| Literature DB >> 29424272 |
Zhiye Chen1,2,3, Xiaoyan Chen2, Mengqi Liu1,3, Lin Ma1, Shengyuan Yu2.
Abstract
Background Hippocampus (HIP) was an important limbic structure, and concurrent emotion disorders may occur in medication-overuse headache patients. The aim of this study is to investigate altered HIP and HIP subfields volume in relation with the anxiety in medication-overuse headache patients using a state-of-the-art hippocampal segment method. Results The current study presented that a significant lower HIP and HIP subfields volume were identified in medication-overuse headache compared with that in normal controls except right HIP tail, bilateral parasubiculums, and HIP fissure. The left HIP and right subiculum presented negative correlation with headache variables, and the right subiculum, Cornu Ammonis 4, granule cell layer of dentate gyrus, bilateral Cornu Ammonis 1, molecular layer, and whole HIP presented negative correlation with Hamilton Anxiety Scale score, which were further confirmed by the linear regression analysis with the exclusion of psychological variables and headache variables, respectively. Conclusions The lower HIP and HIP subfields volume were identified in medication-overuse headache patients, and negatively related with anxiety condition. The potential mechanism for the comorbidity medication-overuse headache and anxiety might be interpreted as the reciprocal causation relationship and co-occurrence relationship.Entities:
Keywords: Hippocampal segment; hippocampal structural imaging; hippocampal subfields volumetry; magnetic resonance imaging; migraine
Mesh:
Year: 2018 PMID: 29424272 PMCID: PMC5871043 DOI: 10.1177/1744806918761257
Source DB: PubMed Journal: Mol Pain ISSN: 1744-8069 Impact factor: 3.395
Figure 1.The 12 hippocampal subfields were segmented and labeled with different colors. CA: Cornu Ammonis; GC-DG: granule cell layer of dentate gyrus; HATA: hippocampus-amygdala-transition-area; HP: hippocampus.
The clinical characteristics of MOH and normal controls.
| MOH | NC | t value | ||
|---|---|---|---|---|
| Num (F/M) | 31 (27/4) | 31 (19/12) | 5.391 | 0.02 |
| Age | 44.06 ± 9.28 | 41.06 ± 10.95 | 1.16 | 0.25 |
| HAMA | 18.84 ± 9.73 | 10.26 ± 3.00 | 22.03 | 0.00 |
| HAMD | 20.70 ± 13.16 | 8.16 ± 4.34 | 24.65 | 0.00 |
| MoCA | 23.55 ± 3.76 | 27.13 ± 2.35 | 20.24 | 0.00 |
| MMSE | 26.42 ± 4.11 | 28.19 ± 0.91 | 2.35 | 0.02 |
| DD (years) | 18.32 ± 9.45 | |||
| HDPM (d/M) | 27.58 ± 4.57 | |||
| VAS | 8.23 ± 1.61 | |||
| MIDAS | 136.10 ± 72.10 | |||
| DP | 5.76 ± 4.43 |
Note: HAMA: Hamilton Anxiety Scale; HAMD: Hamilton Depression Scale; MoCA: Montreal Cognitive Assessment; DD: disease duration; HDPM: headache days per month; VAS: Visual Analogue Scale; MIDAS: Migraine Disability Assessment; DP: the number of drug pills taken per day; MOH: medication-overuse headache; NC: normal control; MMSE: Mini-mental State Examination.
aPearson Chi-Square test with Chi-Square value 5.391.
bWelch test because of variance nonhomogeneity.
Comparison of the volume of hippocampal subfields between MOH and NC.
| Left hippocampus | Right hippocampus | |||||||
|---|---|---|---|---|---|---|---|---|
| MOH | NC | t value | MOH | NC | t value | |||
| HIP_tail | 0.526 ± 0.064 | 0.563 ± 0.074 | 2.134 | 0.037 | 0.572 ± 0.067 | 0.585 ± 0.068 | 0.756 | 0.453 |
| Subiculum | 0.426 ± 0.031 | 0.471 ± 0.057 | 14.972 | 0.000 | 0.431 ± 0.037 | 0.472 ± 0.052 | 3.574 | 0.001 |
| Presubiculum | 0.303 ± 0.028 | 0.326 ± 0.042 | 2.520 | 0.014 | 0.290 ± 0.028 | 0.311 ± 0.036 | 2.575 | 0.013 |
| Parasubiculum | 0.055 ± 0.008 | 0.059 ± 0.009 | 1.948 | 0.056 | 0.053 ± 0.007 | 0.057 ± 0.008 | 1.945 | 0.057 |
| CA1 | 0.602 ± 0.051 | 0.651 ± 0.071 | 3.136 | 0.003 | 0.624 ± 0.064 | 0.669 ± 0.072 | 2.566 | 0.013 |
| CA2/3 | 0.199 ± 0.021 | 0.214 ± 0.024 | 2.536 | 0.014 | 0.220 ± 0.023 | 0.234 ± 0.028 | 2.083 | 0.041 |
| CA4 | 0.257 ± 0.019 | 0.279 ± 0.026 | 3.831 | 0.000 | 0.269 ± 0.018 | 0.292 ± 0.028 | 3.782 | 0.000 |
| GC-DG | 0.297 ± 0.021 | 0.324 ± 0.030 | 4.105 | 0.000 | 0.310 ± 0.021 | 0.339 ± 0.033 | 4.066 | 0.000 |
| Molecular_layer | 0.558 ± 0.038 | 0.608 ± 0.058 | 3.997 | 0.000 | 0.576 ± 0.044 | 0.621 ± 0.059 | 3.358 | 0.001 |
| Fimbria | 0.082 ± 0.015 | 0.092 ± 0.022 | 2.051 | 0.045 | 0.081 ± 0.013 | 0.089 ± 0.014 | 2.414 | 0.019 |
| HATA | 0.053 ± 0.008 | 0.057 ± 0.009 | 2.138 | 0.037 | 0.055 ± 0.007 | 0.060 ± 0.008 | 2.418 | 0.019 |
| HIP_fissure | 0.146 ± 0.024 | 0.148 ± 0.022 | 0.331 | 0.742 | 0.154 ± 0.025 | 0.158 ± 0.024 | 0.72 | 0.474 |
| Whole_HIP | 3.358 ± 0.212 | 3.645 ± 0.326 | 4.106 | 0.000 | 3.482 ± 0.241 | 3.729 ± 0.330 | 3.354 | 0.001 |
Note: HIP: hippocampus; CA: Cornu Ammonis; GC-DG: granule cell layer of dentate gyrus; HATA: hippocampus-amygdala-transition-area; MOH: medication-overuse headache; NC: normal control.
aWelch test because of variance nonhomogeneity.
Figure 2.The hippocampal subfields and whole hippocampus volume in MOH and NC. MOH: Medication-overuse headache; NC: normal controls; CA: Cornu Ammonis; GC-DG: granule cell layer of dentate gyrus; HATA: hippocampus-amygdala-transition-area; HIP: hippocampus.
Correlation analysis between the volume of hippocampal subfields and the clinical variables about headache information for MOH patients.a
| DD | VAS | HDPM | MIDAS | DP | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| r | r | r | r | r | |||||||
| HIP_tail | Left | 0.083 | 0.657 | −0.361 | 0.046 | 1.139 | 0.456 | −0.214 | 0.256 | −0.175 | 0.364 |
| Right | 0.187 | 0.313 | −0.242 | 0.189 | 0.160 | 0.389 | −0.220 | 0.243 | 0.023 | 0.907 | |
| Subiculum | Left | 0.025 | 0.894 | 0.062 | 0.739 | −0.198 | 0.287 | −0.077 | 0.686 | −0.046 | 0.814 |
| Right | 0.213 | 0.250 | 0.034 | 0.855 | −0.384 | 0.033 | −0.036 | 0.852 | −0.174 | 0.367 | |
| Presubiculum | Left | −0.039 | 0.836 | −0.018 | 0.924 | 0.356 | 0.050 | −0.118 | 0.534 | −0.280 | 0.141 |
| Right | 0.082 | 0.659 | 0.106 | 0.569 | −0.363 | 0.045 | −0.087 | 0.647 | −0.233 | 0.223 | |
| Parasubiculum | Left | −0.092 | 0.623 | 0.136 | 0.464 | −0.312 | 0.088 | −0.052 | 0.786 | −0.297 | 0.118 |
| Right | −0.185 | 0.320 | 0.328 | 0.071 | 0.093 | 0.617 | 0.206 | 0.276 | −0.113 | 0.558 | |
| CA1 | Left | 0.053 | 0.776 | 0.085 | 0.647 | 0.032 | 0.864 | −0.158 | 0.403 | −0.006 | 0.975 |
| Right | 0.063 | 0.736 | 0.059 | 0.754 | −0.153 | 0.410 | −0.310 | −0.096 | −0.162 | 0.402 | |
| CA2/3 | Left | 0.178 | 0.339 | 0.047 | 0.803 | 0.135 | 0.469 | −0.162 | 0.393 | 0.115 | 0.552 |
| Right | 0.267 | 0.146 | 0.140 | 0.452 | 0.061 | 0.746 | −0.198 | 0.294 | 0.075 | 0.698 | |
| CA4 | Left | 0.077 | 0.682 | 0.111 | 0.551 | −0.051 | 0.784 | −0.100 | 0.599 | 0.113 | 0.559 |
| Right | 0.375 | 0.038 | 0.115 | 0.537 | −0.043 | 0.818 | −0.090 | 0.635 | 0.100 | 0.697 | |
| GC-DG | Left | 0.031 | 0.868 | 0.112 | 0.547 | −0.111 | 0.553 | −0.119 | 0.531 | 0.005 | 0.981 |
| Right | 0.345 | 0.057 | 0.094 | 0.614 | −0.128 | 0.491 | −0.097 | 0.608 | −0.006 | 0.975 | |
| Molecular_layer | Left | 0.066 | 0.724 | 0.070 | 0.709 | −0.048 | 0.797 | −0.143 | 0.452 | −0.022 | 0.911 |
| Right | 0.212 | 0.253 | 0.037 | 0.845 | −0.204 | 0.271 | −0.206 | 0.274 | −0.127 | 0.511 | |
| Fimbria | Left | −0.055 | 0.769 | 0.020 | 0.913 | 0.212 | 0.252 | −0.035 | 0.855 | 0.043 | 0.823 |
| Right | −0.033 | 0.861 | −0.077 | 0.680 | −0.054 | 0.774 | 0.107 | 0.573 | −0.123 | 0.525 | |
| HATA | Left | 0.009 | 0.963 | 0.041 | 0.827 | −0.025 | 0.894 | −0.208 | 0.271 | 0.061 | 0.755 |
| Right | −0.085 | 0.649 | 0.091 | 0.626 | −0.195 | 0.294 | −0.320 | 0.085 | −0.022 | 0.911 | |
| HIP_fissure | Left | 0.140 | 0.452 | 0.086 | 0.646 | 0.011 | 0.952 | 0.056 | 0.770 | 0.051 | 0.794 |
| Right | 0.151 | 0.419 | 0.116 | 0.533 | −0.255 | 0.166 | −0.214 | 0.256 | −0.177 | 0.357 | |
| Whole_HIP | Left | 0.069 | 0.712 | −0.036 | 0.847 | −0.033 | 0.858 | −0.203 | 0.282 | −0.087 | 0.653 |
| Right | 0.225 | 0.224 | 0.011 | 0.952 | −0.148 | 0.425 | −0.229 | 0.224 | −0.100 | 0.607 | |
Note: DD: disease duration; VAS: visual analogue scale; HDPM: headache days per month; HIP: hippocampus; CA: Cornu Ammonis; GC-DG: granule cell layer of dentate gyrus; HATA: hippocampus-amygdala-transition-area; MIDAS: Migraine Disability Assessment; DP: the number of drug pills taken per day.
aThe significance was set as P value > 0.05 with r > 0.3.
Figure 3.The scatter plot between the clinical variables about headache information and hippocampal subfields. HIP: hippocampus; CA: Cornu Ammonis; DD: disease duration; VAS: Visual Analogue Scale; HDPM: headache days per month.
Correlation analysis between the volume of hippocampal subfields and the clinical variables about psychological evaluation for MOH patients.a
| HAMA | HAMD | MoCA | |||||
|---|---|---|---|---|---|---|---|
| r | r | r | |||||
| HIP_tail | Left | −0.222 | 0.083 | −0.178 | 0.170 | 0.214 | 0.095 |
| Right | −0.063 | 0.627 | 0.067 | 0.607 | −0.089 | 0.492 | |
| Subiculum | Left | −0.239 | 0.061 | −0.170 | 0.191 | 0.164 | 0.203 |
| Right | −0.334 | 0.008 | −0.220 | 0.089 | 0.209 | 0.102 | |
| Presubiculum | Left | −0.150 | 0.245 | −0.058 | 0.657 | 0.030 | 0.819 |
| Right | −0.249 | 0.051 | −0.114 | 0.383 | 0.148 | 0.251 | |
| Parasubiculum | Left | −0.125 | 0.332 | −0.139 | 0.287 | 0.143 | 0.267 |
| Right | −0.050 | 0.698 | −0.021 | 0.874 | 0.077 | 0.551 | |
| CA1 | Left | −0.350 | 0.005 | −0.268 | 0.037 | 0.199 | 0.120 |
| Right | −0.39 | 0.003 | −0.253 | 0.049 | 0.207 | 0.107 | |
| CA2/3 | Left | −0.235 | 0.067 | −0.206 | 0.110 | 0.235 | 0.066 |
| Right | −0.207 | 0.106 | −0.189 | 0.144 | 0.161 | 0.211 | |
| CA4 | Left | −0.231 | 0.071 | −0.182 | 0.160 | 0.185 | 0.150 |
| Right | −0.325 | 0.010 | −0.267 | 0.038 | 0.205 | 0.110 | |
| GC-DG | Left | −0.258 | 0.043 | −0.217 | 0.093 | 0.179 | 0.163 |
| Right | −0.352 | 0.005 | −0.299 | 0.019 | 0.232 | 0.070 | |
| Molecular_layer | Left | −0.319 | 0.011 | −0.249 | 0.053 | 0.212 | 0.098 |
| Right | −0.358 | 0.004 | −0.248 | 0.054 | 0.188 | 0.143 | |
| Fimbria | Left | −0.116 | 0.368 | −0.121 | 0.352 | 0.213 | 0.097 |
| Right | −0.141 | 0.273 | −0.202 | 0.119 | 0.206 | 0.108 | |
| HATA | Left | −0.196 | 0.127 | −0.169 | 0.192 | 0.064 | 0.621 |
| Right | −0.227 | 0.076 | −0.135 | 0.298 | 0.146 | 0.258 | |
| HIP_fissure | Left | −0.034 | 0.793 | 0.182 | 0.161 | −0.160 | 0.214 |
| Right | −0.298 | 0.018 | −0.115 | 0.379 | 0.126 | 0.329 | |
| Whole_HIP | Left | −0.318 | 0.012 | −0.245 | 0.057 | 0.229 | 0.073 |
| Right | −0.336 | 0.008 | −0.216 | 0.094 | 0.180 | 0.161 | |
Note: HIP: hippocampus; CA: Cornu Ammonis; GC-DG: granule cell layer of dentate gyrus; HATA: hippocampus-amygdala-transition-area; HAMA: Hamilton Anxiety Scale; HAMD: Hamilton Depression Scale; MoCA: Montreal Cognitive Assessment.
aThe significance was set as P value > 0.05 with r > 0.3.
Figure 4.The scatter plot between the psychological scale scores and the hippocampal subfields. a, R_Subiculum vs HAMA; b, L_CA1 vs HAMA; c, R_CA1 vs HAMA; d, R_CA4 vs HAMA; e, R_GC-DG vs HAMA; f, L_Molecular_layer vs HAMA; g, R_Molecular_layer vs HAMA; h, L_Whole_HIP vs HAMA; i, R_Whole_HIP vs HAMA CA: Cornu Ammonis; GC-DG: granule cell layer of dentate gyrus; HIP: hippocampus; HAMA: Hamilton Anxiety Scale.
Linear regression analysis for the hippocampal subfields with significant correlation with the clinical variables.
| Hippocampal subfields | Regression equation | |
|---|---|---|
| L_HIP_tail | Volume = −0.015 × VAS + 0.648 | |
| R_Subiculum | Volume = −0.003 × HDPM−0.002 × HAMA + 0.540 | |
| R_Presubiculum | Volume = −0.002 × HDPM + 0.357 | |
| L_CA1 | Volume = −0.002 × HAMA + 0.651 | |
| R_CA1 | Volume = −0.003 × HAMA + 0.674 | |
| R_CA4 | Volume = −0.001 × HAMA + 0.001DD + 0.271 | |
| R_GC_DG | Volume = −0.001 × HAMA + 0.331 | |
| L_Molecular layer | Volume = −0.001 × HAMA + 0.583 | |
| R_Molecular layer | Volume = −0.002 × HAMA + 0.610 | |
| L_Whole_HIP | Volume = −0.008 × HAMA + 3.506 | |
| R_Whole_HIP | Volume = −0.02 × HAMA + 3.656 |
Note: HAMA: Hamilton Anxiety Scale; HDPM: headache days per month; VAS: Visual Analogue Scale; HIP: hippocampus; CA: Cornu Ammonis; GC-DG: granule cell layer of dentate gyrus; HATA: hippocampus-amygdala-transition-area.
*The P value for all the constants was 0.000.