Novelty P3 reductions in depression: characterization using principal components analysis (PCA) of current source density (CSD) waveforms.
- Authors
- Tenke, Craig E; Kayser, Jürgen; Stewart, Jonathan W; Bruder, Gerard E
- Year
- 2010
- Journal
- Psychophysiology
- PMID
- 19761526
- DOI
- 10.1111/j.1469-8986.2009.00880.x
- PMCID
- PMC3345565
We previously reported a novelty P3 reduction in depressed patients compared to healthy controls (n=20 per group) in a novelty oddball task using a 31-channel montage. In an independent replication and extension using a 67-channel montage (n=49 per group), reference-free current source density (CSD) waveforms were simplified and quantified by a temporal, covariance-based principal components analysis (PCA) (unrestricted Varimax rotation), yielding factor solutions consistent with other oddball tasks. A factor with a loadings peak at 343 ms summarized the target P3b source as well as a secondary midline frontocentral source for novels and targets. An earlier novelty vertex source (NVS) at 241 ms was present for novels, but not targets, and was reduced in patients. Compatible CSD-PCA findings were also confirmed for the original low-density sample. Results are consistent with a reduced novelty response in clinical depression, involving the early phase of the frontocentral novelty P3.
Grand average nose-referenced surface potential (ERP) waveforms for correct targets, nontargets, and novels at all 67 recording sites. Components N1, target-P3b, and novelty P3 are indicated at sites C3, POz, and Cz.
Surface Laplacian (CSD) waveforms corresponding to the ERPs shown in Figure 1. Components N1 sink, target-P3b source, and novelty P3 source are indicated at sites C3, POz, and Cz. Scale: negative-up (sink).
A: Unrestricted temporal PCA solution for CSD waveforms. Factor loadings waveforms of first six factor extracted (by variance). Labels indicate factor loadings peak latency. B: Corresponding average factor score topographies of first six factors for correct nontargets, targets, and novels. Factors are identified by peak latency and percent of variance accounted for (in parentheses). Scale: blue sink, red source.
Averaged midline CSD waveforms for depressed patients (bold gray) and healthy controls (black) for novels (left column), targets (center), and nontargets (right). Vertical lines indicate peak latencies of CSD-PCA factors of interest (labeled in AFz waveforms). For novels, a short latency sink (novelty N2) is followed by a source (novelty P3) at central sites (CPz, Cz), both of which are attenuated and delayed at anterior sites, where the peak latency approximates that observed for target P3. Scale: negative-up (sink).
Averaged CSD-PCA factor score topographies for the first six factors in each group for nontargets (top), targets (middle), and novels (bottom). Factors are indicated below by peak latency. The early midline 179 sink/241 source pattern is unique to novel stimuli, as is the reduction of the early 241 source in patients. Scale: blue sink, red source.
Across-study comparison of averaged midline CSD waveforms at Fz, Cz, and Pz for depressed patients and healthy controls for novels (left column), targets (center), and nontargets (right). Solid line: 67-channel study; dashed lines: previous 31-channel study. Despite amplitude differences, components were generally comparable in each study. Scale: negative-up (sink).
Comparison of unrestricted temporal PCA solutions for CSD waveforms in the two studies. A: Corresponding factor loadings waveforms for 67-channel (solid) and 31-channel (dashed) studies. Factors are unambiguous, despite minor waveform variations in morphology and relative amplitudes. Bold lines indicate the three factors representing the late positive complex. B: Factor score topographies of the three factors representing the late positive complex from the 31-channel study for correct nontargets, targets, and novels. Factors are identified by peak latency and percent of variance accounted for (in parentheses). Scale: blue sink, red source.
| Name | Type |
|---|---|
| above right eye local | anatomy |
| ACC | anatomy |
| AF7/8 local | anatomy |
| AFz local | anatomy |
| age | phenotype |
| alcohol | phenotype |
| anhedonic forms of depression local | phenotype |
| anterior | anatomy |
| anterior cingulate cortex | anatomy |
| Anterior P3 local | phenotype |
| anxiety | phenotype |
| area 23 local | anatomy |
| area 24 local | anatomy |
| Attentional impairment local | phenotype |
| auditory meatus local | anatomy |
| Automatic Attentional Response to Novelty local | phenotype |
| below right eye local | anatomy |
| bipolar disorder | phenotype |
| brain electrical source analysis (BETA) local | other |
| C1/2 local | anatomy |
| C3/C4 local | anatomy |
| central midline local | anatomy |
| centroparietal | anatomy |
| centroparietal source local | anatomy |
| Centroparietal source local | anatomy |
| centroparietal source factor local | anatomy |
| cerebral hemispheres | anatomy |
| cingulate cortex | anatomy |
| cingulate sulcus | anatomy |
| comorbidity | phenotype |
| control | cohort |
| control group | cohort |
| controls | cohort |
| cortex | anatomy |
| CP1/2 local | anatomy |
| CP3/4 local | anatomy |
| CPz | anatomy |
| CSD analysis local | other |
| CSD laminar profile local | other |
| CSD-PCA factor local | phenotype |
| Current Replication local | cohort |
| Cz | anatomy |
| Depressed outpatients local | cohort |
| depressed patients | cohort |
| depression | phenotype |
| depression (BDI) local | phenotype |
| depression not otherwise specified local | phenotype |
| depressive disorder alone local | phenotype |
| Depressive disorder with comorbid anxiety disorder local | phenotype |
| Dichotic oddball task local | phenotype |
| dog bark local | drug |
| drug | drug |
| dysthymia | phenotype |
| early frontal P3 local | phenotype |
| early frontocentral positivity (P3a) local | phenotype |
| early novelty P3 local | phenotype |
| Early Novelty P3 local | phenotype |
| early P3 local | phenotype |
| Early P3 local | phenotype |
| electrodermal orienting response local | phenotype |
| enhanced N2 local | phenotype |
| ERN | phenotype |
| ERP | phenotype |
| error-related negativity | phenotype |
| F1/2 local | anatomy |
| F7/8 local | anatomy |
| factor 241 local | phenotype |
| factor 241 local | variant |
| factor 343 local | phenotype |
| factor 343 local | variant |
| factor 542 local | variant |
| F-CP+ component local | phenotype |
| FCz | anatomy |
| Friedman 2001 local | cohort |
| frontal attentional processes local | phenotype |
| frontal cortex | anatomy |
| frontal midline | anatomy |
| frontal novelty P3 local | phenotype |
| Frontal P3 local | phenotype |
| frontal P3 source local | anatomy |
| Frontal portion of the midline source local | anatomy |
| frontal sites | anatomy |
| frontal source local | anatomy |
| frontocentral | anatomy |
| Frontocentral novelty P3 local | anatomy |
| frontocentral P3 local | phenotype |
| Fz | anatomy |
| generator localization approaches local | other |
| Go/No-go P3 local | phenotype |
| gyrus rectus | anatomy |
| Handedness | phenotype |
| Head injury | phenotype |
| healthy controls | cohort |
| hearing loss | phenotype |
| Hit rate local | phenotype |
| hostility | phenotype |
| inferior frontal sulcus local | anatomy |
| Inferior Frontal Sulcus local | anatomy |
| inion local | anatomy |
| intracranial | anatomy |
| inverse models local | other |
| inverse solutions local | phenotype |
| larger sample (N=98) local | cohort |
| late frontally inverting positivity local | anatomy |
| late novelty P3 local | phenotype |
| late P3 local | phenotype |
| Late P3 local | phenotype |
| late positivity local | phenotype |
| lateral frontal lobe local | anatomy |
| lateral sites local | anatomy |
| Lateral surface of frontal lobes local | anatomy |
| lateral surface of temporal lobes local | anatomy |
| lateral temporoparietal local | anatomy |
| Late response-related source local | anatomy |
| left outer canthi local | anatomy |
| longitudinal fissure | anatomy |
| low resolution brain electromagnetic tomography (LORETA) local | other |
| Lycra stretch electrode cap local | drug |
| major depressive disorder | phenotype |
| medial parietal sites local | anatomy |
| melancholic local | phenotype |
| midfrontal local | anatomy |
| midfrontal sink local | anatomy |
| midfrontal site local | anatomy |
| mid-frontocentral sink local | anatomy |
| mid-frontocentral source local | anatomy |
| midline | anatomy |
| midline cingulate cortex local | anatomy |
| midline dipoles local | anatomy |
| midline frontal local | anatomy |
| Mid-line frontal P3 source local | anatomy |
| midline frontal sink local | anatomy |
| Midline frontal sites local | anatomy |
| midline frontocentral novelty P3 local | phenotype |
| midline frontocentral P3 source local | anatomy |
| Midline frontocentral region local | anatomy |
| Midline frontocentral sites local | anatomy |
| midline theta local | phenotype |
| midline topography local | anatomy |
| midparietal local | anatomy |
| N1 local | phenotype |
| N2a local | phenotype |
| N2 sink local | phenotype |
| nasion | anatomy |
| neurological disorders | phenotype |
| nicotine | drug |
| no-go P3 | phenotype |
| nose | anatomy |
| novel stimuli local | phenotype |
| novelty ERP local | phenotype |
| novelty oddball task local | phenotype |
| Novelty oddball task local | phenotype |
| novelty P3 | phenotype |
| Novelty P3 source local | anatomy |
| novelty response local | phenotype |
| novelty source local | phenotype |
| novelty vertex source local | anatomy |
| novelty vertex source local | phenotype |
| Novelty vertex source local | anatomy |
| Novelty Vertex Source local | anatomy |
| novelty vertex source (241) local | anatomy |
| Ohms law local | other |
| orbitofrontal cortex | anatomy |
| orienting response local | phenotype |
| ORP | phenotype |
| P1/2 local | anatomy |
| P3/4 local | anatomy |
| P3a amplitude | phenotype |
| P3b local | anatomy |
| P3b amplitude | phenotype |
| P3 source local | phenotype |
| P3 source (343) local | anatomy |
| P5/6 local | anatomy |
| P7/8 local | anatomy |
| parietal cortex | anatomy |
| parietal P3 local | phenotype |
| Parietal P3 local | anatomy |
| parietal P3b local | phenotype |
| Parietal P3b region local | anatomy |
| parietal P3b source local | anatomy |
| parietal P3 source local | anatomy |
| Parietal topography local | anatomy |
| participants | cohort |
| patient group | cohort |
| patients | cohort |
| patients with frontal lesions local | cohort |
| physical anhedonia local | phenotype |
| Physical anhedonia local | phenotype |
| PO1 local | anatomy |
| PO2 local | anatomy |
| PO3/4 local | anatomy |
| PO7/8 local | anatomy |
| Poisson’s source equation local | other |
| posterior | anatomy |
| posterior cingulate cortex | anatomy |
| posterior P3 local | phenotype |
| posterior site local | anatomy |
| Previous Study (Bruder et al.) local | cohort |
| primary auditory cortex | anatomy |
| psychopathology | phenotype |
| Pz | anatomy |
| radial scalp current density local | other |
| reaction time | phenotype |
| Reaction time to targets local | phenotype |
| response-related factor (F – CP+) local | phenotype |
| response-related F – CP+ local | anatomy |
| Response-related source local | anatomy |
| right outer canthi local | anatomy |
| scalp | anatomy |
| scalp-CSD topography local | phenotype |
| scalp data local | anatomy |
| secondary frontal source of factor 241 local | anatomy |
| secondary lateral frontal source local | anatomy |
| smaller sample (N=40) local | cohort |
| study cohort | cohort |
| Study cohort (98 participants) local | cohort |
| substance abuse | phenotype |
| supplementary motor area | anatomy |
| surface Laplacian local | other |
| SW local | phenotype |
| Sylvian fissure | anatomy |
| target P3b local | phenotype |
| target P3b source local | phenotype |
| Target P3 source local | anatomy |
| target-related P3b local | phenotype |
| temporal lobe | anatomy |
| temporal lobe regions local | anatomy |
| temporal N1 | phenotype |
| Tonal oddball task local | phenotype |
| tonal stimuli local | phenotype |
| TP7/8 local | anatomy |
| vertex | anatomy |
| volume conduction model local | other |
| Volume-Reduced ERP local | phenotype |
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