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Hayashino Y, Okamura S, Kurita N, Tsujii S, Ishii H. Baseline renal function modified the association between total, plant or animal protein intake and the risk of developing renal composite outcome in people with type 2 diabetes: a prospective cohort study [diabetes distress and care registry at Tenri (DDCRT25)]. Acta Diabetol 2024:10.1007/s00592-024-02364-4. [PMID: 39207491 DOI: 10.1007/s00592-024-02364-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 08/16/2024] [Indexed: 09/04/2024]
Abstract
AIMS This study aimed to identify the longitudinal associations between protein intake, and composite renal outcomes in people with type 2 diabetes. METHODS To examine the association between baseline total, animal, and plant protein intake and the risk of developing a composite renal outcome in 3,109 Japanese people with type 2 diabetes who participated in a cohort study at a tertiary care hospital, we used a Cox proportional hazards model. RESULTS During a median follow-up of 6.0 years, we observed 185 renal outcomes. Compared with the 1st quintile, the multivariable-adjusted HRs for outcome were 1.13 (p = 0.440), 1.04 (pp= 0.874), 1.40 (p = 0.215), and 2.16 (p = 0.001), respectively for the 2nd to 5th quintile of total protein intake, and 0.93 (p = 0.681), 1.1 (p= 0.596), 1.1 (p = 0.607), and 2.02 (p < 0.001), respectively for the 2nd to 5th quintile of animal protein intake. However, a significant association of total plant intake was not observed. In the analysis evaluating the joint association between protein intake and composite renal outcome with baseline estimated glomerular filtration ratio (eGFR), total protein and animal protein intake were substantially associated with a higher risk of composite renal outcome when the baseline eGFR was below approximately 60 mL/min/1.732. CONCLUSIONS Baseline total protein intake is associated with a higher risk of developing a composite renal outcome during follow-up in people with type 2 diabetes and low baseline eGFR, and this association may be elucidated by a higher animal protein intake. Plant protein was not associated with renal outcome.
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Affiliation(s)
- Yasuaki Hayashino
- Department of Endocrinology, Tenri Hospital, 200 Mishima-Cho, Tenri City, Nara, 632-8552, Japan.
| | - Shintato Okamura
- Department of Endocrinology, Tenri Hospital, 200 Mishima-Cho, Tenri City, Nara, 632-8552, Japan
| | - Noriaki Kurita
- Department of Clinical Epidemiology, Graduate School of Medicine, Fukushima Medical University, Fukushima, 960-1295, Japan
- Department of Innovative Research and Education for Clinicians and Trainees (DiRECT), Fukushima Medical University Hospital, Fukushima, 960-1295, Japan
| | - Satoru Tsujii
- Department of Endocrinology, Tenri Hospital, 200 Mishima-Cho, Tenri City, Nara, 632-8552, Japan
| | - Hitoshi Ishii
- Department of Doctor-Patient Relationships, Nara Medical University, Kashihara, Nara, 634-8521, Japan
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Abdel-Rahman N, Manor O, Elran E, Siscovick D, Calderon-Margalit R. Implications of Patient-Reported Outcome Measures among patients with recently diagnosed type 2 diabetes. Isr J Health Policy Res 2024; 13:6. [PMID: 38297393 PMCID: PMC10829200 DOI: 10.1186/s13584-024-00592-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 01/24/2024] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND For the past two decades, the assessment of the quality of diabetes care has mostly relied on clinical quality indicators. These have not included Patient-Reported Outcome Measures (PROMs) which provide information on outcomes deemed valuable by patients. We aimed to examine the potential utility of PROMs in type 2 diabetes care and to study the association of PROMs with patients' characteristics and clinical quality indicators. METHODS A cross-sectional survey of recently (≤ 4 years) diagnosed patients with type 2 diabetes (n = 392) in the setting of a large health plan. PROMs were based on two well-validated questionnaires, the Problem Areas in Diabetes (PAID) one-page questionnaire that measures diabetes-related distress, and the ten item PROMIS-10 global health questionnaire that measures general health. Additional items were added following a previous qualitative study among Israeli patients with diabetes. The survey was carried out using phone interviews, and data collected were linked to the electronic medical records. Multivariable regression models were used to assess the associations of socio-demographic variables and clinical quality indicators with the PROMs. RESULTS About a fifth of participants (22%) had high diabetes-related distress (PAID score ≥ 40), a third reported that they did not feel confident in self-management of diabetes and about a third reported having sexual dysfunction. Women, younger patients, and those with a low education level (≤ 12 years) reported worse general health, were more likely to experience high diabetes-related distress, and to have low confidence in diabetes self-management. Interestingly, performance of all seven diabetes quality indicators was associated with worse general health and high diabetes-related distress. Of note, levels of glycated hemoglobin, LDL-cholesterol, or blood pressure were not associated with PROMs. CONCLUSIONS PROMs provide important information on patient self-reported health status and are likely to reflect aspects of the quality of care that are not otherwise available to clinicians. Thus, the use of PROMs has the potential to expand the evaluation of diabetes care and promote patient-centered care. We recommend that policy-makers in the Ministry of Health and health maintenance organizations implement PROMs for assessing and improving the care for patients with type 2 diabetes.
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Affiliation(s)
- Nura Abdel-Rahman
- Braun School of Public Health, The Hebrew University of Jerusalem Hadassah Medical School, 91120, Jerusalem, Israel.
| | - Orly Manor
- Braun School of Public Health, The Hebrew University of Jerusalem Hadassah Medical School, 91120, Jerusalem, Israel
| | - Einat Elran
- Maccabi Healthcare Services, Tel Aviv, Israel
| | | | - Ronit Calderon-Margalit
- Braun School of Public Health, The Hebrew University of Jerusalem Hadassah Medical School, 91120, Jerusalem, Israel
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Hayashino Y, Okamura S, Tsujii S, Ishii H. Diabetes Distress Is Associated With Future Risk of Progression of Diabetic Nephropathy in Adults With Type 2 Diabetes: A Prospective Cohort Study (Diabetes Distress and Care Registry at Tenri [DDCRT23]). Can J Diabetes 2023; 47:519-524. [PMID: 37164214 DOI: 10.1016/j.jcjd.2023.04.018] [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: 08/01/2022] [Revised: 04/20/2023] [Accepted: 04/29/2023] [Indexed: 05/12/2023]
Abstract
OBJECTIVES Our aim in this study was to investigate the prospective association between diabetes distress assessed with Problem Areas in Diabetes (PAID) survey scores at baseline and the subsequent risk of development or progression of diabetic nephropathy in people with type 2 diabetes. METHODS Longitudinal data were acquired from 2,845 individuals with type 2 diabetes registered in a Japanese diabetes registry. A Cox proportional hazards model was used to adjust for possible confounders to examine the prospective association between baseline diabetes distress (PAID score ≥40) and the development or progression of albuminuria. RESULTS Mean patient age, body mass index, and glycated hemoglobin level were 64.8 years, 24.5 kg/m2, and 57.4 mmol/mol (7.5%), respectively. We did not observe a significant association between diabetes distress and the subsequent risk of diabetic nephropathy development from normoalbuminuria to microalbuminuria/macroalbuminuria (multivariable-adjusted hazard ratio [HR]=0.95 over 4.2 years, 95% confidence interval [CI] 0.77 to 1.17, p=0.640); however, we identified a significant association for progression from microalbuminuria to macroalbuminuria (multivariable-adjusted HR=1.34 over 7.0 years, 95% CI 1.01 to 1.80, p=0.045). Stratification by sex revealed a significant association between diabetes distress and the subsequent risk of progressing diabetic nephropathy (HR=1.45, 95% CI 1.06 to 1.98, p=0.019) in males, but not females (HR=1.42, 95% CI 0.95 to 2.14, p=0.087). CONCLUSIONS Diabetes distress at baseline, assessed using the PAID survey, was associated with a subsequent risk of progressing diabetic nephropathy independent of possible confounders in males, but not females, with type 2 diabetes.
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Affiliation(s)
- Yasuaki Hayashino
- Department of Endocrinology, Tenri Hospital, Tenri City, Nara, Japan.
| | - Shintato Okamura
- Department of Endocrinology, Tenri Hospital, Tenri City, Nara, Japan
| | - Satoru Tsujii
- Department of Endocrinology, Tenri Hospital, Tenri City, Nara, Japan
| | - Hitoshi Ishii
- Department of Doctor-Patient Relationships, Nara Medical University, Kashihara, Nara, Japan
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Yang H, Sun D, Yang Y, Lin R, Xu J, Wu J, Cui X, Li J, Qin G, Han X, Yu Y. Association of depression with all-cause and cardiovascular mortality among US adults with high and low baseline risk of cardiovascular disease. Psychiatry Res 2023; 320:115051. [PMID: 36652845 DOI: 10.1016/j.psychres.2023.115051] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 01/13/2023]
Abstract
The intervention of depression was considered a prevention and treatment option for cardiovascular disease (CVD). However, evidence regarding whether association of depression with mortality differed among people at high or low risk of CVD yielded conflicting results. We aimed to investigate associations between depression and all-cause and CVD mortality among 3854 and 3044 US adults at high and low baseline risk of CVD, respectively. Among participants at high risk of CVD, depression and per 5-point increase in PHQ-9 score were associated with 81% (HR=1.81, 95%CI: 1.15-2.86) and 33% (HR=1.33, 95%CI: 1.14-1.55) increased all-cause mortality, respectively. We did not find statistically significant associations between depression (HR=1.40, 95%CI: 0.67-2.95) and PHQ-9 score (HR=1.28, 95%CI: 1.00-1.63) with CVD mortality due to a small number of mortality events. Among people with low risk of CVD, each 5-point increment in PHQ-9 score was associated with all-cause mortality (HR=1.26, 95%CI: 1.02-1.56), while there was no statistically significant association of depression with all-cause mortality (HR=1.69, 95%CI: 0.75-3.81) and CVD mortality (HR=1.99, 95%CI: 0.83-4.81). This study found that depression was associated with all-cause mortality among individuals at a high baseline risk of CVD, but no significant association was observed in people at a low baseline risk of CVD.
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Affiliation(s)
- Hui Yang
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Di Sun
- Department of Cardiology, Shengli Oilfield Central Hospital, Dongying, Shandong, China
| | - Yating Yang
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Ruilang Lin
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Jiaqin Xu
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Jingyi Wu
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Xiaorui Cui
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Jiong Li
- Department of Clinical Medicine-Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
| | - Guoyou Qin
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China; Shanghai Institute of Infectious Disease and Biosecurity, Shanghai, China.
| | - Xiaojie Han
- The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China.
| | - Yongfu Yu
- Department of Biostatistics, School of Public Health, and The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China; Shanghai Institute of Infectious Disease and Biosecurity, Shanghai, China.
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Rohde C, Nielsen JS, Schöllhammer Knudsen J, Thomsen RW, Østergaard SD. Risk factors associated with mortality among individuals with type 2 diabetes and depression across two cohorts. Eur J Endocrinol 2022; 187:567-577. [PMID: 36005857 DOI: 10.1530/eje-22-0466] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 08/25/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Depression has been linked to excess mortality in individuals with type 2 diabetes, but it remains unclear what drives this association. We examined if the association depends on unhealthy lifestyle and medical comorbidity. METHODS We followed a clinically recruited cohort of Danish people with type 2 diabetes (n = 8175) with fine-grained clinical information and a population-wide register-based cohort of Danish individuals with HbA1c-defined type 2 diabetes (n = 87 500) representing everyday clinical practice. Antidepressant drug use prior to the onset of type 2 diabetes was used as a proxy for preexisting depression. In both cohorts, we first estimated the association between depression and 5-year mortality following type 2 diabetes, using a Cox proportional hazards model, yielding sex- and age-adjusted mortality rate ratios (MRRs). We subsequently examined how further adjustment for markers of unhealthy lifestyle (smoking, physical inactivity, obesity, alcohol abuse, and marital status) and medical comorbidity affected the association. RESULTS Preexisting depression was associated with an approximately 50% increased age- and sex-adjusted all-cause mortality rate in both the clinically recruited- (5-year MRR: 1.46; 95% CI: 1.12-1.90) and the register-based type 2 diabetes cohort (5-year MRR: 1.51; 95% CI: 1.45-1.57). The excess mortality associated with depression almost disappeared when the analyses were adjusted for unhealthy lifestyle and medical comorbidity in both the clinically recruited- (MRR: 1.05; 95% CI: 0.72-1.52) and the register-based type 2 diabetes cohort (MRR: 1.14, 95% CI: 1.09-1.19). CONCLUSIONS A large fraction of the excess mortality associated with preexisting depression in type 2 diabetes is attributable to the unhealthy lifestyle and medical comorbidity accompanying depression.
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Affiliation(s)
- Christopher Rohde
- Department of Affective Disorders, Aarhus University Hospital - Psychiatry, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Jens Steen Nielsen
- DD2, Steno Diabetes Centre Odense, Odense University Hospital, Odense, Denmark
- The Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Jakob Schöllhammer Knudsen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Pharmacology, Aarhus University Hospital, Aarhus, Denmark
| | - Reimar Wernich Thomsen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Søren Dinesen Østergaard
- Department of Affective Disorders, Aarhus University Hospital - Psychiatry, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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Yamamoto Y, Hanai K, Mori T, Yokoyama Y, Yoshida N, Murata H, Shinozaki T, Babazono T. Kidney outcomes and all-cause mortality in people with type 2 diabetes exhibiting non-albuminuric kidney insufficiency. Diabetologia 2022; 65:234-245. [PMID: 34739552 DOI: 10.1007/s00125-021-05590-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 08/11/2021] [Indexed: 12/19/2022]
Abstract
AIM/HYPOTHESIS It remains unclear whether people with diabetes exhibiting non-albuminuric kidney insufficiency have higher risk of kidney function decline and mortality compared with those exhibiting preserved kidney function without albuminuria. Furthermore, information regarding the incidence of albuminuria in people with this unique phenotype is sparse. Here, we aimed to elucidate the risk of the kidney outcomes and all-cause mortality in people with diabetes exhibiting non-albuminuric kidney insufficiency. METHODS In this retrospective cohort study, 8320 Japanese adults with type 2 diabetes were classified into four groups based on the presence of albuminuria and kidney insufficiency at baseline, defined as urinary albumin/creatinine ratio of equal to or above 30 mg/g and eGFR of less than 60 ml min-1 1.73 m-2, respectively. The primary composite kidney endpoint was a 50% decrease in eGFR from baseline or the initiation of kidney replacement therapy. The annual percentage change in eGFR slope and progression of albuminuria category were evaluated as the secondary and tertiary kidney endpoints, respectively. All-cause death was also set as the endpoint. RESULTS Compared with people exhibiting non-albuminuric preserved kidney function, those with non-albuminuric kidney insufficiency had the higher risk for the primary kidney endpoint (HR 4.1; 95% CI 2.5, 6.7; p < 0.001), steep percentage change in eGFR slope (-1.96%/year vs -1.36%/year, p < 0.001), incidence of albuminuria (HR 2.1; 1.7, 2.6; p < 0.001) and all-cause mortality (HR 1.5; 1.2, 2.0; p = 0.003). In the sensitivity analyses treating the incidence of albuminuria as a competing risk, people with non-albuminuric kidney insufficiency still had higher risk for the primary kidney endpoint and all-cause mortality than those with non-albuminuric preserved kidney function (subdistribution HR 2.8; 1.4, 5.6; p = 0.004; and 1.6; 1.1, 2.2; p = 0.014, respectively). CONCLUSIONS/INTERPRETATION People with type 2 diabetes exhibiting non-albuminuric kidney insufficiency had poorer kidney outcomes and life prognosis than those exhibiting non-albuminuric preserved kidney function.
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Affiliation(s)
- Yui Yamamoto
- Diabetes Center, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Ko Hanai
- Diabetes Center, Tokyo Women's Medical University School of Medicine, Tokyo, Japan.
| | - Tomomi Mori
- Diabetes Center, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Yoichi Yokoyama
- Diabetes Center, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Naoshi Yoshida
- Diabetes Center, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Hidekazu Murata
- Diabetes Center, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Tomohiro Shinozaki
- Department of Information and Computer Technology, Faculty of Engineering, Tokyo University of Science, Tokyo, Japan
| | - Tetsuya Babazono
- Diabetes Center, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
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Huang W, Aune D, Ferrari G, Zhang L, Lan Y, Nie J, Chen X, Xu D, Wang Y, Rezende LFM. Psychological Distress and All-Cause, Cardiovascular Disease, Cancer Mortality Among Adults with and without Diabetes. Clin Epidemiol 2021; 13:555-565. [PMID: 34285589 PMCID: PMC8286108 DOI: 10.2147/clep.s308220] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 06/01/2021] [Indexed: 11/23/2022] Open
Abstract
Aim To examine the association of psychological distress with all-cause, cardiovascular disease (CVD) and cancer mortality in US adults, and verified whether the associations differed between participants with and without diabetes. Methods A total of 485,864 adults (446,288 without diabetes and 39,576 with diabetes) who participated in the National Health Interview Survey from 1997 to 2013 were linked to the National Death Index through December 31, 2015. Psychological distress was measured by the Kessler 6 distress scale (K6). Multivariable Cox proportional hazards regression models were performed to estimate hazard ratios (HR) and 95% confidence intervals (95% CI) for the association between psychological distress and mortality. Results We ascertained 11,746 deaths (mean follow-up, 7. 7 years) among people with diabetes and 51,636 deaths (9.9 years) among those without diabetes. Psychological distress was associated with higher all-cause, CVD, and cancer mortality. Compared to non-diabetic adults without psychological distress, HRs (95% CI) were 1.07 (1.04 to 1.09) for mild, 1.26 (1.22 to 1.30) for moderate and 1.46 (1.38 to 1.55) for severe psychological distress. Compared to the same reference group, in diabetic participants the HRs were 1.39 (1.33 to 1.44) for no psychological distress, 1.59 (1.53 to 1.66) for mild, 1.90 (1.80 to 2.00) for moderate and 1.98 (1.82 to 2.17) for severe psychological distress. Similar associations were also observed for CVD and cancer mortality but with non-statistically significant interaction. Conclusion Psychological distress was associated with higher mortality, particularly in participants with diabetes. Strategies to ameliorate psychological distress may be important to reduce mortality in this population.
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Affiliation(s)
- Wentao Huang
- School of Nursing, Guangdong Pharmaceutical University, Guangzhou, People's Republic of China
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.,Department of Nutrition, Bjørknes University College, Oslo, Norway.,Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Gerson Ferrari
- Universidad de Santiago de Chile (USACH), Escuela de Ciencias de la Actividad Física, el Deporte y la Salud, Santiago, Chile
| | - Lei Zhang
- Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital of Fudan University, Shanghai, People's Republic of China
| | - Yutao Lan
- School of Nursing, Guangdong Pharmaceutical University, Guangzhou, People's Republic of China
| | - Jing Nie
- Department of Sociology & Institute for Empirical Social Science Research, School of Humanities and Social Sciences, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Xiong Chen
- Department of Endocrinology, Wenzhou Medical University First Affiliated Hospital, Wenzhou, Zhejiang, People's Republic of China
| | - Dali Xu
- Department of Psychiatry and Neuroimaging Centre, Wenzhou Seventh People's Hospital, Wenzhou, Zhejiang, People's Republic of China
| | - Yafeng Wang
- Department of Epidemiology and Biostatistics, School of Health Sciences, Wuhan University, Wuhan, People's Republic of China
| | - Leandro F M Rezende
- Universidade Federal de São Paulo, Escola Paulista de Medicina, Departamento de Medicina Preventiva, Sao Paulo, Brazil
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