Table 2. Longitudinal analysis of brain metabolites in the Anterior Cingulate Cortex (ACC).
The mean annual percentage change (APC, denoted as % in the table) was calculated to quantitatively measure the longitudinal changes. A negative value of mean APC indicates a decrease over time while a positive value indicates an increase. One-sample Bayesian test and t-test were performed to check if the mean APC in one group (healthy controls or first episode psychosis patients) was significantly different from zero. Linear regression and Bayesian two-sample test were performed to compare the APC between patients and controls. The Benjamini-Hochberg procedure was performed for multiple comparison correction. Significant results (Bayes factor > 10 and q-value < 0.05) are highlighted in bold with a gray shadow.
region | metabolite | HC | FEP | FEP vs HC | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ||||||||||||||
CRLB | % | BF | p-value | q-value | CRLB | % | BF | p-value | q-value | BF | p-value | q-value | ||
| ||||||||||||||
ACC | GABA | 5.49 | −3.59 | 4.15 | 0.01 | 0.15 | 5.80 | −7.47 | 31.44 | 1.03E-03 | 0.01 | 3.50 | 0.01 | 0.10 |
Glutamine | 5.81 | 0.88 | 0.18 | 0.65 | 0.81 | 5.57 | −1.38 | 0.22 | 0.57 | 0.77 | 0.32 | 0.39 | 0.77 | |
Glutamate | 1.83 | −2.51 | 30.48 | 9.70E-04 | 0.02 | 1.89 | −5.03 | 372.28 | 6.44E-05 | 1.07E-03 | 5.96 | 0.01 | 0.10 | |
Glutathione | 4.26 | −1.56 | 0.42 | 0.16 | 0.47 | 4.31 | −0.49 | 0.20 | 0.77 | 0.92 | 0.25 | 0.74 | 0.87 | |
Lactate | 18.00 | 3.10 | 0.19 | 0.61 | 0.81 | 17.54 | −2.38 | 0.21 | 0.72 | 0.89 | 0.31 | 0.44 | 0.77 | |
myo-inositol | 2.51 | −2.29 | 3.43 | 0.01 | 0.15 | 2.74 | −4.63 | 28.00 | 1.15E-03 | 0.01 | 2.54 | 0.01 | 0.12 | |
NAA | 1.85 | −1.52 | 1.59 | 0.03 | 0.26 | 1.97 | −2.98 | 42.17 | 7.33E-04 | 0.01 | 0.83 | 0.08 | 0.55 | |
NAAG | 13.39 | 2.61 | 0.18 | 0.67 | 0.81 | 14.16 | −0.40 | 0.21 | 0.94 | 0.96 | 0.27 | 0.74 | 0.87 | |
total Choline | 2.30 | −1.62 | 0.56 | 0.11 | 0.41 | 2.29 | −5.38 | 433.75 | 5.55E-05 | 1.07E-03 | 4.46 | 0.01 | 0.10 | |
total Creatine | 1.02 | −1.22 | 1.26 | 0.04 | 0.27 | 1.11 | −3.55 | 769.88 | 2.92E-05 | 1.07E-03 | 5.01 | 0.01 | 0.10 | |
| ||||||||||||||
Centrum Semiovale | GABA | 6.65 | 0.82 | 0.22 | 0.45 | 0.81 | 7.29 | 2.44 | 0.30 | 0.33 | 0.59 | 0.25 | 0.99 | 0.99 |
Glutamine | 12.56 | 0.64 | 0.17 | 0.76 | 0.81 | 12.03 | 8.17 | 0.39 | 0.23 | 0.52 | 0.29 | 0.54 | 0.78 | |
Glutamate | 2.70 | −0.37 | 0.18 | 0.63 | 0.81 | 2.91 | −2.14 | 0.54 | 0.14 | 0.39 | 0.34 | 0.37 | 0.77 | |
Glutathione | 6.13 | 0.55 | 0.17 | 0.73 | 0.81 | 6.20 | 5.47 | 0.55 | 0.14 | 0.39 | 0.82 | 0.10 | 0.56 | |
Lactate | 24.82 | 20.62 | 1.51 | 0.03 | 0.26 | 22.50 | 17.82 | 1.01 | 0.06 | 0.22 | 0.26 | 0.70 | 0.87 | |
myo-inositol | 2.74 | −0.73 | 0.22 | 0.41 | 0.79 | 3.03 | 1.55 | 0.22 | 0.56 | 0.77 | 0.40 | 0.27 | 0.76 | |
NAA | 2.00 | −1.89 | 37.89 | 0.00 | 0.02 | 2.14 | −1.68 | 0.60 | 0.12 | 0.37 | 0.29 | 0.50 | 0.78 | |
NAAG | 4.39 | −1.68 | 0.27 | 0.30 | 0.69 | 5.40 | 7.76 | 2.68 | 0.02 | 0.11 | 4.10 | 0.01 | 0.10 | |
total Choline | 2.35 | −1.35 | 0.32 | 0.24 | 0.62 | 2.31 | 2.29 | 0.27 | 0.40 | 0.66 | 0.62 | 0.14 | 0.56 | |
total Creatine | 1.74 | 0.21 | 0.17 | 0.71 | 0.81 | 1.80 | 0.24 | 0.20 | 0.83 | 0.92 | 0.33 | 0.40 | 0.77 | |
| ||||||||||||||
DLPFC | GABA | 8.76 | −1.29 | 0.18 | 0.68 | 0.81 | 8.66 | 4.17 | 0.31 | 0.32 | 0.59 | 0.25 | 0.97 | 0.99 |
Glutamine | 10.74 | 2.01 | 0.19 | 0.65 | 0.81 | 9.78 | 9.58 | 1.92 | 0.03 | 0.15 | 0.58 | 0.14 | 0.56 | |
Glutamate | 2.33 | 1.08 | 0.18 | 0.61 | 0.81 | 2.22 | 2.30 | 0.36 | 0.24 | 0.52 | 0.24 | 0.87 | 0.97 | |
Glutathione | 5.60 | 3.31 | 0.51 | 0.13 | 0.45 | 5.69 | 10.56 | 5.88 | 0.01 | 0.05 | 0.51 | 0.17 | 0.56 | |
Lactate | 20.14 | −3.97 | 0.22 | 0.63 | 0.81 | 20.74 | 8.72 | 0.36 | 0.34 | 0.59 | 0.39 | 0.41 | 0.77 | |
myo-inositol | 3.29 | −0.67 | 0.19 | 0.61 | 0.81 | 3.28 | 1.09 | 0.21 | 0.67 | 0.89 | 0.25 | 0.72 | 0.87 | |
NAA | 1.91 | −2.16 | 0.89 | 0.06 | 0.34 | 1.91 | 0.56 | 0.20 | 0.71 | 0.89 | 0.48 | 0.20 | 0.59 | |
NAAG | 13.19 | 19.85 | 0.74 | 0.09 | 0.39 | 14.14 | 13.43 | 1.47 | 0.04 | 0.19 | 0.39 | 0.35 | 0.77 | |
total Choline | 3.57 | 3.06 | 0.47 | 0.14 | 0.45 | 3.38 | 6.99 | 1.10 | 0.06 | 0.21 | 0.36 | 0.35 | 0.77 | |
total Creatine | 1.84 | 1.39 | 0.24 | 0.36 | 0.76 | 1.81 | 2.78 | 0.47 | 0.17 | 0.42 | 0.30 | 0.46 | 0.77 | |
| ||||||||||||||
OFR | GABA | 12.61 | −2.06 | 0.20 | 0.57 | 0.81 | 13.15 | −1.20 | 0.22 | 0.82 | 0.92 | 0.31 | 0.52 | 0.78 |
Glutamine | 13.32 | 0.88 | 0.18 | 0.78 | 0.81 | 14.25 | 11.59 | 1.61 | 0.04 | 0.19 | 0.59 | 0.17 | 0.56 | |
Glutamate | 4.10 | 0.15 | 0.17 | 0.91 | 0.91 | 3.94 | −1.49 | 0.28 | 0.43 | 0.67 | 0.30 | 0.57 | 0.78 | |
Glutathione | 9.38 | 5.38 | 0.76 | 0.08 | 0.39 | 9.00 | 6.71 | 1.19 | 0.05 | 0.21 | 0.26 | 0.93 | 0.99 | |
Lactate | 25.17 | −9.28 | 0.28 | 0.41 | 0.79 | 26.00 | 15.56 | 0.63 | 0.16 | 0.41 | 0.43 | 0.32 | 0.77 | |
myo-inositol | 5.15 | 3.26 | 0.47 | 0.14 | 0.45 | 5.19 | −0.18 | 0.21 | 0.96 | 0.96 | 0.38 | 0.34 | 0.77 | |
NAA | 2.88 | −0.47 | 0.19 | 0.65 | 0.81 | 2.94 | −1.55 | 0.46 | 0.19 | 0.46 | 0.27 | 0.70 | 0.87 | |
NAAG | 18.10 | 1.93 | 0.19 | 0.76 | 0.81 | 18.75 | 34.20 | 0.89 | 0.10 | 0.33 | 0.67 | 0.16 | 0.56 | |
total Choline | 3.10 | 1.48 | 0.29 | 0.30 | 0.69 | 3.10 | −1.81 | 0.27 | 0.46 | 0.67 | 0.60 | 0.16 | 0.56 | |
total Creatine | 2.93 | 1.52 | 0.30 | 0.29 | 0.69 | 2.84 | −1.14 | 0.27 | 0.47 | 0.67 | 0.52 | 0.19 | 0.59 | |
| ||||||||||||||
Thalamus | GABA | 9.62 | −1.62 | 0.25 | 0.34 | 0.73 | 10.62 | 0.67 | 0.19 | 0.87 | 0.95 | 0.27 | 0.54 | 0.78 |
Glutamine | 14.93 | 2.26 | 0.19 | 0.57 | 0.81 | 14.00 | −0.27 | 0.19 | 0.95 | 0.96 | 0.29 | 0.53 | 0.78 | |
Glutamate | 4.53 | 0.82 | 0.19 | 0.56 | 0.81 | 4.62 | 0.20 | 0.18 | 0.95 | 0.96 | 0.23 | 0.93 | 0.99 | |
Glutathione | 9.23 | 1.40 | 0.17 | 0.69 | 0.81 | 9.57 | 5.45 | 0.32 | 0.28 | 0.56 | 0.24 | 0.83 | 0.94 | |
Lactate | 25.00 | 2.27 | 0.21 | 0.77 | 0.81 | 26.50 | 14.40 | 0.34 | 0.28 | 0.56 | 0.76 | 0.10 | 0.56 | |
myo-inositol | 5.58 | 3.84 | 0.36 | 0.20 | 0.55 | 5.91 | 4.01 | 0.28 | 0.33 | 0.59 | 0.23 | 0.95 | 0.99 | |
NAA | 3.07 | −0.25 | 0.17 | 0.81 | 0.83 | 3.32 | 2.21 | 0.25 | 0.41 | 0.66 | 0.29 | 0.46 | 0.77 | |
NAAG | 18.03 | 1.50 | 0.17 | 0.77 | 0.81 | 19.07 | 4.32 | 0.26 | 0.45 | 0.67 | 0.32 | 0.43 | 0.77 | |
total Choline | 3.61 | 6.32 | 0.68 | 0.09 | 0.39 | 3.85 | 0.82 | 0.19 | 0.79 | 0.92 | 0.27 | 0.58 | 0.78 | |
total Creatine | 2.89 | 2.74 | 1.09 | 0.05 | 0.29 | 3.21 | 0.63 | 0.19 | 0.80 | 0.92 | 0.26 | 0.66 | 0.86 |
Abbreviations: BF, Bayes factor; GABA, γ-aminobutyric acid; NAA, N-acetylaspartate; NAAG, N-acetylaspartyl glutamate; ACC, anterior cingulate cortex; DLPFC, dorsolateral prefrontal cortex; and OFR, orbital frontal region.