1.Study on non-invasive diagnosis of rejection after kidney transplantation using hyperspectral imaging technology
Zhe YANG ; Qilong DUAN ; Yi CHEN ; Tao LIAO ; Xiaoqing SI ; Jianning WANG
Organ Transplantation 2026;17(1):116-123
Objective To explore a method for rapid and differential diagnosis of rejection after kidney transplantation through urine hyperspectral imaging technology. Methods Hyperspectral data information from urine samples of 118 recipients after kidney transplantation was collected, and a deep learning model was constructed to diagnose and classify the types of rejection. Results A deep learning diagnostic model based on the 34-layer residual network (ResNet-34) was constructed, and 118 patients were included and divided into the training set and the test set. Based on the pathological results of the transplanted kidney puncture, the urine samples of the patients were classified into five groups: the non-rejection group, the T-cell-mediated rejection group, the antibody-mediated rejection group, the mixed rejection group and the nephropathy recurrence group. The results showed that the diagnostic sensitivities of the model for the above five groups were 0.960, 0.980, 0.930, 0.940 and 0.943 respectively, and the diagnostic specificities were 0.983, 0.993, 0.997, 0.989 and 0.989 respectively. The overall diagnostic accuracy rate reached 95.7%. Conclusions The study provides a non-invasive, rapid and accurate auxiliary diagnostic method for the differential diagnosis of rejection after kidney transplantation.
2.Proteomics and Network Pharmacology Reveal Mechanism of Xiaoer Huatan Zhike Granules in Treating Allergic Cough
Youqi DU ; Yini XU ; Jiajia LIAO ; Chaowen LONG ; Shidie TAI ; Youwen DU ; Song LI ; Shiquan GAN ; Xiangchun SHEN ; Ling TAO ; Shuying YANG ; Lingyun FU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(3):69-79
ObjectiveTo explore the pharmacological mechanism involved in the treatment of allergic cough (AC) by Xiaoer Huatan Zhike granules (XEHT) based on proteomics and network pharmacology. MethodsAfter sensitization by intraperitoneal injection of 1 mL suspension containing 2 mg ovalbumin (OVA) and 100 mg aluminum hydroxide, a guinea pig model of allergic cough was constructed by nebulization with 1% OVA. The modeled guinea pigs were randomized into the model, low-, medium- and high-dose (1, 5, 20 g·kg-1, respectively) XEHT, and sodium montelukast (1 mg·kg-1) groups (n=6), and another 6 guinea pigs were selected as the blank group. The guinea pigs in drug administration groups were administrated with the corresponding drugs by gavage, and those in the blank and model groups received the same volume of normal saline by gavage, 1 time·d-1. After 10 consecutive days of drug administration, the guinea pigs were stimulated by 1% OVA nebulization, and the coughs were observed. The pathological changes in the lung tissue were observed by hematoxylin-eosin staining. The enzyme-linked immunosorbent assay was performed to measure the levels of C-reactive protein (CRP), interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), superoxide dismutase (SOD), and malondialdehyde (MDA) in the bronchoalveolar lavage fluid (BALF) and immunoglobulin G (IgG) and immunoglobulin A (IgA) in the serum. Immunohistochemistry (IHC) was employed to observe the expression of IL-6 and TNF-α in the lung tissue. Transmission electron microscopy was employed observe the alveolar type Ⅱ epithelial cell ultrastructure. Real-time PCR was employed to determine the mRNA levels of IL-6, interleukin-1β (IL-1β), and TNF-α in the lung tissue. Label-free proteomics was used to detect the differential proteins among groups. Network pharmacology was used to predict the targets of XEHT in treating AC. The Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis was performed to search for the same pathways from the results of proteomics and network pharmacology. ResultsCompared with the blank group, the model group showed increased coughs (P<0.01), elevated levels of CRP, TNF-α, IL-6, and MDA and lowered level of SOD in the BALF (P<0.05, P<0.01), elevated levels of IgA and IgG in the serum (P<0.05, P<0.01), congestion of the lung tissue and infiltration of inflammatory cells, increased expression of IL-6 and TNF-α (P<0.01), large areas of low electron density edema in type Ⅱ epithelial cells, obvious swelling and vacuolization of the organelles, karyopyknosis or sparse and dissolved chromatin, and up-regulated mRNA levels of IL-6, IL-1β, and TNF-α (P<0.01). Compared with the model group, the drug administration groups showed reduced coughs (P<0.01), lowered levels of CRP, TNF-α, IL-6, and MDA and elevated level of SOD in the BALF (P<0.05, P<0.01), alleviated lung tissue congestion, inflammatory cell infiltration, and type Ⅱ epithelial cell injury, and decreased expression of IL-6 and TNF-α (P<0.01). In addition, the medium-dose XEHT group and the montelukast sodium group showcased lowered serum levels of IgA and IgG (P<0.05, P<0.01). The medium- and high-dose XEHT groups and the montelukast sodium showed down-regulated mRNA levels of IL-6, IL-1β, and TNF-α and the low-dose XEHT group showed down-regulated mRNA levels of IL-6 and TNF-α (P<0.05, P<0.01). Phospholipase D, mammalian target of rapamycin (mTOR), and epidermal growth factor receptor family of receptor tyrosine kinase (ErbB) signaling pathways were the common pathways predicted by both proteomics and network pharmacology. ConclusionProteomics combined with network pharmacology reveal that XEHT can ameliorate AC by regulating the phospholipase D, mTOR, and ErbB signaling pathways.
3.Interpretation of 2024 ESC guidelines for the management of elevated blood pressure and hypertension
Yu CHENG ; Yiheng ZHOU ; Yao LÜ ; ; Dongze LI ; Lidi LIU ; Peng ZHANG ; Rong YANG ; Yu JIA ; Rui ZENG ; Zhi WAN ; Xiaoyang LIAO
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):31-40
The European Society of Cardiology (ESC) released the "2024 ESC guidelines for the management of elevated blood pressure and hypertension" on August 30, 2024. This guideline updates the 2018 "Guidelines for the management of arterial hypertension." One notable update is the introduction of the concept of "elevated blood pressure" (120-139/70-89 mm Hg). Additionally, a new systolic blood pressure target range of 120-129 mm Hg has been proposed for most patients receiving antihypertensive treatment. The guideline also includes numerous additions or revisions in areas such as non-pharmacological interventions and device-based treatments for hypertension. This article interprets the guideline's recommendations on definition and classification of elevated blood pressure and hypertension, and cardiovascular disease risk assessment, diagnosing hypertension and investigating underlying causes, preventing and treating elevated blood pressure and hypertension. We provide a comparison interpretation with the 2018 "Guidelines for the management of arterial hypertension" and the "2017 ACC/AHA guideline on the prevention, detection, evaluation, and management of high blood pressure in adults."
4.Construction of a prognostic prediction model for invasive lung adenocarcinoma based on machine learning
Yanqi CUI ; Jingrong YANG ; Lin NI ; Duohuang LIAN ; Shixin YE ; Yi LIAO ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):80-86
Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
5.A Retrospective Study of Rescue Injuries and Agonal Injuries in 640 Death Cases
Xuanyi LI ; Guoli LV ; Wen YANG ; Chunlei WU ; Xiaoshan LIU ; Bin LUO ; Xinbiao LIAO ; Erwen HUANG
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(1):81-87
ObjectiveTo clearly identify the difference between rescue injuries and agonal injuries and to avoid duplicate identifications and misidentifications. MethodsBased on the forensic pathological data of 5 923 cases of death cause identification from 2013 to 2022 in Sun Yat-sen University Forensic Identification Center and Guangzhou Tianhe District Branch of Guangzhou Public Security Bureau, this study retrospectively studied the characteristics of rescue injuries and agonal injuries seen in cause of death identification and their influence on cause of death identification. ResultsAmong all the 5 923 cases, 640 cases were found to have rescue injuries or agonal injuries, and 624 cases received treatment, of which 609 cases were found to have rescue injuries (97.60%), 44 cases were found to have agonal injuries, and 13 cases were found to have both types of injuries. Among the 640 cases, 441 were male and 199 were female. The age of death was discontinuously distributed from 0 to 95 years old. The leading cause of death was disease, followed by mechanical injury and asphyxia. The main manifestations of rescue injuries were rib and sternum fractures, soft tissue injuries in the prechest area or face, and pericardial rupture. The most common injuries in agonal stage were falling after unconsciousness, inhalation of foreign body in respiratory tract or multiple violent injuries. Among the 640 cases, 19 cases were repeatedly identified, including 15 cases of rescue injuries, 6 cases of agonal injuries, and 2 cases of both types of injuries. Compared with the cases where neither type of injuries was detected, the repeated identification rate of treatment injuries and agonal injuries was significantly increased (χ²=4.04, P=0.044; χ²=43.49, P<0.001). Among the 640 cases, 11 cases (1.72%) were misidentified as the initial injuries in the first identification, and 13 cases had combined rescue injuries or agonal injuries that were involved in death. ConclusionsBy elucidating the epidemiological characteristics of the two types of injuries, this study proved that the two types of injuries were associated with higher rates of repeated identification and misidentification, which provided a reference for reducing repeated identification and misidentification and improving the accuracy of cause of death identification.
6.METTL3 mediates m6A modification in ocular diseases
Canyu WANG ; Ruiyu YANG ; Xuan LIAO
International Eye Science 2025;25(4):615-619
N6-methyladenosine(m6A)is recognized as the most prevalent mRNA modification in mammals, intricately involved in a multitude of processes pertaining to mRNA metabolism, encompassing RNA transcription, translation, and degradation. It plays a pivotal role in various physiological functions. Under the coordinated actions of methyltransferases, demethylases, and m6A-binding proteins, m6A modifications undergo reversible changes to fulfill their diverse molecular functions.Methyltransferase-like 3(METTL3), as the core catalytic subunit of methyltransferases and the most extensively studied methyltransferase, holds a central position in m6A modification. In recent years, it has been found that METTL3-mediated m6A modification is involved in the occurrence and development of various ocular diseases, such as ocular surface diseases, glaucoma, cataract, retinal diseases, and ocular tumors, by affecting the expression of inflammatory factors and thus regulating the inflammatory response, and by regulating various pathways that affect the proliferation of cells and oxidative stress. In this paper, we comprehensively review the mechanisms under the role of METTL3 in ocular diseases, offering novel insights and perspectives for the prevention and management of these conditions.
7.Practice and analysis of implementing drug traceability code management in outpatient pharmacy
Liwen LIAO ; Yuqi WANG ; Yuzi WANG ; Kang CHEN ; Shuxia LI ; Kejing TANG ; Wei YANG
China Pharmacy 2025;36(7):858-862
OBJECTIVE To explore optimization pathways for the drug traceability code management model in outpatient pharmacy workflows, providing practical evidence for enhancing the efficiency of pharmaceutical service. METHODS Taking the outpatient pharmacy of the First Affiliated Hospital of Sun Yat-sen University as the research subject, a comprehensive drug traceability system was established through three key interventions: upgrading the information system architecture [including integration of the hospital information system (HIS) with the traceability platform], workflow optimization (reorganizing the inventory-dispensing-verification tripartite process), and designing a dual-mode traceability data collection mechanism (primary data capture at dispensing stations and supplementary capture at verification stations). Operational efficiency differences before and after implementation were analyzed using the medical insurance data and service timeliness metrics in September 2024. RESULTS After the implementation of drug traceability code management, in terms of data collection: Mode Ⅰ (verification-stage capture) uploaded 26 144 records, while Mode Ⅲ (inventory-as-sales capture) uploaded 443 061 records, totaling 469 205 entries; in terms of time efficiency: average drug dispensing time increased from 28.74 s to 43.37 s (enhanced by 51%). Through dynamic staffing adjustments, patient wait time only extended from 8.04 min to 8.67 min (enhanced by 8%). CONCLUSIONS Drug traceability code management can be effectively implemented via a “system reconstruction-process reengineering-human-machine collaboration” trinity strategy, leveraging informatization (e.g., dual-mode data capture) to offset manual operation delays, which validates the feasibility of balancing national traceability demands with service efficiency in outpatient pharmacies.
8.Study on the safety and pharmacological effect on improving dyspepsia of Shuangshu decoction in rats
Xinyuan CHEN ; Changzhou XIONG ; Jiongfen LI ; Kangyi YU ; Huan XU ; Yingxia WANG ; Dan LIAO ; Junyu TAO ; Ziyi YANG ; Caizhi LIN
China Pharmacy 2025;36(9):1059-1064
OBJECTIVE To study the safety of Shuangshu decoction in rats and its efficacy in improving functional dyspepsia (FD) in rats. METHODS In safety test, 40 rats were divided into blank control group, Shuangshu decoction low-dose, medium- dose and high-dose groups [108, 216, 324 g/(kg·d), calculated by raw medicine, the same applies below]; they were given relevant medicine intragastrically, for continuous 14 days. The mortality and toxic reactions of rats were recorded, and the organ indexes of the liver, kidney, spleen, lung and heart of rats were calculated; the pathological morphological changes in the liver, kidney, spleen, lung, heart, stomach, duodenum, and colon were observed to evaluate the acute toxicity of Shuangshu decoction. Another 40 rats were grouped and administered in the same way for 30 consecutive days. The mortality and toxic reactions of the rats were recorded, and the corresponding organ indexes were calculated. The pathological morphological changes in the corresponding organs were observed, and blood routine and serum biochemical indicators were measured, in order to assess the subacute toxicity of Shuangshu decoction. In pharmacodynamic experiments: 50 rats were divided into blank control group, model group, and Shuangshu decoction low-, medium-, and high-dose groups (9.45, 18.9, 37.8 g/kg), with 10 rats in each group. Except for blank control group, rats in all other groups were used to establish the FD rat model by subcutaneous injection of loperamide (3.5 mg/kg). Rats in each group were administered the corresponding drug solution/normal saline intragastrically, once a day, for 14 consecutive days. After the last medication, fecal moisture content, intestinal propulsion rate, gastric emptying rate and serum level of motilin were all detected, and interstitial cell of Cajal (ICC) ultrastructure of rats was observed in colon tissue. RESULTS The safety experiments showed that no death occurred in each dose group, and no significant difference was found in organ coefficient, routine blood and serum biological index, compared to blank control group (P>0.05); no abnormality was found in organ appearance and pathological sections. The results of the pharmacodynamic experiments showed that, compared with the blank control group, the fecal moisture content, gastric emptying rate, intestinal propulsion rate, and serum motilin levels in the model group were significantly decreased (P<0.05); in the colonic tissue, the mitochondria in the ICC exhibited severe swelling with the disappearance of cristae, and the endoplasmic reticulum was dilated. Compared with model group, the rats in Shuangshu decoction high-dose group showed significant increases in the above quantitative indicators (P< 0.05); additionally, there was a large number of mitochondria in the ICC of the colonic tissue, with clear cristae and regular arrangement. CONCLUSIONS Shuangshu decoction is safe and has a beneficial improving effect on FD rats; its mechanism of action may be related to the regulation of gastrointestinal hormone expression to promote gastric emptying and intestinal propulsion, as well as the repair of mitochondrial structure in ICCs to restore gastrointestinal function.
9.Effects of different nucleus chopping methods on cornea and tear inflammatory indicators in patients with hard nucleus cataract
Li JIANG ; Lei YANG ; Yuanyuan ZHONG ; Furong LIAO ; Yumeng BAO ; Pengcheng ZHANG
International Eye Science 2025;25(6):951-957
AIM: To compare the effects of different nucleus chopping methods on the central corneal thickness, corneal endothelial cell(CEC)count and tear inflammatory indicators in patients with hard nucleus cataract.METHODS: Retrospective study. Totally 89 patients(89 eyes)with hard nucleus cataract who treated in our hospital were included from January 2020 to December 2022. According to different intraoperative nucleus chopping methods, the patients were divided into reverse prechop group(46 eyes)and phaco-chop group(43 eyes). The total effective rate of surgery and visual acuity recovery were compared between the two groups. Corneal related indicators(central corneal thickness, CEC count, CEC area), tear inflammatory indicators and tear film function [tear film break-up time(BUT), Chinese Dry Eye Questionnaire(CDEQ), Schirmer Ⅰ test(SⅠt)] were observed before and after surgery in both groups, and the degree of corneal edema was evaluated.RESULTS: The effective phaco time, phaco energy and cumulative complex energy parameters in the phaco-chop group were longer or higher than those in the reverse prechop group(P<0.05). The macular retinal thickness in the reverse prechop group at 7 d and 1 mo after surgery was thinner than that in the phaco-chop group, the central corneal thickness at 3 and 7 d after surgery was also thinner than that in the phaco-chop group, the CEC count at 3 mo after surgery was more than that in the phaco-chop group, the CEC loss rate was lower than that in the phaco-chop group, and the CEC area at 3 mo after surgery was smaller than that in the phaco-chop group(P<0.05). The levels of tear TNF-α and IL-6 at 7 d and 1 mo after surgery in the reverse prechop group were lower than those in the phaco-chop group(P<0.05). The BUT at 1 and 3 mo after surgery was longer in the reverse prechop group than that in the phaco-chop group(P<0.05). The CDEQ score in the reverse prechop group was lower than that in the phaco-chop group at 1 and 3 mo after surgery(P<0.05). The SⅠt at 1 and 3 mo after surgery was higher in the reverse prechop group compared with that in the phaco-chop group(P<0.05). The degree of corneal edema at 1 d after surgery was milder in the reverse prechop group than that in the phaco-chop group(P<0.05). CONCLUSION: Compared with phaco-chop, the application of reverse-chopper prechop combined with phacoemulsification can better reduce the ultrasonic energy in the treatment of hard nuclear cataract, and it is more conducive to reducing the postoperative inflammatory degree, improving the tear film function and relieving the corneal edema degree.
10.Efficacy comparison of small-incision horizontal space nuclear splitting surgery with phacoemulsification in the treatment of hard nuclear cataract
Furong LIAO ; Lei YANG ; Yumeng BAO
International Eye Science 2025;25(6):958-961
AIM: To investigate the efficacy of small-incision horizontal space nuclear splitting surgery and phacoemulsification combined with regional refractive multifocal intraocular lens(MIOL)implantation in the treatment of hard nuclear cataract.METHODS:A retrospective analysis was performed for 288 patients(288 eyes)with hard nuclear cataract who admitted to our hospital from January 2022 to December 2023, and they were divided into control group(144 eyes treated with phacoemulsification and regional refractive MIOL)and observation group(144 eyes treated with small-incision horizontal space nuclear splitting surgery and regional refractive MIOL)according to different treatment methods. The operation time, pre- and post-operative best corrected visual acuity, astigmatism, central corneal thickness, corneal endothelial density, tear film function, and complications were compared between the two groups.RESULTS:There was no difference in operation time between the two groups(P>0.05). There was no difference in the preoperative and 3 mo postoperative best corrected visual acuity(all P>0.05), and the best corrected visual acuity of the two groups at 3 mo postoperatively was improved compared with the preoperative level(all P<0.05). There were differences in central corneal thickness, corneal endothelial density and astigmatism between the two groups at 1 wk and 3 mo after surgery(all P<0.05). There were differences in breakup time(BUT)and ocular surface disease index(OSDI)scores between the two groups at 1 wk after surgery(all P<0.001), and the incidence of complications in the observation group(4.2%)was significantly lower than that in the control group(18.1%; P<0.001).CONCLUSION:Both surgical methods can effectively treat patients with hard nuclear cataracts, and small-incision horizontal space nuclear splitting surgery combined with regional refractive MIOL implantation has less corneal damage and fewer complications.

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