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Research Paper
Open Access

Reduced visual contrast suppression during major depressive episodes

Viljami Salmela, Lumikukka Socada, John Söderholm, Roope Heikkilä, Jari Lahti, Jesper Ekelund and Erkki Isometsä
J Psychiatry Neurosci March 01, 2021 46 (2) E222-E231; DOI: https://doi.org/10.1503/jpn.200091
Viljami Salmela
From the Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland (Salmela, Lahti); and the Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland (Socada, Söderholm, Heikkilä, Ekelund, Isometsä)
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Lumikukka Socada
From the Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland (Salmela, Lahti); and the Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland (Socada, Söderholm, Heikkilä, Ekelund, Isometsä)
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John Söderholm
From the Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland (Salmela, Lahti); and the Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland (Socada, Söderholm, Heikkilä, Ekelund, Isometsä)
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Roope Heikkilä
From the Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland (Salmela, Lahti); and the Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland (Socada, Söderholm, Heikkilä, Ekelund, Isometsä)
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Jari Lahti
From the Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland (Salmela, Lahti); and the Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland (Socada, Söderholm, Heikkilä, Ekelund, Isometsä)
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Jesper Ekelund
From the Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland (Salmela, Lahti); and the Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland (Socada, Söderholm, Heikkilä, Ekelund, Isometsä)
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Erkki Isometsä
From the Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland (Salmela, Lahti); and the Department of Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland (Socada, Söderholm, Heikkilä, Ekelund, Isometsä)
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  • Fig. 1
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    Fig. 1

    Brightness induction and contrast suppression tests. Top: Brightness induction refers to the effect of surround luminance on centre brightness (i.e., perceived luminance). The centre patches A and B are equal in luminance, but they appear different in brightness because of the difference in background luminance. A dark background enhances brightness; a bright background decreases brightness. Bottom: Contrast suppression refers to the effect of background on the apparent contrast of the centre. The centre patches C and D have identical contrast, but the contrast of C appears to be reduced or suppressed because of the collinear background. The contrasts of the backgrounds are identical, and only the orientation relative to the centre grating is different.

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    Fig. 2

    (A) We observed no difference in brightness induction between patients experiencing an MDE and controls (i.e., the perceptual difference between patches A and B in Figure 1 was similar for both groups). (B) We observed a highly significant difference in contrast suppression between patients experiencing an MDE and controls (i.e., the perceptual difference between patches C and D in Figure 1 was larger for controls than for patients). Error bars depict standard errors of the mean. MDE = major depressive episode.

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    Fig. 3

    Effect of (A) diagnostic subgroup and (B) medication on the strength of brightness induction (top) and contrast suppression (bottom). The error bars depict standard errors of the mean. BD = bipolar disorder; BPD = borderline personality disorder; MDD = major depressive disorder.

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    Fig. 4

    Follow-up results. The change in brightness induction (top) and contrast suppression (bottom) test scores at the end of follow-up plotted against the change in MADRS scores at the end of follow-up. MADRS = Montgomery–Åsberg Depression Rating Scale.

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    Table 1

    Participant characteristics

    CharacteristicPatientsControls
    TotalMajor depressive disorderBipolar disorderBorderline personality disorder
    Patients, n
     Baseline11146382729
     F/M74/3727/1927/1120/721/8
     Follow-up74332417—
    Sex
     χ2*—3.750.600.37—
     p value—0.0530.440.54—
    Age, yr, mean ± SD—31.8 ± 10.132.0 ± 9.328.0 ± 7.332.1 ± 9.0
     t†—t62.0 = 0.30t58.1 = 0.22t53.0 = 1.63—
     p value—0.760.830.11—
    MADRS score, mean ± SD—24.0 ± 6.221.7 ± 7.022.2 ± 6.52.3 ± 3.5
     t†—t76.0 = 19.6t65.5 = 15.6t46.7 = 15.1—
     p value—< 0.001< 0.001< 0.001—
    YMRS score, mean ± SD—1.70 ± 2.663.44 ± 3.703.55 ± 2.620.74 ± 1.61
     t†—t73.94 = 1.97t62.0 = 4.20t50.64 = 4.99—
     p value—0.053< 0.001< 0.001—
    • F = female; M = male; MADRS = Montgomery–Åsberg Depression Rating Scale; SD = standard deviation; YMRS = Young Mania Rating Scale.

    • ↵* χ2 test difference versus controls.

    • ↵† t test difference versus controls.

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    Table 2

    Medication use* in the patient group

    MedicationSubgroup (no. of patients)†Brightness induction‡Contrast suppression‡
    Mood stabilizer (14)Antipsychotic (21)Antidepressant (78)βp valueβp value
    Valproate0.290.100.030.0600.58−0.3690.001§
    Lamotrigine0.430.140.050.1360.18−0.0720.45
    Pregabalin0.29—0.050.0540.63−0.0760.47
    Benzodiazepine0.070.050.050.0400.710.0600.55
    SSRI, SARI or SMS0.360.430.68−0.1030.35−0.0920.37
    SNRI or tricyclic antidepressant0.360.140.32−0.0010.99−0.0360.75
    Tetracyclic antidepressant0.07—0.10−0.0390.70−0.0360.71
    NDRI—0.050.06−0.0320.75−0.0270.78
    Agomelatine——0.01−0.0420.68−0.0290.77
    Other0.070.050.030.0230.820.1160.24
    • NDRI = norepinephrine–dopamine reuptake inhibitor; SARI = serotonin antagonist and reuptake inhibitor; SMS = serotonin modulator and stimulator (vortioxetine); SNRI = serotonin-norepinephrine reuptake inhibitor; SSRI = selective serotonin reuptake inhibitor.

    • ↵* Nineteen patients used no medication. Some patients used multiple medications.

    • ↵† Proportion of patients using the medication in each subgroup.

    • ↵‡ Brightness induction and contrast suppression β coefficients and p values are from linear regression analysis.

    • ↵§ p < 0.01.

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Journal of Psychiatry and Neuroscience: 46 (2)
J Psychiatry Neurosci
Vol. 46, Issue 2
1 Mar 2021
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Reduced visual contrast suppression during major depressive episodes
Viljami Salmela, Lumikukka Socada, John Söderholm, Roope Heikkilä, Jari Lahti, Jesper Ekelund, Erkki Isometsä
J Psychiatry Neurosci Mar 2021, 46 (2) E222-E231; DOI: 10.1503/jpn.200091

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Reduced visual contrast suppression during major depressive episodes
Viljami Salmela, Lumikukka Socada, John Söderholm, Roope Heikkilä, Jari Lahti, Jesper Ekelund, Erkki Isometsä
J Psychiatry Neurosci Mar 2021, 46 (2) E222-E231; DOI: 10.1503/jpn.200091
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