1
|
Lin B, Coleman RL, Bragg F, Maddaloni E, Holman RR, Adler AI. Younger-onset compared with later-onset type 2 diabetes: an analysis of the UK Prospective Diabetes Study (UKPDS) with up to 30 years of follow-up (UKPDS 92). Lancet Diabetes Endocrinol 2024; 12:904-914. [PMID: 39461360 DOI: 10.1016/s2213-8587(24)00242-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/19/2024] [Accepted: 07/30/2024] [Indexed: 10/29/2024]
Abstract
BACKGROUND Younger-onset type 2 diabetes is associated with accelerated complications. We assessed whether complications and mortality rates differed for younger age compared with older age at diagnosis over 30 years of follow-up. METHODS In this study, we used data from the UKPDS, collected between 1977 and 2007, of participants aged 25-65 years with newly diagnosed type 2 diabetes with younger-onset (younger than 40 years) or later-onset (40 years or older), and without diabetes autoantibodies. We analysed standardised mortality ratios (SMR) using UK general population data, and incidence rates of prespecified outcomes by 10-year age intervals at diagnosis. FINDINGS Of 4550 participants testing negative to all measured autoantibodies, 429 (9·4%) had younger-onset type 2 diabetes. 2704 (59·4%) were male, and mean HbA1c was 76 mmol/mol (SD 24·6). The median follow-up was 17·5 years (IQR 12·7-20·8). SMR for younger-onset type 2 diabetes was higher (3·72 [95% CI 2·98-4·64]) compared with later-onset type 2 diabetes (1·54 [1·47-1·61]). The incidence rate was higher for all outcomes in later-onset type 2 diabetes, except for microvascular disease (younger-onset 14·5 (11·9-17·7) vs later-onset 12·1 (11·3-13·0) per 1000 person-years). However, at any given age, the 5-year incidence of any diabetes-related endpoint, all-cause mortality, microvascular disease, and myocardial infarction was higher with younger age at diagnosis. Annual mean HbA1c was higher in the first 20 years in younger-onset compared with later-onset type 2 diabetes. Among participants randomised to intensive versus conventional glycaemic control, we observed no interactions by subgroup of younger-onset versus later-onset type 2 diabetes for any outcome. INTERPRETATION The risk of dying relative to the general population is even greater for people diagnosed with type 2 diabetes at younger ages. The increased risk of complications and poorer glycaemic control in younger-onset type 2 diabetes calls for the development of services to identify and manage these individuals. FUNDING National Institute of Health and Care Research's Biomedical Research Centre.
Collapse
Affiliation(s)
- Beryl Lin
- Faculty of Medicine, University of Sydney, Sydney, NSW, Australia; Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Ruth L Coleman
- Faculty of Medicine, University of Sydney, Sydney, NSW, Australia
| | - Fiona Bragg
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Health Data Research UK Oxford, University of Oxford, Oxford, UK
| | - Ernesto Maddaloni
- Experimental Medicine Department, Sapienza University of Rome, Rome, Italy
| | - Rury R Holman
- Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Amanda I Adler
- Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
| |
Collapse
|
2
|
Stark AK, Penn JS. Prostanoid signaling in retinal vascular diseases. Prostaglandins Other Lipid Mediat 2024; 174:106864. [PMID: 38955261 DOI: 10.1016/j.prostaglandins.2024.106864] [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: 03/30/2024] [Revised: 06/11/2024] [Accepted: 06/21/2024] [Indexed: 07/04/2024]
Abstract
The vasculature of the retina is exposed to systemic and local factors that have the capacity to induce several retinal vascular diseases, each of which may lead to vision loss. Prostaglandin signaling has arisen as a potential therapeutic target for several of these diseases due to the diverse manners in which these lipid mediators may affect retinal blood vessel function. Previous reports and clinical practices have investigated cyclooxygenase (COX) inhibition by nonsteroidal anti-inflammatory drugs (NSAIDs) to address retinal diseases with varying degrees of success; however, targeting individual prostanoids or their distinct receptors affords more signaling specificity and poses strong potential for therapeutic development. This review offers a comprehensive view of prostanoid signaling involved in five key retinal vascular diseases: retinopathy of prematurity, diabetic retinopathy, age-related macular degeneration, retinal occlusive diseases, and uveitis. Mechanistic and clinical studies of these lipid mediators provide an outlook for therapeutic development with the potential to reduce vision loss in each of these conditions.
Collapse
Affiliation(s)
- Amy K Stark
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA.
| | - John S Penn
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA; Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| |
Collapse
|
3
|
Dhadse R, Yadav D, Thakur L, Chavan S, Padhiyar R, Karatela S, Mulkalwar A. Clinical Profile, Risk Factors, and Complications in Young-Onset Type 2 Diabetes Mellitus. Cureus 2024; 16:e68497. [PMID: 39364487 PMCID: PMC11447432 DOI: 10.7759/cureus.68497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Accepted: 08/30/2024] [Indexed: 10/05/2024] Open
Abstract
Background Young-onset type 2 diabetes mellitus (T2DM), defined as a diagnosis before the age of 45, is an increasingly common and aggressive form of diabetes. This population is at a heightened risk of developing complications earlier in life due to longer disease duration and often suboptimal glycemic control. Complications such as diabetic neuropathy, retinopathy, and nephropathy are significant concerns, leading to reduced quality of life and increased morbidity. Objective To investigate the clinical profile and risk factors associated with complications of young-onset T2DM and to analyze the correlation between the age of onset and other parameters and the development of these complications. Methods We conducted a cross-sectional study on young-onset T2DM patients (<45 years) to investigate the prevalence and associated factors of diabetic complications. Variables analyzed included age, gender, BMI, waist-hip ratio, duration of diabetes, age at diagnosis, proteinuria, and glycosuria, along with biochemical markers such as HbA1C (glycated hemoglobin), serum cholesterol, triglycerides, and C-peptide levels. Results The average age of participants in our study was 34.76 ± 6.91 years. The mean BMI was 26.68 ± 3.35, with a mean cholesterol level of 169.84 ± 55.64 and a mean triglyceride level of 205.79 ± 67.49. The average HbA1c level was 9.82 ± 2.44. Diabetic neuropathy was found to increase significantly with advancing age (p < 0.001), longer duration of diabetes (p < 0.001), higher mean levels of HbA1C (p < 0.001), serum cholesterol (p = 0.006), and serum triglycerides (p = 0.010), as well as with lower levels of serum C-peptide (p = 0.025). The severity of kidney damage showed a significant association with older age (p = 0.049), longer diabetes duration (p < 0.01), elevated mean levels of HbA1C (p = 0.0002), and serum cholesterol (p = 0.0310). Diabetic retinopathy increased significantly with advancing age (p < 0.001), longer diabetes duration (p < 0.001), higher mean levels of HbA1C (p < 0.001), and serum triglycerides (p = 0.013). Conclusion Young-onset T2DM is associated with significant risks for neuropathy, retinopathy, and nephropathy, particularly with increasing age and longer disease duration. Higher HbA1C, serum cholesterol, and triglyceride levels are prevalent among those with complications. These findings underscore the need for early intervention and targeted management strategies to mitigate complications in this high-risk population.
Collapse
Affiliation(s)
- Rahul Dhadse
- Department of Internal Medicine, Government District Hospital, Gadchiroli, IND
| | - Dhirendra Yadav
- Department of Internal Medicine, Lokmanya Tilak Municipal Medical College and General Hospital, Mumbai, IND
| | - Leena Thakur
- Department of Internal Medicine, Lokmanya Tilak Municipal Medical College and General Hospital, Mumbai, IND
| | - Swati Chavan
- Department of Internal Medicine, Lokmanya Tilak Municipal Medical College and General Hospital, Mumbai, IND
| | - Rupal Padhiyar
- Department of Internal Medicine, Lokmanya Tilak Municipal Medical College and General Hospital, Mumbai, IND
| | - Shifa Karatela
- Department of Medicine, Medical College Baroda and Shri Sayajirao General (SSG) Hospital, Vadodara, IND
| | - Alhad Mulkalwar
- Department of Pharmacology, Dr. D.Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| |
Collapse
|
4
|
Markle J, Shaia JK, Araich H, Sharma N, Talcott KE, Singh RP. Longitudinal Trends and Disparities in Diabetic Retinopathy Within an Aggregate Health Care Network. JAMA Ophthalmol 2024; 142:599-606. [PMID: 38869883 PMCID: PMC11177210 DOI: 10.1001/jamaophthalmol.2024.0046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 12/27/2023] [Indexed: 06/14/2024]
Abstract
Importance Diabetic retinopathy (DR) is a leading cause of blindness in the US, warranting updates on its prevalence and incidence in the setting of advancements in diabetic care over recent years. Objective To determine recent trends in DR prevalence stratified by baseline demographics to identify those populations at greater risk. Design, Setting, and Participants This was a cross-sectional epidemiologic evaluation conducted using deidentified data from the large federated TriNetX Analytics health research network composed of 56 health care organizations in the US. Patients from 2015 to 2022 who had an International Statistical Classification of Diseases and Related Health Problems, Tenth Revision code of type 1 DR (T1DR) or type 2 DR (T2DR) were included in this analysis. Patients were further stratified by age cohorts (20-29 years, 30-39 years, 40-49 years, 50-59 years, 60-69 years, and 70 years or older), race and ethnicity, and sex. Main Outcomes and Measures Prevalence per 100 000 patients and prevalence odds ratios (ORs) were calculated in Microsoft Excel and Posit (formerly RStudio). Results A total of 359 126 patients with T1DR or T2DR (mean [SD] age, 67 [14] years; 52% female) were included in this study between January 1, 2015, and December 21, 2022. T1DR increased in prevalence from 2015 to 2022, with T1DR increasing 1.15-fold affecting 70.4 patients per 100 000 in 2022. T2DR increased 1.07-fold affecting 461.7 patients per 100 000 in 2022. For T1DR, the cohort aged 20 to 39 years had the most substantial increase at 4.7 and 1.96 fold. Overall, White males had the largest prevalence ORs of T1DR at 1.41 (95% CI, 1.36-1.47) compared with White females (reference group). In T2DR, patients aged 20 to 39 years again had a 2.5- and 1.6-fold prevalence increase from 2015 to 2022. Regardless of age group, Hispanic males demonstrated larger prevalence OR at 4.08 (95% CI, 3.97-4.19) compared with White females followed by Hispanic females at 2.49 (95% CI, 2.42-2.56), Black males at 2.23 (95% CI, 2.17-2.29), and Black females at 2.00 (95% CI, 1.95-2.05). Conclusion and Relevance The prevalence of both T1DR and T2DR increased in this network from 2015 to 2022, with individuals aged 20 to 39 years showing large increases. Additionally, T2DR was associated with greater increases in both Hispanic and Black communities. These findings support DR screening in young adults and for T2DR interventions specifically designed for racial and ethnic minoritized patients most affected by disease. Future investigations are warranted to further investigate these trends among young adults.
Collapse
Affiliation(s)
- Jonathan Markle
- Center for Ophthalmic Bioinformatics Research at the Cole Eye Institute, Cleveland, Ohio
| | - Jacqueline K Shaia
- Center for Ophthalmic Bioinformatics Research at the Cole Eye Institute, Cleveland, Ohio
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Harman Araich
- Center for Ophthalmic Bioinformatics Research at the Cole Eye Institute, Cleveland, Ohio
| | - Neha Sharma
- Center for Ophthalmic Bioinformatics Research at the Cole Eye Institute, Cleveland, Ohio
- Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Katherine E Talcott
- Case Western Reserve University School of Medicine, Cleveland, Ohio
- Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio
| | - Rishi P Singh
- Case Western Reserve University School of Medicine, Cleveland, Ohio
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio
- Cleveland Clinic Martin Hospitals, Martin, Florida
| |
Collapse
|
5
|
Rottura M, Drago SFA, Gianguzzo VM, Molonia A, Pallio G, Scoglio R, Marino S, Alibrandi A, Imbalzano E, Squadrito F, Irrera N, Arcoraci V. Chronic kidney disease progression in diabetic patients: Real world data in general practice. Heliyon 2024; 10:e30787. [PMID: 38765038 PMCID: PMC11096917 DOI: 10.1016/j.heliyon.2024.e30787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 04/30/2024] [Accepted: 05/06/2024] [Indexed: 05/21/2024] Open
Abstract
Aims the aim of the study was to analyze glomerular filtration ratio (GFR) changes in diabetic patients assisted by General Practitioners (GPs) evaluating the risk factors related to glomerular function. Methods patients with diabetes with at least three recorded values of creatinine were recruited in the study and GFR values were estimated. The quarterly percentage change in GFR for each patient was estimated. Nephrotoxic drugs were identified, and glucose-lowering drugs use was described. Linear regression analyses were performed to identify eGFR changes predictors. Results a total of 545 patients with diabetes were selected. According to the last eGFR values 64 (11.7 %) patients were classified in G1 stage, 277 (50,8 %) in G2, 175 (32.1 %) in G3a, 25 (4.6 %) in G3b and only 4 (0.7 %) in G4. Patients treated with at least one glucose-lowering drugs were 479 (87.9 %), most of them with biguanides (67.0 %). At least one nephrotoxic drug prescription was recorded in 524 (96.1 %) patients; proton pump inhibitors (74.7 %) and NSAIDs (71.6 %) were the most prescription classes. Heart failure, diabetes duration and preserved GFR values were related to reduced eGFR values. Conclusions patients with diabetes should be more carefully observed regardless of kidney risk factors and GFR values in clinical practice.
Collapse
Affiliation(s)
- Michelangelo Rottura
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125, Messina, Italy
| | - Selene Francesca Anna Drago
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125, Messina, Italy
| | - Viviana Maria Gianguzzo
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Messina, Italy
| | - Antonino Molonia
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125, Messina, Italy
| | - Giovanni Pallio
- Department of Biomedical and Dental Sciences and Morphological and Functional Imaging, University of Messina, Messina, Italy
| | | | | | - Angela Alibrandi
- Department of Economics Section of Statistical and Mathematical Sciences, University of Messina, Via dei Verdi, 98122, Messina, Italy
| | - Egidio Imbalzano
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125, Messina, Italy
| | - Francesco Squadrito
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125, Messina, Italy
| | - Natasha Irrera
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125, Messina, Italy
| | - Vincenzo Arcoraci
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125, Messina, Italy
| | - Audit & Research Messina Primary Care Group
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98125, Messina, Italy
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Messina, Italy
- Department of Biomedical and Dental Sciences and Morphological and Functional Imaging, University of Messina, Messina, Italy
- Italian Society of General Practice (SIMG), Messina, Italy
- Department of Economics Section of Statistical and Mathematical Sciences, University of Messina, Via dei Verdi, 98122, Messina, Italy
| |
Collapse
|
6
|
Li Y, Tian J, Hou T, Gu K, Yan Q, Sun S, Zhang J, Sun J, Liu L, Sheng CS, Pang Y, Cheng M, Wu C, Harris K, Shi Y, Bloomgarden ZT, Chalmers J, Fu C, Ning G. Association Between Age at Diabetes Diagnosis and Subsequent Incidence of Cancer: A Longitudinal Population-Based Cohort. Diabetes Care 2024; 47:353-361. [PMID: 38237119 PMCID: PMC10909688 DOI: 10.2337/dc23-0386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 11/02/2023] [Indexed: 02/25/2024]
Abstract
OBJECTIVE Diabetes presenting at a younger age has a more aggressive nature. We aimed to explore the association of age at type 2 diabetes mellitus (T2DM) diagnosis with subsequent cancer incidence in a large Chinese population. RESEARCH DESIGN AND METHODS The prospective population-based longitudinal cohort included 428,568 newly diagnosed T2DM patients from 2011 to 2018. Participants were divided into six groups according to their age at diagnosis: 20-54, 55-59, 60-64, 65-69, 70-74, and ≥75 years. The incidence of overall and 14 site-specific cancers was compared with the Shanghai general population including 100,649,346 person-years. RESULTS A total of 18,853 and 582,643 overall cancer cases were recorded in the T2DM cohort and the general population. The age-standardized rate of overall cancer in T2DM patients was 501 (95% CI: 491, 511) per 100,000 person-years, and the standardized incidence ratio (SIR) was 1.10 (1.09, 1.12). Younger age at T2DM diagnosis was associated with higher incidence of overall and site-specific cancers. SIRs for overall cancer with T2DM diagnosis at ages 20-54, 55-59, 60-64, 65-69, 70-74, and ≥75 years were 1.48 (1.41, 1.54), 1.30 (1.25, 1.35), 1.19 (1.15, 1.23), 1.16 (1.12, 1.20), 1.06 (1.02, 1.10), and 0.86 (0.84, 0.89), respectively. Similar trends were observed for site-specific cancers, including respiratory, colorectum, stomach, liver, pancreatic, bladder, central nervous system, kidney, and gallbladder cancer and lymphoma among both males and females. CONCLUSIONS Our findings highlight the necessity of stratifying management for T2DM according to age of diagnosis. As with a range of vascular outcomes, age-standardized cancer risks are greater in earlier compared with later onset T2DM.
Collapse
Affiliation(s)
- Yanyun Li
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Jingyan Tian
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tianzhichao Hou
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Kai Gu
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Qinghua Yan
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Siming Sun
- Moores Cancer Center, University of California San Diego, La Jolla, CA
| | - Jiange Zhang
- The Research Center of Chiral Drugs, Innovation Research Institute of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jiao Sun
- Department of Endocrinology, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Lili Liu
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Chang-Sheng Sheng
- Center for Epidemiological Studies and Clinical Trials and Center for Vascular Evaluation, Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yi Pang
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Minna Cheng
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Chunxiao Wu
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Katie Harris
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Yan Shi
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
- Shanghai Clinical Research Center for Aging and Medicine, Shanghai, China
| | - Zachary T. Bloomgarden
- Department of Medicine, Division of Endocrinology, Diabetes, and Bone Disease, Icahn School of Medicine at Mount Sinai, New York, NY
| | - John Chalmers
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Chen Fu
- Division of Chronic Non-Communicable Disease and Injury, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
- Shanghai Clinical Research Center for Aging and Medicine, Shanghai, China
| | - Guang Ning
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| |
Collapse
|
7
|
Lord J, Odoi A. Determinants of disparities of diabetes-related hospitalization rates in Florida: a retrospective ecological study using a multiscale geographically weighted regression approach. Int J Health Geogr 2024; 23:1. [PMID: 38184599 PMCID: PMC10771651 DOI: 10.1186/s12942-023-00360-5] [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: 06/03/2023] [Accepted: 12/04/2023] [Indexed: 01/08/2024] Open
Abstract
BACKGROUND Early diagnosis, control of blood glucose levels and cardiovascular risk factors, and regular screening are essential to prevent or delay complications of diabetes. However, most adults with diabetes do not meet recommended targets, and some populations have disproportionately high rates of potentially preventable diabetes-related hospitalizations. Understanding the factors that contribute to geographic disparities can guide resource allocation and help ensure that future interventions are designed to meet the specific needs of these communities. Therefore, the objectives of this study were (1) to identify determinants of diabetes-related hospitalization rates at the ZIP code tabulation area (ZCTA) level in Florida, and (2) assess if the strengths of these relationships vary by geographic location and at different spatial scales. METHODS Diabetes-related hospitalization (DRH) rates were computed at the ZCTA level using data from 2016 to 2019. A global ordinary least squares regression model was fit to identify socioeconomic, demographic, healthcare-related, and built environment characteristics associated with log-transformed DRH rates. A multiscale geographically weighted regression (MGWR) model was then fit to investigate and describe spatial heterogeneity of regression coefficients. RESULTS Populations of ZCTAs with high rates of diabetes-related hospitalizations tended to have higher proportions of older adults (p < 0.0001) and non-Hispanic Black residents (p = 0.003). In addition, DRH rates were associated with higher levels of unemployment (p = 0.001), uninsurance (p < 0.0001), and lack of access to a vehicle (p = 0.002). Population density and median household income had significant (p < 0.0001) negative associations with DRH rates. Non-stationary variables exhibited spatial heterogeneity at local (percent non-Hispanic Black, educational attainment), regional (age composition, unemployment, health insurance coverage), and statewide scales (population density, income, vehicle access). CONCLUSIONS The findings of this study underscore the importance of socioeconomic resources and rurality in shaping population health. Understanding the spatial context of the observed relationships provides valuable insights to guide needs-based, locally-focused health planning to reduce disparities in the burden of potentially avoidable hospitalizations.
Collapse
Affiliation(s)
- Jennifer Lord
- Department of Biomedical and Diagnostic Sciences, College of Veterinary Medicine, The University of Tennessee, Knoxville, TN, USA
| | - Agricola Odoi
- Department of Biomedical and Diagnostic Sciences, College of Veterinary Medicine, The University of Tennessee, Knoxville, TN, USA.
| |
Collapse
|
8
|
Rajendrakumar AL, Hapca SM, Nair ATN, Huang Y, Chourasia MK, Kwan RSY, Nangia C, Siddiqui MK, Vijayaraghavan P, Matthew SZ, Leese GP, Mohan V, Pearson ER, Doney ASF, Palmer CNA. Competing risks analysis for neutrophil to lymphocyte ratio as a predictor of diabetic retinopathy incidence in the Scottish population. BMC Med 2023; 21:304. [PMID: 37563596 PMCID: PMC10413718 DOI: 10.1186/s12916-023-02976-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 07/11/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is a major sight-threatening microvascular complication in individuals with diabetes. Systemic inflammation combined with oxidative stress is thought to capture most of the complexities involved in the pathology of diabetic retinopathy. A high level of neutrophil-lymphocyte ratio (NLR) is an indicator of abnormal immune system activity. Current estimates of the association of NLR with diabetes and its complications are almost entirely derived from cross-sectional studies, suggesting that the nature of the reported association may be more diagnostic than prognostic. Therefore, in the present study, we examined the utility of NLR as a biomarker to predict the incidence of DR in the Scottish population. METHODS The incidence of DR was defined as the time to the first diagnosis of R1 or above grade in the Scottish retinopathy grading scheme from type 2 diabetes diagnosis. The effect of NLR and its interactions were explored using a competing risks survival model adjusting for other risk factors and accounting for deaths. The Fine and Gray subdistribution hazard model (FGR) was used to predict the effect of NLR on the incidence of DR. RESULTS We analysed data from 23,531 individuals with complete covariate information. At 10 years, 8416 (35.8%) had developed DR and 2989 (12.7%) were lost to competing events (death) without developing DR and 12,126 individuals did not have DR. The median (interquartile range) level of NLR was 2.04 (1.5 to 2.7). The optimal NLR cut-off value to predict retinopathy incidence was 3.04. After accounting for competing risks at 10 years, the cumulative incidence of DR and deaths without DR were 50.7% and 21.9%, respectively. NLR was associated with incident DR in both Cause-specific hazard (CSH = 1.63; 95% CI: 1.28-2.07) and FGR models the subdistribution hazard (sHR = 2.24; 95% CI: 1.70-2.94). Both age and HbA1c were found to modulate the association between NLR and the risk of DR. CONCLUSIONS The current study suggests that NLR has a promising potential to predict DR incidence in the Scottish population, especially in individuals less than 65 years and in those with well-controlled glycaemic status.
Collapse
Affiliation(s)
- Aravind Lathika Rajendrakumar
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
- Biodemography of Aging Research Unit, Duke University, Durham, NC, 27708-0408, USA
| | - Simona M Hapca
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
- Division of Computing Science and Mathematics, University of Stirling, Stirling, FK9 4LA, Scotland
| | | | - Yu Huang
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
| | - Mehul Kumar Chourasia
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
- IQVIA, 3 Forbury Place, 23 Forbury Road, Reading, RG1 3JH, UK
| | - Ryan Shun-Yuen Kwan
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
- Beatson Institute for Cancer Research, Glasgow, UK
| | - Charvi Nangia
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
| | - Moneeza K Siddiqui
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
- Wolfson Institute of Population Health, Queen Mary University of London, London, E1 4NS, UK
| | | | | | - Graham P Leese
- Department of Medicine, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK
| | | | - Ewan R Pearson
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
| | - Alexander S F Doney
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK
| | - Colin N A Palmer
- Division of Population Health and Genomics, Ninewells Hospital, University of Dundee, Dundee, UK.
| |
Collapse
|
9
|
Zhang M, Xu G, Ruan L, Huang X, Zhang T. Clinical Characteristics and Surgical Outcomes of Complications of Proliferative Diabetic Retinopathy in Young versus Older Patients with Type 2 Diabetes. Diabetes Metab Syndr Obes 2023; 16:37-45. [PMID: 36760591 PMCID: PMC9843506 DOI: 10.2147/dmso.s382603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 11/24/2022] [Indexed: 01/18/2023] Open
Abstract
PURPOSE Proliferative diabetic retinopathy (PDR) is a leading vision-threatening disease. In this study, we investigated the clinical features of PDR and the surgical outcomes of its complications in patients with type 2 diabetes (T2D). PATIENTS AND METHODS We retrospectively reviewed the medical data of patients with T2D who underwent vitrectomy for PDR between January 2016 and June 2021. The patients were divided into two groups by age (young patients, < 45 years; older patients, ≥ 45 years). RESULTS There were 149 eyes (100 patients) in the young patient group and 315 eyes (256 patients) in the older patient group. The proportion of males and the proportion of patients requiring binocular surgery were much higher in the young patient group than in the older patient group (P = 0.005 and P < 0.001, respectively). In the young patient group, 26.2% of eyes had active fibrovascular proliferation compared with only 11.4% in the older patient group (P < 0.001). The final best-corrected visual acuity (BCVA) was significantly improved relative to the preoperative BCVA in both groups (P < 0.001). After surgery, there were no significant differences in the incidence of postoperative neovascular glaucoma (NVG) or recurrent vitreous hemorrhage (VH) between the two groups. The incidence of postoperative recurrent retinal detachment was higher in the young patient group (P = 0.033). The risk factors associated with the visual outcomes in the young patient group included preoperative BCVA (P < 0.001), renal diseases (P = 0.001), postoperative NVG (P < 0.001), and recurrent VH (P = 0.028). CONCLUSION In this retrospective study, young patients who underwent vitrectomy for PDR had more severe clinical characteristics before vitrectomy. However, vitrectomy (combined with cataract surgery when necessary) achieved better final visual outcomes in young patients than in older patients with T2D.
Collapse
Affiliation(s)
- Meng Zhang
- Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
- Institute of Eye Research, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
| | - Gezhi Xu
- Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
- Institute of Eye Research, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
| | - Lu Ruan
- Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
- Institute of Eye Research, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
| | - Xin Huang
- Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
- Institute of Eye Research, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
- Correspondence: Xin Huang; Ting Zhang, Department of Ophthalmology, Eye & ENT Hospital, Fudan University, 83 Fenyang Road, Shanghai, 200031, People’s Republic of China, Tel +86-21-64377134, Fax +86-21-64377151, Email ;
| | - Ting Zhang
- Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
- Institute of Eye Research, Eye & ENT Hospital, Fudan University, Shanghai, 200031, People’s Republic of China
| |
Collapse
|
10
|
Chia MA, Taylor JR, Stuart KV, Khawaja AP, Foster PJ, Keane PA, Turner AW. Prevalence of Diabetic Retinopathy in Indigenous and Non-Indigenous Australians: A Systematic Review and Meta-analysis. Ophthalmology 2023; 130:56-67. [PMID: 35931223 DOI: 10.1016/j.ophtha.2022.07.024] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 07/05/2022] [Accepted: 07/19/2022] [Indexed: 01/06/2023] Open
Abstract
TOPIC This systematic review and meta-analysis summarizes evidence relating to the prevalence of diabetic retinopathy (DR) among Indigenous and non-Indigenous Australians. CLINICAL RELEVANCE Indigenous Australians suffer disproportionately from diabetes-related complications. Exploring ethnic variation in disease is important for equitable distribution of resources and may lead to identification of ethnic-specific modifiable risk factors. Existing DR prevalence studies comparing Indigenous and non-Indigenous Australians have shown conflicting results. METHODS This study was conducted following Joanna Briggs Institute guidance on systematic reviews of prevalence studies (PROSPERO ID: CRD42022259048). We performed searches of Medline (Ovid), EMBASE, and Web of Science until October 2021, using a strategy designed by an information specialist. We included studies reporting DR prevalence among diabetic patients in Indigenous and non-Indigenous Australian populations. Two independent reviewers performed quality assessments using a 9-item appraisal tool. Meta-analysis and meta-regression were performed using double arcsine transformation and a random-effects model comparing Indigenous and non-Indigenous subgroups. RESULTS Fifteen studies with 8219 participants met criteria for inclusion. The Indigenous subgroup scored lower on the appraisal tool than the non-Indigenous subgroup (mean score 50% vs. 72%, P = 0.04). In the unadjusted meta-analysis, DR prevalence in the Indigenous subgroup (30.2%; 95% confidence interval [CI], 24.9-35.7) did not differ significantly (P = 0.17) from the non-Indigenous subgroup (23.7%; 95% CI, 16.8-31.4). After adjusting for age and quality, DR prevalence was higher in the Indigenous subgroup (P < 0.01), with prevalence ratio point estimates ranging from 1.72 to 2.58, depending on the meta-regression model. For the secondary outcomes, prevalence estimates were higher in the Indigenous subgroup for diabetic macular edema (DME) (8.7% vs. 2.7%, P = 0.02) and vision-threatening DR (VTDR) (8.6% vs. 3.0%, P = 0.03) but not for proliferative DR (2.5% vs. 0.8%, P = 0.07). CONCLUSIONS Indigenous studies scored lower for methodological quality, raising the possibility that systematic differences in research practices may be leading to underestimation of disease burden. After adjusting for age and quality, we found a higher DR prevalence in the Indigenous subgroup. This contrasts with a previous review that reported the opposite finding of lower DR prevalence using unadjusted pooled estimates. Future epidemiological work exploring DR burden in Indigenous communities should aim to address methodological weaknesses identified by this review.
Collapse
Affiliation(s)
- Mark A Chia
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom; Lions Outback Vision, Lions Eye Institute, Nedlands, Western Australia, Australia.
| | - Joshua R Taylor
- Lions Outback Vision, Lions Eye Institute, Nedlands, Western Australia, Australia
| | - Kelsey V Stuart
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Anthony P Khawaja
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Paul J Foster
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Pearse A Keane
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Angus W Turner
- Lions Outback Vision, Lions Eye Institute, Nedlands, Western Australia, Australia; University of Western Australia, Perth, Western Australia, Australia
| |
Collapse
|
11
|
Cherian J, Giridhar A, Sivaprasad S, Rajalakshmi R, Raman R, Khan R, Prakash N, Rodrigues AM. Predominant peripheral lesions in patients with diabetic retinopathy and its association with systemic comorbidities. Indian J Ophthalmol 2022; 70:3021-3025. [PMID: 35918965 PMCID: PMC9672741 DOI: 10.4103/ijo.ijo_172_22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose: To determine the associations of predominant peripheral lesions (PPLs) with systemic comorbidities in individuals with diabetic retinopathy. Methods: This is a multicenter cross-sectional observational study conducted across three tertiary eye care centers in south India between January 2019 and July 2021. Ultra-widefield fundus images of consecutive patients with varying severity of diabetic retinopathy with data on systemic comorbidities were classified based on the presence or absence of PPL. Systemic comorbidities (hypertension, diabetic kidney disease, coronary artery disease, dyslipidemia, and anemia) were compared between the two groups. Results: A total of 879 participants (70.1% males) were included in the study, of which 443 (50.4%) patients had PPL. The mean age of the study participants was 56 ± 10 years, mean age of onset of diabetes was 41.24 ± 11.6 years, and mean duration of diabetes was 15.39 ± 7.6 years. The number of PPL increased with increasing severity of DR. Of all the systemic comorbidities analyzed, we found that coronary artery disease (CAD) had a significant association with PPL (Odds ratio [OR]-1.69; 95% confidence interval [CI], 1.12–2.55; P = 0.013) after adjusting for diabetic retinopathy severity, duration of diabetes, and age of onset of diabetes. Conclusion: The presence of PPL is a marker for coronary artery disease and early referral to cardiology is warranted.
Collapse
Affiliation(s)
| | | | | | - R Rajalakshmi
- Dr. Mohan's Diabetes Specialities Centre (DMDSC) and Madras Diabetes Research Foundation (MDRF), Chennai, Tamil Nadu, India
| | - Rajiv Raman
- Shri Bhagwan Mahavir Vitreoretinal Services, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - Rehana Khan
- Sankara Nethralaya, Chennai, Tamil Nadu, India
| | | | | |
Collapse
|
12
|
Using Patient Health Profile Evaluation for Predicting the Likelihood of Retinopathy in Patients with Type 2 Diabetes: A Cross-Sectional Study Using Latent Profile Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19106084. [PMID: 35627621 PMCID: PMC9141098 DOI: 10.3390/ijerph19106084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 05/14/2022] [Accepted: 05/15/2022] [Indexed: 02/04/2023]
Abstract
Background: To determine whether long-term self-management among patients with type 2 diabetes mellitus has the risk of developing complications. Methods: We conducted a survey of self-management behavior using diabetes self-management scales (DMSES-C and TSRQ-d) from November 2019 to May 2020 linked with biomarkers (glucose, lipid profile, blood pressure, and kidney function), and the varying measure values were transformed into normal rate proportions. We performed latent profile analysis (LPA) to categorize the patient into different patient health profiles using five classes (C1-C5), and we predicted the risk of retinopathy after adjusting for covariates. Results: The patients in C1, C2, and C4 had a higher likelihood of retinopathy events than those in C5, with odds ratios (ORs) of 1.655, 2.168, and 1.788, respectively (p = 0.032). In addition, a longer duration of diabetes was correlated with an increased risk of retinopathy events as well as being elderly. Conclusions: Optimal biomarker health profiles and patients with strong motivation pertaining to their T2DM care yielded better outcomes. Health profiles portraying patient control of diabetes over the long term can categorize patients with T2DM into different behavior groups. Customizing diabetes care information into different health profiles raises awareness of control strategies for caregivers and patients.
Collapse
|
13
|
Rao BN, Quinn N, Januszewski AS, Peto T, Brazionis L, Aryal N, O'Connell RL, Li L, Summanen P, Scott R, O'Day J, Keech AC, Jenkins AJ. Retinopathy risk calculators in the prediction of sight-threatening diabetic retinopathy in type 2 diabetes: A FIELD substudy. Diabetes Res Clin Pract 2022; 186:109835. [PMID: 35314259 DOI: 10.1016/j.diabres.2022.109835] [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: 11/20/2021] [Revised: 02/08/2022] [Accepted: 03/16/2022] [Indexed: 01/09/2023]
Abstract
AIMS To evaluate the risk algorithm by Aspelund et al. for predicting sight-threatening diabetic retinopathy (STDR) in Type 2 diabetes (T2D), and to develop a new STDR prediction model. METHODS The Aspelund et al. algorithm was used to calculate STDR risk from baseline variables in 1012 participants in the Fenofibrate Intervention and Event Lowering in Diabetes (FIELD) ophthalmological substudy, compared to on-trial STDR status, and receiver operating characteristic analysis performed. Using multivariable logistic regression, traditional risk factors and fenofibrate allocation as STDR predictors were evaluated, with bootstrap-based optimism-adjusted estimates of predictive performance calculated. RESULTS STDR developed in 28 participants. The Aspelund et al. algorithm predicted STDR at 2- and 5-years with area under the curve (AUC) 0.86 (95% CI 0.77-0.94) and 0.86 (0.81-0.92), respectively. In the second model STDR risk factors were any DR at baseline (OR 24.0 [95% CI 5.53-104]), HbA1c (OR 1.95 [1.43-2.64]) and male sex (OR 4.34 [1.32-14.3]), while fenofibrate (OR 0.13 [0.05-0.38]) was protective. This model had excellent discriminatory ability (AUC = 0.89). CONCLUSIONS The algorithm by Aspelund et al. predicts STDR well in the FIELD ophthalmology substudy. Logistic regression analysis found DR at baseline, male sex, and HbA1c were predictive of STDR and, fenofibrate was protective.
Collapse
Affiliation(s)
- Benjamin N Rao
- NHMRC Clinical Trials Centre, The University of Sydney, Australia; Faculty of Medicine, Nursing and Health Sciences, Monash University, Australia
| | - Nicola Quinn
- NHMRC Clinical Trials Centre, The University of Sydney, Australia; Centre for Public Health, Queens University, Belfast, Northern Ireland, United Kingdom
| | | | - Tunde Peto
- Centre for Public Health, Queens University, Belfast, Northern Ireland, United Kingdom
| | - Laima Brazionis
- Department of Medicine, St. Vincent's Hospital Campus, The University of Melbourne, Australia
| | - Nanda Aryal
- NHMRC Clinical Trials Centre, The University of Sydney, Australia
| | | | - Liping Li
- NHMRC Clinical Trials Centre, The University of Sydney, Australia
| | - Paula Summanen
- Department of Ophthalmology, Helsinki University Hospital, University of Helsinki, Finland
| | - Russell Scott
- Lipid and Diabetes Research Group, Christchurch Hospital, Christchurch, New Zealand
| | - Justin O'Day
- Department of Ophthalmology, Royal Victorian Eye and Ear Hospital, The University of Melbourne, Australia
| | - Anthony C Keech
- NHMRC Clinical Trials Centre, The University of Sydney, Australia
| | - Alicia J Jenkins
- NHMRC Clinical Trials Centre, The University of Sydney, Australia; Centre for Public Health, Queens University, Belfast, Northern Ireland, United Kingdom; Department of Medicine, St. Vincent's Hospital Campus, The University of Melbourne, Australia.
| |
Collapse
|
14
|
Nabovati P, Khabazkhoob M, Fayaz F, Rajabi S, Asharlous A. Vision-related symptoms, accommodative and binocular vision performance in young diabetics vs. normal controls. Ophthalmic Physiol Opt 2022; 42:904-912. [PMID: 35238412 DOI: 10.1111/opo.12971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 02/02/2022] [Accepted: 02/03/2022] [Indexed: 11/28/2022]
Abstract
PURPOSE To compare accommodative and binocular vision performance between young diabetic subjects and normal controls, and to investigate the correlation of accommodative/binocular indices with the severity of diabetes. METHODS Thirty young subjects with diabetes mellitus (DM) and 30 age-matched normal controls were recruited in this hospital-based cross-sectional study. DM was diagnosed by a haemoglobin A1c (HbA1c) higher than 6.5%. The status of vision-related symptoms was examined by the convergence insufficiency symptoms survey (CISS). All participants underwent a complete optometric examination including visual acuity measurement, objective and subjective refraction, accommodative and binocular vision assessments. RESULTS All study participants were between 18 and 40 years of age. There were no statistically significant differences in best-corrected visual acuity (BCVA), sphere, cylinder and spherical equivalent refraction (SE) between the diabetes and control groups. The median near point of convergence (NPC) was significantly more remote in diabetics compared with the control group. Mean accommodative amplitude (AA) and vergence facility (VF) and the median monocular accommodative facility (AF) were significantly lower in diabetic subjects compared with normal controls. In addition, the median accommodative lag in the diabetic group was significantly higher than the control group. A significantly higher percentage of the diabetic group were symptomatic (26.6%), compared with the controls (6.6%). The NPC and accommodative lag showed a significant positive correlation with the HbA1c level, while VF, AA and AF exhibited a significant negative correlation with HbA1c. CONCLUSION Aspects of accommodative and binocular vision performance are strongly affected by DM. There is also a significant correlation between accommodative and binocular disorders with the severity of DM. A significant percentage of young subjects with DM have severe vision-related symptoms.
Collapse
Affiliation(s)
- Payam Nabovati
- Department of Optometry, School of Rehabilitation Sciences, Rehabilitation Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Mehdi Khabazkhoob
- Department of Basic Sciences Nursing, School of Nursing and Midwifery, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Faezeh Fayaz
- Department of Optometry, School of Rehabilitation Sciences, Rehabilitation Research Center, Iran University of Medical Sciences, Tehran, Iran
| | | | - Amir Asharlous
- Department of Optometry, School of Rehabilitation Sciences, Rehabilitation Research Center, Iran University of Medical Sciences, Tehran, Iran
| |
Collapse
|
15
|
Williams DM, Jones H, Stephens JW. Personalized Type 2 Diabetes Management: An Update on Recent Advances and Recommendations. Diabetes Metab Syndr Obes 2022; 15:281-295. [PMID: 35153495 PMCID: PMC8824792 DOI: 10.2147/dmso.s331654] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 01/18/2022] [Indexed: 12/19/2022] Open
Abstract
Previous guidelines for the treatment of people with type 2 diabetes mellitus (T2D) have relied heavily upon rigid algorithms for the sequential addition of pharmacotherapies to achieve target glycemic control. More recent guidelines advocate a personalized approach for diabetes treatment, to improve patient satisfaction, quality of life, medication adherence and overall health outcomes. Clinicians should work with patients to develop personalized goals for their treatment, including targeted glycemic control, weight management, prevention and treatment of associated comorbidities and avoidance of complications such as hypoglycemia. Factors that affect the intensity of treatment and choice of pharmacotherapy should include medical and patient influences. Medical considerations include the diabetes phenotype, biomarkers including genetic tests, and the presence of comorbidities such as cardiovascular, renal, or hepatic disease. Patient factors include their treatment preference, age and life expectancy, diabetes duration, hypoglycemia fear and unawareness, psychological and social circumstances. The use of a personalized approach in the management of people with T2D can reduce the cost and failure associated with the algorithmic "one-size-fits-all" approach, to anticipate disease progression, improve the response to diabetes pharmacotherapy and reduce the incidence of diabetes-associated complications. Ultimately, the use of personalized medicine in people with T2D should improve medication adherence, patient satisfaction and quality of life to reduce diabetes distress and improve physical health outcomes.
Collapse
Affiliation(s)
- David M Williams
- Department of Diabetes and Endocrinology, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 8NL, UK
- Correspondence: David M Williams, Diabetes Centre, Morriston Hospital, Swansea, SA6 6NL., UK, Tel +441792704078, Email
| | - Hannah Jones
- Department of Diabetes and Endocrinology, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 8NL, UK
| | - Jeffrey W Stephens
- Department of Diabetes and Endocrinology, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 8NL, UK
- Diabetes Research Group, Swansea University Medical School, Swansea University, Swansea, SA2 8PP, UK
| |
Collapse
|
16
|
Ke D, Hong Y, Jiang X, Sun X. Clinical Features and Vitreous Biomarkers of Early-Onset Type 2 Diabetes Mellitus Complicated with Proliferative Diabetic Retinopathy. Diabetes Metab Syndr Obes 2022; 15:1293-1303. [PMID: 35502410 PMCID: PMC9056107 DOI: 10.2147/dmso.s362074] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 04/13/2022] [Indexed: 11/23/2022] Open
Abstract
PURPOSE To compare the clinical features and vitreous biomarkers of proliferative diabetic retinopathy (PDR) between patients with early-onset and late-onset type 2 diabetes mellitus (T2DM). MATERIALS AND METHODS This case-control study analyzed the clinical data of 74 patients with PDR who underwent vitrectomy. The patients were divided into the early-onset (T2DM diagnosis age ≤ 40 years, n = 39) and late-onset (T2DM diagnosis age > 40 years, n = 35) groups. Thirty-six specimens were collected, and the liquid chip technology was used to detect the content of 27 types of cytokines in the vitreous. Differences in clinical features and cytokine levels between the two groups were evaluated. Bonferroni correction was applied for multiple comparisons. RESULTS Compared with the late-onset group, the levels of hemoglobin A1c (HbA1c) and total cholesterol were significantly higher in the early-onset group (P < 0.001 and P = 0.009, respectively). Patients with early-onset T2DM PDR had worse visual prognoses and a higher rate of postoperative recurrent vitreous hemorrhage. The results of cytokine detection showed that the levels of interleukin-4 (IL-4), IL-6, IL-8, IL-9, granulocyte colony-stimulating factor, interferon-γ, interferon-inducible 10 kDa, monocyte chemotactic protein 1, macrophage inflammatory protein (MIP)-1α, and MIP-1β in the early-onset group were significantly higher than those in the late-onset group (p < 0.0026). Age at diabetes diagnosis and HbA1c, IL-4, and regulated upon activation, normal T cell expressed and secreted levels were independent risk factors for visual acuity after undergoing vitrectomy. CONCLUSION Early-onset T2DM PDR patients had poor blood glucose and lipid metabolism, higher levels of inflammatory factors, and worse visual prognosis. Stricter metabolic management and earlier anti-inflammatory interventions may be required for patients with early-onset T2DM.
Collapse
Affiliation(s)
- DanDan Ke
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - YiYi Hong
- Research Center of Ophthalmic Diseases, Guangxi Academy of Medical Sciences & Department of Ophthalmology, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, People’s Republic of China
| | - XinNan Jiang
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - XuFang Sun
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
- Correspondence: XuFang Sun, Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie-Fang Road, Wuhan, People’s Republic of China, Email
| |
Collapse
|
17
|
Yen FS, Lo YR, Hwu CM, Hsu CC. Early-onset type 2 diabetes <60 years and risk of vascular complications. Diabetes Res Clin Pract 2021; 182:109129. [PMID: 34762996 DOI: 10.1016/j.diabres.2021.109129] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 10/04/2021] [Accepted: 11/02/2021] [Indexed: 01/09/2023]
Abstract
AIM To compare long-term outcomes among three groups with different ages of diabetes onset. METHOD 66,520 paired age-, and sex-matched persons with and without type 2 diabetes were selected from the Taiwan National Health Insurance Research Database from 2000 to 2012. Cox proportional hazards models were used to compare the outcomes. Using late-onset diabetes as a reference, adjusted difference in differences analyses were performed to assess excessive odds comparing diabetes versus non-diabetes for young-onset diabetes (YOD) and early-onset diabetes in the risks of mortality and vascular complications. RESULTS Persons with type 2 diabetes, irrespective of the onset age, had higher associated risks of all-cause mortality and vascular complications than their matched counterparts without diabetes. Compared to the odds of complications between those with diabetes and non-diabetes in the late-onset diabetes group, the excess odds in YOD are generally greater than in the early-onset diabetes (for stroke: 1.90 vs. 1.32; heart failure: 2.03 vs. 1.58; myocardial infarction: 3.02 vs. 1.56; and microvascular complications: 3.52 vs. 3.01). CONCLUSIONS Diabetes with different ages of onset may imply distinct long-term health outcomes. The persons with young-onset and early-onset diabetes seem to bear excess risk for mortality and vascular complications.
Collapse
Affiliation(s)
- Fu-Shun Yen
- Dr. Yen's Clinic, Gueishan District, Taoyuan, Taiwan
| | - Yu-Ru Lo
- Institute of Population Health Sciences, National Health Research Institutes, 35 Keyan Road, Zhunan, Miaoli County, Taiwan.
| | - Chii-Min Hwu
- Department of Medicine, National Yang-Ming University School of Medicine, Beitou District, Taipei, Taiwan; Section of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Beitou District, Taipei, Taiwan.
| | - Chih-Cheng Hsu
- Institute of Population Health Sciences, National Health Research Institutes, 35 Keyan Road, Zhunan, Miaoli County, Taiwan; Department of Health Services Administration, China Medical University, Taichung, Taiwan; Department of Family Medicine, Min-Sheng General Hospital, Taoyuan, Taiwan.
| |
Collapse
|
18
|
Kumar K, Baliga G, Babu N, Rajan RP, Kumar G, Mishra C, Chitra R, Ramasamy K. Clinical features and surgical outcomes of complications of proliferative diabetic retinopathy in young adults with type 1 diabetes mellitus versus type 2 diabetes mellitus - A comparative observational study. Indian J Ophthalmol 2021; 69:3289-3295. [PMID: 34708790 PMCID: PMC8725156 DOI: 10.4103/ijo.ijo_1293_21] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Purpose: To evaluate the clinical profile, visual outcomes, and complications among young adult patients with type 1 diabetes mellitus (insulin-dependent DM-T1DM) in comparison with patients with type 2 diabetes mellitus (T2DM) undergoing vitrectomy for complications of proliferative diabetic retinopathy (PDR). Methods: A retrospective review of patients between 18 and 45 years with T1DM undergoing vitrectomy for complications of PDR between June 2017 and June 2019, with a minimum follow-up of 12 months. Consecutive patients between 30 and 45 years with type 2 diabetes (non-insulin-dependent DM-T2DM) who underwent vitrectomy for the same indications were retrospectively enrolled as the control group. Results: There were 42 eyes (28 patients) in the T1DM group and 58 eyes (47 patients) in the T2DM group. The average age at operation was 35.9 ± 6.88 years and 39.8 ± 3.03 years, respectively (P < 0.001). At the end of follow-up, the mean logarithm of the minimum angle of resolution (logMAR) best-corrected visual acuity (BCVA) improved from 1.53 ± 0.55 to 1.30 ± 0.93 (P value 0.07) in the T1DM group and from 1.59 ± 0.46 to 1.00 ± 0.78 in the T2DM group (P = 0.0001). The rate of the primary and final reattachment was 76.2% and 88.1% in the T1DM group and 84.5% and 96.6% in the T2DM group. Preoperative macular tractional retinal detachment (MTRD) and neovascular glaucoma (NVG) in both the groups, chronic kidney disease (CKD) and lack of preoperative Pan retinal photocoagulation (PRP) in the T1DM group, hypertension (HTN) and, resurgery in the T2DM group, were risk factors for poor vision at the final follow-up. Conclusion: The visual and anatomic outcomes were poorer in the T1DM patients which could be due to the longer duration of diabetes with worse glycemic control, associated comorbidities like CKD, and a higher incidence of MTRD.
Collapse
Affiliation(s)
- Karthik Kumar
- Department of Vitreo-Retinal Services, Aravind Eye Hospital and Post Graduate Institute of Ophthalmology, Madurai, Tamil Nadu, India
| | - Girish Baliga
- Department of Vitreo-Retinal Services, Aravind Eye Hospital and Post Graduate Institute of Ophthalmology, Madurai, Tamil Nadu, India
| | - Naresh Babu
- Department of Vitreo-Retinal Services, Aravind Eye Hospital and Post Graduate Institute of Ophthalmology, Madurai, Tamil Nadu, India
| | - Renu P Rajan
- Department of Vitreo-Retinal Services, Aravind Eye Hospital and Post Graduate Institute of Ophthalmology, Madurai, Tamil Nadu, India
| | - Gautam Kumar
- Department of Vitreo-Retinal Services, Aravind Eye Hospital and Post Graduate Institute of Ophthalmology, Madurai, Tamil Nadu, India
| | - Chitaranjan Mishra
- Department of Vitreo-Retinal Services, Aravind Eye Hospital and Post Graduate Institute of Ophthalmology, Madurai, Tamil Nadu, India
| | - R Chitra
- Department of Biostatistics, Aravind Medical Research Foundation, Madurai, Tamil Nadu, India
| | - Kim Ramasamy
- Department of Vitreo-Retinal Services, Aravind Eye Hospital and Post Graduate Institute of Ophthalmology, Madurai, Tamil Nadu, India
| |
Collapse
|
19
|
Wu H, Lau ESH, Yang A, Fan B, Ma RCW, Kong APS, Chow E, So WY, Chan JCN, Luk AOY. Young age at diabetes diagnosis amplifies the effect of diabetes duration on risk of chronic kidney disease: a prospective cohort study. Diabetologia 2021; 64:1990-2000. [PMID: 34121143 DOI: 10.1007/s00125-021-05494-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Accepted: 03/17/2021] [Indexed: 12/16/2022]
Abstract
AIMS/HYPOTHESIS We postulated that the increased lifetime risk of chronic kidney disease (CKD) in young-onset diabetes is attributable to both long disease duration and more aggressive disease. We examined whether age at diabetes diagnosis modifies the effect of diabetes duration on risk of CKD. METHODS We included 436,744 people with incident type 2 diabetes in the Hong Kong Diabetes Surveillance Database (HKDSD) and 16,979 people with prevalent type 2 diabetes in the Hong Kong Diabetes Register (HKDR). We used Poisson models to describe joint effects of age at diabetes diagnosis, diabetes duration and attained age on incidence of CKD in HKDSD. We used Cox proportional hazards models to examine interaction effect of age at diabetes diagnosis and diabetes duration on risk of CKD with adjustment for confounders in HKDR. RESULTS During a median follow-up of 5.3 years, 134,043 cases of CKD were recorded in the HKDSD. The incidence rate ratio for CKD comparing people of the same attained age but diagnosed with diabetes at ages 5 years apart was higher for people with a younger age at diabetes diagnosis, but decreased with increasing age at diabetes diagnosis. During a median follow-up of 6.3 years, 6500 people developed CKD in the HKDR. The increased risk of CKD with longer diabetes duration decreased with older age at diabetes diagnosis. The adjusted HR for CKD associated with 5 year increase in diabetes duration was 1.37 (95% CI 1.13, 1.65) in people with diabetes diagnosed at 20-29 years and 1.01 (95% CI 0.87, 1.18) in those diagnosed at ≥70 years. CONCLUSIONS/INTERPRETATION Young age at diabetes diagnosis amplified the effect of increasing diabetes duration on increased risk of CKD.
Collapse
Affiliation(s)
- Hongjiang Wu
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
| | - Eric S H Lau
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
| | - Aimin Yang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
| | - Baoqi Fan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
| | - Ronald C W Ma
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
| | - Alice P S Kong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
| | - Elaine Chow
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
| | - Wing-Yee So
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
- Hong Kong Hospital Authority, Hong Kong, Special Administrative Region, People's Republic of China
| | - Juliana C N Chan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China
| | - Andrea O Y Luk
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, Special Administrative Region, People's Republic of China.
| |
Collapse
|
20
|
Yen FS, Cheng-Chung Wei J, Liu JS, Hsu CC, Hwu CM. Outcomes of second-line oral antidiabetic drugs in persons with young-onset type 2 diabetes. Diabetes Res Clin Pract 2021; 177:108928. [PMID: 34171441 DOI: 10.1016/j.diabres.2021.108928] [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: 10/27/2020] [Revised: 05/20/2021] [Accepted: 06/18/2021] [Indexed: 01/19/2023]
Abstract
AIM People with young-onset diabetes (YOD) exhibit a higher risk of morbidity and mortality than those with late-onset diabetes. Few studies have explored the preferred management of diabetes in such patients. We compared the risks of hospitalization and mortality among people with YOD to whom second-line oral antidiabetic drugs (OADs) were administered. METHODS 7257 people taking second-line OADs after initial metformin therapy were enrolled during 2009-2014. Using add-on sulfonylureas (SUs) as a reference, the multivariable Cox regression model was used to compare the hospitalization and mortality risks among 5 categories of second-line OADs: alpha-glucosidase inhibitors, meglitinide, dipeptidyl peptidase-4 (DPP-4) inhibitors, SUs, and thiazolidinediones. RESULTS After baseline characteristics, comorbidities, duration of diabetes, and drug use were controlled, the adjusted hazard ratios and 95% confidence interval for all-cause, cardiovascular, and non-infection hospitalization and all-cause mortality for metformin plus DPP-4 inhibitors were 0.62 (0.52-0.73), 0.49 (0.29-0.85), 0.64 (0.54-0.76), and 0.50 (0.27-0.92), respectively, when compared with the data for metformin plus SUs. CONCLUSIONS Among people with YOD, taking add-on DPP-4 inhibitors was associated with lower risks of all-cause hospitalization and mortality than taking add-on SUs. DPP-4 inhibitors thus seem to be a suitable second-line OAD for such patients.
Collapse
Affiliation(s)
- Fu-Shun Yen
- Dr. Yen's Clinic, No. 15, Shanying Road, Gueishan District, Taoyuan 33354, Taiwan
| | - James Cheng-Chung Wei
- Institute of Medicine, Chung Shan Medical University, No. 110, Sec. 1, Jianguo N. Rd., South District, Taichung City 40201, Taiwan; Department of Medicine, Chung Shan Medical University Hospital, No. 110, Sec. 1, Jianguo N. Rd., South District, Taichung City 40201, Taiwan; Graduate Institute of Integrated Medicine, China Medical University, No.91, Hsueh-Shih Road, Taichung 40402, Taiwan
| | - Jia-Sin Liu
- Institute of Population Health Sciences, National Health Research Institutes, 35 Keyan Road, Zhunan, Miaoli County 35053, Taiwan
| | - Chih-Cheng Hsu
- Institute of Population Health Sciences, National Health Research Institutes, 35 Keyan Road, Zhunan, Miaoli County 35053, Taiwan; Department of Health Services Administration, China Medical University, No.91, Hsueh-Shih Road, Taichung 40402, Taiwan; Department of Family Medicine, Min-Sheng General Hospital, 168 ChingKuo Road, Taoyuan 33044, Taiwan.
| | - Chii-Min Hwu
- Department of Medicine, National Yang-Ming University School of Medicine, No.155, Sec.2, Linong Street, Taipei 11221, Taiwan; Section of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, No.201, Sec. 2, Shipai Road, Beitou District, Taipei 11217, Taiwan.
| |
Collapse
|
21
|
Cho SI, Kim YE, Jo SJ. Association of Metabolic Comorbidities with Pediatric Psoriasis: A Systematic Review and Meta-Analysis. Ann Dermatol 2021; 33:203-213. [PMID: 34079179 PMCID: PMC8137323 DOI: 10.5021/ad.2021.33.3.203] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 09/20/2020] [Accepted: 10/05/2020] [Indexed: 01/19/2023] Open
Abstract
Background An evident relationship has been shown between psoriasis and metabolic comorbidities. However, the results in pediatric psoriasis vary from study to study, and no meta-analysis exists on the association of metabolic comorbidities with pediatric psoriasis. Objective To evaluate the association between psoriasis and metabolic comorbidities in pediatric patients. Methods We searched articles published in PubMed, EMBASE, and Cochrane Library databases from inception to April 30, 2019. All observational studies reporting the prevalence of obesity or metabolic comorbidities in pediatric patients with psoriasis were included. Results The meta-analysis included 16 unique studies meeting the inclusion criteria. The pooled odds ratios in pediatric patients with psoriasis was 2.40 (95% confidence interval [CI], 1.60~3.59) for obesity (13 studies), 2.73 (95% CI, 1.79~4.17) for hypertension (8 studies), 2.01 (95% CI, 1.09~3.73) for diabetes mellitus (8 studies), 1.67 (95% CI, 1.42~1.97) for dyslipidemia (7 studies), and 7.49 (95% CI, 1.86~30.07) for metabolic syndrome (4 studies). Conclusion Pediatric patients with psoriasis showed a significantly higher prevalence of obesity, hypertension, diabetes, dyslipidemia, and metabolic syndrome. Adequate monitoring and timely management of metabolic comorbidities should be considered in these patients.
Collapse
Affiliation(s)
- Soo Ick Cho
- Department of Dermatology, Seoul National University College of Medicine, Seoul, Korea
| | - Ye Eun Kim
- Department of Dermatology, Seoul National University College of Medicine, Seoul, Korea
| | - Seong Jin Jo
- Department of Dermatology, Seoul National University College of Medicine, Seoul, Korea
| |
Collapse
|
22
|
Wang R, Miao Z, Liu T, Liu M, Grdinovac K, Song X, Liang Y, Delen D, Paiva W. Derivation and Validation of Essential Predictors and Risk Index for Early Detection of Diabetic Retinopathy Using Electronic Health Records. J Clin Med 2021; 10:jcm10071473. [PMID: 33918304 PMCID: PMC8038185 DOI: 10.3390/jcm10071473] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/18/2021] [Accepted: 03/30/2021] [Indexed: 01/03/2023] Open
Abstract
Diabetic retinopathy (DR) is a leading cause for blindness among working-aged adults. The growing prevalence of diabetes urges for cost-effective tools to improve the compliance of eye examinations for early detection of DR. The objective of this research is to identify essential predictors and develop predictive technologies for DR using electronic health records. We conducted a retrospective analysis on a derivation cohort with 3749 DR and 94,127 non-DR diabetic patients. In the analysis, an ensemble predictor selection method was employed to find essential predictors among 26 variables in demographics, duration of diabetes, complications and laboratory results. A predictive model and a risk index were built based on the selected, essential predictors, and then validated using another independent validation cohort with 869 DR and 6448 non-DR diabetic patients. Out of the 26 variables, 10 were identified to be essential for predicting DR. The predictive model achieved a 0.85 AUC on the derivation cohort and a 0.77 AUC on the validation cohort. For the risk index, the AUCs were 0.81 and 0.73 on the derivation and validation cohorts, respectively. The predictive technologies can provide an early warning sign that motivates patients to comply with eye examinations for early screening and potential treatments.
Collapse
Affiliation(s)
- Ru Wang
- Department of Statistics, Oklahoma State University, Stillwater, OK 74078, USA; (R.W.); (Y.L.)
| | - Zhuqi Miao
- Center for Health Systems Innovation, Oklahoma State University, Tulsa, OK 74119, USA; (D.D.); (W.P.)
- Correspondence: ; Tel.: +1-405-744-3105
| | - Tieming Liu
- School of Industrial Engineering and Management, Oklahoma State University, Stillwater, OK 74078, USA;
| | - Mei Liu
- Division of Medical Informatics, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS 66160, USA;
| | - Kristine Grdinovac
- Division of Endocrinology, Metabolism, and Genetics, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS 66160, USA;
| | - Xing Song
- Department of Health Management and Informatics, University of Missouri, Columbia, MO 65212, USA;
| | - Ye Liang
- Department of Statistics, Oklahoma State University, Stillwater, OK 74078, USA; (R.W.); (Y.L.)
| | - Dursun Delen
- Center for Health Systems Innovation, Oklahoma State University, Tulsa, OK 74119, USA; (D.D.); (W.P.)
- Department of Management Science & Information Systems, Oklahoma State University, Tulsa, OK 74106, USA
| | - William Paiva
- Center for Health Systems Innovation, Oklahoma State University, Tulsa, OK 74119, USA; (D.D.); (W.P.)
| |
Collapse
|
23
|
Drinkwater JJ, Chen FK, Brooks AM, Davis BT, Turner AW, Davis TME, Davis WA. The association between carotid disease, arterial stiffness and diabetic retinopathy in type 2 diabetes: the Fremantle Diabetes Study Phase II. Diabet Med 2021; 38:e14407. [PMID: 32961604 DOI: 10.1111/dme.14407] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 08/24/2020] [Accepted: 09/11/2020] [Indexed: 11/30/2022]
Abstract
AIM To determine whether macrovascular disease assessed by carotid ultrasonography and arterial stiffness by pulse wave velocity are independently associated with diabetic retinopathy in type 2 diabetes. METHODS A random subgroup of surviving participants with type 2 diabetes from the Fremantle Diabetes Study Phase II were invited to take part in this sub-study in 2018-2019. In addition to standardized questionnaires, a physical examination and fasting biochemical tests, each underwent dilated colour fundus photography, carotid arterial ultrasonography with measurement of the intima-media thickness (IMT) and quantification of the degree of stenosis, and pulse wave analysis calculation of the carotid-femoral pulse wave velocity (cfPWV). The cross-sectional association between arterial disease parameters and diabetic retinopathy was assessed using generalized estimating equation models which enabled both eyes to be included in the analysis. RESULTS Some 270 participants [mean ± sd age 72 ± 9 years, 153 (57%) men and median (IQR) diabetes duration 15 (11-22) years] were included in analysis. Of 524 assessable eyes, 82 (16%) had diabetic retinopathy. In multivariable analysis, significant independent associates of diabetic retinopathy were age at diabetes diagnosis (inversely), HbA1c , insulin treatment and urinary albumin to creatinine ratio (all P ≤ 0.022), as well as cfPWV [odds ratio (OR) 1.13, 95% confidence interval (CI) 1.03, 1.23 per 1 m/s increase; P = 0.008] and common carotid artery (CCA) IMT ≥1 mm (OR 2.95, 95% CI 1.21, 7.23; P = 0.018). CONCLUSIONS The association between diabetic retinopathy and CCA IMT suggests that carotid disease may share cardiovascular risk factors with diabetic retinopathy. The association between diabetic retinopathy and cfPWV may reflect the consequences of altered intravascular haemodynamics.
Collapse
Affiliation(s)
- J J Drinkwater
- Medical School, The University of Western Australia, Fremantle Hospital, Fremantle, Australia
| | - F K Chen
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Australia
- Department of Ophthalmology, Royal Perth Hospital, Perth, Australia
- Department of Ophthalmology, Perth Children's Hospital, Nedlands, Australia
| | - A M Brooks
- Medical School, The University of Western Australia, Fremantle Hospital, Fremantle, Australia
| | - B T Davis
- SKG Radiology, St John of God Hospital, Subiaco, Western Australia, Australia
| | - A W Turner
- Centre for Ophthalmology and Visual Science (incorporating Lions Eye Institute), The University of Western Australia, Nedlands, Australia
| | - T M E Davis
- Medical School, The University of Western Australia, Fremantle Hospital, Fremantle, Australia
| | - W A Davis
- Medical School, The University of Western Australia, Fremantle Hospital, Fremantle, Australia
| |
Collapse
|
24
|
Nanayakkara N, Curtis AJ, Heritier S, Gadowski AM, Pavkov ME, Kenealy T, Owens DR, Thomas RL, Song S, Wong J, Chan JCN, Luk AOY, Penno G, Ji L, Mohan V, Amutha A, Romero-Aroca P, Gasevic D, Magliano DJ, Teede HJ, Chalmers J, Zoungas S. Impact of age at type 2 diabetes mellitus diagnosis on mortality and vascular complications: systematic review and meta-analyses. Diabetologia 2021; 64:275-287. [PMID: 33313987 PMCID: PMC7801294 DOI: 10.1007/s00125-020-05319-w] [Citation(s) in RCA: 153] [Impact Index Per Article: 38.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 09/02/2020] [Indexed: 01/13/2023]
Abstract
AIMS/HYPOTHESIS Few studies examine the association between age at diagnosis and subsequent complications from type 2 diabetes. This paper aims to summarise the risk of mortality, macrovascular complications and microvascular complications associated with age at diagnosis of type 2 diabetes. METHODS Data were sourced from MEDLINE and All EBM (Evidence Based Medicine) databases from inception to July 2018. Observational studies, investigating the effect of age at diabetes diagnosis on macrovascular and microvascular diabetes complications in adults with type 2 diabetes were selected according to pre-specified criteria. Two investigators independently extracted data and evaluated all studies. If data were not reported in a comparable format, data were obtained from authors, presented as minimally adjusted ORs (and 95% CIs) per 1 year increase in age at diabetes diagnosis, adjusted for current age for each outcome of interest. The study protocol was recorded with PROSPERO International Prospective Register of Systematic Reviews (CRD42016043593). RESULTS Data from 26 observational studies comprising 1,325,493 individuals from 30 countries were included. Random-effects meta-analyses with inverse variance weighting were used to obtain the pooled ORs. Age at diabetes diagnosis was inversely associated with risk of all-cause mortality and macrovascular and microvascular disease (all p < 0.001). Each 1 year increase in age at diabetes diagnosis was associated with a 4%, 3% and 5% decreased risk of all-cause mortality, macrovascular disease and microvascular disease, respectively, adjusted for current age. The effects were consistent for the individual components of the composite outcomes (all p < 0.001). CONCLUSIONS/INTERPRETATION Younger, rather than older, age at diabetes diagnosis was associated with higher risk of mortality and vascular disease. Early and sustained interventions to delay type 2 diabetes onset and improve blood glucose levels and cardiovascular risk profiles of those already diagnosed are essential to reduce morbidity and mortality. Graphical abstract.
Collapse
Affiliation(s)
- Natalie Nanayakkara
- School Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Andrea J Curtis
- School Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Stephane Heritier
- School Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Adelle M Gadowski
- School Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Meda E Pavkov
- Centers for Disease Control and Prevention, Division for Diabetes Translation, Atlanta, GA, USA
| | - Timothy Kenealy
- Department of Medicine, University of Auckland, Auckland, New Zealand
| | - David R Owens
- Diabetes Research Group, Swansea University Medical School, Swansea, Wales, UK
| | - Rebecca L Thomas
- Diabetes Research Group, Swansea University Medical School, Swansea, Wales, UK
| | - Soon Song
- Department of Diabetes, Northern General Hospital, Sheffield, UK
| | - Jencia Wong
- Royal Prince Alfred Hospital, Camperdown, NSW, Australia
| | - Juliana C-N Chan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, Shenzhen, People's Republic of China
| | - Andrea O-Y Luk
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, Shenzhen, People's Republic of China
| | - Giuseppe Penno
- Diabetes and Metabolic Disease Section, Department of Clinical and Experimental Medicine, Azienda Ospedaliero-Universitaria Pisana University of Pisa, Pisa, Italy
| | - Linong Ji
- Department of Endocrinology, Peking University People's Hospital, Xicheng District, Beijing, China
| | - Viswanathan Mohan
- Madras Diabetes Research Foundation & Dr Mohan's Diabetes Specialities Centre, Chennai, India
| | - Anandakumar Amutha
- Madras Diabetes Research Foundation & Dr Mohan's Diabetes Specialities Centre, Chennai, India
| | | | - Danijela Gasevic
- School Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
- Usher Institute, University of Edinburgh, Old Medical School, Teviot Place, Edinburgh, UK.
| | - Dianna J Magliano
- School Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Helena J Teede
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, Australia
| | - John Chalmers
- The George Institute for Global Health, Camperdown, NSW, Australia
| | - Sophia Zoungas
- School Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
- The George Institute for Global Health, Camperdown, NSW, Australia.
| |
Collapse
|
25
|
Yuan J, Zhang L, Jia P, Xin Z, Yang JK. Early Onset Age Increased the Risk of Diabetic Retinopathy in Type 2 Diabetes Patients with Duration of 10-20 Years and HbA1C ≥7%: A Hospital-Based Case-Control Study. Int J Endocrinol 2021; 2021:5539654. [PMID: 34221009 PMCID: PMC8213493 DOI: 10.1155/2021/5539654] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 06/01/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The relationship between onset age of diabetes and diabetic retinopathy (DR) is controversy and not concluded. Therefore, this hospital-based case-control study aimed to investigate the influence of diabetes onset age on the development of DR in patients with type 2 diabetes (T2D), independent of diabetic duration and HbA1c levels. METHODS A sample of 780 T2D patients with diabetic duration of 10-20 years and glycated hemoglobin (HbA1c) ≥7% were enrolled in the study. 338 T2D patients with onset age ≤45 years were further selected as cases (early onset) and 79 with onset age ≥ 55 years were chosen as controls (elderly onset). International Clinical Diabetic Retinopathy Disease Severity Scale was applied to estimate the severity of DR. RESULTS The prevalence of DR and proliferative diabetic retinopathy (PDR) was notably increased in the early onset group. When stratified by duration of diabetes, the impact of younger age on the risk of DR turned to be greatest in patients with diabetic duration ≥15 years (OR = 5.202, 95% CI 2.625-10.310). In groups stratified by HbA1c, the risk of DR was highest in patients with younger onset age and HbA1c ≥ 9% (OR = 3.889, 95% CI 1.852-8.167). Compared with the elderly onset group, the risk of DR (OR = 1.776, 95% CI = 1.326-2.380, p < 0.001) and PDR (OR = 1.605, 95% CI = 1.106-2.329, p = 0.013) in younger diagnosed patients was increased after multivariable adjustment. CONCLUSIONS Age of onset was an independent risk factor for developing DR and PDR. This suggests that it is urgent to closely monitor and treat the metabolic disorders in younger T2D patients to delay the occurrence and progression of DR.
Collapse
Affiliation(s)
- Jing Yuan
- Department of Endocrinology, Beijing Tongren Hospital, Capital Medical University, 1 Dong Jiao Min Xiang, Beijing 100730, China
| | - Lin Zhang
- Department of Endocrinology, Beijing Tongren Hospital, Capital Medical University, 1 Dong Jiao Min Xiang, Beijing 100730, China
| | - Pu Jia
- Department of Orthopaedics, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China
| | - Zhong Xin
- Department of Endocrinology, Beijing Tongren Hospital, Capital Medical University, 1 Dong Jiao Min Xiang, Beijing 100730, China
| | - Jin-Kui Yang
- Department of Endocrinology, Beijing Tongren Hospital, Capital Medical University, 1 Dong Jiao Min Xiang, Beijing 100730, China
| |
Collapse
|
26
|
Boonsaen T, Choksakunwong S, Lertwattanarak R. Prevalence of and Factors Associated with Diabetic Retinopathy in Patients with Diabetes Mellitus at Siriraj Hospital - Thailand's Largest National Tertiary Referral Center. Diabetes Metab Syndr Obes 2021; 14:4945-4957. [PMID: 35002267 PMCID: PMC8721031 DOI: 10.2147/dmso.s346719] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 12/14/2021] [Indexed: 12/12/2022] Open
Abstract
PURPOSE We aimed to determine the prevalence of and factors associated with diabetic retinopathy (DR) in patients with diabetes mellitus (DM) and to evaluate the relationship between significant factors and severity of DR. PATIENTS AND METHODS A retrospective cross-sectional study of 1130 diabetic patients (mean age: 60 years, 62.7% female, 91% type 2 diabetes) was conducted in the diabetes clinic of Siriraj Hospital (Bangkok, Thailand) during January 2012 to June 2015. DR was graded as absent, mild, moderate, or severe non-proliferative DR, or proliferative DR. Multivariate logistic regression analysis was used to identify independent risk factors for DR in DM patients. RESULTS The overall prevalence of DR was 34.78%. Multivariate analysis revealed duration of diabetes, glycated hemoglobin level (HbA1c), presence of albuminuria, and abnormal protective sensation to be independent risk factors for DR. The prevalence of DR increased with longer duration of diabetes (p < 0.001), deterioration of glucose control (p = 0.006 for HbA1c), presence of significant albuminuria (p = 0.010), and loss of protective sensation (p = 0.001). CONCLUSION In this study, one-third of DM were found to have DR. The independent predictors of DR were duration of diabetes, HbA1c level, presence of significant albuminuria, and impaired protective sensation. Heightened awareness of these risk factors will decrease the prevalence and severity of DR, and will improve early diagnosis and treatment of DR.
Collapse
Affiliation(s)
- Thirajit Boonsaen
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Sawaraj Choksakunwong
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Raweewan Lertwattanarak
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Correspondence: Raweewan Lertwattanarak Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok, 10700, ThailandTel +66-2-419-7799Fax +66-2-419-7792 Email
| |
Collapse
|
27
|
Evans M, Morgan AR, Patel D, Dhatariya K, Greenwood S, Newland-Jones P, Hicks D, Yousef Z, Moore J, Kelly B, Davies S, Dashora U. Risk Prediction of the Diabetes Missing Million: Identifying Individuals at High Risk of Diabetes and Related Complications. Diabetes Ther 2021; 12:87-105. [PMID: 33190216 PMCID: PMC7843706 DOI: 10.1007/s13300-020-00963-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 10/28/2020] [Indexed: 01/08/2023] Open
Abstract
Early diagnosis and effective management of type 2 diabetes (T2D) are crucial in reducing the risk of developing life-changing complications such as heart failure, stroke, kidney disease, blindness and amputation, which are also associated with significant costs for healthcare providers. However, as T2D symptoms often develop slowly it is not uncommon for people to live with T2D for years without being aware of their condition-commonly known as the undiagnosed missing million. By the time a diagnosis is received, many individuals will have already developed serious complications. While the existence of undiagnosed diabetes has long been recognised, wide-reaching awareness among the general public, clinicians and policymakers is lacking, and there is uncertainty in how best to identify high-risk individuals. In this article we have used consensus expert opinion alongside the available evidence, to provide support for the diabetes healthcare community regarding risk prediction of the missing million. Its purpose is to provide awareness of the risk factors for identifying individuals at high, moderate and low risk of T2D and T2D-related complications. The awareness of risk predictors, particularly in primary care, is important, so that appropriate steps can be taken to reduce the clinical and economic burden of T2D and its complications.
Collapse
Affiliation(s)
- Marc Evans
- Diabetes Resource Centre, University Hospital Llandough, Cardiff, UK.
| | | | - Dipesh Patel
- Department of Diabetes, Division of Medicine, University College London, Royal Free NHS Trust, London, UK
| | - Ketan Dhatariya
- Elsie Bertram Diabetes Centre, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
| | - Sharlene Greenwood
- Renal Medicine, King's College Hospital, London, UK
- Renal Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | | | | | - Zaheer Yousef
- Wales Heart Research Institute, Cardiff University, Cardiff, UK
| | - Jim Moore
- Stoke Road Surgery, Bishop's Cleeve, Cheltenham, UK
| | | | | | - Umesh Dashora
- East Sussex Healthcare NHS Trust, St Leonards-on-Sea, UK
| |
Collapse
|
28
|
Liao M, Wang X, Yu J, Meng X, Liu Y, Dong X, Li J, Brant R, Huang B, Yan H. Characteristics and outcomes of vitrectomy for proliferative diabetic retinopathy in young versus senior patients. BMC Ophthalmol 2020; 20:416. [PMID: 33076873 PMCID: PMC7574415 DOI: 10.1186/s12886-020-01688-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 10/08/2020] [Indexed: 01/06/2023] Open
Abstract
Background Proliferative diabetic retinopathy (PDR) is one of the most common cause of vision loss in diabetic patients, and the incidence age of PDR patients gradually gets younger. This study aims to compare the characteristics of PDR and outcomes following vitrectomy in young and senior patients. Methods This is a retrospective case series study. Data of 116 eyes of 92 patients who underwent vitrectomy for PDR from February 2012 to February 2017 were reviewed, which were divided into young and senior patient groups. All patients were followed up for 24 months at least. Results There were 62.1% of eyes with tractional retinal detachment secondary to PDR in the young patient group, while only 12.1% of eyes in the senior patient group with this surgery indication. (P < 0.001) The best corrected visual acuity increased in 41 eyes (70.7%), stable in 9 eyes (15.5%), and decreased in 8 eyes (13.8%) in young patients at the final follow-up. And it increased in 47 eyes (81.0%), stable in 2 eyes (3.4%), and decreased in 9 eyes (15.5%) in senior patients.(P = 0.085) Postoperative complications mainly included recurrent vitreous hemorrhage (24.1%), retinal detachment (3.4%), neovascular glaucoma (NVG) (27.6%) and nuclear sclerosis (53.4%) in young patients, and it was 19.0, 0.0, 1.7 and 3.4% in senior patients respectively. Conclusion PDR of young patients is more severe than that of senior patients, and vitrectomy is an effective and safe method for PDR treatment. NVG is a main and severe complication besides nuclear sclerosis in young patients, and the incidence of NVG is higher compared to that in senior patients.
Collapse
Affiliation(s)
- Mengyu Liao
- Department of Ophthalmology, Tianjin Medical University General Hospital, No.154 Anshan Road, Tianjin, 300052, China
| | - Xiaohong Wang
- Laboratory of Molecular Ophthalmology, Tianjin Medical University, Tianjin, China
| | - Jinguo Yu
- Department of Ophthalmology, Tianjin Medical University General Hospital, No.154 Anshan Road, Tianjin, 300052, China
| | - Xiangda Meng
- Department of Ophthalmology, Tianjin Medical University General Hospital, No.154 Anshan Road, Tianjin, 300052, China
| | - Yuanyuan Liu
- Department of Ophthalmology, Tianjin Medical University General Hospital, No.154 Anshan Road, Tianjin, 300052, China
| | - Xue Dong
- Laboratory of Molecular Ophthalmology, Tianjin Medical University, Tianjin, China
| | - Jianan Li
- Department of Ophthalmology, Tianjin Medical University General Hospital, No.154 Anshan Road, Tianjin, 300052, China
| | - Rodrigo Brant
- Department of Ophthalmology and Visual Sciences, Federal University of São Paulo, São Paulo, Brazil
| | - Bo Huang
- Department of Ophthalmology, University of Mississippi Medical Center, Jackson, USA
| | - Hua Yan
- Department of Ophthalmology, Tianjin Medical University General Hospital, No.154 Anshan Road, Tianjin, 300052, China.
| |
Collapse
|
29
|
Chiang A, Garg SJ, Klufas MA, Ho AC, Hill L, Tsuboi M, Stoilov I. Ultra-Response to Ranibizumab: Improvement by 4 or More Steps in Diabetic Retinopathy Severity in Diabetic Retinopathy Clinical Research Network Protocol S. Ophthalmol Retina 2020; 5:251-260. [PMID: 32735903 DOI: 10.1016/j.oret.2020.07.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/10/2020] [Accepted: 07/10/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE To quantify and evaluate patients with diabetic retinopathy (DR) who had at least a 4-step improvement on the Early Treatment Diabetic Retinopathy Study (ETDRS) Diabetic Retinopathy Severity Scale (DRSS) in response to treatment with ranibizumab in the Diabetic Retinopathy Clinical Research Network (DRCR.net) Protocol S study, and factors predictive of such improvements. DESIGN Post hoc retrospective analysis of 2-year outcomes in the phase 3 Protocol S study. PARTICIPANTS Patients randomized to treatment with ranibizumab 0.5 mg with sufficient baseline DRSS severity (≥47) to allow for an at least 4-step improvement (n = 181). METHODS Study eyes received a ranibizumab 0.5 mg injection at baseline and every 4 weeks for 12 weeks, with subsequent as-needed injections. Fundus photographs graded at baseline and years 1 and 2 using DRSS were used for this analysis. The data source is DRCR.net, but analyses, content, and conclusions of this report are solely the responsibility of the authors. MAIN OUTCOME MEASURES Proportion of eyes achieving at least a 4-step DRSS improvement (DR ultra-response) at years 1 and 2; treatment course for eyes achieving ultra-response; mean change in best-corrected visual acuity (BCVA) in eyes with and without ultra-response; factors associated with ultra-response (identified by univariate and multivariable analyses). RESULTS Approximately 30% of ranibizumab-treated eyes achieved DR ultra-response at year 1 (43/148; 29.1%) and year 2 (38/136; 27.9%); 74% of eyes with ultra-response at year 1 maintained their response at year 2. At year 2, patients with DR ultra-response had gained more than 5 additional ETDRS letters compared with those without DR ultra-response. Multivariable analyses identified presence of vitreous hemorrhage at baseline, increasing age, absence of epiretinal membrane, and glycated hemoglobin below 9 as predictive of DR ultra-response. Mean number of injections received was similar for eyes with versus without DR ultra-response to ranibizumab (mean, 7.4 vs. 7.6 in year 1; mean, 4.2 vs. 3.9 in year 2). CONCLUSIONS Approximately 30% of eyes with a DRSS score of at least 47 receiving ranibizumab 0.5 mg per study protocol experienced at least a 4-step DR severity improvement on the DRSS, accompanied by meaningful improvements in BCVA.
Collapse
Affiliation(s)
- Allen Chiang
- Mid Atlantic Retina, The Retina Service of Wills Eye Hospital, Philadelphia, Pennsylvania.
| | - Sunir J Garg
- Mid Atlantic Retina, The Retina Service of Wills Eye Hospital, Philadelphia, Pennsylvania
| | - Michael A Klufas
- Mid Atlantic Retina, The Retina Service of Wills Eye Hospital, Philadelphia, Pennsylvania
| | - Allen C Ho
- Mid Atlantic Retina, The Retina Service of Wills Eye Hospital, Philadelphia, Pennsylvania
| | - Lauren Hill
- Genentech, Inc., South San Francisco, California
| | - Min Tsuboi
- Genentech, Inc., South San Francisco, California
| | | |
Collapse
|
30
|
Zheng L, Chen X, Luo T, Ran X, Hu J, Cheng Q, Yang S, Wu J, Li Q, Wang Z. Early-Onset Type 2 Diabetes as a Risk Factor for End-Stage Renal Disease in Patients With Diabetic Kidney Disease. Prev Chronic Dis 2020; 17:E50. [PMID: 32614772 PMCID: PMC7367068 DOI: 10.5888/pcd17.200076] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Introduction Compared with the typical onset of type 2 diabetes in middle age or older, type 2 diabetes with early age of onset has a higher risk of diabetes-related complications. It is unclear whether the early age of diabetes diagnosis would affect the development of end-stage renal disease (ESRD) in patients with diabetic kidney disease (DKD) who are at higher risk of ESRD. Methods We enrolled 1,111 type 2 diabetes patients with DKD in this study. We used the age at diabetes diagnosis of younger than 40 years to define early-onset diabetes and 40 years or older to define late-onset diabetes. Medical history, anthropometry, and laboratory indicators were documented. ESRD was defined by estimated glomerular filtration rate (eGFR) of less than 15 mL/min/1.73 m2 or dialysis. Logistic regression analysis was used to explore the association between early-onset diabetes and ESRD. Results Early-onset diabetes patients had a longer diabetes duration, higher body mass index, and worse blood lipid metabolism profile. Compared with late-onset diabetes patients, patients with early-onset diabetes had a prevalence of ESRD that was twofold higher (9.2% vs 4.3%; P = .009). Univariate analysis showed that early-onset diabetes was a risk factor for ESRD in patients with DKD (P < .05). In multivariate logistic regression analysis, even after adjusting for sex, traditional metabolic factors, drug factors, and diabetes duration, the risk of ESRD in patients with early-onset diabetes was still 3.58-fold higher than in subjects with late-onset (95% CI, 1.47–8.74; P = .005). Conclusions In patients with DKD, early-onset type 2 diabetes is an independent risk factor of ESRD.
Collapse
Affiliation(s)
- Li Zheng
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiangjun Chen
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Ting Luo
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xi Ran
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jinbo Hu
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qingfeng Cheng
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Shumin Yang
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jinshan Wu
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qifu Li
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhihong Wang
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.,The First Affiliated Hospital of Chongqing Medical University, Yuzhong District, Chongqing, China. E-mail:
| |
Collapse
|
31
|
Wu YB, Wang CG, Xu LX, Chen C, Zhou XB, Su GF. Analysis of risk factors for progressive fibrovascular proliferation in proliferative diabetic retinopathy. Int Ophthalmol 2020; 40:2495-2502. [PMID: 32468429 DOI: 10.1007/s10792-020-01428-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Accepted: 05/15/2020] [Indexed: 11/24/2022]
Abstract
PURPOSE To investigate the risk factors associated with progressive fibrovascular proliferation (FVP) in proliferative diabetic retinopathy (PDR). METHODS We retrospectively reviewed the clinical data of patients who underwent pars plana vitrectomy for PDR between August 2017 and October 2019 at our department of ophthalmology. The FVP was divided into five grades based on the coverage area of proliferative membrane. Then we compared the patients with different severities of FVP to analyze the risk factors for higher grade of FVP in PDR. RESULTS Univariate analysis showed that positive urinary protein (p = 0.007), higher levels of serum blood urea nitrogen (BUN) (p < 0.001) and serum creatinine (p < 0.001), more severe stage of estimated glomerular filtration rate (p < 0.001), age < 45 years (p = 0.005), longer duration of diabetic retinopathy (p = 0.007), history of hypertension (p = 0.034) and smoking (p = 0.008) were related to FVP grade ≥ 3. Multivariate analysis showed that the level of BUN, age < 45 years and smoking were independent risk factors for FVP grade ≥ 3 in PDR patients. CONCLUSION This study demonstrated that BUN (odds ratio [OR] = 1.318, 95% confidence interval [CI] = 1.150-1.511, p < 0.001), age ≤ 45 years (OR = 3.774, 95% CI = 1.762-8.082, p = 0.001) and smoking (OR = 2.111, 95% CI = 1.040-4.288, p = 0.039) were independent risk factors for progressive FVP in PDR among northeastern Chinese patients.
Collapse
Affiliation(s)
- Yu-Bo Wu
- Department of Ophthalmology, Second Hospital of Jilin University, Jilin University, No. 218, ChangChun, Ziqiang Street, Changchun, 130041, People's Republic of China
| | - Chen-Guang Wang
- Department of Ophthalmology, Second Hospital of Jilin University, Jilin University, No. 218, ChangChun, Ziqiang Street, Changchun, 130041, People's Republic of China
| | - Ling-Xian Xu
- Department of Ophthalmology, Second Hospital of Jilin University, Jilin University, No. 218, ChangChun, Ziqiang Street, Changchun, 130041, People's Republic of China
| | - Chen Chen
- Department of Ophthalmology, Second Hospital of Jilin University, Jilin University, No. 218, ChangChun, Ziqiang Street, Changchun, 130041, People's Republic of China
| | - Xue-Bin Zhou
- Department of Ophthalmology, Second Hospital of Jilin University, Jilin University, No. 218, ChangChun, Ziqiang Street, Changchun, 130041, People's Republic of China
| | - Guan-Fang Su
- Department of Ophthalmology, Second Hospital of Jilin University, Jilin University, No. 218, ChangChun, Ziqiang Street, Changchun, 130041, People's Republic of China.
| |
Collapse
|
32
|
Lv X, Ran X, Chen X, Luo T, Hu J, Wang Y, Liu Z, Zhen Q, Liu X, Zheng L, Tang Y, Zhao Q, Han S, Zhou Y, Luo W, Yang L, Li Q, Wang Z. Early-onset type 2 diabetes: A high-risk factor for proliferative diabetic retinopathy (PDR) in patients with microalbuminuria. Medicine (Baltimore) 2020; 99:e20189. [PMID: 32384512 PMCID: PMC7220424 DOI: 10.1097/md.0000000000020189] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
We aim to explore the relationship between early-onset diabetes and proliferative diabetic retinopathy (PDR) in type 2 diabetes mellitus (T2DM) patients with microalbuminuria.A total of 461 T2DM patients with microalbuminuria were enrolled. Subjects were defined as early-onset or late-onset based on the age at which they were diagnosed with diabetes (<40 and ≥40 years, respectively). Medical history, anthropometry, and laboratory indicators were documented. PDR was defined as the presence of any of the following changes on fundus photography: neovascularization, vitreous hemorrhage, or preretinal hemorrhage.The prevalence of PDR was 6-fold higher in patients with early-onset than late-onset T2DM [(6.1% vs 1.0%), P = .004]. Univariate correlation analysis showed that early-onset diabetes, use of oral hypoglycemic drugs, and insulin therapy were risk factors for PDR. In multivariate logistic analysis, patients with early-onset diabetes exhibited a 7.00-fold [(95% confidence interval 1.40-38.26), P = .019] higher risk of PDR than subjects with late-onset diabetes after adjusting for sex; T2DM duration; systolic blood pressure; total triglyceride; glycated hemoglobin; insulin therapy; and the use of oral hypoglycemic drugs, antihypertensive drugs, and lipid-lowering drugs.In T2DM patients with microalbuminuria, early-onset diabetes is an independent risk factor for the development of PDR.
Collapse
Affiliation(s)
- Xinlu Lv
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Xi Ran
- Department of Endocrinology, The Affiliated Yanan Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Xiangjun Chen
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Ting Luo
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Jinbo Hu
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Yue Wang
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Zhiping Liu
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Qianna Zhen
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Xiurong Liu
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Li Zheng
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Ying Tang
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Qinying Zhao
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Shichao Han
- Statistics and Computer Science, University of California, Berkeley, CA
| | - Yangmei Zhou
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Wenjin Luo
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Lina Yang
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Qifu Li
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| | - Zhihong Wang
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing
| |
Collapse
|
33
|
Gopalan A, Mishra P, Alexeeff SE, Blatchins MA, Kim E, Man A, Karter AJ, Grant RW. Initial Glycemic Control and Care Among Younger Adults Diagnosed With Type 2 Diabetes. Diabetes Care 2020; 43:975-981. [PMID: 32132007 PMCID: PMC7171948 DOI: 10.2337/dc19-1380] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 01/29/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The prevalence of type 2 diabetes is increasing among adults under age 45. Onset of type 2 diabetes at a younger age increases an individual's risk for diabetes-related complications. Given the lasting benefits conferred by early glycemic control, we compared glycemic control and initial care between adults with younger onset (21-44 years) and mid-age onset (45-64 years) of type 2 diabetes. RESEARCH DESIGN AND METHODS Using data from a large, integrated health care system, we identified 32,137 adults (aged 21-64 years) with incident diabetes (first HbA1c ≥6.5% [≥48 mmol/mol]). We excluded anyone with evidence of prior type 2 diabetes, gestational diabetes mellitus, or type 1 diabetes. We used generalized linear mixed models, adjusting for demographic and clinical variables, to examine differences in glycemic control and care at 1 year. RESULTS Of identified individuals, 26.4% had younger-onset and 73.6% had mid-age-onset type 2 diabetes. Adults with younger onset had higher initial mean HbA1c values (8.9% [74 mmol/mol]) than adults with onset in mid-age (8.4% [68 mmol/mol]) (P < 0.0001) and lower odds of achieving an HbA1c <7% (<53 mmol/mol) 1 year after the diagnosis (adjusted odds ratio [aOR] 0.70 [95% CI 0.66-0.74]), even after accounting for HbA1c at diagnosis. Adults with younger onset had lower odds of in-person primary care contact (aOR 0.82 [95% CI 0.76-0.89]) than those with onset during mid-age, but they did not differ in telephone contact (1.05 [0.99-1.10]). Adults with younger onset had higher odds of starting metformin (aOR 1.20 [95% CI 1.12-1.29]) but lower odds of adhering to that medication (0.74 [0.69-0.80]). CONCLUSIONS Adults with onset of type 2 diabetes at a younger age were less likely to achieve glycemic control at 1 year following diagnosis, suggesting the need for tailored care approaches to improve outcomes for this high-risk patient population.
Collapse
Affiliation(s)
- Anjali Gopalan
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Pranita Mishra
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Stacey E Alexeeff
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Maruta A Blatchins
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Eileen Kim
- Kaiser Permanente Northern California, Oakland Medical Center, Oakland, CA
| | - Alan Man
- Kaiser Permanente Northern California, Santa Clara Medical Center, Santa Clara, CA
| | - Andrew J Karter
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Richard W Grant
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| |
Collapse
|
34
|
Wang Y, Lin Z, Zhai G, Ding XX, Wen L, Li D, Zou B, Feng KM, Liang YB, Xie C. Prevalence of and risk factors for diabetic retinopathy and diabetic macular edema in patients with early and late onset diabetes mellitus. Ophthalmic Res 2020; 65:293-299. [PMID: 32353847 DOI: 10.1159/000508335] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 04/30/2020] [Indexed: 11/19/2022]
Abstract
PURPOSE To compare the prevalence of diabetic retinopathy (DR) and diabetic macular edema (DME), as well as their risk factors in patients with early onset diabetes (EOD, ≤40 years) and late onset diabetes (LOD, >40 years). METHODS Patients were recruited from a community-based study, Fushun Diabetic Retinopathy Cohort Study (FS-DIRECT), conducted between July 2012 and May 2013 in China. The presence and severity of the DR and DME were determined by a modified Early Treatment Diabetic Retinopathy Study (ETDRS) retinopathy scale of six-field fundus photographs. RESULTS A total of 1932 patients (796 male, 41.2%) with gradable fundus photography were included. The prevalence of any DR and DME was 67.0% (95% confidence interval [CI]: 60.3-73.7%) and 39.3% (95% CI: 32.1-46.5%) in the EOD patients respectively, which were both significantly higher than that in the LOD patients (DR: 41.9%, 39.6-44.2%, p<0.001; DME: 14.4%, 12.7-16.1%, p<0.001). Insulin use was associated with both presence of DR and DME in both EOD and LOD patients. Besides insulin use, high level of income (odds ratio [OR], 95% CI: 0.05, 0.01-0.51) was negatively associated with DR, and higher high density lipoprotein (OR, 95% CI: 4.14, 1.44-11.91) was associated with DME, among EOD patients. CONCLUSION In this sample of patients with type 2 diabetes, both the prevalence of DR and DME were apparently higher in patients who developed diabetes ≤40 years of age than those who developed it later.
Collapse
Affiliation(s)
- Yu Wang
- Fushun Eye Hospital, Liaoning, China
| | - Zhong Lin
- School of Ophthalmology & Optometry, Wenzhou Medical University, Eye Hospital of Wenzhou Medical University, Wenzhou, China
| | - Gang Zhai
- Fushun Eye Hospital, Liaoning, China
| | | | - Liang Wen
- Fushun Eye Hospital, Liaoning, China
| | - Dong Li
- Fushun Eye Hospital, Liaoning, China
| | - Bo Zou
- Fushun Eye Hospital, Liaoning, China
| | - Ke Mi Feng
- School of Ophthalmology & Optometry, Wenzhou Medical University, Eye Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yuan Bo Liang
- School of Ophthalmology & Optometry, Wenzhou Medical University, Eye Hospital of Wenzhou Medical University, Wenzhou, China
| | - Cong Xie
- Fushun Eye Hospital, Liaoning, China
| |
Collapse
|
35
|
Lake AJ, Hateley-Browne JL, Rees G, Speight J. Effect of a tailored leaflet to promote diabetic retinopathy screening among young adults with type 2 diabetes: a randomised controlled trial. BMC Ophthalmol 2020; 20:80. [PMID: 32122322 PMCID: PMC7053154 DOI: 10.1186/s12886-020-1311-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 01/08/2020] [Indexed: 01/14/2023] Open
Abstract
Background Young adults with type 2 diabetes (aged 18–39 years) are at risk of early onset and rapid progression of diabetic retinopathy, the leading cause of blindness and vision loss in working age adults. Early detection via retinal screening can prevent most vision loss, yet screening rates are consistently lower among this priority population than the general diabetes population. We aimed to test the effect of a tailored, evidence-based brief health behaviour change intervention (leaflet) on self-reported screening uptake, and previously identified social cognitive determinants of retinal screening. Methods A pragmatic, two-arm randomised controlled trial was conducted from September 2014 to April 2015. Participants were stratified by prior screening uptake (Yes/No) and randomly allocated to intervention (leaflet) or ‘usual care’ control (no leaflet). Primary outcome was self-reported screening uptake four weeks post-intervention for ‘No’ participants who had not previously screened for diabetic retinopathy. Secondary outcome variables were changes in knowledge, attitudes, normative beliefs, intention and behavioural skills for all participants, irrespective of prior screening behaviour. To assess intervention effects on secondary outcome variables, we conducted independent samples t-tests (two-tailed) on pre-post change scores. Results 129 young adults (26% no prior retinal screen) completed baseline; 101 completed post-intervention. Power to determine effect on the primary outcome was curtailed by low recruitment of individuals with no prior retinal screen and loss to follow-up. Attrition was associated significantly with country of birth, language spoken at home, and marital status. Significant intervention effect was observed for one secondary outcome variable: knowledge of diabetic retinopathy (p = .03) with moderate effect (partial eta squared η2 = .05); no adverse effects were reported. Control group participants received the leaflet at study completion. Conclusions This study confirms that a well-designed eye health and retinal screening promotion leaflet can increase knowledge of diabetic retinopathy, an important screening predictor. The study highlights the challenges of conducting ‘real-world’ health behaviour change research with this priority population, providing insights for clinicians and researchers. Strategies to recruit, engage and retain hard-to-reach populations are discussed including nonconventional alternatives to randomised controlled trial designs. Trial registration: ACTRN12614001110673, UTN No.: U1111–1161-9803. Registered 20 October 2014 - retrospectively registered https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=367127.
Collapse
Affiliation(s)
- Amelia J Lake
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia. .,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia.
| | - Jessica L Hateley-Browne
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia
| | - Gwyneth Rees
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, 3002, Australia.,Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, 3010, Australia
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia.,AHP Research, Hornchurch, UK
| |
Collapse
|
36
|
Hao Z, Huang X, Qin Y, Li H, Tian F, Xu R, Chang B, Shao H. Analysis of factors related to diabetic retinopathy in patients with newly diagnosed type 2 diabetes: a cross-sectional study. BMJ Open 2020; 10:e032095. [PMID: 32047012 PMCID: PMC7044909 DOI: 10.1136/bmjopen-2019-032095] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
AIM To investigate the related factors of diabetic retinopathy (DR) and explore the correlation between smoking and DR in patients with newly diagnosed type 2 diabetes mellitus (T2DM). DESIGN A single-centre cross-sectional study. SETTING Tianjin 4th Central Hospital. PARTICIPANTS Patients with newly diagnosed T2DM who visited the outpatient department of the hospital from December 2018 to April 2019. METHODS A total of 947 patients were enrolled in the study. They were divided into two groups according to whether they were diagnosed with DR (diabetic retinopathy group, DR group; non-diabetic retinopathy group, NDR group). The smoking index (SI) was calculated to assess smoking status. Factors such as sex, age, hypertension, T2DM diagnosed age, family history of diabetes, drinking history, haemoglobin A1c (HbA1c), body mass index (BMI) and smoking status were compared between the two groups. Logistic regression was used to analyse the relationship between DR and the above factors. RESULTS There was no statistically significant difference between the two groups in sex, age, hypertension, DM diagnosed age, family history of diabetes, drinking history and HbA1c. BMI was significantly higher in DR patients (27.7±4.2 vs 26.7±4.4, p=0.004). Smoking status was also different between the two groups (χ2=6.350, p=0.042). BMI was shown to be a related factor for DR in patients with newly diagnosed diabetes (OR=0.592, p=0.004). When BMI was ≥28 kg/m2, heavy smoking was significantly associated with DR (OR=2.219, p=0.049), and there was a negative correlation between DR and the age of diagnosis of diabetes ≥60 years (OR=0.289, p=0.009). CONCLUSIONS Heavy smoking was an important related factor for DR in patients with newly diagnosed diabetes mellitus when BMI was ≥28 kg/m2. Delaying the age of diabetes might prevent the occurrence of DR. To elucidate the correlation, long-term cohort studies with large samples are needed.
Collapse
Affiliation(s)
- Zhaohu Hao
- NHC Key Laboratory of Hormones and Development (Tianjin Medical University), Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Chu Hsien-I Memorial Hospital, Tianjin Institute of Endocrinology, Tianjin, China
- Metabolic Disease Management Center, Tianjin 4th Central Hospital, The 4th Central Hospital Affiliated to Nankai University, The 4th Center Clinical College of Tianjin Medical University, Tianjin, China
| | - Xiao Huang
- NHC Key Laboratory of Hormones and Development (Tianjin Medical University), Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Chu Hsien-I Memorial Hospital, Tianjin Institute of Endocrinology, Tianjin, China
| | - Yongzhang Qin
- NHC Key Laboratory of Hormones and Development (Tianjin Medical University), Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Chu Hsien-I Memorial Hospital, Tianjin Institute of Endocrinology, Tianjin, China
- Department of Endocrinology, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Huanming Li
- Metabolic Disease Management Center, Tianjin 4th Central Hospital, The 4th Central Hospital Affiliated to Nankai University, The 4th Center Clinical College of Tianjin Medical University, Tianjin, China
| | - Fengshi Tian
- Metabolic Disease Management Center, Tianjin 4th Central Hospital, The 4th Central Hospital Affiliated to Nankai University, The 4th Center Clinical College of Tianjin Medical University, Tianjin, China
| | - Rong Xu
- Metabolic Disease Management Center, Tianjin 4th Central Hospital, The 4th Central Hospital Affiliated to Nankai University, The 4th Center Clinical College of Tianjin Medical University, Tianjin, China
| | - Baocheng Chang
- NHC Key Laboratory of Hormones and Development (Tianjin Medical University), Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Chu Hsien-I Memorial Hospital, Tianjin Institute of Endocrinology, Tianjin, China
| | - Hailin Shao
- Metabolic Disease Management Center, Tianjin 4th Central Hospital, The 4th Central Hospital Affiliated to Nankai University, The 4th Center Clinical College of Tianjin Medical University, Tianjin, China
| |
Collapse
|
37
|
Benton DC, Watkins MJ, Beasley CJ, Ferguson SL, Holloway A. Evidence into action: a policy brief exemplar supporting attainment of nursing now. Int Nurs Rev 2020; 67:61-67. [PMID: 31944309 DOI: 10.1111/inr.12573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 12/03/2019] [Accepted: 12/05/2019] [Indexed: 11/30/2022]
Abstract
AIM To provide a framework for the production of policy briefs, and offer a practical example of how evidence can be turned into a succinct document to inform policy and bring about change targeted at delivering universal health coverage. INTRODUCTION Policymakers are too busy, or do not have the necessary expertise, to read and comprehend complex scientific papers. As a result, policy briefs that capture and present the essential points are needed if evidence-informed policy is to be developed and implemented. METHOD A two-page example of how evidence from meta-analytical and systematic reviews can be presented to identify options and recommendations to address a major global disease burden. RESULTS The example uses a simple, seven-section template for developing a policy brief. The essential characteristics of each section are provided. The briefing, targeted at the global level, provides information on the major challenges associated with the treatment of individuals with diabetes. DISCUSSION AND CONCLUSIONS This paper demonstrates how to use existing research evidence to address the pursuit of UHC relevant to a wide range of geographies, settings or disadvantaged groups. IMPLICATIONS FOR POLICY Gaps in universal health coverage and major disease burdens such as diabetes can be pursued through entities such as country-based Nursing Now groups. In addition, ongoing opportunities exist through the International Council of Nurses annual International Nurses Day and WHO's regular regional meetings to inform and influence policy discussions at national and subnational levels. By focusing on a small number of global topics each year, measurable changes in addressing the burden of disease can be achieved while simultaneously keeping the nursing profession's contribution centre stage.
Collapse
Affiliation(s)
- D C Benton
- National Council of State Boards of Nursing, Chicago, IL, USA
| | | | | | - S L Ferguson
- Stephanie L. Ferguson and Associates, LLC, Amherst, Virginia, USA
| | - A Holloway
- Department of Nursing Studies, University of Edinburgh, Edinburgh, UK
| |
Collapse
|
38
|
Franklin RH, Waite M, Martin C. The use of mobile technology to facilitate self-management in adults with type 1 diabetes: A qualitative explorative approach. Nurs Open 2019; 6:1013-1021. [PMID: 31367426 PMCID: PMC6650650 DOI: 10.1002/nop2.282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 02/19/2019] [Accepted: 03/18/2019] [Indexed: 12/19/2022] Open
Abstract
AIMS (a) To explore how mobile technology can support self-management in adults with type 1 diabetes (T1DM). (b) To inform a usability study in the design of a mobile application to facilitate self-management of T1DM. DESIGN Qualitative exploratory design. METHODS Semi-structured interviews were undertaken with adults with T1DM (N = 8). The data collected were analysed using a thematic analysis approach. RESULTS Mobile technology has the potential to support adults in their self-management of T1DM through facilitating their decision-making, saving time and enabling them to easily share their data with their healthcare professional. Participants identified four main visualization characteristics for technology to aid in decision-making; relationships between inputs, trends, graphs and colours, and identified essential features such as ease of use, convenience and connectivity.
Collapse
Affiliation(s)
- Rachel H. Franklin
- NIHR Oxford Biomedical Research Centre, Clinical Research Unit, Churchill HospitalUniversity of OxfordOxfordUK
| | - Marion Waite
- Faculty of Health and Life SciencesOxford Brookes UniversityOxfordUK
| | - Clare Martin
- Department of Computing and Communication TechnologiesOxford Brookes UniversityOxfordUK
| |
Collapse
|
39
|
Liu E, Estevez J, Kaidonis G, Hassall M, Phillips R, Raymond G, Saha N, Wong GHC, Gilhotra J, Burdon K, Landers J, Henderson T, Newland H, Lake S, Craig JE. Long-term survival rates of patients undergoing vitrectomy for diabetic retinopathy in an Australian population: a population-based audit. Clin Exp Ophthalmol 2019; 47:598-604. [PMID: 30663192 DOI: 10.1111/ceo.13466] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 01/08/2019] [Accepted: 01/09/2019] [Indexed: 12/18/2022]
Abstract
IMPORTANCE Five-year survival rates in patients undergoing vitrectomy for diabetic retinopathy (DR) vary from 68% to 95%. No study has been conducted in an Australian population. BACKGROUND We aimed to determine the survival rates of patients undergoing diabetic vitrectomy in an Australian population. DESIGN Retrospective audit, tertiary centre hospitals and private practices. PARTICIPANTS All individuals in South Australia and the Northern Territory who underwent their first vitrectomy for diabetic complications between January 1, 2007 and December 31, 2011. METHODS An audit of all eligible participants has been completed previously. Survival status as of July 6, 2018 and cause of death were obtained using SA/NT DataLink. Kaplan-Meier survival curves and multivariate cox-regressions were used to analyse survival rates and identify risk factors for mortality. MAIN OUTCOME MEASURES Five-, seven- and nine-year survival rates. RESULTS The 5-, 7- and 9-year survival rates were 84.4%, 77.9% and 74.7%, respectively. The most common cause of death was cardiovascular disease. Associated with increased mortality independent of age were Indigenous ethnicity (HR = 2.04, 95% confidence interval [CI]: 1.17-3.57, P = 0.012), chronic renal failure (HR = 1.76, 95% CI: 1.07-2.89, P = 0.026) and renal failure requiring dialysis (HR = 2.32, 95% CI: 1.25-4.32, P = 0.008). CONCLUSIONS AND RELEVANCE Long-term survival rates after diabetic vitrectomy in Australia are similar to rates reported in other populations. Indigenous ethnicity and chronic renal failure were the most significant factors associated with long-term mortality. This information can guide allocation of future resources to improve the prognosis of these high risk groups.
Collapse
Affiliation(s)
- Ebony Liu
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
| | - Jose Estevez
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
| | - Georgia Kaidonis
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
| | - Mark Hassall
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
| | - Russell Phillips
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
- Department of Ophthalmology, Royal Adelaide Hospital, University of Adelaide, Adelaide, South Australia, Australia
| | - Grant Raymond
- Department of Ophthalmology, Royal Adelaide Hospital, University of Adelaide, Adelaide, South Australia, Australia
| | - Niladri Saha
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
- Eyemedics, Wayville, South Australia, Australia
| | - George H C Wong
- Marion Road Eye Clinic, Adelaide, South Australia, Australia
| | - Jagjit Gilhotra
- Department of Ophthalmology, Royal Adelaide Hospital, University of Adelaide, Adelaide, South Australia, Australia
- Department of Ophthalmology, Queen Elizabeth Hospital, Adelaide, South Australia, Australia
| | - Kathryn Burdon
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
- Department of Cancer, Genetics and Immunology, Menzies Research Institute, University of Tasmania, Hobart, Tasmania, Australia
| | - John Landers
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
| | - Tim Henderson
- Department of Ophthalmology, Alice Springs Hospital, Alice Springs, Northern Territory, Australia
| | - Henry Newland
- Department of Ophthalmology, Royal Adelaide Hospital, University of Adelaide, Adelaide, South Australia, Australia
| | - Stewart Lake
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
- Eyemedics, Wayville, South Australia, Australia
| | - Jamie E Craig
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
- Eyemedics, Wayville, South Australia, Australia
| |
Collapse
|
40
|
Asamoah-Boaheng M, Tenkorang EY, Sarfo-Kantanka O. Time to onset of type 2 diabetes mellitus in Ghana. Int Health 2019; 11:101-107. [PMID: 30107406 DOI: 10.1093/inthealth/ihy057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 06/28/2018] [Accepted: 07/04/2018] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Type 2 diabetes affects an increasing number of Ghanaians. The timing of the onset of diabetes is linked to several other co-morbid conditions, yet no study has examined the timing of the onset of type 2 diabetes in Ghana. METHODS To fill this gap in the literature, this study applied logit models to data extracted from the medical records at the Diabetes Clinic of the Komfo Anokye Teaching Hospital in Kumasi, Ghana. Gender-specific models were also estimated. RESULTS The results show that obesity was a significant predictor of the timing of the first onset of diabetes among both males and females. Women with high school education compared with no formal education, and female employees compared with the unemployed were more likely to experience an early onset of type 2 diabetes. CONCLUSION Policymakers must educate Ghanaians about behaviors that will reduce their risk of obesity and diabetes.
Collapse
Affiliation(s)
- Michael Asamoah-Boaheng
- Department of Clinical Epidemiology, Faculty of Medicine, Memorial University of Newfoundland
| | - Eric Y Tenkorang
- Department of Sociology, Memorial University of Newfoundland, Canada
| | | |
Collapse
|
41
|
Lim RR, Vaidya T, Gadde SG, Yadav NK, Sethu S, Hainsworth DP, Mohan RR, Ghosh A, Chaurasia SS. Correlation between systemic S100A8 and S100A9 levels and severity of diabetic retinopathy in patients with type 2 diabetes mellitus. Diabetes Metab Syndr 2019; 13:1581-1589. [PMID: 31336525 DOI: 10.1016/j.dsx.2019.03.014] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 03/05/2019] [Indexed: 02/06/2023]
Abstract
AIMS S100A8 and S100A9 are myeloid-related damage-associated molecular patterns (DAMPs) primarily involved in the modulation of innate immune response to cellular injury. This study evaluated the correlation between circulating concentrations of S100A8 and S100A9 proteins with the severity of diabetic retinopathy (DR) in patients with type 2 diabetes (T2DM). METHODS T2DM patients with HbA1c levels >7%, fasting blood glucose >126 mg/dl and history of diabetes were included in this study. DR severity was graded based on ETDRS and Gloucestershire classifications. Plasma samples were evaluated for S100A8 and S100A9 levels using ELISA. RESULTS In this comparative study, DR patients (n = 89) had increased plasma S100A8 and S100A9 proteins compared to age-matched T2DM controls (n = 28), which was directly related to the severity of DR. Female DR subjects had increased S100A8 expression compared to their male counterparts. Substantial retention of S100A8 and S100A9 production was seen in DR patients above 50 years of age. Duration of T2DM was not found to affect protein levels, however T2DM onset at >50 years old significantly increased S100A8 and S100A9 concentrations. CONCLUSIONS Our findings suggest that systemic circulation levels of S100A8 and S100A9 are correlated with the progression of DR in T2DM patients, indicating their potential role in DR pathogenesis.
Collapse
Affiliation(s)
- Rayne R Lim
- Ocular Immunology and Angiogenesis Lab, Department of Veterinary Medicine & Surgery, University of Missouri, Columbia, MO, 65211, USA; Department of Biomedical Sciences, University of Missouri, Columbia, MO, 65211, USA; Harry S. Truman Memorial Veteran Hospital, Columbia, MO, 65201, USA
| | - Tanuja Vaidya
- GROW Research Laboratory, Narayana Nethralaya, Bangalore, 560099, India
| | - Santosh G Gadde
- Vitreoretina Department, Narayana Nethralaya, Bangalore, 560099, India
| | - Naresh K Yadav
- Vitreoretina Department, Narayana Nethralaya, Bangalore, 560099, India
| | - Swaminathan Sethu
- GROW Research Laboratory, Narayana Nethralaya, Bangalore, 560099, India
| | - Dean P Hainsworth
- Vitreoretinal Service, Ophthalmology, Mason Eye Institute, University of Missouri, Columbia, MO, 65211, USA
| | - Rajiv R Mohan
- Ocular Immunology and Angiogenesis Lab, Department of Veterinary Medicine & Surgery, University of Missouri, Columbia, MO, 65211, USA; Department of Biomedical Sciences, University of Missouri, Columbia, MO, 65211, USA; Harry S. Truman Memorial Veteran Hospital, Columbia, MO, 65201, USA
| | - Arkasubhra Ghosh
- GROW Research Laboratory, Narayana Nethralaya, Bangalore, 560099, India.
| | - Shyam S Chaurasia
- Ocular Immunology and Angiogenesis Lab, Department of Veterinary Medicine & Surgery, University of Missouri, Columbia, MO, 65211, USA; Department of Biomedical Sciences, University of Missouri, Columbia, MO, 65211, USA; Harry S. Truman Memorial Veteran Hospital, Columbia, MO, 65201, USA.
| |
Collapse
|
42
|
Twigg SM, Escalada J, Stella P, Merino-Trigo A, Lavalle-Gonzalez FJ, Cariou B, Meneghini LF. Association of Patient Profile with Glycemic Control and Hypoglycemia with Insulin Glargine 300 U/mL in Type 2 Diabetes: A Post Hoc Patient-Level Meta-Analysis. Diabetes Ther 2018; 9:2043-2053. [PMID: 30203238 PMCID: PMC6167273 DOI: 10.1007/s13300-018-0498-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Indexed: 11/13/2022] Open
Abstract
AIMS To examine the association of baseline patient characteristics with study outcomes in people with type 2 diabetes receiving insulin glargine 300 U/mL (Gla-300) versus glargine 100 U/mL (Gla-100), over a 6-month period. METHODS A post hoc patient-level meta-analysis using data from three multicenter, randomized, open-label, parallel-group, phase 3a studies of similar design, in people previously receiving either basal and prandial insulin, basal insulin + oral antihyperglycemic drugs, or no prior insulin (EDITION 1, 2 and 3, respectively). The endpoints, glycated hemoglobin (HbA1c), hypoglycemia, body weight change, and insulin dose were investigated by subgroups: age (< 65 and ≥ 65 years), body mass index (BMI; < 30 and ≥ 30 kg/m2), age at onset (< 40, 40-50, and > 50 years), and diabetes duration (< 10 and ≥ 10 years). RESULTS Reduction in HbA1c was comparable between insulins, regardless of subgroup. The lower risk of ≥ 1 nocturnal (00:00-05:59 h) confirmed (≤ 3.9 mmol/L [≤ 70 mg/dL]) or severe hypoglycemic event with Gla-300 versus Gla-100 was also unaffected by participant characteristics. While heterogeneity of treatment effect between diabetes duration subgroups was seen for the risk of ≥ 1 confirmed (≤ 3.9 mmol/L [≤ 70 mg/dL]) or severe hypoglycemic event at any time (24 h), treatment effect consistently favored Gla-300; no evidence of heterogeneity was observed for the other subgroups. Annualized rates of confirmed (≤ 3.9 mmol/L [≤ 70 mg/dL]) or severe hypoglycemia and body weight change were not influenced by participant characteristics; a similar pattern was observed with insulin dose. CONCLUSIONS Comparable glycemic control was observed with Gla-300 versus Gla-100, with less hypoglycemia, regardless of age, BMI, age at onset or diabetes duration. FUNDING Sanofi. Plain language summary available for this article.
Collapse
Affiliation(s)
| | - Javier Escalada
- Clinic University of Navarra, Pamplona, Spain
- Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III, Pamplona, Spain
| | | | | | | | - Bertrand Cariou
- L'institut du thorax, CIC 1413 INSERM, CHU Nantes, Nantes, France
| | - Luigi F Meneghini
- University of Texas Southwestern Medical Center, Dallas, TX, USA
- Parkland Health & Hospital System, Dallas, TX, USA
| |
Collapse
|
43
|
Donaghue KC, Marcovecchio ML, Wadwa RP, Chew EY, Wong TY, Calliari LE, Zabeen B, Salem MA, Craig ME. ISPAD Clinical Practice Consensus Guidelines 2018: Microvascular and macrovascular complications in children and adolescents. Pediatr Diabetes 2018; 19 Suppl 27:262-274. [PMID: 30079595 PMCID: PMC8559793 DOI: 10.1111/pedi.12742] [Citation(s) in RCA: 185] [Impact Index Per Article: 26.4] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 07/27/2018] [Indexed: 12/25/2022] Open
Affiliation(s)
- Kim C Donaghue
- The Children's Hospital at Westmead, Westmead, NSW, Australia
- Discipline of Child and Adolescent Health, University of Sydney, Camperdown, Australia
| | | | - R P Wadwa
- University of Colorado School of Medicine, Denver, Colorado
| | - Emily Y Chew
- Division of Epidemiology and Clinical Applications, the National Eye Institute, National Institutes of Health, Bethesda, Maryland
| | - Tien Y Wong
- Singapore Eye Research Institute, Singapore National Eye Center, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | | | - Bedowra Zabeen
- Department of Paediatrics and Changing Diabetes in Children Program, Bangladesh Institute of Research and Rehabilitation in Diabetes, Endocrine and Metabolic Disorders, Dhaka, Bangladesh
| | - Mona A Salem
- Department of Pediatrics, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Maria E Craig
- The Children's Hospital at Westmead, Westmead, NSW, Australia
- Discipline of Child and Adolescent Health, University of Sydney, Camperdown, Australia
- School of Women's and Children's Health, University of New South Wales, Sydney, Australia
| |
Collapse
|
44
|
Zeitler P, Arslanian S, Fu J, Pinhas-Hamiel O, Reinehr T, Tandon N, Urakami T, Wong J, Maahs DM. ISPAD Clinical Practice Consensus Guidelines 2018: Type 2 diabetes mellitus in youth. Pediatr Diabetes 2018; 19 Suppl 27:28-46. [PMID: 29999228 DOI: 10.1111/pedi.12719] [Citation(s) in RCA: 153] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 05/24/2018] [Indexed: 02/06/2023] Open
Affiliation(s)
- Phillip Zeitler
- Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado
| | - Silva Arslanian
- Children's Hospital, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Junfen Fu
- The Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Orit Pinhas-Hamiel
- Edmond and Lily Safra Children's Hospital, Tel-Hashomer, Sackler School of Medicine, Tel-Aviv, Israel
| | - Thomas Reinehr
- Vestische Children's Hospital, University of Witten/Herdecke, Witten, Germany
| | - Nikhil Tandon
- All India Institute of Medical Sciences, New Delhi, India
| | | | - Jencia Wong
- Royal Prince Alfred Hospital, University of Sydney, Sydney, Australia
| | - David M Maahs
- Lucile Packard Children's Hospital, Stanford University, Stanford, California
| |
Collapse
|
45
|
Lake AJ, Browne JL, Abraham C, Tumino D, Hines C, Rees G, Speight J. A tailored intervention to promote uptake of retinal screening among young adults with type 2 diabetes - an intervention mapping approach. BMC Health Serv Res 2018; 18:396. [PMID: 29855307 PMCID: PMC5984467 DOI: 10.1186/s12913-018-3188-5] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Accepted: 05/04/2018] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Young adults (18-39 years) with type 2 diabetes are at risk of early development and rapid progression of diabetic retinopathy, a leading cause of vision loss and blindness in working-age adults. Retinal screening is key to the early detection of diabetic retinopathy, with risk of vision loss significantly reduced by timely treatment thereafter. Despite this, retinal screening rates are low among this at-risk group. The objective of this study was to develop a theoretically-grounded, evidence-based retinal screening promotion leaflet, tailored to young adults with type 2 diabetes. METHODS Utilising the six steps of Intervention Mapping, our multidisciplinary planning team conducted a mixed-methods needs assessment (Step 1); identified modifiable behavioural determinants of screening behaviour and constructed a matrix of change objectives (Step 2); designed, reviewed and debriefed leaflet content with stakeholders (Steps 3 and 4); and developed program implementation and evaluation plans (Steps 5 and 6). RESULTS Step 1 included in-depth qualitative interviews (N = 10) and an online survey that recruited a nationally-representative sample (N = 227), both informed by literature review. The needs assessment highlighted the crucial roles of knowledge (about diabetic retinopathy and screening), perception of personal risk, awareness of the approval of significant others and engagement with healthcare team, on retinal screening intentions and uptake. In Step 2, we selected five modifiable behavioural determinants to be targeted: knowledge, attitudes, normative beliefs, intention, and behavioural skills. In Steps 3 and 4, the "Who is looking after your eyes?" leaflet was developed, containing persuasive messages targeting each determinant and utilising engaging, cohort-appropriate imagery. In Steps 5 and 6, we planned Statewide implementation and designed a randomised controlled trial to evaluate the leaflet. CONCLUSIONS This research provides an example of a systematic, evidence-based approach to the development of a simple health intervention designed to promote uptake of screening in accordance with national guidelines. The methods and findings illustrate how Intervention Mapping can be employed to develop tailored retinal screening promotion materials for specific priority populations. This paper has implications for future program planners and is intended to assist those wishing to use Intervention Mapping to create similar theoretically-driven, tailored resources.
Collapse
Affiliation(s)
- Amelia J. Lake
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Jessica L. Browne
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Charles Abraham
- Institute of Health Research, University of Exeter Medical School, Exeter, UK
| | - Dee Tumino
- Vision 2020 Australia, Melbourne, Australia
| | | | - Gwyneth Rees
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, 3002 Australia
- Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, 3010 Australia
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
- AHP Research, Hornchurch, UK
| |
Collapse
|
46
|
Lake AJ, Rees G, Speight J. Clinical and Psychosocial Factors Influencing Retinal Screening Uptake Among Young Adults with Type 2 Diabetes. Curr Diab Rep 2018; 18:41. [PMID: 29797076 DOI: 10.1007/s11892-018-1007-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
PURPOSE OF REVIEW Young adults with type 2 diabetes (T2D, 18-39 years) experience early-onset and rapid progression of diabetic retinopathy (DR), the leading cause of vision loss for working age adults. Despite this, uptake of retinal screening, the crucial first step in preventing vision loss from DR, is low. The aim of this review is to summarize the clinical and psychosocial factors affecting uptake of retinal screening. RECENT FINDINGS Barriers include lack of diabetes-related symptoms, low personal DR risk perception, high rates of depression and diabetes-related distress, fatalism about inevitability of complications, time and financial constraints, disengagement with existing diabetes self-management services, and perceived stigma due to having a condition associated with older adults. Young adults with T2D are an under-researched population who face an accumulation of barriers to retinal screening. Tailored interventions that address the needs, characteristics, and priorities of young adults with T2D are warranted.
Collapse
Affiliation(s)
- A J Lake
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia.
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, c/- 570 Elizabeth Street, Melbourne, VIC, 3000, Australia.
| | - G Rees
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, 3002, Australia
- Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, 3010, Australia
| | - J Speight
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, c/- 570 Elizabeth Street, Melbourne, VIC, 3000, Australia
- AHP Research, Hornchurch, UK
| |
Collapse
|
47
|
Taheri S, Chagoury O, Zaghloul H, Elhadad S, Ahmed SH, Omar O, Payra S, Ahmed S, El Khatib N, Amona RA, El Nahas K, Bolton M, Chaar H, Suleiman N, Jayyousi A, Zirie M, Janahi I, Elhag W, Alnaama A, Zainel A, Hassan D, Cable T, Charlson M, Wells M, Al-Hamaq A, Al-Abdulla S, Abou-Samra AB. Diabetes Intervention Accentuating Diet and Enhancing Metabolism (DIADEM-I): a randomised controlled trial to examine the impact of an intensive lifestyle intervention consisting of a low-energy diet and physical activity on body weight and metabolism in early type 2 diabetes mellitus: study protocol for a randomized controlled trial. Trials 2018; 19:284. [PMID: 29784059 PMCID: PMC5963071 DOI: 10.1186/s13063-018-2660-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 05/02/2018] [Indexed: 01/06/2023] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) and obesity are syndemic and will have a significant impact on affected individuals and healthcare services worldwide. Evidence shows that T2DM remission can be achieved with significant weight loss in those who are younger with early diabetes and requiring fewer medications for glycaemic control. DIADEM-I aims to examine the impact of an intensive lifestyle intervention (ILI) using a low-energy diet (LED) meal replacement approach combined with physical activity in younger individuals with early T2DM. Methods The planned study is an ongoing, non-blinded, pragmatic, randomised controlled, parallel-group trial examining the impact of an LED-based ILI on body weight and diabetes remission in younger (18–50 years) T2DM individuals with early diabetes (≤ 3-year duration). The ILI will be compared to usual medical care (UMC). The primary outcome will be weight loss at 12 months. Other key outcomes of interest include diabetes remission, glycaemic control, diabetes complications, cardiovascular health, physical activity, mental health, and quality of life. It is planned for the study to include 138 subjects for assessment of the primary outcome. Safety will be assessed throughout. Discussion If DIADEM-I demonstrates a clinically significant effect for younger individuals with early T2DM, it will inform clinical guidelines and services of the future for management of T2DM. Trial registration ISRCTN: ISRCTN20754766 (date assigned: 7 June 2017); ClinicalTrials.gov, ID: NCT03225339 Registered on 26 June 2017. Electronic supplementary material The online version of this article (10.1186/s13063-018-2660-1) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Shahrad Taheri
- Department of Medicine, Weill Cornell Medicine - Qatar, Doha, Qatar. .,Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medicine - New York, New York, NY, USA. .,Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar. .,Qatar Metabolic Institute (QMI), Department of Medicine, Hamad Medical Corporation, Doha, Qatar. .,Weill Cornell Medicine - Qatar, Qatar Foundation - Education City, PO 24144, Doha, Qatar.
| | - Odette Chagoury
- Department of Medicine, Weill Cornell Medicine - Qatar, Doha, Qatar.,Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medicine - New York, New York, NY, USA.,Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar
| | - Hadeel Zaghloul
- Department of Medicine, Weill Cornell Medicine - Qatar, Doha, Qatar.,Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medicine - New York, New York, NY, USA.,Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar
| | - Sara Elhadad
- Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar
| | | | - Omar Omar
- Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar
| | - Sherryl Payra
- Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar
| | - Salma Ahmed
- Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar
| | - Neda El Khatib
- Qatar Diabetes Association, Qatar Foundation, Doha, Qatar
| | | | - Katie El Nahas
- Qatar Diabetes Association, Qatar Foundation, Doha, Qatar
| | - Matthew Bolton
- Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar
| | - Henem Chaar
- Clinical Research Core, Weill Cornell Medicine - Qatar, Doha, Qatar
| | - Noor Suleiman
- Department of Diabetes and Endocrinology, Hamad Medical Corporation, Doha, Qatar
| | - Amin Jayyousi
- Department of Diabetes and Endocrinology, Hamad Medical Corporation, Doha, Qatar
| | - Mahmoud Zirie
- Department of Diabetes and Endocrinology, Hamad Medical Corporation, Doha, Qatar
| | - Ibrahim Janahi
- Department of Diabetes and Endocrinology, Hamad Medical Corporation, Doha, Qatar
| | - Wahiba Elhag
- Qatar Metabolic Institute (QMI), Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | | | | | | | | | - Mary Charlson
- Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medicine - New York, New York, NY, USA
| | - Martin Wells
- Department of Statistical Science, Cornell University, Ithaca, NY, USA
| | | | | | - Abdul Badi Abou-Samra
- Department of Medicine, Weill Cornell Medicine - Qatar, Doha, Qatar.,Qatar Metabolic Institute (QMI), Department of Medicine, Hamad Medical Corporation, Doha, Qatar.,Department of Diabetes and Endocrinology, Hamad Medical Corporation, Doha, Qatar
| |
Collapse
|
48
|
Nanayakkara N, Ranasinha S, Gadowski A, Heritier S, Flack JR, Wischer N, Wong J, Zoungas S. Age, age at diagnosis and diabetes duration are all associated with vascular complications in type 2 diabetes. J Diabetes Complications 2018; 32:279-290. [PMID: 29352694 DOI: 10.1016/j.jdiacomp.2017.11.009] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Revised: 11/22/2017] [Accepted: 11/22/2017] [Indexed: 11/22/2022]
Abstract
BACKGROUND Type 2 diabetes (T2DM) is increasingly diagnosed in younger patients. The trajectory of complications in patients diagnosed at a younger or older age is not well understood. We examine the associations between age, age at diagnosis and diabetes duration and vascular complications in patients with T2DM. METHODS A cross-sectional study of pre-specified demographic and clinical data, from 3419 adults with T2DM participating in the Australian National Diabetes Audit (2015). Factors associated with diabetes complications were analysed using logistic regression. RESULTS Mean (±SD) current age was 62.9±12.5years, age at diagnosis was 49.4±12.3years and mean diabetes duration was 13.5±9.4years. Macrovascular complications were more prevalent in patients who were older at diabetes diagnosis whereas microvascular complications were more prevalent in patients who were younger at diabetes diagnosis. Age, age at diagnosis and diabetes duration were all independently associated with increased risk of macrovascular complications after adjustment for sex, smoking, BMI and microvascular complications (all p<0.001). In contrast, only diabetes duration was independently associated with microvascular complications after adjustment for sex, smoking, BMI and macrovascular complications (p<0.001). CONCLUSIONS Age, age at diagnosis, and diabetes duration were all independently associated with macrovascular complications whereas only diabetes duration was independently associated with microvascular complications.
Collapse
Affiliation(s)
- Natalie Nanayakkara
- School Public Health and Preventive Medicine, Monash University, Prahran, VIC, Australia; Diabetes and Vascular Medicine Unit, Monash Health, Clayton, VIC, Australia
| | - Sanjeeva Ranasinha
- School Public Health and Preventive Medicine, Monash University, Prahran, VIC, Australia
| | - Adelle Gadowski
- School Public Health and Preventive Medicine, Monash University, Prahran, VIC, Australia
| | - Stephane Heritier
- School Public Health and Preventive Medicine, Monash University, Prahran, VIC, Australia
| | - Jeff R Flack
- Diabetes Centre, Bankstown-Lidcombe Hospital, Bankstown, NSW, Australia; Faculty of Medicine, University of NSW, Sydney, NSW, Australia; School of Medicine, Western Sydney University, Sydney, NSW, Australia
| | - Natalie Wischer
- National Association Diabetes Centres, Sydney, NSW, Australia
| | - Jencia Wong
- Diabetes Centre, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Discipline of Medicine, The University of Sydney, Sydney, NSW, Australia
| | - Sophia Zoungas
- School Public Health and Preventive Medicine, Monash University, Prahran, VIC, Australia; Diabetes and Vascular Medicine Unit, Monash Health, Clayton, VIC, Australia; The George Institute for Global Health, Camperdown, NSW, Australia.
| |
Collapse
|
49
|
Bo A, Thomsen RW, Nielsen JS, Nicolaisen SK, Beck-Nielsen H, Rungby J, Sørensen HT, Hansen TK, Søndergaard J, Friborg S, Lauritzen T, Maindal HT. Early-onset type 2 diabetes: Age gradient in clinical and behavioural risk factors in 5115 persons with newly diagnosed type 2 diabetes-Results from the DD2 study. Diabetes Metab Res Rev 2018; 34. [PMID: 29172021 DOI: 10.1002/dmrr.2968] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 09/29/2017] [Accepted: 11/05/2017] [Indexed: 11/07/2022]
Abstract
AIM To examine the association between early onset of type 2 diabetes mellitus (DM) and clinical and behavioural risk factors for later complications of diabetes. METHODS We conducted a cross-sectional study of 5115 persons with incident type 2 DM enrolled during 2010-2015 in the Danish Centre for Strategic Research in Type 2 Diabetes-cohort. We compared risk factors at time of diagnosis among those diagnosed at ≤45 years (early onset) with diagnosis age 46 to 55, 56 to 65 (average onset = reference), 66 to 75, and >75 years (late onset). Prevalence ratios (PRs) were computed by using Poisson regression. RESULTS Poor glucose control, ie, HbA1c ≥ 75 mmol/mol (≥9.0%) in the early-, average-, and late-onset groups was observed in 12%, 7%, and 1%, respectively (PR 1.70 [95% confidence intervals (CI) 1.27, 2.28] and PR 0.17 [95% CI 0.06, 0.45]). A similar age gradient was observed for severe obesity (body mass index > 40 kg/m2 : 19% vs. 8% vs. 2%; PR 2.41 [95% CI 1.83, 3.18] and 0.21 (95% CI 0.08, 0.57]), dyslipidemia (90% vs. 79% vs. 68%; PR 1.14 [95% CI 1.10, 1.19] and 0.86 [95% CI 0.79, 0.93]), and low-grade inflammation (C-reactive protein > 3.0 mg/L: 53% vs. 38% vs. 26%; PR 1.41 [95% CI 1.12, 1.78] and 0.68 [95% CI 0.42, 1.11]). Daily smoking was more frequent and meeting physical activity recommendations less likely in persons with early-onset type 2 DM. CONCLUSIONS We found a clear age gradient, with increasing prevalence of clinical and behavioural risk factors the younger the onset age of type 2 DM. Younger persons with early-onset type 2 DM need clinical awareness and support.
Collapse
Affiliation(s)
- A Bo
- Danish Diabetes Academy, Odense, Denmark
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | - R W Thomsen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - J S Nielsen
- Diabetes Research Centre, Department of Endocrinology, Odense University Hospital, Odense, Denmark
| | - S K Nicolaisen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - H Beck-Nielsen
- Diabetes Research Centre, Department of Endocrinology, Odense University Hospital, Odense, Denmark
| | - J Rungby
- Department of Biomedicine, Aarhus University Hospital, Aarhus, Denmark
- Center for Diabetes Research, Gentofte University Hospital, Copenhagen, Denmark
| | - H T Sørensen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - T K Hansen
- Department of Internal Medicine and Endocrinology, Aarhus University Hospital, Aarhus, Denmark
| | - J Søndergaard
- General Practice Research Unit, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - S Friborg
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
| | - T Lauritzen
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | - H T Maindal
- Department of Public Health, Aarhus University, Aarhus, Denmark
- Steno Diabetes Centre Copenhagen, Health Promotion, Gentofte, Denmark
| |
Collapse
|
50
|
Lake AJ, Browne JL, Speight J. Adherence to diabetic eye examination guidelines in Australia: the National Eye Health Survey. Med J Aust 2018; 208:97. [PMID: 29385980 DOI: 10.5694/mja17.00535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2017] [Accepted: 07/17/2017] [Indexed: 11/17/2022]
Affiliation(s)
- Amelia J Lake
- Australian Centre for Behavioural Research in Diabetes, Melbourne, VIC
| | - Jessica L Browne
- Australian Centre for Behavioural Research in Diabetes, Melbourne, VIC
| | - Jane Speight
- Australian Centre for Behavioural Research in Diabetes, Melbourne, VIC
| |
Collapse
|