1.PET/CT radiomics for predicting Ki-67 expression level of non-small cell lung carcinoma
Xiaogang ZHANG ; Yanjia ZHU ; Xiaofeng LI ; Wengui XU
Chinese Journal of Interventional Imaging and Therapy 2025;22(9):579-582
Objective To observe the value of PET/CT radiomics for predicting Ki-67 expression level of non-small cell lung carcinoma(NSCLC).Methods 18F-FDG PET/CT data of 139 NSCLC patients were retrospectively analyzed.The patients were divided into high-expression group(≥40%,n=75)and low-expression group(<40%,n=64)according to Ki-67 expression level of NSCLC.CT,PET and PET/CT data were divided into training set and test set at a ratio of 7∶3 and make the distribution of Ki-67 expression levels balanced between sets,respectively.CT,PET and PET/CT radiomics features of NSCLC were extracted,and the optimal radiomics features were screened,then random forest(RF),categorical boosting(CatBoost)and extreme gradient boosting(XGBoost)algorithms were used to construct models,respectively.Receiver operating characteristic curve was plotted,and the area under the curve(AUC)was calculated to screen the radiomics model with the highest efficacy for predicting Ki-67 expression level of NSCLC.Results RF models had the highest performance among radiomics models constructed based on CT,PET and PET/CT.The efficacy of RFCT,RFPET and RFPET/CT models for predicting Ki-67 expression level of NSCLC in test set increased sequentially,with AUC of 0.830,0.870 and 0.940,respectively(all P<0.05),and RFPET/CT was the best radiomics model.Conclusion PET/CT radiomics could be used to effectively predict Ki-67 expression level of NSCLC,and RFPET/CT model had the best performance.
2.PET/CT radiomics for predicting Ki-67 expression level of non-small cell lung carcinoma
Xiaogang ZHANG ; Yanjia ZHU ; Xiaofeng LI ; Wengui XU
Chinese Journal of Interventional Imaging and Therapy 2025;22(9):579-582
Objective To observe the value of PET/CT radiomics for predicting Ki-67 expression level of non-small cell lung carcinoma(NSCLC).Methods 18F-FDG PET/CT data of 139 NSCLC patients were retrospectively analyzed.The patients were divided into high-expression group(≥40%,n=75)and low-expression group(<40%,n=64)according to Ki-67 expression level of NSCLC.CT,PET and PET/CT data were divided into training set and test set at a ratio of 7∶3 and make the distribution of Ki-67 expression levels balanced between sets,respectively.CT,PET and PET/CT radiomics features of NSCLC were extracted,and the optimal radiomics features were screened,then random forest(RF),categorical boosting(CatBoost)and extreme gradient boosting(XGBoost)algorithms were used to construct models,respectively.Receiver operating characteristic curve was plotted,and the area under the curve(AUC)was calculated to screen the radiomics model with the highest efficacy for predicting Ki-67 expression level of NSCLC.Results RF models had the highest performance among radiomics models constructed based on CT,PET and PET/CT.The efficacy of RFCT,RFPET and RFPET/CT models for predicting Ki-67 expression level of NSCLC in test set increased sequentially,with AUC of 0.830,0.870 and 0.940,respectively(all P<0.05),and RFPET/CT was the best radiomics model.Conclusion PET/CT radiomics could be used to effectively predict Ki-67 expression level of NSCLC,and RFPET/CT model had the best performance.
3.Metabolomics-based study on the improvement mechanism of the Mongolian drug Sugemule-4 on insomnia rats
Yanjia LI ; Rui YANG ; Sheng WANG ; Lidong SUN ; Donghao BAI ; Shangwu JIN
China Pharmacy 2024;35(1):38-43
OBJECTIVE To study the effects of the Mongolian medicine Sugemule-4 on the metabolism of insomnia rats, and to preliminarily explore its possible mechanisms for improving insomnia. METHODS The rat model of chronic stress insomnia was established by tail clipping stimulation and intraperitoneal injection of p-chlorophenyl alanine solution. Twenty-four male rats were randomly divided into the normal group, model group, diazepam group (positive control, 0.92 mg/kg), and Sugemule-4 group (5.2 g/kg), with 6 rats in each group. Since the 7th day of tail clipping stimulation, the Sugemule-4 group and diazepam group began to be intragastrically administered with relevant medicine; the normal group and model group were intragastrically administered with an equal volume of distilled water, once a day, for 14 consecutive days. The learning and memory abilities of rats were tested using a water maze experiment, and the non-invasive sleep activity monitoring system was used to monitor the 24- hour sleep time of rats. A metabolomics study was conducted on rat serum and hippocampal tissue by using ultra-high-performance liquid chromatography-tandem mass spectrometry. The multivariate statistical analysis method was adopted to analyze the differential metabolites in serum and hippocampal tissue of rats, and screen for differential metabolites and metabolic pathways among those groups. RESULTS Compared with the normal group, the escape latency of rats in the model group was significantly increased, the times of crossing platforms were significantly reduced, and the percentage of average 24-hour sleep time was significantly reduced (P<0.05). Compared with the model group, the levels of the above indicators were significantly reversed in the diazepam group and Sugemule-4 group (P<0.05). Metabolomics studies found that a total of 9 differential metabolites were identified in rat serum and hippocampal tissue, including 5-hydroxyindoleacetic acid, canine urate, canine urinary quinolinic acid, 5-hydroxytryptamine, phenol sulfate, 1-carboxyethyltyrosine, 3-(4-hydroxyphenyl) lactate, N-acetyl tyrosine, tyrosine and phenol sulfate, mainly involving 2 metabolic pathways of tryptophan and tyrosine.CONCLUSIONS Sugemule-4 can improve the sleep time and behavioral performance of insomnia rats, and its mechanism may be associated with affecting amino acid metabolic pathways such as tryptophan and tyrosine.
4.Regulation of exosomal miR-146a-5p expression on gray matter volume changes in patients with major depressive disorder
Jie SU ; Sha LIU ; Changzhou SHI ; Xuanxuan ZHANG ; Qingtong ZHENG ; Bo LI ; Yanjia DENG ; Xingtian WANG ; Ge WEN ; Kai LIU
Journal of Practical Radiology 2024;40(6):861-865
Objective To investigate the effect of exosomal miR-146a-5p expression on gray matter volume in patients with major depressive disorder(MDD).Methods A total of 113 MDD patients(MDD group)and 107 healthy controls(HC)(HC group)were selected.Peripheral blood was collected and exosomes were isolated to quantify miR-146a-5p expression.Brain high-resolution T1 WI images of MDD and HC were obtained via MR,and gray matter volume was computed via SPM12 software.The interaction effect of"Depression×miR-146a-5p expression"on gray matter volume was analyzed using SPM's Flexible factorial design,and the between-group difference was assessed by extracting the mean value,thus to analyze whether MDD-related gray matter volume abnormalities were dependent on miR-146a-5p expression.Results Exosomal miR-146a-5p expression was significantly elevated in MDD group compared to HC group.Voxel-based factorial analysis revealed a relationship between high miR-146a-5p expression in MDD group and reduced gray matter volume in the anterior and posterior cingulate cortices(independent voxel threshold P<0.001,AlphaSim corrected),and a significantly reduced gray matter volume as compared with HC group was detected in the two regions.Conclusion The exosomal miR-146a-5p is overexpressed in patients with MDD and may be associated with specific cortical atrophy in patients with MDD.
5.A Retrospective Feature Analysis on a Population-based Cohort of Patients with the Comorbidity of Cardiovascular and Cerebrovascular Diseases with Type 2 Diabetes in Lingnan Area
Yanjia CHEN ; Guli JIANG ; Yue CHEN ; Lu HUANG ; Haiqin LI ; Jianxiong CAI ; Heng WENG ; Na LIU ; Jianwen GUO
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(10):1462-1469
Objective To analyze the epidemiological characteristics of population-based cohort of patients with the comorbidity of cardiovascular and cerebrovascular diseases and type 2 diabetes in Lingnan area,and to study the related influencing factors in the onset and progression of the disease. Methods A retrospective cohort study was used to collect data from people who underwent physical examination in the Eleventh People's Hospital of Guangzhou from May 2022 to December 2023. Data mainly included questionnaire surveys,physical examinations,and laboratory testing indicators. The 2022 was defined as the baseline to statistically analyze the occurrence and development of the comorbidity of cardiovascular and cerebrovascular diseases and type 2 diabetes in this population,and to analyze the related influencing factors of comorbidity and distribution of traditional Chinese medicine constitution in comorbidity population. Results Finally,a total of 26498 subjects were included,from which there were 359 patients with the comorbidity of cardiovascular and cerebrovascular diseases and type 2 diabetes (comorbidity group),accounting for 1.4% of the total. Among them,290 were male,accounting for 80.8%,which is much higher than female. The mean age was(61.6±9.5)years old,which was significantly higher than that of the non-comorbidity group. The cases of comorbidity group were mainly concentrated in the age group of 45-75 years old,and no cases were found in people under 35 years old. There were 293 patients with the comorbidity of ischemic cardiovascular disease and type 2 diabetes,whose proportion (81.6%) is much higher than that of other types. Significant differences between comorbidity group and non-comorbidity group were found in terms of gender,age,age distribution,height,body mass,body mass index (BMI),smoking,alcohol consumption,marital status,exercise,and dampness syndrome (P<0.05). About 1.0% of population at the baselined converted from non-comorbidities or single disease to comorbidities. The proportion of newly diagnosed patients with the comorbidity of ischemic cardiovascular disease and type 2 diabetes is the highest,up to 68.9%. BMI overweight or obesity,large waist circumference,smoking,dampness syndrome and exercise were the risk factors affecting the comorbidity of cardiovascular and cerebrovascular diseases and type 2 diabetes. A total of 264 cases of comorbidity group had finished evaluation of traditional Chinese medicine body constitutions. The proportion of balanced constitution was the highest (31.1%),followed by dampness-heat constitution (18.2%),yang-deficiency constitution (13.3%) and phlegm-dampness constitution (11.7%). Conclusion The incidence of the comorbidity of cardiovascular and cerebrovascular diseases and type 2 diabetes is high in Lingnan area,which may be related to dampness constitution,BMI overweight or obesity,large waist circumference,smoking,dampness syndrome and lack of exercise.
6.Exosomal miR-17-5p derived from epithelial cells is involved in aberrant epithelium-fibroblast crosstalk and induces the development of oral submucosal fibrosis
Xie CHANGQING ; Zhong LIANG ; Feng HUI ; Wang RIFU ; Shi YUXIN ; Lv YONGLIN ; Hu YANJIA ; Li JING ; Xiao DESHENG ; Liu SHUANG ; Chen QIANMING ; Tao YONGGUANG
International Journal of Oral Science 2024;16(4):671-684
Oral submucous fibrosis(OSF)is a chronic and inflammatory mucosal disease caused by betel quid chewing,which belongs to oral potentially malignant disorders.Abnormal fibroblast differentiation leading to disordered collagen metabolism is the core process underlying OSF development.The epithelium,which is the first line of defense against the external environment,can convert external signals into pathological signals and participate in the remodeling of the fibrotic microenvironment.However,the specific mechanisms by which the epithelium drives fibroblast differentiation remain unclear.In this study,we found that Arecoline-exposed epithelium communicated with the fibrotic microenvironment by secreting exosomes.MiR-17-5p was encapsulated in epithelial cell-derived exosomes and absorbed by fibroblasts,where it promoted cell secretion,contraction,migration and fibrogenic marker(α-SMA and collagen type I)expression.The underlying molecular mechanism involved miR-17-5p targeting Smad7 and suppressing the degradation of TGF-β receptor 1(TGFBR1)through the E3 ubiquitination ligase WWP1,thus facilitating downstream TGF-β pathway signaling.Treatment of fibroblasts with an inhibitor of miR-17-5p reversed the contraction and migration phenotypes induced by epithelial-derived exosomes.Exosomal miR-17-5p was confirmed to function as a key regulator of the phenotypic transformation of fibroblasts.In conclusion,we demonstrated that Arecoline triggers aberrant epithelium-fibroblast crosstalk and identified that epithelial cell-derived miR-17-5p mediates fibroblast differentiation through the classical TGF-β fibrotic pathway,which provided a new perspective and strategy for the diagnosis and treatment of OSF.
7.Exosomal miR-17-5p derived from epithelial cells is involved in aberrant epithelium-fibroblast crosstalk and induces the development of oral submucosal fibrosis
Xie CHANGQING ; Zhong LIANG ; Feng HUI ; Wang RIFU ; Shi YUXIN ; Lv YONGLIN ; Hu YANJIA ; Li JING ; Xiao DESHENG ; Liu SHUANG ; Chen QIANMING ; Tao YONGGUANG
International Journal of Oral Science 2024;16(4):671-684
Oral submucous fibrosis(OSF)is a chronic and inflammatory mucosal disease caused by betel quid chewing,which belongs to oral potentially malignant disorders.Abnormal fibroblast differentiation leading to disordered collagen metabolism is the core process underlying OSF development.The epithelium,which is the first line of defense against the external environment,can convert external signals into pathological signals and participate in the remodeling of the fibrotic microenvironment.However,the specific mechanisms by which the epithelium drives fibroblast differentiation remain unclear.In this study,we found that Arecoline-exposed epithelium communicated with the fibrotic microenvironment by secreting exosomes.MiR-17-5p was encapsulated in epithelial cell-derived exosomes and absorbed by fibroblasts,where it promoted cell secretion,contraction,migration and fibrogenic marker(α-SMA and collagen type I)expression.The underlying molecular mechanism involved miR-17-5p targeting Smad7 and suppressing the degradation of TGF-β receptor 1(TGFBR1)through the E3 ubiquitination ligase WWP1,thus facilitating downstream TGF-β pathway signaling.Treatment of fibroblasts with an inhibitor of miR-17-5p reversed the contraction and migration phenotypes induced by epithelial-derived exosomes.Exosomal miR-17-5p was confirmed to function as a key regulator of the phenotypic transformation of fibroblasts.In conclusion,we demonstrated that Arecoline triggers aberrant epithelium-fibroblast crosstalk and identified that epithelial cell-derived miR-17-5p mediates fibroblast differentiation through the classical TGF-β fibrotic pathway,which provided a new perspective and strategy for the diagnosis and treatment of OSF.
8.Multi-section ultrasonic diagnosis and classification of congenital clubfoot
Panpan HE ; Chaohua WANG ; Yingmei DONG ; Po YANG ; Hezhou LI ; Bing XIA ; Quanhua LI ; Yanjia WANG ; Xinghe ZHANG ; Chengxu DU
Chinese Journal of Ultrasonography 2023;32(2):156-160
Objective:To evaluate and analyze the ultrasonic findings of idiopathic clubfoot and positional clubfoot deformities.Methods:Forty-nine newborn babies with congenital clubfoot were examined in the Department of Ultrasound of the Third Affiliated Hospital of Zhengzhou University from December 2020 to January 2022, Including 21 newborn babies(32 feet) with idiopathic clubfoot, and 28 babies(53 feet) with positional clubfoot. Twenty-two normal infants in the same period and the normal feet of the single clubfoot were selected as control group. The distance between medial malleolus and scaphoids of all feet were measured by ultrasound. The distance from the tangent line of the lateral edge of calcaneus to the midpoint of the lateral edge of the chondroid bone, medial soft tissue thickness and tibial calcaneal angle were measured by ultrasound. The data of idiopathic clubfoot group, positional clubfoot group and control group were statistically analyzed.Results:A total of 71 newborn babies with 142 feet were evaluated.The idiopathic clubfoot group had born and joint changes in the medial, lateral and posterior side, and the differences were statistically significant compared with the control group (all P<0.05). Compared with the control group, there were statistically significant differences in the medial and lateral side of the positional group(all P<0.05). But no significant changes in the posterior side( P>0.05). There were significant differences between medial and posterior side of idiopathic and positional clubfoot group (all P<0.05), but no significant differences in lateral side ( P>0.05). Conclusions:Ultrasonography can clearly display the tarsus bones in clubfoot, and observe the deformity changes of the idiopathic clubfoot and positional clubfoot.
9.Analysis of genetic variant in a case of sporadic neurofibromatosis type I with alopecia areata and vitiligo.
Yuli ZHANG ; Bin WANG ; Yexian LI ; Yanjia LI ; Guoqiang ZHANG
Chinese Journal of Medical Genetics 2021;38(11):1120-1122
OBJECTIVE:
To explore the genetic basis for a patient with clinically suspected neurofibromatosis type I, alopecia areata and vitiligo.
METHODS:
Variant of the NF1 gene was detected by chip capture and high-throughput sequencing. Candidate variant was verified by Sanger sequencing of the family trio.
RESULTS:
The patient was found to harbor a novel missense c.1885G>A (p.Gly629Arg) variant of the NF1 gene, for which neither parent was carrier. The variant was not recorded in the public database. Based on the guidelines for genetic variation of the American College of Medical Genetics and Genomics, the c.1885G>A missense variant was predicted to be pathogenic (PS1+PS2+PM2+PP3+PP4).
CONCLUSION
The c.1885G>A missense variant probably underlay the disease in this child. Above finding has enriched the spectrum of the NF1 gene variants.
Alopecia Areata/genetics*
;
Child
;
Genomics
;
Humans
;
Mutation
;
Neurofibromatosis 1/genetics*
;
Vitiligo/genetics*
10.Construction of MicroRNA-29b Overexpression Lentiviral Vector and Study on Its Biological Characteristics
Wenwen LI ; Yanjia QU ; Junhua XIAO ; Kai LI ; Yuxun ZHOU
Progress in Modern Biomedicine 2017;17(25):4807-4811,4806
Objective:To construct a lentiviral vector overexpression of micrRNA-29b and investigate the biological characteristics in mouse neuronal cell lines GT1-7.Methods:We chemically synthesized two oligonucleotide single-stranded,complete the comple-mentary by bridging extension into DNA double-stranded to form miR-29b precursor structure.The restriction enzyme digested vector plasmid FUGW was ligated to the precursor structure ofmiR-29b by homologous recombination to construct the corresponding lentiviral vector of microRNA-29b overexpression,and the stable cells were obtained in the mouse neuronal cell line GT1-7 by bleomycin drag screening.RT-PCR was used to detect the expression level of related genes at mRNA transcription level,Results:The recombinant lentiviral expression plasmid f-F-miR-29b was successfully constructed,and the expression level was about 30 times higher than that of the control group.The expressions of DCX,Vdac1 and pten were inhibited,have no changes in sex developmental related genes LH-β,kiss-l,Inshulin,IGF-I,GPR54,GnRH and leptin-R.Conclusion:Using the method of lentivirus screening,the microRNA-29b overexpressing stably transformed cells was successfully obtained in mouse neuron GT1-7 cells,which laid a foundation for the study of biological characteristics ofmicroRNA-29b.

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