1.Two-dimensional Reconstruction and Three-dimensional Visualization of MRI Images Based on Compressed Sensing
Xiumei CHEN ; Jingshi WANG ; Wei WANG ; Min TANG
Chinese Journal of Medical Imaging 2015;(3):235-240
Compressed sensing (CS) is a novel theoretical framework for information acquisition and processing. Taking advantages of the sparsity or compressibility of the signals inherent in the real world, compressed sensing can collect compressed data at the sampling rate much lower than that needed in Shannon's theorem based on random measurement matrix. This technique is used in medical imaging to accelerate MRI's scanning speed, reduce radiation dosage and alleviate patients' suffering. The whole process of the proposed algorithm was as follows: firstly, the wavelet transform was applied to achieve sparse representation of medical images and reserve certain parts with maximal coefficients; secondly, the reconstruction based on CS theory were achieved according to the improved optimized orthogonal matching pursuit (OOMP) algorithm;finally, maximum intensity projection algorithm was used to achieve three-dimensional volume reconstruction. The experimental results demonstrated that our proposed two-dimensional reconstruction method was accurate and effective, which was verified qualitatively by the local detail magnification of images and quantitatively by peak signal-to-noise ratio and sectional comparison. Therefore, the three-dimensional reconstruction can be rather helpful in clinic diagnosis and treatment.
2.Advances of febrile infection-related epilepsy syndrome
Jingshi CHEN ; Yan DONG ; Runchun ZHANG ; Lili WANG ; Aifang GUO
Chinese Journal of Applied Clinical Pediatrics 2016;31(24):1917-1920
Febrile infection -related epilepsy syndrome(FIRES)is a newly named entity of epileptic encepha-lopathy in recent years.As one of the hot spots studied by domestic and foreign scholars,the etiology and pathogenesis of FIRES,which has a poor treatment and outcome,are undefined.It manifests with refractory seizures and status epilep-ticus in previously healthy school -aged children after banal febrile illness.In addition,with the negative response to currently available treatments,there are a poor prognosis and a high mortality rate in FIRES.Survivors are typically left with refractory partial epilepsy and severe cognitive impairment.Through domestic and foreign literature,this article re-views the potential pathogenesis,clinical features,treatment and prognosis of the syndrome,and provides theoretical ba-sis and new ideas for clinical diagnosis and treatment.
3.Preliminary value of multimodal MRI radiomics in the diagnosis of neonatal white matter lesions
Hong YU ; Jingshi WANG ; Zhongbo CHEN
Chinese Journal of Postgraduates of Medicine 2023;46(9):810-815
Objective:To investigate the effectiveness of multimodal magnetic resonance imaging (MRI)-based radiomics models in the auxiliary diagnosis of neonatal cerebral white matter lesion (WML).Methods:Clinical and MRI imaging data were collected from 91 children diagnosed with WML in Dalian Women and Children′s Medical Center from April 2018 to December 2021, including 58 cases in the good prognosis group and 33 cases in the poor prognosis group. The region of interest (ROI) was drawn for the lesion of each sequence image (T 1WI, T 2WI, DWI and SWI). Three models, T 1WI+T 2WI (model 1), T 1WI + T 2WI + DWI (model 2) and T 1WI + T 2WI + SWI (model 3), were created. Resample of the ROI, pre-processing of images and extraction of features were performed by using PyRadiomics, and the extracted features were standardized on the Dr.Wise research platform. A logistic regression classifier was used to create the radiomics model and 5-fold cross-validation was carried out 10 times. Key features were screened, and the receiver operating characteristic (ROC) curve was drawn to evaluate the predictive ability of the models. And DeLong was used to compare the effectiveness of different models. Results:The AUC values of model 2 (0.95) and model 3 (0.93) in the validation set were higher than that of model 1 (0.90). The accuracy, sensitivity and specificity of model 1, model 2, and model 3 were (86%, 89% and 87%), (79%, 88% and 88%) and (90%, 90% and 86%), respectively. The differences between model 1 and model 2 by DeLong′s test was statistically significant ( P<0.05), whereas there was no statistically significant differences between model 3 and model 1 or between model 3 and model 2 ( P>0.05). Conclusions:Multimodal MRI-based radiomics model was proved to be an effective tool in the auxiliary diagnosis of neonatal WML.
4.Predictive value of N-terminal-pro-B-type brain natriaretic peptide and B-type brain natriaretic peptide in premature infants with symptomatic patent ductus arteriosus
Li WANG ; Chuanzhe CHEN ; Jingshi WANG ; Yanfeng LIU ; Dong LI
Chinese Journal of Postgraduates of Medicine 2020;43(6):504-508
Objective:To explore the predictive value of N-terminal-pro-B-type brain natriaretic peptide (NT-pro BNP) and B-type brain natriaretic peptide (BNP) of symptomatic patent ductus arteriosus (sPDA) in premature infants.Methods:Sixty premature infants were recruited. The gestational age was 26-32 weeks and the birth weight was less than 1 500 g. According to the echocardiography measured on the 3rd day, the infants were divided into PDA group (40 cases) and control group (20 cases). PDA group was divided into sPDA group (20 cases) and asPDA group (20 cases). The sPDA group was divided into treatment group (10 cases) and non-treatment group (10 cases). The asPDA group was further divided into self-closed group (10 cases) and non- self-closed group (10 cases). NT-pro BNP and BNP were examined on the 3rd and 7th day.Results:The level of NT-pro BNP among sPDA group, asPDA group and control group had significant difference on the 3rd and 7th day ( P<0.05). On the 7th day, the level of NT-pro BNP between treatment group and non-treatment group had significant difference [4 082(111 - 7 566) ng/L vs. 9 643 (2 362 - 25 000) ng/L, P<0.05] between self-closed group and non- self-closed group [603 (27 - 1 698) ng/L vs. 4 595 (896 - 9 873) ng/L, P<0.05]. The level of NT-pro BNP on the 3rd day was positively correlated with of ductus arteriosus diameter, ratio of left atrium diameter and aortic root diameter, ratio of ductus arteriosus diameter and left pulmonary artery diameter ( r=0.358 - 0.455, P<0.05). The area under the curve drawn by NT-pro BNP on the 3rd day was 0.783. Conclusions:The level of NT-pro BNP on the 3rd day can be used as a predictor of sPDA.
5.Clinical characteristics of 10 patients of chronic active Epstein-Barr virus infection with intestinal involvement misdiagnosed as inflammatory bowel disease
Yu LI ; Deli SONG ; Leilei CHEN ; Zhengyang SONG ; Wenqing LI ; Jingshi WANG
Chinese Journal of Infectious Diseases 2024;42(6):356-362
Objective:To analyze the clinical characteristics of patients of chronic active Epstein-Barr virus infection (CAEBV) with intestinal involvement misdiagnosed as inflammatory bowel disease (IBD).Methods:A retrospective analysis was conducted on the clinical characteristics, laboratory results, digestive endoscopic findings, histological results, treatment and prognosis of 10 patients with CAEBV intestinal involvement who were misdiagnosed as IBD and treated at the Department of Hematology, Beijing Friendship Hospital, Capital Medical University from February 2019 to November 2022. Epstein-Barr virus-encoded small RNA (EBER) was detected by in situ hybridization. Results:Among the 10 patients with CAEBV, eight were males and two were females. Seven patients had been misdiagnosed as ulcerative colitis and three misdiagnosed as Crohn′s disease. The median age of onset was 36 years (ranged from 26 to 52 years), and the median time from onset to CAEBV diagnosis was 18.5 months (ranged from 2.0 to 96.0 months). The main clinical characteristics of these patients included fever >38.5 ℃ in 10 cases, diarrhea in seven cases, abdominal pain in seven cases, abdominal lymph node enlargement in six cases and hematochezia in seven cases. Six patients primarily presented with gastrointestinal symptoms, and seven patients had involvement of extraintestinal organs, three patients developed hemorrhagic shock due to gastrointestinal bleeding. The laboratory findings included anemia in seven cases, elevated erythrocyte sedimentation rate in six cases, decreased natural killer cell activity in five cases, and elevated ferritin in three cases. Epstein-Barr virus (EBV) DNA were detected in the peripheral blood mononuclear cells (PBMCs) of nine patients, with a median viral load of 23 000 copies/mL. Seven patients were tested positive for anti-EBV viral capsid antigen IgG and nuclear antigen 1 IgG. The main endoscopy findings were hyperemia, edema of the affected intestinal wall mucosa, which could be accompanied by erosion, multiple scattered shallow ulcers with varying sizes. There were six patients with total colon involvement. The rectum was involved in three patients, and the esophagus, gastric antrum, duodenum and small intestine were each involved in one patient. Seven patients underwent follow-up colonoscopy after diagnosis, and four cases progressed. All 10 patients showed active chronic inflammation in the histopathological examinations of their intestinal tissue, with crypt changes in four cases and granulomatous changes in one cases. The intestinal tissues of eight patients were positive for EBER staining, and EBER positive cells≥50 cells/high-power field in seven patients. Seven patients were treated with 5-aminosalicylic acid before the correct diagnosis. Five patients had not improved or progressed upon the follow-up colonoscopy. Two patients died of uncontrolled massive hemorrhage of digestive tract.Conclusions:The clinical, endoscopic and pathological findings of patients with CAEBV intestinal involvement lack specificity. For IBD patients initially diagnosed accompanied by fever and evidence of extraintestinal organ involvement, it is recommended to simultaneously detect EBV DNA in PBMCs and blood plasma, EBER in intestinal tissue, and identify the main EBV-infected cells in peripheral blood and/or tissue, to distinguish CAEBV.
6.Treatment outcomes and prognostic analysis of 61 Epstein-Barr virus-associated hemophagocytic lymphohistiocytosis.
Xiangzong ZENG ; Na WEI ; Yi'ni WANG ; Jingshi WANG ; Jia ZHANG ; Lin WU ; Wenqiu HUANG ; Zhuo GAO ; Ruijun PEI ; Jianhang CHEN ; Zhili JIN ; Zhao WANG
Chinese Journal of Hematology 2015;36(6):507-510
OBJECTIVETo investigate the outcomes, survival status, and the prognostic factors of Epstein-Barr virus-associated hemophagocytic lymphohistiocytosis (EBV-HLH) patients.
METHODSA retrospective study was carried out to analyze the clinical data of 61 EBV-HLH cases, from January 2008 to July 2014. Prognostic factors were analyzed through COX model (single factor and multiple factors).
RESULTSA total of 246 patients with HLH were diagnosed, among which 102 cases were with EBV infection (including 61 EBV-HLH, 36 lymphoma associated HLH, 5 primary HLH. Among the 61 cases, 40 were male and 21 were female, with a ration of 1.9:1. The median age was 28 years (range, 12-78). 1, 3, 6 and 12-month overall survival rates of 61 EBV-HLH were 65.6%, 47.5%, 32.4%, and 25.0%, respectively. The median follow-up time was 3 (0.5-28) months. 12 patients didn't use etoposide within 4 weeks after diagnosis, while HLH-94 protocol was used in 33 patients and HLH-2004 protocol was used in 16 patients. Response rates of theses three groups were 33.3%, 51.5%, and 43.8%, respectively (P=0.401). There was statistically difference between the group without etoposide and the HLH-94/ HLH-2004 group in the overall survival rate (P=0.033). Serum albumin level (P=0.033) and whether EBV could became negative (P=0.010) were independent predictors for EBV-HLH.
CONCLUSIONEBV-HLH patients have severe clinical feature and poor prognosis. Early application of immune chemotherapy based on etoposide can improve survival. Serum albumin level and whether EBV can become negative are independent prognostic factors for survival.
Adolescent ; Adult ; Aged ; Child ; Epstein-Barr Virus Infections ; Etoposide ; Female ; Herpesvirus 4, Human ; Humans ; Lymphohistiocytosis, Hemophagocytic ; Male ; Middle Aged ; Prognosis ; Retrospective Studies ; Survival Rate ; Treatment Outcome ; Young Adult
7.Clinical characteristics of 192 adult hemophagocytic lymphohistiocytosis.
Wenqiu HUANG ; Yini WANG ; Jingshi WANG ; Jia ZHANG ; Lin WU ; Shuo LI ; Ran TANG ; Xiangzong ZENG ; Jianhang CHEN ; Ruijun PEI ; Zhao WANG
Chinese Journal of Hematology 2014;35(9):796-801
OBJECTIVETo analyze the clinical manifestations, laboratory data, therapy, and prognosis in patients with hemophagocytic lymphohistiocytosis (HLH).
METHODSA retrospective study was carried out in 192 adult patients with HLH between 2003 and 2013.
RESULTSOf the 192 cases, 70 cases were secondary to cancer and 64 cases secondary to infection. According to HLH-2004 criteria, the coincidence rate of indices were: fever (98.96%), high level of serum ferritin (94.27%), increased level of soluble interleukin- 2 receptor(sCD25) (94.79%), decreased or absent activity of NK cells (94.27%), cytopenias (80.73%), splenomegaly (80.21%), emophagocytosis in bone marrow, spleen or lymph nodes (74.48%), hypofibrinogenemia (50.52%), hypertriglyceridemia (37.50%). In addition, 94.27% of patients were presented with liver dysfunction, 96.35% with infections, and 75.52% with coagulopathy. Incidences of central nervous system symptoms and rash were 19.27% and 20.31%, respectively. Among cancer, infection and rheumatic group, there were statistically differences on white blood cells (WBC), platelet (PLT), sCD25, alanine aminotransferase, aspartate aminotransferase, total bilirubin and globulin(GLO) (P<0.05). The differences of WBC, PLT, albumin (ALB), GLO, brain natriuretic peptide, creatinine, urea nitrogen between survival group and death group had statistical significance.
CONCLUSIONThe secondary HLH occurs from various underlined diseases. Cancer, especially T- cell lymphoma, is the main cause, Secondly, it is EB virus infection. The diagnostic sensitive indicators are Persistent fever, higher level of serum ferritin, low or absent NK-cell activity, and increased sCD25 were the most valuable parameters for diagnosis. Cytopenias were not common in early phase of HLH secondary to rheumatic diseases. WBC, PLT, ALB, GLO could be used as the preliminary parameters for diagnosis. Cardiac insufficiency, renal insufficiency and coagulation dysfunction play important roles in prognosis.
Adult ; Bone Marrow ; Fever ; Humans ; Killer Cells, Natural ; Lymphohistiocytosis, Hemophagocytic ; Prognosis ; Retrospective Studies