The research of sleep staging is an important basis of evaluating sleep quality and diagnosing diseases. In order to achieve automatic sleep staging, we proposed a new method which combines with principal component analysis (PCA) and support vector machine (SVM) for automatic sleep staging. Firstly, we used PCA to reduce dimension of time-frequency-space domains and nonlinear dynamical characteristics of sleep EEG from 5 subjects to reduce data redundancy. Secondly, we used 1-a-1 SVM to classify sleep stages. The results showed that the correct rate can reach 89.9%, which was better than those of many other similar studies.
Electroencephalography ; Humans ; Nonlinear Dynamics ; Principal Component Analysis ; Sleep Stages ; Support Vector Machine

Objective To investigate the effect of specific cGMP-dependent protein kinase G (PKG) inhibitor (D)-DT-2 on the contractile function of rat vascular rings after being exposed to lipopolysaccharide (LPS).Methods The experiment was performed in 2 parts.Part Ⅰ:The Sprague-Dawley rat thoracic aortic rings were randomly divided into 3 groups (n =5 each):KH group,DT-2 group and (D)-DT-2 group.KH,DT-2 and (D)-DT-2 were added to the aortic ring after being dilated with 8-Br-cGMP 50 μmol/L for 25 min and the changes in tension of vascular rings were measured.Part Ⅱ:The rat thoracic aortic rings were randomly divided into 4 groups (n =5 each):control group,LPS group,LPS-DT2 group and LPS-(D)-DT2 group.After being incubated with LPS for 3 h in vitro.The Emax and EC50 were compared among the 4 groups.Results Part Ⅰ:Both DT-2 and (D)-DT-2 could contract the vascular rings dilated with 8-Br-cGMP and the Emax was significantly higher in (D)-DT-2 group than DT-2 group (P ＜0.05).Part Ⅱ]:Both DT-2 and (D)-DT-2 significantly improved the contractile function of vascular ring after being exposed to LPS.Emax was significantly higher,while EC50 was lower in groups DT-2 and (D)-DT-2 than in LPS group (P ＜0.01).Emax was significantly increased,while EC50 was decreased in LPS-(D)-DT-2 group as compared with LPS-DT-2 group (P ＜ 0.05).Conclusion PKG inhibitor can improve the contractile function of the vascular rings incubated with LPS and the efficacy of (D)-DT-2 is better than DT-2 in recovering the vascular reactivity.

Objective To investigate the immunophenotype and molecular genetics of mature aggressive B-cell lymphomas in Chinese pediatric patients and provide the criteris for the diagnosis of them.Methods We collected 97 paraffin-embeded tissue samples of pediatric cases of mature aggressive B-cell lymphomas including 81 Burkitt lymphoma (BL) cases, 8 diffuse large B cell lymphoma (DLBCL) cases and 8unclassifiable B cell lymphoma with featares intermediate between BL and DLBCL (BL/DLBCL) cases. The immunophenotype and genetic features of them were detected by immunohistochemistry and interphase FISH.Results The expression of bcl-2 [3 %(2/66) in BL, 50 % (4/8) in DLBCL, 50 % (4/8) in BL/DLBCL], MUM1 [17 % (12/71) in BL, 63 % (5/8) in DLBCL, 63 % (5/8) in BL/DLBCL] and mean Ki-67 proliferation index [(93±4.4)% in BL, (83±14.3)% in DLBCL, (80±11.5)% in BL/DLBCL] were significantly different between BL and DLBCL and between BL and BL/DLBCL. The frequency of c-myc rearrangement [98 % (79/81) in BL,38 % (3/8) in DLBCL, 50 % (4/8) in BL/DLBCL] and an extra copy of bcl-6 [0 % in BL, 38 % (3/8) in DLBCL, 25 % (2/8) in BL/DLBCL] were also significantly different between BL and DLBCL and between BL and BL/DLBCL. Conclusion Diagnosis of the mature aggressive B cell lymphomas in pediatrics should be based on the comprehensive review and integration of morphologic, immunohistochemical and molecular genetic features. BL/DLBCL is more likely a subgroup of the DLBCL in pediatric population. The expression of CD10 and bcl-6 but not bcl-2, a high Ki-67 PI (＞90 %) and a c-myc rearrangement but not bcl-2 or bcl-6rearrangement are the features of BL. Regardless of the expression of CD10 and bcl-6, positive staining for bcl2, Ki-67 PI below 90 % and an extra copy of the bcl-6 favor a diagnosis of DLBCL or BL/DLBCL.

Vigilance is defined as the ability to maintain attention for prolonged periods of time. In order to explore the variation of brain vigilance in work process, we designed addition and subtraction experiment with numbers of three digits to induce the vigilance to change, combined it with psychomotor vigilance task (PVT) to measure this process of electroencephalogram (EEG), extracted and analyzed permutation entropy (PE) of 11 cases of subjects' EEG and made a brief comparison with nonlinear parameter sample entropy (SE). The experimental results showed that: PE could well reflect the dynamic changes of EEG when vigilance decreases, and has advantages of fast arithmetic speed, high noise immunity, and low requirements for EEG length. This can be used as a measure of the brain vigilance indicators.
Attention ; Brain ; physiology ; Electroencephalography ; Entropy ; Humans ; Mathematics

We applied Lempel-Ziv complexity (LZC) combined with brain electrical activity mapping (BEAM) to study the change of alertness under sleep deprivation in our research. Ten subjects were involved in 36 hours sleep deprivation (SD), during which spontaneous electroencephalogram (EEG) experiments and auditory evoked EEG experiments-Oddball were recorded once every 6 hours. Spontaneous and evoked EEG data were calculated and BEAMs were structured. Results showed that during the 36 hours of SD, alertness could be divided into three stages, i. e. the first 12 hours as the high stage, the middle 12 hours as the rapid decline stage and the last 12 hours as the low stage. During the period SD, LZC of Spontaneous EEG decreased over the whole brain to some extent, but remained consistent with the subjective scales. By BEAMs of event related potential, LZC on frontal cortex decreased, but kept consistent with the behavioral responses. Therefore, LZC can be effective to reflect the change of brain alertness. At the same time LZC could be used as a practical index to monitor real-time alertness because of its simple computation and fast calculation.
Attention ; physiology ; Brain Mapping ; Electroencephalography ; Evoked Potentials ; Humans ; Nonlinear Dynamics ; Sleep Deprivation

Objective To investigate the tubulocystic carcinoma (TC) of kidney in diagnosis and differential diagnosis,clinical and pathological features.Methods A case of TC was performed with HE and immunohistochemical staining,with review of the related literature.Results A man of 43 years old,who was found an occupying in the upper pole of the right kidney by B ultrasound,was performed ill-circumscribed of the right kidney.A gray solid ill-circumscribed mass was found within the renal parenchyma,which was sized of 1.5 cm × 1.5 cm × 1.0 cm.Microscopically,the tumor showed an invasive growth,and that it was composed of small tubular and vesicular structure closely spaced with slender fibrosis mesenchymal.The epithelial cells lining the tubules and cysts were flattened,cuboidal and hobnail cells,with abundant eosinophilic cytoplasm and obvious nucleolus of Fuhrman grade 3.The tumor showed positive of cytokeratin,CD10+++ and P504S+++,with low Ki-67 labeling index.Postoperative follow-up of 6 months,the patient showed no tumor recurrence and metastasis.Conclusions TC is a special subtype of renal cell carcinoma,with a tubular and cystic structure,high nuclear grade and rare mitotic.The differential diagnosis mainly includes other renal cystic lesions.The biological behavior of TC is indolent with less recurrence and distant metastasis.

Objective To investigate the EB virus (EBV) infection and its clinical significance in angioimmunoblastic T-cell lymphoma(AITCL).Methods 62 patients diagnosed as AITCL between 2008 Jan and 2011 Dec were retrospective analyzed.All cases were re-confirmed and classified with the histology and immunology according to 2008 WHO Classification.In situ hybridization of EBV encoded RNA (EBV-EBER) was performed.Clinical characteristics and follow-up data of patients were collected.Results 42 ％ (26/62) AITCL cases were EBER-positive.EBV infection was found to be significant correlation with age over 60 years and poor response to therapy (P =0.025,P =0.049,respectively).However,EBV infection had no relationship with the overall survival,the presence of B symptom and the Ann Arbor stage.Conclusion In AITCL,EBV infection seems not to be associated with the overall survival,B symptom and Ann Arbor stage,but it may have impacts on theraputic response.

ObjectiveTo investigate the diagnostic significance of different pathology techniques (Immunohistochemistry and ISH)to detect EBV on bone marrow biopsy tissues of hemophagocytic syndrome. Methods Histological,immunohistochemicalandinsituhybridizationwereusedtostudythe hemophagocytic features and expression of LMP-1,EBER and other markers.Results25 out of 51 cases (49.0 ％)showed an active proliferation growth pattern while other 12 cases(23.5 ％)demonstrated a deterioration morphological character compared with their same age group. The left 14 cases (27.5 ％) showed a normal myeloproliferative pattern. 91.4 ％ (32/35) expressed CD68/KP-1 and 89.5 ％ (17/19) cases expressed CD68/PG-M1, which showed an abnormal increase of monocytes. 26 out of 51 cases (51.0 ％) were positive for EBER,while EBER and immunohistochemistry on LMP-1 were detected simultaneously in 41 cases.The EBER were positive in 19 cases(46.3 ％)but none for LMP-1(P =0.000).ConclusionHypoplasia or hemophagocytic features could be detected on bone marrow biopsy tissues of hemophagocytic syndrome, which might be slightly difficult to diagnose. So immunohistochemistry would be essential. Meanwhile, the detection of EBER is more helpful than LMP-1 for diagnosis.

Aim To investigate the immunomodulatory effects of sea cucumber fucoidan ( SC-FUC) on macro-phage and the signaling pathways. Methods Cell via-bilities in response to different concentrations of SC-FUC were analyzed by MTT, phagocytosis ability was detected by neutral red,and nitric oxide ( NO) produc-tion was examined by Griess reaction kit. The mRNA expression levels of IL-6 , IL-10 , Toll-like receptors (TLRs) and related signal molecules MyD88, TRIF, NF-κB were assayed by real-time PCR. All the experi-ments were based on murine RAW264. 7 cell line. Re-sults SC-FUC could promote RAW264 . 7 cell prolif-eration, phagocytosis as evidenced by uptake of neutral red and release of NO. The effects were significant at the early stage (6 h and 12 h) . SC-FUC could up-reg-ulate the expression of IL-6 , IL-10 , TLR4 , TLR5 , TLR9. Moreover, mRNA expressions of TLRs signaling molecules were increased, as well as MyD88, TRIF, NF-κB. Conclusions SC-FUC could activate macro-phage, and then promote the immune function by pro-moting production or expression of NO, IL-6, IL-10. It is speculated to be relevant to activated cell surface re-ceptors in macrophage, including TLR4, TLR5, TLR9, and NF-κB signaling pathways.

Objective To study the clinicopathologic features and explore the potential prognostic factors of extranodal marginal zone lymphoma of mucosa-associated lymphoid tissue (MALT lymphoma).Methods 86 patients diagnosed with MALT lymphoma were retrieved and divided into 2 subgroups according to the location of tumor,namely gastric (32 cases) and non-gastric (54 cases) subgroup.Histological characteristics were reassessed on hematoxylin-eosin staining slides,and immunophenotypic features were determined by immunohistochemical staining.Interphase fluorescence in-situ hybridization (FISH) was carried out to detect the cytogenetic abnormalities.Results There were no significant difference of clinical behavior,histology,and immunophenotype between gastric and non-gastric subgroups.In addition,FISH detected t(14;18) in 9 ％ (4/45) and t(11;18) in 12 ％ cases (6/50) respectively.Among the 20 cases treated with H pylori (HP) eradication,a significantly lower remission rate was observed in cases with bcl-10 (20 ％) nuclear expression or those harboring t(11;18) (33 ％) compared with those in the negative group (73 ％,91％)(x2 =3.842 and 4.639,P =0.035 and 0.031,respectively).For the 35 non-gastric patients with follow-up data,males (35 ％) and patients older than 60 yrs (25 ％) tended to have a lower remission rate as compared to females (60 ％) and those younger than 60 yrs (63 ％) (x2 =3.905 and 7.373,P =0.048 and 0.007,respectively).Moreover,progression-free survival rate was significantly lower in patients with higher stage (ⅢⅣ) (25 ％) and without t(14;18) (50 ％) than that in patients with stage Ⅰ-Ⅱ (52 ％) and with t(14;18)(75 ％).The differences had statistical significance (x2 =4.207 and 4.363,P =0.040 and 0.037,respectively).Conclusion MALT lymphoma in general is an indolent B-cell non-Hodgkin’ s lymphoma which more frequently occurs in the elderly people.Differences in the response to treatment or the prognosis are observed between gastric and non-gastric MALT lymphoma patients.