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.Changes in circulating levels of calcium and bone metabolism biochemical markers in patients receiving denosumab treatment.
Yuancheng CHEN ; Wen WU ; Ling XU ; Haiou DENG ; Ruixue WANG ; Qianwen HUANG ; Liping XUAN ; Xueying CHEN ; Ximei ZHI
Journal of Southern Medical University 2025;45(4):760-764
OBJECTIVES:
To investigate the changes in blood levels of calcium and bone metabolism biochemical markers in patients with primary osteoporosis receiving treatment with denosumab.
METHODS:
Seventy-three patients with primary osteoporosis treated in our Department between December, 2021 and December 2023 were enrolled. All the patients were treated with calcium supplements, vitamin D and calcitriol in addition to regular denosumab treatment every 6 months. Blood calcium, parathyroid hormone (PTH), osteocalcin (OC), type I procollagen amino-terminal propeptide (PINP), and type I collagen carboxy-terminal telopeptide β special sequence (β‑CTX) data before and at 3, 6, 9, and 12 months after the first treatment were collected from each patient.
RESULTS:
Three months after the first denosumab treatment, the bone turnover markers (BTMs) OC, PINP, and β-CTX were significantly decreased compared to their baseline levels by 39.5% (P<0.001), 56.2% (P<0.001), and 81.8% (P<0.001), respectively. At 6, 9, and 12 months of treatment, OC, PINP, and β-CTX remained significantly lower than their baseline levels (P<0.001). Blood calcium level was decreased (P<0.05) and PTH level increased (P<0.05) significantly in these patients at months of denosumab treatment, but their levels were comparable to the baseline levels at 6, 9, and 12 months of the treatment (P>0.05).
CONCLUSIONS
Denosumab can suppress BTMs and has a good therapeutic effect in patients with primary osteoporosis, but reduction of blood calcium and elevation of PTH levels can occur during the first 3 months in spite of calcium supplementation. Blood calcium and PTH levels can recover the baseline levels as the treatment extended, suggesting the importance of monitoring blood calcium and PTH levels during denosumab treatment.
Humans
;
Denosumab/therapeutic use*
;
Calcium/blood*
;
Parathyroid Hormone/blood*
;
Biomarkers/blood*
;
Osteoporosis/blood*
;
Osteocalcin/blood*
;
Procollagen/blood*
;
Female
;
Collagen Type I/blood*
;
Peptide Fragments/blood*
;
Bone Density Conservation Agents/therapeutic use*
;
Bone and Bones/metabolism*
;
Male
;
Middle Aged
;
Vitamin D
;
Peptides/blood*
;
Aged
3.Comparison of cannulated screws and Kirschner wires in the treatment of pediatric medial malleolar fractures of Salter-Harris types Ⅲ and Ⅳ
Yuancheng PAN ; Fengshan LU ; Tianlai CHEN ; Hong MA ; Yueming GUO ; Weiqiang LI ; Shunyou CHEN
Chinese Journal of Orthopaedic Trauma 2024;26(5):398-403
Objective:To compare the therapeutic effects of cannulated screws and Kirschner wires in the treatment of medial malleolar fractures of Salter-Harris types Ⅲ and Ⅳ in children.Methods:A retrospective study was conducted to analyze the data of 48 and 16 children who had been treated respectively at Department of Pediatric Orthopaedics, Fuzhou Second General Hospital, and Department of Pediatric Orthopaedics, Foshan Hospital of Traditional Chinese Medicine for medial malleolar fractures of Salter-Harris types Ⅲ and Ⅳ from June 2016 to June 2022. There were 32 males and 32 females with an age of 12 (10, 14) years; 31 left and 33 right sides were affected. By the Salter-Harris classification: type Ⅲ in 45 cases, and type Ⅳ in 19 cases. The patients were divided into 2 groups according to their internal fixation methods. Group A (44 cases) was subjected to internal fixation with cannulated screws and group B (20 cases) to internal fixation with Kirschner wires. At the last follow-up, anteroposterior and lateral X-ray films of their ankle joints were taken for imaging evaluation. Functional recovery of the affected limbs was evaluated based on the American Orthopaedic Foot and Ankle Society (AOFAS) ankle-hindfoot scoring, and related complications were recorded.Results:The 2 groups were comparable because there were no significant differences in their preoperative general data except laterality ( P>0.05). All the patients were followed up for (37.3±21.5) months and achieved bony union. At the last follow-up, for groups A and B respectively, the distal lateral angle of the tibia was 89.0° (89.0°, 90.0°) and 89.0° (89.0°, 90.0°), the range of ankle motion was 73.5° (67.8°, 76.0°) and 70.0° (70.0°, 75.0°), and the good and excellent rate by the AOFAS ankle-hindfoot scoring was 97.7% (43/44) and 95.0% (19/20), showing no significant difference between the 2 groups ( P>0.05). There was a significant difference between the 2 groups in the incidence of premature physeal closure [36.4% (16/44) versus 65.0% (13/20)] ( P=0.033). Conclusions:In the treatment of medial malleolar fractures of Salter-Harris types Ⅲ and Ⅳ in children, internal fixation with both cannulated screws and Kirschner wires can lead to comparable efficacy in good functional recovery and imaging evaluation. However, fixation with cannulated screws may be more advantageous in reducing the risk of early closure of the epiphysis.
4.Clinical features and surgical outcomes of greater trochanteric fractures of the femoral neck in children
Yuancheng PAN ; Tianlai CHEN ; Chentao XUE ; Fengshan LU ; Zhibin OUYANG ; Yueming GUO ; Shunyou CHEN
Chinese Journal of Orthopaedic Trauma 2024;26(6):538-542
Objective:To explore the clinical features and surgical outcomes of greater trochanteric fractures of the femoral neck in children.Methods:A retrospective study was conducted to analyze the 5 children with greater trochanteric fracture of the femoral neck who had been treated at Department of Pediatric Orthopaedics, Fuzhou Second General Hospital from January 2011 to December 2020. There were 1 boy and 4 girls, with an age of (11.0±1.9) years. By the Delbet classification, all were type Ⅲ fractures. The time from injury to operation was (4.4±2.1) days. The children were treated with cannulated screws (1 case) or fixation with a pediatric hip plate (4 cases). The clinical features of such fractures were analyzed; the fracture union time and hip function and complications at the last follow-up were recorded.Results:The clinical features of greater trochanteric fractures of the femoral neck in children were: (1) involvement of 2 anatomic sites in a narrow region, (2) comminuted fractures, and (3) all Delbet type Ⅲ fractures. The follow-up time was (22.8±6.0) months. All the 5 children obtained bony union. The union time was (5.2±1.8) weeks for greater trochanteric fractures, and 8.0 (8.0,10.0) weeks for femoral neck fractures. Follow-up observed no necrosis of the femoral head, premature closure of the femoral head epiphysis, hip varus deformity, or length disparity between the lower limbs. Premature closure of the greater trochanteric epiphysis occurred in 2 children after surgery. According to the Ratliff scoring, the hip function was excellent in 3 cases and good in 2.Conclusions:Greater trochanteric fractures of the femoral neck in children are a special kind of proximal femoral comminuted fractures that affect 2 anatomic sites in a narrow region and belong all to Delbet type Ⅲ fractures. Open reduction and internal fixation with cannulated screws or a pediatric hip plate is a safe and effective treatment for such fractures.
5.Comparison of Kirschner wire and clavicular hook plate in the treatment of distal clavicle fractures in older children
Ji LIN ; Yuancheng PAN ; Ran LIN ; Yunan LU ; Hongzhe HUANG ; Jinglin LAI ; Yiwen WANG ; Shunyou CHEN
Chinese Journal of Orthopaedic Trauma 2024;26(8):685-690
Objective:To compare the efficacy between Kirschner wire and clavicular hook plate in the fixation of distal clavicle fractures in older children.Methods:A retrospective analysis was conducted of the 28 pediatric patients with distal clavicle fracture who had undergone surgical treatment at Department of Pediatric Orthopedics, The Second General Hospital of Fuzhou from December 2014 to December 2023. There were 20 boys and 8 girls. Age: 10.0 (9.0, 12.8) years old; 22 left sides and 6 right sides; by the Craig modified Neer classification: 22 cases of type Ⅱ, 5 cases of type Ⅳ, and 1 case of type Ⅴ. The patients were divided into 2 groups based on their internal fixation methods. The Kirschner wire group of 12 cases were treated with open reduction and Kirschner wire fixation; the hook plate group of 16 cases were treated with open reduction and clavicular hook plate fixation. Operation time, hospital stay, fracture healing time, incidence of complications, and scores at the final follow-up (the Constant-Murley shoulder function score, quick disabilities of the arm, shoulder, and hand (quickDASH) score, and visual analog scale (VAS) for aesthetic satisfaction) were recorded and compared between the 2 groups.Results:There were no statistically significant differences in the baseline data between the 2 groups, indicating comparability ( P>0.05). The postoperative follow-up period for the 28 patients was (14.8±6.5) months. The operation time in the Kirschner wire group [(34.3±12.1) min] was significantly shorter than that in the hook plate group [(49.4±16.8) min] ( P<0.05), and the VAS score for aesthetic satisfaction at the final follow-up in the Kirschner wire group [(8.2±1.1) points] was significantly higher than that in the hook plate group [(6.2±2.6) points] ( P<0.05). There were no statistically significant differences between the 2 groups in terms of fracture healing time, hospital stay, incidence of complications, or Constant-Murley score and quickDASH score at the final follow-up ( P>0.05). Conclusions:For pediatric patients with distal clavicle fracture, both Kirschner wire fixation and clavicular hook plate fixation can achieve good functional outcomes. However, Kirschner wire fixation has advantages of shorter operation time, higher postoperative aesthetic satisfaction, and no need of a secondary surgery for implant removal.
6.Risk factors for varus ankle deformity after McFarland fracture surgery in children
Yuancheng PAN ; Qingshuang ZHANG ; Yixiang ZHENG ; Linkun WU ; ChenTao XUE ; Zhibin OUYANG ; Ran LIN ; Shunyou CHEN
Chinese Journal of Orthopaedics 2024;44(21):1409-1415
Objective:To analyze the risk factors for ankle varus deformity after McFarland fracture surgery in children.Methods:A total of 48 children with McFarland fracture who underwent surgical treatment in the Second General Hospital of Fuzhou from January 2015 to December 2022 were retrospectively analyzed, including 24 males and 24 females, aged 11.2±3.2 years (range, 2-14 years), 19 cases on the left side and 29 cases on the right side. Salter-Harris classification: 34 cases of type III and 14 cases of type IV. Causes of injuries: 28 cases of sports injuries, 15 cases of fall injuries, and 5 cases of car accident injuries. The time from injury to operation was 2.6±1.7 d (range, 1-7 d). The reduction methods included closed reduction in 38 cases and open reduction in 10 cases. Tibial internal fixation: 42 cases of hollow screws, 6 cases of Kirschner pins. There were 30 cases of combined fibula fracture, 20 cases were fixed with plate, 8 cases were fixed with Kirschner's pin, and 2 cases were not treated with internal fixation. The internal fixation survival time was 6.4±2.8 months (range, 1-12 months). The lateral distal tibial angle (LDTA) was used to determine whether the child had ankle varus deformity. The general data and perioperative indicators of the two groups were compared, and the indicators with statistically significant differences were included in binary logistic regression analysis to determine the independent risk factors for ankle varus deformity after McFarland fracture surgery in children. The receiver operating characteristic curve was drawn and the area under the curve of each independent risk factor was calculated.Results:All patients successfully completed the operation and were followed up for 39.2±21.8 months (range, 15-98 months). At the last follow-up, all the 48 children with McFarland fracture had bone union and the internal fixation was successfully removed, and 5 of them had ankle varus deformity. The LDTA of the affected side was 98.6°±4.8° (range, 94°-106°) in the ankle varus deformity group and 89.0°±0.8° (range, 87°-91°) in the non-ankle varus deformity group. The age of children in the ankle varus deformity group was 6.6±5.1 years, which was younger than that in the non-ankle varus deformity group (11.7±2.5 years), and the difference was statistically significant ( t=3.772, P<0.001). The survival time of internal fixation in the ankle varus deformity group was 4.4±2.2 months, which was shorter than that in the non-ankle varus deformity group (6.6±2.8 months), and the difference was statistically significant ( t=1.750, P=0.087). There was no significant difference in gender, side, cause of injury, fracture type, initial displacement distance, fibular fracture, time from injury to operation, reduction method, or fixation method between the two groups ( P>0.05). Age and duration of internal fixation were included in binary logistic regression analysis. The results showed that age ( OR=0.717, 95% CI: 0.543, 0.945, P=0.018) was an independent risk factor for postoperative ankle varus deformity in children with McFarland fracture. The receiver operating characteristic curve of independent risk factors predicting postoperative ankle varus deformity in children with McFarland fracture was drawn and the area under the curve was calculated. The results showed that the best cut-off value of age was 5.5 years, and the area under the curve was 0.807, and the prediction efficiency of the prediction model was good. Conclusion:Age<5.5 years is an independent risk factor for postoperative varus ankle deformity in children with McFarland fracture.
7.Construction of N6-methyladenosine Related LncRNA Pairing Model for Renal Cell Carcinoma Based on Bioinformatics Analysis of TCGA Database and Its Prognostic Value Research
Shuangze ZHONG ; Shangjin CHEN ; Hansheng LIN ; Yuancheng LUO ; Guofan HU ; Jingwei HE
Journal of Modern Laboratory Medicine 2024;39(2):68-74
Objective To construct N6-methyladenosine related long non-coding RNA(LncRNA)pairing model for renal cell carcinoma based on bioinformatics analysis of the cancer ganome atlas(TCGA)database and to explore its prognosis value.Methods Transcriptome data of RNA-sep for renal cell carcinoma and its related clinical information were downloaded from the TCGA database.Perl software was used to organize and separate LncRNA and messenger RNA(mRNA)from the transcriptome data.A total of 564 tissues from renal cell carcinoma cases and 72 normal tissues were obtained,and thus 540 renal cancer patients were eventually included.Random data table method was used to divide 540 patients with renal cancer into a training group(n=275)and a validation group(n=265)by caret.M6A related LncRNA pairing models were established based on the single factor and multivariate COX regression analysis.The risk assessment equation was obtained using the LASSO regression algorithm.The risk scores were calculated based on this equation,and the optimal critical point of the median risk value was applied to divide all patients into high-risk and low-risk groups.Kaplan-Meier survival analysis was used to make a survival curve for the differences between high and low risk groups in the overall sample.The gene ontology(GO)and Kyoto encyclopedia of genes and genomes(KEGG)pathway enrichment analyses were conducted using the Cluster Profiler software package.The relationship between N6-methyladenosine related LncRNA pairing model and immune cell infiltration was analyzed by R software.Results Kaplan-Meier survival analysis showed the total survival time of patients in the low-risk group was significantly higher than that of patients in the high-risk group of the training group(P<0.05).Compared with high risk group,the overall survival time of patients(G1~2,G3~4,Ⅰ~Ⅱ,or Ⅲ~Ⅳ,age≤65 years,or patients>65 years old)in low risk group was higher(P<0.05).Differential gene enrichment analysis was obtained for high and low risk groups,which mainly enriched with many differential genes such as muscle contraction,rhabdomytic cell differentiation,myofibril,receptor activation activity,and vascular smooth muscle contraction.The highest driver genes in high risk group and low risk group exhibited mutation frequency and mutation information,and their risk score was positively correlated with the degree of T cell and plasma cell infiltration(r=0.638,P=0.001).Conclusion Bioinformatics-based analysis of the N6-methyladenosine related LncRNA pairing models can be helpful to predict the prognosis of patients with renal cancer.It provides new ideas for the prognosis evaluation and optimal treatment strategy of renal cancer,and contributes to further analyzing the molecular mechanism of the occurrence and development of gastric cancer in the future.
8.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.
9.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.
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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