1.Effect of slice thickness on reproducibility of radiomic features in urinary stones
Lei TANG ; Shixia WANG ; Zhenlu YANG ; Wuchao LI ; Xianchun ZENG
Journal of Practical Radiology 2024;40(10):1663-1666
Objective To explore the effect of CT slice thickness on the reproducibility of radiomic features in urinary stones.Methods A retrospective analysis was performed on 30 cases of stones diagnosed by urinary CT.Thin-slice(1 mm)images were reconstructed into two groups of images with thicknesses of 2 mm and 5 mm.Two radiologists conducted manual segmentation independently and then extracted features.The reproducibility of the radiomic features was calculated using the concordance correlation coefficient(CCC).Results Under different slice thickness conditions by the same radiologist,the average CCC of all groups was less than 0.85(P<0.05).For radiologist A,the proportion of stone features with CCC<0.85 were 50.13%,79.91%,and 82.38%in the 1 mm vs 2 mm group,2 mm vs 5 mm group,and 1 mm vs 5 mm group,respectively.Corresponding values for radiologist B were 44.55%,79.47%and 82.32%,respectively.Among the seven categories of radiomic features,the morphological features with CCC<0.85 was 100%in the 1 mm vs 5 mm group.Conclusion CT slice thickness significantly affected the reproducibility of radiomic features in urinary stones,with the greatest effect observed in morphological features.Thin-slice imaging demonstrated more stable reproducibility of stone characteristics.
2.Preoperative CT radiomics models for predicting composition of in vivo urinary calculi
Lei TANG ; Shixia WANG ; Wuchao LI ; Xianchun ZENG ; Yunzhao AN ; Bin SONG
Chinese Journal of Medical Imaging Technology 2024;40(8):1216-1220
Objective To observe the value of preoperative CT radiomics models for predicting composition of in vivo urinary calculi.Methods Totally 543 urolithiasis patients were retrospectively enrolled and divided into calcium oxalate monohydrate stone group(group A,n=373),anhydrous uric acid stone group(group B,n=86),carbonate apatite group(group C,n=30),ammonium urate stone group(group D,n=28)and ammonium magnesium phosphate hexahydrate stone group(group E,n=26)according to the composition of calculi,also divided into training set and test set at the ratio of 7:3.Radiomics features were extracted and screened based on plain CT images of urinary system.Five binary task models(model A-E corresponding to group A-E)and a quinary task model were constructed using least absolute shrinkage and selection operator algorithm for predicting the composition of calculi in vivo.Then receiver operating characteristic curves were drawn,and the area under the curves(AUC)were calculated to evaluate the predictive efficacy of binary task models,while the accuracy,precision,recall and F1 score were used to evaluate the predictive efficacy of the quinary task model.Results All binary task models had good efficacy for predicting the composition of urinary calculi in vivo,with AUC of 0.860-0.948 in training set and of 0.856-0.933 in test set.The accuracy,precision,recall and F1 score of the quinary task model for predicting the composition of in vivo urinary calculi was 82.25%,83.79%,46.23%and 0.596 in training set,respectively,while was 80.63%,75.26%,43.48%and 0.551 in test set,respectively.Conclusion Binary task radiomics models based on preoperative plain CT had good efficacy for predicting the composition of in vivo urinary calculi,while the quinary task radiomics model had high accuracy but relatively poor stability.
3.Application of modified articular disc anchorage in treating the perforation and rupture of temporomandibular joint disc.
Tiebiao WANG ; Wuchao ZHOU ; Yin XIAO ; Jialong CHENG ; Zhoucheng OUYANG ; Chen CHENG ; Weihong XI
West China Journal of Stomatology 2023;41(4):434-442
OBJECTIVES:
This study aimed to use modified articular disc anchorage in treating old irreducible temporomandibular joint (TMJ) disc displacement with perforation and rupture, as well as to explore its efficacy.
METHODS:
A total of 31 patients (34 sides) with 47 TMJ disc perforations who underwent surgical treatment in the Affiliated Stomatolo-gical Hospital of Nanchang University from January 2018 to December 2021 were selected. According to the location of disc perforation, it has five types: posterior disc perforation (typeⅠ), anterior disc perforation (typeⅡ), lateral disc perforation (type Ⅲ), composite disc perforation, and destruction disc perforation. The modified methods of disc anchoring were divided into two types according to the location of the perforation. TypesⅠandⅢ disc perforation were trea-ted by posterior anchoring method. For posterior ancho-ring, a screw was implanted into the posterolateral side of the condylar neck, and the disc was fixed on the screw by horizontal mattress suture. TypeⅡdisc perforation and compo-site disc perforation combined typeⅡperforation were treated by anterior and posterior double-anchoring method. For anterior anchoring, anchor screws or holes were placed at the anterior edge of the condylar neck, and horizontal mattress suture was performed at the posterior edge of the anterior perforation with an anchor wire. The articular disc was then fixed on the anchor screws or holes. For the posterior anchoring method, it was the same as the previous one. Paired t test was used to analyze the visual analog scale (VAS), maximum interincisal opening (MIO), and TMJ disorder index (CMI) of the patient before surgery and 1, 3, and 6 months after surgery. Disk-condyle position relationship by magnetic resonance imaging and postoperative quality of life in postoperative were analyzed.
RESULTS:
The incidence of perforation was 41.2% (14/34) in typeⅠ, 11.8% (4/34) in typeⅡ, 8.8% (3/34) in typeⅢ, 29.4% (10/34) in composite type, and 8.8% (3/34) in destruction type. The VAS, MIO, and CMI at 3, 6 months after operation significantly improved compared with those before operation (P<0.05). The effective reduction rate of disc was 96.77% (30/31). The quality of life at 6 months after surgery was 47.22±2.13, and the rate of excellent evaluation was 96.4% (27/28).
CONCLUSIONS
Modified articular disc anchorage achieves a good curative effect for treating temporomandibular joint disc perforation and rupture. Nevertheless, its long-term effect requires further observation.
Humans
;
Temporomandibular Joint Disc/surgery*
;
Quality of Life
;
Joint Dislocations/surgery*
;
Temporomandibular Joint Disorders/surgery*
;
Magnetic Resonance Imaging/methods*
;
Temporomandibular Joint/pathology*
;
Mandibular Condyle
4.Adult hemophagocytic syndrome in emergency department setting: the implications of hormone therapy on diagnosis and prognosis
Wuchao WANG ; Siqi LIU ; Jihong ZHU
Chinese Journal of Emergency Medicine 2022;31(11):1508-1514
Objective:To assess the implications of hormone therapy on confirmation of clinical diagnosis and prognosis of adult hemophagocytic syndrome (HPS) in the emergency department setting.Methods:The eligible 34 patients admitted with suspected HPS in the Emergency Department of Peking University People's Hospital from September 2019 to August 2021 were respectively collected. The patients were divided into the death group and survival group according to the prognosis and divided into early hormone therapy group and standard hormone therapy group according to the timing of hormone application. Patients in the early hormone therapy group were divided into the routine 4 criteria group and non-routine 4 criteria group according to the conditions of meeting the four HLH-2004 diagnostic criteria. Medical records of the following were collected and statistically analyzed: complete blood count, blood biochemical index, coagulation function, serum ferritin, NK cell activity, sCD25 level, peripheral blood smear, bone marrow biopsy, abdominal ultrasound scan, and abdominal CT on admission, and recheck the clinical indicators such as blood count, blood biochemical index and blood coagulation dunction 5-7 days later.Results:①Patients from the death group were older, with higher APACHEⅡ scores and SOFA scores, higher total bilirubin, and lower serum albumin. ② Univariate Logistic analysis showed age ( OR=1.098, CI: 1.019-1.183, P=0.014), APACHE Ⅱ score ( OR=1.144, CI: 1.017-1.285, P=0.024), SOFA score ( OR=1.441, CI: 1.079-1.925, P=0.013) were associated with the risk of death. Multivariate Logistic analysis showed that age ( OR=1.099, CI: 1.014-1.190, P=0.021) was associated with the risk of death. There was no significant correlation between early hormone therapy and clinical prognosis. Kaplan-Meier survival curves showed that there was no difference in the 60-day survival rate between the early hormone therapy group and the standard hormone therapy group. ③ The level of triglyceride still increased after early hormone therapy, and the number of indexes meeting the diagnostic criteria of HLH-2004 increased significantly. All patients met the criteria of Hscore>169, and 3 patients did not meet at least 5 diagnostic criteria of HLH-2004, accounting for 16.7% of the total cases of early hormone therapy. ④ Starting hormone therapy when the four HLH-2004 diagnostic criteria were met could reduce the length of hospital stay. Prothrombin time and activited partial thomboplastin time were closer to normal levels in patients 5-7 days after treatment. Early hormone therapy had no significant effect on treatment response and in-hospital death risk. There were no significant differences in APACHE Ⅱ score, SOFA score, confirmation of diagnosis, treatment response, clinical prognosis, and related clinical indicators after hormone therapy between the routine 4 criteria and non-routine 4 criteria groups. Conclusions:Initiation of early hormone therapy has no significant effect on the confirmation of clinical diagnosis, treatment response, in-hospital mortality, and 60-day survival rate of patients with HPS, and can quickly correct coagulation dysfunction and effectively reduce the length of hospital stay. An earlier start of hormonal therapy (meeting the four HLH-2004 diagnostic criteria) may be considered by the emergency physician when a patient is highly suspected of HPS diagnosis
5. Temporal expression of triggering receptors expressed by myeloid cells-1 during the development of experimental periodontitis in rat
Wuchao WU ; Shanshan CHEN ; Kun WANG ; Yun YANG ; Yafei WU ; Lei ZHAO
Chinese Journal of Stomatology 2018;53(3):157-163
Objective:
To illuminate the temporal expression of the triggering receptor expressed on myeloid cells-1 (TREM-1) in the experimental periodontitis in rat and to investigate the function of TREM-1 in the pathogenesis of experimental periodontitis in rat.
Methods:
The experimental periodontitis model was established in the maxillary first molar by means of 'wire ligation + vaccination periodontal pathogen
6.Clinical efficacy of CT-guided radiofrequency thermal coagulation for the treatment of primary trigeminal neuralgia
Hualun CHEN ; Wuchao WANG ; Xiaoli GUO ; Weiwei GAO
Journal of Interventional Radiology 2017;26(10):918-921
Objective To evaluate the clinical effect of CT-guided radiofrequency thermal coagulation in treating primary trigeminal neuralgia.Methods A total of 165 patients with primary trigeminal neuralgia were selected as research objects.The patients were randomly divided into radiofrequency thermal coagulation group (study group,n=83) and drug damage group (control group,n=82).For the treatment of trigeminal neuralgia,CT-guided radiofrequency thermal coagulation was carried out in the patients of the study group,and CT-guided percutaneous puncturing of oval foramen with epirubicin injection as chemical damage therapy was employed in the patients of the control group.Follow-up check-up was conducted at 3,6,12 and 36 months after the treatment.Visual analog score (VAS),total effective rate and incidence of complications were calculated and the results were compared between the two groups.Results The excellent therapeutic rate of the study group was significantly better than that of the control group,the difference between the two groups was statistically significant (P<0.05).The incidence of complications in the study group was remarkably lower than that in the control group,the difference between the two groups was statistically significant (P<0.05).The VAS pain score of the study group was much lower than that of the control group.The total therapeutic effect in the study group was more prominent.Conclusion In treating primary trigeminal neuralgia,CT-guided radiofrequency thermal coagulation has excellent clinical effect.Therefore,this technique is worthy of popularization and application in clinical practice.
7.Resting-state functional MRI amplitude of low-frequency fluctuation in drug-naive idiopathic epilepsy
Lin JIANG ; Lan PENG ; Tijiang ZHANG ; Dawei LIAO ; Yanan WANG ; Quanzhong ZHOU ; Lala BAI ; Chong TIAN ; Wuchao LI ; Xingyu WANG ; Guoming ZHANG ; Heng LIU ; Kewen ZHU
Journal of Medical Postgraduates 2015;(12):1268-1275
Objective The aim of this study was to investi-gate the changes of brain function in patients with drug-naive idiopath-ic epilepsy ( DNIE ) using resting-state functional MRI ( rs-fMRI ) amplitude of low-frequency fluctuation ( ALFF) , analyze the correlation of abnormal brain regions with the clinical variable ( disease course) , and gain a deeper insight into the pathophysiological mechanisms of idiopathic epilepsy. Methods This study included 25 cases of DNIE (15 males and 10 females) and 34 cases of drug idiopathic epilepsy (DIE, 22 males and 12 females).Another 25 healthy volunteers matched with the DNIE patients in sex, age, education and handedness were recruited as normal controls.The rs-fMRI data obtained from all the subjects were processed, subjected to ALFF analysis, and compared among the DNIE, DIE, and nor-mal control groups.The correlation was evaluated between the ALFF statistical brain mapping and the course of disease. Results Obvious differences were found in ALFF among the DNIE, DIE and control subjects.Compared with the normal controls, the DNIE pa-tients showed increased ALFF in the right inferior temporal gyrus, right lingual gyrus and right cuneus, but decreased ALFF in the right insula, left hippocampus, right midbrain, right middle frontal gyrus, left anterior cingulated gyrus, left middle cingulate gyrus and right inferior parietal lobule.In comparison with the DIE patients, those of the DNIE group exhibited increased ALFF in the left inferior occipital gyrus, right middle occipital gyrus and left middle occipital gyrus, but decreased ALFF in the right inferior frontal gyrus, left insula, right superior temporal gyrus and right middle frontal gyrus.In the DNIE patients, the disease course was found to be correlated positively with ALFF in the right cerebellum posterior lobe, left cerebellar tonsil, right lingual gyrus, left orbital gyrus, left middle oc-cipital gyrus, left corpus callosum, left caudate nuclear, left superior frontal gyrus, left medial frontal gyrus, right precuneus and left middle frontal gyrus, but negatively with ALFF in the right parahippocampal, right superior temporal gyrus, left superior temporal gyrus and right post-central gyrus. Conclusion The ALFF of resting-state cerebral function is abnormal in DNIE patients.The correlation between ALFF and the clinical variable ( disease course) provides a new insight into the pathophysiological mechanisms of epilepsy.
9.Fibrinogen/C reactive protein ratio as a parameter for diagnosis of disseminated intravascular coagulation in patients with sepsis.
Chinese Journal of Emergency Medicine 2014;23(8):903-907
Objective To determine if the fibrinogen/C reactive protein (CRP) ratio could be used in sepsis patients as a predictor for disseminated intravascular coagulation.Methods A total of 61 patients with sepsis admitted to emergency intensive care unit (EICU) were enrolled.C reactive protein (CRP) and variables of coagulation such as Platelet (PLT),prothrombin time (PT),activated partial thrombopastin time (APTT),fibrinogen and D-dimer were analyzed during 24 hours after admission to EICU.APACHE Ⅱ score,ISTH score and JAAM score were evaluated.According to DIC score (JAAM score and ISTH score),the patients were divided into two groups:overt DIC and no overt DIC.Data were expressed in mean ±standard deviation and were statistically analyzed by SPSS 17.0.The differences of CRP,PLT,PT,APTT,fibrinogen and D-dimer of patients in each group were analyzed by independent samples t test.The receiver-operating characteristics (ROC) analysis was performed to predict the diagnostic power of the variables fibrinogen,CRP,and fibrinogen/C reactive protein (CRP) ratio.In addition,the odds ratios (OR) were estimated by chi-square test and the 95% confidence intervals were calculated.Results In overt DIC group fibrinogen/C reactive protein (CRP) ratio was significantly lower.The receiver-operating characteristic analysis showed for the fibrinogen/C reactive protein (CRP) ratio (area under the curve:ISTH criteria 0.691 and JAAM criteria 0.814) significantly better discriminative power than for fibrinogen (area under the curve:ISTH criteria 0.608 and JAAM criteria 0.429) and CRP (area under the curve:ISTH criteria 0.561 and JAAM criteria 0.788).The odds ratio for fibrinogen/C reactive protein (CRP) ratio (< 45) was 11.14 and CRP (> 70 mg/L) was 8.05.Conclusions We suggest that the fibrinogen/C reactive protein (CRP)ratio could be a diagnostic factor for the occurrence of disseminated intravascular coagulation in sepsis patients.
10.Study on the resonance frequency comparison between rat and rabbit bowels
Guangyu YANG ; Jihong ZHOU ; Xiuzhu ZHANG ; Zhiyong YIN ; Liang ZHANG ; Xin NING ; Hong DONG ; Wuchao WANG ; Xuhui WANG ; Dawei LIU
International Journal of Biomedical Engineering 2011;34(5):275-278,283
Objective To find out the accurate resonance frequencies and vibration characteristics of intestine,lung,kidney,stomach,heart and liver of rat and rabbit in low frequency and to provide basic data for the study of organs' resonance injury and reaction.Methods Eight rats and eight rabbits were anaesthetized with 1.5% sodium pentobarbital and acceleration sensor was fixed to the surface of their bowels.The rats were fastened on their back on the veneer hung horizontally by rubber band.The veneer was hammered upward from the down side,and the biggest value of frequency spectrum was considered the resonance frequency.Rabbits were fastened on their back on vibration platform and 2 mm amplitude vibration was given with the sweeping-frequency from 2 Hz to 50 Hz.The bowels amplitudes on each frequency point were measured.The frequency corresponding to the biggest amplitude was considered the resonance frequency.Results The resonance frequencies of rat intestine,lung,kidney,stomach,heart and liver were respectively 3.8,3.2,6.6,7.0,4,6 and 3.0 Hz within frequency interval of 0 Hz to 20 Hz.The resonance frequencies of rabbit intestine,lung,kidney,stomach,heart and liver were respectively 6.0,5.0,7.0,8.0,6.0 and 7.0 Hz within frequency interval of 2 Hz to 50 Hz.The vibration amplitude of lung was the biggest at the resonance frequency.The resonance frequencies of both rat and rabbit bowels showed no statistical correlations to body weights,bowel mass and bowel volumes.Conclusion Bowel resonance frequencies of rat and that of rabbit are evidently statistical different except for that of kidney.The resonance frequency values of rabbit bowels are closer to that of dog and monkey than to that of rat.Thus the resonance injury characteristic of rabbit bowels can be the research basis for dog,monkey,and even human bowels resonance injury.

Result Analysis
Print
Save
E-mail