Prepregnancy Diabetes and Perinatal Mental Illness: A Population-Based Latent Class Analysis

被引:2
作者
Brown, Hilary K. [1 ,2 ,3 ,4 ,5 ]
Cairncross, Zoe F. [1 ]
Lipscombe, Lorraine L. [3 ,6 ]
Wilton, Andrew S. [3 ]
Dennis, Cindy-Lee [2 ,7 ,8 ]
Ray, Joel G. [3 ,6 ,8 ]
Guttmann, Astrid [1 ,3 ,9 ]
Vigod, Simone N. [2 ,3 ,4 ]
机构
[1] Univ Toronto, Dalla Lana Sch Publ Hlth, Div Epidemiol, Toronto, ON, Canada
[2] Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, Canada
[3] ICES, Toronto, ON, Canada
[4] Womens Coll Hosp, Womens Coll Res Inst, Toronto, ON, Canada
[5] Univ Toronto Scarborough, Interdisciplinary Ctr Hlth & Soc, 1265 Mil Trail, Toronto, ON M1C 1A5, Canada
[6] Univ Toronto, Fac Med, Dept Med, Toronto, ON, Canada
[7] Univ Toronto, Lawrence S Bloomberg Fac Nursing, Toronto, ON, Canada
[8] St Michaels Hosp, Li Ka Shing Knowledge Inst, Toronto, ON, Canada
[9] Hosp Sick Children, Div Paediat Med, Toronto, ON, Canada
基金
加拿大健康研究院;
关键词
diabetes complications; diabetes mellitus; mental health; postpartum period; prenatal care; ADMINISTRATIVE DATA ALGORITHM; POSTPARTUM DEPRESSION; RISK-FACTORS; HEALTH-CARE; PREVALENCE; VALIDATION; ONTARIO; ANXIETY; EPIDEMIOLOGY; METAANALYSIS;
D O I
10.1093/aje/kwz254
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
We examined the risk of any perinatal mental illness associated with prepregnancy diabetes and identified how diabetes duration, complexity, and intensity of care affect this risk. We performed a population-based study of women aged 15-49 years with (n = 14,186) and without (n = 843,818) prepregnancy diabetes who had a singleton livebirth (Ontario, Canada, 2005-2015) and no recent mental illness. Modified Poisson regression estimated perinatal mental illness risk between conception and 1 year postpartum in women with versus without diabetes and in diabetes groups, defined by a latent class analysis of diabetes duration, complexity, and intensity-of-care variables, versus women without diabetes. Women with diabetes were more likely than those without to develop perinatal mental illness ( 18.1% vs. 16.0%; adjusted relative risk= 1.11, 95% confidence interval: 1.07, 1.15). Latent classes of women with diabetes were: uncomplicated and not receiving regular care (59.7%); complicated, with longstanding diabetes, and receiving regular care (16.4%); and recently diagnosed, with comorbidities, and receiving regular care (23.9%). Perinatal mental illness risk was elevated in all classes versus women without diabetes (adjusted relative risks: 1.09-1.12), but results for class 2 were nonsignificant after adjustment. Women with diabetes could benefit from preconception and perinatal strategies to reduce their mental illness risk.
引用
收藏
页码:573 / 582
页数:10
相关论文
共 52 条
[1]  
American Diabetes Association, 2003, Diabetes Care, V26 Suppl 1, pS91
[2]  
[Anonymous], 1996, ICES PRACTICE ATLAS, P339
[3]   Integrating mental and physical health care: the mind and body approach [J].
Attoe, Chris ;
Lillywhite, Kate ;
Hinchliffe, Eliza ;
Bazley, Anna ;
Cross, Sean .
LANCET PSYCHIATRY, 2018, 5 (05) :387-389
[4]   Using the Standardized Difference to Compare the Prevalence of a Binary Variable Between Two Groups in Observational Research [J].
Austin, Peter C. .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2009, 38 (06) :1228-1234
[5]   Validation of international algorithms to identify adults with inflammatory bowel disease in health administrative data from Ontario, Canada [J].
Benchimol, Eric I. ;
Guttmann, Astrid ;
Mack, David R. ;
Nguyen, Geoffrey C. ;
Marshall, John K. ;
Gregor, James C. ;
Wong, Jenna ;
Forster, Alan J. ;
Manuel, Douglas G. .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2014, 67 (08) :887-896
[6]   Monitoring Glycemic Control [J].
Berard, Lori D. ;
Siemens, Rick ;
Woo, Vincent .
CANADIAN JOURNAL OF DIABETES, 2018, 42 :S47-S53
[7]   Prevalence of Pre-Pregnancy Diabetes, Obesity, and Hypertension in Canada [J].
Berger, Howard ;
Melamed, Nir ;
Murray-Davis, Beth ;
Hasan, Haroon ;
Mawjee, Karizma ;
Barrett, Jon ;
McDonald, Sarah D. ;
Geary, Michael ;
Ray, Joel G. .
JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA, 2019, 41 (11) :1579-+
[8]   A population-based assessment of systemic lupus erythematosus incidence and prevalenceresults and implications of using administrative data for epidemiological studies [J].
Bernatsky, S. ;
Joseph, L. ;
Pineau, C. A. ;
Tamblyn, R. ;
Feldman, D. E. ;
Clarke, A. E. .
RHEUMATOLOGY, 2007, 46 (12) :1814-1818
[9]   Chronic Medical Conditions and Peripartum Mental Illness: A Systematic Review and Meta-Analysis [J].
Brown, Hilary K. ;
Qazilbash, Amna ;
Rahim, Nedda ;
Dennis, Cindy-Lee ;
Vigod, Simone N. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2018, 187 (09) :2060-2068
[10]   Symptoms of depression and anxiety in youth with type I diabetes: A systematic review and meta-analysis [J].
Buchberger, Barbara ;
Huppertz, Hendrik ;
Krabbe, Laura ;
Lux, Beate ;
Mattivi, Jessica T. ;
Siafarikas, Aris .
PSYCHONEUROENDOCRINOLOGY, 2016, 70 :70-84