1.Construction, Validation, and Application of Diagnostic Model Integrating Traditional Chinese and Western Medicine for Coronary Artery Stenosis Complicated with Cardiovascular-kidney-metabolic Syndrome
Shidian ZHU ; Yanlin LIU ; Fuming LIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):170-181
ObjectiveFrom the perspective of cardiovascular-kidney-metabolic (CKM) syndrome, this study aims to construct and validate a diagnostic machine learning model integrating traditional Chinese and Western medicine for severe coronary artery stenosis in patients with CKM, thereby providing clinical decision-making support for patients with borderline lesions. MethodsBased on a retrospective study design, a total of 535 hospitalized patients from two independent campuses of Jiangsu Province Hospital of Traditional Chinese Medicine: the main campus (from January 2024 to August 2024) and Zidong branch (from September 2024 to December 2024) were screened. Data from the main campus were randomly divided into the training dataset (376 cases) and the internal validation dataset (95 cases) at a 4∶1 ratio, while data from Zidong branch served as the external validation dataset (64 cases). Risk factors were analyzed and screened through literature review, expert interviews, and the least absolute shrinkage and selection operator (LASSO) algorithm. Nine machine learning algorithms were utilized to construct diagnostic models. Comparative analyses of common evaluation metrics, calibration curves, and decision curves were conducted to select the model through internal and external validation. The Shapley additive explanations (SHAP) method and two cases were utilized to help understand the operational logic of the best model. Finally, the best model was applied to patients with borderline lesions to calculate diagnostic efficacy. ResultsNine risk factors were screened by LASSO regression, such as phlegm, hematoma, stagnation, deficiency, hypertension duration, gender, arterial stiffness index (ASI), uric acid to high-density lipoprotein cholesterol ratio (UHR), and glycosylated hemoglobin (HbA1c). After comparison from multiple dimensions, the light gradient boosting machine (LightGBM) was the best model, achieving area under the curve (AUC) of 0.918 (95% confidence interval (CI): 0.890-0.945) in the training dataset, 0.885 (95%CI: 0.820-0.951) in the internal validation dataset, and 0.897 (95%CI: 0.818-0.975) in the external validation dataset. Calibration curves indicated good consistency in the predicted probabilities, while decision curve analysis showed clinical benefit when threshold probabilities were less than 90%. SHAP importance rankings were stagnation, deficiency, hematoma, HbA1c, gender, phlegm, hypertension duration, ASI, and UHR. When applied to the patients with borderline lesions, the diagnostic model achieved an AUC of 0.783 (95%CI: 0.637-0.930), with 73% of patients with actual severe stenosis getting benefit. ConclusionGuided by clinical value, the diagnostic model integrating traditional Chinese and Western medicine established in this study demonstrates favorable performance, providing a basis for clinical diagnosis, treatment, and decision-making in patients with CKM.
2.Construction, Validation, and Application of Diagnostic Model Integrating Traditional Chinese and Western Medicine for Coronary Artery Stenosis Complicated with Cardiovascular-kidney-metabolic Syndrome
Shidian ZHU ; Yanlin LIU ; Fuming LIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):170-181
ObjectiveFrom the perspective of cardiovascular-kidney-metabolic (CKM) syndrome, this study aims to construct and validate a diagnostic machine learning model integrating traditional Chinese and Western medicine for severe coronary artery stenosis in patients with CKM, thereby providing clinical decision-making support for patients with borderline lesions. MethodsBased on a retrospective study design, a total of 535 hospitalized patients from two independent campuses of Jiangsu Province Hospital of Traditional Chinese Medicine: the main campus (from January 2024 to August 2024) and Zidong branch (from September 2024 to December 2024) were screened. Data from the main campus were randomly divided into the training dataset (376 cases) and the internal validation dataset (95 cases) at a 4∶1 ratio, while data from Zidong branch served as the external validation dataset (64 cases). Risk factors were analyzed and screened through literature review, expert interviews, and the least absolute shrinkage and selection operator (LASSO) algorithm. Nine machine learning algorithms were utilized to construct diagnostic models. Comparative analyses of common evaluation metrics, calibration curves, and decision curves were conducted to select the model through internal and external validation. The Shapley additive explanations (SHAP) method and two cases were utilized to help understand the operational logic of the best model. Finally, the best model was applied to patients with borderline lesions to calculate diagnostic efficacy. ResultsNine risk factors were screened by LASSO regression, such as phlegm, hematoma, stagnation, deficiency, hypertension duration, gender, arterial stiffness index (ASI), uric acid to high-density lipoprotein cholesterol ratio (UHR), and glycosylated hemoglobin (HbA1c). After comparison from multiple dimensions, the light gradient boosting machine (LightGBM) was the best model, achieving area under the curve (AUC) of 0.918 (95% confidence interval (CI): 0.890-0.945) in the training dataset, 0.885 (95%CI: 0.820-0.951) in the internal validation dataset, and 0.897 (95%CI: 0.818-0.975) in the external validation dataset. Calibration curves indicated good consistency in the predicted probabilities, while decision curve analysis showed clinical benefit when threshold probabilities were less than 90%. SHAP importance rankings were stagnation, deficiency, hematoma, HbA1c, gender, phlegm, hypertension duration, ASI, and UHR. When applied to the patients with borderline lesions, the diagnostic model achieved an AUC of 0.783 (95%CI: 0.637-0.930), with 73% of patients with actual severe stenosis getting benefit. ConclusionGuided by clinical value, the diagnostic model integrating traditional Chinese and Western medicine established in this study demonstrates favorable performance, providing a basis for clinical diagnosis, treatment, and decision-making in patients with CKM.
3.Diagnostic value of serum lncRNA H19 and miR-22-3p in patients with acute myocardial infarction
Sheng ZHAO ; Dinghong LIU ; Mengyu ZHU ; Li RONG ; Wei CHENG ; Yanlin GAO
Acta Universitatis Medicinalis Anhui 2026;61(5):855-860
ObjectiveTo explore the expression levels of long non-coding RNA (lncRNA) H19 and microRNA-22-3p (miR-22-3p) in the serum of patients with acute myocardial infarction (AMI) and their diagnostic value for AMI. MethodsA total of 176 AMI patients were selected as the experimental group and were divided into ST-segment elevation myocardial infarction (STEMI) group (n=95) and non-ST-segment elevation myocardial infarction (NSTEMI) group (n=81) based on their medical history and electrocardiogram. Meanwhile, 156 patients with negative angiography during the same period were selected as the control group (CON group). The relative expression levels of lncRNA H19 and miR-22-3p in the serum of the two groups were detected by real-time fluorescence quantitative polymerase chain reaction. The diagnostic value of miR-22-3p and lncRNA H19 in AMI was evaluated by receiver operating characteristic curve (ROC) analysis. The levels of serum cardiac troponin I (cTnI), creatine kinase (CK), creatine kinase MB isoenzyme (CK-MB), and high-sensitivity C-reactive protein (CRP) were detected in all study subjects. Spearman correlation analyses were used to evaluate the correlations between lncRNA H19 and miR-22-3p and cTnI, CK, CK-MB and CRP. ResultsCompared with the control group, the expression level of lncRNA H19 was upregulated and the expression level of miR-22-3p was downregulated in the AMI group (all P<0.01); compared with the NSTEMI group, the expression level of lncRNA H19 was upregulated and the expression level of miR-22-3p was downregulated in the STEMI group (P<0.01). The areas under the ROC curves (AUC) for the diagnosis of AMI by miR-22-3p, lncRNA H19 and their combination were 0.555, 0.977, and 0.983, respectively. lncRNA H19 was positively correlated with cTnI, CK, CK-MB and CRP (P<0.05), and negatively correlated with left ventricular ejection fraction (LVEF) (P<0.001); miR-22-3p was negatively correlated with cTnI, CK and CRP, and positively correlated with LVEF (P<0.05). ConclusionThe expression level of lncRNA H19 is elevated and the expression level of miR-22-3p decreased in AMI patients, and their levels may have potential value as an auxiliary biomarker for AMI diagnosis and cardiac function assessment.
4.lncRNA DLEU2 regulates IKKα-mediated 131I resistance in thyroid carcinoma TPC-1 cells via the EZH2/H3K27me3 axis
ZOU Huangren ; LIU Yanlin ; ZHANG Lu ; BAI Yuke ; GAO Rui ; QIN Tiantian ; FANG Ruotong ; DENG Ziyong
Chinese Journal of Cancer Biotherapy 2026;33(4):363-372
[摘 要] 目的:探讨lncRNA DLEU2通过EZH2/H3K27me3途径调控IKKα介导甲状腺癌(TC)放射性碘抵抗的作用机制。方法:利用TCGA数据库分析TC中DLEU2的表达及其与EZH2的相关性。构建放射性碘抵抗的TPC-1细胞(RR-TPC-1细胞)模型及裸鼠移植瘤模型,通过敲低或过表达DLEU2(si-DLEU2/OE-DLEU2)、抑制EZH2(UNC1999)、过表达IKKα(OE-IKKα)进行干预,采用qPCR、WB、RIP、ChIP、CCK-8、流式细胞术、TUNEL染色及体内成瘤实验检测基因与蛋白表达、表观修饰、细胞增殖、凋亡及肿瘤生长。结果:TCGA分析显示,DLEU2在TC组织中显著上调(P < 0.001),与患者不良预后相关(P = 0.008 4),且与EZH2表达呈正相关(r = 0.390, P < 0.001);RIP证实EZH2与DLEU2存在相互作用/结合(P < 0.05)。体外实验表明,敲低DLEU2可显著下调RR-TPC-1细胞中EZH2、IKKα表达及H3K27me3修饰水平,抑制NF-κB通路活化(P < 0.05或P < 0.01),抑制细胞增殖、促进凋亡(均P < 0.05)。联合敲低DLEU2与抑制EZH2进一步增强上述效应,而过表达IKKα则可部分逆转上述效应(P < 0.05或P < 0.01)。体内实验进一步证实,敲低DLEU2联合抑制EZH2可显著抑制移植瘤生长,增加肿瘤细胞凋亡(均P < 0.01);IKKα过表达则部分逆转上述抗肿瘤效应(P < 0.05或P < 0.01)。结论:lncRNA DLEU2通过招募EZH2催化H3K27me3修饰,间接激活IKKα/NF-κB信号并形成正反馈环路,介导TPC-1细胞131I抵抗。
5.Prevalence of thyroid nodules and its association with metabolic syndrome in physical examination population of Mianyang Region
Yanlin PU ; Haitao XU ; Fang HE ; Jianrong SU ; Huiying ZHAO ; Yaozhou JIA ; Li LIU
Journal of Public Health and Preventive Medicine 2026;37(3):151-154
Objective To investigate the prevalence of thyroid nodules in the physical examination population in Mianyang region and analyze its association with metabolic syndrome. Methods A retrospective study was conducted on 9 978 individuals who underwent health examinations at our hospital from January 2024 to May 2025. Thyroid examinations were performed using color Doppler ultrasound to analyze the prevalence of thyroid nodules in this population. Clinical data of all subjects were collected, and logistic regression analysis was employed to assess the association between metabolic syndrome and the risk of thyroid nodule development. Results The prevalence of thyroid nodules in the physical examination population of Mianyang region was 17.98% (1 794/9 978). The logistic regression results showed that after adjusting for gender, age, BMI, occupation, consumption of non-iodized salt, staying up late, daily sleep duration, anxiety, and depression, metabolic syndrome (OR=6.593, 95% CI: 3.961-10.975) was associated with thyroid nodules (P<0.05). Conclusion The prevalence of thyroid nodules among the physical examination population in the Mianyang area is 17.98%, and metabolic syndrome remains associated with the risk of thyroid nodules after effectively controlling for confounding factors.
6.A proximity-induced chimera platform for targeted protein arginine methylation.
Yanlin JIAN ; Tianyang ZHOU ; Chendong GUO ; Yibo GAO ; Chen YAO ; Zixi WANG ; Xuehan JIANG ; Ke WANG ; Jian MA ; Yang GAO ; Yizeng FAN ; Jing LIU ; Bohan MA ; Lei LI
Acta Pharmaceutica Sinica B 2025;15(5):2625-2639
Arginine methylation is a critical post-translational modification that plays multifaceted biological functions. However, the manipulation of protein arginine methylation largely depends on genetic or pharmaceutic inhibition of the regulatory enzymes, protein arginine methyltransferases (PRMTs), or non-methylation substitution of corresponding arginine residue to lysine or alanine of protein of interest (POI), which inevitably affects other substrates, or disrupts the structure of POI. Thus, it urges an approach to specifically modulate the arginine methylation of a POI under physiological conditions. To this end, we report the discovery of a methylation tagging system (MeTAG), that enables targeted modification of protein arginine methylation. Through bridging the methyltransferase PRMT5 proximity to a POI, MeTAG facilitates the arginine methylation of POIs, including known arginine methylated proteins, androgen receptor (AR) and protein kinase B (AKT), as well as a neo-substrate E1A binding protein (p300), in a reversible and PRMT5-dependent manner. Moreover, MeTAG can regulate downstream signaling in a methylation dependent manner, leading to downregulation of PSMA mRNA level and activation of AKT. Therefore, MeTAG represents a feasible approach to modulate protein methylation and thereby perturbs protein function in biological and therapeutic contexts.
7.CAO Yuxia's Experience in Treating Congenital Preauricular Fistula Infection and Abscess with SHI's Thick Fire Needle Based on the Theory of"Treating Fire Depression with Effusion"
Qianqian LIU ; Yanlin ZHANG ; Yangjing DUAN
Journal of Zhejiang Chinese Medical University 2025;49(6):747-750
[Objective]To introduce Director CAO Yuxia's experience in treating congenital preauricular fistula infection and abscess with SHI's thick fire needle based on the thought of"treating fire depression with effusion".[Methods]By following the clinical works and case collation,the basic pathomechanism of congenital preauricular fistula infection and abscess was elaborated,and the innovative use of SHI's thick fire needle based on the therapeutic principle of"treating fire depression with effusion"to implement the"burnt needle robbing and stabbing"method was analyzed,and Director CAO's clinical experience in treating this disease by using SHI's thick fire needle and robbing stabbing method based on the therapeutic principle of"treating fire depression with effusion"was summarized,and a medical case was presented to support it.[Results]Director CAO believes that the disease was caused by the accumulation of heat and the decay into pus.The treatment should be based on the theory of"treating fire depression with effusion".For the first time,she proposes and adopts one of the new nine needles,SHI's thick fire needle,to quickly stab and eliminate pus,which can obtain the effect of"discharging heat,expelling pus,eliminating pathogens and stopping pain".In the medical case cited,the patient was suffered from this disease,combining the tongue and pulse with symptoms,he was identified as the syndrome of the accumulation of fire-heat toxin.Therefore,the key treatment principle was to eliminate pathogens and expel pus,relieve heat and resolve toxin,and after once fire needle treatment,good effect was obtained.[Conclusion]Director CAO treats congenital preauricular fistula infection and abscess,focusing on the"treating fire depression with effusion"principle,taking the fire and heat nature of fire needle and exerting the effect of"opening the way to eliminate pathogens,and expelling heat with heat",and achieves better clinical efficacy.The experience can provide ideas for the treatment of fire-heat and toxicity-containing diseases,which is worthy of clinical reference.
8.Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury (version 2025)
Kai HUANG ; Lunhao BAI ; Qing BI ; Hong CHEN ; Jiwu CHEN ; Xuesong DAI ; Wenyong FEI ; Weili FU ; Zhizeng GAO ; Lin GUO ; Yinghui HUA ; Jingmin HUANG ; Suizhu HUANG ; Xuan HUANG ; Jian LI ; Qiang LI ; Shuzhen LI ; Yanlin LI ; Yunxia LI ; Zhong LI ; Ning LIU ; Yuqiang LIU ; Wei LU ; Hongbin LYU ; Haile PAN ; Xiaoyun PAN ; Chao QI ; Weiliang SHEN ; Luning SUN ; Jin TANG ; Zimin WANG ; Bide WANG ; Ru WANG ; Shaobai WANG ; Licheng WEI ; Weidong XU ; Yongsheng XU ; Jizhou YANG ; Liang YANG ; Rui YANG ; Hongbo YOU ; Tengbo YU ; Jiakuo YU ; Bing YUE ; Hua ZHANG ; Hui ZHANG ; Qingsong ZHANG ; Xintao ZHANG ; Jiajun ZHAO ; Lilian ZHAO ; Qichun ZHAO ; Song ZHAO ; Jiapeng ZHENG ; Jiang ZHENG ; Zhi ZHENG ; Jingbin ZHOU ; Jinzhong ZHAO
Chinese Journal of Trauma 2025;41(4):325-338
With the rapid development of competitive sports, the incidence of anterior cruciate ligament (ACL) injury is on the rise. Such injuries may shorten athletes′ career and lead to other long-term adverse consequences. Although athletes generally recover well after ACL reconstruction, many still struggle to return to their pre-injury performance levels. Advances in the understanding of ACL anatomy and injury mechanisms, along with the evolution of surgical techniques and rehabilitation methods, have provided more individualized and tailored options for athletes following ACL injuries. However, there is currently no consensus in China regarding surgical and rehabilitation strategies for competitive athletes aiming to return to sports after ACL injuries. To this end, the Sports Medicine Committee of the Chinese Research Hospital Association and the Editorial Board of the Chinese Journal of Trauma jointly formulated the Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury ( version 2025), and presented 14 recommendations covering surgical indications, preoperative rehabilitation, surgical timing, surgical strategies and postoperative rehabilitation strategies, aiming to improve the surgical treatment and rehabilitation system for ACL injuries in competitive athletes and facilitate their return to high-level sports performance after injury.
9.A case of primary microcephaly associated with compound heterozygous variants of WDR62 gene
Lihua YU ; Xingwang WANG ; Ling LIU ; Yukun ZENG ; Yiming QI ; Yanlin HUANG ; Hongke DING
Chinese Journal of Medical Genetics 2025;42(2):175-179
Objective:To explore the genetic basis for a girl with primary microcephaly and growth retardation.Methods:A girl who was admitted to Guangdong Maternal and Child Health Care Hospital in was selected as the study subject. Peripheral blood samples were collected from the child and her parents. Trio whole exome sequencing was carried out, and candidate variants were verified by Sanger sequencing and bioinformatic analysis. This study was approved by the Medical Ethnics Committee of Guangdong Maternal and Child Health Care Hospital (Ethics No. 202201278).Results:DNA sequencing revealed that the child has harbored compound heterozygous variants of the WDR62 gene, including a frameshifting c. 2963delC (p.Pro988Argfs*80) variant in exon 24 which was inherited from the unaffected father, and a nonsense c.3163G>T (p.Glu1055*) variant in exon 26, which was inherited from her unaffected mother. Both variants were predicted to affect the reading frame of the WDR62 gene. Conclusion:Based on the clinical manifestations, results of genetic testing and pedigree analysis, the compound heterozygous variants were predicted to underlay the pathogenesis of microcephaly and growth retardation in this child. Above discovery has expanded the mutational spectrum for WDR62-associated Primary microcephaly type 2, and facilitated genetic counseling for the family.
10.Analysis on adverse treatment outcome of rifampicin-resistant tuberculosis patients and influencing factors in 9 provinces in China, 2017-2021
Huijuan SUN ; Xiaoqiu LIU ; Wei SU ; Tao LI ; Yanlin ZHAO ; Wei CHEN
Chinese Journal of Epidemiology 2025;46(2):188-195
Objective:To analyze the incidence of adverse treatment outcome of rifampicin-resistant tuberculosis (RR-TB) patients and influencing factors in 9 provinces in China.Methods:The information about the basic characteristics, diagnosis and treatment of RR-TB patients registered from January 1, 2017 to December 31, 2021 in 9 provinces (Beijing, Jilin, Shanghai, Jiangsu, Zhejiang, Hubei, Henan, Yunnan and Guizhou) were collected from the tuberculosis information management sub-system of China Disease Control and Prevention Information System for a descriptive analysis, and the influencing factors of adverse treatment outcome were identified by binary logistic regression analysis.Results:In 18 204 RR-TB patients in this study a total of 6 852 had adverse treatment outcomes (37.64%). Treatment failure occurred in 1 031 patients, 1 272 patients died, 2 284 patients were lost to follow-up, and 2 265 patients were not evaluated. The results of multivariate logistic regression analysis showed that being man (a OR=1.54, 95% CI: 1.43-1.66), age ≥65 years (a OR=2.42, 95% CI: 2.20-2.67), being from other ethnic groups (a OR=1.18, 95% CI: 1.03-1.35), being farmer (a OR=1.22, 95% CI: 1.13-1.32), being retired with honours or being retired (a OR=1.16, 95% CI: 1.00-1.35) and being floating population (a OR=1.23, 95% CI: 1.13-1.34), re-treatment (a OR=1.33, 95% CI: 1.24-1.42), long-term treatment therapy (a OR=3.26, 95% CI: 2.52-4.23), living in central provinces (a OR=2.76, 95% CI: 2.55-2.99), living in western provinces (a OR=2.31, 95% CI: 2.08-2.57) were the influencing factors for adverse treatment outcome of RR-TB. Conclusions:The incidence of adverse outcomes in RR-TB patients in 9 provinces in China was higher from 2017 to 2021. There were many influencing factors associated with adverse treatment outcome in RR-TB patients, especially the area specific factors. The national tuberculosis control program should strengthen the follow-up and treatment management of RR-TB in men, the elderly, floating population, people in central and western provinces and other key groups, actively promote the short-term treatment program and improve the allocation of medical resources to reduce the influencing for adverse treatment outcomes in RR-TB patient.


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