1.Comparative analysis of the value of immunotherapy in bladder preservation with chemoradiotherapy for bladder cancer
Ping TANG ; Yuchen HAN ; Mengqi ZHANG ; Junjun GAO ; Yueping LIU ; Hui FANG ; Wenwen ZHANG ; Linjun HU ; Xingang BI ; Jianzhong SHOU ; Ye-xiong LI
Chinese Journal of Radiation Oncology 2025;34(9):921-928
Objective:To compare the preliminary efficacy and adverse events of chemoradiotherapy (CRT) with or without immunotherapy in bladder preservation therapy for localized muscle-invasive bladder cancer (MIBC) confined to the pelvis.Methods:Clinical data of 60 patients with MIBC who received CRT with or without immunotherapy for bladder preservation at the Cancer Hospital, Chinese Academy of Medical Sciences from January 2016 to June 2024 were retrospectively analyzed. Patients were divided into CRT plus immunotherapy group and CRT-alone group. Survival outcomes, bladder function preservation, recurrence and metastasis, as well as early and late radiation toxicities were evaluated. The Mann-Whitney U test was used for between-group comparisons. Overall survival (OS), progression-free survival (PFS), local recurrence-free survival (LRFS), and distant metastasis-free survival (DMFS) were estimated by the Kaplan-Meier method, and survival rates were compared by the log-rank test. Results:In the CRT plus immunotherapy group ( n=23), the median follow-up was 20 months. The median OS and median PFS were not reached. The 2-year OS, PFS, LRFS, and DMFS rates were 95.7%, 70.7%, 70.7%, and 92.9%, respectively, and 22 patients (96%) preserved normal bladder function. Patients with programmed death-ligand 1 (PD-L1) combined positive score (CPS) ≥1 had significantly higher 1-year PFS rate than those with CPS <1 (100% vs. 66.7%, P=0.004). In the CRT-alone group ( n=37), the median follow-up was 37 months, with median OS and PFS of 68 and 19 months, respectively. The 2-year OS, PFS, LRFS, and DMFS rates were 92.0%, 41.1%, 60.9% and 81.5%, respectively, and 33 patients (89%) preserved normal bladder function. Compared with the CRT-alone group, the CRT plus immunotherapy group showed a significant improvement in PFS ( χ2=4.38, P=0.036), while no significant differences were observed in OS, LRFS, or DMFS (all P>0.05). The incidence of acute hematologic toxicity in the CRT plus immunotherapy group and CRT-alone group were 52% (12/23), 27% (10/37) respectively, and late genitourinary toxicity was 22% (5/23), 8% (3/37), respectively, with no significant differences in overall acute or late toxicities (all P>0.05). Conclusions:For localized MIBC, bladder preservation with CRT combined with immunotherapy significantly improves PFS compared with CRT alone, while maintaining comparable safety. The PD-L1 status may serve as a favorable predictor for immunotherapy efficacy.
2.Establishing a dose-response curve for 137Cs γ-ray irradiation-induced chromosomal aberrations in human peripheral blood lymphocytes through automated analysis
Tianxi ZHANG ; Haipeng YE ; Huijuan YU ; Yan LIU ; Yaping BI ; Yanna LE
Chinese Journal of Radiological Medicine and Protection 2025;45(9):858-862
Objective:To establish a dose-response curve of dicentric chromosomes and centromeric rings (dic+ r) in γ-ray irradiation-induced chromosomal aberrations in human peripheral blood lymphocytes through automated analysis.Methods:Peripheral blood samples from three healthy donors were irradiated in vitro at doses of 0, 0.5, 0.75, 1, 1.5, 2, 3, 4, and 5 Gy and a dose rate of 0.80 Gy/min using a 137Cs γ-ray source. Post-irradiation, lymphocytes were cultured based on standard protocols, harvested using an automatic cell harvester, and prepared on slides using an automatic slide preparation system. dic+ r were analyzed fully automatically using the DCScore software, and a dose-response curve of dic+ r was established through fitting and then validated using the CABAS software. Results:The dose-response curve followed a linear-quadratic model, i. e., y = 0.093 65+ 0.030 21 D+ 0.025 31 D2 ( R2 = 0.999 2), where y was the quantity of dic+ r and D was the absorbed dose of γ-ray irradiation (Gy). Doses to samples for blind validation were estimated using this curve, yielding deviations of less than 24% from the actual irradiation doses. Conclusions:The fully automated analysis of dic+ r in 137Cs γ-ray irradiation-induced chromosomal aberrations, followed by the construction of the dose-response curve, holds significant potential for rapid, high-throughput biodosimetry in large-scale nuclear emergencies.
3.Study on the association between different feeding methods during the first six months after birth and physical growth of children aged 3 to 5 years based on the Taicang and Wuqiang mother-child cohort study in China
Yifan DUAN ; Zhenyu YANG ; Ye BI ; Changqing LIU ; Yongli ZHAO ; Xuyang GU ; Jingtao DUAN ; Hua ZHAO ; Jianqiang LAI
Chinese Journal of Preventive Medicine 2025;59(1):30-38
Objective:To explore the association between different feeding methods during the first six months after birth and the physical growth of children aged 3 to 5 years.Methods:Data were from the "Taicang and Wuqiang mother-child cohort study"(TAWS) in China. Children were enrolled at birth between November 2016 and September 2020 and followed up at 1, 2, 3, 6, 8, 12, 18, and 24 months, as well as at ages 3 to 5 years. Based on feeding methods within six months of age, children were categorized into an "exclusive breastfeeding group" and a "formula-feeding group". Birth-related information and feeding practices between 8 and 24 months were collected, alongside dietary habits, physical activity, and illness during preschool years. Height and weight of preschool children were measured to calculate height-for-age Z-score (HAZ), weight-for-age Z-score (WAZ), body mass index-for-age Z-score (BAZ), and the rates of stunting, underweight, wasting, overweight, and obesity. After adjusting for demographic factors, birth-related information, feeding practices between 8 to 24 months, preschool dietary habits, physical activity, and health status, multiple linear regression and logistic regression were adopted to analyze the influence of feeding methods within six months of age on the physical growth of children aged 3 to 5 years.Results:A total of 1 233 children were included, comprising 629 boys and 604 girls. The number of children aged 3, 4, and 5 years was 436, 406, and 391, respectively. About 754 children were categorized into the exclusive breastfeeding group and 479 into the formula-feeding group. Children who were introduced to formula milk within six months of age had higher HAZ (0.09±0.99), WAZ (0.24±1.07) and BAZ (0.26±1.11) scores at ages 3 to 5 compared to the exclusive breastfeeding group [HAZ, WAZ, and BAZ were (-0.04±0.92), (0.06±1.02) and (0.11±1.08), respectively]. After adjusting for confounding factors, multiple linear regression analysis showed that the β (95% CI) values for HAZ, WAZ and BAZ in the formula-feeding group were 0.16 (0.06-0.25), 0.17 (0.06-0.29) and 0.15 (0.02-0.27), respectively, compared to the exclusive breastfeeding group. After adjusting for confounding factors, the results of the multivariate logistic regression model indicated that there were no statistically significant differences in the risks of stunting, underweight, wasting, overweight, and obesity during the preschool years between the exclusive breastfeeding group and the formula-feeding group, with OR (95% CI) values of 1.04 (0.41-2.62), 0.99 (0.27-3.57), 1.63 (0.53-4.95), 1.08 (0.66-1.74), and 1.58 (0.70-3.60), respectively. Conclusion:Exclusive breastfeeding within six months of age does not increase the risk of undernutrition (including stunting, underweight or wasting) during preschool years. However, the introduction of formula feeding within six months of age significantly increases the physical growth level of the preschool stage.
4.Clinical study of intracranial hypotension targeted body posture combined with pharmacotherapy in the treatment of chronic subdural hematoma
Jiayu CHEN ; Zhe WANG ; Di ZANG ; Ruizhe ZHENG ; Xiangru YE ; Zengxin QI ; Zeyu XU ; Zhiqiang LI ; Chengfeng SUN ; Liangjun SHEN ; Luoping SHENG ; Fulin XU ; Ruyong YE ; Kaiyu ZHOU ; Weijun TANG ; Yueqing HU ; Dapeng SHI ; Yuquan WANG ; Xizhen WU ; Ying WANG ; Qilin ZHANG ; Feili LIU ; Guo YU ; Yiping LU ; Yirui SUN ; Ning ZHANG ; Feng HUANG ; Xialong GU ; Han ZHANG ; Jian DING ; Yongyan BI ; Haolan DU ; Jing ZHANG ; Hailong JI ; Ding DING ; Wei ZHANG ; Xuehai WU
Chinese Journal of Surgery 2025;63(3):212-218
Objective:To compare the efficacy of body posture combined with pharmacotherapy and pharmacotherapy alone in the treatment of chronic subdural hematoma(CSDH).Methods:Firstly, retrospective case series study was conducted. Thirty cases of CSDH that had received body posture combined with pharmacotherapy at Department of Neurosurgery, Huashan Hospital Affiliated to Fudan University from December 2016 to October 2020 were studied retrospectively. Twenty-seven patients were male, and 3 patients were female. The age of patients ( M(IQR)) was 66(16) years (range:28 to 84). Nineteen patients had unilateral hematoma, and 11 patients had bilateral hematoma. All patients received pharmacotherapy and body posture therapy that was to raise their lower limbs 20 to 30 cm with leg lift pad and get abdominal compressed with customized abdominal belt in supine position. Patients were required to maintain the body posture as much as possible, with the maximum to 16 to 18 hours per day. Patients with unilateral hematoma should tilt the head to the affected side and avoid tilting it to the opposite side. For patients with bilateral hematoma, there was no need for head lateralization. Patient were treated with oral dexamethasone and atorvastatin simultaneously. The preliminary efficacy of body posture combined with pharmacotherapy was determined by hematoma improvement rate which was analyzed by Clopper-Pearson method. Then, the multi-center, prospective, randomized controlled trial had carried out in 9 medical centers from August 2020 to November 2021. The stratified block randomization method was adopted. Patients were randomized in a ratio of 1∶1 to either receive pharmacotherapy alone(the control group) or body posture combined with pharmacotherapy(the experiment group) for 3 months and followed up for 6 months. Effective treatment was defined as complete absorption of hematoma, or the hematoma volume decreased by more than 10 ml and Markwalder grading scale score had improved by more than 1 point compared to the baseline. The efficacy rate and surgery conversion rate at 3 months and recurrence at 6 months were observed. Comparison between groups was performed with paired sample t test, Mann-Whitney U test, χ2 test, corrected χ2 test, or Fisher exact probability method. Logistic regression was used to compare the effective rate and operation rate between the two groups. Results:In the respective study, 30 patients completed follow-up 13 to 353 days after treatment. At the last follow-up, the incidence of almost complete absorption or significantly absorption of hematoma (hematoma volume was significantly reduced accompanied by symptom improvement) was 93.3%. The 95% CI for the incidence that analyzed by the Clopper-Pearson method was 77.9% to 99.2%. One hundred and six patients were enrolled in the multicenter study. Fifty-five patients underwent body posture combined with pharmacotherapy. The age was 74(17) years (range:26 to 92). Thirty-nine patients were males and 16 were females. Fifty-one patients underwent pharmacotherapy alone. The age was 69(12) years (range:48 to 84). Thirty-seven patients were males and 14 were females. The length of body posture recorded in diary card was (15.7±2.3) hours(range:7.6 to 19.3 hours). The efficacy rate in the body posture combined with pharmacotherapy group and pharmacotherapy alone group were 83.6% (46/55) and 56.9% (29/51), respectively at 3 months. The result of the logistic regression analysis showed that the efficacy of body posture combined with pharmacotherapy group was better than that of pharmacotherapy alone group ( OR=3.88,95% CI:1.57 to 9.58, P=0.003). Surgery rate in the body posture combined with pharmacotherapy group and pharmacotherapy alone group were 5.5% (3/55) and 21.6% (11/51) respectively. The result of Logistic regression showed that the pharmacotherapy alone group was more likely to be converted to surgery ( OR=0.21,95% CI:0.05 to 0.80, P=0.023). At the 6 months, no recurrence of cases was found in the body posture combined with pharmacotherapy group. However, the recurrence rate of pharmacotherapy alone group was 6.3% (3/48), there was no significant difference between the two groups ( P>0.05). Conclusion:The effect of body posture combined with pharmacotherapy for chronic subdural hematoma is better than that of pharmacotherapy alone.
5.Comparative analysis of the value of immunotherapy in bladder preservation with chemoradiotherapy for bladder cancer
Ping TANG ; Yuchen HAN ; Mengqi ZHANG ; Junjun GAO ; Yueping LIU ; Hui FANG ; Wenwen ZHANG ; Linjun HU ; Xingang BI ; Jianzhong SHOU ; Ye-xiong LI
Chinese Journal of Radiation Oncology 2025;34(9):921-928
Objective:To compare the preliminary efficacy and adverse events of chemoradiotherapy (CRT) with or without immunotherapy in bladder preservation therapy for localized muscle-invasive bladder cancer (MIBC) confined to the pelvis.Methods:Clinical data of 60 patients with MIBC who received CRT with or without immunotherapy for bladder preservation at the Cancer Hospital, Chinese Academy of Medical Sciences from January 2016 to June 2024 were retrospectively analyzed. Patients were divided into CRT plus immunotherapy group and CRT-alone group. Survival outcomes, bladder function preservation, recurrence and metastasis, as well as early and late radiation toxicities were evaluated. The Mann-Whitney U test was used for between-group comparisons. Overall survival (OS), progression-free survival (PFS), local recurrence-free survival (LRFS), and distant metastasis-free survival (DMFS) were estimated by the Kaplan-Meier method, and survival rates were compared by the log-rank test. Results:In the CRT plus immunotherapy group ( n=23), the median follow-up was 20 months. The median OS and median PFS were not reached. The 2-year OS, PFS, LRFS, and DMFS rates were 95.7%, 70.7%, 70.7%, and 92.9%, respectively, and 22 patients (96%) preserved normal bladder function. Patients with programmed death-ligand 1 (PD-L1) combined positive score (CPS) ≥1 had significantly higher 1-year PFS rate than those with CPS <1 (100% vs. 66.7%, P=0.004). In the CRT-alone group ( n=37), the median follow-up was 37 months, with median OS and PFS of 68 and 19 months, respectively. The 2-year OS, PFS, LRFS, and DMFS rates were 92.0%, 41.1%, 60.9% and 81.5%, respectively, and 33 patients (89%) preserved normal bladder function. Compared with the CRT-alone group, the CRT plus immunotherapy group showed a significant improvement in PFS ( χ2=4.38, P=0.036), while no significant differences were observed in OS, LRFS, or DMFS (all P>0.05). The incidence of acute hematologic toxicity in the CRT plus immunotherapy group and CRT-alone group were 52% (12/23), 27% (10/37) respectively, and late genitourinary toxicity was 22% (5/23), 8% (3/37), respectively, with no significant differences in overall acute or late toxicities (all P>0.05). Conclusions:For localized MIBC, bladder preservation with CRT combined with immunotherapy significantly improves PFS compared with CRT alone, while maintaining comparable safety. The PD-L1 status may serve as a favorable predictor for immunotherapy efficacy.
6.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
7.Risk factors for lymph node metastasis after RARP in high-risk prostate cancer patients and construction of a nomogram
Qi CAI ; Ziyan AN ; Zhoujie YE ; Jinpeng SHAO ; Kaipeng BI ; Zheng WANG ; Guanqiu CHEN ; Jie ZHU ; Guangfu CHEN ; Shaoxi NIU ; Baojun WANG ; Xin MA ; Jiangping GAO ; Weijun FU
Chinese Journal of Urology 2025;46(8):593-599
Objective:This study investigated the independent risk factors for lymph node metastasis(LNM)in high-risk prostate cancer(HRPCa)patients undergoing robot-assisted radical prostatectomy(RARP),and constructed a nomogram model based on clinical data to improve the accuracy and clinical practicality of preoperative prediction of LNM.Methods:A retrospective analysis was conducted on the clinical data of 218 HRPCa patients who received RARP treatment at the First Medical Center of the PLA General Hospital from January 2020 to March 2025 as the modeling group. The age of the modeling group was(66.91±6.94)years old. 75 cases(34.40%)had a history of smoking,and 48 cases(22.02%)had a history of drinking. There were a body mass index(BMI)of 25.55(23.58,27.00)kg/m 2,a total prostate-specific antigen(tPSA)of 20.59(10.42,30.61)ng/ml,a free prostate-specific antigen(fPSA)of 1.87(1.04,3.26)ng/ml,a prostate volume(PV)of(41.19±21.00)ml,a prostate-specific antigen density(PSAD)of 0.52(0.30,0.84)ng/ml 2. Among the patients,60 cases(27.52%)had a preoperative biopsy Gleason score >8,and the percentage of positive biopsy cores(PPBC)was 50%(31%,80%). Thirty-one patients(14.22%)were staged clinically as >T 2c. The diagnostic criteria for high-risk prostate cancer(HRPCa)were defined as meeting any one of the following:PSA >20 ng/ml,Gleason score on prostate biopsy ≥8,or clinical stage ≥T 3. Among the 218 patients in the modeling cohort,67 cases(30.73%)met two of the criteria,and 7 cases(3.21%)met all three criteria. All 218 patients underwent RARP,and based on postoperative pathology,they were divided into the LNM group and the non-LNM group. The relationship between the number of diagnostic criteria met and the occurrence of LNM was analyzed. An external validation cohort included 42 HRPCa patients who underwent RARP at the Third,Fifth Medical Centers of the PLA General Hospital between January 2023 and May 2025. Their mean age was(66.79±5.92)years. Eighteen patients(42.86%)had a smoking history,and nine(21.43%)had a history of alcohol consumption. The median BMI was 26.00(23.80,27.13)kg/m 2. The median tPSA level was 17.34(8.97,27.30)ng/ml. The median fPSA was 1.51(0.83,2.52)ng/ml,and the median PV was(35.57 ± 15.25)ml. The median PSAD was 0.57(0.23,0.87)ng/ml 2,and the median PPBC was 58%(36%,71%). Three patients(7.14%)had a clinical stage >T 2c,and 12 patients(28.57%)had a Gleason score >8 on preoperative biopsy. Univariate and multivariate binary logistic regression analyses were used to identify independent risk factors for LNM,and a nomogram model was constructed based on these factors. The predictive performance of the model was evaluated using receiver operating characteristic(ROC)curves and calibration plots,and the model was validated in the external cohort. Result:According to postoperative pathology,45 patients were classified into the LNM group,and 173 into the non-LNM group. The probability of LNM increased proportionally with the number of diagnostic criteria met for HRPCa(meeting two criteria: OR = 4.762,95% CI 2.323-9.761, P < 0.01;meeting three criteria: OR = 10.667,95% CI 2.187-52.025, P=0.003). Binary logistic regression analysis revealed that age( OR=0.913,95% CI 0.859-0.971, P = 0.004),tPSA( OR=1.039,95% CI 1.018-1.061, P<0.01),PPBC( OR = 5.656,95% CI 1.101-29.056, P = 0.038),and clinical T stage(T 2c stage: OR=2.945,95% CI 0.888-9.769, P=0.077;>T 2c stage OR = 18.351,95% CI 4.790-70.306, P < 0.01)were independent risk factors for postoperative LNM in HRPCa patients after RARP. The ROC curve of the nomogram model based on these factors showed an area under the curve(AUC)of 0.853(95% CI 0.790-0.917). In the external validation cohort,the nomogram achieved an AUC of 0.743(95% CI 0.556-0.929). The calibration plots demonstrated good agreement between the predicted probabilities and actual observations. Conclusions:Age,tPSA,PPBC,and clinical T stage were independent predictors of postoperative LNM in HRPCa patients undergoing RARP. The greater the number of HRPCa diagnostic criteria met,the higher the likelihood of postoperative LNM. The nomogram developed in this study could effectively predict the risk of LNM in HRPCa patients after RARP.
8.Application of Allogeneic Hematopoietic Stem Cell Transplantation in Elderly Patients with Acute Myeloid Leukemia——Review
Journal of Experimental Hematology 2025;33(4):1228-1232
The development of medical technology and the extension of lifespan have promoted population aging,and malignant blood diseases are gradually becoming common in the elderly.Among them,the most common is acute myeloid leukemia(AML),with a median age at diagnosis of 68 years old.Due to poor clinical conditions,severe comorbidities,poor tolerance to intensive therapy,as well as unfavorable or complex cytogenetics and multidrug resistance,elderly AML patients have a poorer prognosis and increased risks of treatment-related toxicity and mortality.Allogeneic hematopoietic stem cell transplantation(allo-HSCT)is one of the optimal treatment strategies for elderly AML patients.With improvements in reduced-intensity conditioning(RIC),the expansion of donor selection,the optimization of graft-versus-host disease(GVHD)prevention regimen,and the progress of supportive care,more elderly AML patients have been choosing allo-HSCT.This article reviews the recent applications of allo-HSCT in elderly AML patients.
9.Feasibility study on diagnosis of pulmonary embolism using deep learning reconstruction algorithm in ultra-low radiation dose CT pulmonary angiography
Jinjuan LU ; Leilei SHEN ; Zhenghong BI ; Chun ZHOU ; Yijing GUO ; Weijian XU ; Xiaodan YE ; Mengsu ZENG ; Mingliang WANG
Chinese Journal of Radiology 2025;59(8):886-893
Objective:To investigate the feasibility of ultra-low dose (ULD) CT pulmonary angiography (CTPA) combined with deep learning reconstruction (DLR) in the diagnosis of pulmonary embolism (PE).Methods:This cross-sectional study prospectively enrolled 100 patients with suspected PE who underwent CTPA examination in Zhongshan Hospital Fudan University, and Shanghai Geriatric Medical Center from April to July 2024, and were randomly divided into the routine dose (RD) group and ULD group according to block randomization. Effective dose (ED) were calculated. The noise index of RD group and ULD group was set to 10 and 20, respectively. Other scanning parameters and contrast agent injection protocol were the same. The CT images of RD group were reconstructed using hybrid iterative reconstruction (HIR), while ULD images were reconstructed with HIR and DLR (ULD-HIR subgroup and ULD-DLR subgroup). The image quality of the three groups of images was subjectively evaluated (overall image noise, pulmonary artery display) and objectively evaluated [signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR) of the images] respectively. Finally, the diagnostic results of PE by the expert committee composed of three chief physicians were taken as the gold standard, and one physician with lower qualifications independently evaluated the diagnostic rate of PE in the three groups of images. Objective image quality parameters across the three groups were compared using ANOVA, with LSD post hoc test was used for multiple comparisons. Subjective scores among the three groups were analyzed using the Kruskal-Wallis H test, with Bonferroni corrected pairwise post hoc test was applied for multiple pairwise comparisons. Results:The ED in the RD group and ULD group were (2.7±0.5) mSv and (0.7±0.2) mSv, respectively, and the differences were statistically significant ( t=26.42, P<0.001). The overall differences in CT values of pulmonary arteries at all levels in the images of the RD group, the ULD-HIR subgroup, and the ULD-DLR subgroup were not statistically significant ( P>0.05).The RD group, ULD-HIR subgroup and ULD-DLR subgroup overall differences in SNR and CNR at all levels pulmonary arteries were statistically significant ( P<0.001), in which except for the differences in CNR and SNR values of the left pulmonary arterial trunk in the RD group and the ULD-HIR subgroup, and SNR values of basal segment pulmonary artery of the lower lobe of the left lung, which were not statistically significant ( P>0.05), the differences of the rest of the indexes in the pairwise comparisons between the groups were statistically significant ( P<0.05). The overall differences in the subjective scores of image pulmonary vascular display and image noise in the RD group, ULD-HIR subgroup and ULD-DLR subgroup were statistically significant ( P<0.001), except that the differences in the subjective scores of image pulmonary vascular display in the ULD-DLR subgroup were not statistically significant when compared with that of the RD group ( P>0.05) and that of the rest of the metrics in the between-groups two-by-two comparisons were all statistically significant ( P<0.05). The difference in diagnostic rates of PE in the pulmonary artery trunk, lobe and segmental levels in the images of the RD group, ULD-HIR subgroup and ULD-DLR subgroup was not statistically significant ( P>0.05). Conclusions:DLR can significantly reduce the radiation dose of CTPA examination. Even at ultra-low radiation dose, its image quality is still better than HIR reconstruction at conventional doses and preserve diagnostic accuracy of PE at the lobe level and segment level.
10.Feasibility study on diagnosis of pulmonary embolism using deep learning reconstruction algorithm in ultra-low radiation dose CT pulmonary angiography
Jinjuan LU ; Leilei SHEN ; Zhenghong BI ; Chun ZHOU ; Yijing GUO ; Weijian XU ; Xiaodan YE ; Mengsu ZENG ; Mingliang WANG
Chinese Journal of Radiology 2025;59(8):886-893
Objective:To investigate the feasibility of ultra-low dose (ULD) CT pulmonary angiography (CTPA) combined with deep learning reconstruction (DLR) in the diagnosis of pulmonary embolism (PE).Methods:This cross-sectional study prospectively enrolled 100 patients with suspected PE who underwent CTPA examination in Zhongshan Hospital Fudan University, and Shanghai Geriatric Medical Center from April to July 2024, and were randomly divided into the routine dose (RD) group and ULD group according to block randomization. Effective dose (ED) were calculated. The noise index of RD group and ULD group was set to 10 and 20, respectively. Other scanning parameters and contrast agent injection protocol were the same. The CT images of RD group were reconstructed using hybrid iterative reconstruction (HIR), while ULD images were reconstructed with HIR and DLR (ULD-HIR subgroup and ULD-DLR subgroup). The image quality of the three groups of images was subjectively evaluated (overall image noise, pulmonary artery display) and objectively evaluated [signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR) of the images] respectively. Finally, the diagnostic results of PE by the expert committee composed of three chief physicians were taken as the gold standard, and one physician with lower qualifications independently evaluated the diagnostic rate of PE in the three groups of images. Objective image quality parameters across the three groups were compared using ANOVA, with LSD post hoc test was used for multiple comparisons. Subjective scores among the three groups were analyzed using the Kruskal-Wallis H test, with Bonferroni corrected pairwise post hoc test was applied for multiple pairwise comparisons. Results:The ED in the RD group and ULD group were (2.7±0.5) mSv and (0.7±0.2) mSv, respectively, and the differences were statistically significant ( t=26.42, P<0.001). The overall differences in CT values of pulmonary arteries at all levels in the images of the RD group, the ULD-HIR subgroup, and the ULD-DLR subgroup were not statistically significant ( P>0.05).The RD group, ULD-HIR subgroup and ULD-DLR subgroup overall differences in SNR and CNR at all levels pulmonary arteries were statistically significant ( P<0.001), in which except for the differences in CNR and SNR values of the left pulmonary arterial trunk in the RD group and the ULD-HIR subgroup, and SNR values of basal segment pulmonary artery of the lower lobe of the left lung, which were not statistically significant ( P>0.05), the differences of the rest of the indexes in the pairwise comparisons between the groups were statistically significant ( P<0.05). The overall differences in the subjective scores of image pulmonary vascular display and image noise in the RD group, ULD-HIR subgroup and ULD-DLR subgroup were statistically significant ( P<0.001), except that the differences in the subjective scores of image pulmonary vascular display in the ULD-DLR subgroup were not statistically significant when compared with that of the RD group ( P>0.05) and that of the rest of the metrics in the between-groups two-by-two comparisons were all statistically significant ( P<0.05). The difference in diagnostic rates of PE in the pulmonary artery trunk, lobe and segmental levels in the images of the RD group, ULD-HIR subgroup and ULD-DLR subgroup was not statistically significant ( P>0.05). Conclusions:DLR can significantly reduce the radiation dose of CTPA examination. Even at ultra-low radiation dose, its image quality is still better than HIR reconstruction at conventional doses and preserve diagnostic accuracy of PE at the lobe level and segment level.

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