| Literature DB >> 26196286 |
Karlijn Becking1, Annet T Spijker2, Erik Hoencamp3, Brenda W J H Penninx4, Robert A Schoevers1, Lynn Boschloo1.
Abstract
INTRODUCTION: Differentiating bipolar depression (BD) from unipolar depression (UD) is difficult in clinical practice and, consequently, accurate recognition of BD can take as long as nine years. Research has therefore focused on the discriminatory capacities of biomarkers, such as markers of the hypothalamic-pituitary-adrenal (HPA) axis or immunological activity. However, no previous study included assessments of both systems, which is problematic as they may influence each other. Therefore, this study aimed to explore whether cortisol indicators and inflammatory markers were a) independently associated with and/or b) showed effect modification in relation to a lifetime (hypo)manic episode in a large sample of depressed patients.Entities:
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Year: 2015 PMID: 26196286 PMCID: PMC4510385 DOI: 10.1371/journal.pone.0133898
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Sample characteristics.
| Depressed men | Depressed women | |||||
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| No lifetime (hypo)manic episode (N = 209) | Lifetime (hypo)manic episode (N = 56) | p | No lifetime (hypo)manic episode (N = 431) | Lifetime (hypo)manic episode (N = 68) | p | |
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| Age (years), mean (sd) | 43.9 (11.6) | 42.7 (11.0) | .49 | 40.4 (12.4) | 38.3 (11.9) | .19 |
| Education (years), mean (sd) | 12.0 (3.2) | 11.0 (3.0) | .03 | 12.1 (3.2) | 11.4 (3.4) | .10 |
| North-European ancestry, n (%) | 203 (97.1) | 54 (96.4) | .79 | 402 (93.3) | 63 (92.6) | .85 |
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| Time of awakening, mean (sd) | 7:26 (0:59) | 7:34 (1:01) | .37 | 7:25 (1:02) | 7:34 (0:58) | .28 |
| Working on day of sampling, n (%) | 148 (70.8) | 41 (73.2) | .73 | 274 (63.6) | 50 (73.5) | .11 |
| Sampling on weekday, n (%) | 198 (94.7) | 49 (87.5) | .06 | 400 (92.8) | 66 (97.1) | .19 |
| Sampling in month with more daylight, n (%) | 147 (70.3) | 40 (71.4) | .87 | 284 (65.9) | 52 (76.5) | .08 |
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| Smoking status | .61 | .11 | ||||
| Never, n (%) | 55 (26.3) | 12 (21.4) | 132 (30.6) | 23 (33.8) | ||
| Former, n (%) | 68 (32.5) | 17 (30.4) | 142 (32.9) | 14 (20.6) | ||
| Current, n (%) | 86 (40.1) | 27 (48.2) | 157 (36.4) | 31 (45.6) | ||
| Alcohol use | .31 | .37 | ||||
| No, n (%) | 29 (13.9) | 12 (21.4) | 88 (20.4) | 19 (27.9) | ||
| Moderate, n (%) | 157 (75.1) | 40 (71.4) | 290 (67.3) | 41 (60.3) | ||
| Heavy, n (%) | 23 (11.) | 4 (7.1) | 53 (12.3) | 8 (11.8) | ||
| Physical activity (1000 MET-min/week), mean (sd) | 3.6 (3.3) | 4.0 (3.5) | .53 | 3.5 (3.0) | 3.6 (3.2) | .77 |
| Sleep (<6 hours) | 122 (58.4) | 37 (66.1) | .30 | 239 (55.5) | 40 (58.8) | .60 |
| Body Mass Index, mean (sd) | 26.05 (4.6) | 27.29 (5.1) | .08 | 25.3 (5.7) | 26.1 (5.8) | .27 |
| Cardiovascular disease, n (%) | 13 (6.2) | 5 (8.9) | .47 | 19 (4.4) | 2 (2.9) | .58 |
| Diabetes, n (%) | 11 (5.3) | 3 (5.4) | .98 | 12 (2.8) | 1 (1.5) | .53 |
| Number of other chronic diseases, mean (sd) | 0.9 (1.0) | 1.1 (1.1) | .14 | 1.0 (1.1) | 1.2 (1.2) | .13 |
| Statin use, n (%) | 23 (11.) | 5 (8.9) | .65 | 19 (4.4) | 2 (2.9) | .58 |
| Anti-inflammatory medication use, n (%) | 12 (5.7) | 4 (7.1) | .70 | 22 (5.1) | 2 (2.9) | .44 |
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| AUCg (nmol/l/h), mean (sd) | 19.19 (6.93) | 19.27 (6.96) | .96 | 19.66 (7.43) | 19.94 (7.79) | .84 |
| AUCi (nmol/l/h), mean (sd) | 1.68 (5.98) | 1.22 (8.27) | .73 | 3.04 (6.15) | 1.81 (6.95) | .29 |
| Evening cortisol (nmol/l) | 4.65 (1.79) | 4.75 (1.73) | .85 | 4.93 (1.75) | 4.93 (1.10) | .99 |
| Diurnal cortisol slope (decline/h) | 0.73 (0.39) | 0.79 (0.50) | .50 | 0.72 (0.38) | 0.72 (0.39) | .92 |
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| CRP (mg/l) | 1.11 (5.28) | 1.23 (8.57) | .57 | 1.24 (5.21) | 1.15 (5.88) | .79 |
| IL-6 (pg/ml) | 0.75 (4.65) | 0.71 (6.41) | .96 | 0.67 (3.89) | 0.78 (3.60) | .34 |
| TNF-α (pg/ml) | 0.68 (4.78) | 0.89 (1.56) | .15 | 0.70 (3.82) | 0.88 (3.88) | .16 |
Abbreviations: sd, standard deviation; AUCg, area under the curve with respect to the ground; AUCi area under the curve with respect to increase; CRP, C-reactive Protein; IL-6, Interleukin-6; TNF-α, Tumor Necrosis Factor Alpha.
a Based on T-tests for continous variables and χ2-test for dichotomous and categorical variables.
b To normalize parameters, evening cortisol, CRP, IL-6 and TNF-α were ln-transformed, for interpretation means and standard deviations were back transformed.
Pearson’s correlations between cortisol indicators and inflammatory markers.
| Cortisol indicators | Inflammatory markers | ||||||
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| AUCg | - | ||||||
| AUCi | 0.40 | - | |||||
| Evening cortisol | 0.30 | 0.11 | - | ||||
| Diurnal cortisol slope | 0.43 | -0.45 | -0.08 | - | |||
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| CRP | 0.02 | -0.06 | 0.04 | 0.07 | - | ||
| IL-6 | -0.01 | -0.07 | 0.00 | 0.06 | 0.67 | - | |
| TNF-α | 0.00 | -0.04 | 0.17 | 0.03 | 0.31 | 0.28 | - |
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| AUCg | - | ||||||
| AUCi | 0.58 | - | |||||
| Evening cortisol | 0.34 | 0.09 | - | ||||
| Diurnal cortisol slope | 0.37 | -0.35 | -0.12 | - | |||
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| CRP | -0.07 | -0.06 | -0.08 | -0.05 | - | ||
| IL-6 | -0.05 | -0.03 | -0.09 | -0.03 | 0.57 | - | |
| TNF-α | -0.04 | -0.07 | -0.01 | 0.04 | 0.46 | 0.54 | - |
Abbreviations: even., evening cortisol; diurn., diurnal cortisol slope; AUCg, area under the curve with respect to the ground; AUCi area under the curve with respect to increase; CRP, C-reactive Protein; IL-6, Interleukin-6; TNF-α, Tumor Necrosis Factor Alpha.
* = p <.05.
Associations of cortisol indicators and inflammatory markers with a lifetime (hypo)manic episode.
| Lifetime (hypo)manic episode Adjusted for basic covariates | |||
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| AUCg (nmol/l/h) (N = 168) | 1.01 | 0.95–1.07 | .80 |
| AUCi (nmol/l/h) (N = 168) | 0.99 | 0.93–1.06 | .86 |
| Evening cortisol (nmol/l) (N = 200) | 1.03 | 0.54–1.97 | .93 |
| Diurnal cortisol slope (decline/h) (N = 152) | 1.75 | 0.60–5.11 | .31 |
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| CRP (mg/l) (N = 266) | 1.05 | 0.87–1.25 | .63 |
| IL-6 (pg/ml) (N = 266) | 0.99 | 0.83–1.19 | .95 |
| TNF-α (pg/ml) (N = 266) | 1.42 | 0.88–2.27 | .15 |
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| AUCg (nmol/l/h) (N = 325) | 1.00 | 0.95–1.06 | .87 |
| AUCi (nmol/l/h) (N = 325) | 0.97 | 0.91–1.03 | .30 |
| Evening cortisol (nmol/l) (N = 381) | 0.98 | 0.56–1.72 | .98 |
| Diurnal cortisol slope (decline/h) (N = 306) | 0.93 | 0.32–2.70 | .89 |
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| CRP (mg/l) (N = 500) | 0.96 | 0.83–1.11 | .57 |
| IL-6 (pg/ml) (N = 500) | 1.12 | 0.89–1.40 | .33 |
| TNF-α (pg/ml) (N = 500) | 1.22 | 0.93–1.61 | .15 |
Abbreviations: OR, odds ratio; CI, confidence interval, AUCg, area under the curve with respect to the ground; AUCi area under the curve with respect to increase; CRP, C-reactive Protein; IL-6, Interleukin-6; TNF-α, Tumor Necrosis Factor Alpha.
a Based on multivariable logistic regression analyses comparing depressed patients with a lifetime (hypo)manic episode to depressed patients without a lifetime (hypo)manic episode (reference), adjusted for basic covariates (sociodemographics, sampling factors).
Significance of interactions between cortisol indicators and inflammatory markers in relation to a lifetime (hypo)manic episode .
| Inflammatory markers | |||
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| CRP | IL-6 | TNF-α | |
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| AUCg | .06 | .23 | .45 |
| AUCi | .17 | .50 | .77 |
| Evening cortisol | .90 | .49 | .62 |
| Diurnal cortisol slope | .005 | .07 | .48 |
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| AUCg | .28 | .40 | .60 |
| AUCi | .89 | .20 | .67 |
| Evening cortisol | .48 | .05 | .07 |
| Diurnal cortisol slope | .81 | .70 | .90 |
Abbreviations: AUCg, area under the curve with respect to the ground; AUCi area under the curve with respect to increase; CRP, C-reactive Protein; IL-6, Interleukin-6; TNF-α, Tumor Necrosis Factor Alpha.
a Based on multivariable logistic regression analyses comparing depressed patients with a lifetime (hypo)manic episode to depressed patients without a lifetime (hypo)manic episode (reference), adjusted for basic covariates (sociodemographics, sampling factors).
Associations of combined cortisol and inflammatory groups with a lifetime (hypo)manic episode.
| Lifetime (hypo)manic episode Adjusted for basic covariates | Lifetime (hypo)manic episode Additionally adjusted for health factors | |||||
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| Low slope / low CRP (N = 63) |
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| High slope/ low CRP (N = 33) | 0.56 | 0.14–2.31 | .42 | 0.43 | 0.09–2.07 | .29 |
| Low slope / high CRP (N = 33) | 0.50 | 0.12–2.07 | .34 | 0.53 | 0.10–2.72 | .45 |
| High slope/ high CRP (N = 23) | 5.23 | 1.55–17.62 | .008 | 10.99 | 2.52–47.91 | .001 |
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| Low evening / low IL-6 (N = 145) |
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| High evening / low IL-6 (N = 95) | 1.70 | 0.76–3.79 | .19 | - | - | - |
| Low evening / high IL-6 (N = 63) | 1.55 | 0.62–3.86 | .35 | - | - | - |
| High evening / high IL-6 (N = 34) | 0.59 | 0.13–2.76 | .50 | - | - | - |
Abbreviations: OR, odds ratio; CI, confidence interval, AUCg, area under the curve with respect to the ground; AUCi area under the curve with respect to increase; CRP, C-reactive Protein; IL-6, Interleukin-6; TNF-α, Tumor Necrosis Factor Alpha.
a Based on multivariable logistic regression analyses comparing depressed patients with a lifetime (hypo)manic episode to depressed patients without a lifetime (hypo)manic episode (reference), adjusted for basic covariates (sociodemographics, sampling factors).
b Based on multivariable logistic regression analyses comparing depressed patients with a lifetime (hypo)manic episode to depressed patients without a lifetime (hypo)manic episode (reference), additionally adjusted for health factors.