(A) Overall timeline. After prior light history standardisation, participants performed executive (always first), emotional and attentional tasks (pseudo-randomly 2nd or 3rd, blue arrow). As the …
(A) Segmentation of the hypothalamus in five subparts in a representative participant. The nuclei encompassed by the different subparts are indicated in the right inset – according to Billot et al., …
(A) Accuracy (percentage of correct responses) to the 2-back increased with increasing illuminance (p=0.034). (B) Accuracy to the 2-back task is negatively correlated to the activity of the …
Executive task | |||||||
---|---|---|---|---|---|---|---|
Main GLMM | Pairwise comparisons | ||||||
Effect | F value (df) | p value* | Partial R2 | Contrast† | t-value | Puncorrected | Pcorrected |
Hypothalamus subparts | 4.36 (4,225) | 0.002 | 0.08 | 1 vs 2 | –0.30 | 0.76 | 0.99 |
1 vs 3 | –3.48 | 0.0006 | 0.0056 | ||||
1 vs 4 | <0.01 | 0.99 | 1 | ||||
Task | 0.74 (1,25) | 0.4 | 1 vs 5 | –0.57 | 0.57 | 0.98 | |
Hypothalamus subparts x task type | 0.68 (4,225) | 0.61 | 2 vs 3 | –3.17 | 0.0017 | 0.015 | |
2 vs 4 | 0.31 | 0.76 | 0.99 | ||||
2 vs 5 | –0.27 | 0.79 | 0.99 | ||||
Age | 0.33 (1,22) | 0.57 | 3 vs 4 | 3.48 | 0.0006 | 0.0055 | |
BMI | 0.59 (1,22) | 0.45 | 3 vs 5 | 2.54 | 0.0041 | 0.033 | |
Sex | 0.01 (1,22) | 0.91 | 4 vs 5 | –0.5 | 0.57 | 0.98 | |
Emotional task | |||||||
Main GLMM | Pairwise comparisons | ||||||
Effect | F Value | p value* | Partial R2 | Contrast† | t-value | Puncorrected | Pcorrected |
Hypothalamus subparts | 9.38 (4,194) | <.0001 | 0.22 | 1 vs 2 | 0.67 | 0.67 | 0.99 |
1 vs 3 | –4.76 | <0.0001 | <0.0001 | ||||
1 vs 4 | 0.00 | 0.99 | 1 | ||||
Task | 4.33 (1,25) | 0.048 | 0.15 | 1 vs 5 | –1.88 | 0.06 | 0.33 |
Hypothalamus subparts x stimulus type | 0.5 (4,194) | 0.74 | 2 vs 3 | –5.43 | <0.0001 | 0.0001 | |
2 vs 4 | –0.66 | 0.51 | 0.96 | ||||
2 vs 5 | –2.54 | 0.012 | 0.086 | ||||
Age | 0.43 (1,22) | 0.52 | 3 vs 4 | 4.76 | <0.0001 | <0.0001 | |
BMI | 0.05 (1,22) | 0.83 | 3 vs 5 | 2.85 | 0.0048 | 0.038 | |
Sex | 1.47 (1,22) | 0.24 | 4 vs 5 | –1.88 | 0.061 | 0.32 |
Outputs of the generalized linear mixed model (GLMM) with subject as the random factor (intercept and slope), and task and subpart as repeated measures (ar(1) autocorrelation).
The corrected p-value for multiple comparisons over 2 tests is p < 0.025.
Refer to Figure 2A for correspondence of subpart number.
Executive task | |||||||
---|---|---|---|---|---|---|---|
Main GLMM | Comparisons between subparts per illuminance† | ||||||
Effect | F-value (df) | P value | Partial R² | Illuminance* | contrast | t-value | p-value |
Subpart | 1.4 (4,228) | 0.23 | 92 | 2 vs 3 | –2.25 | 0.025 | |
Illuminance | 2.15 (4,1017) | 0.073 | 92 | 3 vs 4 | 2.58 | 0.01 | |
190 | 1 vs 3 | –2.80 | 0.0053 | ||||
Task | 3.24 (1,228) | 0.073 | 190 | 2 vs 3 | –2.24 | 0.025 | |
Subpart x Illuminance | 1.7 (16,1017) | 0.041 | 0.09 | 190 | 3 vs 4 | 3.15 | 0.0017 |
Age | 1.19 (1,22) | 0.29 | |||||
BMI | 0.01 (1,22) | 0.9 | |||||
Sex | 0.38 (1,22) | 0.54 | |||||
Emotional task | |||||||
Main GLMM | Comparisons between subparts per illuminance† | ||||||
Effect | F-value (df) | p value | Partial R² | Illuminance* | contrast | t-value | p-value |
Subpart | 4.29 (4,229) | 0.0023 | 0.07 | 0 | 3 vs 5 | –2.05 | 0.04 |
92 | 2 vs 3 | –2.53 | 0.012 | ||||
Illuminance | 9.41 (4,1020) | <0.0001 | 0.035 | 92 | 2 vs 5 | –2.96 | 0.0032 |
190 | 1 vs 3 | –3.31 | 0.001 | ||||
190 | 2 vs 3 | –4.75 | <0.0001 | ||||
Task | 0.13 (1,229) | 0.72 | 190 | 1 vs 5 | –2.5 | 0.013 | |
190 | 2 vs 5 | –4.04 | <0.0001 | ||||
190 | 3 vs 4 | 3.13 | 0.0018 | ||||
Subpart x Illuminance | 1.7 (16,1020) | 0.041 | 0.026 | 190 | 4 vs 5 | –2.32 | 0.021 |
Age | 0.59 (1,22) | 0.45 | |||||
BMI | 1.54 (1,22) | 0.23 | |||||
Sex | 0.05 (1,22) | 0.83 |
illuminance in mel EDI lux.
Only significant comparisons are reported in the main text. For the full table, including post hocs comparing light levels within a subpart, refer to Supplementary file 1c–g.
Executive task | |||
---|---|---|---|
Main GLMM | |||
Effect | F value (df) | P value* | Partial R ^(2) |
Subpart size | 4.36,(4,200) | 0.0021 | 0.08 |
Task | 0.74,(1,25) | 0.4 | |
Subpart size x task type | 0.68,(4,200) | 0.61 | |
Age | 0.33,(1,22) | 0.57 | |
BMI | 0.59,(1,22) | 0.45 | |
Sex | 0.01,(1,22) | 0.91 | |
Emotional task | |||
Main GLMM | |||
Effect | F Value | P value* | Partial R ^(2) |
Subpart size | 9.64,(4,193) | < .0001 | 0.17 |
Task | 4.55,(1,25) | 0.043 | 0.15 |
Subpart size x stimulus type | 0.41,(4,193) | 0.8 | |
Age | 0.4(1,22) | 0.53 | |
BMI | 0.02,(1,22) | 0.89 | |
Sex | 1.37,(1,22) | 0.25 |
Subpart number (GLMM) | |||
---|---|---|---|
Effect | F value (df) | P value ^(**) | Partial R ^(2) |
Hypothalamus subparts | 32.3 (4,260) | < 0.0001 | 0.33 |
Task | < 0.001 (1,23) | 0.97 | |
Hypothalamus subparts x task type | 0.03 (4,260) | 0.99 | |
Post hocs | |||
subpart | T value | p | P |
1 vs. 2 | 5.24 | < .0001 | < .0001 |
1 vs. 3 | 0.30 | 0.77 | 0.99 |
1 vs. 4 | 1.47 | 0.14 | 0.58 |
1 vs. 5 | -5.92 | < .0001 | < .0001 |
2 vs. 3 | -4.95 | < .0001 | < .0001 |
2 vs. 4 | -3.77 | 0.0002 | 0.0019 |
2 vs. 5 | -11.17 | < .0001 | < .0001 |
3 vs. 4 | 1.18 | 0.24 | 0.77 |
3 vs. 5 | -6.22 | < .0001 | < .0001 |
4 vs. 5 | -7.39 | < .0001 | < .0001 |
Online supplementary information.
(a) Demographics of study sample. (b) Light characteristics. (c) Post hoc contrasts between illuminances within each hypothalamus subpart during the executive task. (d) Post hoc contrasts between illuminances within each hypothalamus subpart during the emotional task. (e) Post hoc contrasts between hypothalamus subpart for each illuminance during the executive task. (f) Post hoc contrasts between hypothalamus subpart for each illuminance during the emotional task. (g) Association between performance to the 2-back task and the activity of each hypothalamus subpart during each illuminance.