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Sebastian-Valles F, Martinez-Alfonso J, Navas-Moreno V, Arranz-Martin JA, Tapia-Sanchiz MS, Raposo-López JJ, Sampedro-Nuñez MA, Martínez-Vizcaino V, Marazuela M. Influence of smoking on glycaemic control in individuals with type 1 diabetes using flash glucose monitoring and its mediating role in the relationship between socioeconomic status and glycaemic control. J Diabetes Metab Disord 2025; 24:11. [PMID: 39697858 PMCID: PMC11649592 DOI: 10.1007/s40200-024-01535-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 10/02/2024] [Indexed: 12/20/2024]
Abstract
Objective This study examined the influence of smoking on glycaemic control in individuals with type 1 diabetes (T1D) using flash continuous glucose monitoring (F-CGM) systems, as well as its potential mediating role in the relationship between socioeconomic status (SES) and glycaemic control. Methods This study included 378 subjects with T1D (18% smokers). Glucose metrics cloud downloads were obtained over a period of 14 days. Mean annual net income per person based on census tract data was used as a proxy for SES. Mediation analysis was performed using four-way effect decomposition procedures. Results Smokers exhibited significantly lower net income than non-smokers (p < 0.001). Compared to smokers, non-smokers showed better glycaemic control characterized as higher time in range (TIR) 70-180 mg/dL (p = 0.002) and lower glycosylated haemoglobin levels (p = 0.008). Mediation analysis revealed a significant mediating role of smoking in the relationship between SES and glycaemic control (TIR). Conclusions Our data suggest that smoking exerts a detrimental effect on glycaemic control in individuals with T1D using F-CGM systems. In addition, tobacco use partially mediates the relationship between SES and glycaemic control. Thus, adopting smoking cessation measures could lead to improved glycaemic control and help mitigate the impact of social inequalities on T1D. Supplementary Information The online version contains supplementary material available at 10.1007/s40200-024-01535-y.
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Affiliation(s)
- Fernando Sebastian-Valles
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006 Spain
| | - Julia Martinez-Alfonso
- Department of Family and Community Medicine, Hospital La Princesa/Centro de Salud Daroca, Madrid, 28006 Spain
| | - Victor Navas-Moreno
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006 Spain
| | - Jose Alfonso Arranz-Martin
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006 Spain
| | - Maria Sara Tapia-Sanchiz
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006 Spain
| | - Juan José Raposo-López
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006 Spain
| | - Miguel Antonio Sampedro-Nuñez
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006 Spain
| | - Vicente Martínez-Vizcaino
- Health and Social Care Research Center, Universidad de Castilla-La Mancha, Cuenca, 16071 Spain
- Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Talca, Chile
| | - Mónica Marazuela
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006 Spain
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Sebastian-Valles F, Martínez-Alfonso J, Arranz Martin JA, Jiménez-Díaz J, Hernando Alday I, Navas-Moreno V, Armenta-Joya T, Fandiño García MDM, Román Gómez GL, Garai Hierro J, Lobariñas LEL, González-Ávila C, Martinez de Icaya P, Martínez-Vizcaíno V, Marazuela M, Sampedro-Nuñez MA. Time above range and no coefficient of variation is associated with diabetic retinopathy in individuals with type 1 diabetes and glycated hemoglobin within target. Acta Diabetol 2025; 62:205-214. [PMID: 39105807 DOI: 10.1007/s00592-024-02347-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 07/17/2024] [Indexed: 08/07/2024]
Abstract
AIMS This study aimed to investigate the association between glucose metrics and diabetic retinopathy in type 1 diabetes (T1D) patients using flash continuous glucose monitoring (FGM) systems, including those maintaining glycated hemoglobin (HbA1c) within the target range. METHODS We conducted a cross-sectional study involving 1070 T1D patients utilizing FGM systems. Data on clinical, anthropometric, and socioeconomic characteristics were collected and retinopathy was classified based on international standards. RESULTS Patients' mean age was 47.6 ± 15.0 years, with 49.4% of them being females. Within the cohort, 24.8% of patients presented some form of retinopathy. In the analysis involving the entire sample of subjects, male gender (OR = 1.51, p = 0.027), Time Above Range (TAR) > 250 mg/dL (OR = 1.07, p = 0.025), duration of diabetes (OR = 1.09, p < 0.001), smoking (OR = 2.30, p < 0.001), and history of ischemic stroke (OR = 5.59, p = 0.025) were associated with diabetic retinopathy. No association was observed between the coefficient of variation and diabetic retinopathy (p = 0.934). In patients with HbA1c < 7%, the highest quartile of TAR > 250 was independently linked to diabetic retinopathy (OR = 8.32, p = 0.040), in addition to smoking (OR = 2.90, p = 0.031), duration of diabetes (OR = 1.09, p < 0.001), and hypertension (OR = 2.35, p = 0.040). CONCLUSION TAR > 250 mg/dL significantly emerges as a modifiable factor associated with diabetic retinopathy, even among those patients maintaining recommended HbA1c levels. Understanding glucose metrics is crucial for tailoring treatment strategies for T1D patients.
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Affiliation(s)
- Fernando Sebastian-Valles
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain.
- Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Hospital Universitario de La Princesa, Talca, Chile.
- Hospital Universitario de La Princesa, Diego de León 62, Madrid, 28005, Spain.
| | - Julia Martínez-Alfonso
- Department of Family and Community Medicine, Hospital La Princesa/Centro de Salud Daroca, Madrid, 28006, Spain
| | - Jose Alfonso Arranz Martin
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
| | - Jessica Jiménez-Díaz
- Department of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain
| | - Iñigo Hernando Alday
- Department of Endocrinology and Nutrition, Hospital Universitario Basurto, Bilbao, 48013, Spain
| | - Victor Navas-Moreno
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
| | - Teresa Armenta-Joya
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
| | | | - Gisela Liz Román Gómez
- Department of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain
| | - Jon Garai Hierro
- Department of Endocrinology and Nutrition, Hospital Universitario Basurto, Bilbao, 48013, Spain
| | | | - Carmen González-Ávila
- Department of Neurology, Hospital Universitario Infanta Elena, Valdemoro, 28342, Spain
| | | | - Vicente Martínez-Vizcaíno
- Department of Neurology, Hospital Universitario Infanta Elena, Valdemoro, 28342, Spain
- Health and Social Care Research Center, Universidad de Castilla-La Mancha, Cuenca, 16071, Spain
| | - Mónica Marazuela
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
| | - Miguel Antonio Sampedro-Nuñez
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
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Sager La Ganga C, García-Sanz I, Carrillo López E, Navas-Moreno V, Marazuela M, Gancedo-Quintana Á, Marín-Campos C, Carraro R, Sebastián-Valles F. Equitable Access, Lasting Results: The Influence of Socioeconomic Environment on Bariatric Surgery Outcomes. Obes Surg 2025; 35:59-66. [PMID: 39466525 DOI: 10.1007/s11695-024-07529-2] [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: 04/18/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 10/30/2024]
Abstract
PURPOSE Low socioeconomic status (SES) correlates with higher obesity rates and challenges in accessing treatments like bariatric surgery (BS). This study aims to assess SES's influence on medium-term BS outcomes in a setting of universal healthcare, ensuring equitable treatment access. MATERIAL AND METHODS We conducted a retrospective analysis of 193 BS patients (1997-2018) at a tertiary care hospital. Weight loss was expressed as change in % total weight loss (%TWL) and excess body weight (EBW) loss. Successful BS was defined as > 50% EBW loss. SES was gauged using quartiles of the Spanish Deprivation Index. A multivariable Cox regression model evaluated SES impact on BS success over follow-up. RESULTS The mean follow-up was 6.9 ± 4.6 years; patients averaged 43.9 ± 11.8 years, with 29.7% men. Preoperative BMI was 48.2 ± 8.2 kg/m2. At follow-up, BMI was 33.9 ± 6.6 kg/m2, with 29.3 ± 12.02% of %TWL. No SES quartile differences in BS success were noted at follow-up (log rank p = 0.960). Cox regression revealed no SES disparities in BS outcomes post-adjustment. However, female sex (HR 1.903; p = 0.009) and diabetes mellitus (HR = 0.504; p = 0.010) correlated with weight-related outcomes. CONCLUSION In a universal healthcare system with equitable treatment access, medium-term BS outcomes remain consistent irrespective of patients' socioeconomic status.
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Affiliation(s)
- Carolina Sager La Ganga
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain
| | - Iñigo García-Sanz
- Department of General Surgery, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain
| | - Elena Carrillo López
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain
| | - Víctor Navas-Moreno
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain
| | - Mónica Marazuela
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain
| | - Álvaro Gancedo-Quintana
- Department of General Surgery, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain
| | - Cristina Marín-Campos
- Department of General Surgery, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain
| | - Raffaele Carraro
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain
| | - Fernando Sebastián-Valles
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, 28006, Madrid, Spain.
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