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Feng X, Zhu J, Hua Z, Yao S, Tong H. Comparison of obesity indicators for predicting cardiovascular risk factors and multimorbidity among the Chinese population based on ROC analysis. Sci Rep 2024; 14:20942. [PMID: 39251694 PMCID: PMC11383956 DOI: 10.1038/s41598-024-71914-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 09/02/2024] [Indexed: 09/11/2024] Open
Abstract
To date, the best obesity-related indicators (ORIs) for predicting hypertension, dyslipidaemia, Type 2 diabetes mellitus (T2DM) and multimorbidity are still controversial. This study assessed the ability of 17 ORIs [body mass index (BMI), body fat percentage (BF%), c-index, Clínica Universidad de Navarra-Body Adiposity Estimator (CUN-BAE), a body shape index (ABSI), body adiposity index (BAI), waist circumference (WC), waist-hip ratio (WHR), waist-to-height ratio (WHtR), body roundness index (BRI), abdominal volume index (AVI), triglyceride glucose index (TYG), lipid accumulation product (LAP), visceral adiposity index (VAI), Chinese visceral adiposity index (CVAI), waist triglyceride index (WTI) and cardiometabolic index (CMI)] to predict hypertension, dyslipidemia, T2DM, and multimorbidity in populations aged 40-69 years. From November 2017 to December 2022, 10,432 compliant residents participated in this study. Receiver operating characteristic curves were used to assess the ability of ORIs to predict target diseases across the whole population and genders. The DeLong test was used to analyse the heterogeneity of area under curves (AUCs). Multivariable logistic regression was used to analyse the association of ORIs with hypertension, dyslipidaemia, T2DM, and multimorbidity. The prevalence of hypertension, dyslipidaemia, T2DM, and multimorbidity was 67.46%, 39.36%, 12.54% and 63.58%, respectively. After excluding ORIs associated with the target disease components, in the whole population, CVAI (AUC = 0.656), BMI (AUC = 0.655, not significantly different from WC and AVI), CVAI (AUC = 0.645, not significantly different from LAP, CMI, WHR, and WTI), and TYG (AUC = 0.740) were the best predictor of hypertension, dyslipidemia, T2DM, and multimorbidity, respectively (all P < 0.05). In the male population, BF% (AUC = 0.677), BMI (AUC = 0.698), CMI (AUC = 0.648, not significantly different from LAP and CVAI), and TYG (AUC = 0.741) were the best predictors (all P < 0.05). In the female population, CVAI (AUC = 0.677), CUN-BAE (AUC = 0.623, not significantly different from BF%, WC, WHR, WHtR, BRI and BMI), CVAI (AUC = 0.657, not significantly different from WHR), TYG (AUC = 0.740) were the best predictors (all P < 0.05). After adjusting for all covariates, all ORIs were significantly associated with hypertension, dyslipidaemia, T2DM, and multimorbidity (all P < 0.05), except for ABSI and hypertension and BAI and T2DM, which were insignificant. Ultimately, after considering the heterogeneity of prediction of ORIs among different populations, for hypertension, BF% was the best indicator for men and CVAI for the rest of the population. The best predictors of dyslipidaemia, T2DM, and multimorbidity were BMI, CVAI and TYG, respectively. Screening for common chronic diseases in combination with these factors may help to improve the effectiveness.
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Affiliation(s)
- Xiang Feng
- Institute of Tumour Prevention and Control, Yangzhong People's Hospital, Yangzhong, 212200, China.
| | - Jinhua Zhu
- Institute of Tumour Prevention and Control, Yangzhong People's Hospital, Yangzhong, 212200, China.
- Department of Gastroenterology, Zhongda Hospital, Southeast University School of Medicine, Nanjing, 210000, China.
| | - Zhaolai Hua
- Institute of Tumour Prevention and Control, Yangzhong People's Hospital, Yangzhong, 212200, China
| | - Shenghua Yao
- Department of Gastroenterology, Yangzhong People's Hospital, Yangzhong, 212200, China
| | - Haiyuan Tong
- Department of Non-Communicable Disease Prevention and Control, Yangzhong Centre for Disease Control and Prevention, Yangzhong, 212200, China
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Wang K, Diao M, Yang Z, Liu M, Salvador JT. Identification of subgroups of patients with gastrointestinal cancers based on symptom severity and frequency: A latent profile and latent class analysis. Eur J Oncol Nurs 2024; 68:102479. [PMID: 38043172 DOI: 10.1016/j.ejon.2023.102479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 11/09/2023] [Accepted: 11/18/2023] [Indexed: 12/05/2023]
Abstract
PURPOSE Identify subgroups of patients with gastrointestinal cancer with different frequency and severity of symptoms and assess differences in demographics, clinical characteristics, and degree of interference with daily life. METHODS This was a cross-sectional study. A total of 202 patients with gastrointestinal cancers completed the Chinese version of the MD Anderson Symptom Inventory for Gastrointestinal Cancer Module by convenience sampling. Subgroups of patients were identified using latent profile analysis and latent class analysis. Chi-squared, Mann-Whitney-U, and Kruskal-Wallis tests assessed differences among subgroups. RESULTS In terms of symptom severity, low (70.3%), Moderate (13.4%), and high (16.3%) classes were identified. Compared with the other two classes, the Moderate group had a higher proportion of patients with a history of tobacco and alcohol, esophageal cancer, and gastric cancer (P < 0.05). In terms of symptom frequency, all -high (57.9%), high physical symptoms (9.9%), and all-low (32.2%) classes were identified. All-high groups had a younger age and a higher proportion of patients with cancer stage IV (P < 0.05). The high group had the most interference with daily life in both perspectives (P < 0.001), and psycho-emotional symptoms were frequent and severe. CONCLUSIONS The two perspectives of symptom severity and frequency can play a complementary role in identifying high-risk groups. Clinical practitioners should strengthen psychological interventions in young and advanced cancer patients and provide pharmaceutical and non-pharmaceutical interventions for dysphagia symptoms in esophageal and gastric cancer patients with a history of tobacco and alcohol.
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Affiliation(s)
- Ke Wang
- Department of Nursing, The Second Affiliated Hospital of Shandong First Medical University, Taian City, Shandong Province, China.
| | - Min Diao
- Department of Nursing, The Second Affiliated Hospital of Shandong First Medical University, Taian City, Shandong Province, China
| | - Zhaoxia Yang
- Department of Nursing, The Second Affiliated Hospital of Shandong First Medical University, Taian City, Shandong Province, China
| | - Mengjia Liu
- Department of Nursing, The Second Affiliated Hospital of Shandong First Medical University, Taian City, Shandong Province, China
| | - Jordan Tovera Salvador
- Nursing Education Department, College of Nursing, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
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Shi NQ, Cui XY, Zhou C, Tang N, Cui DX. Application of near-infrared fluorescence imaging in theranostics of gastrointestinal tumors. Gastroenterol Rep (Oxf) 2023; 11:goad055. [PMID: 37781571 PMCID: PMC10533422 DOI: 10.1093/gastro/goad055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 08/06/2023] [Accepted: 08/28/2023] [Indexed: 10/03/2023] Open
Abstract
Gastrointestinal cancers have become an important cause of cancer-related death in humans. Improving the early diagnosis rate of gastrointestinal tumors and improving the effect of surgical treatment can significantly improve the survival rate of patients. The conventional diagnostic method is high-definition white-light endoscopy, which often leads to missed diagnosis. For surgical treatment, intraoperative tumor localization and post-operative anastomotic state evaluation play important roles in the effect of surgical treatment. As a new imaging method, near-infrared fluorescence imaging (NIRFI) has its unique advantages in the diagnosis and auxiliary surgical treatment of gastrointestinal tumors due to its high sensitivity and the ability to image deep tissues. In this review, we focus on the latest advances of NIRFI technology applied in early diagnosis of gastrointestinal tumors, identification of tumor margins, identification of lymph nodes, and assessment of anastomotic leakage. In addition, we summarize the advances of NIRFI systems such as macro imaging and micro imaging systems, and also clearly describe the application process of NIRFI from system to clinical application, and look into the prospect of NIRFI applied in the theranostics of gastrointestinal tumors.
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Affiliation(s)
- Nan-Qing Shi
- Department of Sensing Science and Engineering, School of Electronic Information and Electrical Engineering, Institute of Nano Biomedicine and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China
| | - Xin-Yuan Cui
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, P. R. China
| | - Cheng Zhou
- Department of Sensing Science and Engineering, School of Electronic Information and Electrical Engineering, Institute of Nano Biomedicine and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China
| | - Ning Tang
- Department of Sensing Science and Engineering, School of Electronic Information and Electrical Engineering, Institute of Nano Biomedicine and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China
| | - Da-Xiang Cui
- Department of Sensing Science and Engineering, School of Electronic Information and Electrical Engineering, Institute of Nano Biomedicine and Engineering, Shanghai Jiao Tong University, Shanghai, P. R. China
- National Engineering Center for Nanotechnology, Shanghai, P. R. China
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Feng X, Zhu J, Hua Z, Shi Q, Zhou J, Luo P. The prevalence and determinant of overweight and obesity among residents aged 40-69 years in high-risk regions for upper gastrointestinal cancer in southeast China. Sci Rep 2023; 13:8172. [PMID: 37210438 DOI: 10.1038/s41598-023-35477-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 05/18/2023] [Indexed: 05/22/2023] Open
Abstract
Being overweight or obese is one of the public health concerns worldwide, and its prevalence is gradually increasing. Obesity has been proven to be associated with some cancers, including upper gastrointestinal cancer (UGC). However, studies on the prevalence of obesity among residents of areas at high risk of UGC in China are minimal. The aim of this study is to assess the prevalence of obesity and its influencing factors among people aged 40-69 years (high-risk population) in high-risk areas for UGC in Jiangsu Province, southeast China. This cross-sectional study involved 45,036 subjects aged 40-69 years identified in the Rural Early Diagnosis and Treatment of UGC Project database in Jiangsu Province from 2017 to 2021. Differences in prevalence across gender and age were assessed using the Chi-square test. Using a multinomial logistic regression model, we examined independent risk factors for overweight/obesity and their gender and age differences. The prevalence of overweight, obesity, and overweight/obesity varied based on the standards used: Chinese standard (42.1%, 11.9%, and 54.0%) and WHO standard (34.7%, 4.7%, and 39.4%), respectively. Being overweight was more common in men than women, while obesity was more common in women than men. Age of 50-59 years, married, household size of 7-9, drinking, soy products, pickled food, and hot food intake were positively associated with overweight/obesity. Females, 60-69 years, higher education level, household size of 4-6, annual family income of more than 60,000 CNY, smoking, and fresh fruit intake were negatively associated with overweight/obesity. Stratified analysis showed that the effects of age, education and meat, egg and dairy products on overweight/obesity were different across gender. The impact of fresh fruit and vegetables on overweight/obesity was also heterogeneous between the younger (40-59 years) and older (60-69 years) groups. In conclusion, the prevalence of overweight and obesity is high among adults aged 40-69 years from high-risk areas for UGC of Jiangsu Province, southeast China. Independent influencing factors of being overweight/obese included gender, age, marital status, education, household size, annual family income, smoking, drinking, fresh fruit, soy products, pickled food and hot food intake, and may vary by gender and age. Screening-based interventions should be considered to control obesity levels among screened participants. Besides, heterogeneity of influencing factors across subgroups could be focused on to improve intervention effectiveness.
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Affiliation(s)
- Xiang Feng
- Institute of Tumour Prevention and Control, Yangzhong People's Hospital, Yangzhong, 212200, China
| | - Jinhua Zhu
- Institute of Tumour Prevention and Control, Yangzhong People's Hospital, Yangzhong, 212200, China.
- Department of Gastroenterology, Zhongda Hospital, Southeast University, Nanjing, 210000, China.
| | - Zhaolai Hua
- Institute of Tumour Prevention and Control, Yangzhong People's Hospital, Yangzhong, 212200, China
| | - Qiuping Shi
- Institute of Tumour Prevention and Control, Yangzhong People's Hospital, Yangzhong, 212200, China
| | - Jinyi Zhou
- Department of Non-communicable Disease Prevention and Control, Jiangsu Provincial Centre for Disease Control and Prevention, Nanjing, 210009, China.
| | - Pengfei Luo
- Department of Non-communicable Disease Prevention and Control, Jiangsu Provincial Centre for Disease Control and Prevention, Nanjing, 210009, China
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Feng X, Zhu JH, Hua ZL, Xu X, Li Y, Li J, Song GH, Wang X, Su M, Zhou JY. Satisfaction and its determinants of rural upper gastrointestinal cancer screening in China: a preliminary cross-sectional study. BMJ Open 2022; 12:e061483. [PMID: 36329609 PMCID: PMC9442482 DOI: 10.1136/bmjopen-2022-061483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES To assess participants' satisfaction with and predictors of upper gastrointestinal cancer screening in rural areas. DESIGN Cross-sectional study. SETTING Ten screening centres in seven cities across five provinces in China. PARTICIPANTS Of the 452 participants screened during the survey period, 438 completed the survey (response rate: 96.90%). PRIMARY OUTCOME MEASURES Screening satisfaction was the primary outcome and it was assessed using the Patient Satisfaction Questionnaire-18. Ordinal logistic regression analysis was used to analyse the predictors of satisfaction. RESULTS The percentages of satisfaction with the General Satisfaction, Technical Quality, Interpersonal Manner, Communication, Financial Aspects, Time Spent With Doctor, and Convenience and Accessibility dimensions were 95.89%, 79.68%, 88.36%, 83.56%, 75.11%, 82.19% and 66.44%, respectively. Education (OR 0.25, 95% CI 0.07 to 0.90), health self-assessment (OR 15.29, 95% CI 2.86 to 81.78) and family history of cancer (OR 4.20, 95% CI 1.29 to 13.71) were associated with General Satisfaction. Residence (OR 4.31, 95% CI 1.89 to 9.81) was associated with Technical Quality. Occupation (OR 0.27, 95% CI 0.08 to 0.88), health self-assessment (OR 11.30, 95% CI 3.94 to 32.43), screening purpose (OR 0.18, 95% CI 0.03 to 0.92) and distance from the screening centre (OR 4.59, 95% CI 1.35 to 15.61) were associated with interpersonal manner. Gender (OR 1.85, 95% CI 1.02 to 3.34), residence (OR 3.23, 95% CI 1.23 to 8.53) and endoscopy in the previous year (OR 2.79, 95% CI 1.13 to 6.90) were associated with Communication. Body mass index (BMI; OR 5.06, 95% CI 1.40 to 18.25) and health self-assessment (OR 2.09, 95% CI 1.12 to 3.88) were associated with financial aspects. Gender (OR 1.90, 95% CI 1.07 to 3.38), residence (OR 3.19, 95% CI 1.30 to 7.79), BMI (OR 5.26, 95% CI 1.14 to 24.34) and health self-assessment (OR 2.14, 95% CI 1.06 to 4.34) were associated with time spent with doctor. Gender (OR 1.64, 95% CI 1.04 to 2.60) and residence (OR 3.17, 95% CI 1.46 to 6.88) were associated with convenience and accessibility. CONCLUSION There was heterogeneity across the dimensions of satisfaction with rural upper gastrointestinal cancer screening. Project manager should prioritise improving the aspects related to the convenience and accessibility dimension. Furthermore, to improve the efficiency of potential interventions, the predictors of the various dimensions should be considered.
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Affiliation(s)
- Xiang Feng
- Institute of Tumour Prevention and Control, People's Hospital of Yangzhong, Yangzhong, Jiangsu, China
| | - Jin-Hua Zhu
- Institute of Tumour Prevention and Control, People's Hospital of Yangzhong, Yangzhong, Jiangsu, China
- Department of Gastroenterology, Southeast University Zhongda Hospital, Nanjing, Jiangsu, China
| | - Zhao-Lai Hua
- Institute of Tumour Prevention and Control, People's Hospital of Yangzhong, Yangzhong, Jiangsu, China
| | - Xing Xu
- Department of Chronic Disease Prevention and Control, Taixing Center for Disease Prevention and Control, Taixing, Jiangsu, China
| | - Yanyan Li
- Cancer Center, People's Hospital of Feicheng, Tai'an, Shandong, China
| | - Jun Li
- Department of Cancer Prevention, Yanting County Cancer Hospital, Mianyang, Sichuan, China
| | - Guo-Hui Song
- Prevention and Control, Cixian Institute for Cancer, Handan, Hebei, China
| | - Xingzheng Wang
- Scientific Research Office, Yangcheng County Cancer Hospital, Jincheng, Shanxi, China
| | - Ming Su
- Department of Chronic Diseases Prevention and Control, Huai'an District Center, Huai'an, Jiangsu, China
| | - Jin-Yi Zhou
- Department of Non-Communicable Disease Prevention, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu, China
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