1.Construction of a Disease-Syndrome Integrated Diagnosis and Treatment System for Gastric "Inflammation-Cancer" Transformation Based on Multi-Modal Phenotypic Modeling
Hao LI ; Huiyao ZHANG ; Wei BAI ; Tingting ZHOU ; Guodong HUANG ; Xianjun RAO ; Yang YANG ; Lijun BAI ; Wei WEI
Journal of Traditional Chinese Medicine 2025;66(5):458-463
By analyzing the current application of multi-modal data in the diagnosis of gastric "inflammation-cancer" transformation, this study explored the feasibility and strategies for constructing a disease-syndrome integrated diagnosis and treatment system. Based on traditional Chinese medicine (TCM) phenomics, we proposed utilizing multi-modal data from literature research, cross-sectional studies, and cohort follow-ups, combined with artificial intelligence technology, to establish a multi-dimensional diagnostic and treatment index system. This approach aims to uncover the complex pathogenesis and transformation patterns of gastric "inflammation-cancer" progression. Additionally, by dynamically collecting TCM four-diagnostic information and modern medical diagnostic information through a long-term follow-up system, we developed three major modules including information extraction, multi-modal phenotypic modeling, and information output, to make it enable real-world clinical data-driven long-term follow-up and treatment of chronic atrophic gastritis. This system can provide technical support for clinical diagnosis, treatment evaluation, and research, while also offering insights and methods for intelligent TCM diagnosis.
2.Key Points for Quality Management in Phase Ⅰ Clinical Trials of Anti-Tumor Drugs
Li GONG ; Bin LIAO ; Jie SHEN ; Juan ZHAO ; Yi GONG ; Xiaoxiao LU ; Huiyao YANG ; Sha LI ; Yongsheng LI
Cancer Research on Prevention and Treatment 2025;52(5):347-354
Phase Ⅰ clinical trials play a crucial role in the research and development of new drugs, serving as the initial studies to assess their safety, tolerability, effectiveness, and pharmacokinetic properties in humans. These trials involve uncertainties regarding safety and efficacy. Comprehensive management of all aspects of phase Ⅰ clinical trials for anti-tumor drugs is crucial to protect the rights and safety of participants. This article provides an in-depth analysis of the key points and precautions necessary for effective quality control throughout the process. The analysis is informed by guidelines such as the “Good Clinical Practice for Drugs” “Key Points and Judgment Principles for Drug Registration Verification” “Key Points and Judgment Principles for Supervision and Inspection of Drug Clinical Trial Institutions” and the standard operating procedures for quality control of the center. Topics discussed include informed consent, inclusion criteria, experimental drugs, biological samples, adverse events, and serious adverse events. The goal is to standardize quality control in phase Ⅰ clinical trials of anti-tumor drugs, ensure the authenticity and reliability of clinical trial data, and protect the rights and safety of participants.
3.Expedited program and utilization for anticancer drug approval in China and the United States
Qi ZHU ; Huiyao HUANG ; Anqi YU ; Xinyu MENG ; Ye LENG ; Hong FANG ; Ziwei LI ; Yu TANG ; Ji LI ; Ning LI
Chinese Journal of Oncology 2024;46(9):904-910
Objective:To systematically summarize and comparatively analyze the development, establishment and usage of oncology drugs speedy review approaches in China and in the United States between 2012 and 2021.Methods:Based on National Medical Products Administration (NMPA) and Food and Drug Administration (FDA) websites, the development and current status of the speedy review approaches were consulted and summarized. Approved oncology drugs in China and in the United States (87 in China, 118 in the United States) over the past decade were analyzed using chi-square test for group comparison.Results:Five speedy approaches have been established in China and in the United States, three of which are the same, priority review, conditional approval or accelerated approval and breakthrough therapy. The rest two are special review and approval, special examination and approval in China, and fast track and real-time oncology review in the United States. Compared to the United States, speedy review approaches in China set up late (1992 vs. 2005). The overall utilization rates of the oncology drugs speedy review approaches were similar between the China and United States (90.8% vs. 92.4%, P=0.800) in the previous 10 years, and priority review have highest utilization rates in both China and the United States without significant group difference (77.0% vs. 82.2%, P=0.381); relatively low utilization rates of conditional approval (31.0% vs. 44.9%, P=0.041) and breakthrough therapy (2.3% vs. 50.0%, P<0.001) were seen in China. 52.9% of new drugs applied for special examination and approval in China and 40.7% of new drugs applied for fast track in the United States. Overall, the priority review both in China and the United States are stable, with a similar average annual utilization rate (84.8% vs. 83.7%); accelerated approval and breakthrough therapies in the United States fluctuate wildly, but the situation is tending towards stability in the last 3 years. Conclusions:Both China and the United States have established a relatively complete accelerated review system, with an overall utilization rate over 90%; China's accelerated review started late, although the overall utilization rate is close to that of the United States. The utilization rates of conditional approval and breakthrough therapy are still relatively low. Flexible usage of speedy review approaches, gaining regulatory recognition to use alternative endpoints, achieving real-time review and guidance are keys to accelerate new drug development in China.
4.International comparison and assessment of the quality of drug clinical trial implementation in China based on scientific regulatory system
Hong FANG ; Yiru HOU ; Huiyao HUANG ; Dawei WU ; Shuopeng JIA ; Yu TANG ; Ning LI
Chinese Journal of Oncology 2024;46(10):987-993
Objective:To analyze the international status and level of clinical trial quality in China, and explore the advantages and value of scientific regulation of clinical research quality in China.Methods:The data is sourced from the relevant reports publicly released by the National Medical Products Administration (NMPA), the inspection reports and announcements published by the Center for Food and Drug Inspection of the NMPA, the inspection data displayed on the official website of the U.S. Food and Drug Administration (FDA), as well as clinical diagnosis and treatment guidelines issued by the National Comprehensive Cancer Network (NCCN) of United States and the Chinese Society of Clinical Oncology (CSCO) (data as of July 21, 2023). This data provides an analysis of the regulatory status of the implementation of clinical drug trials in China, inspection data, and the approval and market entry of new oncology drugs and feedback from their practical application.Results:The clinical trial quality inspection systems of China and the United States are generally aligned, with similar inspection subjects, focus areas, and public disclosure pathways. However, each has its characteristics in terms of inspection targets and types. The quality of clinical trial data in China has been continuously improving. Between 2009-2015 and 2016-July 2023, China underwent 25 and 20 FDA Bioresearch Monitoring (BIMO) inspections, respectively. The inspection results showing "No Action Indicated" (NAI) improved from 48.0% to 85.0%, while "Voluntary Action Indicated" (VAI) decreased from 44.0% to 15.0%. Official Action Indicated (OAI) measures were required in 2009 and 2012. Compared to the 2009-2015 period, there has been a clear upward trend in the quality of clinical trial data since 2016. From 2016 to July 2023, the number of new oncology drugs developed by Chinese pharmaceutical companies and included in professional guidelines has steadily increased. Specifically, 37 drugs (58.7%) were included in the 2022 edition of the CSCO guidelines, and 15 drugs (23.8%) were included in the 2023 edition of the NCCN guidelines, with 10 of these drugs featured in both guidelines.Conclusions:The implementation quality of clinical trials in China has gained a certain level of international recognition and competitiveness. This progress is attributed to national macro-level guidance, a unique institutional model, and clinical practices aligned with international standards. In the future, it will be necessary to further strengthen the scientific regulatory system and enhance clinical research capabilities to continue advancing the high-quality development of clinical trials.
5.Expedited program and utilization for anticancer drug approval in China and the United States
Qi ZHU ; Huiyao HUANG ; Anqi YU ; Xinyu MENG ; Ye LENG ; Hong FANG ; Ziwei LI ; Yu TANG ; Ji LI ; Ning LI
Chinese Journal of Oncology 2024;46(9):904-910
Objective:To systematically summarize and comparatively analyze the development, establishment and usage of oncology drugs speedy review approaches in China and in the United States between 2012 and 2021.Methods:Based on National Medical Products Administration (NMPA) and Food and Drug Administration (FDA) websites, the development and current status of the speedy review approaches were consulted and summarized. Approved oncology drugs in China and in the United States (87 in China, 118 in the United States) over the past decade were analyzed using chi-square test for group comparison.Results:Five speedy approaches have been established in China and in the United States, three of which are the same, priority review, conditional approval or accelerated approval and breakthrough therapy. The rest two are special review and approval, special examination and approval in China, and fast track and real-time oncology review in the United States. Compared to the United States, speedy review approaches in China set up late (1992 vs. 2005). The overall utilization rates of the oncology drugs speedy review approaches were similar between the China and United States (90.8% vs. 92.4%, P=0.800) in the previous 10 years, and priority review have highest utilization rates in both China and the United States without significant group difference (77.0% vs. 82.2%, P=0.381); relatively low utilization rates of conditional approval (31.0% vs. 44.9%, P=0.041) and breakthrough therapy (2.3% vs. 50.0%, P<0.001) were seen in China. 52.9% of new drugs applied for special examination and approval in China and 40.7% of new drugs applied for fast track in the United States. Overall, the priority review both in China and the United States are stable, with a similar average annual utilization rate (84.8% vs. 83.7%); accelerated approval and breakthrough therapies in the United States fluctuate wildly, but the situation is tending towards stability in the last 3 years. Conclusions:Both China and the United States have established a relatively complete accelerated review system, with an overall utilization rate over 90%; China's accelerated review started late, although the overall utilization rate is close to that of the United States. The utilization rates of conditional approval and breakthrough therapy are still relatively low. Flexible usage of speedy review approaches, gaining regulatory recognition to use alternative endpoints, achieving real-time review and guidance are keys to accelerate new drug development in China.
6.International comparison and assessment of the quality of drug clinical trial implementation in China based on scientific regulatory system
Hong FANG ; Yiru HOU ; Huiyao HUANG ; Dawei WU ; Shuopeng JIA ; Yu TANG ; Ning LI
Chinese Journal of Oncology 2024;46(10):987-993
Objective:To analyze the international status and level of clinical trial quality in China, and explore the advantages and value of scientific regulation of clinical research quality in China.Methods:The data is sourced from the relevant reports publicly released by the National Medical Products Administration (NMPA), the inspection reports and announcements published by the Center for Food and Drug Inspection of the NMPA, the inspection data displayed on the official website of the U.S. Food and Drug Administration (FDA), as well as clinical diagnosis and treatment guidelines issued by the National Comprehensive Cancer Network (NCCN) of United States and the Chinese Society of Clinical Oncology (CSCO) (data as of July 21, 2023). This data provides an analysis of the regulatory status of the implementation of clinical drug trials in China, inspection data, and the approval and market entry of new oncology drugs and feedback from their practical application.Results:The clinical trial quality inspection systems of China and the United States are generally aligned, with similar inspection subjects, focus areas, and public disclosure pathways. However, each has its characteristics in terms of inspection targets and types. The quality of clinical trial data in China has been continuously improving. Between 2009-2015 and 2016-July 2023, China underwent 25 and 20 FDA Bioresearch Monitoring (BIMO) inspections, respectively. The inspection results showing "No Action Indicated" (NAI) improved from 48.0% to 85.0%, while "Voluntary Action Indicated" (VAI) decreased from 44.0% to 15.0%. Official Action Indicated (OAI) measures were required in 2009 and 2012. Compared to the 2009-2015 period, there has been a clear upward trend in the quality of clinical trial data since 2016. From 2016 to July 2023, the number of new oncology drugs developed by Chinese pharmaceutical companies and included in professional guidelines has steadily increased. Specifically, 37 drugs (58.7%) were included in the 2022 edition of the CSCO guidelines, and 15 drugs (23.8%) were included in the 2023 edition of the NCCN guidelines, with 10 of these drugs featured in both guidelines.Conclusions:The implementation quality of clinical trials in China has gained a certain level of international recognition and competitiveness. This progress is attributed to national macro-level guidance, a unique institutional model, and clinical practices aligned with international standards. In the future, it will be necessary to further strengthen the scientific regulatory system and enhance clinical research capabilities to continue advancing the high-quality development of clinical trials.
7.Rare tumors: a blue ocean of investigation.
Shuhang WANG ; Peiwen MA ; Ning JIANG ; Yale JIANG ; Yue YU ; Yuan FANG ; Huilei MIAO ; Huiyao HUANG ; Qiyu TANG ; Dandan CUI ; Hong FANG ; Huishan ZHANG ; Qi FAN ; Yuning WANG ; Gang LIU ; Zicheng YU ; Qi LEI ; Ning LI
Frontiers of Medicine 2023;17(2):220-230
Advances in novel drugs, therapies, and genetic techniques have revolutionized the diagnosis and treatment of cancers, substantially improving cancer patients' prognosis. Although rare tumors account for a non-negligible number, the practice of precision medicine and development of novel therapies are largely hampered by many obstacles. Their low incidence and drastic regional disparities result in the difficulty of informative evidence-based diagnosis and subtyping. Sample exhaustion due to difficulty in diagnosis also leads to a lack of recommended therapeutic strategies in clinical guidelines, insufficient biomarkers for prognosis/efficacy, and inability to identify potential novel therapies in clinical trials. Herein, by reviewing the epidemiological data of Chinese solid tumors and publications defining rare tumors in other areas, we proposed a definition of rare tumor in China, including 515 tumor types with incidences of less than 2.5/100 000 per year. We also summarized the current diagnosis process, treatment recommendations, and global developmental progress of targeted drugs and immunotherapy agents on the status quo. Lastly, we pinpointed the current recommendation chance for patients with rare tumors to be involved in a clinical trial by NCCN. With this informative report, we aimed to raise awareness on the importance of rare tumor investigations and guarantee a bright future for rare tumor patients.
Humans
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Neoplasms/pathology*
;
Biomarkers
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Prognosis
;
Oceans and Seas
;
China/epidemiology*
8.Outcome measures of phase III anticancer drug trials in China.
Lanwei GUO ; Huiyao HUANG ; Yue YU ; Jun WANG ; Le WANG ; Shuhang WANG ; Dawei WU ; Yuan FANG ; Ning JIANG ; Shaokai ZHANG ; Yu TANG ; Ning LI
Chinese Medical Journal 2023;136(8):992-994
9.Epidemiological investigation of adult thyroid diseases in urban and rural areas of Hebei Province
Zhihua HAO ; Mian WANG ; Huiyao HAO ; Ming GAO ; Yanhong GE ; Qiuxiao ZHU ; Zibo LIU ; Xue ZHAO ; Jie LI ; Xing WANG ; Lijing JIAO ; Lingling YUAN ; Lihui ZHANG
Chinese Journal of Endemiology 2023;42(4):292-295
Objective:To study the prevalence and distribution of adult thyroid diseases in urban and rural areas of Hebei Province.Methods:A multi-stage stratified cluster sampling method was used to select Renqiu City and Licun Town, Luquan City of Hebei Province as the urban and rural survey sites, respectively. Questionnaire survey, physical examination and thyroid B ultrasound examination were conducted on local permanent residents (≥ 5 years of residencies) over 18 years old. The fasting venous blood sample was collected to determine the serum thyroid function indicaters.Results:A total of 2 650 adults were surveyed, including 1 393 urban residents and 1 257 rural residents (1 357 males and 1 293 females). A total of 435 patients with thyroid diseases were diagnosed, the detection rate was 16.42%. There were seven thyroid diseases, including subclinical hypothyroidism (60.92%, 265/435), Hashimoto's thyroiditis (34.02%, 148/435), hypothyroidism (4.83%, 21/435), simple goiter (3.22%, 14/435), hyperthyroidism (2.53%, 11/435), subclinical hyperthyroidism (2.53%, 11/435), and thyroid cancer (1.84%, 8/435). The detection rates of thyroid diseases in urban and rural areas were 21.18% (295/1 393) and 11.14% (140/1 257), respectively. The detection rates of thyroid diseases in males and females were 11.42% (155/1 357) and 21.66% (280/1 293), respectively. The detection rates of thyroid diseases in 18-< 30, 30-< 40, 40-< 50, 50-< 60 and ≥60 years old were 13.46% (91/676), 14.81% (81/547), 15.42% (89/577), 20.94% (85/406) and 20.05% (89/444), respectively. There were statistically significant differences between different areas, gender and age groups (χ 2 = 48.54, 50.53, 14.68, P < 0.05). Conclusions:The detection rate of subclinical hypothyroidism in adults in urban and rural areas of Hebei Province is relatively high, followed by Hashimoto's thyroiditis. Attention should be paid to the screening, evaluation, and intervention of thyroid function among urban female populations.
10.Progress and Application of Bayesian Approach in the Early Research and Development of New Anticancer Drugs.
Huiyao HUANG ; Meiruo LIU ; Xiyan LI ; Xinyu MENG ; Dandan CUI ; Ye LENG ; Yu TANG ; Ning LI
Chinese Journal of Lung Cancer 2022;25(10):730-734
Bayesian statistics is an approach for learning from evidences as it accumulates, combining prior distribution with current information on a quantity of interest, in which posterior distribution and inferences are being updated each time new data become available using Bayes' Theorem. Though frequentist approach has dominated medical studies, Bayesian approach has been more and more widely recognized by its flexibility and efficiency. Research and development (R&D) on anti-cancer new drugs have been so hot globally in recent years in spite of relatively high failure rate. It is the common demand of pharmaceutical enterprises and researchers to identify the optimal dose, regime and right population in the early-phase R&D stage more accurately and efficiently, especially when the following three major changes have been observed. The R&D on anticancer drugs have transformed from chemical drugs to biological products, from monotherapy to combination therapy, and the study design has also gradually changed from traditional way to innovative and adaptive mode. This also raises a number of subsequent challenges on decision-making of early R&D, such as inability to determine MTD, flexibility to deal with delayed toxicity, delayed response and dose-response changing relationships. It is because of the above emerging changes and challenges that the Bayesian approach is getting more and more attention from the industry. At least, Bayesian approach has more information for decision-making, which could potentially help enterprises achieve higher efficiency, shorter period and lower investment. This study also expounds the application of Bayesian statistics in the early R&D on anticancer new drugs, and compares and analyzes its idea and application scenarios with frequentist statistics, aiming to provide macroscopic and systematic reference for all related stakeholders.
.
Humans
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Bayes Theorem
;
Lung Neoplasms/drug therapy*
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Research Design
;
Antineoplastic Agents/therapeutic use*
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Biological Products
;
Pharmaceutical Preparations

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