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
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.
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Korea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South KoreaKorea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South Korea
Kim, Jung A.
Kim, Da Hye
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Catholic Univ Korea, Coll Med, Dept Biostat, 222 Banpo Daero, Seoul 06591, South KoreaKorea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South Korea
Kim, Da Hye
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Kim, Seon Mee
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Park, Yong Gyu
Kim, Nan Hee
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Korea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South KoreaKorea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South Korea
Kim, Nan Hee
Baik, Sei Hyun
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Korea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South KoreaKorea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South Korea
Baik, Sei Hyun
Choi, Kyung Mook
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Korea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South KoreaKorea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South Korea
Choi, Kyung Mook
Han, Kyungdo
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Catholic Univ Korea, Coll Med, Dept Biostat, 222 Banpo Daero, Seoul 06591, South KoreaKorea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South Korea
Han, Kyungdo
Yoo, Hye Jin
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Korea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South KoreaKorea Univ, Dept Internal Med, Div Endocrinol & Metab, Coll Med, Seoul, South Korea
机构:
ICES, Toronto, ON, CanadaICES, Toronto, ON, Canada
Iqbal, Javaid
Sutradhar, Rinku
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ICES, Toronto, ON, Canada
Univ Toronto, Inst Hlth Policy Management & Evaluat, Toronto, ON, CanadaICES, Toronto, ON, Canada
Sutradhar, Rinku
Zhao, Haoyu
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ICES, Toronto, ON, CanadaICES, Toronto, ON, Canada
Zhao, Haoyu
Howell, Doris
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Univ Hlth Network, Princess Margaret Hosp, Toronto, ON, Canada
Univ Toronto, Lawrence Bloomberg Fac Nursing, Toronto, ON, CanadaICES, Toronto, ON, Canada
Howell, Doris
O'Brien, Mary Ann
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Univ Toronto, Dept Family & Community Med, Toronto, ON, CanadaICES, Toronto, ON, Canada
O'Brien, Mary Ann
Seow, Hsien
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McMaster Univ, Dept Oncol, Hamilton, ON, CanadaICES, Toronto, ON, Canada
Seow, Hsien
Dudgeon, Deborah
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Canadian Partnership Canc, Toronto, ON, CanadaICES, Toronto, ON, Canada
Dudgeon, Deborah
Atzema, Clare
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ICES, Toronto, ON, Canada
Sunnybrook Hlth Sci Ctr, Toronto, ON, Canada
Univ Toronto, Dept Med, Div Emergency Med, Toronto, ON, CanadaICES, Toronto, ON, Canada
Atzema, Clare
Earle, Craig C.
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ICES, Toronto, ON, Canada
Sunnybrook Hlth Sci Ctr, Toronto, ON, CanadaICES, Toronto, ON, Canada
Earle, Craig C.
DeAngelis, Carlo
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Sunnybrook Hlth Sci Ctr, Odette Canc Ctr, Dept Pharm, Toronto, ON, Canada
Univ Toronto, Leslie Dan Fac Pharm, Toronto, ON, CanadaICES, Toronto, ON, Canada
DeAngelis, Carlo
Sussman, Jonathan
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McMaster Univ, Dept Oncol, Hamilton, ON, CanadaICES, Toronto, ON, Canada
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Univ Western Australia, Burn Injury Res Unit, Crawley, WA, AustraliaUniv Western Australia, Burn Injury Res Unit, Crawley, WA, Australia
Duke, Janine M.
Randall, Sean M.
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Curtin Univ, Ctr Data Linkage, Perth, WA, AustraliaUniv Western Australia, Burn Injury Res Unit, Crawley, WA, Australia
Randall, Sean M.
Boyd, James H.
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Curtin Univ, Ctr Data Linkage, Perth, WA, AustraliaUniv Western Australia, Burn Injury Res Unit, Crawley, WA, Australia
Boyd, James H.
Wood, Fiona M.
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Univ Western Australia, Burn Injury Res Unit, Crawley, WA, Australia
Fiona Stanley Hosp, Burns Serv Western Australia, Murdoch, WA, Australia
Princess Margaret Hosp, Subiaco, WA, AustraliaUniv Western Australia, Burn Injury Res Unit, Crawley, WA, Australia
Wood, Fiona M.
Fear, Mark W.
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Univ Western Australia, Burn Injury Res Unit, Crawley, WA, AustraliaUniv Western Australia, Burn Injury Res Unit, Crawley, WA, Australia
Fear, Mark W.
Rea, Suzanne
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Univ Western Australia, Burn Injury Res Unit, Crawley, WA, Australia
Fiona Stanley Hosp, Burns Serv Western Australia, Murdoch, WA, Australia
Princess Margaret Hosp, Subiaco, WA, AustraliaUniv Western Australia, Burn Injury Res Unit, Crawley, WA, Australia
机构:
Univ Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R China
Wan, Eric Yuk Fai
Yu, Esther Yee Tak
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Univ Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R China
Yu, Esther Yee Tak
Chin, Weng Yee
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Univ Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R China
Chin, Weng Yee
Fung, Colman Siu Cheung
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Univ Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R China
Fung, Colman Siu Cheung
Fong, Daniel Yee Tak
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Univ Hong Kong, Sch Nursing, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R China
Fong, Daniel Yee Tak
Choi, Edmond Pui Hang
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Univ Hong Kong, Sch Nursing, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R China
Choi, Edmond Pui Hang
Chan, Anca Ka Chun
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Univ Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R China
Chan, Anca Ka Chun
Lam, Cindy Lo Kuen
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Univ Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Family Med & Primary Care, Hong Kong, Hong Kong, Peoples R China