1.Current Status, Trends, and Opportunities in the Study of Computable Phenotypes for Rare Diseases
Jindong WU ; Qiaorui WEN ; Jian GUO ; Shengfeng WANG
JOURNAL OF RARE DISEASES 2026;5(1):90-99
Disease computable phenotype is a data model designed to identify specific clinical conditions or characteristics, which automatically extracts information from clinical databases such as electronic health records through algorithms. Phenotypic data for rare diseases often reside in unstructured text. Due to the scarcity of rare disease cases, atypical symptoms, and insufficient physician experience, misdiagnosis and underdiagnosis rates remain high. In this context, the application of computable phenotype technology holds promise for improving the accuracy and efficiency of rare disease diagnosis. This article reviews the current research status, challenges, and opportunities of computable phenotype technology in biomedicine, particularly in the field of rare diseases, and proposes a development and validation framework for rare disease computable phenotypes, aiming to provide research and development insights for computable phenotypes to empower the diagnosis and treatment of rare diseases.
2.Current Situation, Trend, and Opportunity of Applying Blockchain to the Supply Chain of Orphan Drugs
Wenyan LI ; Yile YOU ; Jindong WU ; Xinrui LI ; Yunyun JIANG ; Shengfeng WANG
JOURNAL OF RARE DISEASES 2025;4(1):14-21
The exploration and pilot studies of applying blockchain to drug supply chain show great potential in promoting information sharing, collaboration competence among the actors, regulatory efficiency, and etc. In the future, with the help of blockchain, the optimization of the entire supply chain for orphan drugs is expected to be realized. However, there is no such exploration in China at present. This paper systematically sorts out the whole process of supply chain for orphan drugs and the existing problems of the chain. The article concludes that at present, blockchain is mainly used in the " circulation" and " use" of the drug supply chain. It helps to improve the traceability of drugs, to cope with the problem of counterfeit drugs, to enable actors of the drug supply chain to form a collaborative network in optimizing resource allocation, and to improve the operation and supervision efficiency of the supply chain. In the future, the application faces challenges such as high costs in system conversion, lack of personnel awareness, and incomplete supporting systems. Based on the three dimensions of technology, practice, and research, this paper also looks into the future and suggests for the future use of blockchain in the supply chain of orphan drugs by constructing a practice model, the so called DI-GIVE (Digital, Intelligence, Government′s supervision, Innovation, Views of variety, Evaluation-based) hoping to innovate the supply chain of orphan drugs and to ensure the drug use for the patients with rare diseases in China.
3.Single-cell transcriptome analysis reveals abnormal angiogenesis and placentation by loss of imprinted glutaminyl-peptide cyclotransferase.
Jing GUO ; Jihong ZHENG ; Ruixia LI ; Jindong YAO ; He ZHANG ; Xu WANG ; Chao ZHANG
Journal of Zhejiang University. Science. B 2025;26(6):589-608
Imprinted genes play a key role in regulating mammalian placental and embryonic development. Here, we generated glutaminyl-peptide cyclotransferase-knockout (Qpct-/-) mice utilizing the clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9 (Cas9) platform and identified Qpct as a novel anti-angiogenic factor in regulating mouse placentation. Compared with Qpct+/+ mice, placentae and embryos (Qpct-/+ and Qpct-/-) showed significant overgrowth at embryonic Day 12.5 (E12.5), E15.5, and E18.5. Using single-cell transcriptome analysis of 32 309 cells from Qpct+/+ and Qpct-/- mouse placentae, we identified 13 cell clusters via single-nucleus RNA sequencing (snRNA-seq) (8880 Qpct+/+ and 13 577 Qpct-/- cells) and 20 cell clusters via single-cell RNA sequencing (scRNA-seq) (6567 Qpct+/+ and 3285 Qpct-/- cells). Furthermore, we observed a global up-regulation of pro-angiogenic genes in the Qpct-/- background. Immunohistochemistry assays revealed a notable increase in the number of blood vessels in the decidual and labyrinthine layers of E15.5 Qpct-/+ and Qpct-/- mice. Moreover, the elevation of multiple pairs of ligand-receptor interactions was observed in decidual cells, endothelial cells, and macrophages, promoting angiogenesis and inflammatory response. Our findings indicate that loss of maternal Qpct leads to altered phenotypic characteristics of placentae and embryos and promotes angiogenesis in murine placentae.
Animals
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Female
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Pregnancy
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Mice
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Placentation/genetics*
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Single-Cell Analysis
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Gene Expression Profiling
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Mice, Knockout
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Transcriptome
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Placenta/blood supply*
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Neovascularization, Pathologic/genetics*
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Genomic Imprinting
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Single-Cell Gene Expression Analysis
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Angiogenesis
4.Efficacy and safety of one-stage flexible ureteroscopic lithotripsy without ureteral access sheath or ureteral stent in treatment of upper ureteral calculi and renal calculi with a long diameter of≤10 mm
Guohua HUANG ; Shuai SU ; Jindong ZHANG ; Jianhua LAN ; Delin WANG
Journal of Chongqing Medical University 2025;50(4):444-448
Objective:To investigate the safety and feasibility of one-stage flexible ureteroscopic lithotripsy without ureteral access sheath or ureteral stent in the treatment of upper ureteral calculi and renal calculi with a long diameter of≤10 mm.Methods:A total of 70 patients with upper ureteral calculi or renal calculi with a long diameter of≤10 mm who were admitted to Guang'an Hospital,West China Hospital of Sichuan University,from January 2023 to June 2024 were enrolled and randomly divided into experimental group(without ureteral access sheath or ureteral stent)and control group(with ureteral access sheath and ureteral stent),with 35 patients in each group.The patients in the experimental group did not use a ureteral access sheath or a ureteral stent,while those in the control group used the ureteral access sheath and the ureteral stent.The two groups were compared in terms of preoperative data,intraoperative complications,stone clearance rate,length of hospital stay,hospital costs,and postoperative complications.Results:There were no sig-nificant differences between the two groups in preoperative data such as age,body mass index,sex,previous history of stone surgery,af-fected side,maximum stone diameter,C-reactive protein,aggregation system separation,preoperative CT value of stones,and stone lo-cation.The experimental group had a significantly shorter time of operation than the control group[(44.94±52.60)minutes vs.(52.60±14.22)minutes,t=2.240,P=0.030].There were no significant differences between the two groups in intraoperative data such as ureteral injury,intraoperative leukocyte changes,and intraopera-tive blood loss.The experimental group had significantly lower hos-pital costs than the control group[(8041.89±1287.57)yuan vs.(13 011.63±1 780.21)yuan,t=13.450,P=0.000].There were no significant differences between the experimental group and the con-trol group in the postoperative data such as the length of hospital stay,the recurrence of calculi on CT at 1 and 3 months after sur-gery,stone clearance rate,postoperative urinary tract irritation,post-operative ureteral injury,postoperative hematuria,and postoperative hydronephrosis(P>0.05).Conclusion:One-stage flexible uretero-scopic lithotripsy without ureteral access sheath or ureteral stent is safe and feasible in the treatment of upper ureteral calculi and renal calculi with a long diameter of≤10 mm and can effectively reduce hospital costs and time of operation.
5.TMEM9 promotes the proliferation and invasion of prostate cancer by affecting autophagy
Huixuan ZHU ; Shuai SU ; Jindong ZHANG ; Yu LUO ; Liangdong SONG ; Hengchuan LIU ; Delin WANG
Journal of Chongqing Medical University 2025;50(9):1281-1289
Objective:To explore the expression of transmembrane protein 9(TMEM9)as an oncogene in prostate cancer(PCa),and to examine its effect on the proliferation and invasion of PCa cells as well as on the Wnt/β-catenin signaling pathway and autophagy of PCa cells by intervening with its expression.Methods:The Cancer Genome Atlas was used for pan-cancer analysis of TMEM9 expres-sion levels in different tumors,and TMEM9 protein and messenger ribonucleic acid(mRNA)levels in clinical PCa and prostatic hyper-plasia specimens were analyzed.Real-time quantitative polymerase chain reaction and western blotting were used to analyze TMEM9 expression levels in different PCa cell lines.Cell counting,terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling(TUNEL),and Transwell assay were used to analyze cell proliferation,apoptosis,and PCa cell invasion,respectively.Subcutaneous tu-morigenesis in nude mice was used to analyze tumor proliferation in vivo.Western blotting was used to analyze the expression of autophagy-related pathway proteins,and transmission electron microscopy and immunofluorescence colocalization were used to deter-mine the colocalization of autophagosomes and lysosomes.Results:TMEM9 was highly expressed in PCa.The mRNA and protein ex-pression levels of TMEM9 were higher in PCa tissues than in prostatic hyperplasia tissues.The expression of TMEM9 was highest in PC3 cells(human PCa cells)(t=17.150,P<0.01).In TMEM9-knocked down PC3 cells,the proliferation(t=3.165,P<0.05)and inva-sion(F=76.620,P<0.01)significantly decreased,and apoptosis(t=13.530,P=0.010)significantly increased.After knockdown of TMEM9,the volume(F=1 699.000,P<0.01)and weight(t=9.057,P<0.01)of subcutaneous tumors in nude mice were reduced,and tu-mor growth was inhibited.TMEM9 regulated the Wnt/β-catenin signaling pathway and inhibited the AKT-mTOR signaling pathway to promote autophagy in PCa cells.Conclusion:TMEM9 inhibits the AKT-mTOR signaling pathway and promotes the proliferation and invasion of PCa cells through autophagy.
6.Relationship of TyG index and atherogenic index of plasma with coronary artery remodeling in elderly patients with CHD and T2DM
Yanhui HAN ; Hengliang ZHANG ; Jindong ZHAO ; Bingqiang LI ; Ruixiao CHEN ; Zhaokun PU ; Huifeng ZHANG ; Liping WANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(4):463-467
Objective To investigate the relationship of triglyceride-glucose(TyG)index and atherogenic index of plasma(AIP)with positive remodeling of coronary arteries in elderly coro-nary heart disease(CHD)patients with concomitant type 2 diabetes mellitus(T2DM).Methods A total of 120 elderly CHD patients with concomitant T2DM admitted to our department from January 2022 to June 2023 were continuously recruited,and according to the remodeling index,they were divided into positive remodeling group(47 cases)and non-positive remodeling group(73 cases).The clinical data were compared between the two groups.Multivariate logistic analysis was used to identify the risk factors for positive remodeling of coronary artery.Spearman correla-tion analysis was employed to analyze the correlation of TyG and AIP with positive remodeling.ROC curve was plotted to analyze the predictive value of TyG and AIP for the remodeling.Results The positive remodeling group had larger ratio of smoking,higher TG and HbA1c levels,and in-creased TyG index and AIP,but lower HDL-C and blood calcium levels than the non-positive re-modeling group(P<0.05,P<0.01).Univariate logistic regression analysis showed that smoking,TG,HDL-C,HbA1c,blood calcium,TyG and AIP were risk factors for positive coronary artery remodeling in elderly patients with CHD and T2DM(P<0.05,P<0.01).Multivariate logistic re-gression analysis showed that TyG index(OR=7.253,95%CI:2.458-13.364,P=0.035)and AIP(OR=6.017,95%CI:2.205-12.025,P=0.030)were independent risk factors for positive coronary artery remodeling in elderly patients with CHD and T2DM(P<0.05).The AUC value of TyG index and AIP in predicting positive coronary artery remodeling in elderly CHD patients with T2DM was 0.783 and 0.766,respectively,and the value of their combination in the prediction was 0.868,which was significantly better than the indicator alone(P<0.05).Conclusion TyG in-dex and AIP are closely associated with positive coronary artery remodeling in elderly CHD pa-tients with T2DM,and can be used as effective indicators in the prediction of positive remodeling,which is of great significance for early clinical identification of high-risk patients and formulation of individual intervention strategies.
7.Relationship of TyG index and atherogenic index of plasma with coronary artery remodeling in elderly patients with CHD and T2DM
Yanhui HAN ; Hengliang ZHANG ; Jindong ZHAO ; Bingqiang LI ; Ruixiao CHEN ; Zhaokun PU ; Huifeng ZHANG ; Liping WANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(4):463-467
Objective To investigate the relationship of triglyceride-glucose(TyG)index and atherogenic index of plasma(AIP)with positive remodeling of coronary arteries in elderly coro-nary heart disease(CHD)patients with concomitant type 2 diabetes mellitus(T2DM).Methods A total of 120 elderly CHD patients with concomitant T2DM admitted to our department from January 2022 to June 2023 were continuously recruited,and according to the remodeling index,they were divided into positive remodeling group(47 cases)and non-positive remodeling group(73 cases).The clinical data were compared between the two groups.Multivariate logistic analysis was used to identify the risk factors for positive remodeling of coronary artery.Spearman correla-tion analysis was employed to analyze the correlation of TyG and AIP with positive remodeling.ROC curve was plotted to analyze the predictive value of TyG and AIP for the remodeling.Results The positive remodeling group had larger ratio of smoking,higher TG and HbA1c levels,and in-creased TyG index and AIP,but lower HDL-C and blood calcium levels than the non-positive re-modeling group(P<0.05,P<0.01).Univariate logistic regression analysis showed that smoking,TG,HDL-C,HbA1c,blood calcium,TyG and AIP were risk factors for positive coronary artery remodeling in elderly patients with CHD and T2DM(P<0.05,P<0.01).Multivariate logistic re-gression analysis showed that TyG index(OR=7.253,95%CI:2.458-13.364,P=0.035)and AIP(OR=6.017,95%CI:2.205-12.025,P=0.030)were independent risk factors for positive coronary artery remodeling in elderly patients with CHD and T2DM(P<0.05).The AUC value of TyG index and AIP in predicting positive coronary artery remodeling in elderly CHD patients with T2DM was 0.783 and 0.766,respectively,and the value of their combination in the prediction was 0.868,which was significantly better than the indicator alone(P<0.05).Conclusion TyG in-dex and AIP are closely associated with positive coronary artery remodeling in elderly CHD pa-tients with T2DM,and can be used as effective indicators in the prediction of positive remodeling,which is of great significance for early clinical identification of high-risk patients and formulation of individual intervention strategies.
8.MiR-194-3p Regulation of Simulated Microgravity Induced-Dysfunction of Osteoblasts:An Experimental Study
Jindong XUE ; Luchang CHENG ; Min WANG ; Caimei TAN ; Qiqi DENG ; Haimei ZHU ; Yong GUO ; Biao HAN
Journal of Medical Biomechanics 2024;39(4):623-630
Objective To investigate the role of miR-194-3p in regulating functional changes in osteoblasts in a simulated microgravity environment and to provide a theoretical foundation for understanding the mechanical response mechanisms of osteoblasts in extreme mechanical environments.Methods The effects of microgravity on osteoblasts were simulated by using a rotary cell culture system.MC3T3-E1 osteoblasts were transfected with an miR-194-3p inhibitor and changes in proliferation,differentiation,apoptosis,and mineralization were assessed using MTT assay,RT-PCR,Western blot,double fluorescence staining,and alizarin red staining.Results Elevated expression of miR-194-3p under simulated microgravity conditions led to the suppression of osteoblast proliferation,differentiation,and mineralization to a certain extent,while promoting osteoblast apoptosis.However,transfection with the miR-194-3p inhibitor significantly downregulated miR-194-3p expression and partially reversed the reduced osteoblast proliferation,decreased expression of osteogenic differentiation markers such as ALP,OCN,and COL-I genes and proteins,decreased bone mineralization nodules,and increased osteoblast apoptosis induced by microgravity exposure.These findings indicated that miR-194-3p effectively ameliorates abnormal osteoblast function under microgravity conditions.Conclusions MiR-194-3p acts as a negative regulatory factor in the mechanical responses of osteoblasts under simulated microgravity.
9.Quality of life and risk factors of patients with depression in Shandong Province
Junting LIU ; Xiaojing CHENG ; Jingxuan ZHANG ; Ruzhan WANG ; Xiaojing LI ; Qian WANG ; Chenghui WANG ; Hao DING ; Liju QIAN ; Xiaona WAN ; Xue TIAN ; Zongyin HOU ; Fengjie LIU ; Jindong LIU
Chinese Mental Health Journal 2024;38(6):465-472
Objective:To study the life characteristics and related risk factors of patients with depression in Shandong Province.Methods:Based on the 2015 mental epidemiological survey database in Shandong Province,a total of 832 patients with depression,807 high-risk individuals with depression,and 819 low-risk individuals were diagnosed according to the Diagnostic and Statistical Manual of Mental Disorders,Fourth Edition(DSM-Ⅳ)and the Structured Clinical Interview for DSM-Ⅳ-TR Axis I Disorders,Research Version(SCID-I/P).In 2020,SCID-I/P was used for re diagnosis,and the General Health Questionnaire(GHQ-12),Simple Quality of Life question-naire,Pittsburgh sleep quality index(PSQI),Childhood Trauma Questionnaire(CTQ),Social Support Rating Scale(SSRS),Global Pain Scale(GPS),Montreal Cognitive Assessment(MoCA),Simplified Coping Style Question-naire(SCSQ)were used for evaluation.Compare changes in the quality of life of depression patients and construct a risk factor model.Results:Patients with depression had lower scores on the simple quality of life questionnaire at baseline and at retest after 5 years than those in the high-and low-risk groups,those in remission of depression had higher scores on the simple quality of life questionnaire at baseline and at retest after 5 years than those in non-re-mission,and those with new-onset disorder in the high-and low-risk groups had lower scores on the simple quality of life questionnaire at baseline and at retest after 5 years than those with no-onset disorder(Ps<0.001).Depres-sion diagnosis and PSQI scale scores at baseline negatively predicted at retest after 5 years(β=-0.06,-0.15),while coping style tendencies at baseline positively predicted(β=0.06).The simple quality of life questionnaire at baseline negatively predicted depression diagnosis at retest after 5 years,GHQ-12 scores at retest after 5 years,and PSQI scale scores at retest after 5 years(β=-0.11,-0.17,-0.09),while the simple quality of life question-naire at baseline positively predicted coping style tendencies at retest after 5 years(β=0.13).Depression diagnosis at retest after 5 years,GHQ-12 scores at retest after 5 years,PSQI scale scores at retest after 5 years,coping style tendencies at retest after 5 years,SSRS scale scores,CTQ scale scores,GPS scale scores,and the simple quality of life questionnaire at baseline all influenced the simple quality of life questionnaire at retest after 5 years through ei-ther direct or indirect pathways.Conclusion:It suggest that the quality of life is lower in patients with depression than in the general population.Depression diagnosis,sleep,mental health,pain,social support,childhood trauma and coping are direct and indirect risk factors affecting life.
10.A real-world study of an ambulatory management model for vitrectomy surgery
Manqiao WANG ; Boshi LIU ; Bojie HU ; Zhaohui CHENG ; Jindong HAN ; Juping LIU ; Longli ZHANG ; Yan SHAO ; Yi SHI ; Xinjun REN ; Nan ZHANG ; Xiaorong LI
Chinese Journal of Ocular Fundus Diseases 2024;40(8):614-618
Objective:To evaluate changes in operational effectiveness after the implementation of ambulatory surgical management in pars plana vitrectomy (PPV).Methods:A retrospective clinical study. 17 528 surgeries in 10 895 eyes of 10 895 patients who underwent minimally invasive PPV on an ambulatory and/or inpatient basis at Tianjin Medical University Eye Hospital from August 2015 to June 2023 were included in this study. Among them, 5 346 eyes in 5 346 cases were male; 5 549 eyes in 5 549 cases were female. The age ranged from 0 to 95 years, with the mean age of (57.74±13.15) years. 6 381 surgeries in 3 615 eyes from August 2015 to December 2018 (the initial period of day surgery) were used as the control group; 11 147 surgeries in 7 280 eyes from January 2019 to June 2023 (the expanded period of day surgery) were used as the observation group. According to the management mode of ambulatory surgery, the observation group was subdivided into the decentralized management group (January 2019 to December 2020) and the centralized management group (January 2021 to June 2023), with 2 905 and 4 375 eyes and 4 646 and 6 501 surgeries, respectively. Changes in the percentage of day surgery, average hospitalization days, and average unplanned reoperation rate were compared. The Mann-Whitney U test was used to compare numerical variables between groups; the chi-square test or Fisher's exact test was used to compare categorical variables. Results:The number of cases of daytime PPV performed in the observation group and control group was 7 852 (70.44%, 7 852/11 147) and 24 (0.38%, 24/6 381) cases, respectively, and the average hospitalization days were 1 (1) and 5 (3) d. Compared with the control group, the observation group had a significantly higher percentage of day surgery ( χ2=8 051.01) and a considerably lower mean hospitalization day ( Z=4 536 844.50), and the differences were statistically significant ( P<0.000 1). The mean hospitalization days in the decentralized and centralized management groups were 2 (3) and 1 (0) d, respectively, and unplanned reoperations were 34 (0.73%, 34/4 646) and 171 (2.63%, 171/6 501) eyes, respectively. Compared with the decentralized management group, average hospitalization days was significantly lower ( Z=1 436.94) and unplanned reoperation rate was significantly higher ( χ2=54.10) were significantly lower in the centralized management group, both of which were statistically significant ( P<0.000 1). Conclusion:PPV ambulatory management model can significantly reduce the average hospitalization day, but also results in higher rates of unplanned reoperations.

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