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Zhang Z, Lovell A, Subramaniam DS, Hinyard L. The Impact of Palliative Care Consultation on Aggressive Medical Interventions in End-of-life Among Patients with Metastatic Breast Cancer: Insights from the U.S. National Patient Sample. J Palliat Care 2025; 40:8-17. [PMID: 38748597 DOI: 10.1177/08258597241253933] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2024]
Abstract
BACKGROUND Advancement in treatment has led to prolonged survival and a rising number of women living with metastatic breast cancer (MBC) in the United States. Due to its high symptom burden, it is recommended that palliative care be integrated into the standard care to help improve quality of life. However, little is known about the use of palliative care among MBC patients in the nation. OBJECTIVES To determine utilization of palliative care consult (PCC) after metastasis and the influence of PCC on healthcare utilization in the end of life among women living with MBC in the US. METHODS This retrospective cohort study examined a national electronic health record database to quantify the PCC use after metastasis diagnosis until death and the associations of PCC with Emergency Department (ED), Intensive Care Unit (ICU), and chemotherapies in the end-of-life women (age ≥ 18 years) living with MBC. RESULTS From a cohort of 2615 deceased MBC patients, 37% received PCC in the last 6 months of life. Patients who had received PCC in the end-of-life were more likely to be hospitalized, admitted to ED and ICU, and receive chemotherapies in the last 60 days before death. However, patients who had received end-of-life PCC had less hospital and ED visits and received less chemotherapies after PCC initiated. CONCLUSION While PCC can reduce end-of-life aggressive interventions, it was underutilized among patients with MBC in the end-of-life. A myriad of clinical and patient factors may still challenge timely consultation. We urge for future endeavors in developing strategies to remove barriers in the implementation, especially earlier in the disease course, to assure timely PC treatments and reduce discomfort amid aggressive interventions for MBC.
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Affiliation(s)
- Zidong Zhang
- Advanced HEAlth Data (AHEAD) Institute, Saint Louis University School of Medicine, St. Louis, MO, USA
| | | | - Divya S Subramaniam
- Advanced HEAlth Data (AHEAD) Institute, Saint Louis University School of Medicine, St. Louis, MO, USA
- Department of Health & Clinical Outcomes Research, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Leslie Hinyard
- Advanced HEAlth Data (AHEAD) Institute, Saint Louis University School of Medicine, St. Louis, MO, USA
- Department of Health & Clinical Outcomes Research, Saint Louis University School of Medicine, St. Louis, MO, USA
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Bastos LAVM, Villela PB, Bichara JLP, do Nascimento EM, Bastos ELVM, de B Pereira B, Oliveira GMM. Ischemic heart disease-related mortality in Brazil, 2006 to 2020. A study of multiple causes of death. BMC Public Health 2024; 24:849. [PMID: 38504228 PMCID: PMC10949584 DOI: 10.1186/s12889-024-18162-0] [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: 09/11/2023] [Accepted: 02/20/2024] [Indexed: 03/21/2024] Open
Abstract
CONTEXT Both the aging of the population and the increase in noncommunicable diseases may influence the progression and outcomes culminating in death, changing the evolution of ischemic heart diseases (IHDs) and their associated causes. Using the multiple causes of death method could help understand the magnitude of these relationships and enable better targeting of investments in health. OBJECTIVES To evaluate the mortality from IHD in Brazil between 2006 and 2020 using the method of multiple causes and identify differences in the distribution pattern of IHD mortality by sex and geographic region. METHODS Based on information extracted from death certificates (DCs) obtained from the database of the Department of Informatics of the Unified Health System (DATASUS), we used the multiple causes method to analyze the causes of death associated with IHD when IHD was defined as the underlying cause of death (UC) and the causes of death listed as the UC when IHD was recorded in any other lines of the DC, from 2006 to 2020, in Brazil. Subsequently, the proportion of these causes of death and differences between sexes and geographic regions were evaluated, with statistical relevance analyzed using the chi-square test, and the dependence between factors illustrated using stacked bar charts and small-world network graphs. RESULTS When IHD was listed as the UC of death, the most frequent associated causes of death were, in descending order of frequency, acute myocardial infarction (AMI), arterial hypertension (AH), chronic ischemic heart disease (CHID), heart failure (HF), and diabetes mellitus (DM). When IHD was mentioned in any line of the DC, the most frequent UCs of death were AMI followed by DM, CIHD, chronic obstructive pulmonary disease (COPD), stroke, dyslipidemia, and, in the year 2020, COVID-19. The most frequent cause of death in women were DM as the UC and associated cause of death, AH as the UC, and CIHD and Alzheimer's disease as associated causes of death, while the most frequent causes of death in men were substance dependence as the UC and associated cause of death, and cancer as an associated cause of death. The most frequent causes of death were DM and stroke in the North and Northeast, dyslipidemia and obesity in the Midwest, Alzheimer's disease in the South and Southeast, and atherosclerotic heart disease (AHD) and COPD in the South. CONCLUSIONS Several diseases - including AMI, AH, CIHD, HF, and DM - were the most frequent associated causes of death when IHD was recorded as the UC. In contrast, AMI, DM, CIHD, COPD, and stroke were the most frequent UCs when IHD was listed as an associated cause of death. The degree of these associations varied between sexes and geographic regions.
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Affiliation(s)
| | - Paolo B Villela
- Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
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Rosella LC, Negatu E, Kornas K, Chu C, Zhou L, Buajitti E. Multimorbidity at time of death among persons with type 2 diabetes: a population-based study in Ontario, Canada. BMC Endocr Disord 2023; 23:127. [PMID: 37264336 DOI: 10.1186/s12902-023-01362-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 05/04/2023] [Indexed: 06/03/2023] Open
Abstract
OBJECTIVE Individuals with Type 2 Diabetes are likely to experience multimorbidity and accumulate multiple chronic conditions over their life. We aimed to identify causes of death and chronic conditions at the time of death in a population-based cohort, and to analyze variations in the presence of diabetes at the time of death overall and across income and immigrant status. RESEARCH DESIGN AND METHODS We conducted a retrospective cohort study of 2,199,801 adult deaths from 1992 to 2017 in Ontario, Canada. We calculated the proportion of decedents with chronic conditions at time of death and causes of death. The risk of diabetes at the time of death was modeled across sociodemographic variables with a log binomial regression adjusting for sex, age, immigrant status, area-level income. comorbiditiesand time. RESULTS The leading causes of death in the cohort were cardiovascular and cancer. Decedents with diabetes had a higher prevalence of most chronic conditions than decedents without diabetes, including hypertension, osteo and other arthritis, chronic coronary syndrome, mood disorder, and congestive heart failure. The risk of diabetes at the time of death was 19% higher in immigrants (95%CI 1.18-1.20) and 15% higher in refugees (95%CI 1.12-1.18) compared to long-term residents, and 19% higher in the lowest income quintile (95%CI 1.18-1.20) relative to the highest income quintile, after adjusting for other covariates. CONCLUSIONS Individuals with diabetes have a greater multimorbidity burden at the time of death, underscoring the importance of multiple chronic disease management among those living with diabetes and further considerations of the social determinants of health.
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Affiliation(s)
- Laura C Rosella
- Dalla Lana School of Public Health, University of Toronto, Health Sciences Building, 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada.
- ICES, Toronto, ON, Canada.
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.
- Temerty Faculty of Medicine, Toronto, Canada.
| | - Ednah Negatu
- Dalla Lana School of Public Health, University of Toronto, Health Sciences Building, 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada
| | - Kathy Kornas
- Dalla Lana School of Public Health, University of Toronto, Health Sciences Building, 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada
| | - Casey Chu
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
| | | | - Emmalin Buajitti
- Dalla Lana School of Public Health, University of Toronto, Health Sciences Building, 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada
- ICES, Toronto, ON, Canada
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Temporal variation of excess deaths from diabetes during the COVID-19 pandemic in the United States. J Infect Public Health 2023; 16:483-489. [PMID: 36801628 PMCID: PMC9873362 DOI: 10.1016/j.jiph.2023.01.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 01/06/2023] [Accepted: 01/23/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Although the COVID-19 pandemic has persisted for more than two years with the evident excess mortality from diabetes, few studies have investigated its temporal patterns. This study aims to estimate the excess deaths from diabetes in the United States (US) during the COVID-19 pandemic and evaluate the excess deaths by spatiotemporal pattern, age groups, sex, and race/ethnicity. METHODS Diabetes as one of multiple causes of death or an underlying cause of death were both considered into analyses. The Poisson log-linear regression model was used to estimate weekly expected counts of deaths during the pandemic with adjustments for long-term trend and seasonality. Excess deaths were measured by the difference between observed and expected death counts, including weekly average excess deaths, excess death rate, and excess risk. We calculated the excess estimates by pandemic wave, US state, and demographic characteristic. RESULTS From March 2020 to March 2022, deaths that diabetes as one of multiple causes of death and an underlying cause of death were about 47.6 % and 18.4 % higher than the expected. The excess deaths of diabetes had evident temporal patterns with two large percentage increases observed during March 2020, to June 2020, and June 2021 to November 2021. The regional heterogeneity and underlying age and racial/ethnic disparities of the excess deaths were also clearly observed. CONCLUSIONS This study highlighted the increased risks of diabetes mortality, heterogeneous spatiotemporal patterns, and associated demographic disparities during the pandemic. Practical actions are warranted to monitor disease progression, and lessen health disparities in patients with diabetes during the COVID-19 pandemic.
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Ling S, Zaccardi F, Issa E, Davies MJ, Khunti K, Brown K. Inequalities in cancer mortality trends in people with type 2 diabetes: 20 year population-based study in England. Diabetologia 2023; 66:657-673. [PMID: 36690836 PMCID: PMC9947024 DOI: 10.1007/s00125-022-05854-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 11/15/2022] [Indexed: 01/25/2023]
Abstract
AIMS/HYPOTHESIS The aim of this study was to describe the long-term trends in cancer mortality rates in people with type 2 diabetes based on subgroups defined by sociodemographic characteristics and risk factors. METHODS We defined a cohort of individuals aged ≥35 years who had newly diagnosed type 2 diabetes in the Clinical Practice Research Datalink between 1 January 1998 and 30 November 2018. We assessed trends in all-cause, all-cancer and cancer-specific mortality rates by age, gender, ethnicity, socioeconomic status, obesity and smoking status. We used Poisson regression to calculate age- and calendar year-specific mortality rates and Joinpoint regression to assess trends for each outcome. We estimated standardised mortality ratios comparing mortality rates in people with type 2 diabetes with those in the general population. RESULTS Among 137,804 individuals, during a median follow-up of 8.4 years, all-cause mortality rates decreased at all ages between 1998 and 2018; cancer mortality rates also decreased for 55- and 65-year-olds but increased for 75- and 85-year-olds, with average annual percentage changes (AAPCs) of -1.4% (95% CI -1.5, -1.3), -0.2% (-0.3, -0.1), 1.2% (0.8, 1.6) and 1.6% (1.5, 1.7), respectively. Higher AAPCs were observed in women than men (1.5% vs 0.5%), in the least deprived than the most deprived (1.5% vs 1.0%) and in people with morbid obesity than those with normal body weight (5.8% vs 0.7%), although all these stratified subgroups showed upward trends in cancer mortality rates. Increasing cancer mortality rates were also observed in people of White ethnicity and former/current smokers, but downward trends were observed in other ethnic groups and non-smokers. These results have led to persistent inequalities by gender and deprivation but widening disparities by smoking status. Constant upward trends in mortality rates were also observed for pancreatic, liver and lung cancer at all ages, colorectal cancer at most ages, breast cancer at younger ages, and prostate and endometrial cancer at older ages. Compared with the general population, people with type 2 diabetes had a more than 1.5-fold increased risk of colorectal, pancreatic, liver and endometrial cancer mortality during the whole study period. CONCLUSIONS/INTERPRETATION In contrast to the declines in all-cause mortality rates at all ages, the cancer burden has increased in older people with type 2 diabetes, especially for colorectal, pancreatic, liver and endometrial cancer. Tailored cancer prevention and early detection strategies are needed to address persistent inequalities in the older population, the most deprived and smokers.
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Affiliation(s)
- Suping Ling
- Leicester Real World Evidence Unit, Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK.
- Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK.
- Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK.
| | - Francesco Zaccardi
- Leicester Real World Evidence Unit, Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration East Midlands (ARC EM), University of Leicester, Leicester, UK
| | - Eyad Issa
- Leicester HPB Unit, Leicester General Hospital, Leicester, UK
- Leicester Cancer Research Centre, Leicester Royal Infirmary, University of Leicester, Leicester, UK
| | - Melanie J Davies
- Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- National Institute for Health and Care Research (NIHR) Leicester Biomedical Research Centre, University Hospitals of Leicester NHS Trust and the University of Leicester, Leicester, UK
| | - Kamlesh Khunti
- Leicester Real World Evidence Unit, Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration East Midlands (ARC EM), University of Leicester, Leicester, UK
| | - Karen Brown
- Leicester Cancer Research Centre, Leicester Royal Infirmary, University of Leicester, Leicester, UK
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Hauguel-Moreau M, Hergault H, Cazabat L, Pépin M, Beauchet A, Aïdan V, Ouadahi M, Josseran L, Hage M, Rodon C, Dubourg O, Massy Z, Mansencal N. Prevalence of prediabetes and undiagnosed diabetes in a large urban middle-aged population: the CARVAR 92 cohort. Cardiovasc Diabetol 2023; 22:31. [PMID: 36782164 PMCID: PMC9926717 DOI: 10.1186/s12933-023-01761-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 02/03/2023] [Indexed: 02/15/2023] Open
Abstract
BACKGROUND The aim of this study was to assess the prevalence of prediabetes and unknown diabetes and its long-term change in a large middle-aged urban population. METHODS We conducted a screening campaign between 2007 and 2018 for cardiovascular risk factors in the western suburbs of Paris including subjects aged 40-70 (CARVAR 92). Among subjects who reported no previous diabetes, prediabetes and undiagnosed diabetes were defined as follows: fasting plasma glucose (FPG) ≥ 6.1 mmol/l (110 mg/dl) and < 7 mmol/l (126 mg/dl) for prediabetes according to WHO criteria (FPG between 5.6 and 6.9 mmol/l according to ADA criteria) and FPG ≥ 7.0 mmol/l for undiagnosed diabetes. RESULTS Of the 32,721 subjects in the CARVAR 92 cohort, 32,675 were included in this analysis. The median age of the patients was 56 years [30, 94], 45.4% were male, 5.9% had known diabetes, 36.4% were overweight and 18.7% obese. Among patients without previously known diabetes (n = 30,759), 8.1% had prediabetes according to WHO criteria (27.2% according to ADA criteria) and 2.3% had diabetes. Subjects with prediabetes and unknown diabetes were more likely to be male, older, and overweight or obese than non-diabetic subjects. From 2007 to 2018, the prevalence of prediabetes, unknown diabetes, and known diabetes decreased, except for prediabetes which remained stable for people aged 55-64. CONCLUSION The prevalence of prediabetes and unknown diabetes remains high but decreased during a 12-year period. About one-quarter of diabetes cases remain undiagnosed. Our results highlight that there is still a room for screening and cardiovascular prevention campaigns. TRIAL REGISTRATION IRB00012437.
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Affiliation(s)
- Marie Hauguel-Moreau
- Department of Cardiology, Ambroise Paré Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Centre de Référence Des Cardiomyopathies Et Des Troubles du Rythme Cardiaque Héréditaires Ou Rares, Université de Versailles-Saint Quentin (UVSQ), ACTION Study Group, Paris, 9, Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France. .,INSERM U-1018, CESP, Épidémiologie clinique, UVSQ, Villejuif, France.
| | - Hélène Hergault
- Department of Cardiology, Ambroise Paré Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Centre de Référence Des Cardiomyopathies Et Des Troubles du Rythme Cardiaque Héréditaires Ou Rares, Université de Versailles-Saint Quentin (UVSQ), ACTION Study Group, Paris, 9, Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.,INSERM U-1018, CESP, Épidémiologie clinique, UVSQ, Villejuif, France
| | - Laure Cazabat
- Department of Endocrinology, Diabetology and Nutrition, Ambroise Paré Hospital, AP-HP, UVSQ, Boulogne-Billancourt, France
| | - Marion Pépin
- INSERM U-1018, CESP, Épidémiologie clinique, UVSQ, Villejuif, France.,Department of Geriatrics, Ambroise Paré Hospital, AP-HP, UVSQ, Boulogne-Billancourt, France
| | - Alain Beauchet
- Public Health Department, APHP, UVSQ, Boulogne-Billancourt, France
| | - Vincent Aïdan
- Department of Cardiology, Ambroise Paré Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Centre de Référence Des Cardiomyopathies Et Des Troubles du Rythme Cardiaque Héréditaires Ou Rares, Université de Versailles-Saint Quentin (UVSQ), ACTION Study Group, Paris, 9, Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France
| | - Mounir Ouadahi
- Department of Cardiology, Ambroise Paré Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Centre de Référence Des Cardiomyopathies Et Des Troubles du Rythme Cardiaque Héréditaires Ou Rares, Université de Versailles-Saint Quentin (UVSQ), ACTION Study Group, Paris, 9, Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France
| | - Loïc Josseran
- Département Hospitalier d'Epidémiologie et de Santé Publique, AP-HP, GHU Paris Saclay, Hôpital Raymond-Poincaré, Garches, France
| | - Mirella Hage
- Department of Endocrinology, Diabetology and Nutrition, Ambroise Paré Hospital, AP-HP, UVSQ, Boulogne-Billancourt, France
| | - Christophe Rodon
- Local Health insurance, Hauts de Seine Department, Paris, France
| | - Olivier Dubourg
- Department of Cardiology, Ambroise Paré Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Centre de Référence Des Cardiomyopathies Et Des Troubles du Rythme Cardiaque Héréditaires Ou Rares, Université de Versailles-Saint Quentin (UVSQ), ACTION Study Group, Paris, 9, Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.,INSERM U-1018, CESP, Épidémiologie clinique, UVSQ, Villejuif, France
| | - Ziad Massy
- INSERM U-1018, CESP, Épidémiologie clinique, UVSQ, Villejuif, France.,Department of Nephrology, Ambroise Paré Hospital, AP-HP, UVSQ, Boulogne-Billancourt, France
| | - Nicolas Mansencal
- Department of Cardiology, Ambroise Paré Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Centre de Référence Des Cardiomyopathies Et Des Troubles du Rythme Cardiaque Héréditaires Ou Rares, Université de Versailles-Saint Quentin (UVSQ), ACTION Study Group, Paris, 9, Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.,INSERM U-1018, CESP, Épidémiologie clinique, UVSQ, Villejuif, France
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Konyn P, Ahmed A, Kim D. Causes and risk profiles of mortality among individuals with nonalcoholic fatty liver disease. Clin Mol Hepatol 2023; 29:S43-S57. [PMID: 36417893 PMCID: PMC10029952 DOI: 10.3350/cmh.2022.0351] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/17/2022] [Accepted: 11/17/2022] [Indexed: 11/24/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most common cause of chronic liver disease in the United States and worldwide. Though nonalcoholic fatty liver per se may not be independently associated with an increased risk for all-cause mortality, it is associated with a number of harmful metabolic risk factors, such as type 2 diabetes mellitus, hyperlipidemia, obesity, a sedentary lifestyle, and an unhealthy diet. The fibrosis stage is a predictor of all-cause mortality in NAFLD. Mortality in individuals with NAFLD has been steadily increasing, and the most common cause-specific mortality for NAFLD is cardiovascular disease, followed by extra-hepatic cancer, liver-related mortality, and diabetes. High-risk profiles for mortality in NAFLD include PNPLA3 I148M polymorphism, low thyroid function and hypothyroidism, and sarcopenia. Achieving weight loss through adherence to a high-quality diet and sufficient physical activity is the most important predictor of improvement in NAFLD severity and the benefit of survival. Given the increasing health burden of NAFLD, future studies with more long-term mortality data may demonstrate an independent association between NAFLD and mortality.
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Affiliation(s)
- Peter Konyn
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Aijaz Ahmed
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA, USA
| | - Donghee Kim
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA, USA
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8
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Ling S, Zaccardi F, Vlacho B, Li P, Real Gatius J, Mata-Cases M, Franch-Nadal J, Kosiborod MN, Gillies C, Fenici P, Mauricio D, Shah BR, Khunti K. All-cause and cardiorenal mortality in 6 million adults with and without type 2 diabetes: A comparative, trend analysis in Canada, Spain, and the UK. Diabetes Obes Metab 2023; 25:132-143. [PMID: 36056765 PMCID: PMC10087715 DOI: 10.1111/dom.14856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 08/27/2022] [Accepted: 08/29/2022] [Indexed: 12/14/2022]
Abstract
AIMS To understand geographical and temporal patterns in the diabetes gap, the excess mortality risk associated with type 2 diabetes (T2D), in three high-income countries. METHODS Using databases from Canada (Ontario), Spain (Catalonia) and the UK (England), we harmonized the study design and the analytical strategy to extract information on subjects aged over 35 years with incident T2D between 1998 and 2018 matched to up to five subjects without diabetes. We used Poisson models to estimate age-specific mortality trends by diabetes status and rate ratios and rate differences associated with T2D. RESULTS In more than 6 million people, 694 454 deaths occurred during a follow-up of 52 million person-years. Trends in all-cause mortality rates differed between Ontario and England; yet, the diabetes gaps were very similar in recent years: in 2018, we estimated 1.3 (95% confidence interval: 0.8, 1.8) and 0.8 (0.2, 1.5) more deaths per 1000 person-years in 50-year-old men with diabetes in Ontario and England, respectively, and 8.9 (6.1, 11.7) and 12.1 (9.1, 15.1) in 80-year-old men; between-country differences were small also in women. In Catalonia, rate ratios comparing T2D with no diabetes in men in 2018 were 1.53 (1.11, 2.11) at 50 years old, 0.88 (0.72, 1.06) at 60 years old, 0.74 (0.60, 0.90) at 70 years old and 0.81 (0.66, 1.00) at 80 years old, indicating lower mortality rates in men with T2D from the age of 60 years; rates were similar in women with and without diabetes at all ages. The diabetes gaps in cardiorenal mortality mirrored those of all-cause mortality: we observed consistent reductions in the proportions of cardiorenal deaths in subjects aged 80 years but variations in subjects aged ≤70 years, regardless of the presence of diabetes. CONCLUSIONS By reducing the confounding impact of epidemiological and analytical differences, this study showed geographical similarities and differences in the diabetes gap: an excess risk of all-cause and cardiorenal mortality in subjects with T2D is still present in Ontario and England in recent years, particularly in elderly subjects. Conversely, there were very small gaps in young men with T2D or even lower mortality rates in older subjects with T2D in Catalonia.
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Affiliation(s)
- Suping Ling
- Leicester Diabetes Research Centre, University Hospital Leicester, Leicester General Hospital, Leicester, UK
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK
- Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology & Population Health, The London School of Hygiene & Tropical Medicine, London, UK
| | - Francesco Zaccardi
- Leicester Diabetes Research Centre, University Hospital Leicester, Leicester General Hospital, Leicester, UK
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Bogdan Vlacho
- DAP-Cat group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Ping Li
- Institute for Clinical Evaluative Sciences (ICES), Burnaby, Canada
| | - Jordi Real Gatius
- CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
| | - Manel Mata-Cases
- DAP-Cat group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
| | - Josep Franch-Nadal
- DAP-Cat group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
| | - Mikhail N Kosiborod
- Saint Luke's Mid America Heart Institute, Kansas City, Missouri, USA
- University of Missouri, Kansas City, Missouri, USA
| | - Clare Gillies
- Leicester Diabetes Research Centre, University Hospital Leicester, Leicester General Hospital, Leicester, UK
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Peter Fenici
- AstraZeneca, Cambridge, UK
- Medical Innovation, AstraZeneca SpA, Milan, Italy
- Catholic University, School of Medicine and Surgery, Rome, Italy
- Biomagnetism and Clinical Physiology International Center (BACPIC), Rome, Italy
| | - Dídac Mauricio
- DAP-Cat group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
- Department of Medicine, University of Vic - Central University of Catalonia, Vic, Spain
- Department of Endocrinology and Nutrition, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Baiju R Shah
- Institute for Clinical Evaluative Sciences (ICES), Burnaby, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Kamlesh Khunti
- Leicester Diabetes Research Centre, University Hospital Leicester, Leicester General Hospital, Leicester, UK
- Leicester Real World Evidence Unit, Diabetes Research Centre, University of Leicester, Leicester, UK
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9
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Kim D, Alshuwaykh O, Dennis BB, Cholankeril G, Knowles JW, Ahmed A. Chronic liver disease-related mortality in diabetes before and during the COVID-19 in the United States. Dig Liver Dis 2023; 55:3-10. [PMID: 36182570 PMCID: PMC9534558 DOI: 10.1016/j.dld.2022.09.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/03/2022] [Accepted: 09/12/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND Global pandemic of COVID-19 represents an unprecedented challenge. COVID-19 has predominantly targeted vulnerable populations with pre-existing chronic medical diseases, such as diabetes and chronic liver disease. AIMS We estimated chronic liver disease-related mortality trends among individuals with diabetes before and during the COVID-19 pandemic. METHODS Utilizing the US national mortality database and Census, we determined the quarterly age-standardized chronic liver disease-related mortality and quarterly percentage change (QPC) among individuals with diabetes. RESULTS The quarterly age-standardized mortality for chronic liver disease and/or cirrhosis among individuals with diabetes remained stable before the COVID-19 pandemic and sharply increased during the COIVD-19 pandemic at a QPC of 8.5%. The quarterly mortality from nonalcoholic fatty liver disease (NAFLD) and alcohol-related liver disease (ALD) increased markedly during the COVID-19 pandemic. Mortality for hepatitis C virus (HCV) infection declined with a quarterly rate of -3.3% before the COVID-19 pandemic and remained stable during the COVID-19 pandemic. While ALD- and HCV-related mortality was higher in men than in women, NAFLD-related mortality in women was higher than in men. CONCLUSIONS The sharp increase in mortality for chronic liver disease and/or cirrhosis among individuals with diabetes during the COVID-19 pandemic was associated with increased mortality from NAFLD and ALD.
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Affiliation(s)
- Donghee Kim
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA, United States.
| | - Omar Alshuwaykh
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA, United States
| | - Brittany B Dennis
- Department of Medicine, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - George Cholankeril
- Liver Center, Division of Abdominal Transplantation, Michael E DeBakey Department of General Surgery, Baylor College of Medicine, Houston, Texas, United States; Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas, United States
| | - Joshua W Knowles
- Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Aijaz Ahmed
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA, United States
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10
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Lv F, Gao X, Huang AH, Zu J, He X, Sun X, Liu J, Gao N, Jiao Y, Keane MG, Zhang L, Yeo YH, Wang Y, Ji F. Excess diabetes mellitus-related deaths during the COVID-19 pandemic in the United States. EClinicalMedicine 2022; 54:101671. [PMID: 36168320 PMCID: PMC9500386 DOI: 10.1016/j.eclinm.2022.101671] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 09/06/2022] [Accepted: 09/07/2022] [Indexed: 11/02/2022] Open
Abstract
BACKGROUND Diabetes mellitus (DM) is a critical risk factor for severe SARS-CoV-2 infection, and SARS-CoV-2 infection contributes to worsening glycemic control. The COVID-19 pandemic profoundly disrupted the delivery of care for patients with diabetes. We aimed to determine the trend of DM-related deaths during the pandemic. METHODS In this serial population-based study between January 1, 2006 and December 31, 2021, mortality data of decedents aged ≥25 years from the National Vital Statistics System dataset was analyzed. Decedents with DM as the underlying or contributing cause of death on the death certificate were defined as DM-related deaths. Excess deaths were estimated by comparing observed versus expected age-standardized mortality rates derived from mortality during 2006-2019 with linear and polynomial regression models. The trends of mortality were quantified with joinpoint regression analysis. Subgroup analyses were performed by age, sex, race/ethnicity, and state. FINDINGS Among 4·25 million DM-related deaths during 2006-2021, there was a significant surge of more than 30% in mortality during the pandemic, from 106·8 (per 100,000 persons) in 2019 to 144·1 in 2020 and 148·3 in 2021. Adults aged 25-44 years had the most pronounced rise in mortality. Widened racial/ethnic disparity was observed, with Hispanics demonstrating the highest excess deaths (67·5%; 95% CI 60·9-74·7%), almost three times that of non-Hispanic whites (23·9%; 95% CI 21·2-26·7%). INTERPRETATION The United States saw an increase in DM-related mortality during the pandemic. The disproportionate rise in young adults and the widened racial/ethnic disparity warrant urgent preventative interventions from diverse stakeholders. FUNDING National Natural Science Foundation of China.
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Affiliation(s)
- Fan Lv
- School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
| | - Xu Gao
- Division of Gastroenterology, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
- Department of Infectious Diseases, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
| | - Amy Huaishiuan Huang
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jian Zu
- School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
| | - Xinyuan He
- Department of Infectious Diseases, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
| | - Xiaodan Sun
- School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
| | - Jinli Liu
- China-Australia Joint Research Centre for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, Shaanxi, Peoples Republic of China
| | - Ning Gao
- Department of Infectious Diseases, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
| | - Yang Jiao
- Department of Endocrinology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
| | - Margaret G. Keane
- Division of Gastroenterology and Hepatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States
| | - Lei Zhang
- China-Australia Joint Research Centre for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, Shaanxi, Peoples Republic of China
- Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Central Clinical School, Faculty of Medicine, Monash University, Melbourne, Australia
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, Peoples Republic of China
| | - Yee Hui Yeo
- Division of General Internal Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Youfa Wang
- Global Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, Peoples Republic of China
| | - Fanpu Ji
- Department of Infectious Diseases, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
- Global Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, Peoples Republic of China
- National & Local Joint Engineering Research Center of Biodiagnosis and Biotherapy, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, Peoples Republic of China
- Key Laboratory of Environment and Genes Related to Diseases, Xi'an Jiaotong University, Ministry of Education of China, Xi'an, Shaanxi, Peoples Republic of China
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11
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Bishop K, Moreno-Betancur M, Balogun S, Eynstone-Hinkins J, Moran L, Rao C, Banks E, Korda RJ, Gourley M, Joshy G. Quantifying cause-related mortality in Australia, incorporating multiple causes: observed patterns, trends and practical considerations. Int J Epidemiol 2022; 52:284-294. [PMID: 35984318 PMCID: PMC9908048 DOI: 10.1093/ije/dyac167] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 08/09/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Mortality statistics using a single underlying cause of death (UC) are key health indicators. Rising multimorbidity and chronic disease mean that deaths increasingly involve multiple conditions. However, additional causes reported on death certificates are rarely integrated into mortality indicators, partly due to complexities in data and methods. This study aimed to assess trends and patterns in cause-related mortality in Australia, integrating multiple causes (MC) of death. METHODS Deaths (n = 1 773 399) in Australia (2006-17) were mapped to 136 ICD-10-based groups and MC indicators applied. Age-standardized cause-related rates (deaths/100 000) based on the UC (ASRUC) were compared with rates based on any mention of the cause (ASRAM) using rate ratios (RR = ASRAM/ASRUC) and to rates based on weighting multiple contributing causes (ASRW). RESULTS Deaths involved on average 3.4 causes in 2017; the percentage with >4 causes increased from 20.9 (2006) to 24.4 (2017). Ischaemic heart disease (ASRUC = 73.3, ASRAM = 135.8, ASRW = 63.5), dementia (ASRUC = 51.1, ASRAM = 98.1, ASRW = 52.1) and cerebrovascular diseases (ASRUC = 39.9, ASRAM = 76.7, ASRW = 33.5) ranked as leading causes by all methods. Causes with high RR included hypertension (ASRUC = 2.2, RR = 35.5), atrial fibrillation (ASRUC = 8.0, RR = 6.5) and diabetes (ASRUC = 18.5, RR = 3.5); the corresponding ASRW were 12.5, 12.6 and 24.0, respectively. Renal failure, atrial fibrillation and hypertension ranked among the 10 leading causes by ASRAM and ASRW but not by ASRUC. Practical considerations in working with MC data are discussed. CONCLUSIONS Despite the similarities in leading causes under the three methods, with integration of MC several preventable diseases emerged as leading causes. MC analyses offer a richer additional perspective for population health monitoring and policy development.
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Affiliation(s)
- Karen Bishop
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT, Australia
| | - Margarita Moreno-Betancur
- Clinical Epidemiology and Biostatistics Unit, Murdoch Children’s Research Institute, Melbourne, VIC, Australia,Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Saliu Balogun
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT, Australia
| | - James Eynstone-Hinkins
- Health and Vital Statistics Section, Australian Bureau of Statistics, Canberra, ACT, Australia
| | - Lauren Moran
- Health and Vital Statistics Section, Australian Bureau of Statistics, Canberra, ACT, Australia
| | - Chalapati Rao
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT, Australia
| | - Emily Banks
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT, Australia
| | - Rosemary J Korda
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT, Australia
| | - Michelle Gourley
- Population Health Group, Australian Institute of Health and Welfare, Canberra, ACT, Australia
| | - Grace Joshy
- Corresponding author. National Centre for Epidemiology and Population Health, College of Health and Medicine, Australian National University, 62 Mills Road, Acton ACT 2601, Australia. E-mail:
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Kim D, Alshuwaykh O, Sandhu KK, Dennis BB, Cholankeril G, Ahmed A. Trends in All-Cause and Cause-Specific Mortality Among Individuals With Diabetes Before and During the COVID-19 Pandemic in the U.S. Diabetes Care 2022; 45:e107-e109. [PMID: 35446372 DOI: 10.2337/dc22-0348] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 03/25/2022] [Indexed: 02/03/2023]
Affiliation(s)
- Donghee Kim
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA
| | - Omar Alshuwaykh
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA
| | - Keeryth K Sandhu
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA
| | - Brittany B Dennis
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - George Cholankeril
- Liver Center, Division of Abdominal Transplantation, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX
| | - Aijaz Ahmed
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA
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13
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Han E, Song SO, Kim HS, Son KJ, Jee SH, Cha BS, Lee BW. Improvement in Age at Mortality and Changes in Causes of Death in the Population with Diabetes: An Analysis of Data from the Korean National Health Insurance and Statistical Information Service, 2006 to 2018. Endocrinol Metab (Seoul) 2022; 37:466-474. [PMID: 35798550 PMCID: PMC9262683 DOI: 10.3803/enm.2022.1440] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 04/19/2022] [Accepted: 05/23/2022] [Indexed: 11/11/2022] Open
Abstract
BACKGRUOUND Diabetes is a leading cause of death that is responsible for 1.6 million annual deaths worldwide. However, the life expectancy and age at death of people with diabetes have been a matter of debate. METHODS The National Health Insurance Service claims database, merged with death records from the National Statistical Information Service in Korea from 2006 to 2018, was analyzed. RESULTS In total, 1,432,567 deaths were collected. The overall age at death increased by 0.44 and 0.26 year/year in the diabetes and control populations, respectively. The disparity in the mean age at death between the diabetes and control populations narrowed from 5.2 years in 2006 to 3.0 years in 2018 (p<0.001). In a subgroup analysis according to the presence of comorbid diseases, the number and proportion of deaths remained steady in the group with diabetes only, but steadily increased in the groups with diabetes combined with dyslipidemia and/or hypertension. Compared to the control population, the increase in the mean death age was higher in the population with diabetes. This trend was more prominent in the groups with dyslipidemia and/or hypertension than in the diabetes only group. Deaths from vascular disease and diabetes decreased, whereas deaths from cancer and pneumonia increased. The decline in the proportion of deaths from vascular disease was greater in the diabetes groups with hypertension and/or dyslipidemia than in the control population. CONCLUSION The age at death in the population with diabetes increased more steeply and reached a comparable level to those without diabetes.
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Affiliation(s)
- Eugene Han
- Division of Endocrinology, Department of Internal Medicine, Keimyung University School of Medicine, Daegu, Korea
| | - Sun Ok Song
- Divison of Endocrinology, Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Hye Soon Kim
- Division of Endocrinology, Department of Internal Medicine, Keimyung University School of Medicine, Daegu, Korea
| | - Kang Ju Son
- Research and Analysis Team, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Sun Ha Jee
- Department of Public Health, Graduate School, Yonsei University, Seoul, Korea
| | - Bong-Soo Cha
- Division of Endocrinology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Byung-Wan Lee
- Division of Endocrinology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
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14
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Lee CG, Heckman-Stoddard B, Dabelea D, Gadde KM, Ehrmann D, Ford L, Prorok P, Boyko EJ, Pi-Sunyer X, Wallia A, Knowler WC, Crandall JP, Temprosa M. Effect of Metformin and Lifestyle Interventions on Mortality in the Diabetes Prevention Program and Diabetes Prevention Program Outcomes Study. Diabetes Care 2021; 44:2775-2782. [PMID: 34697033 PMCID: PMC8669534 DOI: 10.2337/dc21-1046] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 09/20/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine whether metformin or lifestyle modification can lower rates of all-cause and cause-specific mortality in the Diabetes Prevention Program and Diabetes Prevention Program Outcomes Study. RESEARCH DESIGN AND METHODS From 1996 to 1999, 3,234 adults at high risk for type 2 diabetes were randomized to an intensive lifestyle intervention, masked metformin, or placebo. Placebo and lifestyle interventions stopped in 2001, and a modified lifestyle program was offered to everyone, but unmasked study metformin continued in those originally randomized. Causes of deaths through 31 December 2018 were adjudicated by blinded reviews. All-cause and cause-specific mortality hazard ratios (HRs) were estimated from Cox proportional hazards regression models and Fine-Gray models, respectively. RESULTS Over a median of 21 years (interquartile range 20-21), 453 participants died. Cancer was the leading cause of death (n = 170), followed by cardiovascular disease (n = 131). Compared with placebo, metformin did not influence mortality from all causes (HR 0.99 [95% CI 0.79, 1.25]), cancer (HR 1.04 [95% CI 0.72, 1.52]), or cardiovascular disease (HR 1.08 [95% CI 0.70, 1.66]). Similarly, lifestyle modification did not impact all-cause (HR 1.02 [95% CI 0.81, 1.28]), cancer (HR 1.07 [95% CI 0.74, 1.55]), or cardiovascular disease (HR 1.18 [95% CI 0.77, 1.81]) mortality. Analyses adjusted for diabetes status and duration, BMI, cumulative glycemic exposure, and cardiovascular risks yielded results similar to those for all-cause mortality. CONCLUSIONS Cancer was the leading cause of mortality among adults at high risk for type 2 diabetes. Although metformin and lifestyle modification prevented diabetes, neither strategy reduced all-cause, cancer, or cardiovascular mortality rates.
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Affiliation(s)
- Christine G Lee
- Division of Diabetes, Endocrinology and Metabolic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Brandy Heckman-Stoddard
- Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Dana Dabelea
- Department of Epidemiology and Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO
| | | | | | - Leslie Ford
- Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Philip Prorok
- Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Edward J Boyko
- Epidemiologic Research and Information Center, VA Puget Sound Health Care System, Seattle
| | | | - Amisha Wallia
- Division of Endocrinology, Metabolism and Molecular Medicine, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - William C Knowler
- Diabetes Epidemiology and Clinical Research Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ
| | - Jill P Crandall
- Division of Endocrinology and Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine, Bronx, NY
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15
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Inoue K, Semba E, Yamakawa T, Terauchi Y. Associations of impaired glucose tolerance and sleep disorders with mortality among the US general population. BMJ Open Diabetes Res Care 2021; 9:9/1/e002047. [PMID: 34353879 PMCID: PMC8344283 DOI: 10.1136/bmjdrc-2020-002047] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 07/08/2021] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION Sleep disorders and short sleep duration are common symptoms among people with diabetes. However, the evidence is limited about the associations of post-challenge hyperglycemia and sleep quality or quantity with all-cause mortality in the US general population. RESEARCH DESIGN AND METHODS Our study included 8795 adults from the National Health and Nutrition Examination Survey 2005-2014. Mortality data were ascertained through 2015. Multivariable Cox proportional-hazards models were used to estimate adjusted HRs (aHRs) for all-cause mortality according to 2-hour plasma glucose levels during the 75 g oral glucose tolerance test-normal glucose tolerance (NGT), <140 mg/dL; impaired glucose tolerance (IGT), 140-199 mg/dL; and diabetes, ≥200 mg/dL. We then examined the associations of glucose tolerance status and self-reported physician-diagnosed sleep disorders (yes vs no) or sleep duration (<7 vs ≥7 hours) with all-cause mortality. RESULTS During follow-up (median, 5.6 years), the diabetes group had a higher risk of all-cause mortality compared with the NGT group (aHR (95% CI)=1.93 (1.41 to 2.64)), but not the IGT group (aHR (95% CI)=1.19 (0.90 to 1.59)). When we categorized participants according to glucose tolerance status and sleep disorders, the IGT group with sleep disorders had a higher risk of all-cause mortality (aHR (95% CI)=2.03 (1.24 to 3.34)) compared with the NGT group without sleep disorders. Both diabetes groups with and without sleep disorders also showed high mortality risks. The results were consistent when we used sleep duration instead of sleep disorders. CONCLUSIONS Using the most updated US national data, we found a high risk of all-cause mortality among individuals with IGT having sleep disorders or short sleep duration as well as those with diabetes. Future investigations are needed to identify whether and what kind of sleep management is beneficial for people with impaired glucose metabolism to prevent early death.
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Affiliation(s)
- Kosuke Inoue
- Department of Epidemiology, UCLA, Los Angeles, California, USA
- Department of Social Epidemiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Eriko Semba
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Tadashi Yamakawa
- Department of Endocrinology and Diabetes, Yokohama City University Medical Center, Yokohama, Japan
| | - Yasuo Terauchi
- Endocrinology and Metabolism, Yokohama City University, Yokohama, Japan
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Jiménez-Montero JG, Villegas-Barakat M. Changes in diabetes mortality rate in Costa Rica 2007-2017. Diabetes Res Clin Pract 2021; 174:108749. [PMID: 33713723 DOI: 10.1016/j.diabres.2021.108749] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 02/23/2021] [Accepted: 03/03/2021] [Indexed: 11/19/2022]
Abstract
AIM Diabetes mellitus is a major health problem in Costa Rica. Its prevalence is increasing and represents a significant burden. OBJECTIVES To determine specific diabetes mortality rates (SDMR) in Costa Rica from 2007 to 2017 and explore it's potential causes. METHODS Death certificates (classification CIE-10) were obtained from the Instituto Nacional de Estadística y Censos. All-cause mortality, SDMR, ischemic heart disease (IHD), cerebrovascular disease (CVD), and peripheral vascular disease mortality were assessed per year, sex, age and province. We evaluated relationships between SDMR and Index of Human Development (IHUD), performed a multivariate regression negative binomial model analysis and compared SDMR with goals of metabolic control in the primary care setting. RESULTS All-cause mortality and SDMR increased while IHD and CVD mortality rates remained invariable. SDMR was higher in females and in provinces with predominant rural areas. The years of observation, sex, age and province were significant predictors of death at a 5% level in people with diabetes. Reports from primary care setting showed inadequeate public health care coverage and insuficient metabolic control. CONCLUSIONS SDMR increased in elderly patients with specific complications. Age, place of residence and sex predicted SDMR. Unsatisfactory diabetes medical coverage and poorly diabetes management likely explain our findings.
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Affiliation(s)
- José G Jiménez-Montero
- Department of Endocrinology Hospital CIMA, San José, Costa Rica; School of Medicine, Universidad de Ciencias Médicas San José, Costa Rica.
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Stegbauer C, Falivena C, Moreno A, Hentschel A, Rosenmöller M, Heise T, Szecsenyi J, Schliess F. Costs and its drivers for diabetes mellitus type 2 patients in France and Germany: a systematic review of economic studies. BMC Health Serv Res 2020; 20:1043. [PMID: 33198734 PMCID: PMC7667793 DOI: 10.1186/s12913-020-05897-w] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 11/03/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Type 2 diabetes represents an increasingly critical challenge for health policy worldwide. It absorbs massive resources from both patients and national economies to sustain direct costs of the treatment of type 2 diabetes and its complications and indirect costs related to work loss and wages. More recently, there are innovations based on remote control and personalised programs that promise a more cost-effective diabetes management while reducing diabetes-related complications. In such a context, this work attempts to update cost analysis reviews on type 2 diabetes, focusing on France and Germany, in order to explore most significant cost drivers and cost-saving opportunities through innovations in diabetes care. Although both countries approach care delivery differently, France and Germany represent the primary European markets for diabetes technologies. METHODS A systematic review of the literature listed in MEDLINE, Embase and EconLit has been carried out. It covered interventional, observational and modelling studies on expenditures for type 2 diabetes management in France or Germany published since 2012. Included articles were analysed for annual direct, associated and indirect costs of type 2 diabetes patients. An appraisal of study quality was performed. Results were summarised narratively. RESULTS From 1260 records, the final sample was composed of 24 papers selected according to predefined inclusion/exclusion criteria. Both France and Germany revealed a predominant focus on direct costs. Comparability was limited due to different study populations and cost categories used. Indirect costs were only available in Germany. According to prior literature, reported cost drivers are hospitalisation, prescriptions, higher HbA1c and BMI, treatment with insulin and complications, all indicators of disease severity. The diversity of available data and included costs limits the results and may explain the differences found. CONCLUSIONS Complication prevention and glycaemic control are widely recognized as the most effective ways to control diabetes treatment costs. The value propositions of self-based supports, such as hybrid closed-loop metabolic systems, already implemented in type 1 diabetes management, are the key points for further debates and policymaking, which should involve the perspectives of caregivers, patients and payers.
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Affiliation(s)
- Constance Stegbauer
- aQua Institute for Applied Quality Improvement and Research in Health Care GmbH, Maschmühlenweg 8-10, 37073, Göttingen, Lower Saxony, Germany.
| | - Camilla Falivena
- Health & Not for Profit Division, CERGAS, SDA Bocconi School of Management Governments, Via Sarfatti, 10, Milan, 20136, Italy
| | - Ariadna Moreno
- CRHIM - Center for Research in Healthcare Innovation Management, IESE Business School - University of Navarra, C. d'Arnús i de Garí, 3-7, Barcelona, 08034, Catalonia, Spain
| | - Anna Hentschel
- aQua Institute for Applied Quality Improvement and Research in Health Care GmbH, Maschmühlenweg 8-10, 37073, Göttingen, Lower Saxony, Germany
| | - Magda Rosenmöller
- CRHIM - Center for Research in Healthcare Innovation Management, IESE Business School - University of Navarra, C. d'Arnús i de Garí, 3-7, Barcelona, 08034, Catalonia, Spain
| | - Tim Heise
- Profil, Hellersbergstr. 9, Neuss, 41460, North Rhine-Westphalia, Germany
| | - Joachim Szecsenyi
- aQua Institute for Applied Quality Improvement and Research in Health Care GmbH, Maschmühlenweg 8-10, 37073, Göttingen, Lower Saxony, Germany
| | - Freimut Schliess
- Profil, Hellersbergstr. 9, Neuss, 41460, North Rhine-Westphalia, Germany
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Kim D, Cholankeril G, Kim SH, Abbasi F, Knowles JW, Ahmed A. Increasing Mortality Among Patients With Diabetes and Chronic Liver Disease From 2007 to 2017. Clin Gastroenterol Hepatol 2020; 18:992-994. [PMID: 31220638 PMCID: PMC7064319 DOI: 10.1016/j.cgh.2019.06.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 06/07/2019] [Indexed: 02/07/2023]
Abstract
The age-standardized prevalence of diabetes increased from 9.8% in 1988-1994, to 10.8% in 2001-2002, to 12.4% in 2011-2012 in the United States.1 According to the National Vital Statistics System data, diabetes-related mortality has remained stable as the seventh-leading cause of death nationally since 2006.2 However, the age-standardized diabetes-related mortality decreased from 112.2 per 100,000 individuals in 2007 to 104.3 per 100,000 individuals in 2017.3 In terms of cause-specific mortality, the age-standardized mortality for cardiovascular disease, complications of diabetes, and cancer among individuals with diabetes declined annually by approximately 1%.3 In contrast, chronic liver disease-related mortality has been reported to be increasing in individuals with diabetes.4,5 However, the trends in mortality due to chronic liver disease in the setting of diabetes remain unknown. In this study, we estimated the trends in chronic liver disease-related mortality among individuals with diabetes from 2007 to 2017 in the United States.
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Affiliation(s)
- Donghee Kim
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California.
| | - George Cholankeril
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California
| | - Sun H Kim
- Division of Endocrinology, Gerontology and Metabolism, Stanford University School of Medicine, Stanford, California; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, California
| | - Fahim Abbasi
- Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, California; Cardiovascular Medicine and Cardiovascular Institute, Stanford University School of Medicine, Stanford, California
| | - Joshua W Knowles
- Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, California; Cardiovascular Medicine and Cardiovascular Institute, Stanford University School of Medicine, Stanford, California
| | - Aijaz Ahmed
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, California
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Fuentes S, Mandereau-Bruno L, Regnault N, Bernillon P, Bonaldi C, Cosson E, Fosse-Edorh S. Is the type 2 diabetes epidemic plateauing in France? A nationwide population-based study. DIABETES & METABOLISM 2020; 46:472-479. [PMID: 31923577 DOI: 10.1016/j.diabet.2019.12.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 12/19/2019] [Accepted: 12/27/2019] [Indexed: 12/15/2022]
Abstract
AIM Nationwide data on the evolution of diabetes incidence and prevalence are scarce in France. For this reason, our objectives were to determine type 2 diabetes prevalence and incidence rates between 2010 and 2017, stratified by gender, age and region, and to assess annual time trends over the study period in adults aged≥45 years. METHODS Diabetes cases in the National Health Data System (SNDS), which covers the entire French population (66 million people), were identified through a validated algorithm. Gender- and age-specific prevalence and incidence rates were estimated. Negative binomial models, adjusted for gender, age and region, were used to assess annual time trends for prevalence and incidence throughout the study period. RESULTS During 2017, 3,144,225 diabetes cases aged≥45 years were identified. Over the study period, prevalence increased slightly (men from 11.5% to 12.1%, women from 7.9% to 8.4%) whereas incidence decreased (men from 11 to 9.7, women from 7.2 to 6.2 per 1000 person-years). In only four groups did prevalence rates decrease: men aged 45-65 years; women aged 45-60 years; women in Reunion; and women in Martinique. An increasing annual time trend was observed for prevalence (men: +0.9% [95% CI: +0.7%, +1%]; women: +0.4% [95% CI: +0.2%, +0.6%]) with a decreasing annual time trend for incidence in both genders (men: -2.6% [95% CI: -3.1%, -2.0%]; women: -3.9% [95% CI: -4.5%, -3.4%]). CONCLUSION Further efforts towards diabetes prevention are required to ensure that incidence rates in France continue to diminish, as the disorder continues to represent an important public-health burden.
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Affiliation(s)
- S Fuentes
- Santé publique France, the French National Public Health Agency, 12, rue du Val d'Osne, 94415 Saint-Maurice, France.
| | - L Mandereau-Bruno
- Santé publique France, the French National Public Health Agency, 12, rue du Val d'Osne, 94415 Saint-Maurice, France
| | - N Regnault
- Santé publique France, the French National Public Health Agency, 12, rue du Val d'Osne, 94415 Saint-Maurice, France
| | - P Bernillon
- Santé publique France, the French National Public Health Agency, 12, rue du Val d'Osne, 94415 Saint-Maurice, France
| | - C Bonaldi
- Santé publique France, the French National Public Health Agency, 12, rue du Val d'Osne, 94415 Saint-Maurice, France
| | - E Cosson
- Department of diabetology, endocrinology and metabolism, CRNH-IdF, CINFO, Paris 13 university, Sorbonne Paris cité, Avicenne hospital, AP-HP, 93000 Bobigny, France; UMR U1153 Inserm, U1125 Inra, Cnam, Paris 13 university, Sorbonne Paris cité, 93000 Bobigny, France
| | - S Fosse-Edorh
- Santé publique France, the French National Public Health Agency, 12, rue du Val d'Osne, 94415 Saint-Maurice, France
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