1.Effect of ribosomal protein L26 on apoptosis and proliferation of gastric cancer cells
Qian Wang ; Fang Yang ; Wei Nie ; Lihua Hu ; Maolin Zhang ; Lixiang Zhao ; Xiangren Jin ; Zhiqiang Yan
Acta Universitatis Medicinalis Anhui 2025;60(11):2043-2051
Objective:
To investigate the expression of ribosomal protein L26 ( RPL26) in gastric cancer cells (GC) and its effect on cell apoptosis and proliferation .
Methods:
The expression of RPL26 in GES-1 and GC cell lines was detected by Western blot. GC cell line HGC-27 was used to construct RPL26 overexpression cell line , and GC cell lines HGC-27 and AGS cells were used to construct RPL26 knockdown cell line . The overexpression and knockdown efficiency of RPL26 were detected by Western blot. Cell counting kit-8 (CCK-8) , colony formation assay and Transwell assay were used to detect the effects of the overexpression and knockdown of RPL26 on the pro- liferation and migration of GC cells . Western blot was used to detect the expression of Phosphatidylinositol-3-kinase (PI3K) / protein kinase B (AKT) signaling pathway related factors PI3K , AKT , phosphorylated phosphatidylinosi- tol-3-kinase (p-PI3K) , phosphorylated protein kinase B ( p-AKT) and downstream factors B-Cell lymphoma-2 (Bcl-2) , Bcl-2 associated X protein (Bax) and Cyclin A , G1 /S-specific Cyclin D1(Cyclin D1) , Cyclin-depend- ent kinases (CDK)4 and CDK2 in overexpression and knockdown of RPL26 stably transfected cell lines .
Results:
Compared with GES-1 , RPL26 was highly expressed in HGC-27 cells ( tHGC-27 = 4. 97 ; P < 0. 01) and elevated in AGS , but the difference was not statistically significant. In HGC-27 and AGS cells , CCK-8 and colony formation assays showed that the proliferation ability of cells decreased after the knockdown of RPL26. Transwell assay showed that the migration ability of cells decreased after the knockdown of RPL26. Western blot showed that Bcl-2 expression was decreased in HGC-27 , AGS cells after the knockdown of RPL26 ( tHGC-27 = 11 . 50 , tAGS = 4. 77 ; P < 0. 001 , P < 0. 01) , and Bax expression increased ( tHGC-27 = 9. 63 , tAGS = 4. 05 ; P < 0. 001 , P < 0. 05) . In HGC-27 cells , the ratios of p-PI3K/PI3K and p-AKT/AKT significantly decreased after the knockdown of RPL26 ( tp-PI3K/PI3K = 3 . 86 , tp-AKT/AKT = 8. 29 ; P < 0. 05 , P < 0. 01) . Cyclin A , Cyclin D1 , CDK4 , CDK2 protein expressions de- creased ( t = 9. 61 , 5 . 10 , 11 . 64 , 7. 81 ; P < 0. 01 or P < 0. 001) , while the overexpression of RPL26 in HGC-27 cells showed the opposite trend .
Conclusion
The knockdown of RPL26 may arrest the cell cycle in G1 /S phase by inhibiting the PI3K/AKT signaling pathway , thereby inhibiting cell proliferation and promoting apoptosis .
2.Transesophageal echocardiography combined with agitated saline contrast echocardiography for identifying morphological features of high-risk patent foramen ovale and evaluating risk of related stroke
Xin LI ; Yanbin REN ; Huan ZHANG ; Juntong HU ; Danni ZHANG ; Lixiang AN
Chinese Journal of Medical Imaging Technology 2025;41(4):602-605
Objective To observe the feasibility of transesophageal echocardiography(TEE)combined with agitated saline contrast echocardiography(ASCE)for identifying morphological characteristics of high-risk patent foramen ovale(PFO)and evaluating the risk of PFO related stroke.Methods Totally 212 PFO patients diagnosed by TEE combined with ASCE were enrolled,including 100 cases with cryptogenic stroke(CS)(CS group)and 112 without CS(non-CS group).Anatomical morphological characteristics of PFO were comparatively analyzed between groups to screen the independent factors of CS.Results In CS group,the left and right atrial opening diameters of PFO were all larger than those in non-CS group in both resting-state and stimulated state.The aortic root diameter in CS group was larger than that in non-CS group,and the incidence of atrial septal aneurysm(ASA),high activity of the atrial septum,inferior vena cava valve or Chiari network,large amount of right-to-left-shunt(RLS)in stimulated state,and multiple outlets of the oval valve in CS group were all higher than those in non-CS group(all P<0.05).Logistic regression analysis showed that ASA,high atrial septal activity,large amount of RLS and multiple oval valve outlets were all independent factors associated with CS(OR=0.211,0.384,0.999,0.199,all P<0.05).Conclusion TEE combined with ASCE could identify anatomical characteristics of high-risk PFO and assess the risk of PFO related stroke.
3.Association Between the Pericoronary Fat Attenuation Index and Triglyceride-glucose Index With Atrial Fibrillation Recurrence After Radiofrequency Catheter Ablation in Atrial Fibrillation Patients
Xiaole LI ; Lixiang XIE ; Siyi WANG ; Wensu CHEN ; Chengzong LI ; Zishuo WANG ; Chunfeng HU
Chinese Circulation Journal 2025;40(7):666-673
Objectives:This study aims to explore the relationship between the pericoronary fat attenuation index(FAI)and triglyceride-glucose(TyG)index and atrial fibrillation recurrence after radiofrequency catheter ablation(RFCA)in patients with atrial fibrillation(AF).Methods:This retrospective study enrolled consecutive AF patients who underwent their first successful RFCA at the Affiliated Hospital of Xuzhou Medical University from 2019 to 2023.Pericoronary FAI was quantitatively measured,and the TyG index was calculated.Patients were divided into three groups according to the TyG index quartile:T1 group(TyG index<8.45,n=114);T2 group(8.45≤TyG index≤8.93,n=114);T3 group(TyG index>8.93,n=120).Linear regression was used to analyze the correlation between the TyG index and proximal FAI of three coronary arteries.Logistic regression was employed to explore the correlation between pericoronary FAI,TyG index,and AF recurrence post-RFCA,restrictive cubic splines(RCS)were plotted.Additive interaction and mediation analyses were used to explore the role of pericoronary FAI in the relationship between the TyG index and post-RFCA AF recurrence.Subgroup analysis was performed to explore the predictive value of the TyG index for postoperative recurrence in different patient subgroups.Results:A total of 348 patients were included.After adjusting for confounding factors using linear regression analysis,each unit increase in the TyG index was associated with a 5.389 HU increase in left circumfleex artery(LCX-FAI)(95%CI:3.874-6.904,P<0.001).During one-year follow-up,90 cases(25.86%)experienced AF recurrence.RCS analysis indicated that there was no significant nonlinear relationship between LCX-FAI,TyG index,and AF recurrence after RFCA(Pnon-linear=0.378,Pnon-linear=0.469).The recurrence rate of AF in patients with TyG index>9.08 and LCX-FAI>-83.65 HU was about 57.737 times higher than those with TyG index≤9.08 and LCX-FAI≤-83.65 HU(OR=57.737,95%CI:23.755-155.656,P<0.001).There was an additive interaction between the TyG index and LCX-FAI:relative excess risk due to interaction(RERI)was 50.901(95%CI:0.215-101.587),attributable proportion due to interaction(AP)was 0.882(95%CI:0.769-0.994),and the synergy index(S)was 9.713(95%CI:3.380-27.910).Mediation analysis indicated that LCX-FAI mediated 22%of the relationship between the TyG index and AF recurrence.Subgroup analysis revealed no multiplicative interaction between the type of atrial fibrillation and the TyG index in terms of AF recurrence risk(Pinteraction=0.562).Conclusions:In patients with atrial fibrillation,the TyG index is positively correlated with LCX-FAI,patients with TyG index>9.08 and LCX-FAI>-83.65 HU have significantly increased risk of AF recurrence after RFCA.LCX-FAI partially mediates the relationship between the TyG index and post-RFCA recurrence.Furthermore,the TyG index can effectively predict AF recurrence in both persistent and paroxysmal atrial fibrillation patients.
4.Association Between the Pericoronary Fat Attenuation Index and Triglyceride-glucose Index With Atrial Fibrillation Recurrence After Radiofrequency Catheter Ablation in Atrial Fibrillation Patients
Xiaole LI ; Lixiang XIE ; Siyi WANG ; Wensu CHEN ; Chengzong LI ; Zishuo WANG ; Chunfeng HU
Chinese Circulation Journal 2025;40(7):666-673
Objectives:This study aims to explore the relationship between the pericoronary fat attenuation index(FAI)and triglyceride-glucose(TyG)index and atrial fibrillation recurrence after radiofrequency catheter ablation(RFCA)in patients with atrial fibrillation(AF).Methods:This retrospective study enrolled consecutive AF patients who underwent their first successful RFCA at the Affiliated Hospital of Xuzhou Medical University from 2019 to 2023.Pericoronary FAI was quantitatively measured,and the TyG index was calculated.Patients were divided into three groups according to the TyG index quartile:T1 group(TyG index<8.45,n=114);T2 group(8.45≤TyG index≤8.93,n=114);T3 group(TyG index>8.93,n=120).Linear regression was used to analyze the correlation between the TyG index and proximal FAI of three coronary arteries.Logistic regression was employed to explore the correlation between pericoronary FAI,TyG index,and AF recurrence post-RFCA,restrictive cubic splines(RCS)were plotted.Additive interaction and mediation analyses were used to explore the role of pericoronary FAI in the relationship between the TyG index and post-RFCA AF recurrence.Subgroup analysis was performed to explore the predictive value of the TyG index for postoperative recurrence in different patient subgroups.Results:A total of 348 patients were included.After adjusting for confounding factors using linear regression analysis,each unit increase in the TyG index was associated with a 5.389 HU increase in left circumfleex artery(LCX-FAI)(95%CI:3.874-6.904,P<0.001).During one-year follow-up,90 cases(25.86%)experienced AF recurrence.RCS analysis indicated that there was no significant nonlinear relationship between LCX-FAI,TyG index,and AF recurrence after RFCA(Pnon-linear=0.378,Pnon-linear=0.469).The recurrence rate of AF in patients with TyG index>9.08 and LCX-FAI>-83.65 HU was about 57.737 times higher than those with TyG index≤9.08 and LCX-FAI≤-83.65 HU(OR=57.737,95%CI:23.755-155.656,P<0.001).There was an additive interaction between the TyG index and LCX-FAI:relative excess risk due to interaction(RERI)was 50.901(95%CI:0.215-101.587),attributable proportion due to interaction(AP)was 0.882(95%CI:0.769-0.994),and the synergy index(S)was 9.713(95%CI:3.380-27.910).Mediation analysis indicated that LCX-FAI mediated 22%of the relationship between the TyG index and AF recurrence.Subgroup analysis revealed no multiplicative interaction between the type of atrial fibrillation and the TyG index in terms of AF recurrence risk(Pinteraction=0.562).Conclusions:In patients with atrial fibrillation,the TyG index is positively correlated with LCX-FAI,patients with TyG index>9.08 and LCX-FAI>-83.65 HU have significantly increased risk of AF recurrence after RFCA.LCX-FAI partially mediates the relationship between the TyG index and post-RFCA recurrence.Furthermore,the TyG index can effectively predict AF recurrence in both persistent and paroxysmal atrial fibrillation patients.
5.Transesophageal echocardiography combined with agitated saline contrast echocardiography for identifying morphological features of high-risk patent foramen ovale and evaluating risk of related stroke
Xin LI ; Yanbin REN ; Huan ZHANG ; Juntong HU ; Danni ZHANG ; Lixiang AN
Chinese Journal of Medical Imaging Technology 2025;41(4):602-605
Objective To observe the feasibility of transesophageal echocardiography(TEE)combined with agitated saline contrast echocardiography(ASCE)for identifying morphological characteristics of high-risk patent foramen ovale(PFO)and evaluating the risk of PFO related stroke.Methods Totally 212 PFO patients diagnosed by TEE combined with ASCE were enrolled,including 100 cases with cryptogenic stroke(CS)(CS group)and 112 without CS(non-CS group).Anatomical morphological characteristics of PFO were comparatively analyzed between groups to screen the independent factors of CS.Results In CS group,the left and right atrial opening diameters of PFO were all larger than those in non-CS group in both resting-state and stimulated state.The aortic root diameter in CS group was larger than that in non-CS group,and the incidence of atrial septal aneurysm(ASA),high activity of the atrial septum,inferior vena cava valve or Chiari network,large amount of right-to-left-shunt(RLS)in stimulated state,and multiple outlets of the oval valve in CS group were all higher than those in non-CS group(all P<0.05).Logistic regression analysis showed that ASA,high atrial septal activity,large amount of RLS and multiple oval valve outlets were all independent factors associated with CS(OR=0.211,0.384,0.999,0.199,all P<0.05).Conclusion TEE combined with ASCE could identify anatomical characteristics of high-risk PFO and assess the risk of PFO related stroke.
6.Liuwei Dihuang Erzhiwan Combination Regulate Myeloid-derived Suppressor Cells to Inhibit Breast Cancer Lung Metastasis
Lixiang ZHENG ; Zifeng GUO ; Huiwen GUO ; Xiaomin WANG ; Chuanming XU ; Yuliang HU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(20):37-45
ObjectiveTo investigate the mechanism by which Liuwei Dihuang Erzhiwan combination inhibit the lung metastasis of spontaneous breast cancer in mice by regulating the recruitment of myeloid-derived suppressor cells (MDSCs). MethodThree hundred and eighty SPF-grade 10-month-old female breeders of Kunming mouse were palpated at the mammary gland site once every 3 days. Mice that have not had a lump touched after being raised for 6 months are used as control group. After tumor development, the mice were randomized into model, positive control (paclitaxel, intraperitoneal injection at 0.01 g·kg-1 every other day for 22 d), Liuwei Dihuangwan (0.65 g·kg-1·d-1 by gavage), Erzhiwan (5.41 g·kg-1·d-1 by gavage), and Liuwei Dihuang Erzhiwan combination (6.05 g·kg-1·d-1 by gavage) groups. The mice were euthanised when the tumor reached a diameter of about 15 mm, and the tumor and lung tissues were collected. The survival time, tumor mass, and lung metastasis rate of tumor-bearing mice were recorded. Hematoxylin-eosin (HE) staining was used to observe the histopathological and morphological changes of mouse tumor and lung tissues. Immunofluorescence (IF) was used to detect the distribution of MDSCs in tissues of mice in each group by double-staining of MDSCs cells with lymphocyte antigen 6 complex site G6D (Ly6G) and CD11 antigen-like family member B (CD11b). Western blot was employed to determine the protein levels of matrix metalloproteinase-9 (MMP-9), transforming growth factor-β (TGF-β), zinc finger transcription factor 1 (Snail1), and E-cadherin in the tumor tissue and CC motif chemokine 9 (CCL9) and CC motif chemokine receptor 1 (CCR1) in the lung tissue. ResultDuring the modelling period, the paclitaxel group and Chinese medicine intervention groups had longer median number of days of survival and lower tumor weight, lung metastasis rate, and lung nodule than the model group (P<0.05, P<0.01). HE staining showed an increase in tumor cell necrosis in the paclitaxel group and the Liuwei Dihuang Erzhiwan combination group. The paclitaxel group and Chinese medicine intervention groups had lower fluorescence intensity of MDSCs in the tumor tissue than the model group (P<0.05, P<0.01). Compared with the normal control group, the model group showed increased fluorescence intensity of MDSCs in the metastatic lung tissue (P<0.01), which, however, was decreased in the paclitaxel group and Chinese medicine intervention groups (P<0.01). The model group showed higher protein levels of MMP-9, TGF-β, and Snail1 and lower protein level of E-cadherin in the tumor tissue than in the normal control group (P<0.01). Compared with model group, paclitaxel and Chinese medicine interventions downregulated the protein levels of MMP-9, TGF-β, and Snail1 (P<0.05, P<0.01) and upregulated the protein level of E-cadherin in the tumor tissue (P<0.01). Moreover, the Liuwei Dihuang Erzhiwan combination group had lower protein levels of TGF-β and Snail1 than the Liuwei Dihuangwan group and Erzhiwan group (P<0.05). In the metastatic lung tissue, the expression of CCL9 and CCR1 was higher in the model group than in the normal control group, paclitaxel group, and Chinese medicine intervention groups (P<0.05, P<0.01). ConclusionLiuwei Dihuang Erzhiwan combination inhibit tumor growth, prolong survival time, and reduce the occurrence of lung metastasis in the mouse model of spontaneous breast cancer by reducing the recruitment of MDSCs in the tumor and lung tissues and modulating the phenotypes of epithelial-mesenchymal transition (EMT)-related molecules and the expression of CCL9/CCR1.
7.Prediction model of insomnia disorder in perimenopausal women based on machine learning method
Jinli HU ; Jiebai SHI ; Fangli LIAO ; Lixiang ZHANG
Chinese Journal of Practical Nursing 2024;40(20):1535-1542
Objective:To explore the influencing factors of insomnia disorder in perimenopausal women and construct a prediction model of insomnia disorder in perimenopausal women based on machine learning method.Methods:A case-control study was used in this study. A total of 140 perimenopausal women who were examined in Lishui Maternal and Child Health Hospital from January 2019 to June 2021 were selected as the study objects for retrospective analysis by convenient sampling method. They were divided into occurrence and non-occurrence groups based on the presence of insomnia disorders. Relevant data of the patients were collected and risk factors analysis was conducted. Multivariate Logistic regression, decision classification regression tree (CRT) and back propagation neural network (BPNN) algorithm based on machine learning, the prediction model of insomnia disorder in perimenopausal women was constructed.Results:A total of 140 perimenopausal women were included, including 88 patients (62.86%) in the occurrence group, aged (50.16 ± 4.73) years old, and 52 patients (37.14%) in the non-occurrence group, aged (47.33 ± 4.54) years old. Multivariate Logistic regression analysis showed that percapita family monthly income ( OR = 0.019, 95% CI 0.001-0.422, P<0.05), Hamilton Depression Scale (HAMD) score ( OR = 1.665, 95% CI 1.108-2.502, P<0.05) and Self-rating Anxiety Scale (SAS) score ( OR = 1.407, 95% CI 1.085-1.826, P<0.05) of the two groups were independent risk factors for the occurrence of insomnia disorder in perimenopausal women. The prediction model constructed by CRT showed that SAS score, HAMD score and percapita family monthly income were the influencing factors for the occurrence of insomnia disorder in perimenopausal women. The results of BPNN model showed that the importance ranking of influencing factors was SAS score>percapita family monthly income>HAMD score>body mass index>age>work status>daily exercise cumulative time. Among the models constructed by the three machine learning algorithms, the area under the curve of multivariate Logistic regression analysis was 0.998, the sensitivity was 96.6%, the specificity was 100.0%, which had the best predictive performance. Conclusions:In this study, the prediction model of insomnia disorder in perimenopausal women based on machine learning method has good prediction efficiency, among which the multivariate Logistic regression model has the best diagnostic efficiency, and the established prediction model has good prediction accuracy.
8.Predictive value of the differential distribution of peripheral lymphocyte subsets before and after the first 131I treatment on therapeutic response in patients with papillary thyroid cancer
Junyu ZHANG ; Di FAN ; Zhiyong SHI ; Tiane LUO ; Zhifang WU ; Hongliang WANG ; Keyi LU ; Suyun YANG ; Lixiang WU ; Tingting HU ; Yuanyuan MOU ; Sijin LI ; Haiyan LIU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(12):730-735
Objective:To investigate the predictive value of differential distribution of peripheral lymphocyte subsets before and after the first 131I treatment on the therapeutic response to 131I treatment in patients with papillary thyroid cancer (PTC). Methods:A retrospective study was conducted on 46 PTC patients (16 males, 30 females, age 20-77 years) who underwent total thyroidectomy and received 131I treatment between January 2021 and August 2021 in First Hospital of Shanxi Medical University. Peripheral blood lymphocyte subsets (T, B, CD4 + T, CD8 + T, natural killer (NK), helper T (Th)1, Th2, Th17, and regulatory T (Treg) cells) were measured 1-2 d before and 30 d after 131I treatment. Based on serological and imaging evidence, therapeutic response at 6-12 months post- 131I therapy was categorized as either excellent response (ER) or non-excellent response (NER). Differences of preablative stimulated thyroglobulin (psTg) and clinical baseline characteristics between two groups were assessed by using independent-sample t test, paired t test, or Mann-Whitney U test. Predictive value of lymphocyte subsets before and after 131I treatment for therapeutic response was assessed through logistic regression analysis, ROC curve analysis, and decision curve analysis (DCA). Results:In ER group ( n=33) and NER group ( n=13), most lymphocyte subsets showed different degrees of reduction 30 d after 131I treatment compared to before 131I treatment, such as T, B, CD4 + T and Th1 cells in ER group, as well as T, B, CD4 + T, Th1, Th2, Th17, and Treg cells in NER group ( t values: 2.41-9.57, all P<0.05). Before 131I treatment, NER group had significantly higher levels of psTg, Th2, Th17, and Treg cells compared to the ER group ( t values: from -3.32 to -2.48, U=29.00, all P<0.05). After 131I treatment, most of lymphocyte subsets in NER group (T, B, CD4 + T, CD8 + T, Th1 and Treg cells) showed higher trend than those in ER group but without statistical significances ( t values: from -1.12 to -0.06, all P>0.05). Th2 cells before 131I treatment (odds ratio ( OR)=25.00, 95% CI: 1.36-459.10, P=0.030) was identified as a risk factor for NER. ROC curve analysis indicated that AUCs of psTg and Th2 cells for predicting therapeutic response were 0.932 and 0.790, respectively, which was 0.958 for the combined psTg and Th2 cells. DCA showed that within the threshold probability range of 10%-60%, the curves for psTg, Th2 cells, and the combined psTg and Th2 cells were all higher than the extreme curve, suggesting good effect. Conclusions:Most lymphocyte subsets decrease to varying degrees, and NER group shows a significant decrease 30 d after 131I treatment. Th2 cells may be a risk factor for poor response to 131I treatment, providing a certain value in predicting the therapeutic response to 131I treatment.
9.Drug resistance characteristics and epidemic trend of Escherichia coli in Anning, Yunnan
Cunfang LIU ; Yan WANG ; Rong YANG ; Lixiang HU
Journal of Public Health and Preventive Medicine 2020;31(4):58-61
Objective To investigate the drug resistance characteristics and epidemic trend of Escherichia coli in Anning, Yunnan, and to provide a reference for clinical rational use of antibiotics. Methods A total of 376 strains of Escherichia coli were isolated from June 2018 to June 2019 from Kungang Hospital of Yunnan Province. The ESBLs producing strains were screened by double disk method and the sensitivity of ESBLs to antibiotics was detected by K-B method. The genotyping of ESBLs strains and the class I, II and III integrase genes in integron 3' and 5' conservative regions was conducted using polymerase chain reaction (PCR). Results The detection rate of ESBLs producing Escherichia coli was 53.19% (200/376). ESBLs-producing Escherichia coli had a low resistance rate to carbapenem antibacterial drugs with a relatively high sensitivity. The resistance rates to amikacin and piperacillin were 7.50% and 12.50% respectively, which had good antibacterial activity. The resistance rate to other antibiotics was high. There were 74.00% (148/ 200) of ESBLs-producing Escherichia coli carrying CTX-M gene, 34.50% (69/200) carrying TEM genes, and 1.00% (2/200) of strains carrying SHV genes. In addition, there were 9.00% (18/200) of strains carrying both CTX-M and TEM genes, and 0.50% (1/200) of strains carrying both CTX-M and SHV genes. The detection rate of integrons accounted for 37.00% (74/200), all of which were class I integrons. Conclusion The prevalence of ESBLs-producing Escherichia coli was relatively high in Anning, Yunnan. ESBLs-producing Escherichia coli showed a trend of multi-drug resistance. The genotype was mainly CTX-M, and the integron was classified as class I.
10.Abnormal Effective Connectivity of the Anterior Forebrain Regions in Disorders of Consciousness.
Ping CHEN ; Qiuyou XIE ; Xiaoyan WU ; Huiyuan HUANG ; Wei LV ; Lixiang CHEN ; Yequn GUO ; Shufei ZHANG ; Huiqing HU ; You WANG ; Yangang NIE ; Ronghao YU ; Ruiwang HUANG
Neuroscience Bulletin 2018;34(4):647-658
A number of studies have indicated that disorders of consciousness result from multifocal injuries as well as from the impaired functional and anatomical connectivity between various anterior forebrain regions. However, the specific causal mechanism linking these regions remains unclear. In this study, we used spectral dynamic causal modeling to assess how the effective connections (ECs) between various regions differ between individuals. Next, we used connectome-based predictive modeling to evaluate the performance of the ECs in predicting the clinical scores of DOC patients. We found increased ECs from the striatum to the globus pallidus as well as from the globus pallidus to the posterior cingulate cortex, and decreased ECs from the globus pallidus to the thalamus and from the medial prefrontal cortex to the striatum in DOC patients as compared to healthy controls. Prediction of the patients' outcome was effective using the negative ECs as features. In summary, the present study highlights a key role of the thalamo-basal ganglia-cortical loop in DOCs and supports the anterior forebrain mesocircuit hypothesis. Furthermore, EC could be potentially used to assess the consciousness level.
Adult
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Bayes Theorem
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Connectome
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Consciousness Disorders
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diagnostic imaging
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physiopathology
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Female
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Humans
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Machine Learning
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Magnetic Resonance Imaging
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Male
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Middle Aged
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Neural Pathways
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diagnostic imaging
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physiopathology
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Prognosis
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Prosencephalon
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diagnostic imaging
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physiopathology
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Young Adult


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