1.Relationship between serum circ_PTP4A2 and circ_PDS5B levels and the volume of cerebral infarction and degree of neurological deficit in patients with AIS
Yunfei ZHU ; Chuan YUAN ; Shaokun HE ; Song SU ; Yunchuan YANG ; Biwen SUN ; Feng GAO
International Journal of Laboratory Medicine 2025;46(12):1437-1443
Objective To investigate the relationship between the levels of serum circular RNA protein tyrosine phosphatase 4A2(circ_PTP4A2),circular RNA precocious dissociation of sisters 5 homolog B(circ_PDS5B)and the volume of cerebral infarction and the degree of neurological deficits in patients with acute is-chemic stroke(AIS).Methods Ninety patients with AIS who visited the hospital from January 2021 to De-cember 2023 were selected as the AIS group,and 90 healthy individuals who underwent physical examinations during the same period were selected as the control group.The levels of serum circ_PTP4A2 and circ_PDS5B were detected by real-time fluorescence quantitative PCR,the volume of cerebral infarction was measured by magnetic resonance diffusion tensor imaging,and the degree of neurological deficit was evaluated by the Na-tional Institutes of Health Stroke Scale(NIHSS)score.According to the volume of cerebral infarction,they were divided into large-volume group(volume of cerebral infarction≥ 20 cm3,29 cases),medium-volume group(1 cm3<volume of cerebral infarction<20 cm3,34 cases),and small-volume group(volume of cerebral infarction≤ 1 cm3,27 cases),and according to the NIHSS scores,patients with AIS were classified into the se-vere group(NIHSS scores≥21 points,27 cases),the moderate group(NIHSS scores 5-20 points,32 cases)and the mild group(NIHSS score≤ 4 points,31 cases).Factors contributing to the increased volume of cere-bral infarction and the increased degree of neurological deficit in patients with AIS were analyzed by ordered multi-categorical Logistic regression.Results Compared with the control group,serum circ_PTP4A2 and circ_PDS5B levels were elevated in the AIS group(P<0.05).Serum circ_PTP4A2 and circ_PDS5B levels were sequentially increased in the small-volume group,medium-volume group,and large-volume group(P<0.05).Serum circ_PTP4A2 and circ_PDS5B levels were sequentially increased in the mild group,moderate group,and severe group(P<0.05).Ordered multi-categorical Logistic regression showed that high NIHSS score,high circ_PTP4A2,and high circ_PDS5B were independent risk factors for increased cerebral infarction volume in AIS patients(P<0.05),and high cerebral infarction volume,high circ_PTP4A2,and high circ_PDS5B were independent risk factors(P<0.05).Conclusion The elevated levels of serum circ_PTP4A2 and circ_PDS5B in AIS patients are related to the increase in cerebral infarction volume and the aggravation of neurological deficits.Early detection of serum circ_PTP4A2 and circ_PDS5B levels is helpful for risk stratification in AIS patients.
2.Relationship between compression and shape changes of the cerebral cistern ambiens in hypertensive cerebral hemorrhage patients after neural endoscopic intracranial hematoma evacuation and prognosis
Rui LI ; Shaokun HE ; Yunchuan YANG ; Feng GAO ; Biwen SUN ; Shiwei HE ; Yunfei ZHU ; Wenfeng XIAO
China Journal of Endoscopy 2025;31(9):17-28
Objective To explore the relationship between the degree of compression and shape grading of the cerebral cistern ambiens in hypertensive cerebral hemorrhage(HCH)patients after neural endoscopic intracranial hematoma evacuation(NEIHE)and prognosis.Methods 246 HCH patients who underwent NEIHE surgery from January 2020 to June 2023 were selected as the research subjects.According to the postoperative 6 month Glasgow outcome score(GOS),the patients were divided into good prognosis group(n=158)and poor prognosis group(n=88).Hierarchical regression model was used to analyze the relationship between clinical pathological features and the degree of compression and shape grading of the cerebral cistern ambiens.Multivariate logistic regression model was used to analyze the independent risk factors affecting the poor prognosis of patients with HCH after NEIHE,and a prediction model was constructed.Receiver operating characteristic curve(ROC curve)was drawn with poor prognosis as the outcome variable.Area under the curve(AUC),integrated discrimination improvement(IDI)and net reclassification improvement(NRI)of different prediction models were compared.Hosmer-Lemeshow was used to test the goodness of fit.Generalized additive model(GAM)was used to analyze the relationship between GOS and related factors.Results Compared with the good prognosis group,the poor prognosis group had more preoperative blood loss,lower preoperative Glasgow coma score(GCS),and higher proportion of patients with midline deviation,hypertension history ≥10 years,hemorrhage breaking into the brain ventricle,and operation time in the late stage,the differences were statistically significant(P<0.05).Compared with the good prognosis group,the proportions of patients with ipsilateral and contralateral cerebral cistern ambiens compression of 3 to 4 points and the morphological classification of cerebral cistern ambiens of grade V in the poor prognosis group were higher,and the differences were statistically significant(P<0.05).The location of bleeding,midline deviation,and intracranial pressure all had an impact on the degree of compression and morphological grading of the cerebral cistern ambiens,and the differences were statistically significant(P<0.05).Multivariate Logistic regression analysis(model 2:including the degree of compression and shape grading of the cerebral cistern ambiens)showed that midline deviation,history of hypertension ≥10 years,preoperative bleeding volume>37 mL,bleeding into the brain ventricles,preoperative GCS<7 points,late surgical timing,degree of compression of the cerebral cistern ambiens(3 to 4 points on the same side of hematoma,3 to 4 points on the opposite side of hematoma),and grade V morphology were all risk factors influencing the poor prognosis of patients with HCH after NEIHE(P<0.05).After incorporating the degree of compression and morphological grading of the cerebral cistern ambiens into model 1(excluding the degree of compression and shape grading of the cerebral cistern ambiens),the AUC increased to 0.812(95%CI:0.763~0.872),and both the IDI(0.081,95%CI:0.049~0.095)and NRI(0.611,95%CI:0.510~0.674)of the model improved,with statistically significant differences(P<0.05).Compared with model 1,model 2 showed an increase in AUC(0.826,95%CI:0.771~0.863),IDI(0.085,95%CI:0.052~0.110),and NRI(0.628,95%CI:0.510~0.709),with statistically significant differences(P<0.05).The Hosmer-Lemeshow test showed that model 2(P=0.878)had a better fit for predicting poor prognosis than model 1(P=0.691).GAM analysis showed that the higher the degree of compression and morphological grading of the cerebral cistern ambiens,the lower the GOS,and the difference was statistically significant(P<0.05).ROC curve analysis showed that the combined application of degree of compression and morphological grading of the cerebral cistern ambiens had a high predictive value for poor prognosis,with AUC of 0.935(95%CI:0.890~0.971),sensitivity of 70.26%,and specificity of 93.84%.Conclusion The degree of compression and shape changes of the cerebral cistern ambiens in HCH patients after NEIHE are closely related to prognosis,and the combined application has certain predictive value for poor prognosis.The location of bleeding,midline deviation,intracranial pressure,and other factors significantly affect the compression degree and shape change of the cerebral cistern ambiens.
3.Relationship between compression and shape changes of the cerebral cistern ambiens in hypertensive cerebral hemorrhage patients after neural endoscopic intracranial hematoma evacuation and prognosis
Rui LI ; Shaokun HE ; Yunchuan YANG ; Feng GAO ; Biwen SUN ; Shiwei HE ; Yunfei ZHU ; Wenfeng XIAO
China Journal of Endoscopy 2025;31(9):17-28
Objective To explore the relationship between the degree of compression and shape grading of the cerebral cistern ambiens in hypertensive cerebral hemorrhage(HCH)patients after neural endoscopic intracranial hematoma evacuation(NEIHE)and prognosis.Methods 246 HCH patients who underwent NEIHE surgery from January 2020 to June 2023 were selected as the research subjects.According to the postoperative 6 month Glasgow outcome score(GOS),the patients were divided into good prognosis group(n=158)and poor prognosis group(n=88).Hierarchical regression model was used to analyze the relationship between clinical pathological features and the degree of compression and shape grading of the cerebral cistern ambiens.Multivariate logistic regression model was used to analyze the independent risk factors affecting the poor prognosis of patients with HCH after NEIHE,and a prediction model was constructed.Receiver operating characteristic curve(ROC curve)was drawn with poor prognosis as the outcome variable.Area under the curve(AUC),integrated discrimination improvement(IDI)and net reclassification improvement(NRI)of different prediction models were compared.Hosmer-Lemeshow was used to test the goodness of fit.Generalized additive model(GAM)was used to analyze the relationship between GOS and related factors.Results Compared with the good prognosis group,the poor prognosis group had more preoperative blood loss,lower preoperative Glasgow coma score(GCS),and higher proportion of patients with midline deviation,hypertension history ≥10 years,hemorrhage breaking into the brain ventricle,and operation time in the late stage,the differences were statistically significant(P<0.05).Compared with the good prognosis group,the proportions of patients with ipsilateral and contralateral cerebral cistern ambiens compression of 3 to 4 points and the morphological classification of cerebral cistern ambiens of grade V in the poor prognosis group were higher,and the differences were statistically significant(P<0.05).The location of bleeding,midline deviation,and intracranial pressure all had an impact on the degree of compression and morphological grading of the cerebral cistern ambiens,and the differences were statistically significant(P<0.05).Multivariate Logistic regression analysis(model 2:including the degree of compression and shape grading of the cerebral cistern ambiens)showed that midline deviation,history of hypertension ≥10 years,preoperative bleeding volume>37 mL,bleeding into the brain ventricles,preoperative GCS<7 points,late surgical timing,degree of compression of the cerebral cistern ambiens(3 to 4 points on the same side of hematoma,3 to 4 points on the opposite side of hematoma),and grade V morphology were all risk factors influencing the poor prognosis of patients with HCH after NEIHE(P<0.05).After incorporating the degree of compression and morphological grading of the cerebral cistern ambiens into model 1(excluding the degree of compression and shape grading of the cerebral cistern ambiens),the AUC increased to 0.812(95%CI:0.763~0.872),and both the IDI(0.081,95%CI:0.049~0.095)and NRI(0.611,95%CI:0.510~0.674)of the model improved,with statistically significant differences(P<0.05).Compared with model 1,model 2 showed an increase in AUC(0.826,95%CI:0.771~0.863),IDI(0.085,95%CI:0.052~0.110),and NRI(0.628,95%CI:0.510~0.709),with statistically significant differences(P<0.05).The Hosmer-Lemeshow test showed that model 2(P=0.878)had a better fit for predicting poor prognosis than model 1(P=0.691).GAM analysis showed that the higher the degree of compression and morphological grading of the cerebral cistern ambiens,the lower the GOS,and the difference was statistically significant(P<0.05).ROC curve analysis showed that the combined application of degree of compression and morphological grading of the cerebral cistern ambiens had a high predictive value for poor prognosis,with AUC of 0.935(95%CI:0.890~0.971),sensitivity of 70.26%,and specificity of 93.84%.Conclusion The degree of compression and shape changes of the cerebral cistern ambiens in HCH patients after NEIHE are closely related to prognosis,and the combined application has certain predictive value for poor prognosis.The location of bleeding,midline deviation,intracranial pressure,and other factors significantly affect the compression degree and shape change of the cerebral cistern ambiens.
4.Prior Distributions for Variance Parameters in Bayesian Hierarchical Models
Rui YU ; Shaokun YANG ; Congyuan HE
Chinese Journal of Health Statistics 2024;41(5):654-657
Objective This study aims to explore the impact of different prior distributions on the estimation of key parameters in Bayesian hierarchical models and to analyze how changes in the number of group levels affect estimation accuracy.Method Through case analysis and simulation studies,we assigned inverse gamma,half-Cauchy,and exponential distributions to the group variance parameters in the model,comparing their performance and the influence of the number of group levels.Results The exponential distribution,due to its shorter tail,may underestimate variance,while the inverse gamma and half-Cauchy distributions,with their thicker tails,provide more robust estimates.In scenarios with a higher number of group levels,the model estimates variance more accurately,but as the number of groups decreases,estimation errors increase.Conclusion In small sample conditions,the half-Cauchy and exponential distributions are more suitable choices because they easily incorporate external information and reasonably reflect the variation characteristics of parameters.These findings provide important guidance for selecting priors for group variance parameters in practical applications of Bayesian hierarchical models.
5.Discovery of the mechanisms of acupuncture in the treatment of migraine based on functional magnetic resonance imaging and omics.
Chong LI ; Xinyi LI ; Ke HE ; Yang WU ; Xiaoming XIE ; Jiju YANG ; Fan ZHANG ; Yang YUE ; Huifeng HAO ; Shaokun ZHAO ; Xin LI ; Guihua TIAN
Frontiers of Medicine 2023;17(5):993-1005
Migraine is one of the most prevalent and disabling neurological disease, but the current pharmacotherapies show limited efficacy and often accompanied by adverse effects. Acupuncture is a promising complementary therapy, but further clinical evidence is needed. The influence of acupuncture on migraine is not an immediate effect, and its mechanism remains unclear. This study aims to provide further clinical evidence for the anti-migraine effects of acupuncture and explore the mechanism involved. A randomized controlled trial was performed among 10 normal controls and 38 migraineurs. The migraineurs were divided into blank control, sham acupuncture, and acupuncture groups. Patients were subjected to two courses of treatment, and each treatment lasted for 5 days, with an interval of 1 day between the two courses. The effectiveness of treatment was evaluated using pain questionnaire. The functional magnetic resonance imaging (fMRI) data were analyzed for investigating brain changes induced by treatments. Blood plasma was collected for metabolomics and proteomics studies. Correlation and mediation analyses were performed to investigate the interaction between clinical, fMRI and omics changes. Results showed that acupuncture effectively relieved migraine symptoms in a way different from sham acupuncture in terms of curative effect, affected brain regions, and signaling pathways. The anti-migraine mechanism involves a complex network related to the regulation of the response to hypoxic stress, reversal of brain energy imbalance, and regulation of inflammation. The brain regions of migraineurs affected by acupuncture include the lingual gyrus, default mode network, and cerebellum. The effect of acupuncture on patients' metabolites/proteins may precede that of the brain.
Humans
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Migraine Disorders/etiology*
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Brain/diagnostic imaging*
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Acupuncture Therapy/methods*
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Magnetic Resonance Imaging
6.Measurement protocol and discriminant analysis of rapid screening tools for assessing the risk of mild cognitive impairment
Yiru YANG ; Chenlong LYU ; Shaokun ZHAO ; He LI ; Zhanjun ZHANG
Chinese Journal of Geriatrics 2020;39(10):1146-1150
Objective:To develop rapid screening tools for assessing the risk of mild cognitive impairment(MCI)based on neuropsychological scales and cognitive paradigms.Methods:Two baseline datasets from the Beijing Ageing Brain Rejuvenation Initiative(BABRI)cohort were studied: dataset 1 contained 5 593 subjects, with 1 500 cases with MCI and 4 093 cases with normal cognitive function(the control group); dataset 2 consisted of 588 subjects, with 92 cases with MCI and 496 cases with normal cognitive function(the control group). Dataset 1 was used to simplify the Mini-Mental State Examination(MMSE), and the sub-item combination with the strongest MCI discriminative ability was selected to integrate into the cognitive rapid assessment(BABRI-mini MMSE). Dataset 2 with scores of encoding-recognition episodic memory task was used for further MCI discriminant analysis and was adapted into an episodic memory test(BABRI-EMT). We applied the receiver operating characteristic curve(ROC)for those analyses.Results:The control group and the MCI group showed significant differences in multi-domain cognitive ability and episodic memory task performance( P<0.01). Among sub-items of MMSE measured using dataset 1, MMSE12 and MMSE19 had the highest discriminative accuracy for MCI, and the area under the ROC(AUC)was 0.699 and 0.631, respectively.Dataset 2 was used to investigate the discriminative ability of the episodic memory score in combination with the above two MMSE sub-items for MCI, and the AUC value was 0.732, the sensitivity was 0.731, and the specificity was 0.656. Conclusions:The BABRI-mini MMSE and BABRI-EMT are suitable for the large-scale universal screening of MCI risk.

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