1.The value of coronary CT angiography-based traditional features and radiomics in identification of culprit plaques to cause acute myocardial infarction
Pei NIE ; Shuo ZHANG ; Yan DENG ; Shifeng YANG ; Xinxin YU ; Kaiyue ZHI ; He ZHU ; Peng LI ; Jingjing CUI ; Wenjing CHEN ; Yanmei WANG ; Yuchao XU ; Dapeng HAO ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1017-1028
Objective:To investigate the value of coronary CTA (CCTA)-based traditional features and radiomics of plaque in the identification of culprit lesions that caused acute myocardial infarction (AMI).Methods:This was a retrospective multicenter study. From July 2016 to November 2023, a total of 344 patients from the Affiliated Hospital of Qingdao University (training cohort, n=184), Shandong Provincial Hospital Affiliated to Shandong First Medical University (validation cohort, n=88) and Qilu Hospital of Shandong University (test cohort, n=72) who received percutaneous coronary intervention (PCI) due to AMI and underwent CCTA within 48 hours of AMI were enrolled. The culprit plaques and non-culprit plaques were identified using a combination of electrocardiogram, CCTA, and angiographic findings. The vessel, plaque location, plaque type, Coronary Artery Disease-Reporting and Data System (CAD-RADS) score, high-risk plaque characteristics, plaque length, plaque volume, and burden were analyzed, and 1 904 radiomics features were extracted for each plaque. The traditional imaging model, the radiomics model, and the combined model were established by using multivariate Logistic regression analysis. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each model in identifying culprit lesions. The DeLong test was used for the comparison of AUC between every two models. The net reclassification index (NRI) was used to evaluate the incremental value of the combined model to the traditional imaging model and the radiomics model. The decision curve analysis (DCA) was used to assess the clinical net benefit of these models. A correlation heatmap was used to evaluate the correlation between the radiomics score and traditional CCTA factors. The interpretable analysis of the decision process of the combined model was performed by the Shapley Additive exPlanations (SHAP). Results:In the validation cohort and the test cohort, the AUC of the traditional imaging model developed by the vessel, plaque type, positive remodeling and CAD-RADS score was 0.898 (95% CI 0.869-0.922) and 0.881 (95% CI 0.848-0.910), respectively. The radiomics model developed by six radiomics features was 0.863 (95% CI 0.831-0.891) and 0.863 (95% CI 0.827-0.864), respectively. The AUC of the combined model was 0.930 (95% CI 0.905-0.950)and 0.919 (95% CI 0.889-0.942), respectively. In the validation cohort and the test cohort, the AUC of the combined model was higher than that of the traditional imaging model ( Z=4.013, 4.272, P<0.001) and that of the radiomics model ( Z=4.819, 3.784, P<0.001), respectively. In the validation cohort, the combined model yielded an NRI of 20.43% (95% CI 10.43%-30.44%, P<0.001) and 20.21% (95% CI 9.62%-30.80%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. In the test cohort, the combined model yielded an NRI of 28.05% (95% CI 16.72%-39.38%, P<0.001) and 23.57% (95% CI 13.58%-33.56%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. DCA showed the combined model had the highest clinical net benefit. The correlation heatmap showed the radiomics score was not correlated or only weakly correlated with traditional CCTA factors. SHAP indicated the radiomics and CAD-RADS score contributed significantly to the model. Conclusion:The CCTA-based traditional features and radiomics of plaque have favorable performance for the identification of culprit plaques in patients with AMI.
2.Construction of a nomogram prediction model for sICH after intravenous thrombolysis based on systemic inflammatory indicators
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(5):637-641
Objective To construct a nomogram prediction model for symptomatic intracerebral hemorrhage(sICH)in elderly patients with cerebral infarction after intravenous thrombolysis based on systemic inflammatory indicators.Methods A retrospective study was conducted on 355 elderly patients with cerebral infarction who received intravenous thrombolysis with recombinant tissue plasminogen activator(rt-PA)in Tsinghua University Hospital from January 2019 to June 2024.They were randomly assigned into a modeling group(249 cases)and a validation group(106 cases)in a 7∶3 ratio.The modeling group was further divided into an sICH subgroup(24 cases)and a non-sICH subgroup(225 cases)based on sICH occurrence after intravenous thrombolysis.The general information and levels of systemic inflammatory indicators were compared between the sICH subgroup and the non-sICH subgroup.Logistic regression was used to identify the influ-encing factors for sICH,and then a nomogram prediction model was constructed.The predictive performance of the model was evaluated through ROC curve and calibration curve analyses,and then the data of the validation group were used for validation.Results The sICH subgroup had significantly larger proportions of atrial fibrillation(AF)and leukoaraiosis at admission,higher baseline NIHSS score,increased neutrophil to lymphocyte ratio(NLR),platelet to lymphocyte ra-tio(PLR),and C-reactive protein(CRP)level,but lower lymphocyte to monocyte ratio(LMR)when compared with the non-sICH subgroup(P<0.05,P<0.01).ROC curve analysis showed that the AUC value of NIHSS score,NLR,LMR,PLR,and CRP in predicting sICH occurrence in stroke patients after intravenous thrombolysis was 0.796,0.638,0.695,0.725,and 0.686,respec-tively(P<0.05,P<0.01).Logistic regression analysis indicated that systemic inflammatory indi-cators NLR,LMR,PLR,CRP level,AF,baseline NIHSS score,and leukoaraiosis at admission were all influencing factors for the occurrence of sICH in these patients(P<0.05,P<0.01).The consistency index of the nomogram prediction model based on systemic inflammatory indicators and other factors in predicting the occurrence of sICH was 0.951(95%CI:0.918-0.985),and the calibration curve tended to the ideal curve.The AUC value of the model for the occurrence of sICH in the validation group was 0.980(95%CI:0.956-1.000).Conclusion Our nomogram pre-diction model based on systemic inflammatory indicators NLR,LMR,PLR,CRP,and other major variables has good predictive performance for the occurrence of sICH in elderly patients with cere-bral infarction after rt-PA intravenous thrombolysis.
3.Research Progress and Prospect of Risk Prediction Models for Hepatocellular Carcinoma Related to Chronic Hepatitis B
Lei SU ; Chenye LIU ; Xinxin YAN ; Yuqin PENG ; Sheng CHANG ; Yunyong LIU
China Cancer 2025;34(11):891-897
Chronic hepatitis B(CHB)is the main cause of hepatocellular carcinoma(HCC).Early prediction and diagnosis of HCC in CHB patients can further reduce the onset risk of HCC and improve patient prognosis.Scholars at home and abroad have proposed a number of HCC risk prediction models for CHB patients,and these models have achieved new development and opti-mization in the era of antiviral therapy.Due to differences in research backgrounds,these models vary in the use of antiviral drugs,included variables(such as host factors,viral activity,cirrhosis status,etc.)and application scenarios.At the same time,the application of artificial intelligence and liquid biopsy technology in risk prediction models has become a new research highlight.This paper aims to compare the HCC risk prediction models reported so far for CHB patients,clarify the characteristics of each model,explore appropriate HCC risk prediction methods,and provide reference for the risk prediction of hepatitis B virus related HCC.
4.Residual Inflammatory Risk and Intracranial Atherosclerosis Plaque Vulnerability: Insights From High-Resolution Magnetic Resonance Imaging
Ying YU ; Rongrong CUI ; Xin HE ; Xinxin SHI ; Zhikai HOU ; Yuesong PAN ; Mingyao LI ; Jiabao YANG ; Zhongrong MIAO ; Yongjun WANG ; Rong WANG ; Xin LOU ; Long YAN ; Ning MA
Journal of Stroke 2025;27(2):207-216
Background:
and Purpose This study aimed to investigate the association between residual inflammatory risk (RIR) and vulnerable plaques using high-resolution magnetic resonance imaging (HRMRI) in symptomatic intracranial atherosclerotic stenosis (ICAS).
Methods:
This retrospective study included 70%–99% symptomatic ICAS patients hospitalized from January 2016 to December 2022. Patients were classified into four groups based on high-sensitivity C-reactive protein (hs-CRP) and low-density lipoprotein cholesterol (LDL-C): residual cholesterol inflammatory risk (RCIR, hs-CRP ≥3 mg/L and LDL-C ≥2.6 mmol/L), RIR (hs-CRP ≥3 mg/L and LDL-C <2.6 mmol/L), residual cholesterol risk (RCR, hs-CRP <3 mg/L and LDL-C ≥2.6 mmol/L), and no residual risk (NRR, hs-CRP <3 mg/L and LDL-C <2.6 mmol/L). Vulnerable plaque features on HRMRI included positive remodeling, diffuse distribution, intraplaque hemorrhage, and strong enhancement.
Results:
Among 336 included patients, 21, 60, 58, and 197 were assigned to the RCIR, RIR, RCR, and NRR groups, respectively. Patients with RCIR (adjusted odds ratio [aOR], 3.606; 95% confidence interval [CI], 1.346–9.662; P=0.011) and RIR (aOR, 3.361; 95% CI, 1.774–6.368, P<0.001) had higher risks of strong enhancement than those with NRR. Additionally, patients with RCIR (aOR, 2.965; 95% CI, 1.060–8.297; P=0.038) were more likely to have intraplaque hemorrhage compared with those with NRR. In the sensitivity analysis, RCR (aOR, 2.595; 95% CI, 1.201–5.608; P=0.015) exhibited an additional correlation with an increased risk of intraplaque hemorrhage.
Conclusion
In patients with symptomatic ICAS, RIR is associated with a higher risk of intraplaque hemorrhage and strong enhancement, indicating an increased vulnerability to atherosclerotic plaques.
5.Experimental study on Yiyiren Decoction in the prevention and treatment of rheumatoid arthritis with syndrome of cold-dampness obstruction
Jianbo CUI ; Songyun TIAN ; Xinxin LIU ; Yan GE ; Guobin ZHANG
International Journal of Traditional Chinese Medicine 2025;47(9):1249-1254
Objective:To evaluate the effect of Yiyiren Decoction on the prevention and treatment of collagen induced arthritis with syndrome of cold-dampness obstruction (CIA-CDO) its mechanism.Methods:A cold dampness obstruction type CIA rat model was prepared by injecting type Ⅱ collagen and simulating a cold and humid environment in an artificial climate chamber. The successfully modeled rats were randomly divided into a model group, a positive group, and Yiyiren Decoction high- and low-dosage groups according to a random number table method. Additionally, 8 normal rats were set as the blank group. The Yiyiren Decoction high- and low-dosage groups were orally administered with Yiyiren Decoction at dosages of 24 and 12 g/kg, the positive group was orally administered with leflunomide at a dosage of 10 mg/kg, and the blank group and model group were orally administered with equal volumes of normal saline once a day for 4 consecutive weeks. The overall signs of the rats were observed daily, and the arthritis index (AI) of the limbs and paws was assessed weekly; after 4 weeks of drug administration, the serum levels of pro-inflammatory cytokines (TNF-α and IL-1β) and anti-inflammatory cytokines (IL-4 and IL-10) were detected by ELISA, histopathology of the ankle joint sections was observed under the light microscope, and gene expressions of synovial MMP-3 and TIMP-1 were determined by RT-qPCR.Results:The overall physical signs and joint symptoms of rats in the Yiyiren Decoction high- and low-dosage group increased; compared with the model group, after 3 and 4 weeks of administration, the AI scores of the Yiyiren Decoction high- and low-dosage group and positive group decreased ( P<0.01); the Yiyiren Decoction high- and low-dosage group showed varying degrees of improvement in inflammatory cell infiltration, synovial/fibrous tissue proliferation, and bone and cartilage structure damage in the ankle joint; compared with the model group, the levels of pro-inflammatory cytokines TNF-α and IL-1β in the high and Yiyiren Decoction low-dosage groups decreased ( P<0.01), while the levels of IL-4 and IL-10 increased ( P<0.01); the mRNA level of MMP-3 in synovium decreased ( P<0.05 or P<0.01), while the mRNA level of TIMP-1 increased ( P<0.05 or P<0.01). Conclusion:Yiyiren Decoction can improve the joint symptoms of CIA rats with cold-dampness obstruction, and its preventive and therapeutic effects may be related to correcting the imbalance of pro-inflammatory/anti-inflammatory cytokines and MMP-3/TIMP-1, reducing the inflammatory reaction in the joint cavity and the whole body, and inhibiting the metabolic disorder of joint matrix.
6.Residual Inflammatory Risk and Intracranial Atherosclerosis Plaque Vulnerability: Insights From High-Resolution Magnetic Resonance Imaging
Ying YU ; Rongrong CUI ; Xin HE ; Xinxin SHI ; Zhikai HOU ; Yuesong PAN ; Mingyao LI ; Jiabao YANG ; Zhongrong MIAO ; Yongjun WANG ; Rong WANG ; Xin LOU ; Long YAN ; Ning MA
Journal of Stroke 2025;27(2):207-216
Background:
and Purpose This study aimed to investigate the association between residual inflammatory risk (RIR) and vulnerable plaques using high-resolution magnetic resonance imaging (HRMRI) in symptomatic intracranial atherosclerotic stenosis (ICAS).
Methods:
This retrospective study included 70%–99% symptomatic ICAS patients hospitalized from January 2016 to December 2022. Patients were classified into four groups based on high-sensitivity C-reactive protein (hs-CRP) and low-density lipoprotein cholesterol (LDL-C): residual cholesterol inflammatory risk (RCIR, hs-CRP ≥3 mg/L and LDL-C ≥2.6 mmol/L), RIR (hs-CRP ≥3 mg/L and LDL-C <2.6 mmol/L), residual cholesterol risk (RCR, hs-CRP <3 mg/L and LDL-C ≥2.6 mmol/L), and no residual risk (NRR, hs-CRP <3 mg/L and LDL-C <2.6 mmol/L). Vulnerable plaque features on HRMRI included positive remodeling, diffuse distribution, intraplaque hemorrhage, and strong enhancement.
Results:
Among 336 included patients, 21, 60, 58, and 197 were assigned to the RCIR, RIR, RCR, and NRR groups, respectively. Patients with RCIR (adjusted odds ratio [aOR], 3.606; 95% confidence interval [CI], 1.346–9.662; P=0.011) and RIR (aOR, 3.361; 95% CI, 1.774–6.368, P<0.001) had higher risks of strong enhancement than those with NRR. Additionally, patients with RCIR (aOR, 2.965; 95% CI, 1.060–8.297; P=0.038) were more likely to have intraplaque hemorrhage compared with those with NRR. In the sensitivity analysis, RCR (aOR, 2.595; 95% CI, 1.201–5.608; P=0.015) exhibited an additional correlation with an increased risk of intraplaque hemorrhage.
Conclusion
In patients with symptomatic ICAS, RIR is associated with a higher risk of intraplaque hemorrhage and strong enhancement, indicating an increased vulnerability to atherosclerotic plaques.
7.Establishment and optimization of the method for related substances in myristyl alcohol
Xinxin FANG ; Chuanmei HU ; Cuixia YAN ; Hong SHAO ; Luxia ZHENG
Drug Standards of China 2025;26(2):162-166
Objective:To establish a GC method for the determination of related substances in myristyl alcohol.Methods:Use a column packed with polyethylene glycol as the stationary phase(HP-INNOWAX,0.25 mm×30 m,0.25 μm).Maintain the column temperature at 90℃,raise the temperature to 180℃by 5℃per minutes,maintain for 25 minutes.The temperatures of injection port is 270℃.The temperatures of detector is 280℃.Cal-culate the content by normalization method.Result:Lauryl alcohol,myristyl alcohol,pentadecanol,cetyl alcohol,stearyl alcohol and oleyl alcohol showed good linear relationships within the ranges of 6.2-123.8,4.2-134.2,5.2-104.2,4.5-90.3,4.8-96.0,4.8-95.2 μg·mL-1,respectively,with the correlation coefficient above 0.999 8.The limit of detection of aforementioned fatty alcohols were 0.2,0.2,0.2,0.3,0.5 and 0.5 μg·mL-1,which were more sensitive than the method in USP monotherapy Myristyl Alcohol.The content of lauryl alcohol was 0.2%-0.6%and that of cetyl alcohol was 0.1%-0.9%in 5 batches of samples.Sum of re-lated fatty alcohols and unspecified impurities was 0.7%-2.5%.Conclusion:The method established in this study has good separation effect,high specificity and high sensitivity,and solved the problem of difficult identifica-tion of related fatty alcohols caused by high noise at the baseline of the method in USP monotherapy myristyl alco-hol.It can be used for the the determination of related substances in myristyl alcohol.It also provides reference and guidance for the quality management and control of other fatty alcohols.
8.The effect of dynamic instability training on the balance and posture control of persons with chronic ankle instability
Lianjie MA ; Jianming FU ; Yan LI ; Xudong GU ; Ming ZENG ; Xinxin SONG ; Yuhong SHU
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(8):715-720
Objective:To observe any effect of dynamic instability training on the balance and posture control of persons with chronic ankle instability (CAI).Methods:Thirty persons with CAI were divided at random into a control group and an observation group, each of 15. Both groups received routine rehabilitation interventions (including ankle strength training, kinesio taping, and vibration training), while the observation group additionally underwent 20 minutes of dynamic instability training daily, 5 days a week for 4 consecutive weeks. Before and after the treatment, everyone′s balance was evaluated using the Berg balance scale (BBS) and the star moving balance test (SEBT). Surface electromyography (sEMG) was used to collect electromyograms of the affected peroneus longus, tibialis anterior, rectus femoris and medialis femoris muscles of both groups within 100ms before and after landing in the jump-landing test. The intensity of muscle activation was thus analyzed.Results:After the treatment there was significant improvement in the average BBS scores, anterior medial SEBT, medial SEBT and posterior medial SEBT results of both groups. On average, all three SEBT results [(80.27±4.06)cm, (90.27±4.06)cm and (97.73±3.47)cm respectively] were significantly better in the observation group than in the control group. The standardized integrated electromyographs of the peroneus longus, tibialis anterior, rectus femoris and medialis femoris muscles on the affected sides showed significant improvement compared with before the treatment, but there too the observation group′s results were significantly better than those of the control group.Conclusions:Combining dynamic instability training with conventional rehabilitation can further improve the balance and postural control of persons with chronic ankle instability.
9.Residual Inflammatory Risk and Intracranial Atherosclerosis Plaque Vulnerability: Insights From High-Resolution Magnetic Resonance Imaging
Ying YU ; Rongrong CUI ; Xin HE ; Xinxin SHI ; Zhikai HOU ; Yuesong PAN ; Mingyao LI ; Jiabao YANG ; Zhongrong MIAO ; Yongjun WANG ; Rong WANG ; Xin LOU ; Long YAN ; Ning MA
Journal of Stroke 2025;27(2):207-216
Background:
and Purpose This study aimed to investigate the association between residual inflammatory risk (RIR) and vulnerable plaques using high-resolution magnetic resonance imaging (HRMRI) in symptomatic intracranial atherosclerotic stenosis (ICAS).
Methods:
This retrospective study included 70%–99% symptomatic ICAS patients hospitalized from January 2016 to December 2022. Patients were classified into four groups based on high-sensitivity C-reactive protein (hs-CRP) and low-density lipoprotein cholesterol (LDL-C): residual cholesterol inflammatory risk (RCIR, hs-CRP ≥3 mg/L and LDL-C ≥2.6 mmol/L), RIR (hs-CRP ≥3 mg/L and LDL-C <2.6 mmol/L), residual cholesterol risk (RCR, hs-CRP <3 mg/L and LDL-C ≥2.6 mmol/L), and no residual risk (NRR, hs-CRP <3 mg/L and LDL-C <2.6 mmol/L). Vulnerable plaque features on HRMRI included positive remodeling, diffuse distribution, intraplaque hemorrhage, and strong enhancement.
Results:
Among 336 included patients, 21, 60, 58, and 197 were assigned to the RCIR, RIR, RCR, and NRR groups, respectively. Patients with RCIR (adjusted odds ratio [aOR], 3.606; 95% confidence interval [CI], 1.346–9.662; P=0.011) and RIR (aOR, 3.361; 95% CI, 1.774–6.368, P<0.001) had higher risks of strong enhancement than those with NRR. Additionally, patients with RCIR (aOR, 2.965; 95% CI, 1.060–8.297; P=0.038) were more likely to have intraplaque hemorrhage compared with those with NRR. In the sensitivity analysis, RCR (aOR, 2.595; 95% CI, 1.201–5.608; P=0.015) exhibited an additional correlation with an increased risk of intraplaque hemorrhage.
Conclusion
In patients with symptomatic ICAS, RIR is associated with a higher risk of intraplaque hemorrhage and strong enhancement, indicating an increased vulnerability to atherosclerotic plaques.
10.Establishment and optimization of the method for related substances in myristyl alcohol
Xinxin FANG ; Chuanmei HU ; Cuixia YAN ; Hong SHAO ; Luxia ZHENG
Drug Standards of China 2025;26(2):162-166
Objective:To establish a GC method for the determination of related substances in myristyl alcohol.Methods:Use a column packed with polyethylene glycol as the stationary phase(HP-INNOWAX,0.25 mm×30 m,0.25 μm).Maintain the column temperature at 90℃,raise the temperature to 180℃by 5℃per minutes,maintain for 25 minutes.The temperatures of injection port is 270℃.The temperatures of detector is 280℃.Cal-culate the content by normalization method.Result:Lauryl alcohol,myristyl alcohol,pentadecanol,cetyl alcohol,stearyl alcohol and oleyl alcohol showed good linear relationships within the ranges of 6.2-123.8,4.2-134.2,5.2-104.2,4.5-90.3,4.8-96.0,4.8-95.2 μg·mL-1,respectively,with the correlation coefficient above 0.999 8.The limit of detection of aforementioned fatty alcohols were 0.2,0.2,0.2,0.3,0.5 and 0.5 μg·mL-1,which were more sensitive than the method in USP monotherapy Myristyl Alcohol.The content of lauryl alcohol was 0.2%-0.6%and that of cetyl alcohol was 0.1%-0.9%in 5 batches of samples.Sum of re-lated fatty alcohols and unspecified impurities was 0.7%-2.5%.Conclusion:The method established in this study has good separation effect,high specificity and high sensitivity,and solved the problem of difficult identifica-tion of related fatty alcohols caused by high noise at the baseline of the method in USP monotherapy myristyl alco-hol.It can be used for the the determination of related substances in myristyl alcohol.It also provides reference and guidance for the quality management and control of other fatty alcohols.

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