1.Value of 18F-FDG PET/CT radiomics in predicting the prognosis of non-small cell lung cancer
Yihan ZHAO ; Xinming ZHAO ; Jingchen CUI ; Xiaoqian ZHAO
Chinese Journal of Nuclear Medicine and Molecular Imaging 2021;41(8):466-472
Objective:To investigate the value of baseline 18F-fluorodeoxyglucose (FDG) PET/CT radiomics features in predicting the prognosis of non-small cell lung cancer (NSCLC) before treatment. Methods:From January 2016 to August 2018, a total of 300 patients with solitary NSCLC (189 males, 111 females, age (62.3±9.0) years) who underwent 18F-FDG PET/CT imaging before treatment in Fourth Hospital of Hebei Medical University were retrospectively analyzed. According to the ratio of 7∶3 (R language), 300 patients were randomly divided into training group ( n=210) and validation group ( n=90). LIFEx software package was used to extract the PET and CT radiomics features of primary focus in 300 NSCLC patients. The least absolute shrinkage and selection operator (LASSO) algorithm combined with Cox proportional hazard regression model were used to select radiomics features and clinical features for predicting overall survival (OS) and progression-free survival (PFS) in training group. Then radiomics model, clinical model and complex model which integrated the two were established and the radiomics score (Rad-score), clinical score and complex score of each patient were calculated. Data of validation group was used to validate each training model. Efficiencies of each model in predicting the prognosis of patients with NSCLC were further evaluated by the concordance index (C-index), and a nomogram was developed based on the best prediction model. Results:In training group, the C-indices of predicting OS and PFS in NSCLC patients of radiomics model were 0.762 and 0.724 respectively, which were 0.834 and 0.780 respectively in clinical model, and were 0.842 and 0.787 respectively in complex model. Cox multivariate analysis showed that both Rad-score and complex score were independent prognostic factors for OS (hazard ratio ( HR): 1.804, 9.996, 95% CI: 1.023-3.184, 4.582-21.808, both P<0.05) and PFS ( HR: 1.771, 5.627, 95% CI: 1.138-2.756, 3.429-9.234, both P<0.05). Conclusions:Pre-treatment 18F-FDG PET/CT radiomics can predict OS and PFS of NSCLC patients. The complex model based on the combination of radiomics and clinical model is effective in predicting the prognosis of NSCLC patients, and the nomogram of complex model is simple and convenient to assist clinical decision-making.
2.Distribution of age at onset and its influence on clinical characteristics of 164 patients with synovitis, acne, pustulosis, hyperostosis, and osteitis syndrome
Cui GAO ; Yihan CAO ; Chen LI ; Xia WU ; Jinhe LIU ; Weixin HAO ; Wen ZHANG ; Zhenhua DONG
Chinese Journal of Rheumatology 2018;22(2):82-86
Objective To investigate the distribution of age at onset and its influence on clinical characteristics in synovitis,acne,pustulosis,hyperostosis,and osteitis (SAPHO) syndrome.Methods We recruited 164 patients with SAPHO syndrome who presented to Peking Union Medical College Hospital from Jan 2004 to Mar 2015.All the patients were assessed for medical history,laboratory tests and imaging presentations.The distribution of age at onset was analyzed using Shapiro-Wilknormality test and Kolmogorov-Smimov test for mixed normal distribution.The influence of age at onset on clinical features was analyzed using Mann-Whitney U test and x2 test.Results A double-peak mixed normal distribution of age at onset of skin lesions was found in female patients with SAPHO syndrome,with means and standard deviations of (30±6) years (early-onset) and (51 ±7) years (late-onset) for each mixed normal distribution.The cut-off point was determined to be 42 years old.Nonetheless,a typical single-peak normal distribution of age at onset of skin lesions was observed in male patients.A significantly higher frequency of thoracic region pain [14/36 (38.9%) vs 6/70 (8.6%),x2=14.28,P<0.01,spinal lesions revealed by bone scintigraphy [23/35 (65.7%) vs 23/66(34.8%),x2=8.79,P=0.003],and peripheral skeletal lesions revealed by bone scintigraphy [17/35 (48.6%) vs 17/66(25.8%),x2=5.33,P=0.021] were found in late-onset female patients compared with early-onset ones.Moreover,female patients with late onset had significantly higher hs-CRP level [(12±12) mg/L vs (9±11) mg/L;U=911.5,P=-0.042)],pain VAS (4.8±1.8 vs 4.0±2.1;U=948,P=0.036),and BASFI (3.0±2.2 vs 1.8±2.0;U=822.5,P=0.003) at baseline than those with early onset.Conclusion Female patients with SAPHO syndrome have a double-peak distribution of age at onset of skin lesions.Female patients with early and late onset of skin lesions exhibit distinct clinical characteristics.
3.The diagnostic value of endoscopic ultrasonography and conventional imaging in pancreatic occupying lesions
Peipei LUO ; Wenjin WANG ; Siyao WANG ; Yihan CUI ; Juan ZHANG ; Hongxia LI ; Shuixiang HE ; Ai JIA
Journal of Xi'an Jiaotong University(Medical Sciences) 2022;43(6):856-860
【Objective】 To compare the diagnostic value of endoscopic ultrasonography (EUS) with conventional imaging in pancreatic occupying lesions so as to provide guidance for the diagnosis of pancreatic occupying lesions. 【Methods】 We selected patients who underwent EUS in the Digestive Endoscopy Room of The First Affiliated Hospital of Xi’an Jiaotong University from September 2012 to December 2019 and were strictly screened by ultrasound endoscopists and diagnosed as pancreatic space-occupying lesions as the study subjects, and collected routine imaging examination results and related information and data of the patients (age, gender, tumor markers, blood amylase, urine amylase, and serum lipase) at the same time. We compared the sensitivity, specificity and accuracy of EUS and conventional imaging methods in the diagnosis of pancreatic space-occupying lesions, and evaluated their diagnostic value. 【Results】 A total of 188 cases were included, with more male ones than female ones. The age of patients in the tumor group was higher than that in the non-tumor group, and the levels of tumor markers serum CA-199 and CEA were significantly higher than those in the non-tumor group. The diagnostic sensitivity of pancreatic space-occupying lesions supported EUS (95.5%), which was significantly better than that of transabdominal ultrasound (54.4%), plain CT (57.1%), enhanced CT (75%), MRI (66.7%), PET-CT (72.7%) and other conventional imaging examination methods. The diagnostic accuracy of pancreatic space-occupying lesions supported EUS (91.5%), better than transabdominal ultrasound (58.3%), plain CT (57.1%), enhanced CT (74.6%), MRI (62.5%), and PET-CT (66.7%). The negative predictive value of the diagnosis of pancreatic space-occupying lesions supported EUS (76.7%), better than transabdominal ultrasound (27.9%), plain CT (22.9%), and enhanced CT (38.1%). 【Conclusion】 In the diagnosis of pancreatic space-occupying lesions, EUS is significantly better than conventional imaging methods such as transabdominal ultrasound, plain CT, enhanced CT, MRI, and PET-CT, and the negative predictive value of EUS is significantly better than that of transabdominal ultrasound, plain CT and enhanced CT.
4.Safety study of 23-valent pneumococcal polysaccharide vaccine in Hebei Province
Li SUN ; Yanli CONG ; Shiheng CUI ; Jing LI ; Yihan WANG ; Yafei WANG ; Shifan WANG ; Yu GUO
Journal of Public Health and Preventive Medicine 2024;35(3):10-13
Objective To analyze the occurrence characteristics of adverse events following immunization (AEFI) of 23-valent pneumococcal polysaccharide vaccine (PPSV-23) in Hebei Province and to evaluate the safety of the vaccine. Methods AEFI cases related to vaccination of PPSV-23 in Hebei Province from January 1, 2020 to December 31, 2022 were collected through the AEFI surveillance module of Chinese Center for Disease Control and Prevention Information System. The incidence of reported AEFI cases were then analyzed and compared. Results The reported incidence rate of AEFI of PPSV-23 was 56.12 /100,000 doses, and the incidence rate of adverse reactions was 55.50 /100 000 doses. The incidence rate of common adverse reactions was 53.94/100 000 doses, and the incidence rate of rare adverse reactions was 1.56/100 000 doses. Most of the reported AEFI cases caused by PPSV-23 were common adverse reactions, which occurred mainly within one day after vaccination, and the overall regression was positive. Conclusion The 23-valent pneumococcal polysaccharide vaccine used in Hebei Province is safe,but its safety monitoring still needs to be strengthened.