Chinese Medical Journal最新文献

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Cancer and neurotransmitter receptors. 癌症和神经递质受体。
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-30 DOI: 10.1097/CM9.0000000000003656
Xiaoqiang Wang, Muyan Shi, Jie Tian, Weifeng Yu
{"title":"Cancer and neurotransmitter receptors.","authors":"Xiaoqiang Wang, Muyan Shi, Jie Tian, Weifeng Yu","doi":"10.1097/CM9.0000000000003656","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003656","url":null,"abstract":"<p><strong>Abstract: </strong>In recent years, growing evidence indicates that the nervous system plays an indispensable role in tumor development and metastasis. Elucidating crosstalk between the nervous system and tumor progression has thrived as a hot-topic and a new direction for understanding cancer pathogenesis. Notably, many novel discoveries have suggested that neurotransmitter receptors (NRs) are not only widely expressed in cancer cells, but also play key roles in regulating cancer initiation and progression by diverse approaches. In this review, we summarized the latest advance in cancer neuroscience, especially emphasizing the important roles of different NRs in cancer development and prevention. The exemplary studies presented herein illustrate the emerging view that NRs are profoundly influential, manifested in tumor growth, apoptosis, angiogenesis, metastasis, resistance to drugs, and participate in the formation of neural-cancer interactions. In addition, NRs also regulate cellular metabolic processes and tumor microenvironment (TME) remodeling. More importantly, numerous basic and clinical studies have suggested that NRs may be potential targets for cancer treatments, and corresponding agonists or antagonists have been identified effectively in controlling tumor growth and metastasis. In conclusion, NRs are emerging as novel targets for anti-cancer drug exploration and clinical cancer treatments, while trying to uncover deeper mechanisms and connections between NRs and cancer is of high clinical significance and translational value.</p>","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144207802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Long-term safety and effectiveness of roxadustat in Chinese patients with chronic kidney disease-anemia: The ROXSTAR registry. 罗沙他在中国慢性肾病-贫血患者中的长期安全性和有效性:ROXSTAR注册
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-29 DOI: 10.1097/CM9.0000000000003672
Xiaoying Du, Yaomin Wang, Haifeng Yu, Jurong Yang, Weiming He, Zunsong Wang, Dongwen Zheng, Xiaowei Li, Shuijuan Shen, Dong Sun, Weimin Yu, Detian Li, Changyun Qian, Yiqing Wu, Shuting Pan, Jianghua Chen
{"title":"Long-term safety and effectiveness of roxadustat in Chinese patients with chronic kidney disease-anemia: The ROXSTAR registry.","authors":"Xiaoying Du, Yaomin Wang, Haifeng Yu, Jurong Yang, Weiming He, Zunsong Wang, Dongwen Zheng, Xiaowei Li, Shuijuan Shen, Dong Sun, Weimin Yu, Detian Li, Changyun Qian, Yiqing Wu, Shuting Pan, Jianghua Chen","doi":"10.1097/CM9.0000000000003672","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003672","url":null,"abstract":"<p><strong>Background: </strong>Chronic kidney disease (CKD)-associated anemia (CKD-anemia) is associated with poor survival, and hemoglobin targets are often not achieved with current therapies. Phase 3 trials have demonstrated the treatment efficacy of roxadustat for CKD-anemia. This phase four study aims to evaluate the long-term (52-week) safety and effectiveness of roxadustat in a broad real-world patient population with CKD-anemia with and without dialysis in China.</p><p><strong>Methods: </strong>This Phase 4 multicenter, open-label, prospective study, conducted from 24 November 2020 to 11 November 2022, evaluated the long-term safety and effectiveness of roxadustat for CKD-anemia in China. Patients aged ≥18 years with CKD-anemia with or without dialysis were included. The initial oral dose was 70-120 mg (weight-based followed by dose adjustment) over 52 weeks. The primary endpoint was safety based on adverse events (AEs). The secondary endpoints were hemoglobin changes from baseline and the proportion of patients who achieved mean hemoglobin ≥100 g/L. Effectiveness evaluable populations 1 (EE1) and EE2 included roxadustat-naïve and previously roxadustat-treated patients, respectively. The safety analysis set (SAF) included all patients who received ≥1 dose.</p><p><strong>Results: </strong>The EE1, EE2, and SAF populations included 1804, 193, and 2021 patients, respectively. In the SAF, the mean age was 50 ± 14 years, and 1087 patients (53.8%) were male. Mean baseline hemoglobin was 96.9 ± 14.0 g/L in EE1 and 100.3 ± 12.9 g/L in EE2. In EE1, the mean (95% confidence interval) hemoglobin changes from baseline over weeks 24-36 and 36-52 were 14.2 (13.5-14.9) g/L and 14.3 (13.5-15.0) g/L, respectively. Over weeks 24-36 and 36-52, 83.3% and 86.1% of patients in EE1 and 82.7% and 84.7% in EE2 achieved mean hemoglobin ≥100 g/L, respectively. In the SAF, 1643 patients (81.3%) experienced treatment-emergent AEs (TEAEs). Overall, 219 patients (10.8%) experienced drug-related TEAEs. Thirty-eight patients (1.9%) died of TEAEs (unrelated to the study drug). Vascular access thrombosis was uncommon.</p><p><strong>Conclusions: </strong>Roxadustat (52 weeks) increased hemoglobin and maintained the treatment target in Chinese patients with CKD-anemia with acceptable safety, supporting its use in real-world settings.</p><p><strong>Registration: </strong>Chinese Clinical Trial Registry (www.chictr.org.cn) ChiCTR2100046322 CDE (www.chinadrugtrials.org.cn) CTR20201568.</p>","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144172940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Kuwanon A-mediated inhibition of melanoma proliferation and migration via β-catenin ubiquitination promotion. 通过β-连环蛋白泛素化促进Kuwanon a介导的黑色素瘤增殖和迁移的抑制。
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-29 DOI: 10.1097/CM9.0000000000003638
Cong Zhang, Jie Xu, Qian Li, Pengfei Shi, Man Xu, Dakun Pei, Cong Sun, Suxia Shao
{"title":"Kuwanon A-mediated inhibition of melanoma proliferation and migration via β-catenin ubiquitination promotion.","authors":"Cong Zhang, Jie Xu, Qian Li, Pengfei Shi, Man Xu, Dakun Pei, Cong Sun, Suxia Shao","doi":"10.1097/CM9.0000000000003638","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003638","url":null,"abstract":"","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144172934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-world outcomes of isatuximab with pomalidomide and dexamethasone for relapsed and/or refractory multiple myeloma. 依沙妥昔单抗联合泊马度胺和地塞米松治疗复发和/或难治性多发性骨髓瘤的实际疗效。
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-29 DOI: 10.1097/CM9.0000000000003649
Wenting Chen, Jianhua You, Li'e Lin, Xiaojing Yan, Gang An, Yafei Wang, Weiwei Tian, Kaiyang Ding, Xi Zhang, Wenming Chen, Yingxue Wang, Baijun Fang, Jing Liu, Weilin Xia, Zhaoyi Feng, Lei Zhou, Zhini Wang, Dan Shen, Gang Liu, Weili Zhao
{"title":"Real-world outcomes of isatuximab with pomalidomide and dexamethasone for relapsed and/or refractory multiple myeloma.","authors":"Wenting Chen, Jianhua You, Li'e Lin, Xiaojing Yan, Gang An, Yafei Wang, Weiwei Tian, Kaiyang Ding, Xi Zhang, Wenming Chen, Yingxue Wang, Baijun Fang, Jing Liu, Weilin Xia, Zhaoyi Feng, Lei Zhou, Zhini Wang, Dan Shen, Gang Liu, Weili Zhao","doi":"10.1097/CM9.0000000000003649","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003649","url":null,"abstract":"<p><strong>Background: </strong>The isatuximab, pomalidomide, and dexamethasone (Isa-Pd) regimen has shown survival benefits for relapsed and/or refractory multiple myeloma (RRMM) in several trials, while evidence of effectiveness and safety among Chinese patients is limited. This study aim to provide real-world evidence of Isa-Pd in Chinese patients with RRMM.</p><p><strong>Methods: </strong>In a prospective observational real-world study (IsaFiRsT), we enrolled Chinese RRMM patients who had received ≥2 prior therapies, including lenalidomide and proteasome inhibitors, and received the Isa-Pd regimen at Shanghai Jiaotong University School of Medicine, Ruijin-Hainan Hospital. A historical cohort of patients with RRMM who had received >1 additional line of treatment after ≥2 prior therapies was retrospectively included. The primary endpoint of the Isa-Pd cohort was the overall response rate (ORR). Inverse probability treatment weighting (IPTW) was used to balance confounding factors between the Isa-Pd cohort and historical cohort.</p><p><strong>Results: </strong>The Isa-Pd cohort comprised 24 patients with RRMM and reported an ORR of 82.6% (19/23, 95% confidence interval [CI]: 61.2-95.0%), a very good partial response or better rate of 73.9% (17/23) and a complete response or better rate of 43.5% (10/23). The median time to first response was 1.2 months (range: 0.9, 3.1 months). The median duration of response, progression-free survival (PFS), and overall survival (OS) were not reached, with a median follow-up of 8.4 months. The 6-month PFS and OS rates were 87.0% and 91.3%, respectively. The IPTW-adjusted ORR in the Isa-Pd cohort was 85.1% compared to 33.4% in the historical cohort, with a risk ratio of 2.55 (95% CI: 1.73-4.12). The most common grade >3 treatment-emergent adverse events in the Isa-Pd cohort were neutrophil count decreased (75.0%, 18/24), white blood cell count decreased (54.2%, 13/24), and anemia (45.8%, 11/24).</p><p><strong>Conclusion: </strong>The IsaFiRsT study reported that Isa-Pd provided a high rate of deep and rapid response in heavily pretreated Chinese RRMM patients, with an acceptable safety profile in a real-world setting, consistent with Isa-Pd trials.</p><p><strong>Registration: </strong>Chinese Clinical Trial Registry (ChiCTR2200062878).</p>","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144172942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Itaconate derivative 4-OI inhibits M1 macrophage polarization and restores its impaired function in immune thrombocytopenia through metabolic reprogramming. 衣康酸衍生物4-OI抑制M1巨噬细胞极化,并通过代谢重编程恢复其在免疫性血小板减少症中的受损功能。
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-29 DOI: 10.1097/CM9.0000000000003586
Qiang Liu, Anli Liu, Shaoqiu Leng, Xiaoyu Zhang, Xiaolin Wang, Zhang Cheng, Shuwen Wang, Jun Peng, Qi Feng
{"title":"Itaconate derivative 4-OI inhibits M1 macrophage polarization and restores its impaired function in immune thrombocytopenia through metabolic reprogramming.","authors":"Qiang Liu, Anli Liu, Shaoqiu Leng, Xiaoyu Zhang, Xiaolin Wang, Zhang Cheng, Shuwen Wang, Jun Peng, Qi Feng","doi":"10.1097/CM9.0000000000003586","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003586","url":null,"abstract":"<p><strong>Background: </strong>Macrophage polarization anomalies and dysfunction play a crucial role in the pathogenesis of immune thrombocytopenia (ITP). Itaconate is a Krebs cycle-derived immunometabolite synthesized by myeloid cells to modulate cellular metabolism and inflammatory responses. This study aimed to evaluate the immunoregulatory effects of an itaconate derivative on macrophages in patients with ITP.</p><p><strong>Methods: </strong>Peripheral blood-derived macrophages from patients with ITP and healthy controls were treated with 4-octyl itaconate (4-OI), a derivative of itaconate that can penetrate the cell membrane. Macrophage polarization, antigen-presenting functions, and phagocytic capability were measured via flow cytometry and enzyme-linked immunosorbent assay (ELISA). Macrophage glycolysis in patients with ITP and the metabolic regulatory effect of 4-OI were detected using a Seahorse XFe96 Analyzer. An active murine model of ITP was used to evaluate the therapeutic effects of 4-OI in vivo.</p><p><strong>Results: </strong>4-OI reduced the levels of CD80 and CD86 in M1 macrophages and suppressed the release of tumor necrosis factor-α (TNF-α) and interleukin (IL)-6 pro-inflammatory cytokines, suggesting that 4-OI could hinder the polarization of macrophages toward an M1 phenotype. We found that 4-OI pretreated M1 macrophages reduced the proliferation of CD4+ T cells and promoted the differentiation of regulatory T cells. In addition, after 4-OI treatment, the phagocytic capacity of M1 macrophages toward antibody-coated platelets decreased significantly in patients with ITP. In addition, the glycolytic function of M1 macrophages was elevated in individuals with ITP compared to those in healthy controls. 4-OI treatment downregulated glycolysis in M1 macrophages. The glycolysis inhibitor 2-deoxy-d-glucose (2-DG) also inhibited the polarization of M1 macrophages and restored their functions. In vivo, 4-OI treatment significantly increased platelet counts in the active ITP murine model.</p><p><strong>Conclusions: </strong>Itaconate derivative 4-OI inhibited M1 macrophage polarization and restored impaired functions through metabolic reprogramming. This study provides a novel therapeutic option for ITP.</p>","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144172932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Plasma succinate and the risks of cardiovascular events and recurrent stroke after ischemic stroke: A nested case-control study. 血浆琥珀酸盐与缺血性卒中后心血管事件和复发性卒中的风险:一项嵌套病例对照研究
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-26 DOI: 10.1097/CM9.0000000000003632
Leping Zhang, Hongyu Chen, Xiaoqing Bu, Zhong Ju, Tan Xu, Yonghong Zhang, Chongke Zhong
{"title":"Plasma succinate and the risks of cardiovascular events and recurrent stroke after ischemic stroke: A nested case-control study.","authors":"Leping Zhang, Hongyu Chen, Xiaoqing Bu, Zhong Ju, Tan Xu, Yonghong Zhang, Chongke Zhong","doi":"10.1097/CM9.0000000000003632","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003632","url":null,"abstract":"","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144149579","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lipid metabolism in health and disease: Mechanistic and therapeutic insights for Parkinson's disease. 健康和疾病中的脂质代谢:帕金森病的机制和治疗见解。
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-26 DOI: 10.1097/CM9.0000000000003627
Bingqing Qin, Yuan Fu, Ana-Caroline Raulin, Shuangyu Kong, Han Li, Junyi Liu, Chunfeng Liu, Jing Zhao
{"title":"Lipid metabolism in health and disease: Mechanistic and therapeutic insights for Parkinson's disease.","authors":"Bingqing Qin, Yuan Fu, Ana-Caroline Raulin, Shuangyu Kong, Han Li, Junyi Liu, Chunfeng Liu, Jing Zhao","doi":"10.1097/CM9.0000000000003627","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003627","url":null,"abstract":"<p><strong>Abstract: </strong>Parkinson's disease (PD) is a neurodegenerative disorder characterized by the progressive loss of dopaminergic neurons and the accumulation of Lewy bodies, leading to motor and nonmotor symptoms. While both genetic and environmental factors contribute to PD, recent studies highlight the crucial role of lipid metabolism disturbances in disease progression. Altered lipid homeostasis promotes protein aggregation and oxidative stress, with significant changes in lipid classes such as sphingolipids and glycerolipids observed in patients with PD. These disturbances are involved in key pathological processes, such as α-synuclein aggregation, organelle dysfunction, lipid-mediated neuroinflammation, and impaired lipid homeostasis. This review examines the relationship between lipid species and PD progression, focusing on the physiological roles of lipids in the central nervous system. It explores the mechanistic links between lipid metabolism and PD pathology, along with lipid-related genetic risk factors. Furthermore, this review discusses lipid-targeting therapeutic strategies to mitigate PD progression, emphasizing the potential of lipid modulation for effective treatment development.</p>","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144149578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gut microbiota: A novel target for sepsis treatment. 肠道微生物群:败血症治疗的新靶点。
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-26 DOI: 10.1097/CM9.0000000000003630
Weifeng Shang, Sheng Zhang, Lechen Yang, Jiao Liu, Dechang Chen
{"title":"Gut microbiota: A novel target for sepsis treatment.","authors":"Weifeng Shang, Sheng Zhang, Lechen Yang, Jiao Liu, Dechang Chen","doi":"10.1097/CM9.0000000000003630","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003630","url":null,"abstract":"","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144149577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Guideline-driven clinical decision support for colonoscopy patients using the hierarchical multi-label deep learning method. 使用分层多标签深度学习方法的指南驱动的结肠镜检查患者临床决策支持。
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-23 DOI: 10.1097/CM9.0000000000003469
Junling Wu, Jun Chen, Hanwen Zhang, Zhe Luan, Yiming Zhao, Mengxuan Sun, Shufang Wang, Congyong Li, Zhizhuang Zhao, Wei Zhang, Yi Chen, Jiaqi Zhang, Yansheng Li, Kejia Liu, Jinghao Niu, Gang Sun
{"title":"Guideline-driven clinical decision support for colonoscopy patients using the hierarchical multi-label deep learning method.","authors":"Junling Wu, Jun Chen, Hanwen Zhang, Zhe Luan, Yiming Zhao, Mengxuan Sun, Shufang Wang, Congyong Li, Zhizhuang Zhao, Wei Zhang, Yi Chen, Jiaqi Zhang, Yansheng Li, Kejia Liu, Jinghao Niu, Gang Sun","doi":"10.1097/CM9.0000000000003469","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003469","url":null,"abstract":"<p><strong>Background: </strong>Over 20 million colonoscopies are performed in China annually. An automatic clinical decision support system (CDSS) with accurate semantic recognition of colonoscopy reports and guideline-based is helpful to relieve the increasing medical burden and standardize the healthcare. In this study, the CDSS was built under a hierarchical-label interpretable classification framework, trained by a state-of-the-art transformer-based model, and validated in a multi-center style.</p><p><strong>Methods: </strong>We conducted stratified sampling on a previously established dataset containing 302,965 electronic colonoscopy reports with pathology, identified 2041 records representative of overall features, and randomly divided into the training and testing sets (7:3). A total of 5 main labels and 22 sublabels were applied to annotate each record on a network platform, and the data were trained respectively by three pre-training models on Chinese corpus website, including BERT-base-Chinese (BC), the BERT-wwm-ext-Chinese (BWEC), and ernie-3.0-base-zh (E3BZ). The performance of trained models was subsequently compared with a randomly initialized model, and the preferred model was selected. Model fine-tuning was applied to further enhance the capacity. The system was validated in five other hospitals with 3177 consecutive colonoscopy cases.</p><p><strong>Results: </strong>The E3BZ pre-trained model exhibited the best performance, with a 90.18% accuracy and a 69.14% Macro-F1 score overall. The model achieved 100% accuracy in identifying cancer cases and 99.16% for normal cases. In external validation, the model exhibited favorable consistency and good performance among five hospitals.</p><p><strong>Conclusions: </strong>The novel CDSS possesses high-level semantic recognition of colonoscopy reports, provides appropriate recommendations, and holds the potential to be a powerful tool for physicians and patients. The hierarchical multi-label strategy and pre-training method should be amendable to manage more medical text in the future.</p>","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144126774","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of pulmonary telerehabilitation in patients with chronic obstructive pulmonary disease. 慢性阻塞性肺疾病患者肺远程康复的效果。
IF 7.5 3区 医学
Chinese Medical Journal Pub Date : 2025-05-23 DOI: 10.1097/CM9.0000000000003650
Jing Qi, Qing Cai, Wanting Zhang, Yan Gu
{"title":"Effects of pulmonary telerehabilitation in patients with chronic obstructive pulmonary disease.","authors":"Jing Qi, Qing Cai, Wanting Zhang, Yan Gu","doi":"10.1097/CM9.0000000000003650","DOIUrl":"https://doi.org/10.1097/CM9.0000000000003650","url":null,"abstract":"","PeriodicalId":10183,"journal":{"name":"Chinese Medical Journal","volume":" ","pages":""},"PeriodicalIF":7.5,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144141688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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