 ± 14.4 (min: 22, max: 95) |
| Male sex ( | 87 (61.7%) |
| Height (mean ± SD) cm | 162.0 ± 8.8 |
| Body Weight (MD, IQR) kg | 61 (54–70) |
| BMI (MD, IQR) kg/m2 | 23.6 (21.0–25.7) |
| Statin users ( | 24 (17%) |
| Glucose and lipids | |
| Glucose (MD, IQR) mmol/L | 6.88 (5.90–8.55) |
| Hemoglobin A1c (MD, IQR) % (NGSP) | 5.8 (5.5–6.3) |
| Total cholesterol (MD, IQR) mmol/L | 5.25 (4.69–5.97) |
| Low-density lipoprotein cholesterol (MD, IQR) mmol/L | 2.97 (2.29–3.57) |
| High-density lipoprotein cholesterol (MD, IQR) mmol/L | 1.56 (1.23 2013 1.88) |
| Triglycerides (MD, IQR) mmol/L | 1.18 (0.75–1.92) |
| Saturated fatty acids | |
| Lauric acid (LaA) (MD, IQR) μmol/L | 5.49 (2.99–10.73) |
| Myristic acid (MyA) (MD, IQR) μmol/L | 80.59 (56.72–120.67) |
| Palmitic acid (PA) (MD, IQR) μmol/L | 2574 (2169–3215) |
| Stearic acid (StA) (MD, IQR) μmol/L | 677.6 (566.9–827.6) |
| LaA (MD, IQR) wt% | 0 (0–0.1) |
| MyA (MD, IQR) wt% | 0.6 (0.5–0.9) |
| PA (MD, IQR) wt% | 23.4 (22.4–24.4) |
| StA (MD, IQR) wt% | 6.8 (6.2–7.4) |
| n-9 MUFA | |
| Oleic acid (OlA) (MD, IQR) μmol/L | 2140 (1662–2724) |
| OlA (MD, IQR) wt% | 21.3 (19.3–23.6) |
| n-6 PUFAs | |
| Linoleic acid (LiA) (MD, IQR) μmol/L | 2.696 (2.248–3.134) |
| Dihomo-gamma-linolenic acid (DGLA) (MD, IQR) μmol/L | 101.7 (74.5–137.1) |
| Arachidonic acid (AA) (MD, IQR) μmol/L | 527.8 (447.4–652.1) |
| LiA (MD, IQR) wt% | 26.5 (24.0–28.5) |
| DGLA (MD, IQR) wt% | 1 (0.8–1.3) |
| AA (MD, IQR) wt% | 5.6 (4.9–6.5) |
| n-3 PUFAs | |
| Alpha-linolenic acid (AlA) (MD, IQR) μmol/L | 69.3 (52.8–105.7) |
| Eicosapentaenoic acid (EPA) (MD, IQR) μmol/L | 176.8 (106.6–255.7) |
| Docosahexaenoic acid (DHA) (MD, IQR) μmol/L | 361.2 (272.2–467.2) |
| AlA (MD, IQR) wt% | 0.7 (0.6–0.9) |
| EPA (MD, IQR) wt% | 2.0 (1.2–2.7) |
| DHA (MD, IQR) wt% | 4.4 (3.3–5.3) |
| EPA/AA ratio (MD, IQR) | 0.32 (0.19–0.47) |
| n-6/n-3 ratio (MD, IQR) | 4.67 (3.60–6.54) |
A1c, the A1c fraction of hemoglobin type A; BMI, body mass index; IQR, interquartile range; min, minimum; max, maximum; MD, median; NGSP, National Glycohemoglobin Standardization Program; n-3 PUFA, n-3 polyunsaturated fatty acid; n-6 PUFA, n-6 polyunsaturated fatty acid; n-9 MUFA, n-9 monounsaturated fatty acid; SD, standard deviation; wt%, weight percentage of total fatty acids.
Spearman correlation coefficients. Correlation coefficients between T-CHO, TG, age at ICH onset, and FA concentrations and proportions.
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| T-CHO | −0.17 | 0.13 | 0.26 | 0.45 | 0.46 | 0.32 | 0.51 | 0.41 | 0.46 | 0.34 | 0.20 | 0.38 |
| TG | −0.31 | 0.44 |
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| 0.55 |
| 0.48 | 0.59 | 0.49 | 0.57 | 0.09 | 0.27 |
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| T-CHO | −0.03 | −0.01 | −0.16 | 0.05 | −0.09 | 0.11 | 0.17 | −0.06 | 0.14 | 0.01 | 0.06 | |
| TG | 0.19 | 0.39 | 0.15 | −0.15 | 0.54 | −0.34 | 0.19 | −0.29 | 0.35 | −0.19 | −0.22 |
AA, arachidonic acid; AlA, alpha-linolenic acid; DHA, docosahexaenoic acid; DGLA, dihomo-gamma-linolenic acid; EPA, eicosapentaenoic acid; ICH, intracerebral hemorrhage; LaA, lauric acid; LiA, linoleic acid; MyA, myristic acid; OlA, oleic acid; PA, palmitic acid; r, Spearman correlation coefficient; StA, stearic acid; T-CHO, total cholesterol; TG, triglyceride; Bold values denote strong correlation.
Spearman correlation coefficients. Correlation coefficients between the age of ICH onset and FA concentrations.
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| Age | LaA | MyA | PA | StA | OlA | LiA | DGLA | AA | AlA | EPA | DHA |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | −0.38 | −0.27 | −0.36 | −0.40 | −0.36 | −0.38 | −0.48 | −0.27 | −0.20 | 0.27 | 0.11 | |
| LaA | −0.38 |
| 0.59 |
| 0.55 | 0.48 | 0.56 | 0.34 | 0.49 | −0.06 | 0.02 | |
| MyA | −0.27 |
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| 0.58 |
| 0.49 |
| 0.13 | 0.28 | |
| PA | −0.36 | 0.59 |
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| 0.68 |
| 0.19 | 0.44 | |
| StA | −0.40 |
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| 0.19 | 0.40 | |
| OlA | −0.36 | 0.55 |
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| −0.05 | 0.33 | |
| LiA | −0.38 | 0.48 | 0.58 |
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| 0.55 | 0.50 |
| −0.03 | 0.26 | |
| DGLA | −0.48 | 0.56 |
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| 0.55 | 0.50 | 0.41 | −0.20 | 0.02 | |
| AA | −0.27 | 0.34 | 0.49 |
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| 0.50 | 0.50 | 0.36 | 0.19 | 0.38 | |
| AlA | −0.20 | 0.49 |
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| 0.41 | 0.36 | 0.23 | 0.41 | |
| EPA | 0.27 | −0.06 | 0.13 | 0.19 | 0.19 | −0.05 | −0.03 | −0.20 | 0.19 | 0.23 |
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| DHA | 0.11 | 0.02 | 0.28 | 0.44 | 0.40 | 0.33 | 0.26 | 0.02 | 0.38 | 0.41 |
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| Age | LaA% | MyA% | PA% | StA% | OlA% | LiA% | DGLA% | AA% | AlA% | EPA% | DHA% |
| Age | −0.25 | −0.14 | −0.04 | −0.08 | −0.25 | 0.09 | −0.27 | 0.10 | −0.02 | 0.42 | 0.40 | |
| LaA% | −0.25 | 0.65 | 0.12 | 0.34 | 0.13 | −0.11 | 0.16 | −0.17 | 0.13 | −0.15 | −0.30 | |
| MyA% | −0.14 | 0.65 | 0.27 | 0.22 | 0.22 | −0.34 | 0.25 | −0.22 | −0.29 | −0.10 | −0.23 | |
| PA% | −0.04 | 0.12 | 0.27 | −0.23 | 0.23 | −0.60 | 0.06 | 0.01 | −0.27 | 0.01 | −0.01 | |
| StA% | −0.08 | 0.34 | 0.22 | −0.23 | −0.31 | 0.08 | 0.29 | 0.06 | −0.10 | 0.04 | 0.00 | |
| OlA% | −0.25 | 0.13 | 0.22 | 0.23 | −0.31 | −0.37 | 0.07 | −0.30 | 0.18 | −0.48 | −0.46 | |
| LiA% | 0.09 | −0.11 | −0.34 | −0.60 | 0.08 | −0.37 | 0.00 | −0.10 | 0.15 | −0.26 | −0.24 | |
| DGLA% | −0.27 | 0.16 | 0.25 | 0.06 | 0.29 | 0.07 | 0.00 | 0.12 | −0.16 | −0.42 | −0.39 | |
| AA% | 0.10 | −0.17 | −0.22 | 0.01 | 0.06 | −0.30 | −0.10 | −0.12 | −0.52 | 0.15 | 0.18 | |
| AlA% | −0.02 | 0.13 | −0.29 | −0.27 | −0.10 | 0.18 | 0.15 | −0.16 | −0.52 | −0.01 | −0.04 | |
| EPA% | 0.42 | −0.15 | −0.10 | 0.01 | 0.04 | −0.48 | −0.26 | −0.42 | 0.15 | −0.01 |
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| DHA% | 0.40 | −0.30 | −0.23 | −0.01 | 0.00 | −0.46 | −0.24 | −0.39 | 0.18 | −0.04 |
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| DGLA | EPA | DGLA% | EPA% | ||||||||
| DGLA | −0.20 |
| −0.20 | |||||||||
| EPA | −0.20 | −0.42 |
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| DGLA% |
| −0.42 | −0.42 | |||||||||
| EPA% | −0.20 |
| −0.42 | |||||||||
AA, arachidonic acid; AlA, alpha-linolenic acid; DHA, docosahexaenoic acid; DGLA, dihomo-gamma-linolenic acid; EPA, eicosapentaenoic acid; ICH, intracerebral hemorrhage; LaA, lauric acid; LiA, linoleic acid; MyA, myristic acid; OlA, oleic acid; PA, palmitic acid; StA, stearic acid, Bold values denote strong correlation.
Multiple linear regression analysis of the age at onset of ICH.
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| 0.254 | 1.82 | |||
| Lauric acid (LaA) | −0.30 | ns | ||
| Linoleic acid (LiA) | −1.84 | ns | ||
| Dihomo-gamma-linolenic acid (DGLA) | −3.43 | <0.001 | ||
| Arachidonic acid (AA) | −0.48 | ns | ||
| Eicosapentaenoic acid (EPA) | 2.02 | <0.05 | ||
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| 0.190 | 1.88 | |||
| LaA wt% | −1.40 | ns | ||
| Oleic acid wt% | −1.38 | ns | ||
| DGLA wt% | −2.07 | <0.05 | ||
| AA wt% | 0.80 | ns | ||
| EPA wt% | 2.12 | <0.05 | ||
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| 0.238 | 1.85 | |||
| DGLA | −4.40 | <0.0001 | ||
| EPA% | 2.30 | <0.05 |
FA, fatty acid; ICH: intracerebral hemorrhage; ns, not significant; wt%, weight percentage.
Threshold values for the age at onset of ICH using receiver operating curves from logistic regression analysis.
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| Sens (%) | Spec (%) | PPV (%) | Odds Ratio |
| AUC | AICc | BIC | |
|---|---|---|---|---|---|---|---|---|---|
| Age <50 years as an OV | |||||||||
| EPA wt% (≤1.3 vs. >1.3) % | 141 | 83.3 | 74.0 | 31.9 | 0.28 (0.12–0.56) | <0.0001 | 0.812 | 95 | 101 |
| Age <65 years as an OV | |||||||||
| DGLA (≥108.6 vs. <108.6) µmol/L | 141 | 66.1 | 74.1 | 62.7 | 1.02 (1.01–1.03) | <0.0001 | 0.718 | 173 | 179 |
| EPA wt% (≤1.7 vs. >1.7) % | 141 | 67.9 | 71.8 | 61.3 | 0.46 (0.30–0.66) | <0.0001 | 0.736 | 171 | 177 |
| Age < 80 years as an OV | |||||||||
| DGLA (≥86.7 vs. <86.7) µmol/L | 141 | 77.6 | 76.5 | 91.2 | 1.03 (1.02–1.05) | <0.0001 | 0.793 | 130 | 136 |
AICc, corrected Akaike information criterion; AUC, area under the curve; BIC, Bayesian information criterion; DGLA, dihomo-gamma-linolenic acid; EPA, eicosapentaenoic acid; ICH, intracerebral hemorrhage; OV, objective variable; PPV, positive predictive value; Sens, sensitivity; Spec, specificity; wt%, weight percentage.