1.Analysis of the current situation and development trend of bone age assessment of children in China based on questionnaires
Fengsen BAI ; Xinyu YUAN ; Yimin MA ; Yang YANG ; Yuchun YAN ; Haiyan XIN ; Xiaoguang CHENG
Chinese Journal of Radiology 2024;58(2):225-228
Objective:Based on the questionnaire, to analyze the current status of children′s bone age assessment in China, especially the application of artificial intelligence (AI)-assisted bone age assessment system in the clinic.Methods:This was a cross-sectional study. The questionnaire was adapted by ourselves through the literature method and expert interview method, and the whole volume included 22 questions, which were released in the form of WeChat applet questionnaire star to the physician groups of several associations and entrusted to the radiology and paediatricians with senior titles. The results of the different types of questions were summarised and analyzed, and the chi-square test was used to compare the count data.Results:A total of 450 valid questionnaires were collected from 162 medical institutions in 26 provinces and cities and autonomous regions, of which 232 (51.6%) were from 87 (53.7%) tertiary hospitals and 218 (48.4%) from 75 (46.3%) secondary hospitals. Of the respondents, 115 (25.6%) were senior, 137 (30.4%) middle and 198 (44.0%) junior. Child bone age measurement was performed at 75.9% (66/87) of tertiary care organizations and 26.7% (20/75) of secondary care organizations, and the difference was statistically significant ( χ2=39.10, P<0.001). Left wrist radiographs were predominantly used for bone age assessment (76.0%, 123/162), with 72.8% (118/162) of sites using the ATLAS method of assessment and 17.9% (29/162) using the scoring method. A total of 98.4% (443/450) of respondents agreed that AI technology should be used to assist in bone age assessment, but only 9.3% (15/162) of healthcare organizations used AI-assisted technology. Conclusion:At present, bone age assessment is widely used in medical institutions, but there are problems with non-standardized examination methods, inconsistent assessment standards, and imprecise assessment results. Expectations for AI technology-assisted diagnosis exist among a wide range of physicians, but there are fewer users.
2.Analysis of the therapeutic effect of apatinib combined with tirelizumab in the treatment of advanced gastric cancer patients who failed first-line chemotherapy
Yuanyuan ZHANG ; Xueli LIU ; Lei ZHANG ; Xiaoguang ZHANG ; Yanpei CHENG
Journal of Chinese Physician 2024;26(7):1060-1065
Objective:To explore the clinical efficacy of apatinib combined with tirelizumab in the treatment of advanced gastric cancer patients who failed first-line chemotherapy, as well as its impact on peripheral blood tumor angiogenesis regulatory factor levels and long-term survival.Methods:A prospective study was conducted on 144 advanced gastric cancer patients who failed first-line chemotherapy and were admitted to the Handan Central Hospital from January 2020 to December 2021. They were divided into two groups using a random number table method, with 72 patients in each group. The control group was treated with tirezizumab alone, while the observation group was treated with apatinib combined with tirezizumab. After four consecutive courses of treatment, the short-term efficacy of both groups was observed. We compared the levels of serum tumor markers [carcinoembryonic antigen (CEA), carbohydrate antigen (CA)199, CA724, CA125], tumor angiogenesis regulatory factors [vascular endothelial growth factor (VEGF), stromal cell-derived factor-1α (SDF-1 α), insulin-like growth factor-1 (IGF-1), matrix metalloproteinase-9 (MMP-9)], and quality of life scores between two groups before and after treatment. Long term follow-up was conducted on all patients, and the long-term survival status of two groups was statistically analyzed. Two groups of adverse reactions were compared.Results:The objective remission rate and disease control rate (51.39%, 80.56%) of the observation group were significantly higher than those of the control group (31.94%, 61.11%, all P<0.05). After treatment, the serum levels of CEA, CA199, CA724, CA125, VEGF, SDF-1α, IGF-1, and MMP-9 in both groups were significantly reduced compared with those before treatment (all P<0.05), and the observed group showed a more significant decrease in the above indicators (all P<0.05). After treatment, the scores of physical function, emotional function, social function, role function, and overall health status in the European Organization for Research and Treatment of Cancer Core Scale C30 were significantly higher than before treatment (all P<0.05), and the increase was more significant in the observation group (all P<0.05). The median progression free survival and median overall survival in the observation group were 5.9 months and 13.1 months, respectively, significantly longer than those in the control group (4.5 months and 9.6 months) (all P<0.05). During the treatment period, both groups experienced varying degrees of adverse reactions such as hypertension, leukopenia, thrombocytopenia, and liver and kidney damage, but both were mainly grade Ⅰ-Ⅱ. The overall adverse reactions were clinically controllable and tolerable by patients. The incidence of hypertension, thrombocytopenia, hand foot syndrome, and oral ulcers in the observation group was significantly higher than that in the control group (all P<0.05). Conclusions:The combination of apatinib and tirezizumab can effectively regulate the levels of peripheral blood tumor markers and angiogenic regulatory factors in advanced gastric cancer patients who have failed first-line chemotherapy, improve short-term anti-tumor efficacy, and bring more survival benefits to patients.
3.Magnetic resonance imaging phantom-based S1 vertebral scores are indicators of fat–water-like osteoporotic changes in postmenopausal women: a pilot study
Rahman Ud DIN ; Tahira NISHTAR ; Xiaoguang CHENG ; Haisheng YANG
Asian Spine Journal 2024;18(4):560-569
Methods:
Forty-two female volunteers (aged 62.3±6.3 years) underwent spine examination with both MRI (including a phantom) and dual-energy X-ray absorptiometry (DXA) following ethical approval. MRI phantom-based F- and W-scoreS1 were defined by normalizing S1 vertebral signal intensities (SIs) by coconut oil and water SIs of the phantom on T1- and T2-weighted imaging, respectively. Using receiver operating characteristic analysis, the diagnostic performances of the new scores for evaluating osteoporosis and vertebral fractures were investigated against standard areal bone mineral density measured with DXA (DXA-aBMD).
Results:
The F-scoreS1 and W-scoreS1 were greater (4.11 and 2.43, respectively) in patients with osteoporosis than those without osteoporosis (3.25 and 1.92, respectively) and achieved areas under the curve (AUCs) of 0.82 and 0.76 (p<0.05), respectively, for osteoporosis detection. Similarly, the mean F-scoreS1 and W-scoreS1 were higher (4.11 and 2.63, respectively) in patients with vertebral fractures than in those without fractures (3.30 and 1.82, respectively) and had greater AUCs (0.90 for W-scoreS1 and 0.74 for F-scoreS1) than DXA-aBMD (AUC, 0.26; p<0.03). In addition, the F- and W-scoreS1 demonstrated a strong correlation (r=0.65, p<0.001).
Conclusions
The new S1 vertebral-based MRI scores were developed to detect osteoporotic changes and demonstrated improvements over DXA-aBMD in differentiating patients with vertebral fractures.
4.Sampling study design and radiography protocol of a large-sample investigation on skeletal maturation in 3 to 18-year-old children in China
Kai LI ; Qian GAN ; Jian GENG ; Yimin MA ; Wenhai WANG ; Yandong LIU ; Qian ZHANG ; Zhenyu YANG ; Wenhua ZHAO ; Dong YAN ; Xiaoguang CHENG
Chinese Journal of Radiology 2023;57(4):348-352
Objective:To report the sampling study design and radiography protocol of a large-sample investigation on skeletal maturation of 3 to 18-year-old children in China.Methods:Multi-stage stratified random sampling was employed in this study. Two provinces, municipalities, or autonomous regions were randomly selected from each of the seven regions of China, including Northeast China, Northwest China, North China, Central China, East China, Southwest China, and South China. Then one rural and one urban investigation site were randomly selected from each province, municipality, or autonomous region. In total 28 sites were included. Among those sites, four residential districts were randomly selected from each urban site, and four townships from each rural site. For each residential district or township, 1-4 kindergartens, primary schools, and middle schools were chosen. Random cluster sampling was used to extract 3-<6-year-old children in kindergartens, and 6-18-year-old children in primary schools and middle schools. The investigation on skeletal maturation was sampled proportionate to the sampling of the whole study. The estimated simple size was 780 for each site, and 21 840 for all 28 sites in total. There were six groups of 3-<6-year-old children classified at 0.5-year intervals, and 12 groups of 6-18-year-old children classified at 1-year intervals. Posteroanterior position radiography of the left hand and wrist was achieved for all subjects.Results:The study was performed from August 26, 2019 to October 16, 2021. In total, 20 444 children received posteroanterior position radiography of the left hand and wrist, including 10 196 males and 10 248 females, 9 711 urban and 10 733 rural, respectively. The 3-<6-year-old group included 1 611 (male 819, female 792) subjects, and the 6 to 18-year-old group included 18 833 (male 9 377, female 9 456) subjects.Conclusion:This nationwide investigation on skeletal maturation of 3 to 18-year-old children in seven regions of China was successfully preformed. The results of this study can provide an important reference for establishing the current evaluation criteria of bone age in Chinese children and adolescents.
5.Applicability analysis of bone age assessment standards for children in rural areas of Beijing
Dong YAN ; Wenshuang ZHANG ; Qian ZHANG ; Jian GENG ; Wenhai WANG ; Pengju HUANG ; Wenhua ZHAO ; Xiaoguang CHENG
Chinese Journal of Radiology 2023;57(4):353-358
Objective:To evaluate the applicability of bone age (BA) assessment methods and to investigate the difference between BA and chronological age (CA) based on the data of children in rural areas of Beijing.Methods:A total of 412 healthy children (226 boys, 186 girls) with the age 8.6 (6.8, 10.3) years old were included in this study. The data of the prospective study were from a subgroup of the project "National Nutrition and Health Systematic Survey for 0-18 Years Old Children in China", which included children with age of 3-12 years old in Beijing rural areas. The non-dominant hand-wrist radiographs of all participants were obtained in April 2021. The Dr.Wise BA detection and analysis system was used to assess the BA according to the Tanner Whitehouse 3 (TW3) radius-ulna-short bone score (TW3-RUS), TW3 carpal bone score (TW3-Carpal), China-05 TW3-Chinese RUS (TW3-C RUS), China-05 TW3-Chinese carpal (TW3-C Carpal), and Greulich-Pyle (G-P) standards. The cases were stratified by the sex and different CA in the statistical analysis. The estimated BA obtained using different methods were compared with the CA using Wilcoxon signed ranks test.Results:The sex-stratified results showed that no significant difference was found between the estimated BA using G-P standards and CA in boys ( Z=-0.694, P=0.488), while all the other estimated BA results were statistically significantly higher than CA ( P<0.05). Stratified by both sex and CA, the estimated BA using G-P standards in 4-6 years old boy groups, as well as the estimated BA using TW3-Carpal and TW3-C Carpal standards in 11-12 years old girl groups were lower than CA, while in the other groups, the estimated BA were higher than CA. Conclusions:There were varying degrees of deviations in the BA estimations using TW3, China 05, and G-P methods for children in rural areas of Beijing. It is imperative to establish a new standard for the BA evaluation of the contemporary Chinese children.
6.Accuracy of bone age assessment system based on deep learning in children with abnormal growth and development
Sha CHANG ; Dong YAN ; Xia DU ; Yuqiao ZHANG ; Xiaoguang CHENG ; Jie YANG ; Lingling SONG ; Bo GAO ; Xian LUO
Chinese Journal of Radiology 2023;57(4):364-369
Objective:To explore the accuracy of artificial intelligence (AI) system based on deep learning in evaluating bone age of children with abnormal growth and development.Methods:The positive X-ray films of the left wrist of children with abnormal growth and development who were treated at the Affiliated Hospital of Guizhou Medical University from January 2020 to December 2021 were collected retrospectively. A total of 717 children were collected, including 266 males and 451 females, aged 2-18 (11±3) years. Based on Tanner Whitehouse 3 (TW 3)-RUS (radius, ulna, short bone) and TW3-Carpal (carpal bone) method, bone age was measured by 3 senior radiologists, and the mean value was taken as reference standard. The bone ages were independently evaluated by the AI system (Dr.Wise bone age prediction software) and two junior radiologists (physicians 1 and 2). The accuracy within 0.5 year, the accuracy within 1 year, the mean absolute error (MAE) and the root mean square error (RMSE) between the evaluation results and the reference standard were analyzed. Paired sample t-test was used to compare MAE between AI system and junior physicians. Intraclass correlation coefficient (ICC) was used to evaluate the consistency between AI system, junior physician and reference standard. The Bland-Altman diagram was drawn and the 95% consistency limit was calculated between AI system and reference standard. Results:For TW3-RUS bone age, compared with the reference standard, the accuracy within 0.5 year of AI system, physician 1 and physician 2 was 75.3% (540/717), 62.1% (445/717) and 66.2% (475/717), respectively. The accuracy within 1 year was 96.9% (695/717), 86.3% (619/717) and 89.1% (639/717), respectively. MAE was 0.360, 0.565 and 0.496 years, and RMSE was 0.469, 0.634 and 0.572 years, respectively. For TW3-Carpal bone age, compared with the reference standard, the accuracy within 0.5 year of AI system, physician 1 and physician 2 was 80.9% (580/717), 65.1% (467/717) and 71.7% (514/717), respectively. The accuracy within 1 year was 96.0% (688/717), 87.3% (626/717) and 90.4% (648/717), respectively. MAE was 0.330, 0.527 and 0.455 years, and RMSE was 0.458, 0.612, 0.538 years, respectively. Based on TW3-RUS and TW3-Carpal bone age, the MAE of AI system were lower than those of physician 1 and physician 2, and the differences were statistically significant ( P all<0.001). The evaluation results of AI, physician 1 and physician 2 were in good agreement with the reference standard (ICC all>0.950). The Bland-Altman analysis showed that the 95% agreement limits of AI system for assessing TW3-RUS and TW3-Carpal bone age were -0.75-1.02 years and-0.86-0.91 years, respectively. Conclusion:The accuracy of AI system in evaluating the bone age of children with abnormal growth and development is close to that of senior doctors, better than that of junior doctors, and in good agreement with senior doctors.
7.Value of dual-layer spectral detector CT in evaluating the intramedullary invasion of limb osteosarcoma
Huili ZHAN ; Zhanhua QIAN ; Yuan LI ; Rongjie BAI ; Xiaoguang CHENG ; Dong YAN ; Wei YE
Chinese Journal of Radiology 2023;57(8):844-848
Objective:To explore the optimal keV value of the virtual monoenergetic image (VMI) for displaying the osteosarcoma by using the dual-layer spectral detector CT and to evaluate its application value in determining the extent of intramedullary invasion of osteosarcoma.Methods:From August 2021 to August 2022, 57 patients with conventional osteosarcoma of long bone confirmed by biopsy in Beijing Jishuitan Hospital, Capital Medical University were retrospectively analyzed. All patients completed dual-layer spectral CT enhanced examination before limb salvage surgery, and tumor segment resection specimens were obtained after surgery. Conventional 120 kVp image and VMI of 40, 50, 60, 70 and 80 keV were obtained by spectral CT examination, and the CT values of tumors, image noise were measured and the signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) of the corresponding images were calculated. The objective evaluation among the six groups of images were assessed with the Friedman test, and then determined the optimal keV value. The maximum distance between the intramedullary boundary of osteosarcoma and the adjacent articular surfaces was measured on the best keV VMI and the tumor segment resection specimens. The Wilcoxon signed rank test was used to find the differences and the Spearman correlation analysis was used to evaluate the correlation between the distance measured from the best keV VMI and the specimens.Results:There were significant differences in CT value, image noise, SNR and CNR between 40-80 keV VMI and 120 kVp conventional CT images ( P<0.05). The CT value, SNR and CNR of 40 and 50 keV VMI were better than 120 kVp ( P<0.001). The 50 keV VMI was chosen as the best keV VMI to measure the intramedullary extent of osteosarcoma. The distance measured from 50 keV VMI was 103.9 (80.4, 131.4) mm, while the distance measured from specimens was 113.5 (94.0, 142.0) mm, and the difference was statistically significant ( Z=-5.76, P<0.001). The 50 keV VMI measurements in 51 patients were smaller than the gross specimens, which underestimated the tumor intramedullary extent, with the difference was 11.1 (6.6, 13.8) mm. The Spearman correlation analysis demonstrated a high positive correlation of distance measured on gross specimens with the 50 keV VMI ( r s=0.960, P<0.001). Conclusions:Dual-layer spectral detector CT with 50 keV VMI is the best image to show the limb osteosarcoma. Compared with gross specimens, the distance measured from CT underestimated the intramedullary invasion range of limb osteosarcoma about 10 mm, but the two show a good correlation.
8.Clinical and imaging features of phosphaturic mesenchymal tumors.
Cheng CHANG ; Aihong YU ; Yuhua YOU ; Xiaoxin PENG ; Xiaoguang CHENG ; Xintong LI ; Wei LIANG ; Lihua GONG ; Wei DENG
Chinese Medical Journal 2023;136(3):351-353
9.S1PR1 serves as a viable drug target against pulmonary fibrosis by increasing the integrity of the endothelial barrier of the lung.
Mengyao HAO ; Rong FU ; Jun TAI ; Zhenhuan TIAN ; Xia YUAN ; Yang CHEN ; Mingjin WANG ; Huimin JIANG ; Ming JI ; Fangfang LAI ; Nina XUE ; Liping BAI ; Yizhun ZHU ; Xiaoxi LV ; Xiaoguang CHEN ; Jing JIN
Acta Pharmaceutica Sinica B 2023;13(3):1110-1127
Idiopathic pulmonary fibrosis (IPF) is a progressive lung disease with unclear etiology and limited treatment options. The median survival time for IPF patients is approximately 2-3 years and there is no effective intervention to treat IPF other than lung transplantation. As important components of lung tissue, endothelial cells (ECs) are associated with pulmonary diseases. However, the role of endothelial dysfunction in pulmonary fibrosis (PF) is incompletely understood. Sphingosine-1-phosphate receptor 1 (S1PR1) is a G protein-coupled receptor highly expressed in lung ECs. Its expression is markedly reduced in patients with IPF. Herein, we generated an endothelial-conditional S1pr1 knockout mouse model which exhibited inflammation and fibrosis with or without bleomycin (BLM) challenge. Selective activation of S1PR1 with an S1PR1 agonist, IMMH002, exerted a potent therapeutic effect in mice with bleomycin-induced fibrosis by protecting the integrity of the endothelial barrier. These results suggest that S1PR1 might be a promising drug target for IPF therapy.
10.Biomechanical CT for Assessment of Osteoporotic Vertebral Fracture Risk
Wentian FENG ; Fei SONG ; Xing GAO ; Xiaoguang CHENG ; Haisheng YANG
Journal of Medical Biomechanics 2023;38(3):E621-E626
Osteoporosis is characterized by decreased bone strength and increased fracture risk. The most serious consequence of osteoporosis is fracture, which commonly occurs in vertebrae. Accurate assessment of fracture risk at an earlier stage is the key to identify high-risk population and further prevent osteoporotic fracture. Currently, clinical assessment of vertebral fracture risk mainly relies on measurement of bone mineral density (BMD) based on dual energy X-ray absorptiometry ( DXA) or quantitative computed tomography ( QCT). However, they cannot fully reflect bone strength and resistance to fracture, and it is hard to achieve an accurate assessment. Biomechanical CT (BCT) technology, based on CT digital modeling and finite element analysis, aims at non-invasive calculation of individual bone strength, bridging the gap between biomechanics and clinical evaluation of fracture risk. In vitro mechanical experiment of vertebrae has proved that BCT is more accurate than BMD in evaluating vertebral fracture strength. Clinical studies have also shown that BCT is superior to DXA inidentifying existing fractures and predicting new fractures. In this article, the implementation process of the BCT technology was introduced, as well as critical parameters during each step affecting its result . The research progress of the BCT technique for in vitro validation and in vivo assessment of vertebral fracture risk was also summarized, with the aim to promote the application of BCT technology in clinical assessment of vertebral fracture risk for the Chinese people.

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