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Wang F, Huang WY, Chang YT, Yang SC, Wang JD. Effective prevention in clinical practice may save human capital loss: Real-world evidence from Taiwan's National Health Insurance. J Formos Med Assoc 2024; 123 Suppl 3:S251-S258. [PMID: 39426939 DOI: 10.1016/j.jfma.2024.10.011] [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: 08/10/2024] [Revised: 10/10/2024] [Accepted: 10/14/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND/PURPOSE Effective prevention could protect the health of the workforce, save human capital loss, and maintain employee productivity as well as economic growth. METHODS Using real-world data of patients with end-stage kidney disease (ESKD) and lung cancer, we multiplied their lifetime survival functions with employment ratios and working salaries to estimate the lifetime employment durations and earnings. They were compared with corresponding age-, sex-, and calendar year-matched referents to assess the differences in loss of lifetime employment duration and earnings. From 2000 to 2017, 83,358 patients with end-stage kidney disease (ESKD) were associated with 32-66% lifetime productivity losses. Similarly, we collected 24,904 incident cases of lung adenocarcinoma during 2011-2018 and estimated the potential savings in human capital due to early detection. Based on the evolving trends of ESKD incidence rates in Taiwan, we calculated the lifetime human capital losses of ESKD patients in GDP (gross domestic product) percentages during 2000-2020. RESULTS The aggregate lifetime productivity losses of ESKD in terms of GDP% varied between 0.000398% and 0.01% for male patients and between 0.0001% and 0.009% for female patients. The younger the patients, the bigger the losses in GDP%. Similarly, early detection of lung adenocarcinoma saved lives and productivity to some extent. CONCLUSIONS Successful prevention of catastrophic illnesses at early stages would save the lifetime employment duration and productivity of the workforce. Future reform on the NHI could consider closer coordination between public health and healthcare organizations, focusing on effective prevention of diseases and complications to save productivity loss.
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Affiliation(s)
- Fuhmei Wang
- Department of Economics, College of Social Science, National Cheng Kung University, Tainan, Taiwan; Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Wen-Yen Huang
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yu-Tzu Chang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Szu-Chun Yang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jung-Der Wang
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Occupational and Environmental Medicine, National Cheng Kung University Hospital, Tainan, Taiwan.
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Liu J, Liu Z, Sun W, Luo L, An X, Yu D, Wang W. Role of sex hormones in diabetic nephropathy. Front Endocrinol (Lausanne) 2023; 14:1135530. [PMID: 37143724 PMCID: PMC10151816 DOI: 10.3389/fendo.2023.1135530] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 03/22/2023] [Indexed: 05/06/2023] Open
Abstract
Diabetic nephropathy (DN) is the most common microvascular complication in diabetes and one of the leading causes of end-stage renal disease. The standard treatments for patients with classic DN focus on blood glucose and blood pressure control, but these treatments can only slow the progression of DN instead of stopping or reversing the disease. In recent years, new drugs targeting the pathological mechanisms of DN (e.g., blocking oxidative stress or inflammation) have emerged, and new therapeutic strategies targeting pathological mechanisms are gaining increasing attention. A growing number of epidemiological and clinical studies suggest that sex hormones play an important role in the onset and progression of DN. Testosterone is the main sex hormone in males and is thought to accelerate the occurrence and progression of DN. Estrogen is the main sex hormone in females and is thought to have renoprotective effects. However, the underlying molecular mechanism by which sex hormones regulate DN has not been fully elucidated and summarized. This review aims to summarize the correlation between sex hormones and DN and evaluate the value of hormonotherapy in DN.
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Affiliation(s)
- Jiahui Liu
- Public Research Platform, First Hospital of Jilin University, Changchun, Jilin, China
| | - Zhe Liu
- College of Basic Medical Sciences, Jilin University, Changchun, Jilin, China
| | - Weixia Sun
- Nephrology Department, First Hospital of Jilin University, Changchun, Jilin, China
| | - Ling Luo
- Public Research Platform, First Hospital of Jilin University, Changchun, Jilin, China
| | - Xingna An
- Public Research Platform, First Hospital of Jilin University, Changchun, Jilin, China
| | - Dehai Yu
- Public Research Platform, First Hospital of Jilin University, Changchun, Jilin, China
- *Correspondence: Dehai Yu, ; Wanning Wang,
| | - Wanning Wang
- Nephrology Department, First Hospital of Jilin University, Changchun, Jilin, China
- *Correspondence: Dehai Yu, ; Wanning Wang,
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Piani F, Melena I, Tommerdahl KL, Nokoff N, Nelson RG, Pavkov ME, van Raalte DH, Cherney DZ, Johnson RJ, Nadeau KJ, Bjornstad P. Sex-related differences in diabetic kidney disease: A review on the mechanisms and potential therapeutic implications. J Diabetes Complications 2021; 35:107841. [PMID: 33423908 PMCID: PMC8007279 DOI: 10.1016/j.jdiacomp.2020.107841] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 12/02/2020] [Accepted: 12/02/2020] [Indexed: 02/08/2023]
Abstract
Sexual dimorphism may play a key role in the pathogenesis of diabetic kidney disease (DKD) and explain differences observed in disease phenotypes, responses to interventions, and disease progression between men and women with diabetes. Therefore, omitting the consideration of sex as a biological factor may result in delayed diagnoses and suboptimal therapies. This review will summarize the effects of sexual dimorphism on putative metabolic and molecular mechanisms underlying DKD, and the potential implications of these differences on therapeutic interventions. To successfully implement precision medicine, we require a better understanding of sexual dimorphism in the pathophysiologic progression of DKD. Such insights can unveil sex-specific therapeutic targets that have the potential to maximize efficacy while minimizing adverse events.
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Affiliation(s)
- Federica Piani
- Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA; Department of Medicine and Surgery Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy; Department of Medicine, Division of Nephrology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Isabella Melena
- Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Kalie L Tommerdahl
- Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA; Department of Medicine, Division of Nephrology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Natalie Nokoff
- Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Robert G Nelson
- Chronic Kidney Disease Section, Phoenix Epidemiology and Clinical Research Branch, NIDDK, Phoenix, AZ, USA
| | - Meda E Pavkov
- Division of Diabetes Translation, Center for Disease Control and Prevention, Atlanta, GA, USA
| | - Daniël H van Raalte
- Diabetes Center, Department of Internal Medicine, Amsterdam University Medical Center, location VUmc, Amsterdam, the Netherlands
| | - David Z Cherney
- Department of Medicine, Division of Nephrology, University of Toronto School of Medicine, Toronto, Ontario, Canada
| | - Richard J Johnson
- Department of Medicine, Division of Nephrology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Kristen J Nadeau
- Department of Medicine, Division of Nephrology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Petter Bjornstad
- Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA; Department of Medicine, Division of Nephrology, University of Colorado School of Medicine, Aurora, CO, USA.
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