1.Artificial intelligence and anti-cancer drugs' response.
Xinrui LONG ; Kai SUN ; Sicen LAI ; Yuancheng LIU ; Juan SU ; Wangqing CHEN ; Ruhan LIU ; Xiaoyu HE ; Shuang ZHAO ; Kai HUANG
Acta Pharmaceutica Sinica B 2025;15(7):3355-3371
Drug resistance is one of the key factors affecting the effectiveness of cancer treatment methods, including chemotherapy, radiotherapy, and immunotherapy. Its occurrence is related to factors such as mRNA expression and methylation within cancer cells. If drug resistance in patients can be accurately identified early, doctors can devise more effective treatment plans, which is of great significance for improving patients' survival rates and quality of life. Cancer drug resistance prediction based on artificial intelligence (AI) technology has emerged as a current research hotspot, demonstrating promising application prospects in guiding clinical individualized and precise medication for cancer patients. This review aims to comprehensively summarize the research progress in utilizing AI algorithms to analyze multi-omics data including genomics, transcriptomics, epigenomics, proteomics, metabolomics, radiomics, and histopathology, for predicting cancer drug resistance. It provides a detailed exposition of the processes involved in data processing and model construction, examines the current challenges faced in this field and future development directions, with the aim of better advancing the progress of precision medicine.
2.Imaging features of hepatocellular carcinoma after 90Y selective internal radiation therapy and comparison with transarterial chemoembolization
Dandan YAO ; Weilang WANG ; Qi ZHANG ; Yuan ZHAO ; Haidong ZHU ; Shenghong JU ; Yuancheng WANG
Chinese Journal of Radiology 2025;59(5):540-548
Objective:To investigate the dynamic imaging characteristics of hepatocellular carcinoma (HCC) following Yttrium-90 selective internal radiation therapy ( 90Y-SIRT) and to compare these with imaging findings after transarterial chemoembolization (TACE). Methods:This retrospective case-control study included 24 HCC patients who received 90Y-SIRT at Zhongda Hospital, Southeast University, and West China Hospital, Sichuan University, between September 2021 and June 2023, establishing the 90Y-SIRT group. Additionally, 45 HCC patients who underwent their first TACE treatment at Zhongda Hospital, Southeast University during the same period were included as the TACE group. Patients underwent MRI and/or CT follow-ups at 1-3 months (first follow-up) and 3-6 months (second follow-up) after treatment. The analyzed imaging features included tumor characteristics, peritumoral features, and measurements of tumor and liver volumes, with postoperative change rates calculated. Imaging differences between the 90Y-SIRT and TACE groups were statistically compared using the Mann-Whitney U test or χ2 test. Results:At the first follow-up, compared to baseline, a higher proportion of lesions in the 90Y-SIRT group exhibited a reduction in arterial phase enhancement in the viable region (10/13) than in the TACE group (10/29), with a statistically significant difference ( P=0.040). The necrotic region of the tumor on T 1WI showed significantly lower signal intensity in the 90Y-SIRT group than in the TACE group ( Z=2.98, P=0.006). The change in the apparent diffusion coefficient value in the viable region compared to baseline was 157.0×10 -3(-62.0×10 -3, 311.5×10 -3) mm2/s in the 90Y-SIRT group and -56.0×10 -3 (-216.8×10 -3, 110.0×10 -3) mm2/s in the TACE group, with a statistically significant difference ( Z=-2.71, P=0.008). At the first and second follow-up, the contralateral liver lobe volume increased significantly in the 90Y-SIRT group, with a statistically significant difference from the TACE group ( Z=-3.21, -3.78, both P=0.001). Regarding peritumoral imaging characteristics, a statistically significant difference was observed between the two groups in the low signal intensity of the liver lobe or segment where the tumor waslocated during the hepatobiliary phase ( P=0.020, 0.040). Both HCC groups exhibited progressive tumor volume reduction after treatment. In the 90Y-SIRT group, the change rates of lesion volume relative to baseline at the two follow-ups were -23.0% (-45.6%, 7.9%) and -68.7% (-82.7%, -28.5%), respectively. In the TACE group, the values were -29.8% (-53.6%, -2.7%) and -38.0% (-65.3%, -10.7%). The differences between the two groups were not statistically significant ( Z=-0.52, P=0.605; Z=-1.79, P=0.073). Conclusion:There is a statistically significant difference in the tumor imaging features and peritumoral imaging characteristics between 90Y-SIRT and TACE. 90Y-SIRT demonstrates a notable advantage in promoting contralateral liver lobe regeneration while also contributing to tumor size reduction.
3.Imaging features of hepatocellular carcinoma after 90Y selective internal radiation therapy and comparison with transarterial chemoembolization
Dandan YAO ; Weilang WANG ; Qi ZHANG ; Yuan ZHAO ; Haidong ZHU ; Shenghong JU ; Yuancheng WANG
Chinese Journal of Radiology 2025;59(5):540-548
Objective:To investigate the dynamic imaging characteristics of hepatocellular carcinoma (HCC) following Yttrium-90 selective internal radiation therapy ( 90Y-SIRT) and to compare these with imaging findings after transarterial chemoembolization (TACE). Methods:This retrospective case-control study included 24 HCC patients who received 90Y-SIRT at Zhongda Hospital, Southeast University, and West China Hospital, Sichuan University, between September 2021 and June 2023, establishing the 90Y-SIRT group. Additionally, 45 HCC patients who underwent their first TACE treatment at Zhongda Hospital, Southeast University during the same period were included as the TACE group. Patients underwent MRI and/or CT follow-ups at 1-3 months (first follow-up) and 3-6 months (second follow-up) after treatment. The analyzed imaging features included tumor characteristics, peritumoral features, and measurements of tumor and liver volumes, with postoperative change rates calculated. Imaging differences between the 90Y-SIRT and TACE groups were statistically compared using the Mann-Whitney U test or χ2 test. Results:At the first follow-up, compared to baseline, a higher proportion of lesions in the 90Y-SIRT group exhibited a reduction in arterial phase enhancement in the viable region (10/13) than in the TACE group (10/29), with a statistically significant difference ( P=0.040). The necrotic region of the tumor on T 1WI showed significantly lower signal intensity in the 90Y-SIRT group than in the TACE group ( Z=2.98, P=0.006). The change in the apparent diffusion coefficient value in the viable region compared to baseline was 157.0×10 -3(-62.0×10 -3, 311.5×10 -3) mm2/s in the 90Y-SIRT group and -56.0×10 -3 (-216.8×10 -3, 110.0×10 -3) mm2/s in the TACE group, with a statistically significant difference ( Z=-2.71, P=0.008). At the first and second follow-up, the contralateral liver lobe volume increased significantly in the 90Y-SIRT group, with a statistically significant difference from the TACE group ( Z=-3.21, -3.78, both P=0.001). Regarding peritumoral imaging characteristics, a statistically significant difference was observed between the two groups in the low signal intensity of the liver lobe or segment where the tumor waslocated during the hepatobiliary phase ( P=0.020, 0.040). Both HCC groups exhibited progressive tumor volume reduction after treatment. In the 90Y-SIRT group, the change rates of lesion volume relative to baseline at the two follow-ups were -23.0% (-45.6%, 7.9%) and -68.7% (-82.7%, -28.5%), respectively. In the TACE group, the values were -29.8% (-53.6%, -2.7%) and -38.0% (-65.3%, -10.7%). The differences between the two groups were not statistically significant ( Z=-0.52, P=0.605; Z=-1.79, P=0.073). Conclusion:There is a statistically significant difference in the tumor imaging features and peritumoral imaging characteristics between 90Y-SIRT and TACE. 90Y-SIRT demonstrates a notable advantage in promoting contralateral liver lobe regeneration while also contributing to tumor size reduction.
4.National Metabolic Management Center(MMC) comprehensive management standards for patients with diabetes, hypertension, and hyperlipidemia
Weiqing WANG ; Yufan WANG ; Guixia WANG ; Aifang WANG ; Chunfang WEN ; Fanrong TIAN ; Guang NING ; Ping FENG ; Dalong ZHU ; Libin LIU ; Bangqun JI ; Heng SU ; Jianling DU ; Shu LI ; Yunsong LI ; Liu YANG ; Li LI ; Shengli WU ; Jinsong KUANG ; Yubo SHA ; Ping ZHANG ; Yawei ZHANG ; Yifei ZHANG ; Qidong ZHENG ; Zhongyan SHAN ; Dong ZHAO ; Zhigang ZHAO ; Tingyu KE ; Yu SHI ; Xuejiang GU ; Ning XU ; Fengmei XU ; Zuhua GAO ; Rong TANG ; Qijuan DONG ; Songbo FU ; Yi SHU ; Weici XIE ; Yuancheng DAI
Chinese Journal of Endocrinology and Metabolism 2024;40(12):1007-1023
Diabetes, hypertension, and dyslipidemia, collectively referred to the " Three Highs, " represent increasingly prevalent metabolic risk factors in China. Many individuals experience all three conditions concurrently, significantly heightening the risk of cardiovascular disease and mortality. Although the National Metabolic Management Center(MMC) has been established for over eight years and has its unique features, the awareness, treatment, and control rates of these diseases in China remain low, and the efficiency of community management is insufficient. According to the previous two editions of management guidelines and the most recent domestic and international diagnostic and treatment guidelines, this paper conducts an in-depth analysis of the operational experience and management strategies of the MMC. Its aim is to improve the efficiency of grassroots MMC mode management for " Three Highs" patients and ensure that patients receive more standardized management.
5.Clinical study of the cytokine panel in the diagnosis of ocular chronic graft-versus-host disease
Xianjing CHENG ; Rui JI ; Ruihao HUAN ; Shiqin HUANG ; Wei FAN ; Yuancheng ZHAO ; Rongdi YUAN ; Xiaoqi WANG ; Xi ZHANG
Chinese Journal of Hematology 2024;45(3):242-248
Objective:To investigate the association between cytokines and ocular chronic graft-versus-host disease (cGVHD) and identify specific biomarkers for ocular cGVHD to enhance clinical diagnosis, treatment, and evaluation.Methods:A mouse model of cGVHD was established to explore the correlation between cGVHD and serum cytokines. Based on the findings from the animal experiments and literature review, a panel of 16 cytokine combinations was identified. Enzyme-linked immunosorbent assay (ELISA) was used to compare the cytokine concentrations in the serum and tear samples from patients who underwent allogeneic hematopoietic stem cell transplantation from June 2017 to March 2022 at the Medical Center of Hematology, Xinqiao Hospital, Army Medical University.Results:① Compared with the control group, mice with cGVHD exhibited elevated serum IL-1β, IL-6, IL-8, IL-17, IFN-γ, CX3CL1, CXCL11, CXCL13, CCL11, and CCL19 concentrations (all P<0.05). ② Analysis of the cytokine profiles of the serum and tear samples revealed that compared with patients without ocular cGVHD, those with ocular cGVHD exhibited increased serum IL-8 [ P=0.032, area under the curve (AUC) =0.678]; decreased serum IL-10 ( P=0.030, AUC=0.701) ; elevated IL-8, IFN-γ, CXCL9, and CCL17 in tear samples; and lower IL-10 and CCL19 in tear samples (all P<0.05, all AUC>0.7). Moreover, cytokines in tear samples showed correlations with ocular surface parameters related to ocular cGVHD. Conclusions:Tear fluid demonstrates greater specificity and sensitivity as a biomarker for diagnosing ocular cGVHD than serum biomarkers. Among the identified cytokines in tear samples, IL-8, IL-10, IFN-γ, CXCL9, CCL17, and CCL19 serve as diagnostic biomarkers for ocular cGVHD post-transplantation, offering practical reference value for diagnosis.
6.National Metabolic Management Center(MMC) comprehensive management standards for patients with diabetes, hypertension, and hyperlipidemia
Weiqing WANG ; Yufan WANG ; Guixia WANG ; Aifang WANG ; Chunfang WEN ; Fanrong TIAN ; Guang NING ; Ping FENG ; Dalong ZHU ; Libin LIU ; Bangqun JI ; Heng SU ; Jianling DU ; Shu LI ; Yunsong LI ; Liu YANG ; Li LI ; Shengli WU ; Jinsong KUANG ; Yubo SHA ; Ping ZHANG ; Yawei ZHANG ; Yifei ZHANG ; Qidong ZHENG ; Zhongyan SHAN ; Dong ZHAO ; Zhigang ZHAO ; Tingyu KE ; Yu SHI ; Xuejiang GU ; Ning XU ; Fengmei XU ; Zuhua GAO ; Rong TANG ; Qijuan DONG ; Songbo FU ; Yi SHU ; Weici XIE ; Yuancheng DAI
Chinese Journal of Endocrinology and Metabolism 2024;40(12):1007-1023
Diabetes, hypertension, and dyslipidemia, collectively referred to the " Three Highs, " represent increasingly prevalent metabolic risk factors in China. Many individuals experience all three conditions concurrently, significantly heightening the risk of cardiovascular disease and mortality. Although the National Metabolic Management Center(MMC) has been established for over eight years and has its unique features, the awareness, treatment, and control rates of these diseases in China remain low, and the efficiency of community management is insufficient. According to the previous two editions of management guidelines and the most recent domestic and international diagnostic and treatment guidelines, this paper conducts an in-depth analysis of the operational experience and management strategies of the MMC. Its aim is to improve the efficiency of grassroots MMC mode management for " Three Highs" patients and ensure that patients receive more standardized management.
7.Quick guideline for diagnosis and treatment of novel coronavirus Omicron variant infection
Guang CHEN ; Tao CHEN ; Sainan SHU ; Xiaojing WANG ; Ke MA ; Di WU ; Hongwu WANG ; Yan LIU ; Wei GUO ; Meifang HAN ; Jianxin SONG ; Tonglin LIU ; Shusheng LI ; Jianping ZHAO ; Yuancheng HUANG ; Yong XIONG ; Zuojiong GONG ; Qiaoxia TONG ; Jiazhi LIAO ; Feng FANG ; Xiaoping LUO ; Qin NING
Chinese Journal of Clinical Infectious Diseases 2023;16(1):26-32
Novel coronavirus Omicron variant infection can cause severe illness and even death in certain populations. Omicron variant infection may lead to systemic inflammatory response, coagulation disorder, multi-organ dysfunction and other pathophysiological changes, which are different from other Novel coronavirus variants to a certain extent, so therapeutic strategies should not be the same. The National Medical Center for Major Public Health Events invited experts in fields of infectious diseases, respiratory medicine, intensive care, pediatrics and fever clinic to develop this quick guideline based on the current best evidence and extensive clinical practices. This quick guideline aims to standardize the diagnosis and treatment of novel coronavirus Omicron infection, and to improve the disease management abilities of clinicians.
8.Metabolic Disease Management Guideline for National Metabolic Management Center(2nd edition)
Weiqing WANG ; Yufan WANG ; Guixia WANG ; Guang NING ; Dalong ZHU ; Ping LIU ; Libin LIU ; Jianmin LIU ; Zhaoli YAN ; Xulei TANG ; Bangqun JI ; Sunjie YAN ; Heng SU ; Jianling DU ; Sheli LI ; Li LI ; Shengli WU ; Jinsong KUANG ; Yubo SHA ; Ping ZHANG ; Yifei ZHANG ; Lei CHEN ; Zunhai ZHOU ; Chao ZHENG ; Qidong ZHENG ; Zhongyan SHAN ; Dong ZHAO ; Zhigang ZHAO ; Ling HU ; Tingyu KE ; Yu SHI ; Yingfen QIN ; Mingjun GU ; Xuejiang GU ; Fengmei XU ; Zuhua GAO ; Qijuan DONG ; Yi SHU ; Yuancheng DAI
Chinese Journal of Endocrinology and Metabolism 2023;39(6):538-554
The latest epidemiological data suggests that the situation of adult diabetes in China is severe, and metabolic diseases have become significant chronic illnesses that have a serious impact on public health and social development. After more than six years of practice, the National Metabolic Management Center(MMC) has developed distinctive approaches to manage metabolic patients and has achieved a series of positive outcomes, continuously advancing the standardized diagnosis and treatment model. In order to further improve the efficiency, based on the first edition, the second edition guideline was composed by incorporating experience of the past six years in conjunction with the latest international and domestic guidelines.
9.Research status and progress of health literacy for children and adolescents
JIA Bibo, WANG Pei, ZHU Guiyin, LI Yuancheng, ZHU Fan, ZHAO Tianjie, MA Yinghua
Chinese Journal of School Health 2023;44(4):622-626
Abstract
Improving health literacy can effectively reduce the risk of health risk behaviors and adverse health outcomes in children and adolescents. Global research on health literacy of children and adolescents has been increasing in recent years. The paper reviews the existing research and proposes that there is no universal definition and connotation of health literacy for children and adolescents, most of the studies use or make some revisions on the definition of adult health literacy in child and adolescent health literacy, failing to consider developmental characteristics and unique health needs of children and adolescents. Moreover, the assessment index system and instruments are diversified, making the research findings from different studies difficult to compare, and to obtain consistent and reliable conclusions. Future endeavors are encoouraged to expand health literacy researches and to update more comprehensive and practical definition, and to develop a standardized assessment instrument that can be validated in Chinese culture.
10.Efficacy of lymph node dissection on stage IIICr of cervical cancer before CCRT: study protocol for a phase III, randomized controlled clinical trial (CQGOG0103)
Misi HE ; Mingfang GUO ; Qi ZHOU ; Ying TANG ; Lin ZHONG ; Qing LIU ; Xiaomei FAN ; Xiwa ZHAO ; Xiang ZHANG ; Gang CHEN ; Yuanming SHEN ; Qin XU ; Xiaojun CHEN ; Yuancheng LI ; Dongling ZOU
Journal of Gynecologic Oncology 2023;34(3):e55-
Background:
Cervical cancer is still present a major public health problem, especially in developing countries. In International Federation of Gynaecology and Obstetrics 2018, allowing assessment of retroperitoneal lymph nodes by imaging and/or pathological findings and, if deemed metastatic, the case is designated as stage IIIC (with r and p notations). Patients with lymph node metastases have lower overall survival (OS), progression free survival (PFS), and survival after recurrence, especially those who have unresectable macroscopical positive lymph nodes. Retrospective analysis suggests that there may be a benefit to debulking macroscopic nodes that would be otherwise difficult to sterilize with standard doses of radiation therapy. However, there are no prospective study reporting that resecting macroscopic nodes before concurrent chemoradiation therapy (CCRT) would improve PFS or OS of cervical cancer and no guidelines for surgical resection of bulky lymph nodes. The CQGOG0103 study is a prospective, multicenter and randomized controlled trial (RCT) evaluating lymph node dissection on stage IIICr of cervical cancer.
Methods
Eligible patients are histologically confirmed cervical squamous cell carcinoma, adenocarcinoma, adeno-squamous cell carcinoma. Stage IIICr (confirmed by computed tomography [CT]/magnetic resonance imaging/positron emission tomography/CT) and the short diameter of image-positive lymph node ≥15 mm. 452 patients will be equally randomized to receive either CCRT (pelvic external-beam radiotherapy [EBRT]/extended-field EBRT + cisplatin [40 mg/m2] or carboplatin [the area under curve=2] every week for 5 cycles + brachytherapy) or open/minimally invasive pelvic and para-aortic lymph node dissection followed by CCRT. Randomization is stratified by status of para-aortic lymph node. The primary endpoint is PFS. Secondary endpoints are OS and surgical complications. A total of 452 patients will be enrolled from multiple hospitals in China within 4 years and followed up for 5 years.


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