1
|
Vanlaer Y, Minschart C, Van den Keybus K, Myngheer N, Maes T, De Block C, Bochanen N, Van Pottelbergh I, Abrams P, Vinck W, Leuridan L, Driessens S, Billen J, Matthys C, Bogaerts A, Laenen A, Mathieu C, Benhalima K. Mental Health and Metabolic Outcomes in Early Postpartum in Women with Prediabetes After Gestational Diabetes: A Secondary Analysis of the MELINDA Trial. J Clin Med 2025; 14:3592. [PMID: 40429596 PMCID: PMC12111842 DOI: 10.3390/jcm14103592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2025] [Revised: 05/12/2025] [Accepted: 05/19/2025] [Indexed: 05/29/2025] Open
Abstract
Aims: To examine the association between depressive symptoms and metabolic profile in women with prior gestational diabetes mellitus (GDM) and early postpartum prediabetes, and to explore whether a mobile-based lifestyle intervention affected mental health outcomes. Methods: Secondary, exploratory analysis of a multi-centric randomized controlled trial (MELINDA), evaluating a mobile-based lifestyle intervention versus standard follow-up (control group) in women with prediabetes after GDM. The analysis included 166 participants who completed the Center for Epidemiologic Studies-Depression (CES-D) questionnaire [score of ≥16 being suggestive for (sub)clinical depression] at baseline (6-16 weeks postpartum) and one year post-randomization. Results: At one year, 26.5% of women (n = 44) reported depressive symptoms, with no significant difference between the intervention and control groups (30.5% vs. 22.6%, p = 0.293). Women with depressive symptoms (symptomatic women) were younger (30.9 ± 4.9 vs. 32.5 ± 3.8 years, p = 0.033) and were less often highly educated (61.4% vs. 80.3%, p = 0.028). At baseline, symptomatic women had a higher rate of metabolic syndrome (38.6% vs. 21.9%, p = 0.044), higher LDL-cholesterol [3.2 ± 0.8 vs. 2.8 ± 0.8 mmol/L, p = 0.009], lower quality of life (lower SF-36 scores, p < 0.050) and a higher level of anxiety based on the STAI-6 questionnaire (14.5 ± 3.6 vs. 11.2 ± 2.6, p < 0.001). These differences persisted at one year postpartum with worse metabolic profile, more anxiety and lower quality of life in symptomatic women. Conclusions: Depressive symptoms are common in women with prediabetes in early postpartum after GDM and are associated with a persistent worse metabolic profile, increased anxiety and lower quality of life postpartum. The mobile-based lifestyle intervention did not improve mental health.
Collapse
Affiliation(s)
- Yana Vanlaer
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, Herestraat 49, 3000 Leuven, Belgium; (Y.V.); (C.M.); (C.M.)
| | - Caro Minschart
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, Herestraat 49, 3000 Leuven, Belgium; (Y.V.); (C.M.); (C.M.)
| | | | - Nele Myngheer
- Department of Endocrinology, General Hospital Groeninge Kortrijk, Campus Kennedylaan 4, 8500 Kortrijk, Belgium;
| | - Toon Maes
- Department of Obstetrics & Gynecology, Imelda Hospital, Schoolstraat 55, 2820 Bonheiden, Belgium;
| | - Christophe De Block
- Department of Endocrinology-Diabetology-Metabolism, Antwerp University Hospital, Wilrijkstraat 10, 2650 Edegem, Belgium; (C.D.B.); (N.B.)
| | - Niels Bochanen
- Department of Endocrinology-Diabetology-Metabolism, Antwerp University Hospital, Wilrijkstraat 10, 2650 Edegem, Belgium; (C.D.B.); (N.B.)
| | | | - Pascale Abrams
- Department of Endocrinology, ZAS Hospital Sint-Vincentius, Sint-Vincentiusstraat 20, 2018 Antwerpen, Belgium;
- Department of Endocrinology, ZAS Hospital Sint-Augustinus, Oosterveldlaan 24, 2610 Wilrijk, Belgium;
| | - Wouter Vinck
- Department of Endocrinology, ZAS Hospital Sint-Augustinus, Oosterveldlaan 24, 2610 Wilrijk, Belgium;
| | - Liesbeth Leuridan
- Department of Endocrinology, General Hospital Klina, Augustijnslei 100, 2930 Brasschaat, Belgium; (L.L.); (S.D.)
| | - Sabien Driessens
- Department of Endocrinology, General Hospital Klina, Augustijnslei 100, 2930 Brasschaat, Belgium; (L.L.); (S.D.)
| | - Jaak Billen
- Department of Laboratory Medicine, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium;
| | - Christophe Matthys
- Department of Chronic Diseases and Metabolism, KU Leuven, Herestraat 49, 3000 Leuven, Belgium;
- Department of Endocrinology, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Annick Bogaerts
- REALIFE Research Group, Research Unit Woman and Child, Department of Development and Regeneration, KU Leuven, Herestraat 49, 3000 Leuven, Belgium;
- Faculty of Health, University of Plymouth, 3 Portland Mews, Devon PL4 8AA, UK
| | - Annouschka Laenen
- Leuven Biostatistics and Statistical Bioinformatics Centre, KU Leuven, Herestraat 49, 3000 Leuven, Belgium;
| | - Chantal Mathieu
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, Herestraat 49, 3000 Leuven, Belgium; (Y.V.); (C.M.); (C.M.)
- Department of Endocrinology, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Katrien Benhalima
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, Herestraat 49, 3000 Leuven, Belgium; (Y.V.); (C.M.); (C.M.)
- Department of Endocrinology, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| |
Collapse
|
2
|
Wellens J, Vissers E, Dumoulin A, Hoekx S, Vanderstappen J, Verbeke J, Vangoitsenhoven R, Derrien M, Verstockt B, Ferrante M, Matthys C, Raes J, Verbeke K, Vermeire S, Sabino J. Cooking methods affect advanced glycation end products and lipid profiles: A randomized cross-over study in healthy subjects. Cell Rep Med 2025; 6:102091. [PMID: 40280130 DOI: 10.1016/j.xcrm.2025.102091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 10/13/2024] [Accepted: 03/28/2025] [Indexed: 04/29/2025]
Abstract
Thermal treatments used in ultra-processed foods (UPFs) lead to advanced glycation end products (AGEs). UPFs and serum AGEs are associated with cardiometabolic disease. We explore differential cooking methods as a mechanistic link between UPFs and detrimental health outcomes through a randomized cross-over cooking method trial in healthy subjects using identical ingredients and a deep profiling analysis. We show that low-AGE-generating cooking methods such as boiling and steaming decrease serum AGEs, improve lipid profiles, and increase serum protein 4E-BP1. In contrast, high-AGE-generating cooking methods such as grilling and baking increase fecal butyrate. In sum, this suggests that low-AGE-generating cooking methods should be considered in cardiovascular risk prevention. Since current dietary guidelines focus on ingredients, but not cooking methods, our results suggest that culinary techniques should be considered as an important factor in cardiometabolic preventive strategies and future dietary trial design. This study was registered at ClinicalTrials.gov (NCT06547190).
Collapse
Affiliation(s)
- Judith Wellens
- Department of Chronic Diseases and Metabolism, Translational Research Center for Gastrointestinal Disorders (TARGID), KU Leuven, 3000 Leuven, Belgium; Department of Gastroenterology and Hepatology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Eva Vissers
- Department of Chronic Diseases and Metabolism, Translational Research Center for Gastrointestinal Disorders (TARGID), KU Leuven, 3000 Leuven, Belgium
| | - Anaïs Dumoulin
- Department of Chronic Diseases and Metabolism, Translational Research Center for Gastrointestinal Disorders (TARGID), KU Leuven, 3000 Leuven, Belgium
| | - Sien Hoekx
- Department of Gastroenterology and Hepatology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Julie Vanderstappen
- Department of Gastroenterology and Hepatology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Joke Verbeke
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, 3000 Leuven, Belgium
| | - Roman Vangoitsenhoven
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, 3000 Leuven, Belgium; Department of Endocrinology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Muriel Derrien
- Microbiology, Immunology and Transplantation Department, Rega Institute, KU Leuven, 3000 Leuven, Belgium; VIB Center for Microbiology, 3000 Leuven, Belgium
| | - Bram Verstockt
- Department of Chronic Diseases and Metabolism, Translational Research Center for Gastrointestinal Disorders (TARGID), KU Leuven, 3000 Leuven, Belgium; Department of Gastroenterology and Hepatology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Marc Ferrante
- Department of Chronic Diseases and Metabolism, Translational Research Center for Gastrointestinal Disorders (TARGID), KU Leuven, 3000 Leuven, Belgium; Department of Gastroenterology and Hepatology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Christophe Matthys
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, 3000 Leuven, Belgium; Department of Endocrinology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Jeroen Raes
- Microbiology, Immunology and Transplantation Department, Rega Institute, KU Leuven, 3000 Leuven, Belgium; VIB Center for Microbiology, 3000 Leuven, Belgium
| | - Kristin Verbeke
- Department of Chronic Diseases and Metabolism, Translational Research Center for Gastrointestinal Disorders (TARGID), KU Leuven, 3000 Leuven, Belgium
| | - Séverine Vermeire
- Department of Chronic Diseases and Metabolism, Translational Research Center for Gastrointestinal Disorders (TARGID), KU Leuven, 3000 Leuven, Belgium; Department of Gastroenterology and Hepatology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - João Sabino
- Department of Chronic Diseases and Metabolism, Translational Research Center for Gastrointestinal Disorders (TARGID), KU Leuven, 3000 Leuven, Belgium; Department of Gastroenterology and Hepatology, University Hospitals Leuven, 3000 Leuven, Belgium.
| |
Collapse
|
3
|
Verbeke J, Matthys C. Development and User Experience Evaluation of an Experience Sampling-Based Dietary Assessment Method. Curr Dev Nutr 2024; 8:104479. [PMID: 39582947 PMCID: PMC11585766 DOI: 10.1016/j.cdnut.2024.104479] [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: 04/30/2024] [Revised: 09/17/2024] [Accepted: 10/10/2024] [Indexed: 11/26/2024] Open
Abstract
Background Most technology-based dietary assessment methods use the same methodology as traditional dietary assessment methods resulting in similar limitations and biases. Experience sampling methodology (ESM) is a real-life real-time data-capturing method that is explored as an alternative methodology for dietary assessment to improve feasibility and data accuracy. Objectives This research aimed to develop and evaluate an experience sampling-based dietary assessment method (ESDAM) measuring habitual dietary intake. Methods Starting from a food frequency questionnaire, experience sampling principles were implemented resulting in a pilot ESDAM. Second, the pilot ESDAM was evaluated for feasibility and convergent validity compared with a 3-d food record. Mean intake with standard deviations was compared between the pilot ESDAM, food record (FR), and food frequency questionnaire (FFQ), and Spearman correlation coefficients (SCCs) were calculated. Third, following a literature review and expert opinion, the questions and design of the pilot ESDAM were further adapted to ESM and implemented in an experience sampling survey application. The resulting prototype ESDAM underwent 2 rounds of user experience (UX) evaluation in which 10 persons tested ESDAM for 1 wk followed by a structured evaluation interview. Results The pilot ESDAM, FR, and FFQ were completed by 27 participants and the evaluation questionnaire by 78 participants. Mean energy intake by the FFQ, pilot ESDAM, and FR was 1272.2 ± 308.9 kcal/d, 1592.3 ± 358.9 kcal/d, and 1664.6 ± 257.8 kcal, respectively. The evaluation revealed the limited time window (19:00-23:00) to respond was inconvenient, good acceptability, and ease of use of the pilot ESDAM. The UX evaluation study revealed overall good acceptability, ease of use, and low burden of the different prototypes of ESDAM. Conclusions ESM could advance the field beyond traditional methodologies and improve feasibility. ESDAM is unique in assessing dietary intake quantitatively through ESM. Additional assessment of validity might shed light on the data accuracy of ESDAM.
Collapse
Affiliation(s)
- Joke Verbeke
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Christophe Matthys
- Department of Chronic Diseases and Metabolism, Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
- Department of Endocrinology, University Hospitals Leuven, Leuven, Belgium
| |
Collapse
|
4
|
Verhavert Y, Deliens T, Van Cauwenberg J, Van Hoof E, Matthys C, de Vries J, Clarys P, De Martelaer K, Zinzen E. Associations of lifestyle with burnout risk and recovery need in Flemish secondary schoolteachers: a cross-sectional study. Sci Rep 2024; 14:3268. [PMID: 38332138 PMCID: PMC10853556 DOI: 10.1038/s41598-024-53044-w] [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: 11/14/2023] [Accepted: 01/27/2024] [Indexed: 02/10/2024] Open
Abstract
Teacher burnout and high recovery need are a topic of concern for educational institutions. This cross-sectional study assesses the association between lifestyle (including physical activity (PA), sedentary behavior (SB), dietary behavior and sleep), burnout risk and recovery need in 1878 secondary schoolteachers in Flanders. In September-October 2019, an online-questionnaire assessing burnout (i.e., emotional exhaustion, depersonalization, personal accomplishment), recovery need, PA-domains, SB-domains, dietary behavior (including fruit and vegetable intake and diet quality) and sleep during the week and the weekend was completed. Multiple linear regression models were applied. More emotional exhaustion was associated with more domestic and garden PA, work-related SB and sleep during the weekend, whereas higher scores of emotional exhaustion were associated with lower fruit intake, diet quality and less sleep during the week. More depersonalization was associated with more leisure-time PA and work-related SB and with lower fruit intake. Teachers showing more recovery need, showed more domestic and garden PA and work-related SB, but less leisure-time PA and sleep during the week. Future research should use longitudinal or experimental designs to get more insight into causality. Despite the low effect sizes, education networks and schools might benefit from promoting and facilitating a healthy lifestyle in secondary schoolteachers.
Collapse
Affiliation(s)
- Yanni Verhavert
- Department of Movement and Sport Sciences, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium.
| | - Tom Deliens
- Department of Movement and Sport Sciences, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium
| | - Jelle Van Cauwenberg
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Corneel Heymanslaan 10, 9000, Ghent, Belgium
- Research Foundation - Flanders (FWO), Leuvenseweg 38, 1000, Brussels, Belgium
| | | | - Christophe Matthys
- Department of Endocrinology, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Juriena de Vries
- Department of Health, Medical and Neuropyschology, University of Leiden, Wassenaarseweg 52, 2333 AK, Leiden, The Netherlands
| | - Peter Clarys
- Department of Movement and Sport Sciences, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium
| | - Kristine De Martelaer
- Department of Movement and Sport Sciences, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium
| | - Evert Zinzen
- Department of Movement and Sport Sciences, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium
| |
Collapse
|