1.Application of health big data in hospital-based cancer screening study
Chenran WANG ; Zeming GUO ; Xiaoyue SHI ; Yadi ZHENG ; Zilin LUO ; Jiaxin XIE ; Xiaolu CHEN ; Jibin LI ; Yongjie XU ; Wei CAO ; Fei WANG ; Xuesi DONG ; Ni LI ; Jie HE
Chinese Journal of Epidemiology 2025;46(7):1297-1303
This paper focuses on the application of health big data in cancer screening. Firstly, the sources and characteristics of health big data are introduced, then the commonly used epidemiological designs and analytical techniques in hospital-based cancer screening studies are summarized and the application scenarios of such studies are described. Finally, the challenges and future development in the application of health big data are analyzed to provide reference for the future studies.
2.Application of health big data in hospital-based cancer screening study
Chenran WANG ; Zeming GUO ; Xiaoyue SHI ; Yadi ZHENG ; Zilin LUO ; Jiaxin XIE ; Xiaolu CHEN ; Jibin LI ; Yongjie XU ; Wei CAO ; Fei WANG ; Xuesi DONG ; Ni LI ; Jie HE
Chinese Journal of Epidemiology 2025;46(7):1297-1303
This paper focuses on the application of health big data in cancer screening. Firstly, the sources and characteristics of health big data are introduced, then the commonly used epidemiological designs and analytical techniques in hospital-based cancer screening studies are summarized and the application scenarios of such studies are described. Finally, the challenges and future development in the application of health big data are analyzed to provide reference for the future studies.
3.Pharmacological activities and mechanisms of proteins and peptides derived from traditional Chinese medicine
Yadi NI ; Yuya ZHU ; Lingxin XU ; Jin'ao DUAN ; Ping XIAO
Science of Traditional Chinese Medicine 2024;2(4):260-275
Proteins and peptides are important active components of traditional Chinese medicine (TCM) widely found in plants, animals, and fungi. Modern research indicates that the protein constituents of TCM possess various pharmacological activities, including antitumor effect, immunomodulation, antioxidation, antihypertension, anti-inflammation, cardiovascular and nervous system protection, blood sugar regulation, and bacteriostasis effects. Despite significant progress in recent years regarding the pharmacological activities and mechanisms of TCM components, research on protein components of TCM has lagged. Many TCM protein components have yet to be effectively developed, and their pharmacological activities and mechanisms remain insufficiently elucidated. This article provides a comprehensive review of the pharmacological activities and mechanisms of TCM proteins and peptides. Additionally, the current shortcomings in research are discussed to offer some insights, aiming to promote further investigation of TCM proteins and peptides and facilitate their application in new drug development and clinical treatment.
4.Sex disparity of lung cancer risk in non-smokers: a multicenter population-based prospective study based on China National Lung Cancer Screening Program
Zheng WU ; Fengwei TAN ; Zhuoyu YANG ; Fei WANG ; Wei CAO ; Chao QIN ; Xuesi DONG ; Yadi ZHENG ; Zilin LUO ; Liang ZHAO ; Yiwen YU ; Yongjie XU ; Jiansong REN ; Jufang SHI ; Hongda CHEN ; Jiang LI ; Wei TANG ; Sipeng SHEN ; Ning WU ; Wanqing CHEN ; Ni LI ; Jie HE
Chinese Medical Journal 2022;135(11):1331-1339
Background::Non-smokers account for a large proportion of lung cancer patients, especially in Asia, but the attention paid to them is limited compared with smokers. In non-smokers, males display a risk for lung cancer incidence distinct from the females—even after excluding the influence of smoking; but the knowledge regarding the factors causing the difference is sparse. Based on a large multicenter prospective cancer screening cohort in China, we aimed to elucidate the interpretable sex differences caused by known factors and provide clues for primary and secondary prevention.Methods::Risk factors including demographic characteristics, lifestyle factors, family history of cancer, and baseline comorbidity were obtained from 796,283 Chinese non-smoking participants by the baseline risk assessment completed in 2013 to 2018. Cox regression analysis was performed to assess the sex difference in the risk of lung cancer, and the hazard ratios (HRs) that were adjusted for different known factors were calculated and compared to determine the proportion of excess risk and to explain the existing risk factors.Results::With a median follow-up of 4.80 years, 3351 subjects who were diagnosed with lung cancer were selected in the analysis. The lung cancer risk of males was significantly higher than that of females; the HRs in all male non-smokers were 1.29 (95% confidence interval [CI]: 1.20-1.38) after adjusting for the age and 1.38 (95% CI: 1.28-1.50) after adjusting for all factors, which suggested that known factors could not explain the sex difference in the risk of lung cancer in non-smokers. Known factors were 7% (|1.29-1.38|/1.29) more harmful in women than in men. For adenocarcinoma, women showed excess risk higher than men, contrary to squamous cell carcinoma; after adjusting for all factors, 47% ([1.30-1.16]/[1.30-1]) and 4% ([7.02-6.75]/[7.02-1])) of the excess risk was explainable in adenocarcinoma and squamous cell carcinoma. The main causes of gender differences in lung cancer risk were lifestyle factors, baseline comorbidity, and family history.Conclusions::Significant gender differences in the risk of lung cancer were discovered in China non-smokers. Existing risk factors did not explain the excess lung cancer risk of all non-smoking men, and the internal causes for the excess risk still need to be explored; most known risk factors were more harmful to non-smoking women; further exploring the causes of the sex difference would help to improve the prevention and screening programs and protect the non-smoking males from lung cancers.
5.Metabolic syndrome components and breast cancer risk in Chinese females: a population based prospective study
Xinyang YU ; Xin LI ; Yan WEN ; Zhuoyu YANG ; Yadi ZHENG ; Xiaoshuang FENG ; Zhangyan LYU ; Ni LI ; Jie HE
Chinese Journal of Preventive Medicine 2021;55(3):359-364
Objective:To investigate the relationship between metabolic syndrome (MS) and the risk of breast cancer in Chinese females.Methods:From May 2006 to December 2015, based on the Kailuan Women′s Dynamic Cohort,a total of 25 618 female employees and retirees of the Kailuan Group were included and followed. Questionnaire surveys, physical measurements and laboratory tests were used to collect baseline sociodemographic characteristics, height, weight, blood glucose, blood lipids, blood pressure, tumor incidence and outcome information. Cox proportional hazards regression models were used to analyze the relationship between MS and its components (body mass index, blood pressure, blood glucose and blood lipid) and the risk of breast cancer in females.Results:The age of 25 618 women was (47.65±12.02) years old and median follow-up time was 8.78 years; 235 new cases of breast cancer were detected, and the incidence density was 113.19/100 000 person-years. After adjusting for age, education, income, smoking status, drinking status and other factors, people who were overweight or obese had a higher risk of breast cancer, with HR (95% CI) about 1.47 (1.12-1.93), than those with normal body mass index. Compared with those without MS abnormal components, women with two MS abnormal components had an increased risk of breast cancer ( HR=1.70, 95% CI: 1.16-2.50). With the increase of the number of MS abnormal components, the risk of breast cancer increased gradually ( Ptrend value<0.05). Conclusion:Overweight/obesity and the number of abnormal components of MS can increase the risk of breast cancer in women.
6.The research progress of circular RNAs in the development and progression of cervical cancer
Wei SUN ; Jiang LI ; Zhuoyu YANG ; Yadi ZHENG ; Zheng WU ; Yan WEN ; Dong HANG ; Ni LI
Chinese Journal of Preventive Medicine 2021;55(3):409-412
Cervical cancer is one of the most common gynecological malignancies, and its morbidity and mortality are among the highest. Persistent infection of high-risk types of HPV is the main reason for its onset, with types 16 and 18 being the most prevalent. Circular RNA (circRNA) is a single-stranded circular non-coding RNA formed by covalent end to end bonding of RNA precursors. It has functions such as miRNA sponge, binding RNA binding protein (RBP), and protein translation, and plays an important role in the occurrence and development of various diseases. At present, the research on circRNA in cervical cancer is still at an early stage. The latest progress of circRNA in high-risk HPV infection, occurrence and development of cervical cancer, and sensitivity to chemoradiotherapy is briefly reviewed.
7.Quality assessment of global breast cancer screening guidelines
Jiang LI ; Kelu YANG ; Yitong CAI ; Jinhui TIAN ; Yadi ZHENG ; Yan WEN ; Zhuoyu YANG ; Ni LI ; Wanqing CHEN ; Jie HE
Chinese Journal of Epidemiology 2021;42(2):219-226
Objective:To evaluate the quality of the published breast cancer screening guidelines to provide a reference for domestic studies in the future.Methods:PubMed, Embase, Cochrane Library, Web of Science, SinoMed, China National Knowledge Infrastructure, VIP, and Wanfang Data were searched to identify breast cancer screening guidelines on until August 2020. Two reviewers screened literature and extracted data independently. The Appraisal of Guidelines for Research & Evaluation Ⅱ(AGREEⅡ) and Reporting Items for Practice Guidelines in Healthcare(RIGHT) tools were used to evaluate the quality of the included guidelines.Results:A total of 15 breast cancer screening guidelines were included, of which seven were published in the United States, with publication years focusing on 2015 to 2019, and 11 guidelines had updated versions. "Rigour of development" (47.0%±22.1%) and "Applicability" (44.0%±15.1%) of AGREEⅡ scored lower than other domains. "Review and quality assurance" (46.7%±39.9%) and "Funding, declaration, and management of interests" (41.7%±24.4%) of RIGHT were reported poorer than others. There were six guidelines recommended and another nine recommended with modifications based on the overall AGREEⅡ score. There were four guidelines with a good level, and another 11 were with a moderate level of RIGHT. The National Comprehensive Cancer Network published the best overall quality guidelines in 2018 (AGREEⅡ: 83.3%, RIGHT: 80.0%) and by the American Cancer Society in 2015 (AGREEⅡ: 83.3%, RIGHT: 85.7%).Conclusion:The quality of breast cancer screening guidelines was predominantly of moderate quality, and greater attention should be paid to the guideline development process and quality control of the guidelines.
8.Quality assessment of global colorectal cancer screening guidelines and consensus
Jianbo TIAN ; Yan WEN ; Zhuoyu YANG ; Yadi ZHENG ; Zheng WU ; Jiang LI ; Ni LI ; Jie HE
Chinese Journal of Epidemiology 2021;42(2):248-257
Objective:To systematically evaluate the methodology and reporting quality of colorectal cancer (CRC) screening guidelines/consensus and provide lights for drafting CRC screening guidelines in China.Methods:The literature retrieval for all the Chinese and English guidelines published before September 1 st, 2020 was conducted by using Chinese/English databases, such as China National Knowledge Infrastructure, Wanfang Data, VIP, SinoMed, PubMed, Embase, Web of Science, Cochrane Library, Guideline International Network, and supplement with the official website of multiple regions, such as the U.S. Preventive Services Task Force and American Cancer Society. We utilized The Appraisal of Guidelines for Research & Evaluation Ⅱ (AGREE Ⅱ) and Reporting Items for Practice Guidelines in Healthcare (RIGHT) approaches to assess the quality of CRC screening guidelines/consensus comprehensively. Results:After quality control, a total of 19 guidelines/consensus released by the United States, China, Australia, Canada, Britain, South Korea, and International organizations are successfully included, and strikingly, most of those belong to the United State(7). The results of the AGREE Ⅱ quality evaluation show that the average scores of scope and purpose (87.5%) and clarity of presentation (89.6%) are high. In contrast, there are deficient in stakeholder involvement (47.0%), the rigor of development (42.3%), applicability (47.5%), and editorial independence (50.2%). Among all the guidelines, there are 12 with an overall score of 50 or more, 13 with a recommendation level of "A", 2 with a rating of "B" and 4 with a rating of "C". Additionally, the RIGHT evaluation revealed that the average report rate in each field is necessary information (76.3%), background (77.0%), evidence (55.8%), recommendations (59.4%), review and quality assurance (26.3%), funding and declaration and management of interests (43.4%), other information (49.1%). Among all the guidelines, six have good reporting quality, whereas the additional 13 have general or weak evidence. Furthermore, subgroup analysis indicates that the quality of guidelines in developed countries is superior to that of China.Conclusion:The number of CRC screening guidelines/consensus is increasing gradually, and the overall quality of those is high, but the normative nature is warranted to be strengthened.
9.Analysis of low-dose computed tomography compliance and related factors among high-risk population of lung cancer in three provinces participating in the cancer screening program in urban China
Yan WEN ; Lianzheng YU ; Lingbin DU ; Donghua WEI ; Yunyong LIU ; Zhuoyu YANG ; Yadi ZHENG ; Zheng WU ; Xinyang YU ; Liang ZHAO ; Yiwen YU ; Hongda CHEN ; Jiansong REN ; Chao QIN ; Yongjie XU ; Wei CAO ; Fei WANG ; Jiang LI ; Fengwei TAN ; Min DAI ; Wanqing CHEN ; Ni LI ; Jie HE
Chinese Journal of Preventive Medicine 2021;55(5):633-639
Objective:To analyze the compliance and related factors of low-dose computed tomography (LDCT) screening among the high-risk population of lung cancer in three provinces participating in the cancer early diagnosis and early treatment program in urban areas of China.Methods:From October 2017 to October 2018, 17 983 people aged between 40 and 74 years old at high risk of lung cancer were recruited from Zhejiang, Anhui and Liaoning provinces. The basic demographic characteristics, living habits, history of the disease and family history of cancer were collected by using a cancer risk assessment questionnaire, and the data of participants examined by LDCT were obtained from the hospitals participating in the program. The screening compliance was quantified by the screening participation rate, and it was calculated as the proportion of participants completing LDCT scan among high-risk population. The related factors of LDCT screening compliance were analyzed by using a multivariate logistic regression model.Results:The age of 17 983 participants was (56.52±8.22) years old. Males accounted for 51.9% (N=9 332), and 69.5% (N=12 495) had ever smoked, including former smokers and current smokers. A total of 6 269 participants were screened by LDCT, and the screening participation rate was 34.86%. The results of multivariate logistic regression analysis showed that the age group of 50 to 69 years old, female, passive smokers, alcohol consumption, family history of lung cancer and history of chronic respiratory diseases were more likely to be screened by LDCT, while the compliance of LDCT screening in current smokers was low.Conclusions:The LDCT screening compliance of the high-risk population of lung cancer in urban areas of China still needs to be improved. Age, sex, smoking, drinking, family history of lung cancer and history of chronic respiratory disease are associated with screening compliance.
10.Metabolic syndrome components and breast cancer risk in Chinese females: a population based prospective study
Xinyang YU ; Xin LI ; Yan WEN ; Zhuoyu YANG ; Yadi ZHENG ; Xiaoshuang FENG ; Zhangyan LYU ; Ni LI ; Jie HE
Chinese Journal of Preventive Medicine 2021;55(3):359-364
Objective:To investigate the relationship between metabolic syndrome (MS) and the risk of breast cancer in Chinese females.Methods:From May 2006 to December 2015, based on the Kailuan Women′s Dynamic Cohort,a total of 25 618 female employees and retirees of the Kailuan Group were included and followed. Questionnaire surveys, physical measurements and laboratory tests were used to collect baseline sociodemographic characteristics, height, weight, blood glucose, blood lipids, blood pressure, tumor incidence and outcome information. Cox proportional hazards regression models were used to analyze the relationship between MS and its components (body mass index, blood pressure, blood glucose and blood lipid) and the risk of breast cancer in females.Results:The age of 25 618 women was (47.65±12.02) years old and median follow-up time was 8.78 years; 235 new cases of breast cancer were detected, and the incidence density was 113.19/100 000 person-years. After adjusting for age, education, income, smoking status, drinking status and other factors, people who were overweight or obese had a higher risk of breast cancer, with HR (95% CI) about 1.47 (1.12-1.93), than those with normal body mass index. Compared with those without MS abnormal components, women with two MS abnormal components had an increased risk of breast cancer ( HR=1.70, 95% CI: 1.16-2.50). With the increase of the number of MS abnormal components, the risk of breast cancer increased gradually ( Ptrend value<0.05). Conclusion:Overweight/obesity and the number of abnormal components of MS can increase the risk of breast cancer in women.

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