A multi-state analysis of disease trajectories and mental health transitions in patients with type 2 diabetes: A population-based retrospective cohort study utilizing health administrative data

被引:2
|
作者
Lenzi, Jacopo [1 ]
Messina, Rossella [1 ,4 ]
Rosa, Simona [1 ]
Iommi, Marica [2 ]
Rucci, Paola [1 ]
Fantini, Maria Pia [1 ]
Di Bartolo, Paolo [3 ]
机构
[1] Univ Bologna, Dept Biomed & Neuromotor Sci, Bologna, Italy
[2] Marche Polytech Univ, Dept Biomed Sci & Publ Hlth, Ancona, Italy
[3] Local Healthcare Author Romagna, Diabet Unit, Ravenna, Italy
[4] Univ Bologna, Dept Biomed & Neuromotor Sci, Sect Hyg Publ Hlth & Med Stat, Via San Giacomo 12, I-40126 Bologna, BO, Italy
关键词
AGE-IT; Diabetes Mellitus Type 2; Depression; Dementia; Epidemiology; Multi-State Survival Analysis; COGNITIVE DYSFUNCTION; DEPRESSION; MELLITUS; MODELS; ADULTS; COMPLICATIONS; MANAGEMENT; DEMENTIA; MATRIX; RISK;
D O I
10.1016/j.diabres.2024.111561
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims: To investigate the risk of major depression and dementia in patients with type 2 diabetes, including dementia resulting from depression, and their impact on diabetes-related complications and mortality. Methods: We conducted a population-based retrospective cohort study including 11,441 incident cases of diabetes in 2015-2017, with follow-up until 2022. A multi -state survival analysis was performed on a seven-state model with 15 transitions to capture disease progression and onset of mental disorders. Results: Eight-year probabilities of depression, dementia, diabetes-related complications, and death were 9.7% (95% CI 8.7-10.7), 0.9% (95% CI 0.5-1.3), 10.4% (95% CI 9.5-11.4), and 14.8% (95% CI 13.9-15.7), respectively. Depression increased the risk of dementia up to 3.7% (95% CI 2.0-5.4), and up to 10.3% (95% CI 0.3-20.4) if coupled with diabetes complications. Eight-year mortality was 37.5% (95% CI 33.1-42.0) after depression, 74.1% (95% CI 63.7-84.5) after depression plus complications, 76.4% (95% CI 68.8-83.9) after dementia, and 98.6% (95% CI 96.1-100.0) after dementia plus complications. Conclusions: The interconnections observed across depression, dementia, complications, and mortality underscore the necessity for comprehensive and integrated approaches in managing diabetes. Early screening for depression, followed by timely and targeted interventions, may mitigate the risk of dementia and improve diabetes prognosis.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] The Mental Health of First Nations Children in Manitoba: A Population-Based Retrospective Cohort Study Using Linked Administrative Data
    Chartier, Mariette J.
    Brownell, Marni
    Star, Leona
    Murdock, Nora
    Campbell, Rhonda
    Phillips-Beck, Wanda
    Horton, Mabel
    Meade, Chelsey
    Au, Wendy
    Schultz, Jennifer
    Bowes, John-Michael
    Cochrane, Brooke
    CANADIAN JOURNAL OF PSYCHIATRY-REVUE CANADIENNE DE PSYCHIATRIE, 2024, 69 (06): : 404 - 414
  • [2] Trajectories of housing affordability and mental health problems: a population-based cohort study
    Kate Dotsikas
    David Osborn
    Kate Walters
    Jennifer Dykxhoorn
    Social Psychiatry and Psychiatric Epidemiology, 2023, 58 : 769 - 778
  • [3] Trajectories of housing affordability and mental health problems: a population-based cohort study
    Dotsikas, Kate
    Osborn, David
    Walters, Kate
    Dykxhoorn, Jennifer
    SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY, 2023, 58 (05) : 769 - 778
  • [4] RISK OF TYPE 2 DIABETES IN PATIENTS WITH INSOMNIA: A POPULATION-BASED RETROSPECTIVE COHORT STUDY
    Wu, F. -L.
    Lin, C. -L.
    Chien, W. -C.
    Chung, C. -H.
    SLEEP MEDICINE, 2017, 40 : E348 - E348
  • [5] Severe mental illness and quality of care for type 2 diabetes: A retrospective population-based cohort study
    Scheuer, Stine H.
    Fleetwood, Kelly J.
    Licence, Kirsty A. M.
    Mercer, Stewart W.
    Smith, Daniel J.
    Sudlow, Cathie L. M.
    Andersen, Gregers S.
    Wild, Sarah H.
    Jackson, Caroline A.
    DIABETES RESEARCH AND CLINICAL PRACTICE, 2022, 190
  • [6] Is HDL cholesterol protective in patients with type 2 diabetes? A retrospective population-based cohort study
    Fanni, Giovanni
    Rosato, Rosalba
    Gentile, Luigi
    Anselmino, Matteo
    Frea, Simone
    Ponzo, Valentina
    Pellegrini, Marianna
    Broglio, Fabio
    Pivari, Francesca
    De Ferrari, Gaetano Maria
    Ghigo, Ezio
    Bo, Simona
    JOURNAL OF TRANSLATIONAL MEDICINE, 2020, 18 (01)
  • [7] Is HDL cholesterol protective in patients with type 2 diabetes? A retrospective population-based cohort study
    Giovanni Fanni
    Rosalba Rosato
    Luigi Gentile
    Matteo Anselmino
    Simone Frea
    Valentina Ponzo
    Marianna Pellegrini
    Fabio Broglio
    Francesca Pivari
    Gaetano Maria De Ferrari
    Ezio Ghigo
    Simona Bo
    Journal of Translational Medicine, 18
  • [8] Cardiovascular disease risk prediction for people with type 2 diabetes in a population-based cohort and in electronic health record data
    Szymonifka, Jackie
    Conderino, Sarah
    Cigolle, Christine
    Ha, Jinkyung
    Kabeto, Mohammed
    Yu, Jaehong
    Dodson, John A.
    Thorpe, Lorna
    Blaum, Caroline
    Zhong, Judy
    JAMIA OPEN, 2020, 3 (04) : 583 - 592
  • [9] Incidence and predictors for cardiovascular disease in Chinese patients with type 2 diabetes mellitus - a population-based retrospective cohort study
    Wan, Eric Yuk Fai
    Fong, Daniel Yee Tak
    Fung, Colman Siu Cheung
    Lam, Cindy Lo Kuen
    JOURNAL OF DIABETES AND ITS COMPLICATIONS, 2016, 30 (03) : 444 - 450
  • [10] Obstructive Sleep Apnea and Mental Health Disorders in the Pediatric Population A Retrospective, Population-based Cohort Study
    Kendzerska, Tetyana
    Radhakrishnan, Dhenuka
    Amin, Reshma
    Narang, Indra
    Boafo, Addo
    Robillard, Rebecca
    Talarico, Robert
    Blinder, Henrietta
    Spitale, Naomi
    Katz, Sherri Lynne
    ANNALS OF THE AMERICAN THORACIC SOCIETY, 2024, 21 (09) : 1299 - 1308