1.Hepatocellular carcinoma prediction model performance decreases with long-term antiviral therapy in chronic hepatitis B patients
Xiaoning WU ; Xiaoqian XU ; Jialing ZHOU ; YaMeng SUN ; Huiguo DING ; Wen XIE ; Guofeng CHEN ; Anlin MA ; HongXin PIAO ; Bingqiong WANG ; Shuyan CHEN ; Tongtong MENG ; Xiaojuan OU ; Hwai-I YANG ; Jidong JIA ; Yuanyuan KONG ; Hong YOU
Clinical and Molecular Hepatology 2023;29(3):747-762
Background/Aims:
Existing hepatocellular carcinoma (HCC) prediction models are derived mainly from pretreatment or early on-treatment parameters. We reassessed the dynamic changes in the performance of 17 HCC models in patients with chronic hepatitis B (CHB) during long-term antiviral therapy (AVT).
Methods:
Among 987 CHB patients administered long-term entecavir therapy, 660 patients had 8 years of follow-up data. Model scores were calculated using on-treatment values at 2.5, 3, 3.5, 4, 4.5, and 5 years of AVT to predict threeyear HCC occurrence. Model performance was assessed with the area under the receiver operating curve (AUROC). The original model cutoffs to distinguish different levels of HCC risk were evaluated by the log-rank test.
Results:
The AUROCs of the 17 HCC models varied from 0.51 to 0.78 when using on-treatment scores from years 2.5 to 5. Models with a cirrhosis variable showed numerically higher AUROCs (pooled at 0.65–0.73 for treated, untreated, or mixed treatment models) than models without (treated or mixed models: 0.61–0.68; untreated models: 0.51–0.59). Stratification into low, intermediate, and high-risk levels using the original cutoff values could no longer reflect the true HCC incidence using scores after 3.5 years of AVT for models without cirrhosis and after 4 years of AVT for models with cirrhosis.
Conclusions
The performance of existing HCC prediction models, especially models without the cirrhosis variable, decreased in CHB patients on long-term AVT. The optimization of existing models or the development of novel models for better HCC prediction during long-term AVT is warranted.
2.A cross-sectional study on the prevalence rate and influencing factors of non-alcoholic fatty liver disease in overweight/obese children.
Wen DAI ; Zhen-Zhen YAO ; Si-Si OU-YANG ; Ning-An XU ; Hai-Xiang ZHOU ; Xiong-Wei LI ; Yan ZHONG ; Jia-You LUO
Chinese Journal of Contemporary Pediatrics 2023;25(5):448-456
OBJECTIVES:
To investigate the prevalence rate of non-alcoholic fatty liver disease (NAFLD) in overweight/obese children who visit a hospital, and to explore the influencing factors of NAFLD, in order to provide a basis for the prevention of NAFLD in overweight/obese children.
METHODS:
Overweight/obese children who visited Hunan Children's Hospital from June 2019 to September 2021 were recruited. The prevalence rate of NAFLD was examined. Logistic regression analysis was used to explore the factors influencing the development of NAFLD [non-alcoholic fatty liver (NAFL) and non-alcoholic steatohepatitis (NASH)]. Receiver operating characteristic curve analysis was used to evaluate the predictive value of the influencing factors for NAFL and NASH.
RESULTS:
A total of 844 overweight/obese children aged 6-17 years were enrolled. The prevalence rate of NAFLD in overweight/obese children was 38.2% (322/844), among which the prevalence rates of NAFL and NASH were 28.8% (243/844) and 9.4% (79/844), respectively. Multivariate logistic regression analysis showed that the increase of waist-to-hip ratio (WHR) and low high-density lipoprotein cholesterol (HDL-C) were associated with the development of NAFL and NASH (P<0.05). The receiver operating characteristic curve analysis showed that the combined measurement of WHR and HDL-C had a predictive value for NAFL (area under the curve: 0.653, 95%CI: 0.613-0.694), and for NASH (area under the curve: 0.771, 95%CI: 0.723-0.819).
CONCLUSIONS
The prevalence rate of NAFLD in overweight/obese children who visit a hospital is high. WHR and HDL-C are associated with the development of NAFLD and the combined measurement of WHR and HDL-C has a certain value for predicating the development of NAFLD.
Child
;
Humans
;
Cholesterol, HDL
;
Cross-Sectional Studies
;
Non-alcoholic Fatty Liver Disease/complications*
;
Overweight/complications*
;
Pediatric Obesity/epidemiology*
;
Prevalence
;
Adolescent
3.scRNA-seq reveals that origin recognition complex subunit 6 regulates mouse spermatogonial cell proliferation and apoptosis via activation of Wnt/β-catenin signaling.
Shi-Wei LIU ; Jia-Qiang LUO ; Liang-Yu ZHAO ; Ning-Jing OU ; CHAO-YANG ; Yu-Xiang ZHANG ; Hao-Wei BAI ; Hong-Fang SUN ; Jian-Xiong ZHANG ; Chen-Cheng YAO ; Peng LI ; Ru-Hui TIAN ; Zheng LI ; Zi-Jue ZHU
Asian Journal of Andrology 2023;26(1):46-56
The regulation of spermatogonial proliferation and apoptosis is of great significance for maintaining spermatogenesis. The single-cell RNA sequencing (scRNA-seq) analysis of the testis was performed to identify genes upregulated in spermatogonia. Using scRNA-seq analysis, we identified the spermatogonia upregulated gene origin recognition complex subunit 6 (Orc6), which is involved in DNA replication and cell cycle regulation; its protein expression in the human and mouse testis was detected by western blot and immunofluorescence. To explore the potential function of Orc6 in spermatogonia, the C18-4 cell line was transfected with control or Orc6 siRNA. Subsequently, 5-ethynyl-2-deoxyuridine (EdU) and terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) assays, flow cytometry, and western blot were used to evaluate its effects on proliferation and apoptosis. It was revealed that ORC6 could promote proliferation and inhibit apoptosis of C18-4 cells. Bulk RNA sequencing and bioinformatics analysis indicated that Orc6 was involved in the activation of wingless/integrated (Wnt)/ β-catenin signaling. Western blot revealed that the expression of β-catenin protein and its phosphorylation (Ser675) were significantly decreased when silencing the expression of ORC6. Our findings indicated that Orc6 was upregulated in spermatogonia, whereby it regulated proliferation and apoptosis by activating Wnt/β-catenin signaling.
4.Analysis of clinical phenotype and genotype of Chinese children with disorders of sex development.
Hu LIN ; Hao YANG ; Jun Fen FU ; Jin Na YUAN ; Ke HUANG ; Wei WU ; Guan Ping DONG ; Hong Juan TIAN ; De Hua WU ; Da Xing TANG ; Ding Wen WU ; Li Ying SUN ; Ya Lei PI ; Li Jun LIU ; Li Ping SHI ; Wei GU ; Lu Gang HUANG ; Yi Hua WANG ; Lin Qi CHEN ; Hong Ying LI ; Yang YU ; Hai Yan WEI ; Xin Ran CHENG ; Xiao Ou SHAN ; Yu LIU ; Xu XU ; Shu LIU ; Xiao Ping LUO ; Yan Feng XIAO ; Yu YANG ; Gui Mei LI ; Mei FENG ; Xiu Qi MA ; Dao Xiang PAN ; Jia Yan TANG ; Rui Min CHEN ; Mireguli MAIMAITI ; De Yun LIU ; Xin Hai CUI ; Zhe SU ; Zhi Qiao DONG ; Li ZOU ; Yan Ling LIU ; Jin WU ; Kun Xia LI ; Yuan LI
Chinese Journal of Pediatrics 2022;60(5):435-441
Objective: To explore the heterogeneity and correlation of clinical phenotypes and genotypes in children with disorders of sex development (DSD). Methods: A retrospective study of 1 235 patients with clinically proposed DSD in 36 pediatric medical institutions across the country from January 2017 to May 2021. After capturing 277 DSD-related candidate genes, second-generation sequencing was performed to analyzed the heterogeneity and correlation combined with clinical phenotypes. Results: Among 1 235 children with clinically proposed DSD, 980 were males and 255 were females of social gender at the time of initial diagnosis with the age ranged from 1 day of age to 17.92 years. A total of 443 children with pathogenic variants were detected through molecular genetic studies, with a positive detection rate of 35.9%. The most common clinical phenotypes were micropenis (455 cases), hypospadias (321 cases), and cryptorchidism (172 cases) and common mutations detected were in SRD5A2 gene (80 cases), AR gene (53 cases) and CYP21A2 gene (44 cases). Among them, the SRD5A2 mutation is the most common in children with simple micropenis and simple hypospadias, while the AMH mutation is the most common in children with simple cryptorchidism. Conclusions: The SRD5A2 mutation is the most common genetic variant in Chinese children with DSD, and micropenis, cryptorchidism, and hypospadias are the most common clinical phenotypes. Molecular diagnosis can provide clues about the biological basis of DSD, and can also guide clinicians to perform specific clinical examinations. Target sequence capture probes and next-generation sequencing technology can provide effective and economical genetic diagnosis for children with DSD.
3-Oxo-5-alpha-Steroid 4-Dehydrogenase/genetics*
;
Child
;
China/epidemiology*
;
Cryptorchidism/genetics*
;
Disorders of Sex Development/genetics*
;
Female
;
Genital Diseases, Male
;
Genotype
;
Humans
;
Hypospadias/genetics*
;
Male
;
Membrane Proteins/genetics*
;
Penis/abnormalities*
;
Phenotype
;
Retrospective Studies
;
Steroid 21-Hydroxylase/genetics*
5.Perinatal management and genetic testing and for a puerperant affected with ATP7B gene variation in Wilson disease
Yi SONG ; Yan LONG ; Siyu JIA ; Wei ZHANG ; Peng LI ; Jian HUANG ; Xiaojuan OU ; Hua YANG
Clinical Medicine of China 2022;38(5):401-405
Objective:To explore the perinatal management of patients with WD during pregnancy, and to determine its genetic etiology and the possibility of fetal morbidity using the genetic detection of amniotic fluid and umbilical cord blood.Method:In terms of fine management during the perinatal period, a case of K-F ring was found in the Ophthalmology Department of Beijing Friendship Hospital, Capital Medical University in March 2019 due to eye astringency and eye swelling, and the hepatology department further diagnosed WD for one artificial abortion. After the second pregnancy in October 2020, multidisciplinary consultation and standardized treatment during pregnancy including gynecology and obstetrics, liver disease center, anesthesiology department, gastroenterology department and nutrition department were carried out. The genomes of patients' venous blood, amniotic fluid and umbilical cord blood were extracted and analyzed for ATP7B gene variation by Sanger sequencing.Result:Through multi-disciplinary collaborative management, the patient gave birth successfully in the case of pregnancy complicated with liver cirrhosis, portal hypertension, splenomegaly with hyperfunction, thrombocytopenia, anemia, esophageal and gastric varices and other complications. The phenotype of the newborn was normal, and the Apgar score was 10-10-10. Sequencing results showed that the patient had ATP7B p.Arg778Leu and p.Val890Met, which were missense heterozygous variants reported in the mutation database, and ACMG was classified as pathogenic variants. The results of amniotic fluid and umbilical cord blood showed that the fetus had only p.Arg778Leu single heterozygous variation, and it was predicted that there would be no clinical phenotype of WD.Conclusion:Perinatal multidisciplinary collaborative management has important protective significance for the successful pregnancy of patients with WD. Genetic screening of amniotic fluid and umbilical cord blood is conducive to early detection of fetal WD.
6.Construction and Application of YOLOv3-Based Diatom Identification Model of Scanning Electron Microscope Images.
Ji CHEN ; Xiao-Rong LIU ; Jia-Wen YANG ; Ye-Qiu CHEN ; Cheng WANG ; Meng-Yuan OU ; Jia-Yi WU ; You-Jia YU ; Kai LI ; Peng CHEN ; Feng CHEN
Journal of Forensic Medicine 2022;38(1):46-52
OBJECTIVES:
To construct a YOLOv3-based model for diatom identification in scanning electron microscope images, explore the application performance in practical cases and discuss the advantages of this model.
METHODS:
A total of 25 000 scanning electron microscopy images were collected at 1 500× as an initial image set, and input into the YOLOv3 network to train the identification model after experts' annotation and image processing. Diatom scanning electron microscopy images of lung, liver and kidney tissues taken from 8 drowning cases were identified by this model under the threshold of 0.4, 0.6 and 0.8 respectively, and were also identified by experts manually. The application performance of this model was evaluated through the recognition speed, recall rate and precision rate.
RESULTS:
The mean average precision of the model in the validation set and test set was 94.8% and 94.3%, respectively, and the average recall rate was 81.2% and 81.5%, respectively. The recognition speed of the model is more than 9 times faster than that of manual recognition. Under the threshold of 0.4, the mean recall rate and precision rate of diatoms in lung tissues were 89.6% and 87.8%, respectively. The overall recall rate in liver and kidney tissues was 100% and the precision rate was less than 5%. As the threshold increased, the recall rate in all tissues decreased and the precision rate increased. The F1 score of the model in lung tissues decreased with the increase of threshold, while the F1 score in liver and kidney tissues with the increase of threshold.
CONCLUSIONS
The YOLOv3-based diatom electron microscope images automatic identification model works at a rapid speed and shows high recall rates in all tissues and high precision rates in lung tissues under an appropriate threshold. The identification model greatly reduces the workload of manual recognition, and has a good application prospect.
Diatoms
;
Drowning/diagnosis*
;
Humans
;
Liver/diagnostic imaging*
;
Lung/diagnostic imaging*
;
Microscopy, Electron, Scanning
7.The Association of Socioeconomic Status with the Burden of Cataract-related Blindness and the Effect of Ultraviolet Radiation Exposure: An Ecological Study.
Yan DENG ; Dan YANG ; Jia Ming YU ; Jing Xian XU ; Hui HUA ; Ren Tong CHEN ; Nan WANG ; Feng Rong OU ; Ru Xi LIU ; Bo WU ; Yang LIU
Biomedical and Environmental Sciences 2021;34(2):101-109
Objective:
To assess the association of socioeconomic status with the burden of cataract blindness in terms of year lived with disability (YLD) rates and to determine whether ultraviolet radiation (UVR) levels modify the effect of socioeconomic status on this health burden.
Methods:
National and subnational age-standardized YLD rates associated with cataract-related blindness were derived from the Global Burden of Disease (GBD) study 2017. The human development index (HDI) from the Human Development Report was used as a measure of socioeconomic status. Estimated ground-level UVR exposure was obtained from the Ozone Monitoring Instrument (OMI) dataset of the National Aeronautics and Space Administration (NASA).
Results:
Across 185 countries, socioeconomic status was inversely associated with the burden of cataract blindness. Countries with a very high HDI had an 84% lower age-standardized YLD rate [95% confidence interval (
Conclusion
Long-term high-UVR exposure amplifies the association of poor socioeconomic status with the burden of cataract-related blindness. The findings emphasize the need for strengthening UVR exposure protection interventions in developing countries with high-UVR exposure.
Blindness/etiology*
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Cataract/etiology*
;
Female
;
Global Burden of Disease/statistics & numerical data*
;
Humans
;
Male
;
Quality-Adjusted Life Years
;
Social Class
;
Socioeconomic Factors
;
Ultraviolet Rays/adverse effects*
8.Does Percutaneous Coronary Intervention on Off Days have an Effect on Long-term Prognosis in Patients with Coronary Artery Disease in China?
Ru LIU ; Li Jian GAO ; Ou XU ; Ce ZHANG ; Si Da JIA ; Shu Bin QIAO ; Yue Jin YANG ; Run Lin GAO ; Bo XU ; Jin Qing YUAN
Biomedical and Environmental Sciences 2021;34(5):387-394
9.Risk factors for metabolic bone disease of prematurity in very/extremely low birth weight infants: a multicenter investigation in China.
Xiao-Ri HE ; Can LIANG ; Yuan-Qiang YU ; Pei-Jia WU ; Xiang-Hong CHEN ; Yu-Jun CHEN ; Cui-Qing LIU ; Xiang-Dong OU-YANG ; Ruo-Bing SHAN ; Wei-Wei PAN ; Yan-Mei CHANG ; Dan WANG ; Xiao-Yun ZHONG ; Kai-Ju LUO ; Yong-Hui YANG ; Qing-Yi DONG ; Jin-Tao HU ; Ming-Feng HE ; Xiao-Mei TONG ; Ping-Yang CHEN
Chinese Journal of Contemporary Pediatrics 2021;23(6):555-562
OBJECTIVE:
To investigate the incidence rate and risk factors for metabolic bone disease of prematurity (MBDP) in very low birth weight/extremely low birth weight (VLBW/ELBW) infants.
METHODS:
The medical data of 61 786 neonates from multiple centers of China between September 1, 2013 and August 31, 2016 were retrospectively investigated, including 504 VLBW/ELBW preterm infants who met the inclusion criteria. Among the 504 infants, 108 infants diagnosed with MBDP were enrolled as the MBDP group and the remaining 396 infants were enrolled as the non-MBDP group. The two groups were compared in terms of general information of mothers and preterm infants, major diseases during hospitalization, nutritional support strategies, and other treatment conditions. The multivariate logistic regression analysis was used to investigate the risk factors for MBDP.
RESULTS:
The incidence rate of MBDP was 19.4% (88/452) in VLBW preterm infants and 38.5% (20/52) in ELBW preterm infants. The incidence rate of MBDP was 21.7% in preterm infants with a gestational age of < 32 weeks and 45.5% in those with a gestational age of < 28 weeks. The univariate analysis showed that compared with the non-MBDP group, the MBDP group had significantly lower gestational age and birth weight, a significantly longer length of hospital stay, and a significantly higher incidence rate of extrauterine growth retardation (
CONCLUSIONS
A lower gestational age, hypocalcemia, extrauterine growth retardation at discharge, and neonatal sepsis may be associated an increased risk of MBDP in VLBW/ELBW preterm infants. It is necessary to strengthen perinatal healthcare, avoid premature delivery, improve the awareness of the prevention and treatment of MBDP among neonatal pediatricians, and adopt positive and reasonable nutrition strategies and comprehensive management measures for preterm infants.
Birth Weight
;
Bone Diseases, Metabolic/etiology*
;
China/epidemiology*
;
Female
;
Humans
;
Infant
;
Infant, Extremely Low Birth Weight
;
Infant, Newborn
;
Infant, Premature
;
Infant, Very Low Birth Weight
;
Pregnancy
;
Retrospective Studies
;
Risk Factors
10.The modified single incision robot-assisted laparoscopic radical prostatectomy: initial experience and clinical efficiency
Qian LYU ; Yi WEI ; Yaoqian WANG ; Yong OU ; Qiang WANG ; Hualin FENG ; Cheng LUO ; Yu NIE ; Shangqing REN ; Fang ZHOU ; Shida FAN ; Zhengjun CHEN ; Keyang JIA ; Yang LI ; Dong WANG
Chinese Journal of Urology 2021;42(11):830-833
Objective:To evaluate the feasibility and clinical efficiency of robot-assisted laparoscopic radical prostatectomy (RARP) via extraperitoneal PORT-free single incision approach.Methods:The data of 33 patients with prostate cancer underwent the extraperitoneal PORT-free single incision RARP from November 2020 to January 2021 in Sichuan Provincial People's Hospital was retrospectively reviewed. The average age was 66.7 (58-78) years, the median PSA was 20.77 (2.89, 56.44) ng/m, and the mean Gleason score was 7.0 (6.0-9.0). The mean prostate volume was 48.4 (25.0-220.0) ml. Clinical stage: 32 cases was in cT 2a-2cN 0M 0, 1 case in cT 3aN 0M 0. 16 cases had a history of operation. All 33 operations were performed by the same operator. All operations were performed by extraperitoneal PORT-free single-incision approach. The surgical condition, postoperative complication, pathology, and follow-up results were observed. Results:In this study, 33 operations were successfully completed without conversion to open or additional single hole channel instruments. The average operation time was 61.3 (38.0-120.0) min, with the mean intraoperative bleeding volume of 72.2 (45.0-220.0) ml and the mean bladder neck urethral anastomosis time of 11.7 (8.5-15.7) min. The mean postoperative hospital stay was 7.9 (6.0-15.0) d, the mean postoperative indwelling time of urinary catheter was 6.8 (6.0-14.0) d, and the mean postoperative evacuation time was 1.0 (0.5-3.0) d. The average incision length was 5.2 (4.6-5.8) cm. There was no obvious complications. The postoperative pathological stage: 21 cases were in < pT 3a, 12 cases were in ≥ pT 3a, and 6 cases (18.8%) had positive resection margin. 29 cases (88.9%) acquired satisfactory urinary continence after operation, and the frequency of urinary pad use was ≤ 1 tablet/day. Conclusions:The extraperitoneal single-incision RARP surgical channel without PORT is safe and feasible with a satisfying cosmetic effect, which saves costs and requires less specific channel device. Simultaneously, the new approach has strong replicability, short-term tumor control and urinary control effect with rapid postoperative recovery. However, the sample size of this study is relatively small, which needs further research and demonstration

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