• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

老年2型糖尿病患者的合并症:高成本患者的特征及医疗保健利用情况的识别

Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients.

作者信息

Guerrero-Fernández de Alba Inmaculada, Orlando Valentina, Monetti Valeria M, Mucherino Sara, Gimeno-Miguel Antonio, Vaccaro Olga, Forjaz Maria João, Poblador Plou Beatriz, Prados-Torres Alexandra, Riccardi Gabriele, Menditto Enrica

机构信息

EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, Spain.

Health Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, Spain.

出版信息

Front Pharmacol. 2020 Nov 30;11:586187. doi: 10.3389/fphar.2020.586187. eCollection 2020.

DOI:10.3389/fphar.2020.586187
PMID:33746740
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7970761/
Abstract

Little is known about the specific comorbidities contributing to higher costs in patients with type-2 diabetes mellitus (T2DM), particularly in older cases. We aimed to evaluate the prevalence, type, and cost of comorbidities occurring in older T2DM patients versus older non-T2DM patients, and the factors associated with high cost (HC) T2DM patients. Retrospective cohort study using information from the Campania Region healthcare database. People aged ≥65 years who received ≥2 prescriptions for antidiabetic drugs were identified as "T2DM patients." Comorbidities among T2DM and non-T2DM groups were assessed through the RxRiskV Index (modified version). T2DM individuals were classified according to the total cost distribution as HC or "non-high cost." Two sub-cohorts of HC T2DM patients were assessed: above 90th and 80th percentile of the total cost. Age- and sex-adjusted logistic regression models were created. Among the T2DM cohort, concordant and discordant comorbidities occurred significantly more frequently than in the non-T2DM cohort. Total mean annual cost per T2DM patient due to comorbidities was €7,627 versus €4,401 per non-T2DM patient. Among T2DM patients identified as being above 90th and 80th percentiles of cost distribution, the total annual costs were >€19,577 and >€2,563, respectively. The hospitalization cost was higher for T2DM cases. Strongest predictors of being a HC T2DM patient were having ≥5 comorbidities and renal impairment. HC patients accrued >80% of the total comorbidities cost in older T2DM patients. Integrated care models, with holistic and patient-tailored foci, could achieve more effective T2DM care.

摘要

关于导致2型糖尿病(T2DM)患者成本增加的具体合并症,尤其是老年患者,我们所知甚少。我们旨在评估老年T2DM患者与老年非T2DM患者中合并症的患病率、类型和成本,以及与高成本(HC)T2DM患者相关的因素。使用坎帕尼亚地区医疗数据库中的信息进行回顾性队列研究。年龄≥65岁且接受≥2种抗糖尿病药物处方的人被确定为“T2DM患者”。通过RxRiskV指数(修订版)评估T2DM组和非T2DM组中的合并症。T2DM个体根据总成本分布分为HC或“非高成本”。对HC T2DM患者的两个亚队列进行了评估:总成本处于第90百分位数及以上和第80百分位数及以上。创建了年龄和性别调整的逻辑回归模型。在T2DM队列中,一致和不一致的合并症比非T2DM队列中发生得更频繁。T2DM患者因合并症导致的平均每年总成本为7627欧元,而非T2DM患者为4401欧元。在被确定为成本分布处于第90百分位数及以上和第80百分位数及以上的T2DM患者中,每年的总成本分别>19577欧元和>2563欧元。T2DM患者的住院成本更高。成为HC T2DM患者的最强预测因素是有≥5种合并症和肾功能损害。HC患者占老年T2DM患者合并症总成本的>80%。以整体和针对患者的重点为核心的综合护理模式可以实现更有效的T2DM护理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/857b/7970761/7f0647885ab3/fphar-11-586187-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/857b/7970761/932f34bff321/fphar-11-586187-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/857b/7970761/7f0647885ab3/fphar-11-586187-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/857b/7970761/932f34bff321/fphar-11-586187-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/857b/7970761/7f0647885ab3/fphar-11-586187-g002.jpg

相似文献

1
Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients.老年2型糖尿病患者的合并症:高成本患者的特征及医疗保健利用情况的识别
Front Pharmacol. 2020 Nov 30;11:586187. doi: 10.3389/fphar.2020.586187. eCollection 2020.
2
The high-cost, type 2 diabetes mellitus patient: an analysis of managed care administrative data.高成本 2 型糖尿病患者:管理式医疗管理数据分析。
Arch Public Health. 2014 Feb 27;72(1):6. doi: 10.1186/2049-3258-72-6.
3
The prevalence and ingredient cost of chronic comorbidity in the Irish elderly population with medication treated type 2 diabetes: a retrospective cross-sectional study using a national pharmacy claims database.爱尔兰药物治疗 2 型糖尿病老年人群中慢性共病的患病率和成分成本:使用国家药房索赔数据库的回顾性横断面研究。
BMC Health Serv Res. 2013 Jan 16;13:23. doi: 10.1186/1472-6963-13-23.
4
Differences in All-Cause Health Care Utilization and Costs in a Type 2 Diabetes Mellitus Population with and Without a History of Cardiovascular Disease.在有和没有心血管疾病史的 2 型糖尿病患者人群中,全因医疗保健利用和成本的差异。
J Manag Care Spec Pharm. 2018 Mar;24(3):280-290. doi: 10.18553/jmcp.2018.24.3.280.
5
Healthcare Burden and Costs Associated with Urinary Tract Infections in Type 2 Diabetes Mellitus Patients: An Analysis Based on a Large Sample of 456,586 German Patients.2型糖尿病患者尿路感染相关的医疗负担和费用:基于456,586名德国患者的大样本分析
Nephron. 2016;132(3):215-26. doi: 10.1159/000444420. Epub 2016 Mar 2.
6
Fracture risk and healthcare resource utilization and costs among osteoporosis patients with type 2 diabetes mellitus and without diabetes mellitus in Japan: retrospective analysis of a hospital claims database.日本2型糖尿病合并和未合并糖尿病的骨质疏松症患者的骨折风险、医疗资源利用及成本:医院理赔数据库的回顾性分析
BMC Musculoskelet Disord. 2016 Nov 25;17(1):489. doi: 10.1186/s12891-016-1344-9.
7
Healthcare costs of people with type 2 diabetes mellitus in the Basque Country (Spain).西班牙巴斯克地区2型糖尿病患者的医疗费用。
Endocrinol Nutr. 2016 Dec;63(10):543-550. doi: 10.1016/j.endonu.2016.08.003. Epub 2016 Nov 4.
8
Retrospective database analysis of the impact of prior authorization for type 2 diabetes medications on health care costs in a Medicare Advantage Prescription Drug Plan population.对医疗保险优势处方药计划人群中2型糖尿病药物预先授权对医疗保健成本的影响进行回顾性数据库分析。
J Manag Care Pharm. 2013 Jun;19(5):374-84. doi: 10.18553/jmcp.2013.19.5.374.
9
Cost of diabetes: comparison of disease-attributable and matched cohort cost estimation methods.糖尿病的成本:疾病归因和匹配队列成本估算方法的比较。
Curr Med Res Opin. 2010 Aug;26(8):1827-34. doi: 10.1185/03007995.2010.488544.
10
Demographic and Clinical Profiles of Type 2 Diabetes Mellitus Patients Initiating Canagliflozin Versus DPP-4 Inhibitors in a Large U.S. Managed Care Population.在一个大型美国管理式医疗人群中,起始用卡格列净与 DPP-4 抑制剂治疗的 2 型糖尿病患者的人口统计学和临床特征。
J Manag Care Spec Pharm. 2015 Dec;21(12):1204-12. doi: 10.18553/jmcp.2015.21.12.1204.

引用本文的文献

1
Blood Metabolic Biomarkers of Diabetes Mellitus Type 2 in Aged Adults Determined by a UPLC-MS Metabolomic Approach.基于超高效液相色谱-质谱代谢组学方法测定老年2型糖尿病患者的血液代谢生物标志物
Metabolites. 2025 Jun 12;15(6):395. doi: 10.3390/metabo15060395.
2
Predicting high-cost, commercially-insured people with diabetes in Texas: Characteristics, medical utilization patterns, and urban-rural comparisons.预测德克萨斯州患有糖尿病的高成本商业保险人群:特征、医疗利用模式及城乡比较。
AIMS Public Health. 2025 Feb 27;12(1):259-274. doi: 10.3934/publichealth.2025016. eCollection 2025.
3
Eliciting medication preferences of patients with type 2 diabetes under different insurance coverages in China.

本文引用的文献

1
Drug-utilisation profiles and COVID-19.药物利用情况与 COVID-19。
Sci Rep. 2021 Apr 26;11(1):8913. doi: 10.1038/s41598-021-88398-y.
2
Predictors of High-cost Patients With Noninfectious Inflammatory Eye Diseases.非传染性炎症性眼病高额费用患者的预测因素。
Clin Ther. 2019 Nov;41(11):2331-2342. doi: 10.1016/j.clinthera.2019.09.011. Epub 2019 Oct 10.
3
Treatment Patterns of Diabetes in Italy: A Population-Based Study.意大利糖尿病的治疗模式:一项基于人群的研究。
在中国,不同保险覆盖下的 2 型糖尿病患者的药物偏好评估。
Front Public Health. 2024 Oct 25;12:1413642. doi: 10.3389/fpubh.2024.1413642. eCollection 2024.
4
Impact of diabetes on healthcare utilization and expenditure among older adults in India.糖尿病对印度老年人医疗保健利用和支出的影响。
J Diabetes Metab Disord. 2023 Oct 13;23(1):593-601. doi: 10.1007/s40200-023-01319-w. eCollection 2024 Jun.
5
Factors associated with diabetes concordant comorbidities among adult diabetic patients in Central Ethiopia: a cross-sectional study.埃塞俄比亚中部成年糖尿病患者中与糖尿病并存共病相关的因素:一项横断面研究。
Front Clin Diabetes Healthc. 2023 Dec 13;4:1307463. doi: 10.3389/fcdhc.2023.1307463. eCollection 2023.
6
Drug Utilization and Measurement of Medication Adherence: A Real World Study of Psoriasis in Italy.药物利用与用药依从性测量:意大利银屑病的一项真实世界研究
Pharmaceutics. 2023 Nov 21;15(12):2647. doi: 10.3390/pharmaceutics15122647.
7
Longitudinal Trajectory Modeling to Assess Adherence to Sacubitril/Valsartan among Patients with Heart Failure.用于评估心力衰竭患者对沙库巴曲缬沙坦依从性的纵向轨迹建模
Pharmaceutics. 2023 Nov 1;15(11):2568. doi: 10.3390/pharmaceutics15112568.
8
Analysis of age-dependent gene-expression in human tissues for studying diabetes comorbidities.分析人类组织中与年龄相关的基因表达,以研究糖尿病合并症。
Sci Rep. 2023 Jun 26;13(1):10372. doi: 10.1038/s41598-023-37550-x.
9
Assessing Therapeutic Choices and Adherence to Antidiabetic Therapy in Naïve Patients: A Retrospective Observational Study in a Local Health Authority of the Piedmont Region (Italy).评估初治患者的治疗选择及抗糖尿病治疗依从性:意大利皮埃蒙特地区某地方卫生当局的一项回顾性观察研究
Healthcare (Basel). 2023 Jun 5;11(11):1655. doi: 10.3390/healthcare11111655.
10
Cinematic Virtual Reality for Educating Health Care Providers About Type 2 Diabetes, Disability, and Elder Abuse and Neglect: A Pilot Study.电影化虚拟现实在 2 型糖尿病、残疾、以及老年虐待和忽视方面的健康教育中的应用:一项试点研究。
J Diabetes Sci Technol. 2023 Sep;17(5):1160-1171. doi: 10.1177/19322968231171586. Epub 2023 Apr 28.
Front Pharmacol. 2019 Aug 6;10:870. doi: 10.3389/fphar.2019.00870. eCollection 2019.
4
The role of concordant and discordant comorbidities on performance of self-care behaviors in adults with type 2 diabetes: a systematic review.共病与不共病对2型糖尿病成人自我护理行为表现的影响:一项系统综述
Diabetes Metab Syndr Obes. 2019 Mar 18;12:333-356. doi: 10.2147/DMSO.S186758. eCollection 2019.
5
Hyperglycemia and Diabetes Induced by Glucocorticoids in Nondiabetic and Diabetic Patients: Revision of Literature and Personal Considerations.糖皮质激素在非糖尿病和糖尿病患者中诱发的高血糖和糖尿病:文献综述与个人思考
Curr Pharm Biotechnol. 2018;19(15):1210-1220. doi: 10.2174/1389201020666190102145305.
6
Systematic review of high-cost patients' characteristics and healthcare utilisation.高成本患者特征及医疗保健利用的系统评价
BMJ Open. 2018 Sep 8;8(9):e023113. doi: 10.1136/bmjopen-2018-023113.
7
Comorbidity Type and Health Care Costs in Type 2 Diabetes: A Retrospective Claims Database Analysis.2型糖尿病的合并症类型与医疗保健成本:一项回顾性索赔数据库分析。
Diabetes Ther. 2018 Oct;9(5):1907-1918. doi: 10.1007/s13300-018-0477-2. Epub 2018 Aug 10.
8
Prevalence of antibiotic prescription in southern Italian outpatients: real-world data analysis of socioeconomic and sociodemographic variables at a municipality level.意大利南部门诊患者抗生素处方的患病率:市级社会经济和社会人口学变量的真实世界数据分析
Clinicoecon Outcomes Res. 2018 May 3;10:251-258. doi: 10.2147/CEOR.S161299. eCollection 2018.
9
The validity of the Rx-Risk Comorbidity Index using medicines mapped to the Anatomical Therapeutic Chemical (ATC) Classification System.使用映射到解剖学治疗学化学(ATC)分类系统的药物的Rx风险合并症指数的有效性。
BMJ Open. 2018 Apr 13;8(4):e021122. doi: 10.1136/bmjopen-2017-021122.
10
Economic Costs of Diabetes in the U.S. in 2017.2017 年美国糖尿病的经济成本。
Diabetes Care. 2018 May;41(5):917-928. doi: 10.2337/dci18-0007. Epub 2018 Mar 22.