1.Influencing factors for calcium salt deposition in patients with alveolar echinococcosis
Zitong XIONG ; Zhiyi LIN ; Yanxin HUANG ; Fuzhong FANG ; Zhengzhan WU ; Zirui XIN ; Chunxia HU ; Jiayu ZHOU ; Yuan YAO ; Hongwei ZHANG
Journal of Clinical Hepatology 2026;42(2):372-379
ObjectiveTo investigate the imaging features of calcium salt deposition and serological markers in patients with alveolar echinococcosis through a retrospective analysis, as well as independent risk factors for the degree of calcium salt deposition in lesions, and to provide a basis for assessing disease process. MethodsA retrospective analysis was performed for the imaging and clinical data of 107 patients with alveolar echinococcosis who were admitted to The First Affiliated Hospital of Shihezi University from December 2023 to June 2025, and according to the volume of calcium salt deposition, they were divided into non-deposition group with 16 patients, mild deposition group with 52 patients, moderate deposition group with 16 patients, and severe deposition group with 23 patients. A one-way analysis of variance or the Kruskal-Wallis H test was used for comparison of continuous data between groups, and the χ2 test or Fisher’s exact test was used for comparison of categorical data between groups. The four groups were further combined into the low deposition group (no/mild deposition) and the high deposition group (moderate/severe deposition). A binary logistic regression analysis was used to investigate the independent influencing factors for calcium salt deposition, and a predictive model was established. The receiver operating characteristic (ROC) curve was used to assess the predictive performance of the model, and the Bootstrap method was used for internal validation. ResultsThere were significant differences between the four groups in sex distribution, involvement of other sites, white blood cell count, lymphocyte percentage, fibrinogen, uric acid, sodium ion, chloride ion, and calcium ion (all P<0.05). The univariate analysis showed that there were significant differences between the four groups in sex, involvement of other sites, white blood cell count, lymphocyte percentage, fibrinogen, alanine aminotransferase, albumin, creatinine, uric acid, sodium ion, chloride ion, and calcium ion (all P<0.1). The multi-collinearity diagnosis showed that the VIF values for all continuous variables ranged from 1.104 to 1.760, suggesting that collinearity did not affect modeling. An ordinal logistic regression model was established based on sex, involvement of other sites, calcium ion, lymphocyte percentage, and uric acid. The multivariate analysis showed that lymphocyte percentage (odds ratio [OR]=1.106, 95% confidence interval [CI]: 1.041 — 1.174, P=0.001) and blood calcium level (OR=0.005, 95%CI: 0.000 —0.230, P=0.007) were independent influencing factors for the degree of calcium salt deposition. The regression equation was established as Logit(P)=8.231 + 0.100 × lymphocyte percentage -5.344 × calcium ion. The ROC curve analysis showed that the model had an area under the ROC curve of 0.716, with a Youden index of 0.353, a sensitivity of 1.000, and a specificity of 0.353. The Hosmer-Lemeshow test showed that the model had poor calibration (χ2=20.688, P=0.008). The Bootstrap method with 1000 repeated samples showed that the estimated values of lymphocyte percentage (OR=1.106, 95%CI: 1.049 — 1.186, P=0.002) and calcium ion (OR=0.005, 95%CI: 0.000 — 0.214, P=0.010) were consistent with the original model, and the confidence intervals did not include 1, which further supported the reliability of the model. ConclusionBoth lymphocyte percentage and blood calcium level are independent influencing factors for calcium salt deposition in alveolar echinococcosis, and the degree of calcium salt deposition in alveolar echinococcosis lesions increases with the reduction in blood calcium level and the increase in lymphocyte percentage.
2.Construction and practice of application model for localized large language model in preoperative medication reconciliation for gastric cancer
Yuxuan ZHU ; Jizhong ZHANG ; Yuhao SUN ; Jiayu WEN ; Xin LIU ; Jifu WEI ; Lingli HUANG
China Pharmacy 2026;37(8):1062-1067
OBJECTIVE To construct a preoperative medication reconciliation model assisted by a localized large language model (LLM) for gastric cancer and evaluate its clinical efficacy. METHODS A total of 249 gastric cancer patients with a history of continuous medication before admission in the Gastric Surgery Department of Jiangsu Cancer Hospital were retrospectively enrolled. Patients were divided into training set (154 cases) and validation set (95 cases) based on the order of time. Based on guidelines, drug package inserts, and other evidence, a standardized medication reconcili ation process and a structured knowledge base were constructed. DeepSeek-V3 LLM was deployed privately in the hospital, combined with retrieval-augmented generation technology, to achieve automated integration of medication information, risk screening, and generation of personalized recommendations. The quality of LLM-generated recommendations was evaluated using automatic metrics (BERT Score and ROUGE-1, 2, L) and manual scoring [seven-dimensional index (7DI) ] . Spearman correlation analysis was performed to explore the correlation between automatic scores and manual scores. Cronbach’s α coefficient was used to test the internal consistency of manual scoring results. The time consumed by manual and LLM-assisted medication reconciliation was compared across tasks of different difficulty levels (simple, moderate, and high). RESULTS A structured knowledge base covering 8 major drug categories was finally established, covering common and high-risk preoperative medication scenarios and providing structured retrieval support for the LLM. For automatic evaluation, the precision, recall, and F1-score of BERT Score were 0.783±0.033, 0.811±0.038, and 0.796±0.028, respectively. The F1-scores of ROUGE-1, ROUGE-2 and ROUGE-L were 0.566±0.067, 0.338±0.076 and 0.468±0.082, respectively. The 7DI scores from three manual raters ranged from 32.06 to 33.45. The F1-score of automatic scoring was significantly positively correlated with the 7DI score of manual scoring (maximum coefficient of determination=0.611, P <0.001), and the internal consistency of manual scoring was good (Cronbach’s α = 0.876). In terms of efficiency, LLM-assisted medication reconciliation reduced time consumption by more than 90% compared with manual reconciliation in the simple, moderate, and high-difficulty groups ( P <0.001). CONCLUSIONS The medication reconciliation model constructed based on a localized LLM and structured knowledge base shows high accuracy, consistency, and clinical applicability in complex preoperative medication scenarios for gastric cancer. It can improve the efficiency of medication reconciliation and reduce potential medication risks.
3.New trends and new strategies of drug repurposing: 2020–2024
Fangsu CHEN ; Junjie YANG ; Jiayu DU ; Shimiao HUANG ; Yuxuan ZHANG ; Qidong YOU ; Lei WANG ; Qiuyue ZHANG
Journal of China Pharmaceutical University 2026;57(1):11-18
The research and development of innovative drug have progressed remarkably, but the long development circle and high failure rate have become the bottleneck. Drug repurposing, discovering new indications of approved drugs, is a strategy to overcome these obstacles. By exploring new indications for approved drugs, rapid progress has been made in basic research and clinical translation in recent years. Rich resources of drugs, proven security, efficient development workflow and reduced cost are core advantages of this strategy, making the strategy a crucial direction of optimizing the pipeline of drug research and development. This review systematically summarizes drug repurposing cases that have received clinical approval over the past five years, and proposes core strategies for drug repurposing, including approaches based on targets, pathways, drug similarity, post-treatment phenotypes, and clinical side effects, aiming to provide some strategic guidance for drug repurposing efforts.
4.Research progress of CRISPR/Cas9 in genetically inherited eye diseases
Zhangyu LIU ; Xun QIN ; Jiayu HUANG ; Qin JIANG
International Eye Science 2025;25(6):912-917
Currently, researchers have identified several mutated genes associated with hereditary eye diseases; however, effective therapeutic options remain scarce. The emergence of clustered regularly interspaced short palindromic repeats(CRISPR)and its associated proteins(CRISPR-associated proteins, Cas)offers a promising approach for treating these diseases. CRISPR/Cas9 enables precise targeting and modification of specific genetic sequences, allowing for the correction of mutated genes, as well as knockout or replacement of pathogenic genes to achieve therapeutic effects. In ophthalmology, CRISPR/Cas9 has been applied to various hereditary eye disorders, including corneal dystrophy, congenital cataracts, glaucoma, and retinitis pigmentosa. Additionally, significant progress has been made to utilize CRISPR/Cas9 to develop disease models. Therefore, it has great potential for clinical applications. However, challenges such as delivery efficiency and off-target effects remain. This review summarizes the mechanism of CRISPR/Cas9, its applications in genetic eye diseases and disease models, as well as the existing challenges, aiming to provide new insights for treatment.
5.Progress and challenges of poly (L-lactic acid) membrane in preventing tendon adhesion.
Jiayu ZHANG ; Xiaobei HU ; Jiayan SHEN ; Yuanji HUANG ; Shen LIU
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(9):1212-1218
OBJECTIVE:
To review the research progress and challenges of poly (L-lactic acid) (PLLA) membrane in preventing tendon adhesion.
METHODS:
The relevant literature at home and abroad in recent years was extensively searched, covering the mechanism of tendon adhesion formation, the adaptation challenge and balancing strategy of PLLA, the physicochemical modification of PLLA anti-adhesion membrane and its application in tendon anti-adhesion. In this paper, the research progress and modification strategies of PLLA membranes were systematically reviewed from the three dimensions of tissue adaptation, mechanical adaptation, and degradation adaptation.
RESULTS:
The three-dimensional adaptation of PLLA membrane is optimized by combining materials (such as hydroxyapatite, polycaprolactone), structural design (multilayer/gradient membrane), and drug loading (anti-inflammatory drug). The balance between anti-adhesion and pro-healing is achieved, the mechanical adaptation significantly improve, and degradation is achieved (targeting the degradation cycle to 2-4 weeks to cover the tendon repair period).
CONCLUSION
In the future, it is necessary to identify the optimal balance point of three-dimensional fitness, unify the evaluation criteria and solve the degradation side effects through the co-design of physicochemical modification and drug loading system to break through the bottleneck of clinical translation.
Tissue Adhesions/prevention & control*
;
Polyesters/chemistry*
;
Humans
;
Biocompatible Materials/chemistry*
;
Tendons/surgery*
;
Membranes, Artificial
;
Tendon Injuries/surgery*
;
Wound Healing
;
Animals
;
Durapatite/chemistry*
6.Nobiletin,an active ingredient of Fructus Aurantii,attenuates Ang Ⅱ-in-duced cardiac hypertrophy by inhibiting cardiomyocyte pyroptosis
Min TAN ; Jing CHEN ; Yi ZENG ; Jiayu CHEN ; Xianqing WANG ; Shan HUANG ; Yi CAI
Chinese Journal of Pathophysiology 2025;41(3):472-480
AIM:This study aimed to identify the key active components and signaling pathways in the tradi-tional Chinese medicine Fructus Aurantii that contribute to the prevention and treatment of cardiac hypertrophy,along with experimental validation.METHODS:H9C2 cardiomyocytes were pretreated with nobiletin(NOB)for 1 h and then ex-posed to 100 nmol/L angiotensin Ⅱ(Ang Ⅱ)for 24 h.RT-qPCR was used to quantify the mRNA expression of hypertrophy-related genes,including atrial natriuretic peptide(ANP),brain natriuretic peptide(BNP)and myosin heavy chain 7(MYH7).Immunofluorescence staining was employed to assess the surface area of cardiomyocytes.Additionally,a kit was utilized to measure levels of pyroptosis-related factors such as lactate dehydrogenase(LDH),interleukin-1β(IL-1β),IL-18 and caspase-1,while Western blot was performed to evaluate the expression of gasdermin D and caspase-1.RESULTS:Network pharmacology analyses indicated that NOB is the key active component in Fructus Aurantii that regu-lates cardiac hypertrophy,potentially through the pyroptosis pathway.Further molecular biology experiments confirmed that NOB inhibits Ang Ⅱ-induced cardiac hypertrophy and pyroptosis.Furthermore,the involvement of the pyroptosis pathway was highlighted in the protective effects of NOB against cardiac hypertrophy.CONCLUSION:The active compo-nent NOB in the traditional Chinese medicine Fructus Aurantii alleviates cardiac hypertrophy by inhibiting pyroptosis.
7.Clinical characteristics of congenital atresia of the oval window
Jiayu PAN ; Meixin CHEN ; Yang WANG ; Xingyu HUANG ; Xiaoxi CHEN ; Zhaohui LIU ; Chunlin ZHANG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2025;60(10):1252-1258
Objective:To investigate the clinical features of patients with congenital atresia of the oval window (CAOW).Methods:A retrospective analysis was conducted on 7 cases (8 ears) of surgically confirmed CAOW treated at our department from July 2018 to July 2024. Among the cases, 1 patient had bilateral CAOW, and 4 patients had unilateral CAOW combined with other types of ossicular chain malformations in the contralateral ear. We collected and analyzed the clinical data, audiological features, and temporal bone HRCT results of all patients.Results:The 7 patients were diagnosed at ages ranging from 8 to 19 years, with a mean age of (13.2±6.9) years. None of the patients exhibited significant auricular deformities. All presented with conductive hearing loss or mixed hearing loss predominantly of the conductive type, with an intact tympanic membrane. The diagnosis of CAOW was confirmed via endoscopic tympanotomy, revealing a concave oval window area on the medial wall of the tympanic cavity, sealed by a bony plate. All 8 ears exhibited additional ossicular chain deformities. Stapes absence was present in all 8 ears. Partial absence of the incus long process was observed in 3 ears, while, abnormal bony connections between the incus long process and the promontory were seen in 4 ears, 1 ear had a short malleolar handle, 1 ear had a smaller than normal malleus volume. In addition, facial nerve deformities were found in 6 ears, with 4 ears showing bifurcation of the facial nerve and 2 ears showing facial nerve obscuration of the oval window. Pure-tone audiometry revealed that 62.5% (5/8 ears) of patients had air conduction (AC) thresholds≥60 dB preoperatively, with a mean pure-tone average (PTA) of (69.0±11.8) dB HL and a mean air-bone gap (ABG) of (52.0±7.0) dB. The mean AC threshold and ABG were higher in the low-frequency (125-1 000 Hz) range compared to the high-frequency (2 000-8 000 Hz) range (both P<0.05). Preoperative HRCT showed abnormalities in all patients, with 7 ears being diagnosable as CAOW. Although the remaining 1 ear could not be diagnosed as CAOW, stapes and incus long process absence were detected. Conclusion:CAOW is rare in clinical, as the patients with non-progressive conductive hearing loss (AC≥60 dB, ABG≥50 dB) since childhood, intact tympanic membrane without malformations of auricle and external auditory canal, and thick bony plate covered the oval window of the HRCT imaging, CAOW should be highly suspected, which could be confirmed by the exploratory tympanotomy.
8.Maribavir effectively treated three patients with human herpesvirus-6B infection after allogeneic hematopoietic stem cell transplantation
Chengwei JIN ; Su LI ; Luxiang WANG ; Jiayu HUANG ; Xiaoxia HU ; Zilu ZHANG
Chinese Journal of Hematology 2025;46(7):663-665
Human herpesvirus-6B (HHV-6B) reactivation is a significant contributor to nonrelapse mortality following allogeneic hematopoietic stem cell transplantation (allo-HSCT). This retrospective analysis describes three cases of HHV-6B reactivation following allo-HSCT, all of which achieved viral clearance with maribavir treatment following failure or intolerance to first-line antiviral therapy with foscarnet sodium. One patient diagnosed with HHV-6B encephalitis recovered without neurological sequelae. No adverse drug reactions to maribavir were observed. These findings provide preliminary evidence that maribavir may serve as an effective and safe salvage therapy for HHV-6B reactivation in patients receiving allo-HSCT.
9.Nrf2 alleviates CoCl2-induced proliferation and migration of rat pulmo-nary artery smooth muscle cells by reducing aerobic glycolysis
Sui ZHANG ; Jiayu HUANG ; Lili HE ; MUHETAER MAIREFUKA ; Qin LUO
Chinese Journal of Pathophysiology 2025;41(5):919-926
AIM:This study aims to investigate how nuclear factor E2-related factor 2(Nrf2)influences the proliferation of primary rat pulmonary artery smooth muscle cells(PASMCs)under CoCl2-induced hypoxic conditions,spe-cifically through the aerobic glycolysis pathway,and to elucidate its potential mechanisms of action.METHODS:Prima-ry Sprague-Dawley(SD)rat PASMCs were isolated via enzymatic digestion and exposed to 200 μmol/L CoCl2 to establish a chemical hypoxia cell model.Experiments were conducted at various time points(0,6,24 and 48 h)to assess changes in the protein expression of key aerobic glycolysis enzymes[pyruvate kinase M2(PKM2),lactate dehydrogenase A(LDHA)and monocarboxylate transporter 4(MCT4)]and proliferating cell nuclear antigen(PCNA)in PASMCs subjected to CoCl2 stimulation.The optimal concentrations of the Nrf2 activator dimethyl fumarate(DMF)and the inhibitor ML385 were de-termined using Western blot analysis.Subsequently,the cells were divided into four groups:normoxic control(NC)group,CoCl2 group,CoCl2+DMF group,and NC+ML385 group.The proliferation and migration abilities,along with the protein expression levels of HIF-1α,Nrf2,and key aerobic glycolysis enzymes,were assessed in PASMCs from each group.RESULTS:In the hypoxic model of rat PASMCs induced by CoCl2,Nrf2 protein levels significantly decreased over time(P<0.05),while the levels of key enzymes and PCNA protein significantly increased(P<0.05).Furthermore,the migratory capability of PASMCs was markedly enhanced(P<0.05).Under DMF intervention,the protein expression of key aerobic glycolysis enzymes decreased significantly,along with a reduction in the proliferation and migration abilities of rat PASMCs(P<0.05).Conversely,the experimental results showed opposite trends when Nrf2 expression was inhibit-ed by ML385(P<0.05).CONCLUSION:Nrf2 plays a crucial role in mitigating the proliferation and migration of chemi-cally hypoxic primary rat PASMCs by downregulating aerobic glycolysis.
10.The Application of gene augmentation and CRISPR/Cas9 gene editing to the treatment of neovascular fundus diseases
Xun QIN ; Zhangyu LIU ; Jiayu HUANG ; Jin YAO
Recent Advances in Ophthalmology 2025;45(3):233-237
Neovascular fundus diseases mainly include neovascular age-related macular degeneration(nAMD)and dia-betic retinopathy(DR).Pathological neovascular leakage and the subsequent retinal detachment are the main causes of se-vere visual impairment.Anti-vascular endothelial growth factor(VEGF)is the first-line treatment for neovascular fundus diseases,but it has shortcomings,such as the need for frequent intravitreal injections and poor patient compliance.With the annually increasing incidence of acquired neovascular fundus diseases like nAMD and DR,there is an urgent need for safer and more long-lasting treatment options.In recent years,the field of gene therapy has advanced rapidly,with thera-peutic strategies mainly involving gene supplementation and editing.The mechanism underlying gene therapy can be suc-cinctly described as the correction of pathological alterations induced by defective genes.This is achieved either by the in-troduction of exogenous functional genes to restore normal cellular processes or by directly editing aberrant genes at the ge-nomic level.Extensive basic and clinical research has demonstrated that gene therapy is both safe and effective.There are dozens of clinical trials on retinal gene therapy being carried out currently,focusing not only on inherited retinal diseases but also on neovascular fundus diseases.In this article,the application of the gene supplementation,clustered regularly in-terspaced short palindromic repeats(CRISPR)and CRISPR-associated protein 9(Cas9)system in the treatment of nAMD and DR is summarized.

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