1.Radiomic signature based on bi-parametric MRI predicting International Society of Urological Pathology grading in prostate cancer
Yongsheng ZHANG ; Yujie GE ; Zhiping LI ; Hua QU ; Chen GAO ; Feng CUI ; Mingtao CHEN ; Maosheng XU
Journal of Practical Radiology 2023;39(12):1995-2000
Objective To investigate the predictive value of preoperative bi-parametric MRI radiomics for the International Society of Urological Pathology(ISUP)grading of prostate cancer(PCa).Methods One hundred and sixty-five patients with PCa confirmed by pathology were analyzed retrospectively.According to the ISUP grading system,PCa patients were divided into five subgroups:G1 group(Gleason score=6),G2 group(Gleason score=3+4),G3 group(Gleason score=4+3),G4 group(Gleason score=8)and G5 group(Gleason score=9 or 10).A total of 3 948 radiomics features were extracted from T2WI,diffusion weighted imaging(DWI),and apparent diffusion coefficient(ADC)images of each patient.Patients were classified into two categories based on Gleason score≥4+3 or ≤3+4.A radiomics signature(Rad-score)was constructed after reduction of dimension by the minimum redundancy maximum relevance(mRMR)and the least absolute shrinkage and selection operator(LASSO).The Spearman rank correlation test was used to evaluate the correlation between Rad-score and ISUP grading groups.The Kruskal-Wallis test was used to compare the difference of Rad-score among the five groups.Results Eleven most valuable features were selected as the Rad-score after reducing the dimension by mRMR and LASSO algorithm.Moderate correlation existed between Rad-score and ISUP grading(r=0.53,P<0.05).There were significant differences in Rad-score between G1 and G2 groups and G3,G4 and G5 groups(P<0.05),no significant difference existed between the remained two groups(P>0.05).The area under the curve(AUC)of receiver operating characteristic(ROC)curve for Rad-score were 0.827,0.762,0.563,0.657,0.698 for G1,G2,G3,G4 and G5 groups,respectively.Conclusion The radiomics based on bi-parametric MRI can be used to predict grade 1,2 PCa patients in the ISUP grading system.
2.Disease burden and prediction of attention deficit hyperactivity disorder in Chinese children and adolescents from 1990 to 2019
YANG Xiaolei*, LI Hongjie, DUO Yongsheng, GE Jie, ZHANG Yan, SUN Huixin
Chinese Journal of School Health 2023;44(7):1107-1111
Objective:
To analyze the disease burden and trend of attention deficit hyperactivity disorder (ADHD) in China from 1990 to 2019, so as to provide the basic theoretical basis for the health administrative departments to formulate policies.
Methods:
Using the 2019 Global Burden of Disease Database, the incidence, prevalence and disability adjusted life year (DALY) rates of ADHD were analyzed for both sex and different age groups, and the trends of ADHD were predicted.
Results:
In 2019, the incidence, prevalence and DALY rate of ADHD in China were 70.41/100 000, 1 546.15/100 000 and 18.87/100 000 respectively. Compared with 1990, the rates decreased by 27.30%, 25.35% and 55.80% respectively, and these rates of females were lower than those of males. In 2019, the incidence rate of ADHD was the highest in the age group 5-9 years old (837.76/100 000), while the highest prevalence and DALY rates were found in ages groups of 10-14 years old (5 740.47/100 000 and 70.49/100 000). The results of the Joinpoint regression model showed that the incidence, prevalence and DALY rate had a downward trend from 1990 to 2019. The AAPC was -1.35%, -1.16% and -1.16%, respectively, with a statistically significant difference ( P <0.05). The prediction results of grey prediction model GM (1,1) indicated that the incidence and prevalence rate of ADHD in China would decline from 2020 to 2030.
Conclusion
The burden of ADHD in China showed a decreasing trend from 1990 to 2019, indicating that the prevention and treatment effect of ADHD in children and adolescents of China was effective. China should take active preventive measures to reduce the burden of ADHD in children and adolescents.
3. Influential factors for failure of enhanced recovery after surgery from hepatectomy for hepatocellular carcinoma and the establishment of risk prediction model
Rundong WANG ; Weidong JIA ; Yongsheng GE ; Jinliang MA ; Geliang XU
Chinese Journal of Surgery 2018;56(9):693-700
Objective:
To investigate the influential factors for failure of enhanced recovery after surgery(ERAS) from hepatectomy for hepatocellular carcinoma(HCC) patients and then to establish a risk prediction model.
Methods:
The relevant clinical data of 180 patients with HCC undergoing hepatectomy at Department of Hepatic Surgery, Affiliated Provincial Hospital, Anhui Medical University from January 2016 to June 2017 were analyzed retrospectively.There were 149 male patients and 31 female patients aging of (56.5±11.0)years(from 33 to 84 years old). The factors affecting postoperative failure of ERAS of HCC patients were identified by univariate and multivariate analyses, and then, all the obtained factors and their statistical values were used to establish the risk prediction model.
Results:
A total of 23 patients failed in the ERAS protocol(12.8%). The preoperative total bilirubin (TBIL), alanine aminotransferase(ALT) and amount of intraoperative bleeding were independent risk factors for failure of ERAS from hepatectomy(all
4.Effect of down-regulation of IKs repolarization-reserve on ventricular arrhythmogenesis in a guinea pig model of cardiac hypertrophy
Hegui WANG ; Ting HUANG ; Zheng WANG ; Nannan GE ; Yongsheng KE
Journal of Central South University(Medical Sciences) 2018;43(4):428-433
Objective:To observe the changes of rapidly activated delayed rectifier potassium channel (IKs) and slowly activated delayed rectifier potassium channel (IKs) in cardiac hypertrophy and to evaluate the effects of IKs and IKs blocker on the incidence ofventricular arrhythmias in guinea pigs with left ventricular hypertrophy (LVH).Methods:Guinea pigs were divided into a sham operation group and a left ventricular hypertrophy (LVH) group.LVH model was prepared.Whole cell patch-clamp technique was used to record IKr and IKs tail currents in a guinea pig model with LVH.The changes of QTc and the incidence rate of ventricular arrhythmias in LVH guinea pigs were observed by using the IKr and IKs blockers.Results:Compared with cardiac cells in the control group,the interventricular septal thickness at end systole (IVSs),left ventricular posterior wall thickness at end systole (LVPWs),QTc interval and cell capacitance in guinea pigs with LVH were significantly increased (P<0.05);while IKs densities were significantly reduced [+60 mV:(0.36±0.03) pA/pF vs (0.58±0.05) pA/pF,P<0.01].However,LVH exerted no significant effect on IKr densities.IKr blocker markedly prolonged the QTc interval (P<0.01) and increased the incidence of ventricular arrhythmias in guinea pigs with LVH compared with the control guinea pigs.In contrast,IKs blocker produced modest increase in QTc interval in guinea pigs of control group with no increase in LVH animals.IKs blocker did not induce ventricular arrhythmias incidence in either control or LVH animals.Conclusion:The cardiac hypertrophy-induced arrhythmogenesis is due to the down-regulation of IKs.
5.Effects of Suspension Training and Chiropractic on Degenerative Lumbar Spondylolisthesis
Yuanmian YAO ; Yongsheng ZHOU ; Xiangbin NIE ; Huazhong YANG ; Jun GE ; Jing YAN
Chinese Journal of Rehabilitation Theory and Practice 2018;24(7):860-864
Objective To observe the effects of suspension training along with chiropractic on degenerative lumbar spondylolisthesis. Methods From June to December, 2016, 64 patients with degenerative lumbar spondylolisthesis were randomly divided into control group (n=32) and treatment group (n=32). The control group accepted McKenzie approach, lumbar traction and functional training, while the treatment group accepted suspension training and chiropractic, for 45 days. They were evaluated with Meyerding Rating, Visual Analogue Scale (VAS) of pain and Oswestry Disability Index (ODI) before and after treatment. Results The scores of Meyerding Rating, VAS and ODI improved in both groups after treatment (t>9.157, P<0.001), and improved more in the treatment group than in the control group (t>2.069, P<0.05). Conclusion Suspension training combining with chiropractic is safe and effective for degenerative lumbar spondylolisthesis.
6.Precise hepatectomy for hepatolithiasis
Hao CHEN ; Weidong JIA ; Yongsheng GE ; Jinliang MA ; Jihai YU ; Wenbin LIU ; Chuanhai ZHANG ; Geliang XU
Chinese Journal of Hepatic Surgery(Electronic Edition) 2018;7(1):21-24
Objective To evaluate the safety and efficacy of precise hepatectomy in treatment of hepatolithiasis. Methods Clinical data of 93 patients with hepatolithiasis who underwent hepatectomy in Anhui Provincial Hospital between January 2013 and January 2017 were analyzed retrospectively. The patients were divided into precise hepatectomy group (precise group, n=59) and conventional resection group (conventional group, n=34) according to different surgical procedures. There were 28 males and 31 females in precise group, with an average age of (56±5) years old. There were 18 males and 16 females in conventional group, with an average age of (56±4) years old. The informed consents of all patients were obtained and the local ethical committee approval was received. The operation time, intraoperative blood loss, postoperative length of stay, postoperative ALT, AST level between two groups were compared by t test or Kruskal-Wallis rank sum test. The incidence of postoperative complication was compared by Chi-square test. Results The operation time was (210±61) min in precise group, significantly longer than (157±60) min in conventional group (t=1.586, P<0.05). The intraoperative blood loss was (386±99) ml in precise group, significantly less than (518±153) ml in conventional group (t=-1.421, P<0.05). The median postoperative length of stay was 8(6-10) d in precise group, significantly shorter than 10(8-15) d in conventional group (Z=-2.018, P<0.05).The ALT and AST level at postoperative 1 d was respectively (214±87) and (368±106) U/L in precise group, significantly lower than (594±133) and (625±165) U/L in conventional group, (t=-3.395, -2.047; P<0.05). The incidence of postoperative complication was 8.5% (5/59) in precise group, significantly lower than 23.5%(8/34) in conventional group (χ2=4.066, P<0.05). Conclusions Compared with conventional hepatectomy, precise hepatectomy possesses advantages of smaller surgical trauma, less intraoperative blood loss and lower incidence of postoperative complication. It has better clinical application value.
7.Application value of three-dimensional visualization technique in precise hepatectomy for massive hepatocellular carcinoma
Weidong JIA ; Hao CHEN ; Yongsheng GE ; Jinliang MA ; Jihai YU ; Wenbin LIU ; Chuanhai ZHANG ; Geliang XU
Chinese Journal of Hepatic Surgery(Electronic Edition) 2018;7(1):35-39
Objective To evaluate the application of three-dimensional visualization technique in precise hepatectomy for patients with massive hepatocellular carcinoma (HCC). Methods 64 patients with massive HCC who underwent hepatectomy in Anhui Provincial Hospital Affiliated to Anhui Medical University between January 2014 and January 2016 were enrolled in this prospective study. The informed consents of all patients were obtained and the local ethical committee approval was received. According to the will of patients and their families, these patients were divided into precise group and conventional group. There were 34 cases in precise group, including 28 males and 6 females, with an average age of (54±6) years old. There were 30 cases in conventional group, including 26 males and 4 females, with an average age of(56±7) years old. In precise group, liver volume, tumor location and size and relation with the adjacent vessels were assessed precisely, and surgical protocol was planned and simulated using CT three-dimensional visualization technique before operation. Precise hepatectomy was performed using cavitron ultrasound surgical aspirator (CUSA) or ultrasonic scalpel with the guidance of color Doppler ultrasound. Patients were treated according to the concept of enhanced recovery after surgery after operation. Patients in conventional group received routine CT or MRI before operation, liver resection with clamping method was performed and the porta hepatis was occluded using Pringle maneuver during the operation. Patients received routine nursing and rehabilitation treatments after operation. Intraoperative situation and postoperative liver function of patients between both groups were compared by t test, and the rates were compared by Chi-square test. Results The median length of operation was 229(57-352) min in precise group, significantly more than 138(61-282) min in conventional group (Z=1.752, P<0.05). The postoperative 1 d ALT and AST was respectively 425(24-1 299) and 390(15-1 484) U/L in precise group, significantly lower than 574(42-3 533) and 670(76-3 795) U/L in conventional group (Z=-2.099, -2.677; P<0.05). The postoperative length of hospital stay was 6.2(3.0-19.0) d in precise group, significantly less than 9.5(5.0-30.0) d in conventional group (Z=-2.387, P<0.05). Postoperative complications occurred in 3 patients in precise group and 9 patients in conventional group, where significant difference was observed (χ2=4.691, P<0.05). No death case was observed in precise group, while 1 case died of postoperative liver failure in conventional group. Conclusions Compared with conventional liver resection, three-dimensional visualization technique can be used in precise hepatectomy for patients with massive HCC. It has the advantages of less trauma, higher safety and faster postoperative recovery.
8.A novel tissue-engineered bone constructed by using human adipose-derived stem cells and biomimetic calcium phosphate scaffold coprecipitated with bone morphogenetic protein-2
Weiran JIANG ; Xiao ZHANG ; Yunsong LIU ; Gang WU ; Yanjun GE ; Yongsheng ZHOU
Journal of Peking University(Health Sciences) 2017;49(1):6-15
Objective:To construct a novel biomimetic calcium phosphate (BioCaP) scaffold loaded with bone morphogenetic protein-2 (BMP-2),and to investigate its role in the osteogenesis of human adipose-derived stem cells (hASCs) in vitro and in vivo.Methods:The BioCaP scaffold coprecipitated with BMP-2 (BMP-2-BioCaP) was constructed in this study.Field emission scanning electron microscopy (SEM) was used to analyze the morphology of the surfaces.The release kinetics was measured to evaluate the slow-release characteristics in vitro.BMP-2-BioCaP was immersed in proliferation medium (PM) or osteogenic medium (OM),respectively.The supernatants were collected and used to culture hASCs in vitro.Cell numbers were determined using the cell-counting kit-8 (CCK-8) to assess the cell proliferation.After 7 and 14 days,alkaline phosphatase (ALP) staining and quantification were performed to test the activity of ALP.After 14 and 21 days,the calcification deposition was determined by alizarin red S (ARS) staining and quantification.The expressions of the osteoblast-related genes were tested on day 4 and day 14.In the in vivo study,6 nude mice were used and implanted subcutaneously into the back of the nude mice for 4 groups:(1) BioCaP scaffold only,(2) BioCaP scaffold + hASCs,(3) BMP-2-BioCaP scaffold,(4) BMP-2-BioCaP scaffold + hASCs (test group).After 4 weeks of implantation,hematoxylin-eosin (HE) staining was performed to evaluate the in vivo osteogenesis of hASCs.Results:SEM observations showed that BioCaP and BMP-2-BioCaP scaffold were entirely composed of straight,plate-like and sharp-edged crystal units,and the length of the crystal units varied between 5 and 10 μm.Release kinetics analysis demonstrated that BMP-2 incorporated with BioCaP could be released at certain concentration and last for more than 21 days,and the accumulative protein release could reach 20%.CCK-8 assays showed that cell proliferation was not significantly affected by BMP-2BioCaP.ALP activity was higher by the induction of OM + BMP-2-BioCaP than of the other groups (P <0.01).More mineralization deposition and more expressions of osteoblast-related genes such as Runt-related transcription factor 2 (RUNX2),ALP,osteopontin (OPN) and osteocalcin (OC) were determined in the OM + BMP-2-BioCaP group at different time points (P <0.01).HE staining showed that,in the test group and BMP-2-BioCaP scaffold group,the extracellular matrix (ECM) with eosinophilic staining were observed around hASCs,and newly-formed bone-like tissues could be found in ECM around the scaffold materials.Moreover,compared with the BMP-2-BioCaP scaffold group,more bone-like tissues could be observed in ECM with typical structure of bone tissue in the test groups.No obvious positive results were found in the other groups.Conclusion:BMP-2-BioCaP scaffold could achieve slow-release of BMP-2 and promote the osteogenic differentiation of hASCs in vitro and in vivo.The novel tissue-engineered bone composed of hASCs and BMP-2-BioCaPis promising for the repair of bone defect.
9.Understanding of Clinical Application of Modified Xiaochaihu Decoction in Artificial Total Knee Arthroplasty
Weitao GE ; Zhenzhu LIU ; Yongsheng SUN ; Yun GAO
Chinese Journal of Information on Traditional Chinese Medicine 2017;24(8):111-112
Xiaochaihu Decoction comes from Shang Han Lun, which is a main formula for Shaoyang diseases. According to the principle of prescriptions corresponding to syndromes, the clinical application of modified Xiaochaihu Decoction for the treatment of swelling, pain, nausea, vomiting, bloating, and constipation after artificial total knee arthroplasty can achieve good efficacy.
10.Establishing a luciferase reporter system to evaluate osteogenic differentiation poten-tial of human adipose-derived stem cells
Wenshu GE ; Yiman TANG ; Xiao ZHANG ; Yunsong LIU ; Yongsheng ZHOU
Journal of Peking University(Health Sciences) 2016;48(1):170-174
Objective:Human adipose-derived stem cells (hASCs)are a highly attractive source in bone tissue engineering.To generate a luciferase reporter system that could be used to quantitatively and rapidly examine osteogenic differentiation potential of human adipose-derived stem cells (hASCs ) in vitro,and eventually make it possible to monitor the osteogenic differentiation of transplanted cells in vi-vo.Methods:The genomic DNA harboring promotor regions of osteocalcin and DNA sequences encoding luciferase genes were amplified by PCR and cloned into the pLVX-pTRE-puro vector to generate the OCpro-Luc-Puro construct.Then,the OCpro-Luc-Puro construct together with three assistant vectors:pM-DLg/pRRE,pRSV-REV,and pVSVG,were transiently transfected into HEK293T cells followed by viral supernatants collection,filtration and concentration.Next,the hASCs stably expressing luciferase repor-ter gene driven by osteocalcin promotor were created with the lentivirus carrying OCpro-Luc-Puro cassette under puromycin selection.The OCpro-Luc-hASCs were then cultured in the absence or presence of osteo-genic differentiation medium.On the 7th and 1 4th days,after osteogenic induction,cellular extracts were collected and analyzed by luciferase reporter assay.Meanwhile,alizarin red staining and quantification as well as quantitative reverse transcription PCR (qRT-PCR)analysis of osteogenic associated genes osteo-calcin (OC),runt-related transcription factor 2 (Runx2)and alkaline phosphatase (ALP)were used to assess the osteogenic differentiation ability of OCpro-Luc-hASCs.Results:OCpro-Luc-Puro plasmid and OCpro-Luc-hASCs were successfully generated.On the 7th and 1 4th days after osteogenic induction,the luciferase activity of the cellular extracts from OCpro-Luc-hASCs was dramatically increased.Consistently, the extracellular matrix mineralization,as shown by Alizarin red S (ARS)staining and quantification was also markedly intensified and a marked increase of the mRNA expression levels of OC,Runx2 and ALP, although to variable extent,was observed upon osteogenic differentiation.These results indicated that the observations from traditional experiments examining hASCs osteogenic differentiation were largely in agreement with that of our luciferase reporter assay in OCpro-Luc-hASCs.Conclusion:We established a luciferase reporter system that could be used to rapidly,quantitatively and specifically determine osteo-genic differentiation ability of hASCs.Comparing with the traditional time-consuming methods,the system we generated here was highly effective.This system not only can be used to examine ostogenic differentia-tion of hASCs in a high throughput manner,but also provides a way to monitor ostogenic differentiation of cells in vivo.


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