Table 2.
Statistical models of antidepressant response across transcranial magnetic stimulation treatment.
| Independent variable |
Percentage reduction of self-report depression severity |
Absolute difference of BDI scores from baseline |
Absolute difference of PHQ9 scores from baseline |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Non-adjusted | Adjusteda | Non-adjusted | Adjusteda | Non-adjusted | Adjusteda | |||||||
| ß ±SEM | p -value | ß ±SEM | p -value | ß ±SEM | p -value | ß ±SEM | p -value | ß ±SEM | p -value | ß ±SEM | p -value | |
| Age group | 2.8 ± 3.6 | 0.4 | 3.6 ± 4.1 | 0.4 | −1.3 ± 0.6 | 0.04 | −1.4 ± 0.7 | 0.06 | 0.8 ± 0.5 | 0.1 | 0.7 ± 0.5 | 0.2 |
| Week | −7.8 ± 0.8 | <0.0001 | −7.8 ± 0.9 | <0.0001 | −2.8 ± 0.2 | <0.0001 | −2.9 ± 0.2 | <0.0001 | −1.1 ± 0.1 | <0.0001 | −1.1 ± 0.1 | <0.0001 |
| Age group x Week | 5.5 ± 1.9 | 0.003 | 6.0 ± 2.1 | 0.005 | 1.4 ± 0.4 | <0.0001 | 1.4 ± 0.4 | 0.001 | 0.002 ± 0.2 | 1.0 | −0.0007 ± 0.2 | 1.0 |
| Sex (Ref.: Female) | N.A. | N.A. | −1.4 ± 3.2 | 0.7 | N.A. | N.A. | 0.3 ± 0.4 | 0.4 | N.A. | N.A. | −0.1 ± 0.4 | 0.8 |
| TMS Device (Ref.: Magstim) | N.A. | N.A. | N.A. | N.A. | – | N.A. | N.A. | N.A. | N.A. | |||
| Neuronetics | −2.4 ± 4.6 | 0.6 | 0.06 ± 0.5 | 0.9 | ||||||||
| Magventure | −5.5 ± 8.6 | 0.5 | 1.2 ± 2.0 | 0.6 | ||||||||
| Stimulation side (Ref.: Right) | N.A. | N.A. | 6.3 ± 23.7 | 0.8 | N.A. | N.A. | 1.9 ± 2.6 | 0.5 | N.A. | N.A. | 0.5 ± 1.0 | 0.6 |
| Stim. protocol (Ref.: 1Hz rTMS) | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | ||||||
| 10 Hz rTMS | −2.3 ± 56.4 | 0.9 | −1.8 ± 2.6 | 0.5 | −0.9 ± 0.5 | 0.07 | ||||||
| 18 Hz rTMS | −6.6 ± 34.2 | 0.8 | −1.8 ± 3.4 | 0.6 | N.A. | N.A. | ||||||
| 20 Hz rTMS | −8.2 ± 24.2 | 0.7 | −2.1 ± 2.7 | 0.4 | N.A. | N.A. | ||||||
| iTBS | −5.4 ± 39.3 | 0.9 | −3.6 ± 3.2 | 0.3 | Omittedd | Omitteddd | ||||||
| Site (Ref.: Boston) | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | ||||
| Iowa City | 2.0 ± 6.5 | 0.8 | N.A. | N.A. | ||||||||
| Lisbon | Omittedb | Omittedb | Omittedb | Omittedb | ||||||||
| Year of treatment | N.A. | N.A. | −0.2 ± 0.8 | 0.8 | N.A. | N.A. | −0.004 ± 0.09 | 1.0 | N.A. | N.A. | −0.2 ± 0.2 | 0.3 |
| Pulses per treatment | N.A. | N.A. | −0.002 ± 0.04 | 1.0 | N.A. | N.A. | Omittedc | Omittedc | N.A. | N.A. | Omittede | Omittede |
| Baseline BDI | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | −0.03 ± 0.02 | 0.09 | N.A. | N.A. | N.A. | N.A. |
| Baseline PHQ9 | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | N.A. | −0.07 ± 0.03 | 0.06 |
BDI, Beck Depression Inventory; Hz, Hertz; iTBS, Intermittent Theta Burst Stimulation; N.A., not applicable; PHQ9, Patient Health Questionnaire; Ref., Reference; rTMS, repetitive transcranial magnetic stimulation; SEM, standard error of the mean; Stim., stimulation; TMS, transcranial magnetic stimulation.
Models are adjusted for potential confounding effects of sex, TMS device, stimulation side, stimulation protocol (1Hz, 10Hz, 18Hz, or 20Hz rTMS or iTBS), treatment site, year of treatment, total number of pulses per treatment.
Omitted because of collinearity with TMS device.
Omitted because of collinearity with stimulation protocol and study center.
Omitted because of collinearity with stimulation side.
Omitted because of collinearity with stimulation protocol.