1.Multivoxel pattern analysis of schizophrenia by resting-state functional magnetic resonance imaging.
Yan TANG ; Fang CAO ; Lifeng WANG ; Liwen TAN
Journal of Central South University(Medical Sciences) 2013;38(1):26-30
OBJECTIVE:
To investigate the resting-state functional connectivity in patients with schizophrenia and healthy controls using multivoxel pattern analysis, and to find out the abnormal functional connectivity in patients.
METHODS:
Twenty two patients with schizophrenia and 22 matched controls were given resting state functional magnetic resonance brain scan. We used the high functional connectivity as features, reduced the dimensionality by 3 methods, and classified the features.
RESULTS:
The principal component analysis achieved the best generalization performance, whose classification rate was 86.4%. Most features were the functional connectivity within or between the visual cortex network and the pre- and post-central and temporal lobe connectivity.
CONCLUSION
Patients with schizophrenia can be identified with multivoxel pattern analysis based on the functional magnetic resonance imaging, and visual cortex network may play an important role in physiological explanation of the syndrome of schizophrenia.
Adolescent
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Adult
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Brain
;
physiopathology
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Female
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Humans
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Magnetic Resonance Imaging
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Male
;
Principal Component Analysis
;
Schizophrenia
;
diagnosis
;
physiopathology
;
Signal Processing, Computer-Assisted
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Visual Cortex
;
physiopathology
;
Young Adult
2.Gender Difference in the Prodromal Symptoms of First-episode Schizophrenia.
Jung Seok CHOI ; Myong Wuk CHON ; Do Hyung KANG ; Myung Hun JUNG ; Jun Soo KWON
Journal of Korean Medical Science 2009;24(6):1083-1088
To investigate the gender difference of early symptoms appearing before the onset of the psychotic symptoms in patients with first-episode schizophrenia, we reviewed the medical records of 63 patients (38 males, 25 females), who were hospitalized for first-episode schizophrenia. The frequency and duration of prodromal and psychotic symptoms, Clinical Global Impression scale scores, Global Assessment of Functioning (GAF) scale scores at admission, and other clinical characteristics were recorded for all patients. Overall, the most common prodromal symptoms were attenuated positive symptoms (89%), followed by mood symptoms (86%). Negative symptoms were the most common in male patients (97.4%), whereas attenuated positive symptoms were the most common in female patients (84%). Male patients demonstrated more frequent negative, cognitive, and obsessive-compulsive symptoms than female patients did and also showed a tendency of having negative symptoms for the longer period. Correlational analysis showed a significant negative correlation between the duration of negative symptoms and GAF scores at admission in male patients. Our findings suggest that different patterns of prodromal symptoms between male and female begin before the onset of the psychosis. Further prospective studies should be needed.
Adolescent
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Adult
;
Age of Onset
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Female
;
Humans
;
Male
;
Neuropsychological Tests
;
Psychiatric Status Rating Scales
;
Schizophrenia/diagnosis/*physiopathology
;
Sex Factors
;
Young Adult
3.Heart Rate Variability and Metabolic Syndrome in Hospitalized Patients with Schizophrenia.
Kyunghee LEE ; Jeongeon PARK ; Jeongim CHOI ; Chang Gi PARK
Journal of Korean Academy of Nursing 2011;41(6):788-794
PURPOSE: Reduced heart rate variability significantly increases cardiovascular mortality. Metabolic syndrome increases the cardiac autonomic dysfunction. Recently, increasing cardiovascular mortality has been reported in patients with schizophrenia. This study was done to compare heart rate variability between adults with and without schizophrenia and to compare the relationship of heart rate variability to metabolic syndrome in hospitalized patients with schizophrenia. METHODS: This was a descriptive and correlational study in which 719 adults without schizophrenia and 308 adults with schizophrenia took part between May and June 2008. We measured the following: five-minute heart rate variability; high-frequency, low-frequency, the ratio of low-frequency to high-frequency, and the Standard Deviation of all the normal RR intervals. Data was also collected on metabolic syndrome, abdominal obesity, triglycerides, HDL cholesterol, blood pressure and fasting glucose. RESULTS: The Standard Deviation of all the normal RR intervals values of heart rate variability indices were 1.53+/-0.18. The low-frequency and high-frequency values of heart rate variability indices were significantly higher in hospitalized patients with schizophrenia (3.89+/-1.36; 3.80+/-1.20) than those in the healthy participants (2.20+/-0.46; 2.10+/-0.46). There were no significant differences between the schizophrenic patients with and without metabolic syndrome. CONCLUSION: The results of this study indicate that schizophrenia patients have significantly lower cardiac autonomic control, but they have significantly higher low-frequency and high-frequency values than those of healthy adults. Use of antipsychotic drug may affect the autonomic nervous system in schizophrenic patients. Metabolic syndrome was not associated with cardiac autonomic control in schizophrenia patients.
Adult
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Autonomic Nervous System/physiopathology
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Blood Glucose/analysis
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Blood Pressure
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Cardiovascular Diseases/complications/diagnosis/mortality
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Cholesterol, HDL/blood
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Female
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*Heart Rate
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Hospitalization
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Humans
;
Male
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Metabolic Syndrome X/*complications/*physiopathology
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Middle Aged
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Obesity/etiology
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Schizophrenia/*complications/mortality/*physiopathology
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Triglycerides/blood
4.Duration of illness, regional brain morphology and neurocognitive correlates in schizophrenia.
Wai Yen CHAN ; Ming Ying CHIA ; Guo Liang YANG ; Puay San WOON ; Yih Yian SITOH ; Simon Lowes COLLINSON ; Wieslaw Lucjan NOWINSKI ; Kang SIM
Annals of the Academy of Medicine, Singapore 2009;38(5):388-388
INTRODUCTIONPrevious studies examining brain effects of duration of illness in schizophrenia have focused on either cortical or subcortical structures. Hence this study sought to elucidate the regional grey matter changes (both cortical and subcortical) and neurocognitive correlates with increased duration of illness in a large sample of patients with schizophrenia using voxel-based morphometry.
MATERIALS AND METHODSNinety patients (72 males and 18 females) with DSM-IV diagnosis of schizophrenia were recruited and assessed using magnetic resonance imaging and a battery of neuropsychological tests.
RESULTSA longer duration of illness was associated with smaller grey matter volumes in the left superior frontal gyrus, bilateral putamen, right superior temporal gyrus, right superior occipital gyrus as well as the right thalamus. No region showed increased grey matter volume above threshold with longer duration of illness. Longer duration of illness was correlated with poorer attention.
CONCLUSIONSThe grey matter reductions in different brain regions highlighted that a distributed network of cortical and subcortical regions was associated with duration of illness. This is consistent with neural models that implicate involvement of thalamo-cortical circuitry as the disruption in these neural pathways can result in specific deficits such as poorer attention. The results have implications for the understanding of brain changes in schizophrenia, and with further studies, may guide better tailored and targeted clinical management in terms of reducing the impact of duration of illness on neural substrates in schizophrenia in the future.
Adult ; Age of Onset ; Brain ; pathology ; Cognition ; Female ; Humans ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Neuropsychological Tests ; Schizophrenia ; diagnosis ; physiopathology ; Schizophrenic Psychology ; Young Adult