1.Age-related changes in glymphatic pathways in Parkinson′s disease patients based on diffusion tensor imaging analysis along the perivascular space and their relationship with cognitive function
Yang ZHAO ; Changyuan XU ; Yufan CHEN ; Mengyuan ZHUO ; Tao GONG ; Yuanyuan XIANG ; Guangbin WANG
Chinese Journal of Radiology 2025;59(1):64-69
Objective:To investigate the effect of age factor on glymphatic function in patients with Parkinson′s disease (PD) and its potential correlation with overall cognitive performance based on diffusion tensor imaging analysis along the perivascular space(DTI-ALPS) index.Methods:The study was cross-sectional. Clinical and imaging data of 77 PD patients (PD group) who attended the Provincial Hospital of Shandong First Medical University from October 2021 to June 2024 were retrospectively analyzed. In the same period, 30 healthy volunteers matched by age and gender were collected as the normal control (NC) group. All subjects underwent MRI scanning and DTI-ALPS index was calculated based on diffusion tensor imaging. Cognitive functions of 46 patients in the PD group were assessed using the mini-mental state examination (MMSE) and montreal cognitive assessment (MoCA) scores. Independent samples t-tests were used to compare the differences in DTI-ALPS index between the PD and NC groups. After adjusting for confounders, the relationship between DTI-ALPS and age was explored using partial correlation analyses, multiple linear regression models. A mediation model was further developed to explore the mediating effect of DTI-ALPS index between age and cognitive function scores. Results:The DTI-ALPS indices of PD and NC groups were 1.66±0.20 and 1.44±0.17, respectively, and the differences were statistically significant ( t=5.27, P<0.001). The age of patients in the PD group was negatively correlated with the DTI-ALPS index ( r=-0.54, P<0.001), and age (β=-0.467, P<0.001) was an independent influencer of DTI-ALPS index. The DTI-ALPS index was positively correlated with MMSE scores ( r=0.53, P<0.001) and positively correlated with MoCA scores ( r=0.56, P<0.001). The mediation model showed that the DTI-ALPS index fully mediated between age and MMSE scores and partially mediated between age and MoCA scores, with an effect share of 33.25%. Conclusion:Age is an independent risk factor for impaired glymphatic pathway in PD patients, and it may induce cognitive decline in PD patients by exacerbating glymphatic pathway impairment.
2.Comparative analysis of clinical and brain MRI features in methylmalonic acidemia
Mengyuan ZHUO ; Yan YUN ; Chen ZHANG ; Jiaxiang XIN ; Yufan CHEN ; Yang ZHAO ; Changyuan XU ; Guangbin WANG
Chinese Journal of Radiology 2025;59(4):418-424
Objective:To explore brain MRI features of methylmalonic acidemia (MMA).Methods:This observational study retrospectively analyzed the clinical and imaging data of 123 patients with MMA diagnosed at Shandong Provincial Hospital Affiliated to Shandong First Medical University and Qilu Hospital of Shandong University from January 2010 to November 2022. The 123 patients were divided into 7 stages according to age of onset, neonatal period (0 to<1 month), infancy (1 month to<1 year), early childhood (1 to<4 years), preschool (4 to<7 years), school age (7 to<13 years), adolescent (13 to 17 years) and adult (>17 years). All patients underwent brain MRI scanning. The imaging performances were evaluated, including the number, location, morphology of the lesions.Results:Of the 123 patients, 40 were in the neonatal period, 29 in infancy, 13 in early childhood, 9 in preschool, 6 in school age, 13 in adolescence, and 13 in adulthood. The first symptoms of patients in the neonatal period were mainly digestive system abnormalities, such as difficulty in breastfeeding (37.5%, 15/40) and vomiting (25.0%, 10/40), with neurological symptoms gradually becoming the main manifestations from infancy. Seventy-three cases (59.3%) showed significant abnormalities on cranial MRI, including 17 cases with 33 foci in the neonatal period, 23 cases with 53 foci in infancy, 11 cases with 16 foci in early childhood, 2 cases with 2 foci in preschool, 3 cases with 7 foci in school age, 7 cases with 9 foci in adolescence, and 10 cases with 16 foci in adulthood. In neonatal period, the main manifestations were myelin dysplasia (18%,6/33), dilatation of the lateral ventricular system (18%,6/33), and pallidal bulb infarct foci (18%,6/33); in infancy, the main manifestations were hypoplasia or thinning of the corpus callosum (30%,16/53); in early childhood, the main manifestations were pallidal bulb infarct foci (38%,6/16); and the two MRI abnormalities in preschool were pallidum and thalamic infarct foci; in school age, the main manifestations were infarct foci in the chiasmatic nucleus (29%,2/7) and in the caudate nucleus (29%,2/7); in adolescence, the main manifestation was dilatation of the lateral ventricular system (33%,3/9); and in adulthood, the main manifestation was dilatation of the lateral ventricular system (19%,3/16).Conclusion:By staging the age of onset, it is found that the imaging manifestations of MMA patients show significant differences with age, suggesting that there is a dynamic nature of MMA damage to brain structures at different developmental stages.
3.Age-related changes in glymphatic pathways in Parkinson′s disease patients based on diffusion tensor imaging analysis along the perivascular space and their relationship with cognitive function
Yang ZHAO ; Changyuan XU ; Yufan CHEN ; Mengyuan ZHUO ; Tao GONG ; Yuanyuan XIANG ; Guangbin WANG
Chinese Journal of Radiology 2025;59(1):64-69
Objective:To investigate the effect of age factor on glymphatic function in patients with Parkinson′s disease (PD) and its potential correlation with overall cognitive performance based on diffusion tensor imaging analysis along the perivascular space(DTI-ALPS) index.Methods:The study was cross-sectional. Clinical and imaging data of 77 PD patients (PD group) who attended the Provincial Hospital of Shandong First Medical University from October 2021 to June 2024 were retrospectively analyzed. In the same period, 30 healthy volunteers matched by age and gender were collected as the normal control (NC) group. All subjects underwent MRI scanning and DTI-ALPS index was calculated based on diffusion tensor imaging. Cognitive functions of 46 patients in the PD group were assessed using the mini-mental state examination (MMSE) and montreal cognitive assessment (MoCA) scores. Independent samples t-tests were used to compare the differences in DTI-ALPS index between the PD and NC groups. After adjusting for confounders, the relationship between DTI-ALPS and age was explored using partial correlation analyses, multiple linear regression models. A mediation model was further developed to explore the mediating effect of DTI-ALPS index between age and cognitive function scores. Results:The DTI-ALPS indices of PD and NC groups were 1.66±0.20 and 1.44±0.17, respectively, and the differences were statistically significant ( t=5.27, P<0.001). The age of patients in the PD group was negatively correlated with the DTI-ALPS index ( r=-0.54, P<0.001), and age (β=-0.467, P<0.001) was an independent influencer of DTI-ALPS index. The DTI-ALPS index was positively correlated with MMSE scores ( r=0.53, P<0.001) and positively correlated with MoCA scores ( r=0.56, P<0.001). The mediation model showed that the DTI-ALPS index fully mediated between age and MMSE scores and partially mediated between age and MoCA scores, with an effect share of 33.25%. Conclusion:Age is an independent risk factor for impaired glymphatic pathway in PD patients, and it may induce cognitive decline in PD patients by exacerbating glymphatic pathway impairment.
4.Comparative analysis of clinical and brain MRI features in methylmalonic acidemia
Mengyuan ZHUO ; Yan YUN ; Chen ZHANG ; Jiaxiang XIN ; Yufan CHEN ; Yang ZHAO ; Changyuan XU ; Guangbin WANG
Chinese Journal of Radiology 2025;59(4):418-424
Objective:To explore brain MRI features of methylmalonic acidemia (MMA).Methods:This observational study retrospectively analyzed the clinical and imaging data of 123 patients with MMA diagnosed at Shandong Provincial Hospital Affiliated to Shandong First Medical University and Qilu Hospital of Shandong University from January 2010 to November 2022. The 123 patients were divided into 7 stages according to age of onset, neonatal period (0 to<1 month), infancy (1 month to<1 year), early childhood (1 to<4 years), preschool (4 to<7 years), school age (7 to<13 years), adolescent (13 to 17 years) and adult (>17 years). All patients underwent brain MRI scanning. The imaging performances were evaluated, including the number, location, morphology of the lesions.Results:Of the 123 patients, 40 were in the neonatal period, 29 in infancy, 13 in early childhood, 9 in preschool, 6 in school age, 13 in adolescence, and 13 in adulthood. The first symptoms of patients in the neonatal period were mainly digestive system abnormalities, such as difficulty in breastfeeding (37.5%, 15/40) and vomiting (25.0%, 10/40), with neurological symptoms gradually becoming the main manifestations from infancy. Seventy-three cases (59.3%) showed significant abnormalities on cranial MRI, including 17 cases with 33 foci in the neonatal period, 23 cases with 53 foci in infancy, 11 cases with 16 foci in early childhood, 2 cases with 2 foci in preschool, 3 cases with 7 foci in school age, 7 cases with 9 foci in adolescence, and 10 cases with 16 foci in adulthood. In neonatal period, the main manifestations were myelin dysplasia (18%,6/33), dilatation of the lateral ventricular system (18%,6/33), and pallidal bulb infarct foci (18%,6/33); in infancy, the main manifestations were hypoplasia or thinning of the corpus callosum (30%,16/53); in early childhood, the main manifestations were pallidal bulb infarct foci (38%,6/16); and the two MRI abnormalities in preschool were pallidum and thalamic infarct foci; in school age, the main manifestations were infarct foci in the chiasmatic nucleus (29%,2/7) and in the caudate nucleus (29%,2/7); in adolescence, the main manifestation was dilatation of the lateral ventricular system (33%,3/9); and in adulthood, the main manifestation was dilatation of the lateral ventricular system (19%,3/16).Conclusion:By staging the age of onset, it is found that the imaging manifestations of MMA patients show significant differences with age, suggesting that there is a dynamic nature of MMA damage to brain structures at different developmental stages.
5.Study on the clinical application of pre-breathing mode in double-low imaging of 320-slices CT for pulmonary artery
Xiaofei LI ; Qingting QIN ; Yurong LIAO ; Lizhuan YANG ; Peng YANG ; Weinan LIN ; Changyuan XIAN ; Chenxi ZENG ; Zhiting CAO
China Medical Equipment 2024;21(1):59-62
Objective:To explore the clinical application value of pre-breathing mode in double-low imaging of 320-slices computed tomography(CT)for pulmonary artery.Methods:A total of 100 patients who underwent CT pulmonary angiography(CTPA)for suspected pulmonary embolism(PE)in Liuzhou People's Hospital from July 2021 to September 2022 were prospectively selected as the research subjects and they were randomly divided into observation group and control group,with 50 cases in each group.The patients of the control group adopted conventional breathing mode(the breathing password was activated after reaching the threshold,and the scan was triggered after 6 s),while the patients of the observation group adopted the pre-breathing mode(the breathing password was activated after 1 or 2 seconds,and the scan was triggered after reaching the threshold).Both two groups adopted double low-technique scan of 320 slices CT.The differences in delay time,radiation dose,the points of subjective and objective image quality,and other indicators were compared between the two groups.Results:The volume CT dose index(CTDIvol),dose length product(DLP),effective dose(ED)and delay time of the observation group were significantly lower than those of the control group(t=76.230,30.225,12.282,7.088,P<0.05),respectively.The comparison of the subjective points of image qualities between the two groups indicated that there were 25 cases with 5 points,23 cases with 4 points and 2 cases with 3 points in the observation group,and there were 21 cases with 5 points,26 cases with 4 points and 3 cases with 3 points in the control group.There was no significant difference in the averagely subjective points of image qualities between two groups(P>0.05).The signal-to-noise ratio(SNR)and signal to noise ratio(CNR)of the observation group were significantly lower than those of the control group,and the noise level(SD)of the observation group was significantly higher than that of the control group(t=25.441,23.886、11.426,P<0.05),respectively.The CT values of the artery trunk of right pulmonary,artery branch of right pulmonary,artery trunk of left pulmonary and artery branch of left pulmonary in the observation group were significantly higher than those in the control group(t=2.256,2.225,2.042,2.277,P<0.05),respectively.Conclusion:The pre-breathing mode can effectively improve CTPA image quality,and reduce radiation dose and the dosage of contrast agent,which clinical application effect is significant.It is worth learning.
6.Biomarkers for early screening and diagnosis of breast cancer: a review.
Youfeng LIANG ; Mingxuan HAO ; Rui GUO ; Xiaoning LI ; Yongchao LI ; Changyuan YU ; Zhao YANG
Chinese Journal of Biotechnology 2023;39(4):1425-1444
The estimated new cases of breast cancer (BC) patients were 2.26 million in 2020, which accounted for 11.7% of all cancer patients, making it the most prevalent cancer worldwide. Early detection, diagnosis and treatment are crucial to reduce the mortality, and improve the prognosis of BC patients. Despite the widespread use of mammography screening as a tool for BC screening, the false positive, radiation, and overdiagnosis are still pressing issues that need to be addressed. Therefore, it is urgent to develop accessible, stable, and reliable biomarkers for non-invasive screening and diagnosis of BC. Recent studies indicated that the circulating tumor cell DNA (ctDNA), carcinoembryonic antigen (CEA), carbohydrate antigen 15-3 (CA15-3), extracellular vesicles (EV), circulating miRNAs and BRCA gene from blood, and the phospholipid, miRNAs, hypnone and hexadecane from urine, nipple aspirate fluid (NAF) and volatile organic compounds (VOCs) in exhaled gas were closely related to the early screening and diagnosis of BC. This review summarizes the advances of the above biomarkers in the early screening and diagnosis of BC.
Humans
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Female
;
Biomarkers, Tumor
;
Early Detection of Cancer
;
Breast Neoplasms/diagnosis*
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Prognosis
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MicroRNAs/genetics*
7.Establishment and validation of a multigene model to predict the risk of relapse in hormone receptor-positive early-stage Chinese breast cancer patients.
Jiaxiang LIU ; Shuangtao ZHAO ; Chenxuan YANG ; Li MA ; Qixi WU ; Xiangzhi MENG ; Bo ZHENG ; Changyuan GUO ; Kexin FENG ; Qingyao SHANG ; Jiaqi LIU ; Jie WANG ; Jingbo ZHANG ; Guangyu SHAN ; Bing XU ; Yueping LIU ; Jianming YING ; Xin WANG ; Xiang WANG
Chinese Medical Journal 2023;136(2):184-193
BACKGROUND:
Breast cancer patients who are positive for hormone receptor typically exhibit a favorable prognosis. It is controversial whether chemotherapy is necessary for them after surgery. Our study aimed to establish a multigene model to predict the relapse of hormone receptor-positive early-stage Chinese breast cancer after surgery and direct individualized application of chemotherapy in breast cancer patients after surgery.
METHODS:
In this study, differentially expressed genes (DEGs) were identified between relapse and nonrelapse breast cancer groups based on RNA sequencing. Gene set enrichment analysis (GSEA) was performed to identify potential relapse-relevant pathways. CIBERSORT and Microenvironment Cell Populations-counter algorithms were used to analyze immune infiltration. The least absolute shrinkage and selection operator (LASSO) regression, log-rank tests, and multiple Cox regression were performed to identify prognostic signatures. A predictive model was developed and validated based on Kaplan-Meier analysis, receiver operating characteristic curve (ROC).
RESULTS:
A total of 234 out of 487 patients were enrolled in this study, and 1588 DEGs were identified between the relapse and nonrelapse groups. GSEA results showed that immune-related pathways were enriched in the nonrelapse group, whereas cell cycle- and metabolism-relevant pathways were enriched in the relapse group. A predictive model was developed using three genes ( CKMT1B , SMR3B , and OR11M1P ) generated from the LASSO regression. The model stratified breast cancer patients into high- and low-risk subgroups with significantly different prognostic statuses, and our model was independent of other clinical factors. Time-dependent ROC showed high predictive performance of the model.
CONCLUSIONS
A multigene model was established from RNA-sequencing data to direct risk classification and predict relapse of hormone receptor-positive breast cancer in Chinese patients. Utilization of the model could provide individualized evaluation of chemotherapy after surgery for breast cancer patients.
Humans
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Female
;
Breast Neoplasms/genetics*
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East Asian People
;
Neoplasm Recurrence, Local/genetics*
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Breast
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Algorithms
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Chronic Disease
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Prognosis
;
Tumor Microenvironment
8.Application value of neutrophil to lymphocyte rate combined with red blood cell distribution width to platelet count ratio in emergency elderly sepsis patients
Hailong YANG ; Dongli WANG ; Jing WANG ; Changyuan WANG
Clinical Medicine of China 2022;38(6):509-514
Objective:To explore the value of neutrophil to lymphocyte rate (NLR) combined with red blood cell distribution width to platelet count ratio (RPR) in evaluating the condition and prognosis of emergency elderly sepsis patients.Methods:A prospective research method was conducted to select 169 elderly patients with sepsis who visited the emergency department of Xuanwu Hospital of Capital Medical University from January 2020 to February 2022.After admission, blood routine examination, chest computerized tomography, biochemical examination, procalcitonin, and pathogenic examination were given, and the scores of acute physiology and chronic health evaluation (APACHE Ⅱ) were scored according to worst value of 24 hours. After 28 days of follow-up, the patients were divided into the survival group(125 cases) and the death group(44 cases) according to the prognosis. The differences of white blood cell count(WBC), NLR, PCT, RPR and APACHE Ⅱ scores were compared between the two groups. The correlation between NLR,RPR and APACHE Ⅱ scores were analyzed. The difference of area under receiver operating characteristic curve (ROC) of RPR, NLR, their combination and PCT in predicting mortality were compared in elderly patients with sepsis. The independent sample t test was used to compare the measurement data with normal distribution, and the χ 2 test was used to compare the enumeration data. The risk factors were analyzed by multiple logistic regression analysis. Results:There was no significant difference in WBC between the survival group and the death group ( P=0.361). The APACHE Ⅱ scores ((18.52±2.41) points), RPR (0.17±0.03), NLR (10.64±3.48), PCT ((2.55±1.14) μg/L) in the death group were higher than those in the survival group ((14.17±2.71) points, (0.14±0.03), NLR (7.67±3.33), (1.19±0.81) μg/L), the difference was statistically significant ( t values were 9.44,7.32,4.92, and 7.32, respectively; all P<0.001). RPR and NLR were positively correlated with APACHE Ⅱ scores ( r=0.393,0.368;both P<0.001). Multivariate logistic regression analysis showed that increased NLR ( OR=1.174,95% CI 1.041-1.325), procalcitonin ( OR=4.353,95% CI 2.382-7.954), RPR ( OR=14.247,95% CI 2.635-77.025) were independent risk factors for the prognosis of sepsis patients ( P values were 0.009,<0.001, and 0.002, respectively).The area under receiver operating characteristic curve (AUC) of PCT in predicting mortality was 0.859 (95% CI:0.801-0.917), the AUC of RPR was 0.755 (95% CI:0.665-0.845), and the AUC of NLR was 0.727 (95% CI: 0.643-0.812). The AUC of RPR and NLR was smaller than that of PCT ( P=0.033, 0.015), but the AUC of RPR combined with NLR was 0.799, which had no significant difference compared with PCT ( P=0.195). Conclusion:Both NLR and RPR had a certain predictive value for the condition and prognosis of elderly sepsis patients in emergency, and their combined evaluation value was similar to that of PCT.
9.Meta-analysis of efficacy ,safety and immunogenicity of bevacizumab biosimilars and original drugs for patients with non-small cell lung cancer
Haitao CHEN ; Nsen Se YANG ; Hang Weis DENG ; Changyuan YANG ; Jisheng CHEN
China Pharmacy 2022;33(8):1003-1008
OBJECTIVE To compare the efficacy ,safety and immunogenicity of bevacizumab biosimilars and original drugs for non-small cell lung cancer (NSCLC),and to provide evidence-based reference for clinical use. METHODS PubMed,Embase, Web of Science ,Cochrane Library ,CBM,CNKI,VIP,Wanfang database ,ClinicalTrials.gov,and Clinical Trial Center of China were searched from the establishment of the database to September 25,2021,randomized controlled trials (RCTs)about bevacizumab biosimilars(trial group )versus bevacizumab original drugs (control group )for NSCLC were collected. After literature screening , data extraction and quality evaluation of included RCTs with bias risk assessment tool recommended by Cochrane Handbook 5.1.0, meta-analysis,sensitivity analysis and publication bias analysis were performed by using RevMan 5.3 software. RESULTS A total of 11 RCTs were included ,involving 6 596 patients in total. Meta-analysis showed that there was no statistical significance in the difference of overall response rate [RR=0.97,95%CI(0.92,1.02),P=0.22],the total incidence of adverse reaction [RR=1.00, 95%CI(0.99,1.01),P=0.79],the incidence of severe adverse reaction [RR=1.04,95%CI(0.96,1.13),P=0.38],positive rate of anti-drug antibody [RR =1.10,95%CI(0.88,1.36,P=0.41] and the incidence of common adverse reactions (except for vomiting)among 2 groups(P>0.05). The sensitivity analysis results showed that the obtained results were robust. The results of publication bias analysis showed that there was little possibility of publication bias. CONCLUSIONS The efficacy ,safety and immunogenicity of bevacizumab biosimilars used for NSCLC are equivalent to those of bevacizumab original drugs.
10.Impact of metabolic enzymes overexpression on transient expression of anti-hLAG3 by CHO cells.
Liping LIU ; Zhao YANG ; Zongyi SHEN ; Changyuan YU
Chinese Journal of Biotechnology 2021;37(1):312-320
To enhance recombinant protein production by CHO cells, We compared the impact of overexpression of metabolic enzymes, namely pyruvate carboxylase 2 (PYC2), malate dehydrogenase Ⅱ (MDH2), alanine aminotransferase Ⅰ (ALT1), ornithine transcarbamylase (OTC), carbamoyl phosphate synthetase Ⅰ (CPSⅠ), and metabolism related proteins, namely taurine transporter (TAUT) and Vitreoscilla hemoglobin (VHb), on transient expression of anti-hLAG3 by ExpiCHO-S. Overexpression of these 7 proteins could differentially enhance antibody production. OTC, CPSI, MDH2, and PYC2 overexpression could improve antibody titer by 29.2%, 27.6%, 24.1%, and 20.3%, respectively. Specifically, OTC and MDH2 could obviously improve early-stage antibody production rate and the culture period was shortened by 4 days compared with that of the control. In addition, OTC and MDH2 had little impact on the affinity of anti-hLAG3. In most cases, overexpression of these proteins had little impact on the cell growth of ExpiCHO-S. MDH2 and ALT1 overexpression in H293T cells could also improve antibody production. Overall, overexpression of enzymes involved in cellular metabolism is an effective tool to improve antibody production in transient expression system.
Animals
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CHO Cells
;
Cricetinae
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Cricetulus
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Enzymes/metabolism*
;
Recombinant Proteins/genetics*

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