Functional magnetic resonance imaging (fMRI) plays an ever increasing role in human brain function research with its development. To make an analysis of the MRI data and draw the conclusion, it is necessary to deeply understand the formulation of the signal and collection of the data of image. We introduce in this paper the data signal of magnetic resonance imaging and its noise, the analysis of the experiment data. New development of data analysis for fMRI is reviewed.

The purpose of this study is to show the basic principle of receiver operating characteristic (ROC). Some advantages of ROC were given. A simple ROC curve was made to explain the method of plotting. An example of ROC applied to fMRI data was displayed, which showed that ROC can be effectively used in fMRI data.
Brain ; physiology ; Humans ; Magnetic Resonance Imaging ; ROC Curve ; Signal Processing, Computer-Assisted

Objective To observe the changes of the brain function during reading recovery by using functional MRI (fMRI),and to provide the experimental data in elucidating the mechanism on the recovery of reading and language function.Methods fMRI was performed in a native Chinese patient with pure alexia on the 45 th and 130 th day after the onset,respectively.Three kinds of Chinese characters were presented during the scan and the patient was asked to make the judgement weather he could recognize the characters or not.The brain activation maps were acquired after postprocessing,and the activated location and volume were compared between the first and second experiments.Results In both experiments,Broca area,Wernicke area,and the right extrastriate were significantly activated,while the left extrastriate around the lesion was markedly activated only in the second experiment,and the volume of activation in the right extrastriate in the second experiment was about 3 times as large as that in the first experiment.Conclusion The left extrastriate cortex is one of the key areas responsible for reading function in the brain.The recovery of reading function can be compensated in contralateral corresponding cortical area,or it can be the result of reorganization in ipsilateral peri-lesion cortex.Both mechanisms may simultaneously play important roles in reading recovery.

The application of independent component analysis (ICA) to the functional magnetic resonance imaging (fMRI) data can separate many independent sources. But in the processing there are two difficulties: (1) the data of the fMRI is usually on a large scale, so the computing is time-consuming; (2) we cannot avoid the errors for too heavy computational load, this brings many troubles. Thus we think of reducing the data. In this article we used the standard information theoretic methods to estimate the number of the sources and used the principal component analysis (PCA) to reduce the data. By this process, we estimated the number of the sources and reduced the data successfully; Then we applied the ICA algorithm to the reduced fMRI data; this method raised the speed of operation. After application of the new ICA algorithm and another algorithm (FastICA) to the fMRI data, a comparison was made. The results show that the new algorithm can separate the fMRI data fast and effectively and it is superior to the FastICA on the accuracy of estimating the temporal dynamics of activations.
Algorithms ; Humans ; Image Processing, Computer-Assisted ; Magnetic Resonance Imaging ; methods ; statistics & numerical data ; Male ; Principal Component Analysis ; Signal Processing, Computer-Assisted ; Software ; Young Adult

Objective To study the effect of social isolation( SI) on the exploratory behavior and working memory in mice. Methods The Kunming mice of postnatal 21 days were divided into the control group,SI 2 weeks group,SI 2 weeks gregarious group,SI 4 weeks group and SI 8 weeks group,according to randomized design with ten animals each. All isolated mice were isolated for 2, 4 and 8 weeks respectively, the gregarious group were housed under normal grouped housing enviroment after isolation until adult, the mice with the relative same age were control groups. All animals were measured for exploratory behavior and working memory by performing open field and T?maze after the treatment. Results In the open field,compared to the relative control group,the central area of the total time in the SI 4 weeks group(0.07±0.04) was less than the control (0.10±0.04) obviously. The central area percentage of total time in SI 8 weeks group (0.64±0.12) were more than the control (0.43±0.08). In the T?maze,the alteration times in SI 2 weeks group (first day (5.92±0.79),second day (6.67±1.3),third day (7.42±1.08),fourth day (8.17±1.27)) were less than the control (first day (6.80±1.14); second day (7.60± 0.84);third day (8.30±0.95);forth day (9.20±1.32)). However,the alteration times of gregarious group showed no obvious change. Both the alteration times of SI 4 weeks (8.18±1.99) in the second day and that of SI 8 weeks (8.29±3.04) in the forth day were more than the control (6.60±2.11) and (7.80±2.53) respectively.Conclu?sions Working memory of SI 2 weeks rats decrease,which can be improved by the resocialization.SI 4 weeks and 8 weeks rats show the decreasing exploring ability and increasing anxiety and work memory.

Objective TALE-TFs were adopted to provide a new way in detection of the expression result ofβ-ca-sein gene promoter-interesting gene expression cassettes in mouse fibroblasts.Methods TALE-TFs of eukaryotic expres-sion plasmid and expression cassette withβ-casein gene promoter and red fluorescent protein reporter gene were co-nucleo-fected into mouse fibroblasts by Amaxa nucleofector.Results and Conclusion β-casein gene promoter was activated by artificial TALE-TFs in the mouse fibroblasts.The way is a new expression verification system instead of mammary epithelial cells with fibroblasts.

ObjectiveTo discuss the central modulating mechanisms while acupuncturing the Stomach 36[ST36(Zusanli)]by brain functional imaging with positron emission tomography (PET).MethodsPET imaging of whole brain was performed in a group of six healthy subjects during two stimulation paradigms: pseudo acupuncture and real acupuncture at acupoint ST36(Zusanli). The data on cerebral glycometabolism,obtained by using PET,was analyzed by using statistical parametric mapping (SPM).ResultsThere was certain increase of glycometabolism in ipsilateral hypothalamus,back of medulla oblongata;bilateral insular lobe; contralateral paracentral lobule,superior part of precentral and postcentral gyrus,opercular part of frontal and temporal lobe,middle part of cingulate gyrus,head of caudate nucleus,middle part of the back of midbrain and pons,and deep part of cerebellum,whereas decrease in ipsilateral superior part of precentral and postcentral gyrus and lateral part of ipsilateral anterior cerebellar lobe,while acupuncturing at acupoint ST36(Zusanli on the right leg).ConclusionsThe central modulating mechanisms of acupuncturing ST36 are realized by neural and neuroendocrine network modulation mechanisms of vegetative nerve center in cortex and subcortex.

OBJECTIVESTo identify the cortical areas engaged during Chinese word processing using functional magnetic resonance imaging (fMRI) and to examine the reliability and reproducibility of fMRI for localization of functional areas in the human brain.

METHODSFMRI data were collected on 8 young, right-handed, native Chinese speakers during performance of Chinese synonym and homophone judgment tasks on two different clinical MRI systems (1.5 T GE Signa Horizon and 1.5 T Siemens Vision). A cross correlation analysis was used to statistically generate the activation map.

RESULTSBroca's area, Wernicke's area, bilateral extrastriate, and ventral temporal cortex were significantly activated during both the synonym and homophone activities. There was essentially no difference between results acquired on two different MRI systems.

CONCLUSIONSFMRI can be used for localizing cortical areas critical to Chinese language processing in the human brain. The results are reliable and well reproducible across different clinical MRI systems.

Objective To study the effects of social isolation (SI)on the spatial and nonspatial cognitive ability in mice.Methods The postnatal 21 day kunming mice were divided into control group,SI 2 weeks group,SI 4 weeks group,SI 8 weeks group and SI 2 weeks gregarious group according to randomized block design,with ten animals each.SI 2 weeks group,SI 4 weeks group and SI 8 weeks group were isolated for 2,4 and 8 weeks respectively,SI 2 weeks gregarious group would be housed under normal grouped housing condition after 2 weeks isolation until adult,the relative control groups were the same age as the relative SI and SI gregarious group.All animals were measured the spatial and nonspatial cognitive ability by carrying the object recognition test(ORT) and object location test (OLT) after the treatment.Results In the ORT,compared to the relative control group,the discrimination index in the SI 2 weeks group,SI 4 weeks group and SI 8 weeks group ( ( - 0.03 ± 0.003 ),( - 0.11 ±0.02) and( - 0.21 ± 0.02 ) respectively) were strikingly lower than the relative control group ( ( 0.29 ± 0.03 ),(0.13±0.07) and (0.09 ±0.03) respectively) (P＜0.05).In the OLT,compared to the relative control group,the discrimination index in the SI 2 weeks group,SI 4 weeks group and SI 8 weeks group( ( -0.15 ±0.02),( -0.30± 0.02),( - 0.32 ± 0.02 ) respectively ) were strikingly lower than the relative control group ( (0.33 ± 0.02 ),(0.41 ± 0.03 ),(0.27 ± 0.04)respectively)(P＜ 0.05 ),while the SI 2 weeks gregarious group with the resocialization to the normal housing condition showed no change.Conclusions 2 weeks,4 weeks and 8 weeks isolation on mice lead to the spatial and nonspatial cognition deficits,while the resocialization to the normal housing condition could recover the damage.

ObjectiveTo explore the effects of social isolation on the cognition and expression of 5-HT2C receptor(5-HT2CR) and adenosine deaminase that act on RNA 1(ADAR1) in BALB/c mice.MethodsThe healthy BALB/c mice were isolated for 2,4,and 8 weeks individually since postnatal 21 days respectively to set up isolation mice model,the same age mice without isolation were regarded as control group.The new object location and the new object recognition tests were used to measure the spatial and non-spatial cognitive function,and western blot was used to measure the protein expression of 5-HT2CR and ADAR1.ResultsThe new object location test showed that the spatial discrimination index (DI) of BALB/c mice isolated for 2 weeks was decreased significantly compared with the control group(control group was (0.075±0.340),isolation group was (-0.653±0.308),P<0.05),and no obvious difference was found for the group isolated for 4 and 8 weeks.The new object recognition test showed that the non-spatial DI of BALB/c mice isolated for 2 and 4 weeks were decreased significantly compared with the control group(control 2 weeks group was (0.088±0.210),isolation 2 weeks group was (-0.945±0.194),P<0.05;control 4 weeks group was (0.105±0.267),isolation 4 weeks group was (-0.506±0.215),P<0.05),and no obvious difference was found for the group isolated for 8 weeks.Compared with the control group the expression of 5-HT2CR and ADAR1 in the hippocampus were decreased significantly for the group isolated for 2 weeks.(5-HT2CR:control group was (1.025±0.144),isolation group was (0.891±0.026),P<0.05.ADAR1: control group was (0.839±0.120),isolation group was (0.629±0.094),P<0.05).ConclusionsTwo week social isolation results in the decrease of spatial and non-spatial cognitive function in BALB/c mice,in the meanwhile,social isolation stress results in the obvious decrease of 5-HT2C receptor and ADAR1 protein expression in the hippocampus of BALB/c mice.