1.Hippocampus MRI Parallel Segmentation Using Three Dimensions Lattice Boltzmann Model with Prior Information.
Jizhe WANG ; Zhuangzhi YAN ; Junling WEN
Chinese Journal of Medical Instrumentation 2018;42(1):1-6
Getting volume change of hippocampus by segmenting on brain MRI is an important step in the diagnose of Alzheimer's disease and other brain disease. Three dimensional segmentation can make use of the correlation of image in gray and spatial position, so it has high accuracy. This paper proposes a novel three-dimensional lattice Boltzmann model combined with the surface evolution of deformable model and taking the prior information as an external force term to constrain the evolution of three dimensional surfaces. In order to solve the problem of high computational cost caused by 3D segmentation, the parallelization of the method is programmed on single GPU platform and dual GPU platform. Comparison experiments were set to test the accuracy of segmentation and computational efficiency between the novel LB method and another method by using 20 real AD patient's MRI from ADNI. In ensuring the accuracy of the segmentation, the time can be reduced to 12.76 s on single GPU platform, and 17.32 s on dual GPU platform, contrasting 132.43 s on CPU platform. It fully validates the characteristics of lattice Boltzmann method which can be highly parallelized.
Algorithms
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Hippocampus
;
diagnostic imaging
;
Humans
;
Imaging, Three-Dimensional
;
Magnetic Resonance Imaging
2.Dynamic change of hippocampal volume in children with recurrent febrile seizures.
Chinese Journal of Contemporary Pediatrics 2021;23(4):350-355
OBJECTIVE:
To study the change and significance of hippocampal volume (HCV) in children with recurrent febrile seizures.
METHODS:
A retrospective analysis was performed on the medical data and examination results of 34 children with recurrent febrile seizures who underwent two magnetic resonance plain scans of the head and the hippocampus from January 1, 2013 to September 30, 2019. According to the follow-up time, they were divided into the first follow-up group and the second follow-up group. According to prognosis, they were divided into a febrile seizure group, a non-febrile group and an epilepsy group. The change in HCV was analyzed and compared.
RESULTS:
Total HCV was positively correlated with age (
CONCLUSIONS
HCV gradually increases with age in children with recurrent febrile seizures. Persistent seizures may damage the development of the hippocampus.
Child, Preschool
;
Hippocampus/diagnostic imaging*
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Humans
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Infant
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Magnetic Resonance Imaging
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Retrospective Studies
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Seizures
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Seizures, Febrile
3.Effect of acupuncture at the acupoints for Yizhi Tiaoshen on the functional connectivity between the hippocampus and the brain in the patients with Alzheimer's disease.
Yu-Ting WEI ; Ming-Li SU ; Tian-Tian ZHU ; De-Lin REN ; Xing-Ke YAN
Chinese Acupuncture & Moxibustion 2023;43(12):1351-1357
OBJECTIVES:
To analyze the effect of acupuncture at the acupoints for Yizhi Tiaoshen (benefiting the intelligence and regulating the spirit) on the functional connectivity between the hippocampus and the whole brain in the patients with Alzheimer's disease (AD), and reveal the brain function mechanism of acupuncture in treatment of AD using resting state functional magnetic resonance imaging (rs-fMRI).
METHODS:
Sixty patients with mild to moderate AD were randomly divided into an acupuncture + medication group (30 cases, 3 cases dropped out) and a western medication group (30 cases, 2 cases dropped out). In the western medication group, the donepezil hydrochloride tablets were administered orally, 2.5 mg to 5 mg each time, once daily; and adjusted to be 10 mg each time after 4 weeks of medication. Besides the therapy as the western medication group, in the acupuncture + medication group, acupuncture was supplemented at the acupoints for Yizhi Tiaoshen, i.e. Baihui (GV 20), Sishencong (EX-HN 1), and bilateral Shenmen (HT 7), Neiguan (PC 6), Zusanli (ST 36), Sanyinjiao (SP 6) and Xuanzhong (GB 39). The needles were retained for 30 min in one treatment, once daily; and 6 treatments were required weekly. The duration of treatment was 6 weeks in each group. The general cognitive function was assessed by the mini-mental state examination (MMSE) and Alzheimer's disease assessment scale-cognitive part (ADAS-Cog) before and after treatment in the two groups. Using the rs-fMRI, the changes in the functional connectivity (FC) of the left hippocampus and the whole brain before and after treatment were analyzed in the patients of the two groups (11 cases in the acupuncture + medication group and 12 cases in the western medication group).
RESULTS:
After treatment, compared with those before treatment, MMSE scores increased and ADAS-Cog scores decreased in the two groups (P<0.05); MMSE score was higher, while the ADAS-Cog score was lower in the acupuncture + medication group when compared with those in the western medication group (P≤0.05). After treatment, in the western medication group, FC of the left hippocampus was enhanced with the left fusiform gyrus, the inferior frontal gyrus of the left triangular region, the bilateral superior temporal gyrus and the right superior parietal gyrus (P<0.05), while FC was weakened with the left inferior temporal gyrus, the left middle frontal gyrus and the right dorsolateral superior frontal gyrus when compared with that before treatment (P<0.05). After treatment, in the acupuncture + medication group, FC of the left hippocampus was increased with the right gyrus rectus, the left inferior occipital gyrus, the right superior temporal gyrus and the left middle occipital gyrus (P<0.05), and it was declined with the left thalamus (P<0.05) when compared with those before treatment. After treatment, in the acupuncture + medication group, FC of the left hippocampus was strengthened with the bilateral inferior temporal gyrus, the bilateral middle temporal gyrus, the right gyrus rectus, the bilateral superior occipital gyrus, the left lenticular nucleus putamen, the left calcarine fissure and surrounding cortex, the inferior frontal gyrus of the left insulae operculum, the left medial superior frontal gyrus and the right posterior central gyrus (P<0.05) compared with that of the western medication group.
CONCLUSIONS
Acupuncture at the acupoints for Yizhi Tiaoshen improves the cognitive function of AD patients, and its main brain functional mechanism is related to intensifying the functional connectivity of the left hippocampus with the default network (inferior temporal gyrus, middle temporal gyrus and superior frontal gyrus, gyrus rectus), as well as with the sensory (posterior central gyrus) and visual (calcarine fissure and surrounding cortex and superior occipital gyrus) brain regions.
Humans
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Acupuncture Points
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Alzheimer Disease/therapy*
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Magnetic Resonance Imaging
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Brain/physiology*
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Acupuncture Therapy
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Hippocampus/diagnostic imaging*
4.Super-Resolution Track-Density Imaging Reveals Fine Anatomical Features in Tree Shrew Primary Visual Cortex and Hippocampus.
Jian-Kun DAI ; Shu-Xia WANG ; Dai SHAN ; Hai-Chen NIU ; Hao LEI
Neuroscience Bulletin 2018;34(3):438-448
Diffusion-weighted magnetic resonance imaging (dMRI) is widely used to study white and gray matter (GM) micro-organization and structural connectivity in the brain. Super-resolution track-density imaging (TDI) is an image reconstruction method for dMRI data, which is capable of providing spatial resolution beyond the acquired data, as well as novel and meaningful anatomical contrast that cannot be obtained with conventional reconstruction methods. TDI has been used to reveal anatomical features in human and animal brains. In this study, we used short track TDI (stTDI), a variation of TDI with enhanced contrast for GM structures, to reconstruct direction-encoded color maps of fixed tree shrew brain. The results were compared with those obtained with the traditional diffusion tensor imaging (DTI) method. We demonstrated that fine microstructures in the tree shrew brain, such as Baillarger bands in the primary visual cortex and the longitudinal component of the mossy fibers within the hippocampal CA3 subfield, were observable with stTDI, but not with DTI reconstructions from the same dMRI data. The possible mechanisms underlying the enhanced GM contrast are discussed.
Animals
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Brain Mapping
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Diffusion Tensor Imaging
;
methods
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Hippocampus
;
diagnostic imaging
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Image Processing, Computer-Assisted
;
methods
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Male
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Neural Pathways
;
diagnostic imaging
;
Tupaiidae
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anatomy & histology
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Visual Cortex
;
diagnostic imaging
5.Study on electroacupuncture treatment of depression by magnetic resonance imaging.
Dong-mei DUAN ; Ya TU ; Li-ping CHEN ; Zheng-jun WU
Chinese Acupuncture & Moxibustion 2009;29(2):139-144
OBJECTIVETo explore the changes of metabolites in brain after treatment by analysis on 1H-MRS examination of the hippocampus and prefrontal lobe in the healthy volunteers and the depression patients.
METHODSSeventy-five cases of mild and moderate depression were randomly divided into groups A, B and C, 25 cases in each group. The group A was treated with oral administration of Prozac capsule, 20 mg/d; the group B by electroacupuncture for 30-40 min and the needle was retained for 1 h, once each day, with main points Baihui (GV 20), Yin-tang (GV 29) and adjuvant acupoints selected; the group C by combination of the treatment methods in the groups A and B. They were treated for 6 weeks. Use PROBE-J sequence at the MRI system on Single Voxel of ROI of each lateral of hippocampus and frontal lobe in the depression patients of the 3 groups. Compare the differences of N-acetylasp artate/creatine (NAA/Cr) and choline/creatine (Cho/Cr) between the healthy volunteers and the patients before and after treatment.
RESULTSBefore treatment, NAA/Cr in the bilateral hippocampus decreased in the 3 groups as compared with the control group, and after treatment, NAA/Cr in the bilateral hippocampus of the group B and in the right hippocampus of the group C increased compared with that before treatment (P < 0.05), and NAA/Cr in the left hippocampus of the group C significantly increased as compared with that before treatment (P < 0.01). Before treatment, Cho/Cr in the bilateral prefrontal lobe in the 3 groups increased as compared with that in the control group (P < 0.05), after treatment, Cho/Cr in the bilateral prefrontal lobes of the groups A, B and C significantly decreased as compared with that before treatment (P < 0.05, P < 0.01).
CONCLUSIONThere are differences in contents of metabolites in corresponding parts in bilateral frontal lobes and hippocampus between the depression patient and healthy person.
Adult ; Choline ; metabolism ; Creatine ; metabolism ; Depression ; diagnostic imaging ; metabolism ; therapy ; Electroacupuncture ; Female ; Frontal Lobe ; diagnostic imaging ; metabolism ; Hippocampus ; diagnostic imaging ; metabolism ; Humans ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Radiography ; Young Adult
6.Hippocampal Volume in Elderly Patients with Major Depressive Disorder.
Sun Wook YOUN ; Chang Hyun KIM ; Byung Jo KANG
Journal of Korean Geriatric Psychiatry 2002;6(2):117-127
OBJECTIVES: Many recent studies of relationship between geriatric depression and changes in brain have examined the structural abnormalities in hippocampus. Using MRI, the hippocampal volumes of patients with major depression were measured and compared with control subjects for research of above relationship. METHOD: Fourteen patients (early-onset five, late-onset nine) with major depressive disorder based on DSM-IV and fourteen age-matched normal controls are included. Applying semiautomated computer program to MRI, we measured and compared the hippocampal volumes in two groups. Moreover we identified the laterality and the correlation of the volumes with age of onset, duration of education, numbers of psychiatric admission, duration of illness, MMSE scores at admission, and severity of depression. RESULT: No significant difference was observed between the hippocampal volumes of patients with major depressive disorder and those of control subjects. A significant correlation in patients was observed between duration of illness and left hippocampal volume to cerebral volume ratio. In early-onset depressed patients, left hippocampal volume was larger than in late-onset depressed patients and the positive correlation was observed between MMSE scores at admission and left hippocampal volume to cerebral volume ratio. In late-onset depressed patients, there was the negative correlation between numbers of psychiatric admission and MMSE scores at admission as well as and between cerebral volume and age of onset. CONCLUSION: Our study indicated no change in the volume of hippocampus among geriatric major depressive patients. So we suggest that more extensive and systematic studies for structural abnormality of hippocampus will be required.
Age of Onset
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Aged*
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Brain
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Depression
;
Depressive Disorder, Major*
;
Diagnostic and Statistical Manual of Mental Disorders
;
Education
;
Hippocampus
;
Humans
;
Magnetic Resonance Imaging
7.ZNF804A Variation May Affect Hippocampal-Prefrontal Resting-State Functional Connectivity in Schizophrenic and Healthy Individuals.
Yuyanan ZHANG ; Hao YAN ; Jinmin LIAO ; Hao YU ; Sisi JIANG ; Qi LIU ; Dai ZHANG ; Weihua YUE
Neuroscience Bulletin 2018;34(3):507-516
The ZNF804A variant rs1344706 has consistently been associated with schizophrenia and plays a role in hippocampal-prefrontal functional connectivity during working memory. Whether the effect exists in the resting state and in patients with schizophrenia remains unclear. In this study, we investigated the ZNF804A polymorphism at rs1344706 in 92 schizophrenic patients and 99 healthy controls of Han Chinese descent, and used resting-state functional magnetic resonance imaging to explore the functional connectivity in the participants. We found a significant main effect of genotype on the resting-state functional connectivity (RSFC) between the hippocampus and the dorsolateral prefrontal cortex (DLPFC) in both schizophrenic patients and healthy controls. The homozygous ZNF804A rs1344706 genotype (AA) conferred a high risk of schizophrenia, and also exhibited significantly decreased resting functional coupling between the left hippocampus and right DLPFC (F(2,165) = 13.43, P < 0.001). The RSFC strength was also correlated with cognitive performance and the severity of psychosis in schizophrenia. The current findings identified the neural impact of the ZNF804A rs1344706 on hippocampal-prefrontal RSFC associated with schizophrenia.
Adult
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Analysis of Variance
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Female
;
Functional Laterality
;
genetics
;
Genotype
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Hippocampus
;
diagnostic imaging
;
Humans
;
Image Processing, Computer-Assisted
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Kruppel-Like Transcription Factors
;
genetics
;
Magnetic Resonance Imaging
;
Male
;
Neural Pathways
;
diagnostic imaging
;
Neuropsychological Tests
;
Oxygen
;
blood
;
Polymorphism, Single Nucleotide
;
genetics
;
Prefrontal Cortex
;
diagnostic imaging
;
Psychiatric Status Rating Scales
;
Schizophrenia
;
diagnostic imaging
;
genetics
;
physiopathology
;
Severity of Illness Index
;
Young Adult
8.The relevance between symptoms and magnetic resonance imaging analysis of the hippocampus of depressed patients given electro-acupuncture combined with Fluoxetine intervention - A randomized, controlled trial.
Dong-Mei DUAN ; Ya TU ; Shuang JIAO ; Wen QIN
Chinese journal of integrative medicine 2011;17(3):190-199
OBJECTIVETo probe the relevance between depressive symptoms and hippocampal volume and its metabolites detected by magnetic resonance imaging (MRI) in depressed patients who were given electro-acupuncture (EA) combined with Fluoxetine before and after treatment.
METHODSA randomized, controlled trial was conducted. A total of 75 cases of mild or moderate depression were randomly assigned to two groups: the EA group which received EA combined with Fluoxetine; the Fluoxetine group which received Fluoxetine only as the control. The 17-item Hamilton Scale for Depression (HAMD) was used to assess the depression level. The relevance between the changes of the hippocampal volume and its metabolites, including N-acetyl aspartate (NAA)/creatine (Cr) and choline containing compounds (Cho)/Cr, and the reduction rate of the HAMD score before and after treatment of the two groups were analyzed.
RESULTSAt the end of the treatment, the therapeutic response rates were not statistically different between the two groups (73.53% for the Fluoxetine group and 83.33% for the EA group, respectively). Compared to that of the Fluoxetine group, a significant difference was shown in the EA group in the reduction rate of the HAMD scores (P<0.05). There was a negative correlation between the therapeutic effect and the HAMD scores before treatment in both groups of patients. There was no significant difference in the hippocampal volume before and after treatment. The NAA/Cr ratio of both groups increased after treatment, with the EA group increasing more. There was a negative correlation between the rate of change of the NAA/Cr after treatment and the HAMD scores before treatment in the two groups. In the Fluoxetine group, the Cho/Cr ratio showed no significant difference before and after treatment, which had no relevance with the HAMD scores before treatment either. Meanwhile, in the EA group, the Cho/Cr ratio showed a significant difference before and after treatment, which also had a positive relevance with the HAMD scores before treatment.
CONCLUSIONSThere was a significant improvement in the hippocampal metabolites in depressed patients who treated by EA combined with Fluoxetine. Those differences showed relevance with the HAMD scores before treatment.
Adult ; Affect ; drug effects ; physiology ; Antidepressive Agents, Second-Generation ; therapeutic use ; Combined Modality Therapy ; Depression ; diagnosis ; diagnostic imaging ; drug therapy ; therapy ; Electroacupuncture ; Female ; Fluoxetine ; therapeutic use ; Hippocampus ; diagnostic imaging ; drug effects ; pathology ; physiology ; Humans ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Organ Size ; drug effects ; physiology ; Physical Examination ; Prognosis ; Radiography ; Young Adult