1.Analysis of the nonlinear relationship between hypothermic machine perfusion parameters and delayed graft function and construction of an optimized predictive model based on sampling algorithms
Boqing DONG ; Chongfeng WANG ; Yuting ZHAO ; Huanjing BI ; Ying WANG ; Jingwen WANG ; Zuhan CHEN ; Ruiyang MA ; Wujun XUE ; Yang LI ; Xiaoming DING
Organ Transplantation 2025;16(4):582-590
Objective To analyze the nonlinear relationship between hypothermic machine perfusion (HMP) parameters and delayed graft function (DGF) and optimize the construction of a predictive model for DGF. Methods The data of 923 recipients who underwent kidney transplantation from deceased donors were retrospectively analyzed. According to the occurrence of DGF, the recipients were divided into DGF group (n=823) and non-DGF group (n=100). Donor data, HMP parameters and recipient data were analyzed for both groups. The nonlinear relationship between HMP parameters and the occurrence of DGF was explored based on restricted cubic splines (RCS). Over-sampling, under-sampling and balanced sampling were used to address the imbalance in the proportion of DGF to construct logistic regression predictive models. The area under the curve (AUC) of each model was compared in the validation set, and a nomogram model was constructed. Results Donor BMI, cold ischemia time of the donor kidney, and HMP parameters (initial and final pressures, resistance, and perfusion time) were significantly different between the DGF and non-DGF groups (all P<0.05). The RCS analysis revealed a threshold-like nonlinear relationship between HMP parameters and the risk of DGF. Among the models constructed using different sampling methods, the balanced sampling model had the highest AUC. Using this model, a nomogram was constructed to stratify recipients based on risk scores. Recipients in the high-risk group had higher serum creatinine levels at 1, 6, and 12 months after kidney transplantation compared to those in the low-risk group (all P<0.05). Conclusions There is a nonlinear relationship between HMP parameters and the risk of DGF, and the threshold is helpful for organ quality assessment and monitoring of graft function after transplantation. The predictive model for DGF constructed on the base of balanced sampling algorithms helps perioperative decision-making and postoperative graft function monitoring of kidney transplantation.
2.Quercetin ameliorates myocardial injury in diabetic rats by regulating L-type calcium channels.
Hongyan SUN ; Guoqing LU ; Chengwen FU ; Mengwen XU ; Xiaoyi ZHU ; Guoquan XING ; Leqiang LIU ; Yufei KE ; Lemei CUI ; Ruiyang CHEN ; Lei WANG ; Pinfang KANG ; Bi TANG
Journal of Southern Medical University 2025;45(3):531-541
OBJECTIVES:
To investigate the effects of quercetin on cuproptosis and L-type calcium currents in the myocardium of diabetic rats.
METHODS:
Forty SD rats were randomized into control group and diabetic model groups. The rat models of diabetes mellitus (DM) induced by high-fat and high-sugar diet combined with streptozotocin (STZ) injection were further divided into DM model group, quercetin treatment group, and empagliflozin treatment group (n=10). Blood glucose and body weight were measured every other week, and cardiac function of the rats was evaluated using echocardiography. HE staining, Sirius red staining, and wheat germ agglutinin (WGA) analysis were used to observe the changes in myocardial histomorphology, and serum copper levels and myocardial FDX1 expression were detected. In cultured rat cardiomyocyte H9c2 cells with high-glucose exposure, the effects of quercetin and elesclomol, alone or in combination, on intracellular CK-MB and LDH levels and FDX1 expression were assessed, and the changes in L-type calcium currents were analyzed using patch-clamp technique.
RESULTS:
The diabetic rats exhibited elevated blood glucose, reduced body weight, impaired left ventricular function, increased serum copper levels and myocardial FDX1 expression, decreased L-type calcium currents, and prolonged action potential duration. Quercetin and empagliflozin treatment significantly lowered blood glucose, improved body weight, and restored cardiac function of the diabetic rats, and compared with empagliflozin, quercetin more effectively reduced serum copper levels, downregulated FDX1 expression, and enhanced myocardial L-type calcium currents in diabetic rats. In H9c2 cells, high glucose exposure significantly increased myocardial expressions of FDX1, CK-MB and LDH, which were effectively lowered by quercetin treatment; Elesclomol further elevated FDX1, CK-MB and LDH levels in the exposed cells, and these changes were not significantly affected by the application of quercetin.
CONCLUSIONS
Quercetin ameliorates myocardial injury in diabetic rats possibly by suppressing myocardial cuproptosis signaling and restoring L-type calcium channel activity.
Animals
;
Quercetin/pharmacology*
;
Calcium Channels, L-Type/metabolism*
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Diabetes Mellitus, Experimental/metabolism*
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Rats, Sprague-Dawley
;
Rats
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Myocytes, Cardiac/drug effects*
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Myocardium/pathology*
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Male
3.Status of screening myopia among primary and middle school students in Linfen Community of Shanghai from 2019 to 2023
GU Yuerong, CHEN Ruiyang, WAN Qiuping, ZHU Chengyu, WANG Limeng, HU Hong
Chinese Journal of School Health 2024;45(7):941-944
Objective:
To analyze the prevalence and trend of screening myopia among primary and middle school students in Linfen Community of Shanghai from 2019 to 2023, so as to provide a reference for the prevention and control of myopia from the perspective of the community.
Methods:
From 2019 to 2023, all primary(5) and middle(2) school students aged 6-15 years in Linfen Community of Shanghai were screened. Statistical analysis was performed using the Chi square test and trend Chi square test. The curve fitting model was used to fit the model of the increase rate of screening myopia among primary and middle school students in 2019, 2021 and 2023.
Results:
The overall rate of screening myopia among primary and middle school students in Linfen community from 2019 to 2023 was 55.17%. The prevalence rate of screening myopia was 79.43% in boys and 81.92% in girls in middle school, and the difference was statistically significant ( χ 2=5.71, P =0.02). In 2019, 2021, and 2023, the peak age of screening myopia among primary and middle school students in Linfen Community gradually occurred earlier, at the age of 7(12.13%), 6( 12.28 %), and 6(14.99%) years old, respectively. The growth rate of screening myopia in students aged 8-12 years in 2023 was lower than that in 2019 and 2021.
Conclusions
The screening myopia rate of primary and middle school students aged 6-15 years in Linfen Community is relatively high, with primary school girls higher than boys, and growth spurt accelerates. It is suggested that prevention and control of myopia in the community should focus on preschool children and adolescent girls.
4.Targeted inhibition of Gus-expressing Enterococcus faecalis to promote intestinal stem cell and epithelial renovation contributes to the relief of irinotecan chemotoxicity by dehydrodiisoeugenol.
Ruiyang GAO ; Bei YUE ; Cheng LV ; Xiaolong GENG ; Zhilun YU ; Hao WANG ; Beibei ZHANG ; Fangbin AI ; Ziyi WANG ; Donghui LIU ; Zhengtao WANG ; Kaixian CHEN ; Wei DOU
Acta Pharmaceutica Sinica B 2024;14(12):5286-5304
Irinotecan (CPT11) chemotherapy-induced diarrhea affects a substantial cancer population due to β-glucuronidase (Gus) converting 10-O-glucuronyl-7-ethyl-10-hydroxycamptothecin (SN38G) to toxic 7-ethyl-10-hydroxycamptothecin (SN38). Existing interventions primarily address inflammation and Gus enzyme inhibition, neglecting epithelial repair and Gus-expressing bacteria. Herein, we discovered that dehydrodiisoeugenol (DDIE), isolated from nutmeg, alleviates CPT11-induced intestinal mucositis alongside a synergistic antitumor effect with CPT11 by improving weight loss, colon shortening, epithelial barrier dysfunction, goblet cells and intestinal stem cells (ISCs) loss, and wound-healing. The anti-mucositis effect of DDIE is gut microbiota-dependent. Analysis of microbiome profiling data from clinical patients and CPT11-induced mucositis mice reveals a strong correlation between CPT11 chemotoxicity and Gus-expressing bacteria, particularly Enterococcus faecalis (E. faecalis). DDIE counters CPT11-induced augmentation of E. faecalis, leading to decreased intestinal Gus and SN38 levels. The Partial Least Squares Path Model (PLS-PM) algorithm initially links E. faecalis to dysregulated epithelial renovation. This is further validated in a 3D intestinal organoid model, in which both SN38 and E. faecalis hinder the formation and differentiation of organoids. Interestingly, colonization of E. faecalis exacerbates CPT11-induced mucositis and disturbs epithelial differentiation. Our study unveils a microbiota-driven, epithelial reconstruction-mediated action of DDIE against mucositis, proposing the 'Gus bacteria-host-irinotecan axis' as a promising target for mitigating CPT11 chemotoxicity.
6.Genomic, transcriptomic, and epigenomic analysis of a medicinal snake, Bungarus multicinctus, to provides insights into the origin of Elapidae neurotoxins.
Jiang XU ; Shuai GUO ; Xianmei YIN ; Mingqian LI ; He SU ; Xuejiao LIAO ; Qiushi LI ; Liang LE ; Shiyu CHEN ; Baosheng LIAO ; Haoyu HU ; Juan LEI ; Yingjie ZHU ; Xiaohui QIU ; Lu LUO ; Jun CHEN ; Ruiyang CHENG ; Zhenzhan CHANG ; Han ZHANG ; Nicholas Chieh WU ; Yiming GUO ; Dianyun HOU ; Jin PEI ; Jihai GAO ; Yan HUA ; Zhihai HUANG ; Shilin CHEN
Acta Pharmaceutica Sinica B 2023;13(5):2234-2249
The many-banded krait, Bungarus multicinctus, has been recorded as the animal resource of JinQianBaiHuaShe in the Chinese Pharmacopoeia. Characterization of its venoms classified chief phyla of modern animal neurotoxins. However, the evolutionary origin and diversification of its neurotoxins as well as biosynthesis of its active compounds remain largely unknown due to the lack of its high-quality genome. Here, we present the 1.58 Gbp genome of B. multicinctus assembled into 18 chromosomes with contig/scaffold N50 of 7.53 Mbp/149.8 Mbp. Major bungarotoxin-coding genes were clustered within genome by family and found to be associated with ancient local duplications. The truncation of glycosylphosphatidylinositol anchor in the 3'-terminal of a LY6E paralog released modern three-finger toxins (3FTxs) from membrane tethering before the Colubroidea divergence. Subsequent expansion and mutations diversified and recruited these 3FTxs. After the cobra/krait divergence, the modern unit-B of β-bungarotoxin emerged with an extra cysteine residue. A subsequent point substitution in unit-A enabled the β-bungarotoxin covalent linkage. The B. multicinctus gene expression, chromatin topological organization, and histone modification characteristics were featured by transcriptome, proteome, chromatin conformation capture sequencing, and ChIP-seq. The results highlighted that venom production was under a sophisticated regulation. Our findings provide new insights into snake neurotoxin research, meanwhile will facilitate antivenom development, toxin-driven drug discovery and the quality control of JinQianBaiHuaShe.
7.Research advances of encapsulation and co-delivery modes during islet transplantation
Zuhan CHEN ; Ruiyang MA ; Jingwen WANG ; Huanjing BI ; Xiaoming DING
Chinese Journal of Organ Transplantation 2023;44(8):502-507
This review summarized the latest advances in islet transplantation, islet encapsulation and co-delivery strategies of cell and growth factors.
8.Practice and prospect of radiotherapy and immunotherapy for lung cancer
Shijie SHANG ; Dawei CHEN ; Cui AN ; Ruiyang WANG ; Meng WU ; Jinming YU
Chinese Journal of Radiation Oncology 2021;30(11):1209-1215
In recent years, immunotherapy has become the hottest topic in the field of oncology. Both the Keynote189 study and the Keynote407 study have confirmed that progression-free survival is significantly prolonged in patients who have been benefited from immune checkpoint blockades in lung cancer. In an article published in The New England Journal of Medicine in 2012, a case report of radiation abscopal effects caused by immunization combined with conventional radiotherapy has attracted great attention in the field of oncology. The Pacific study, published in 2017, expanded the indications for immunotherapy from advanced to locally-advanced non-small cell lung cancer. The second analysis of Keynote001, published in the Lancet Oncology in the same year, suggested that radiation therapy may mediate the immune memory effects, whereas the mechanism and time window are still unclear. With the publication of PEMBRO-RT study and several pieces of work by our team in recent years, various details of radiotherapy combined with immunotherapy (iRT) have become more mature. In clinical practice, iRT is involved in the full treatment of lung cancer. However, iRT is not a hodgepodge or stew that needs further refinement and sorting. In this article, the principles, efficacy in clinical practice, and exploration of the details of iRT were discussed.
9.Palm vein recognition based on end-to-end convolutional neural network.
Dongyang DU ; Lijun LU ; Ruiyang FU ; Lisha YUAN ; Wufan CHEN ; Yaqin LIU
Journal of Southern Medical University 2019;39(2):207-214
We propose a novel palm-vein recognition model based on the end-to-end convolutional neural network. In this model, the convolutional layer and the pooling layer were alternately connected to extract the image features, and the categorical attribute was estimated simultaneously via the neural network classifier. The classification error was minimized via the mini-batch stochastic gradient descent algorithm with momentum to optimize the feature descriptor along with the direction of the gradient descent. Four strategies including data augmentation, batch normalization, dropout, and L2 parameter regularization were applied in the model to reduce the generalization error. The experimental results showed that for classifying 500 subjects form PolyU database and a self-established database, this model achieved identification rates of 99.90% and 98.05%, respectively, with an identification time for a single sample less than 9 ms. The proposed approach, as compared with the traditional method, could improve the accuracy of palm vein recognition in clincal applications and provides a new approach to palm vein recognition.
Algorithms
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Databases, Factual
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Hand
;
blood supply
;
diagnostic imaging
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Humans
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Neural Networks (Computer)
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Veins
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diagnostic imaging
10.Analysis of transcriptional factors expression profile during dedifferentiation of liver cell cultured in vitro.
Ruiyang LI ; Yunzhi WANG ; Rui GE ; Wenhao SHI ; Chen DING
Chinese Journal of Biotechnology 2018;34(2):294-302
Primary hepatocytes are widely used in drug metabolism and toxicity assessment. As the culture of primary hepatocytes in vitro is a process of dedifferentiation, hepatocytes lose normal metabolic detoxification function gradually. The mechanism of hepatocyte dedifferentiation has been not clear so far. TFs play an important role in the dedifferentiation and non-parenchymal cells can maintain the function of hepatocytes in vitro. However, the current methods cannot be used in effective identification and quantitative analysis of a large number of TFs. In this paper, the mo-culture system (only primary hepatocytes) and co-culture system (primary hepatocytes and non-parenchymal cells) were established. The cells were cultured for 24 h, 48 h, 72 h as monolayer. The changes of TFs during the culture were obtained by TOT (Transcription factor response elements on tip) transcription factor enrichment method and mass spectrometry. A total of 219 TFs were identified in three individual replicates. The result revealed that up-regulated TFs were enriched in cell proliferation, death and immune response pathways, and down-regulated TFs were involved in metabolism pathway. The establishment of such culture-TFs identification system is of great significance to reveal the mechanism of primary hepatocyte dedifferentiation and crosstalk between hepatocytes and non-parenchymal cells.


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