1.CT radiomics and clinical indicators combined model in early prediction the severity of acute pancreatitis
Dandan XU ; Aoqi XIAO ; Weisen YANG ; Yan GU ; Dan JIN ; Guojian YIN ; Hongkun YIN ; Guohua FAN ; Junkang SHEN ; Liang XU
Chinese Journal of Emergency Medicine 2024;33(10):1383-1389
Objective:To explore the value of the Nomogram model established by CT radiomics combined with clinical indicators for prediction of the severity of early acute pancreatitis (AP).Methods:From January 2016 to March 2023, the AP patients in the Second Affiliated Hospital of Soochow University were retrospectively collected. According to the revised Atlanta classification and definition of acute pancreatitis in 2012, all patients were divided into the severe group and the non-severe group. All patients were first diagnosed, and abdominal CT plain scan and enhanced scan were completed within 1 week. Patients were randomly (random number) divided into training and validation groups at a ratio of 7:3. The pancreatic parenchyma was delineated as the region of interest on each phase CT images, and the radiomics features were extracted by python software. LASSO regression and 10-fold cross-validation were used to reduce the dimension and select the optimal features to establish the radiomics signature. Multivariate Logistic regression was used to select the independent predictors of severe acute pancreatitis (SAP), and a clinical model was established. A Nomogram model was established by combining CT radiomics signature and clinical independent predictors. Receiver operating characteristic (ROC) curve and decision curve analysis (DCA) were used to evaluate the predictive efficacy of each model.Results:Total of 205 AP patients were included (59 cases in severe group, 146 cases in non-severe group). 3, 5, 5 and 5 optimal radiomics features were selected from the plain CT scan, arterial phase, venous phase and delayed phase images of all patients, and the radiomics models were established. Among them, the arterial phase radiomics model had relatively better performance in predicting SAP, with an area under curve (AUC) of 0.937 in the training group and 0.913 in the validation group. Multivariate Logistic regression showed that C-reactive protein (CRP) and lactate dehydrogenase (LDH) were independent predictors of SAP, and they were used to establish a clinical model. The AUC in the training and validation groups were 0.879 and 0.889, respectively. The Nomogram model based on arterial phase CT radiomics signature, CRP and LDH was established, and the AUC was 0.956 and 0.947 in the training group and validation group, respectively. DCA showed that the net benefit of Nomogram model was higher than that of clinical model or radiomics model alone.Conclusions:The Nomogram model established by CT radiomics combined with clinical indicators has high application value for early prediction of the severity of AP, which is conducive to the formulation of clinical treatment plans and prognosis evaluation.
2.Predictive value of spectral CTA parameters for infarct core in acute ischemic stroke
Yan GU ; Dai SHI ; Yeqing WANG ; Dandan XU ; Aoqi XIAO ; Dan JIN ; Kuan LU ; Wu CAI ; Guohua FAN ; Junkang SHEN ; Liang XU
Chinese Journal of Emergency Medicine 2024;33(11):1572-1579
Objective:To investigate the value of dual-detector spectral CTA in distinguishing infarct core from penumbra in patients with acute ischemic stroke(AIS), and to further explore the risk factors associated with infarct core and their predictive value.Methods:The imaging and clinical data of 163 patients with AIS who met the inclusion criteria admitted to the Second Affiliated Hospital of Soochow University from March 2022 to May 2023 were retrospectively analyzed. Patients from March 2022 to December 2022 were used as the training group, and patients from January 2023 to May 2023 were used as the validation group for internal validation. The head and neck spectral CTA and brain CT perfusion imaging with dual-layer detector spectral CT were all carried out on all patients. Using CTP as reference, the patients were divided into infarct core group and non-infarct core group according to whether an infarct core occurred in the hypoperfusion regions of brain tissue. Multivariate logistic regression analysis was used to screen predictors related to the infarct core. The receiver operating characteristic (ROC) curve was used to evaluate the predictive efficacy.Results:A total of 163 patients were included in the study, including 112 in the training group and 51 in the validation group. There were significant differences in iodine density, effective atomic number, hypertension, triglyceride and neutrophils between the two groups ( P< 0.05). The cutoff values for iodine density values and effective atomic number values were 0.215 mg/mL and 7.405, respectively. Multivariate logistic regression analysis showed that iodine density and hypertension were independent risk factors for infarct core in AIS, and triglyceride was an independent protective factor. The area under the ROC curve (AUC) of iodine density value was the largest (0.859), with a sensitivity of 70.27%, and a specificity of 90.67%, which had a good predictive value. The ROC curve analysis results for the validation group were consistent with the training group. Conclusions:Spectral CT parameters iodine density values and effective atomic number values have the potential to distinguish the infarct core area from the penumbra area in patients with AIS. Iodine density and hypertension were independent risk factors of infarct core in AIS, triglyceride was an independent protective factor, and iodine density values obtained by dual-layer spectral detector CT had a high predictive value.
3.Feasibility of predicting expression of Ki-67 in lung adenocarcinoma via multi-parameter of duallayer spectral detector CT
Yiting CHEN ; Xiaoqiong NI ; Liang XU ; Guohua FAN ; Dan JIN
Journal of Practical Radiology 2024;40(10):1597-1600,1610
Objective To explore the feasibility of predicting expression level of Ki-67 in lung adenocarcinoma via multi-parameter of spectral CT.Methods The data of 226 patients with lung adenocarcinoma confirmed by pathology were analyzed retrospectively.The conventional and spectral CT parameters of the lesions were analyzed.According to Ki-67 expression level,all patients were divided into low expression group and high expression group.The parameters with statistical significance were identified as independent variables for multivariate logistic regression analysis to establish a logistic regression model for predicting the expression level of Ki-67.Receiver operating characteristic(ROC)curve was used to assess the diagnostic performance for each model,respectively.Results There were significant differences in the clinical factors of gender,smoking and chest pain between high and low Ki-67 expression groups.In spectral CT parameters,CT40 keV,CT100 keV,Z-effective(Zeff)and iodine concentration(IC)in the high expression group in arterial phase were significantly higher than those in the low expression group.Logistic regression analysis showed that CT100 keV was the independent risk factor for Ki-67 expression level.Both the spectral CT model and the combined model had high value in predicting the expression level of Ki-67 in lung adenocarcinoma,and the combined model had better diagnostic efficacy.Conclusion Spectral CT parameters combined with clinical factors have a certain value in predicting the expression level of Ki-67 in lung adenocarcinoma.
4.A multicenter prospective study on early identification of refractory Mycoplasma pneumoniae pneumonia in children
Dan XU ; Ailian ZHANG ; Jishan ZHENG ; Mingwei YE ; Fan LI ; Gencai QIAN ; Hongbo SHI ; Xiaohong JIN ; Lieping HUANG ; Jiangang MEI ; Guohua MEI ; Zhen XU ; Hong FU ; Jianjun LIN ; Hongzhou YE ; Yan ZHENG ; Lingling HUA ; Min YANG ; Jiangmin TONG ; Lingling CHEN ; Yuanyuan ZHANG ; Dehua YANG ; Yunlian ZHOU ; Huiwen LI ; Yinle LAN ; Yulan XU ; Jinyan FENG ; Xing CHEN ; Min GONG ; Zhimin CHEN ; Yingshuo WANG
Chinese Journal of Pediatrics 2024;62(4):317-322
Objective:To explore potential predictors of refractory Mycoplasma pneumoniae pneumonia (RMPP) in early stage. Methods:The prospective multicenter study was conducted in Zhejiang, China from May 1 st, 2019 to January 31 st, 2020. A total of 1 428 patients with fever >48 hours to <120 hours were studied. Their clinical data and oral pharyngeal swab samples were collected; Mycoplasma pneumoniae DNA in pharyngeal swab specimens was detected. Patients with positive Mycoplasma pneumoniae DNA results underwent a series of tests, including chest X-ray, complete blood count, C-reactive protein, lactate dehydrogenase (LDH), and procalcitonin. According to the occurrence of RMPP, the patients were divided into two groups, RMPP group and general Mycoplasma pneumoniae pneumonia (GMPP) group. Measurement data between the 2 groups were compared using Mann-Whitney U test. Logistic regression analyses were used to examine the associations between clinical data and RMPP. Receiver operating characteristic (ROC) curves were used to analyse the power of the markers for predicting RMPP. Results:A total of 1 428 patients finished the study, with 801 boys and 627 girls, aged 4.3 (2.7, 6.3) years. Mycoplasma pneumoniae DNA was positive in 534 cases (37.4%), of whom 446 cases (83.5%) were diagnosed with Mycoplasma pneumoniae pneumonia, including 251 boys and 195 girls, aged 5.2 (3.3, 6.9) years. Macrolides-resistant variation was positive in 410 cases (91.9%). Fifty-five cases were with RMPP, 391 cases with GMPP. The peak body temperature before the first visit and LDH levels in RMPP patients were higher than that in GMPP patients (39.6 (39.1, 40.0) vs. 39.2 (38.9, 39.7) ℃, 333 (279, 392) vs. 311 (259, 359) U/L, both P<0.05). Logistic regression showed the prediction probability π=exp (-29.7+0.667×Peak body temperature (℃)+0.004×LDH (U/L))/(1+exp (-29.7+0.667×Peak body temperature (℃)+0.004 × LDH (U/L))), the cut-off value to predict RMPP was 0.12, with a consensus of probability forecast of 0.89, sensitivity of 0.89, and specificity of 0.67; and the area under ROC curve was 0.682 (95% CI 0.593-0.771, P<0.01). Conclusion:In MPP patients with fever over 48 to <120 hours, a prediction probability π of RMPP can be calculated based on the peak body temperature and LDH level before the first visit, which can facilitate early identification of RMPP.
5.Significance of neoadjuvant immunotherapy combined with chemotherapy in the treatment of larynx preservation in locally advanced hypopharyngeal squamous cell carcinoma.
Jin WU ; Guohua HU ; Minmin LI ; Zhihai WANG ; Wei MA ; Xiaoqiang WANG ; Jiang ZHU ; Min PAN ; Quan ZENG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(9):715-728
Objective:To evaluate the clinical significance of neoadjuvant immunotherapy combined with chemotherapy in the treatment of larynx preservation in locally advanced hypopharyngeal squamous cell carcinoma. Methods:Patients with locally advanced HPSCC(cT3-T4aN0-N3M0) were eligible. All received 2 cycles of pembrolizumab combined with docetaxel and platinum neoadjuvant induction therapy. After two cycles, the efficacy was evaluated, followed by radical chemoradiotherapy or surgery and adjuvant chemoradiotherapy according to the efficacy. The primary endpoints were objective response rate(ORR) ,larynx-preservation(LP) rate at 3 months post-treatment and the adverse reactions during neoadjuvant therapy. Results:From December 2021 to December 2022, 10 patients with locally advanced HPSCC(cT3-T4aN0-N3M0) were enrolled. After 2 cycles of the neoadjuvant therapy, 2 patients achieved complete response(CR), 7 patients achieved partial response(PR), 1 patient was stable disease(SD), objective response rate(ORR) was 90%, and disease control rate(DCR) was 100%. 5 patients received radical chemoradiotherapy, 5 patients received surgery and adjuvant chemoradiotherapy, four of them received partial laryngectomy and partial hypopharyngeal resection surgery, and one of them received total laryngectomy and partial hypopharyngeal resection surgery. All patients were able to withstand adverse reactions of neoadjuvant therapy and successfully completed the whole treatment of HPSCC without grade 3-4 treatment-related adverse reactions. There was no recurrence or metastasis during 3-18 months of follow-up. 1 patient died of severe pneumonia 3 months after the completion of radical chemoradiotherapy. At 3 months after treatment, the larynx-preservation rate was 80%. Conclusion:Neoadjuvant immunotherapy combined with chemotherapy has good short-term efficacy and the adverse reactions were tolerable. It can improve the larynx-preservation rate of patients with locally advanced HPSCC, thus improving the prognosis and quality of life of patients.
Humans
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Squamous Cell Carcinoma of Head and Neck/etiology*
;
Neoadjuvant Therapy
;
Quality of Life
;
Cisplatin
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Treatment Outcome
;
Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
;
Larynx
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Head and Neck Neoplasms
;
Immunotherapy
6. Molecular mechanism of lncRNA HOTAIR regulating miR-206 on the proliferation and apoptosis of rheumatoid arthritis synovial cells
Jie FAN ; Yongming JIN ; Xiaolong JIANG ; Guohua JIANG
Chinese Journal of Clinical Pharmacology and Therapeutics 2023;28(7):736-742
AIM: To investigate the molecular mechanism of lncRNA HOTAIR regulating miR-206 on the proliferation and apoptosis of rheumatoid arthritis synovial cells. METHODS: The synovial tissue from 30 cases of rheumatoid arthritis were collected. Rheumatoid arthritis synovial cells MH7A were cultured. The experiment was divided into si-NC group, si-HOTAIR group, miR-NC group, miR-206 mimic group, si-HOTAIR+NC inhibitor group, si-HOTAIR+miR-206 inhibitor group. Real-time fluorescent quantitative PCR (RT-qPCR) was used to detect the expression levels of HOTAIR and miR-206 in cells. CCK-8 method to detect cell proliferation; flow cytometry to detect cell apoptosis; Western blot to detect cell protein expression of CyclinD1, p21, Bax and Bcl-2; dual luciferase reporter assay to detect HOTAIR and miR-206 targets To combination relationship. RESULTS: Compared with the healthy control group, the expression level of HOTAIR in patients with rheumatoid arthritis was significantly up-regulated, and the expression level of miR-206 was significantly down-regulated (P<0.05). Compared with the si-NC group, the HOTAIR expression level in the si-HOTAIR group was significantly down-regulated, the cell survival rate were significantly down-regulated, and the apoptosis rate were significantly up-regulated (P<0.05). Compared with the miR-NC group, the expression level of miR-206 in the miR-206 mimic group was significantly up-regulated, the cell survival rate were significantly down-regulated, and the apoptosis rate were significantly up-regulated (P<0.05). Compared with the si-HOTAIR + NC inhibitor group, the cell survival rate in the si-HOTAIR+ miR-206 inhibitor group were significantly up-regulated, and the apoptosis rate were significantly decrease (P<0.05). CONCLUSION: Inhibiting the expression of HOTAIR and up-regulating the expression of miR-206 can reduce the proliferation of rheumatoid arthritis synovial cells and promote apoptosis.
7.Herbal textual research on Flos Trollii
Hongye CAI ; Jin WU ; Xuelian WANG ; Guihong WANG ; Zhilai ZHAN ; Guohua ZHENG ; Junjie HU
China Pharmacy 2023;34(21):2678-2683
Flos Trollii is a traditional Chinese medicinal herb in China. The 2020 edition of the Chinese Pharmacopoeia (part 1) did not include the medicinal herb, its source is not clear, and there is a lack of relevantly systematic and comprehensive research. By consulting ancient Chinese herbal medicines, medical books and related literature, the textual research of Flos Trollii was conducted to verify the name, origin and producing area, so as to provide a reference for the clinical application and resource development of Flos Trollii. Through textual research, it could be seen that the name “Jinlianhua” was used as the correct name in the mainstream origin of the past dynasties, and there were still multiple synonyms such as Hanjinlian, Jinmeicao and so on, most of which originated from its growth environment and appearance. According to the distribution of varieties, it could be inferred that the mainstream origin of Flos Trollii in the Qing Dynasty and before was Trollius chinensis Bge. According to historical records, Flos Trollii were mostly produced in northern regions such as Hebei, Inner Mongolia, Shanxi, etc., which was related to the fact that Flos Trollii liked cloudy, humid and cold environments. Based on the textual research results, the author suggested that the mainstream origin of the past dynasties T. chinensis Bge. should be selected for subsequent collection of Flos Trollii.
8.Correlation analysis of plasma microRNA-122 and microRNA-33a with severity of coronary artery disease in patients with type 2 diabetes mellitus and coronary heart disease
Licheng ZHAO ; Yuanyuan WANG ; Yinping DU ; Fei LI ; Meng GENG ; Jin SHI ; Guohua DONG ; Qian SUN
Chinese Journal of Postgraduates of Medicine 2022;45(7):633-638
Objective:To investigate the correlation between plasma microRNA (miR)-122, miR-33a and the severity of coronary artery disease in patients with type 2 diabetes mellitus (T2DM) and coronary heart disease.Methods:The clinical data of 196 patients with T2DM from January 2019 to October 2021 in Xuzhou First People′s Hospital were retrospectively analyzed. Among them, 81 cases were complicated with coronary heart disease (combined group), 115 cases were not complicated with coronary heart disease (control group). The plasma levels of miR-122 and miR-33a were detected by real-time fluorescence quantitative reverse transcription polymerase chain reaction, the plasma level of N-terminal B-type natriuretic peptide precursor (NT-proBNP) was detected by enzyme-linked immunosorbent assay. In combined group, the number of coronary artery lesions was determined according to the results of coronary angiography, and Gensini score was evaluated. Linear regression model was used to analyze the relationship between plasma miR-122, miR-33a and NT-proBNP levels with the incidence of coronary heart disease in patients with T2DM. Receiver operating characteristic (ROC) curve was used to analyze the plasma miR-122 and miR-33a in predicting efficiency of coronary heart disease in patients with T2DM. In combined group, Spearman correlation method was used to analyze the relationship between plasma miR-122, miR-33a and the number of coronary artery lesions, and Pearson correlation method was used to analyze the relationship between plasma miR-122, miR-33a and plasma NT proBNP, Gensini score.Results:The plasma miR-122, miR-33a and NT-proBNP in combined group were significantly higher than those in control group: 5.76 ± 1.35 vs. 1.18 ± 0.33, 1.39 ± 0.37 vs. 0.65 ± 0.11 and (786.87 ± 156.39) ng/L vs. (103.45 ± 19.27) ng/L respectively, and there were statistical differences ( P<0.01). Linear regression result showed that plasma miR-122, miR-33a, and NT-proBNP were positive correlation with occurrence of coronary heart disease in patients with T2DM ( P<0.01); ROC curve analysis result showed that the area under curve of plasma miR-122, miR-33a and combination in predicting coronary heart disease in patients with T2DM were 0.816, 0.845 and 0.912 respectively (95% CI 0.744 to 0.865, 0.768 to 0.892 and 0.836 to 0.967). Coronary angiography result showed that there were 46 cases of single vessel lesions, 25 cases of double vessel lesions and 10 cases of three vessel lesions. The plasma miR-122, miR-33a, NT-proBNP and Gensini score in patients with three vessel lesions were significantly higher than those in patients with double vessel lesions and patients with single vessel lesions: 6.52 ± 0.96 vs. 4.95 ± 0.85 and 3.74 ± 0.52, 1.45 ± 0.31 vs. 1.06 ± 0.25 and 0.81 ± 0.13, (829.78 ± 62.59) ng/L vs. (627.48 ± 47.12) and (502.64 ± 38.24) ng/L, (63.89 ± 12.71) scores vs. (42.18 ± 6.03) and (22.36 ± 2.41) scores, the indexes in patients with double vessel lesions were significantly higher than those in patients with single vessel lesions, and there were statistical differences ( P<0.05). In combined group, Spearman correlation analysis result showed that the plasma miR-122 and miR-33a were positive correlation with the number of coronary artery lesions ( r = 0.879 and 0.825, P<0.05); Pearson correlation analysis result showed that the plasma miR-122 and miR-33a were positive correlation with the plasma NT-proBNP and Gensini score (miR-122: r = 0.896 and 0.788, miR-33a: r = 0.871 and 0.765; P<0.05). Conclusions:The plasma levels of miR-122 and miR-33a are related to the occurrence of coronary heart disease and severity of coronary artery disease in patients with T2DM, which may be used to guide the prevention and treatment of coronary heart disease in patients with T2DM.
9.Efficacy and safety of Sofosbuvir/Daclatasvir (SOF/DCA) in treatment of naive patients with genotype-1b chronic hepatitis C
Qiaofei JIN ; Guohua YANG ; Yijun ZHOU ; Shourong LIU
Chinese Journal of General Practitioners 2020;19(11):1043-1047
A total of 291 patients with genotype-1b chronic hepatitis C (CHC) admitted in Hangzhou Xixi Hospital and Jiande Second People′s Hospital between August 2018 to June 2019. All patients received sofosbuvir/daclatasvir (SOF/DCA) therapy for 12 weeks, and were followed up for 24 weeks after treatment. Data were missed in 2 cases, among remaining 289 cases, there were 238 cases without cirrhosis (non-cirrhosis group), 48 cases with compensated cirrhosis (compensated cirrhosis group) and 5 cases with decompensated cirrhosis (decompensated cirrhosis group). The biochemical indexes, blood routine test results, aspartate aminotransferase-to-platelet ratio index (APRI) , fibrosis-4 (FIB-4) and related adverse event were collected. In non-cirrhotic group, 15 cases and 41 cases were lost follow-up after 12 weeks and 24 weeks of treatment, respectively. The sustained virologic response rate on week 12 (SVR12) and SVR24 in non-cirrhotic group were 82.2% (194/236) and 81.7% (193/236) respectively; whole SVR12 and SVR24 rates in compensated cirrhosis group (48/48) and decompensated cirrhosis group (5/5) were all 100% (χ 2=0.96, χ 2=0.44, P>0.05). The blood ALT [ 14 (6, 23) and 14 (5, 72) U/L], AST[22 (14, 24) and 23 (15, 52) U/L], hemoglobin [46 (42, 48) and 46 (34, 51) g/L], globulin [ (32.6±4.0)和(31.6±3.8) g/L], PLT[ (145.0±49.7) and (142.0±47.4) ×10 9/L], APRI [0.4 (0.2, 0.4) , 0.4 (0.3, 1.5) ] of 289 cases on week 12 and 24 after treatment were significantly improved; compared with baseline values [44(8, 175) U/L, 44(23, 154)U/L, 45 (41, 49) g/L, (33.0±4.0) g/L, (150.0±53.7) ×10 9/L, 0.7(0.3, 6.3)] (Week 12: Z=-14.21, Z=-13.97, Z=-14.72, t=2.00, t=5.22, Z=-13.52; (Week 24: Z=-13.12, Z=-13.04, Z=-4.63, t=7.18, t=7.25, Z=-9.48, all P<0.05). Compared with baseline values [ (16.1±5.4) μmol/L, (5.7±1.5) ×10 9/L, 3.4(1.2, 15.2)], the total bilirubin (15.4±5.8)μmol/L, WBC (6.2±1.8)×10 9/L, FIB-4[3.2 (1.5, 13.7) ] levels were also improved ( t=2.34, t=-5.51, Z=-3.40, all P<0.05). Univariate logistic analysis did not find factors influencing the SVR24 of Sofosbuvir/Daclatasvir therapy. The most common adverse events were fatigue (14.8%,36/248), headache (9.3%,23/248), skin rash and pruritus (4.8%, 12/248), diarrhea (5.6%, 14/248), all of which were alleviated after treatment. In conclusion, SOF/DCA is the optimized selection for na?ve patients with genotype-1b CHC with high SVR12 and SVR24 rate and good safety.
10.Swirl sign and black hole sign on CT scanning in predicting early hematoma expansion in intracerebral hemorrhage: a comparative study
Yeqing WANG ; Dai SHI ; Kuan LU ; Dan JIN ; Rui WANG ; Liang XU ; Guohua FAN ; Junkang SHEN ; Jianping GONG ; Minghui QIAN
Chinese Journal of Neuromedicine 2020;19(1):29-35
Objective To compare the predictive values of swirl sign and black hole sign on CT scanning in early hematoma expansion in spontaneous intracerebral hemorrhage (SICH) patients.Methods Two hundred and ten firstly diagnosed SICH patients,admitted to our hospital from January 2012 to December 2018,were enrolled in the study.All patients were divided into hematoma expansion and non-hematoma expansion group according to whether early hematoma expansion appeared;and they were also divided into positive imaging sign group and negative imaging sign group according to whether imaging signs appeared;the clinical and imaging data were compared between these groups,respectively.The accuracies of swirl sign and black hole sign in predicting early hematoma expansion were analyzed using receiver operator characteristic (ROC) curve.Multivariate Logistic regression analysis was performed to determine the independent risk factors for early hematoma expansion.Results (1) In the 57 patients with early hematoma expansion,21 (36.8%) had swirl sign,and 17 (29.8%) had black hole sign;in the 153 patients without hematoma expansion,12 (7.8%) had swirl sign and 22 (14.4%) had black hole sign;the differences between the two groups were statistically significant (P<0.05).As compared with those in the non-hematoma expansion group,the admission systolic blood pressure increased significantly and number of patients with intraventricular hemorrhage was significantly larger in the hematoma expansion group (P<0.05).(2) There were no statistical differences in clinical and imaging data between the patients with swirl sign (n=33) and patients without swirl sign (n=177,P>0.05);the hematoma volume in patients with black hole sign (n=39) was significantly increased as compared with that in patients without black hole sign (n=171,P<0.05),and there were no statistical differences in other clinical and imaging data between patients with and without black hole sign (P>0.05).(3) The areas under ROC curve of swirl sign,black hole sign,and "swirl sign combined with black hole sign" were 0.645,0.577,and 0.570,respectively.(4) Multivariate Logistic regression analysis showed that admission systolic blood pressure,swirl sign and black hole sign were independent risk factors for early hematoma expansion (P<0.05).Conclusion In comparison to black hole sign and "swirl sign combined with black hole sign",the swirl sign has higher predictive value in early hematoma expansion in ICH patients.

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