1.Applied advances of AI in radiotherapy for cervical cancer
Rongyao CHEN ; Qianjian WU ; Meiyan LI ; Caihua LIN ; Junmei HUANG ; Xufeng GUO
China Medical Equipment 2025;22(9):143-149
Radiotherapy is main method in treating cervical cancer,and the rapid advancement of artificial intelligence(AI)technique is providing entirely new solutions for radiotherapy for cervical cancer.The AI means that is represented by deep learning is deeply integrating into the whole process of diagnosis,treatment and management for cervical cancer,which can promote intelligent and precise development of radiotherapy workflows.Currently,the applied cores of AI in radiotherapy for cervical cancer include image registration,target delineation,optimization of radiotherapy planning and risk assessment,which can significantly enhance efficiency and precision of treatment.But,AI is facing some challenges in clinical applications include data quality,and algorithm's robustness and interpretability at the same time.Depended on the above analyses,this paper systematically reviewed the frontier applications and progress in practice of AI in radiotherapy for cervical cancer,which especially analyzed technical advantages and limitations of AI in key link,and explored its development path and coping strategy in clinical promotion and standard application in future.It is purpose to provide theoretical references for clinical practice of precise and accurate radiotherapy for cervical cancer.
2.Applied advances of AI in radiotherapy for cervical cancer
Rongyao CHEN ; Qianjian WU ; Meiyan LI ; Caihua LIN ; Junmei HUANG ; Xufeng GUO
China Medical Equipment 2025;22(9):143-149
Radiotherapy is main method in treating cervical cancer,and the rapid advancement of artificial intelligence(AI)technique is providing entirely new solutions for radiotherapy for cervical cancer.The AI means that is represented by deep learning is deeply integrating into the whole process of diagnosis,treatment and management for cervical cancer,which can promote intelligent and precise development of radiotherapy workflows.Currently,the applied cores of AI in radiotherapy for cervical cancer include image registration,target delineation,optimization of radiotherapy planning and risk assessment,which can significantly enhance efficiency and precision of treatment.But,AI is facing some challenges in clinical applications include data quality,and algorithm's robustness and interpretability at the same time.Depended on the above analyses,this paper systematically reviewed the frontier applications and progress in practice of AI in radiotherapy for cervical cancer,which especially analyzed technical advantages and limitations of AI in key link,and explored its development path and coping strategy in clinical promotion and standard application in future.It is purpose to provide theoretical references for clinical practice of precise and accurate radiotherapy for cervical cancer.
3.Research progress in association between Helicobacter pylori and metabolic syndrome and its effect on occurrence and development of metabolic syndrome
Yanbin ZHANG ; Guangye GUO ; Caihua ZHENG ; Xinyan LIU
Journal of Jilin University(Medicine Edition) 2024;50(6):1757-1762
Metabolic syndrome(MS)is a complex syndrome based on metabolic disorders in the human body,and is a risk factor for cardiovascular diseases and even certain tumors,with a complicated etiology and unclear pathogenesis.Helicobacter pylori(Hp)is one of the most common pathogenic bacteria,closely associated with the occurrence and development of various diseases.Currently,there are numerous studies both domestically and internationally on the relationship between Hp and MS and its components.Most studies suggest that there is an association between Hp and MS and Hp influences the occurrence and development of MS through multiple pathways.Eradicating Hp may become a new option for treating MS.Based on recent studies from both domestic and international sources,this paper discusses the association between Hp and MS,analyzes the effects of Hp on obesity,blood glucose,blood lipids,and blood pressure,and aims to provide new ideas for the prevention and treatment of MS.
4.Oral anti-coagulants use in Chinese hospitalized patients with atrial fibrillation
Jing LIN ; Deyong LONG ; Chenxi JIANG ; Caihua SANG ; Ribo TANG ; Songnan LI ; Wei WANG ; Xueyuan GUO ; Man NING ; Zhaoqing SUN ; Na YANG ; Yongchen HAO ; Jun LIU ; Jing LIU ; Xin DU ; Louise MORGAN ; C. Gregg FONAROW ; C. Sidney SMITH ; Y.H. Gregory LIP ; Dong ZHAO ; Jianzeng DONG ; Changsheng MA
Chinese Medical Journal 2024;137(2):172-180
Background::Oral anti-coagulants (OAC) are the intervention for the prevention of stroke, which consistently improve clinical outcomes and survival among patients with atrial fibrillation (AF). The main purpose of this study is to identify problems in OAC utilization among hospitalized patients with AF in China.Methods::Using data from the Improving Care for Cardiovascular Disease in China-Atrial Fibrillation (CCC-AF) registry, guideline-recommended OAC use in eligible patients was assessed.Results::A total of 52,530 patients with non-valvular AF were enrolled from February 2015 to December 2019, of whom 38,203 were at a high risk of stroke, 9717 were at a moderate risk, and 4610 were at a low risk. On admission, only 20.0% (6075/30,420) of patients with a diagnosed AF and a high risk of stroke were taking OAC. The use of pre-hospital OAC on admission was associated with a lower risk of new-onset ischemic stroke/transient ischemic attack among the diagnosed AF population (adjusted odds ratio: 0.54, 95% confidence interval: 0.43–0.68; P <0.001). At discharge, the prescription rate of OAC was 45.2% (16,757/37,087) in eligible patients with high stroke risk and 60.7% (2778/4578) in eligible patients with low stroke risk. OAC utilization in patients with high stroke risk on admission or at discharge both increased largely over time (all P <0.001). Multivariate analysis showed that OAC utilization at discharge was positively associated with in-hospital rhythm control strategies, including catheter ablation (adjusted odds ratio [OR] 11.63, 95% confidence interval [CI] 10.04–13.47; P <0.001), electronic cardioversion (adjusted OR 2.41, 95% CI 1.65–3.51; P <0.001), and anti-arrhythmic drug use (adjusted OR 1.45, 95% CI 1.38–1.53; P <0.001). Conclusions::In hospitals participated in the CCC-AF project, >70% of AF patients were at a high risk of stroke. Although poor performance on guideline-recommended OAC use was found in this study, over time the CCC-AF project has made progress in stroke prevention in the Chinese AF population.Registration::ClinicalTrials.gov, NCT02309398.
5.Early experience with mechanical hemodynamic support for catheter ablation of malignant ventricular tachycardia
Mengmeng LI ; Yang YANG ; Deyong LONG ; Chenxi JIANG ; Ribo TANG ; Caihua SANG ; Wei WANG ; Xin ZHAO ; Xueyuan GUO ; Songnan LI ; Changyi LI ; Man NING ; Changqi JIA ; Li FENG ; Dan WEN ; Hui ZHU ; Yuexin JIANG ; Fang LIU ; Tong LIU ; Jianzeng DONG ; Changsheng MA
Chinese Journal of Cardiology 2024;52(7):768-776
Objective:To explore the role of mechanical hemodynamic support (MHS) in mapping and catheter ablation of patients with hemodynamically unstable ventricular tachycardia (VT), report single-center experience in a cohort of consecutive patients receiving VT ablation during MHS therapy, and provide evidence-based medical evidence for clinical practice.Methods:This was a retrospective cohort study. Patients with hemodynamically unstable VT who underwent catheter ablation with MHS at Beijing Anzhen Hospital, Capital Medical University between August 2021 and December 2023 were included. Patients were divided into rescue group and preventive group according to the purpose of treatment. Their demographic data, periprocedural details, and clinical outcomes were collected and analyzed.Results:A total of 15 patients with hemodynamically unstable VT were included (8 patients in the rescue group and 7 patients in the preventive group). The acute procedure was successful in all patients. One patient in the rescue group had surgical left ventricular assist device (LVAD) implantation, remaining 14 patients received extracorporeal membrane oxygenation (ECMO) for circulation support. ECMO decannulation was performed in 12 patients due to clinical and hemodynamic stability, of which 6 patients were decannulation immediately after surgery and the remaining patients were decannulation at 2.0 (2.5) d after surgery. Two patients in the rescue group died during the index admission due to refractory heart failure and cerebral hemorrhage. During a median follow-up of 30 d (1 d to 12 months), one patient with LVAD had one episode of ventricular fibrillation at 6 months after discharge, and no further episodes of ventricular fibrillation and/or VT occurred after treatment with antiarrhythmic drugs. No malignant ventricular arrhythmia occurred in the remaining 12 patients who were followed up.Conclusions:MHS contributes to the successful completion of mapping and catheter ablation in patients with hemodynamically unstable VT, providing desirable hemodynamic status for emergency and elective conditions.
6.ABC-AF-Stroke score predicts thromboembolism in non-anticoagulated patients following successful atrial fibrillation ablation: a report from the Chinese Atrial Fibrillation Registry.
Yufeng WANG ; Chao JIANG ; Liu HE ; Xin DU ; Xueyuan GUO ; Ribo TANG ; Caihua SANG ; Deyong LONG ; Jianzeng DONG ; Ziad HIJAZI ; Gregory Y H LIP ; Changsheng MA
Chinese Medical Journal 2023;136(20):2451-2458
BACKGROUND:
The age, biomarkers, and clinical history (ABC)-atrial fibrillation (AF)-Stroke score have been proposed to refine stroke risk stratification, beyond what clinical risk scores such as the CHA2DS2-VASc score can offer. This study aimed to identify risk factors associated with thromboembolism and evaluate the performance of the ABC-AF-Stroke score in predicting thromboembolism in non-anticoagulated AF patients following successful ablations.
METHODS:
A total of 2692 patients who underwent successful ablations with discontinued anticoagulation after a 3-month blanking period in the Chinese Atrial Fibrillation Registry (CAFR) between 2013 and 2019 were included. Cox regression analysis was conducted to present the association of risk factors with thromboembolism risk. The ABC-AF-Stroke score was evaluated in terms of discrimination, including concordance index (C-index), net reclassification improvement (NRI) and integrated discrimination improvement (IDI), clinical utilization by decision curve analysis (DCA), and calibration by comparing the predicted risk with the observed annualized event rate.
RESULTS:
After a median follow-up of 3.5 years, 64 patients experienced thromboembolism events. Age, prior history of stroke/transient ischemic attack (TIA), high-sensitivity cardiac troponin T (cTnT-hs), and N-terminal pro-B-type natriuretic peptide (NT-proBNP) were independently associated with thromboembolism risk. The ABC-AF-Stroke score performed statistically significantly better than the CHA2DS2-VASc score in terms of C-index (0.67, 95% confidence interval [CI]: 0.59-0.74 vs. 0.60, 95% CI: 0.52-0.67, P = 0.030) and reclassification capacity. The DCA implied that the ABC-AF-Stroke score could identify more thromboembolism events without increasing the false positive rate compared to the CHA2DS2-VASc score. The calibration curve showed that the ABC-AF-Stroke score was well calibrated in this population.
CONCLUSIONS
In this real-world study enrolling non-anticoagulated AF patients following successful ablations, age, prior history of stroke/TIA, level of NT-proBNP, and cTnT-hs were independently associated with an increased risk of thromboembolism. The ABC-AF-Stroke score was well-calibrated and statistically significantly outperformed the CHA2DS2-VASc score in predicting thromboembolism risk.
Humans
;
Anticoagulants/therapeutic use*
;
Atrial Fibrillation/complications*
;
East Asian People
;
Ischemic Attack, Transient
;
Registries
;
Risk Assessment
;
Risk Factors
;
Stroke/etiology*
;
Thromboembolism/etiology*
;
Troponin T
7.Cloning and expression analysis of JrGI gene in walnut.
Xing YUAN ; Jinming LIU ; Caihua GUO ; Chao KANG ; Zhongrong ZHANG ; Shaowen QUAN ; Jianxin NIU
Chinese Journal of Biotechnology 2023;39(2):640-652
GI (GIGANTEA) is one of the output key genes for circadian clock in the plant. The JrGI gene was cloned and its expression in different tissues was analyzed to facilitate the functional research of JrGI. RT-PCR (reverse transcription-polymerase chain reaction) was used to clone JrGI gene in present study. This gene was then analyzed by bioinformatics, subcellular localization and gene expression. The coding sequence (CDS) full length of JrGI gene was 3 516 bp, encoding 1 171 amino acids with a molecular mass of 128.60 kDa and a theoretical isoelectric point of 6.13. It was a hydrophilic protein. Phylogenetic analysis showed that JrGI of 'Xinxin 2' was highly homologous to GI of Populus euphratica. The result of subcellular localization showed that JrGI protein was located in nucleus. The JrGI, JrCO and JrFT genes in female flower buds undifferentiated and early differentiated of 'Xinxin 2' were analyzed by RT-qPCR (real-time quantitative PCR). The results showed that the expression of JrGI, JrCO and JrFT genes were the highest on morphological differentiation, implying the temporal and special regulation of JrGI in the differential process of female flower buds of'Xinxin 2'. In addition, RT-qPCR analysis showed that JrGI gene was expressed in all tissues examined, whereas the expression level in leaves was the highest. It is suggested that JrGI gene plays a key role in the development of walnut leaves.
Juglans/genetics*
;
Phylogeny
;
Plant Leaves
;
Cloning, Molecular
;
Gene Expression Regulation, Plant
;
Plant Proteins/metabolism*
8.Analysis of pathological data and epidemiological characteristics of 10 684 cases of renal biopsy in Xinjiang Uygur Autonomous Region
Yanya DUAN ; Caihua LIE ; Lei ZHANG ; Kasimumali AYIJIAKEN ; Wen GUO ; Yong LI ; Hong JIANG ; Chen LU
Chinese Journal of Nephrology 2021;37(6):490-498
Objective:To investigate the composition of the renal disease spectrum and epidemiological characterisics for renal biopsy cases in Xinjiang Uygur Autonomous Region.Methods:The clinical and pathological data of 10 684 renal biopsy cases from 12 hospitals in Xinjiang Uygur Autonomous Region from August 1986 to December 2019 were collected and the composition of renal diseases and pathological types were analyzed retrospectively.Results:Among the 10 684 renal biopsy cases with 5 595 males and 5 089 females, 7 804 cases (73.04%) were Han nationality, 2 357 cases (22.06%) were Uygur nationality and 523 cases (4.90%) were other nationalities. Among the 10 684 cases of renal biopsy, primary glomerular disease, secondary glomerular disease, tubulointerstitial disease, end-stage renal disease, genetic and congenital disease and post transplant glomerular disease were 8 533 cases (79.87%), 1 740 cases (16.29%), 229 cases (2.14%), 121 cases (1.13%), 46 cases (0.43%) and 15 cases (0.14%), respectively. The distribution of kidney diseases in Han, Uygur and other nationalities (except Han and Uygur in this region) was the same as that in general. There was no significant difference in disease type composition between Han and Uygur, Han and other nationalities, and Uygur and other nationalities (all P>0.05). Among the 8 533 cases of primary glomerular diseases, the top five pathological types were IgA nephropathy (3 095 cases, 36.27%), mesangial proliferative glomerulonephritis (2 008 cases, 23.53%), membranous nephropathy (1 503 cases, 17.61%), minimal glomerulopathy (567 cases, 6.64%) and focal segmental glomerulosclerosis (494 cases, 5.79%). The top five pathological types of primary glomerular diseases were different between Han and Uygur, and Han and other nationalities (both P<0.01). There was no statistically significant difference between Uygur and other nationalities in the top five pathological types of primary glomerular diseases ( P=0.113). Among 1 740 cases of secondary glomerular diseases, the top five pathological types were lupus nephritis (517 cases, 29.71%), Henoch-Sch?nlein purpura nephritis (304 cases, 17.47%), diabetic glomerulosclerosis (285 cases, 16.38%), benign renal arteriosclerosis (196 cases, 11.26%) and systemic vasculitis (101 cases, 5.80%). It was different between Han and Uygur, Han and other nationalities, and Uygur and other nationalities in the top five pathological types of secondary glomerular diseases. Conclusions:Primary glomerular disease accounts for 79.87% of renal diseases in Xinjiang Uygur Autonomous Region. IgA nephropathy is the main pathological type, followed by mesangial proliferative glomerulonephritis and membranous nephropathy. The most common pathological type of secondary glomerular disease in this region is lupus nephritis, followed by Henoch-Sch?nlein purpura nephritis and diabetic glomerulosclerosis. The top five pathological types of primary glomerular diseases and secondary glomerular diseases are different in different ethnic groups in Xinjiang Uygur Autonomous Region.
9.Mild Renal Dysfunction and Risk of Thromboembolism and Bleeding in Patients with Atrial Fibrillation: The Chinese Atrial Fibrillation Registry Study
Jingye LI ; Sitong LI ; Chao JIANG ; Jing DU ; Xueyuan GUO ; Songnan LI ; Chenxi JIANG ; Ribo TANG ; Caihua SANG ; Deyong LONG ; Xin DU ; Jianzeng DONG ; Changsheng MA
Cardiology Discovery 2021;01(1):29-36
Objective::Previous studies indicated that patients with atrial fibrillation (AF) and moderate-to-severe chronic kidney disease (CKD) are at a higher risk of thromboembolism and bleeding during anticoagulation. Whether mild CKD is associated with an increased risk of thromboembolism and bleeding in AF patients remains unknown. This study aimed to evaluate the impact of mild CKD on thromboembolism and major bleeding among patients with AF.Methods::Baseline serum creatinine was available in 17,559 of 25,512 patients enrolled in the China-AF study between August 2011 and December 2018. After excluding those who underwent AF ablation or with moderate-to-severe CKD, 7191 non-valvular AF patients (2059 with mild CKD and 5132 with normal renal function) with regular follow-up for at least 6 months were included. Primary outcomes were the time to the first occurrence of thromboembolic and major bleeding events.Results::Over a mean follow-up of (44.4 ± 23.4) months, 639 thromboembolism and 231 major bleeding events occurred. The crude incidence rates of thromboembolism were higher in the mild CKD group than that of the normal renal function group (3.0/100 person-years vs. 2.2/100 person-years, P < 0.0001), while the crude incidence rates of major bleeding were comparable between the two groups (1.0/100 person-years vs. 0.8/100 person-years, P= 0.076). After multivariate analyses, mild CKD was not associated with an increased risk of thromboembolism (HR = 1.05, 95% CI: 0.89-1.25, P= 0.547) or major bleeding (HR = 1.11, 95% CI: 0.84-1.47, P= 0.476). Conclusions::Mild CKD was not an independent risk factor of thromboembolism or major bleeding in patients with AF.
10.Mild Renal Dysfunction and Risk of Thromboembolism and Bleeding in Patients with Atrial Fibrillation: The Chinese Atrial Fibrillation Registry Study
Jingye LI ; Sitong LI ; Chao JIANG ; Jing DU ; Xueyuan GUO ; Songnan LI ; Chenxi JIANG ; Ribo TANG ; Caihua SANG ; Deyong LONG ; Xin DU ; Jianzeng DONG ; Changsheng MA
Cardiology Discovery 2021;01(1):29-36
Objective::Previous studies indicated that patients with atrial fibrillation (AF) and moderate-to-severe chronic kidney disease (CKD) are at a higher risk of thromboembolism and bleeding during anticoagulation. Whether mild CKD is associated with an increased risk of thromboembolism and bleeding in AF patients remains unknown. This study aimed to evaluate the impact of mild CKD on thromboembolism and major bleeding among patients with AF.Methods::Baseline serum creatinine was available in 17,559 of 25,512 patients enrolled in the China-AF study between August 2011 and December 2018. After excluding those who underwent AF ablation or with moderate-to-severe CKD, 7191 non-valvular AF patients (2059 with mild CKD and 5132 with normal renal function) with regular follow-up for at least 6 months were included. Primary outcomes were the time to the first occurrence of thromboembolic and major bleeding events.Results::Over a mean follow-up of (44.4 ± 23.4) months, 639 thromboembolism and 231 major bleeding events occurred. The crude incidence rates of thromboembolism were higher in the mild CKD group than that of the normal renal function group (3.0/100 person-years vs. 2.2/100 person-years, P < 0.0001), while the crude incidence rates of major bleeding were comparable between the two groups (1.0/100 person-years vs. 0.8/100 person-years, P= 0.076). After multivariate analyses, mild CKD was not associated with an increased risk of thromboembolism (HR = 1.05, 95% CI: 0.89-1.25, P= 0.547) or major bleeding (HR = 1.11, 95% CI: 0.84-1.47, P= 0.476). Conclusions::Mild CKD was not an independent risk factor of thromboembolism or major bleeding in patients with AF.

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