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Zhang T, Sun S, Xia T, Huang Q, Fu Y, Wang W, Yang H, Hong X, Zhou N, Yu H. Trends in breast cancer mortality attributable to metabolic risks in Chinese women from 1990 to 2019: an age-period-cohort analysis. Front Oncol 2024; 14:1369027. [PMID: 38690163 PMCID: PMC11058724 DOI: 10.3389/fonc.2024.1369027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 03/25/2024] [Indexed: 05/02/2024] Open
Abstract
Objective Metabolic risks (MRs) are the primary determinants of breast cancer (BC) mortality among women. This study aimed to examine the changing trends in BC mortality associated with MRs and explore how they related to age, time period, and birth cohorts in Chinese women aged 25 and above. Methods Data were sourced from the Global Burden of Disease Study 2019 (GBD2019). The BC mortality trajectories and patterns attributable to MRs were assessed using Joinpoint regression. The age-period-cohort (APC) model was employed to evaluate cohort and time period effects. Results The age-standardized mortality rate (ASMR) of BC mortality linked to MRs displayed an escalating trend from 1990 to 2019, demonstrating an average annual percentage change (AAPC) of 1.79% (95% CI: 1.69~1.87). AAPCs attributable to high fasting plasma glucose (HFPG) and high body mass index (HBMI) were 0.41% (95% CI: 0.32~0.53) and 2.75% (95% CI: 2.68~2.82), respectively. APC analysis revealed that BC mortality due to HBMI in women aged 50 and above showed a rise with age and mortality associated with HFPG consistently demonstrated a positive correlation with age. The impact of HBMI on BC mortality significantly outweighed that of HFPG. The risk of BC mortality linked to HBMI has steadily increased since 2005, while HFPG demonstrated a trend of initial increase followed by a decrease in the period effect. Regarding the cohort effect, the relative risk of mortality was greater in the birth cohort of women after the 1960s of MRs on BC mortality, whereas those born after 1980 displayed a slight decline in the relative risk (RR) associated with BC mortality due to HBMI. Conclusion This study suggests that middle-aged and elderly women should be considered as a priority population, and control of HBMI and HFPG should be used as a primary tool to control metabolic risk factors and effectively reduce BC mortality.
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Affiliation(s)
- Ting Zhang
- Department of Science and Education, Nanjing Municipal Center for Disease Control and Prevention, Nanjing, Jiangsu, China
| | - Simeng Sun
- Department of Science and Education, Nanjing Municipal Center for Disease Control and Prevention, Nanjing, Jiangsu, China
| | - Ting Xia
- Monash Addiction Research Centre, Monash University, Frankston, VC, Australia
| | - Qiaoyu Huang
- Department of Science and Education, Nanjing Municipal Center for Disease Control and Prevention, Nanjing, Jiangsu, China
| | - Yali Fu
- Department of Epidemiological Research, Jiangsu Health Development Research Center, Nanjing, Jiangsu, China
| | - Weiwei Wang
- Department of Noncommunicable Chronic Disease Control and Prevention, Nanjing Municipal Center for Disease Control and Prevention, Nanjing, Jiangsu, China
| | - Huafeng Yang
- Department of Noncommunicable Chronic Disease Control and Prevention, Nanjing Municipal Center for Disease Control and Prevention, Nanjing, Jiangsu, China
| | - Xin Hong
- Department of Noncommunicable Chronic Disease Control and Prevention, Nanjing Municipal Center for Disease Control and Prevention, Nanjing, Jiangsu, China
| | - Nan Zhou
- Division of Medical Affairs, Nanjing Municipal Health Commission, Nanjing, Jiangsu, China
| | - Hao Yu
- Department of Noncommunicable Chronic Disease Control and Prevention, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu, China
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Sharma R. Temporal patterns of breast cancer incidence, mortality, disability-adjusted life years and risk factors in 12 South American Countries, 1990-2019: an examination using estimates from the global burden of disease 2019 study. Breast Cancer Res Treat 2023; 202:529-540. [PMID: 37717225 DOI: 10.1007/s10549-023-07075-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Accepted: 08/06/2023] [Indexed: 09/19/2023]
Abstract
BACKGROUND AND AIM Breast cancer (BC) is one of the leading causes of cancer deaths in females in South America. This study aims to examine the BC burden in 12 South American countries between 1990 and 2019. DATA AND METHODS The estimates of BC burden and risk factors were procured from the Global Burden of Disease 2019 study for the period 1990-2019. Development levels of countries were gauged using socio-demographic index (SDI). Decomposition analysis was employed to categorize the change in incidence between 1990 and 2019 into three factors: population growth, population aging and age-specific incidence rate. Estimated annual percent changes were calculated for each country and bivariate association between country-level age-standardized rates and SDI was examined using pooled regression. RESULTS The age-standardized rates of breast cancer were the highest in Uruguay [incidence: 72.65 per 100,000 (55.79-92.57); mortality: 29.97 per 100,000 (27.54-32.27); disability-adjusted life years (DALYs: 810.49 per 100,000 (746.22-884.55)] and lowest in Peru [incidence: 27.63 per 100,000 (20.44-36.85); mortality: 10.79 per 100,000 (8.14-14.11); DALYs: 318.27 per 100,000 (234.47-421.16)]. Mortality-to-incidence ratio (MIR) across countries varied from 0.30 in Colombia to 0.55 in Bolivia in 2019. SDI had a positive and strong association with age-standardized incidence rate [Formula: see text] and weaker positive association with age-standardized mortality rate [Formula: see text] and age-standardized DALYs rate [Formula: see text]. Most countries experienced more than 70% increase in incident cases owing to population aging and age-specific incidence rates. Alcohol Use, diet high in red meat and smoking contributed the maximum DALYs in most countries in 2019 whereas DALYs due to high body-mass index and high fasting plasma glucose increased most substantially between 1990 and 2019. CONCLUSION With increasing incidence, high MIR and rising BC burden due to modifiable risk factors, several public health interventions are required in South America focusing on prevention, BC awareness among general public, cost-effective early detection and treatments that suit the socio-economic setup of South American countries.
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Affiliation(s)
- Rajesh Sharma
- Humanties and Social Sciences, National Institute of Technology Kurukshetra, Kurukshetra, India.
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Huang J, Ssentongo P, Sharma R. Editorial: Cancer burden, prevention and treatment in developing countries. Front Public Health 2023; 10:1124473. [PMID: 36845348 PMCID: PMC9945280 DOI: 10.3389/fpubh.2022.1124473] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 12/30/2022] [Indexed: 02/11/2023] Open
Affiliation(s)
- Junjie Huang
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Centre for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Paddy Ssentongo
- Department of Medicine, Penn State Hershey Medical Center, Hershey, PA, United States
| | - Rajesh Sharma
- National Institute of Technology Kurukshetra, Kurukshetra, Haryana, India
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Guo F, Li Q, Gao F, Huang C, Zhang F, Xu J, Xu Y, Li Y, Sun J, Jiang L. Evaluation of the peritumoral features using radiomics and deep learning technology in non-spiculated and noncalcified masses of the breast on mammography. Front Oncol 2022; 12:1026552. [PMID: 36479079 PMCID: PMC9721450 DOI: 10.3389/fonc.2022.1026552] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 10/18/2022] [Indexed: 09/05/2023] Open
Abstract
OBJECTIVE To assess the significance of peritumoral features based on deep learning in classifying non-spiculated and noncalcified masses (NSNCM) on mammography. METHODS We retrospectively screened the digital mammography data of 2254 patients who underwent surgery for breast lesions in Harbin Medical University Cancer Hospital from January to December 2018. Deep learning and radiomics models were constructed. The classification efficacy in ROI and patient levels of AUC, accuracy, sensitivity, and specificity were compared. Stratified analysis was conducted to analyze the influence of primary factors on the AUC of the deep learning model. The image filter and CAM were used to visualize the radiomics and depth features. RESULTS For 1298 included patients, 771 (59.4%) were benign, and 527 (40.6%) were malignant. The best model was the deep learning combined model (2 mm), in which the AUC was 0.884 (P < 0.05); especially the AUC of breast composition B reached 0.941. All the deep learning models were superior to the radiomics models (P < 0.05), and the class activation map (CAM) showed a high expression of signals around the tumor of the deep learning model. The deep learning model achieved higher AUC for large size, age >60 years, and breast composition type B (P < 0.05). CONCLUSION Combining the tumoral and peritumoral features resulted in better identification of malignant NSNCM on mammography, and the performance of the deep learning model exceeded the radiomics model. Age, tumor size, and the breast composition type are essential for diagnosis.
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Affiliation(s)
- Fei Guo
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Qiyang Li
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Fei Gao
- Deepwise Artificial Intelligence Lab, Beijing Deepwise and League of PHD Technology Co., Ltd, Beijing, China
| | - Chencui Huang
- Deepwise Artificial Intelligence Lab, Beijing Deepwise and League of PHD Technology Co., Ltd, Beijing, China
| | - Fandong Zhang
- Deepwise Artificial Intelligence Lab, Beijing Deepwise and League of PHD Technology Co., Ltd, Beijing, China
| | - Jingxu Xu
- Deepwise Artificial Intelligence Lab, Beijing Deepwise and League of PHD Technology Co., Ltd, Beijing, China
| | - Ye Xu
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Yuanzhou Li
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Jianghong Sun
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Li Jiang
- Department of Oncology, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
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Ou Z, Gao Y, Jiang D, Cui J, Ren Y, Tang S, Duan D, Yu D, Wang Z. Global Trends in Death, Years of Life Lost, and Years Lived With Disability Caused by Breast Cancer Attributable to Secondhand Smoke From 1990 to 2019. Front Oncol 2022; 12:853038. [PMID: 35425702 PMCID: PMC9001985 DOI: 10.3389/fonc.2022.853038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/07/2022] [Indexed: 12/09/2022] Open
Abstract
Background Secondhand smoke is an important risk factor to breast cancer patients’ survival. This article aimed to describe the epidemiological changes of health loss caused by female breast cancer attributable to secondhand smoke from 1990 to 2019. Methods Data on breast cancer was derived from the Global Burden of Disease study 2019. The epidemiological status and trends were estimated using the number, age-standardized rate (ASR), and estimated annual percentage change (EAPC). Results In 2019, secondhand smoke-related breast cancer caused 168.33×102 death, 5242.58×102 years of life lost (YLLs), and 334.03×102 years lived with disability (YLDs) globally. The overall ASR of death and YLLs caused by breast cancer attributable to secondhand smoke presented decreasing trends from 1990 to 2019, with the respective EAPCs of −0.78 and −0.87. Meanwhile, decreasing trends occurred in most geographic regions, particularly that of YLLs in high-income North America (EAPC = −3.35). At the national level, most countries/territories had decreasing trends of death and YLLs, particularly Denmark, in which the respective EAPCs were −4.26 and −4.64. However, the ASR of YLDs showed an increasing trend globally (EAPC = 0.32). Meanwhile, increasing trends were observed in most regions and countries, particularly the Solomon Islands and Lesotho, with the respective EAPCs being 6.18 and 4.33. The changing trends were closely associated with sociodemographic development. Conclusions Trends in secondhand smoke-related death and YLLs caused by breast cancer declined from 1990 to 2019. However, secondhand smoke remains a challenge to the patients’ longevity and quality of life. The findings informed strategies should be strengthened the control of secondhand smoking.
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Affiliation(s)
- Zejin Ou
- Department of Central Laboratory, Guangzhou Twelfth People's Hospital, Guangzhou, China.,Key Laboratory of Occupational Environment and Health, Guangzhou Twelfth People's Hospital, Guangzhou, China
| | - Yunxia Gao
- School of Public Health, Guangzhou Medical University, Guangzhou, China
| | - Diwei Jiang
- School of Basic Medicine and Public Health, Jinan University, Guangzhou, China
| | - Jiaxin Cui
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Yixian Ren
- Key Laboratory of Occupational Environment and Health, Guangzhou Twelfth People's Hospital, Guangzhou, China
| | - Shihao Tang
- Key Laboratory of Occupational Environment and Health, Guangzhou Twelfth People's Hospital, Guangzhou, China
| | - Danping Duan
- Key Laboratory of Occupational Environment and Health, Guangzhou Twelfth People's Hospital, Guangzhou, China
| | - Danfeng Yu
- Department of Medical Intensive Care Unit (MICU), Guangdong Women and Children Hospital, Guangzhou, China
| | - Zhi Wang
- Key Laboratory of Occupational Environment and Health, Guangzhou Twelfth People's Hospital, Guangzhou, China
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Mubarik S, Sharma R, Hussain SR, Iqbal M, Nawsherwan, Liu X, Yu C. Breast Cancer Mortality Trends and Predictions to 2030 and Its Attributable Risk Factors in East and South Asian Countries. Front Nutr 2022; 9:847920. [PMID: 35360680 PMCID: PMC8964109 DOI: 10.3389/fnut.2022.847920] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 02/07/2022] [Indexed: 12/12/2022] Open
Abstract
Background Amidst the rising breast cancer burden in Asia, we aim to predict the future mortality risk due to breast cancer and identify the risk-attributable deaths for breast cancer among East and South Asian countries. Methods We used country-level data to predict the trends in the next decade relating to female breast cancer mortality by employing data from 1990 to 2019 from the Global Burden of Disease 2019 study. We used the stochastic mortality modeling and prediction techniques to forecast the age-specific and risk-attributable breast cancer mortality trends at the regional and national levels of East and South Asia. Results The number of deaths caused by the breast cancer is predicted to increase in East and South Asian countries in the next decade (2020-2030). Age-standardized death rate (ASDR) of breast cancer is predicted to increase by 7.0% from 9.20/100,000 (95% CI: 6.04-12.12) in 1990 to 9.88/100,000 (95% CI: 7.12-11.4) in 2030 in East Asia, and about 35% increase from 13.4/100,000 (95% CI: 9.21-16.02) in 1990 to 18.1/100,000 (95% CI: 13.23-21.10) in 2030 in South Asia. At the national level, the highest percent change in ASDR between 1990 and 2030 was reported in Pakistan (a 62% increase) and Nepal (a 47% increase). The highest percent change in breast cancer mortality between 2020 and 2030 for females of age group 80-84 years was observed in Pakistan [21.6, (95% CI, 20.6-94.7)], followed by Afghanistan [13.3 (4.0-80.8)], and Nepal [36.6 (11.1-125.7)] as compared to the other countries. In the females of aged 50-80 years, the predicted death rates were associated with high body mass index, high-fasting plasma glucose, and diet high in red meat, across the majority of countries under study. Furthermore, reductions in percent change in mortality rates occurred in several countries with increases in sociodemographic index (SDI), notably across high SDI countries. Conclusion Breast cancer mortality risk varies substantially across East and South Asian countries with higher mortality risk in low/middle SDI countries. Early detection using screening, awareness among females and health workers, and cost-effective and timely treatment of patients with breast cancer is vital in stemming the tide of breast cancer in the next decade.
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Affiliation(s)
- Sumaira Mubarik
- Department of Epidemiology and Biostatistics, School of Public Health, Wuhan University, Wuhan, China
| | - Rajesh Sharma
- University School of Management and Entrepreneurship Delhi Technological University Delhi, New Delhi, India
| | - Syeda Rija Hussain
- Department of Health Sciences, Rawalpindi Medical University, Rawalpindi, Pakistan
| | - Mujahid Iqbal
- Department of Psychology, School of Philosophy, Wuhan University, Wuhan, China
| | - Nawsherwan
- Institute of Cardiovascular Diseases, Xiamen University, Xiamen, China
| | - Xiaoxue Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Wuhan University, Wuhan, China
| | - Chuanhua Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Wuhan University, Wuhan, China
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Luo LS, Jiang JF, Luan HH, Zi H, Zhu C, Li BH, Zeng XT. Spatial and temporal patterns of prostate cancer burden and their association with Socio-Demographic Index in Asia, 1990-2019. Prostate 2022; 82:193-202. [PMID: 34662930 DOI: 10.1002/pros.24258] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Revised: 09/16/2021] [Accepted: 10/08/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Prostate cancer is the second most frequently diagnosed cancer for males worldwide, but the spatial and temporal trends of prostate cancer burden remain unknown in Asia. This study aimed to investigate the changing spatial and temporal trends of incidence, prevalence, mortality, disability-adjusted life year (DALY), and mortality-to-incidence ratio (MIR) of prostate cancer, and their association with the Socio-Demographic Index (SDI) in 48 Asian countries from 1990 to 2019. METHODS Data were extracted from the Global Health Data Exchange query tool, covering 48 Asian countries from 1990 to 2019. The average annual percent change was calculated to evaluate temporal trends. Spatial autocorrelation analysis was used to obtain spatial patterns, and the association between SDI and prostate cancer burden was estimated using a spatial panel model. RESULTS In Asia, the age-standardized incidence and prevalence of prostate cancer increased in almost all countries, and its mortality and DALY also increased in over half of the countries. Significantly regional disparities were found in Asia, and the hot spots for incidence, prevalence, mortality, and DALY were all located in Western Asia, the hot spots of percent change also occurred in Western Asia for incidence and DALY. Furthermore, SDI had a positive association with mortality (coef = 2.51, 95% confidence interval [CI]: 2.13-2.90) and negative association with DALY (coef = -14.99, 95% CI: -20.37 to -9.60) and MIR (coef = -0.95, 95%CI: -0.99 to -0.92). CONCLUSIONS Prostate cancer burden increased rapidly throughout Asia and substantial disparities had persisted between countries. Geographically targeted interventions are needed to reduce the prostate cancer burden throughout Asia and in specific countries.
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Affiliation(s)
- Li-Sha Luo
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Jun-Feng Jiang
- School of Sociology, Central China Normal University, Wuhan, China
| | - Hang-Hang Luan
- Department of Forensic Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Hao Zi
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Cong Zhu
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Bing-Hui Li
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Xian-Tao Zeng
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- Institute of Urology of Wuhan University, Wuhan, China
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Ren DY, Yuan XR, Tu CX, Shen JL, Li YW, Yan AH, Ru Y, Han HY, Yang YM, Liu Y, Li HY. Long Noncoding RNA 00472: A Novel Biomarker in Human Diseases. Front Pharmacol 2021; 12:726908. [PMID: 34987381 PMCID: PMC8722734 DOI: 10.3389/fphar.2021.726908] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 11/29/2021] [Indexed: 11/13/2022] Open
Abstract
Long non-coding RNAs (lncRNAs) play important roles in human diseases. They control gene expression levels and influence various biological processes through multiple mechanisms. Functional abnormalities in lncRNAs are strongly associated with occurrence and development of various diseases. LINC00472, which is located on chromosome 6q13, is involved in several human diseases, particularly cancers of the breast, lung, liver, osteosarcoma, bladder, colorectal, ovarian, pancreatic and stomach. Importantly, LINC00472 can be used as a biomarker for breast cancer cell sensitivity to chemotherapeutic regimens, including doxorubicin. LINC00472 is regulated by microRNAs and several signaling pathways. However, the significance of LINC00472 in human diseases has not been clearly established. In this review, we elucidate on the significance of LINC00472 in various human diseases, indicating that LINC00472 may be a diagnostic, prognostic as well as therapeutic target for these diseases.
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Affiliation(s)
- Dan-yang Ren
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Xin-rong Yuan
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Cai-xia Tu
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Jian-ling Shen
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Yun-wei Li
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Ai-hua Yan
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Yi Ru
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Hui-yun Han
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Yan-ming Yang
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Yan Liu
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
| | - Hui-ying Li
- Pharmaceutical Preparation Section, Children’s Hospital of Kunming Medical University, Kunming, China
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