1.Construction of predictive model for programmed death-1 inhibitor-related endocrine adverse events
Jiaying SHI ; Wei WEI ; Ting HAN ; Xiao ZHOU ; Meng ZHUO ; Xiaolin LIN ; Tao TAO ; Xiuying XIAO
Chinese Journal of Clinical Medicine 2025;32(4):551-560
Objective To identify the independent predictors of programmed death-1 (PD-1) inhibitor-related endocrine adverse events and construct a clinically usable risk prediction model. Methods A total of 302 patients with solid tumors treated with PD-1 inhibitors were retrospectively enrolled. According to the presence or absence of endocrine immune-related adverse events (irAEs), the patients were divided into case group and control group. The clinical and laboratory indexes were compared between the two groups. Multivariable logistic regression was used to confirm independent predictors of endocrine irAEs. The nomogram was constructed, while the receiver operating characteristic (ROC) curve was used to test the prediction performance of the model. Results The overall incidence of endocrine irAEs was 21.9% (66/302), and the incidence of hypothyroidism was 19.5% (59/302). The age, PD-1 inhibitors, free thyroxine, thyroid peroxidase antibody (TPOAb), thyroglobulin, amylase, lymphocyte subset CD3 expression were statistically different between the two groups (P<0.05). Multivariable logistic regression showed that higher expression of lymphocyte subset CD3 was a protective factor to prevent endocrine irAEs occurrence (P=0.004), while age<60 years, higher TPOAb and use of pembrolizumab were independent risk factors of endocrine irAEs (P<0.05). The nomogram model thus constructed, and when the threshold probability of the model exceeded 0.1, its net benefit was higher. ROC curve showed that the AUC of the model to predict endocrine irAEs was 0.760. The prediction result of the model was highly consistent with the actual result. Conclusions The age, type of PD-1 inhibitor, baseline TPOAb level, and baseline CD3 expression can independently predict endocrine irAEs occurrence or not. The nomogram model based on this model has good predictive efficiency, which can provide reference for early identification of high-risk patients and immunotherapy management.
2.Effects of different reference brain regions on the SUV ratio of 18F-Florzolotau PET images in Alzheimer′s disease
Qi ZHANG ; Rong SHI ; Min WANG ; Jiaying LU ; Luyao WANG ; Qianhua ZHAO ; Fangyang JIAO ; Ming LI ; Yihui GUAN ; Chuantao ZUO ; Jiehui JIANG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(5):279-284
Objective:To compare the effects of different reference brain regions on the semi-quantitative SUV ratio (SUVR) of 18F-Florzolotau PET images of Alzheimer′s disease (AD). Methods:The 18F-Florzolotau PET images of 28 (13 males, 15 females, age (57.3±9.5) years) normal controls (NC), 19 patients (4 males, 15 females, age (73.3±7.3) years) with β-amyloid (Aβ)-positive mild cognitive impairment (MCI) and 40 patients (19 males, 21 females, age (61.9±9.1) years) with AD were collected from Huashan Hospital, Fudan University between November 2018 and July 2020. Six semi-quantitative reference brain regions were defined, including whole cerebellum (WC), cerebellar gray matter (GM), cerebellar white matter (WM), parametric estimation of reference signal intensity (PERSI), WC after partial volume correction (WC_pvc), cerebellar GM after partial volume correction (GM_pvc). SUVR was calculated for 14 ROIs, which included the whole brain defined by the automated anatomical labeling (AAL) template, fusiform, inferior temporal, lingual, middle temporal, occipital, parahippocampal, parietal, posterior cingulate, precuneus defined by the AAL template, and Meta ROI composed of the above brain regions, and braak_Ⅰ-Ⅱ, braak_Ⅲ-Ⅳ, braak_Ⅴ-Ⅵ defined by the Desikan Killiany template. AUC was used to evaluate the classification ability of SUVR, and the correlation between SUVR and clinical scale scores were assessed by Spearman rank correlation analysis. Results:The SUVRs of most brain regions showed a steady upward trend in the AD disease spectrum. In the classification task of NC and MCI, the overall performance of SUVR based on WC_pvc was relatively optimal (AUCs: 0.975-1.000). In the classification task of NC and AD, SUVRs of 10 ROIs based on the WC_pvc method showed the relatively best performance (AUCs: 0.976-1.000). The correlation between SUVR of fusiform based on cerebellar WM and mini-mental state examination (MMSE) score was the strongest ( rs=-0.72, P<0.001), and the SUVR of precuneus based on WC_pvc showed the strongest correlation with clinical dementia rating (CDR) score ( rs=0.78, P<0.001). Conclusion:The SUVR based on WC_pvc method performs well in classification and correlation tasks, and is recommended to be used in semi-quantification of 18F-Florzolotau PET images of AD.
3.Harmonization of 18F-FDG PET brain imaging based on ComBat method: a pilot study
Fangyang JIAO ; Dan WANG ; Yuhua ZHU ; Jiaying LU ; Zizhao JU ; Qian XU ; Jingjie GE ; Tao HUA ; Ping WU ; Kuangyu SHI ; Yihui GUAN ; Chuantao ZUO
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(7):412-416
Objective:To perform harmonization based on the ComBat method for PET brain imaging scanned by different types of scanners from the same manufacturer and explored its effect on center effect.Methods:The three-dimensional (3D) Hoffman brain model was scanned by two different PET/CT instruments (Siemens Biograph64 TruePoint and Biograph128 mCT). Fourteen healthy subjects (8 males, 6 females, age: (57.7±9.5) years) underwent 18F-FDG PET/CT on Siemens Biograph64 TruePoint and 12 healthy subjects (9 males, 3 females, age: (55.8±10.5) years) underwent 18F-FDG PET/CT on Siemens Biograph128 mCT (all from Huashan Hospital, Fudan University; from November 2020 to March 2023). The whole brain was divided into 116 brain regions based on the anatomical automatic labeling (AAL) brain template. The ComBat method was applied to harmonized the PET data from brain model and healthy subjects. Mann-Whitney U test was performed on the radioactive counts and SUV ratios (SUVR) before and after homogenization acquired by both PET/CT instruments. Voxel-based statistical parametric mapping (SPM) independent-sample t test was also performed on data of healthy subjects. Results:In 3D Hoffman brain model, radioactivity counts (5 590.33(4 961.67, 6 102.95) vs 6 116.03(5 420.97, 6 660.66); z=-9.35, P<0.001) and SUVR (1.35(1.19, 1.47) vs 1.37(1.21, 1.49); z=-3.63, P<0.001) were significantly different between the two PET/CT scanners before harmonization and not after harmonization (radioactivity counts: 5 845.95(5 192.68, 6 378.63) vs 5 859.17(5 193.84, 6 380.52); SUVR: 1.35(1.20, 1.48) vs 1.36(1.20, 1.49); both z=-0.68, both P=0.498). In the healthy subjects, radioactive counts in 19 brain regions (12 422.78(11 181.60, 13 424.28)-18 166.40(15 882.80, 18 666.27); z values: from -3.24 to -2.06, all P<0.05) and SUVR in 40 brain regions (1.46(1.41, 1.52)-2.28(2.16, 2.36); z values: from -3.65 to -1.70, all P<0.05) were significantly different between the two scanners before harmonization, while after homogenization there were no statistical differences for all 116 brain regions (radioactivity counts: 9 243.55(8 502.38, 9 854.87)-20 419.60(19 931.51, 21 179.43); z values: from -0.72 to 0, all P>0.05; SUVR: 1.04(1.01, 1.09)-2.32(2.24, 2.40); z values: from -0.82 to 0, all P>0.05). SPM showed that significant differences of glucose metabolism in the cerebral cortex, basal ganglia, midbrain and cerebellum were found in healthy subjects between the two PET/CT scanners before homogenization, and brain regions with obvious differences reduced after homogenization. Conclusion:ComBat harmonization method is efficient at removing the center effect among different types of PET/CT scanners from the same manufacturer and may provide a simple and easy-to-implement homogenization for multicenter brain imaging studies.
4.Braak-tau IQ: a quantization decomposition method based on tau PET images in Alzheimer′s disease
Jianwei MEN ; Rong SHI ; Min WANG ; Qi ZHANG ; Jiaying LU ; Huiwei ZHANG ; Qianhua ZHAO ; Jiehui JIANG ; Chuantao ZUO ; Yihui GUAN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(12):718-723
Objective:A voxel-level quantification method based on the tau IQ algorithm and Braak staging, excluding β-amyloid (Aβ) imaging, was developed to achieve specific tau quantification. Methods:This cross-sectional study included 92 subjects (35 males, 57 females; age (62.9±10.4) years) from the Nuclear Medicine/PET Center of Huashan Hospital, Fudan University between November 2018 and July 2020. The cohort comprised 28 cognitively normal (CN) individuals, 20 patients with mild cognitive impairment (MCI), and 44 patients with Alzheimer′s disease (AD). All participants underwent 18F-florzolotau PET imaging, Mini-Mental State Examination (MMSE), and Clinical Dementia Rating (CDR) scoring. A longitudinal tau dataset was constructed based on Braak staging. Voxel-level logistic regression fitting provided a baseline matrix, decomposed via least squares to yield the Tau load coefficient. One-way analysis of variance (with post hoc Tukey) was used to compare Tau load and SUV ratio (SUVR) among groups. ROC curve analysis was used to evaluate classification between CN, MCI and AD. Spearman rank correlation was used to assess the relationships between Tau load, SUVR, and MMSE scores or CDR scores. Results:The Tau load in the CN group was close to 0 and significantly lower than that in the MCI and AD groups ( F=55.03, P<0.001; post hoc tests all P<0.001). Significant differences were also observed in the SUVR across all ROIs ( F values: 36.46-55.38, all P<0.001). Compared to SUVR, Tau load demonstrated greater intergroup differences. In ROC curve analyses between each pair of CN, MCI, and AD groups, Tau load consistently achieved the highest AUC (0.754-1.000). Both Tau load and SUVR for each ROI were negatively correlated with MMSE scores ( rs values: from -0.698 to -0.583, all P<0.05) and positively correlated with CDR scores ( rs values: 0.648-0.783, all P<0.05), with Tau load showing the highest absolute correlation coefficients. Conclusion:Compared to the traditional semi-quantitative SUVR method, the Braak-tau IQ algorithm does not require a specific reference brain region to achieve specific tau quantification.
5.Effect of case management mode based on WeChat platform on the quality of life and self-care ability of adult epi-lepsy patients
Youtian ZHOU ; Jiaying SHI ; Wenjie HAN
Journal of Apoplexy and Nervous Diseases 2024;41(7):637-641
Objective To investigate the effect of case management model based on WeChat platform on the quality of life and self-care ability of adult epilepsy patients.Methods A total of 60 adult epilepsy patients who were admitted to our hospital from January 2020 to January 2022 were enrolled and divided into control group and study group using a ran-dom number table.The patients in the control group received routine responsibility-based holistic nursing,while those in the study group received case management model based on WeChat platform in addition to the nursing intervention in the control group.Quality of Life in Epilepsy-31(QOLIE-31),Social Disability Screening Schedule(SDSS),and Exercise of Self-care Agency Scale(ESCA)were used for evaluation.Results Both groups had a significant increase in QOLIE-31 score at 6 months and 1 year after discharge,and the study group had a significantly higher score than the control group(P<0.05).Both groups had a significant reduction in SDSS score at 6 months and 1 year after discharge,and the study group had a significantly lower score than the control group(P<0.05).Both groups had a significant increase in ESCA score at 6 months and 1 year after discharge,and the study group had a significantly higher score than the control group(P<0.05).Conclusion The case management model based on WeChat platform can improve the quality of life and self-care ability of adult epilepsy patients,reduce the degree of social functional defects,and enhance the treatment outcome.
6.Care experience of caregivers of children with craniopharyngioma-related hypothalamic obesity: a qualitative study based on the chronic illness trajectory model
Weijie WANG ; Yingying DENG ; Ying REN ; Jiaying HUANG ; Jing ZHANG ; Lei SHI
Chinese Journal of Practical Nursing 2024;40(23):1774-1780
Objective:To understand the real experience of caregivers of children with craniopharyngioma-associated hypothalamic obesity (CP-HO) based on the chronic disease trajectory model, so as to provide a reference for formulating corresponding disease management plans.Methods:From May 2023 to July 2023, semi-structured interviews were conducted with 17 caregivers of children with CP-HO who were admitted to the Department of Neurosurgery, Nanfang Hospital, Southern Medical University through purposive sampling. The interview data were analyzed by Colaizzi 7-step analysis method.Results:The 17 caregivers of children with CP-HO were 24 to 46 years old, including 3 males and 14 females. A total of 3 themes were extracted. Prodromal phase of weight: lack of disease cognition and weakening of self-concept; during the period of weight increase, the demand burden became prominent and the life pattern changed; weight stability: pressure, hope, and insight into the value of life.Conclusions:For promoting a good disease response of caregivers and improving the weight management effect of children and the quality of family life, medical staff should pay attention to and understand the disease care experience of children with CP-HO, and provide comprehensive and systematic solution strategies.
7.Analysis on the evaluation indicators of medical quality in TCM hospitals - taking Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine as an example
Yang SHI ; Jingxiao WANG ; Fei HANG ; Zhenyu ZHAO ; Jiaying TANG ; Jie TANG
International Journal of Traditional Chinese Medicine 2024;46(2):156-161
To improve the evaluation indicators of medical quality in TCM hospitals; To realize objective, fair, and accurate evaluation of the quality of TCM. Based on relevant literature on medical quality in traditional Chinese medicine hospitals research and thematic group discussions, 21 evaluation indicators for TCM characteristics were formed. A questionnaire survey was conducted among 40 experts, and 37 were effectively collected, with a positive coefficient of 92.50%. After two rounds of expert consultation, the evaluation indicators were determined to be: the intensity of outpatient use of TCM decoction pieces (utilization rate of TCM decoction pieces, prescription number of TCM decoction pieces, dosage of TCM decoction pieces, and service price of TCM decoction pieces), the intensity of the use of TCM technology (proportion of TCM technology, number of TCM projects, cost of TCM technology, and course of treatment). Case studies were conducted on relevant data from 10 departments using the operational decision support system (BI) platform of Yueyang Integrated Traditional Chinese and Western Medicine Hospital affiliated with Shanghai University of Traditional Chinese Medicine to verify the rationality of indicators. The 10 departments were analyzed and evaluated, and the results obtained were basically consistent with the actual medical quality situation of the hospital. The indicators used in this study can reflect the actual medical quality situation, and have a certain degree of scientificity, feasibility, and applicability, providing reference for improving the medical quality evaluation indicators of TCM hospitals.
8.Survival analysis of cancer cases diagnosed during 2002-2013 in Shanghai:a population-based study
Chunxiao WU ; Kai GU ; Yi PANG ; Chunfang WANG ; Liang SHI ; Yongmei XIANG ; Yangming GONG ; Peng PENG ; Jianming DOU ; Mengyin WU ; Xiaocong ZHANG ; Ganling DING ; Jiaying YAN ; Yan SHI ; Chen FU
Tumor 2023;43(4):257-265
Objective:To investigate the survival of cancer cases diagnosed during 2002-2013 in Shanghai. Methods:Data on new cancer cases with dead and follow-up information were obtained from the population-based cancer registry and vital statistics system of Shanghai Municipal Center for Disease Control and Prevention.Survival indicators stratified by year of diagnosis,gender,site and age were analyzed.Number of cases and proportion were calculated.The observed survival rates were calculated based on the life table.The probabilities of surviving from 0 to 99 years old were estimated according to the Elandt-Johnson model,and then the cumulative expected survival rates were calculated according to the Ederer Ⅱ method.Finally,the relative survival rates and average annual percent changes of their trends were calculated.The age-standardized relative survival rates adjusted by International Cancer Survival Standard weights were calculated. Results:Total 644 520 new cancer cases were diagnosed during 2002-2013 in Shanghai,accounting for 643 545(99.85%)cases included in the observed cohort for survival analysis.The 5-year observed survival rate increased from 37.61%to 46.47%.The 5-year relative survival rate increased from 42.1 8%to 51.11%.The 5-year age-standardized relative survival rate increased from 40.57%to 49.80%.Among the 5-year relative survival rates of cases diagnosed during 2011 to 2013,99.43%of thyroid cancer was the highest,followed by female breast cancer(88.35%)and corpus uteri cancer(85.56%);5.87%of pancreas cancer was the lowest,followed by gallbladder cancer(13.64%)and oesophagus cancer(17.72%).the rate of lung cancer with the largest number of cases was 23.59%,followed by colorectal cancer(59.82%)and stomach cancer(38.65%).The 5-year relative survival rate of total cases of all sites increased from 40.55%in 2002 to 52.77%in 2013,with an average annual percent change of 2.40%.13 cancer types showed increasing trends,such as liver cancer and lung cancer,while the trends of other cancer types were not statistically significant,such as pancreatic cancer and gallbladder cancer. Conclusion:The diagnostic levels and survival rates of cancer cases have been improved continuously in Shanghai.The trends of different cancer types were varied.
9.Analysis on the current status of ovarian,fallopian tube and other uterine adnexa cancer incidence and mortality in Shanghai,2016 and trends of 2002-2016
Yi PANG ; Chunxiao WU ; Kai GU ; Chunfang WANG ; Jiaying YAN ; Yongmei XIANG ; Chen FU ; Yan SHI
Tumor 2023;43(4):307-315
Objective:To investigate the incidence and mortality of ovarian,fallopian tube and other uterine adnexa cancer in 2016 and their trends during 2002 through 2016 in Shanghai. Methods:Data on new ovarian,fallopian tube and other uterine adnexa cancer diagnoses and deaths during 2002 through 2016 were obtained from the Shanghai Municipal Center for Disease Control and Prevention population-based cancer registry and Vital Statistics System.The incidence and mortality stratified by year of diagnosis or death,site and age-group were analyzed.The number,proportion,crude rate,age-specific rate,age-standardized rate and others were calculated.Trends in number,age-specific rate,age-standardized rate and others were estimated.Trends in age-standardized rate of incidence and mortality for the ovarian cancer were estimated by Joinpoint analysis and characterized by the annual percent change(APC).The number and proportion of selected indexes of diagnostic characteristics of new ovarian and fallopian tube cancer cases were also calculated.Segi's 1960 world standard population was used for calculating age-standardized rates. Results:The new uterine adnexa cancer cases and deaths were 813 and 440 in Shanghai in 2016.There were 751 cases(92.37%)and 419 deaths(95.23%)of ovarian cancer,and 48 cases(5.91%)and 17 deaths(3.86%)of fallopian tube cancer.The crude rate of ovarian cancer incidence was 10.29/105,and the age-standardized rate was 5.33/105.The crude rate of mortality was 5.74/105,and the age-standardized rate was 2.44/105.Overall,the age-specific rates of incidence and mortality increased with aging.They reached the peak at the age group of 55-59 years and 80-84 years,respectively.Joinpoint analyses showed a significant decreasing trend in the standardized incidence of ovarian cancer in Shanghai from 2002 to 2016,with an average annual increase of 1.78%(APC=-1.78,P<0.001),while the increase in standardized mortality was not statistically significant.The proportion of pathological diagnosis on ovarian cancer increased to 85.02%,and the proportions of stageⅢ and Ⅳ continued to increase.The incidence of ovarian cancer in Shanghai from 2002 to 2016 showed a decreasing trend,while the mortality showed a fluctuating trend. Conclusion:In Shanghai,the age-standardized incidence rate of ovarian cancer was declined steadily,but the proportion of diagnosed advanced increased.The number of fallopian tube cancer cases increased steadily.
10.Analysis of long-term trend changes in breast cancer incidence and death among females in Shanghai,1973-2017
Jiaying YAN ; Mengyin WU ; Kai GU ; Chunxiao WU ; Yi PANG ; Chunfang WANG ; Yangming GONG ; Yongmei XIANG ; Chen FU ; Yingbin LIU ; Yan SHI
Tumor 2023;43(4):316-324
Objective:To describe the long-term characteristics and trend changes in the incidence and mortality of female breast cancer in Shanghai from 1 973 to 2017,aiming to provide references for exploring the etiology of breast cancer and formulating strategies and measures for prevention,intervention and control. Methods:Joinpoint software was used to analyze the trend changes in the incidence and mortality of female breast cancer in Shanghai from 1 973 to 2017,and an age-period-cohort model was constructed to explore the effects of age,year of diagnosis,and birth cohort on long-term trend changes. Results:From 1 973 to 2017,there were 68 192 new cases of female breast cancer in Shanghai,with a diagnosed rate of 31.72/100 000.The incidence rate continued to rise,and the risk of the disease continued to rise from the age of 20 years,and the rise rate accelerated significantly after the age of 40 years.There were 21 535 female breast cancer deaths from 1 973 to 2017.The mortality rate was stable,with a death rate of 8.62/100 000,and the risk of death increased significantly from the age of 45 years.The effects of age,period and cohort had a significant impact on the incidence of breast cancer(P<0.01),while the increase in mortality rate was related to age and cohort effects(P<0.01). Conclusion:The incidence rate of female breast cancer in Shanghai is still rising rapidly,and the mortality trend is generally stable,suggesting that the treatment is effective and the quality of life is improved.However,breast cancer is still the main malignant tumor among females in Shanghai.It should be continued to implement prevention and control strategies such as lifestyle intervention and screening of high-risk individuals to further strengthen the prevention and control of breast cancer.

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