1.Current Status and Challenges of the Development on Rare Disease Multi-Security Mechanisms Driven by Data Intelligence in China
JOURNAL OF RARE DISEASES 2025;4(1):1-6
The major obstacle to optimizing the design of rare disease coverage is the fragmented decision-making process among medical services, pharmaceuticals, and medical insurance departments. There is an urgent need to realize data sharing and digital empowerment, as well as to adopt top-level design and systematic decision-making. It is also crucial to establish mechanisms, facilitated by digital intelligence, for sharing power and responsibilities, and assessing rewards and punishments. Furthermore, there is an urgent need to incorporate the theories of collaborative governance, digital governance, and the full life cycle into the entire process, which includes patient classification, diagnosis and treatment, medical assistance, medication protection, and health insurance fund management for rare diseases. This integration aims to provide theoretical reference for the effective linkage of medical services, pharmaceuticals, and medical insurance, and to improve the efficiency and equity of resource allocation in the public sector.
2.The Application Status and Trends of Data-Intelligence Technology in the Diagnosis of Lysosomal Storage Diseases
Xinyu DU ; Shengfeng WANG ; Jing XIE ; Jian GUO ; Shuyang ZHANG
JOURNAL OF RARE DISEASES 2025;4(1):112-121
To summarize the applications of data-intelligence technology in diagnosing lysosomal storage disease(LSD), analyze their opportunities and challenges in clinical practice as well as their development trends, and provide insights and recommendations for advancing digitally driven auxiliary diagnostic technologies. A comprehensive literature search was conducted across databases including PubMed, Web of Science, Embase, CNKI, Wanfang Database, and VIP. The studies focusing on the application of digital-intelligence technologies in LSD diagnosis were included. A qualitative analysis was performed, categorizing and summarizing research based on the types of digital-intelligence technologies employed, and exploring future development trends. The analysis revealed that digital-intelligence technologies, particularly in areas such as big data storage and management, data mining and analytics, machine learning, natural language processing, and computer vision, held significant potential for early screening and diagnosis of LSD. These technologies facilitated the identification of potential patients, discovery of new biomarkers, quantitative analysis of symptoms, and elucidation of gene-disease relationships, ultimately enhancing diagnostic efficiency and accuracy. Digital-intelli-gence technologies present promising prospects for advancing LSD diagnostic research and improving diagnostic precision. Future efforts should focus on developing a comprehensive, multidimensional diagnosis system and diagnostic technologies under the guidance of the DI-HEALTH theoretical framework, in the hope of paving the way for further development of digitally assisted diagnostic solutions.
3.Current Research Status of Digital Technology in the Rehabilitation of Rare Neurological and Muscular Diseases
Yixuan GUO ; Yi GAO ; Yiyang YAO ; Zhuoyue QIN ; Yaofang ZHANG ; Jiaqi JING ; Jing XIE ; Jian GUO ; Shuyang ZHANG
JOURNAL OF RARE DISEASES 2025;4(1):122-131
To review the randomized controlled trials (RCTs) at home and abroad on digital intelligence (DI)-driven rehabilitation in patients of neuromuscular disease, compare the effects of DI-driven rehabilitation with traditional rehabilitation, summarize the special needs and challenges faced by patients in rehabilitation of rare neuromuscular diseases, and provide evidence for the development and quality improvement of rehabilitation for rare neuromuscular diseases. We searched PubMed, Web of Science, Embase, CNKI, VIP, and Wanfang databases for literature on neuromuscular diseases, rare diseases, digital and intelligent technologies, and rehabilitation published from the inception of the databases to June 2024. Basic and research-related information from the retrieved literature was extracted and analyzed. A total of 43 RCTs in English from 14 countries were included. The most studied diseases were Parkinson′s disease and multiple sclerosis. The application of DI-driven technologies in rehabilitation of rare neuromuscular diseases was still limited. The commonly used technologies were virtual reality (VR) games, intelligent treadmill assistance, gait training robots, hybrid assistive limb (HAL), wearable sensors and tele-rehabilitation (TR) systems. These technologies were applied in patients′ homes or rehabilitation service centers. The VR games significantly improved both static/dynamic balance functions and cognitive functions. The intelligent treadmill assistance significantly enhanced gait speed and stride length. The gait training robots significantly improved balance, gait speed and stride length of patients. The wearable exoskeletons significantly enhanced walking ability. DI-driven rehabilitation measures have great value and potential in the field of neuromuscular disease rehabilitation. Their advantages and characteristics can meet the diverse needs of rare disease patients. In the future, a hierarchical and collaborative rehabilitation service system should be established to meet the urgent needs of the rehabilitation of rare neuromuscular diseases. Combining the advantages of digitization and intelligence will provide standardized, scientific, convenient and affordable rehabilitation services to patients.
4.The Application of Digital Intelligence Technology in the Management of Non-Hospitalized Patients with Rare Diseases
Yiyang YAO ; Yi GAO ; Yixuan GUO ; Zhuoyue QIN ; Yaofang ZHANG ; Jiaqi JING ; Jing XIE ; Jian GUO ; Shuyang ZHANG
JOURNAL OF RARE DISEASES 2025;4(1):46-53
To provide references to and give suggestions to the development and optimiza-tion of Digital Intelligence (DI) technology in management of non-hospitalized patients by systematical review the application of digital technology in non-hospital settings. We designed the search strategy and used the words " rare diseases"" patient management"" non-hospitalized management"" community management"" digital intelligence"" big data"" telemedicine" as MESH terms or free words. We searched the database of PubMed, Science-Direct, Web of Science, CNKI, Wanfang and VIP from the beginning of the database to July 2024 and used computer retrieval to get the literatures on the application of DI technology in the management of patients with rare diseases in non-hospital setting. We extracted the information of the first author, country or region, publication time, research participants, DI technology application, and application effect for summary analysis. A total of 13 articles were included in this study, which were from 8 countries or regions. We found that DI technologies used were in the following forms: Internet information platform, wearable devices, telemedicine management platform and electronic database. The DI technology was used by the patients with rare diseases, patient caregivers and professional medical staffs. The application of all the forms above in different populations had good effect. The Internet information platform helped patients and their caregivers learn more about the disease and improved their self-management ability. The wearable device helped monitor the health status of patients in real time and predict the risk of emergent events. The telemedicine management platform facilitated to optimize the allocation of medical resources and strengthen doctor-patient communication. The electronic health database promoted the interconnection of data inside and outside the hospital and improved the accuracy of decision-making through data sharing. The application of DI technology in the management of patients with rare diseases in non-hospitalized settings has shown positive results. In the future, it is necessary to correct the shortcomings and to deal with the challenges in terms of accuracy, readiness, applicability, and privacy protection. Besides, the DI can be integrated into the tri-level management system of patients known as the "patient-community-hospital". It is advisable to take the advantages of digital intelligence technology to improve the efficiency and quality of management of patients in non-hospitalized settings.
5.Digital-Intellectualized Upgrade and Clinical Application of National Rare Diseases Registry System of China
Jian GUO ; Ye JIN ; Peng LIU ; Dingding ZHANG ; Limeng CHEN ; Yicheng ZHU ; Shuyang ZHANG
JOURNAL OF RARE DISEASES 2025;4(1):54-60
Since its establishment in 2016, the National Rare Diseases Registry System of China (NRDRS) has accumulated valuable case data and bio-specimen for basic and clinical research on rare diseases in China. However, the emerging challenges in clinical diagnosis and treatment of rare diseases make it unable for data and resource platform to fully meet the diversified needs. Under this backdrop, we have developed a protocol to optimize and upgrade the system based on the core functions of the NRDRS platform. The goal is to leverage intelligent digital technologies to transform NRDRS into a new platform integrating multimodal data and auxiliary diagnostic and treatment functions. It is specified as the development and construction of "one platform and four intelligent tools." Currently, we have upgraded and developed NRDRS platform, intelligent tool for genotype-phenotype analysis of rare diseases, AI-assisted diagnostic tool for rare diseases, remote multidisciplinary diagnosis and teaching tool for rare diseases, drug screening and validation tool for rare diseases. The next step will focus on the promotion of the application of these tools in clinical settings in order to address the issue of severe imbalance in the allocation of resources for the diagnosis and treatment of rare diseases. This article provides an overview of the digital and intelligent upgrades of the NRDRS, the trials in applications in clinical settings, and direction in the future.
6.Advances in Lipid-Lowering Therapy for Homozygous Familial Hypercholesterolemia
Rui LI ; Zhuang TIAN ; Shuyang ZHANG
JOURNAL OF RARE DISEASES 2025;4(3):361-369
Homozygous familial hypercholesterolemia (HoFH) is an extremely rare and severe hereditary lipid metabolism disorder, characterized by markedly elevated levels of plasma low-density lipoprotein cholesterol (LDL-C), significantly increasing the risk of atherosclerotic cardiovascular diseases. Among traditional lipid-lowering therapies, the combination of statins and ezetimibe is the basic treatment approach, but its efficacy is limited. In recent years, notable progress has been made in lipid-lowering therapy for HoFH. New drugs such as proprotein convertase subtilisin/kexin type 9 inhibitors and angiopoietin-like protein 3 inhibitors have demonstrated favorable LDL-C-lowering effects and play an active role in treatment. Lipoprotein apheresis can rapidly reduce LDL-C levels and has become an important adjuvant treatment modality. Although approaches like gene therapy and liver transplantation face many challenges, they offer hope for radical cure. Further research is still needed to optimize treatment strategies and regimens for more effective blood lipid management in patients with HoFH.
7.Clinical Characteristics and Prognosis Analysis of Patients with Extranasal NK/T-Cell Lymphoma: A Multicenter Retrospective Study of Huaihai Lymphoma Working Group.
Hui-Rong SHAN ; Qing ZHANG ; Ling WANG ; Yu-Ye SHI ; Yu-Qing MIAO ; Tai-Gang ZHU ; Jing-Jing YE ; Xu-Dong ZHANG ; Liang WANG ; Zi-Yuan SHEN ; Wei SANG
Journal of Experimental Hematology 2025;33(1):93-100
OBJECTIVE:
To explore the clinical characteristics and prognostic factors of patients with extranasal NK/T-cell lymphoma (NKTCL).
METHODS:
The clinical data of 138 patients with NKTCL diagnosed in 10 medical centers of Huaihai Lymphoma Working Group from June 2015 to April 2021 were collected and analyzed retrospectively. The differences in clinicopathological characteristics of patients with different involvement and efficacy of pegaspargase regimen were compared, as well as perform survival analysis.
RESULTS:
A total of 138 extranasal NKTCL patients were included, with a median age of 46 years, and the ratio of males to females was approximately 2∶1. There were 39 patients with gastrointestinal involvement, 32 patients with oropharyngeal involvement, 17 patients with skin involvement, 11 patients with lymph node involvement, 11 patients with orbital involvement, and 28 patients with other parts involvement. Patients with skin involvement had a higher proportion of advanced disease and a lower proportion of CD56 positive rate compared to those with oropharyngeal involvement. Among the patients with gastrointestinal involvement, the survival rate of patients who received pegaspargase regimen was significantly higher than those who were treated without pegaspargase (P < 0.01). Multivariate analysis showed that serum creatinine was an independent prognostic factor for patients with skin involvement ( HR =1.027, 95%CI : 1.001-1.054, P =0.040), ECOG PS and EBV DNA were independent prognostic factors for patients with gastrointestinal involvement ( HR =2.635, 95%CI : 1.096-6.338, P =0.030; HR =4.772, 95% CI : 1.092-20.854, P =0.038), and ECOG PS and CA stage were independent prognostic factors for patients with oropharyngeal involvement ( HR =13.875, 95%CI : 2.517-76.496, P =0.002; HR =20.261, 95%CI : 2.466-166.470, P =0.005).
CONCLUSION
The clinicopathological characteristics of extranasal NKTCL patients with different sites of involvement are vary, and effective individualized treatment need to be further explored.
Adult
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Aged
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Female
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Humans
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Male
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Middle Aged
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Asparaginase/therapeutic use*
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Lymphoma, Extranodal NK-T-Cell/pathology*
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Prognosis
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Retrospective Studies
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Survival Rate
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Polyethylene Glycols
8.Cluster analysis and analysis of risk factors for hereditary transthyretin amyloidosis cardiomyopathy
Ming WU ; Shuyuan ZHANG ; Xuanzhong CHEN ; Zhuang TIAN ; Shuyang ZHANG
Chinese Journal of Cardiology 2024;52(12):1368-1376
Objective:To explore the clinical characteristics and prognostic value in hereditary transthyretin amyloidosis cardiomyopathy (hATTR-CM) patients based on cluster analysis, and to explore the risk factors for cardiovascular composite events.Methods:This retrospective cohort study included hATTR-CM patients who were admitted to Peking Union Medical College Hospital from January 2000 to January 2024. These patients were divided into two clusters using cluster analysis, based on genetic information, demographic information and clinical information. During the follow-up period, cardiovascular composite events were defined as all-cause death and hospitalization for heart failure. Both cardiovascular composite events and all-cause death were the endpoints. Kaplan-Meier survival curves and log-rank method were used to compare the prognostic significance of cluster analysis subgroups. Univariate and multivariate Cox proportional hazard regression models were used to analyze the risk factors affecting the incidence of cardiovascular composite events.Results:A total of 43 patients were included in this study, 30 were male (69.8%). In cluster 1 ( n=27), whose age of onset was (49.9±13.9) years old, 24(88.9%) of them started with neuropathy or gastrointestinal symptoms, and all clinical phenotypes were mixed type (neurological and cardiac). In cluster 2 ( n=16), whose age of onset was (59.0±10.6) years old, 15(93.8%) of them started with heart failure symptoms, and 13(81.3%) were pure cardiomyopathy. During the median follow-up time of 2.6 years, a total of 16 patients (37.2%) experienced composite cardiovascular events, and a total of 12 patients (27.9%) died. Kaplan-Meier survival curves showed a significantly lower cumulative survival rate for cardiovascular composite endpoint events (log-rank P=0.04) and all-cause death (log-rank P=0.04) in cluster 2 than in cluster 1. Univariate Cox proportional hazard regression model analysis showed that hATTR-CM patients with reduced estimated glomerular filtration rate, left ventricular ejection fraction≤40%, and moderate to severe mitral regurgitation were risk factors for vascular composite events (all P<0.05). Multivariate Cox proportional hazard regression analysis showed that left ventricular ejection fraction≤40% was an independent risk factor ( P<0.01). Conclusions:Cluster analysis is a valuable prediction tool on the prognostic stratification of hATTR-CM. Cluster 2, which is late-onset with onset of heart failure symptoms has a worse prognosis during follow-up period. The occurrence of composite cardiovascular events in hATTR-CM is related to left ventricular ejection fraction≤40%. Cluster analysis is helpful for clinical identification of high-risk groups.
10.Effect of Gexia Zhuyu decoction combined with diosmin on coagulation mechanism after great saphenous varicose vein surgery
Feihu ZHI ; Xiongbi ZHAO ; Jianyu ZHANG ; Shuyang ZHANG ; Yuanwei REN
China Modern Doctor 2024;62(4):64-67
Objective To investigate the effect of Gexia Zhuyu decoction combined with diosmin on coagulation mechanism in patients with great saphenous varicose vein surgery.Methods A total of 60 patients who received great saphenous varicose vein surgery in Shaoxing Hospital of Traditional Chinese Medicine from January 2019 to April 2022 were selected and divided into control group and observation group according to random number table method,with 30 patients in each group.Control group was treated with diosmin,and observation group was treated with diosmin + Gexia Zhuyu decoction.Coagulation indexes,vascular endothelial function and inflammatory factor levels were compared between two groups.Results After treatment,Krüppel-like factor 2,activated partial thromboplastin time,thrombin time,prothrombin time,nitric oxide,and interleukin(IL)-10 in observation group were significantly higher than those in control group,while plasminogen activator inhibitor type 1,von Willebrand factor,endothelin 1,hypersensitive C-reactive protein,IL-2 and IL-6 were significantly lower than those in control group(P<0.05).Conclusion Gexia Zhuyu decoction combined with diosmin can improve the hypercoagulable state and vascular endothelial function in patients with great saphenous varicose vein surgery,and reduce the level of inflammatory factors in the body,which is worth popularizing.

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