Automated mass screening and association rules analysis for comorbidities of psoriasis: A population‐based case–control study

Patients with psoriasis frequently have comorbidities, which are linked to higher mortality rates. An in‐depth investigation of comorbidities and their effects on health can help improve the management of patients with psoriasis. We conducted a comprehensive and unbiased investigation of comorbiditi...

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Veröffentlicht in:Journal of dermatology 2024-04, Vol.51 (4), p.539-551
Hauptverfasser: Kim, Bo Ri, Lee, Kun Hee, Paik, Kyungho, Kim, Minjae, Bae, Jung Min, Choi, Chong Won, Youn, Sang Woong
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container_end_page 551
container_issue 4
container_start_page 539
container_title Journal of dermatology
container_volume 51
creator Kim, Bo Ri
Lee, Kun Hee
Paik, Kyungho
Kim, Minjae
Bae, Jung Min
Choi, Chong Won
Youn, Sang Woong
description Patients with psoriasis frequently have comorbidities, which are linked to higher mortality rates. An in‐depth investigation of comorbidities and their effects on health can help improve the management of patients with psoriasis. We conducted a comprehensive and unbiased investigation of comorbidities in patients with psoriasis and explored the pattern of association between comorbidities. A nationwide population‐based study included 384 914 patients with psoriasis and 384 914 matched controls between 2011 and 2021. We used automated mass screening of all diagnostic codes to identify psoriasis‐associated comorbidities and applied association rule analysis to explore the patterns of comorbidity associations in patients with psoriasis. Patients with psoriasis had an increased risk of autoimmunity‐related diseases such as inflammatory arthritis, Crohn's disease, type 1 diabetes, and acute myocardial infarction. The comorbidities of patients with psoriasis with a history of cardiovascular events demonstrated strong interrelationships with other cardiovascular risk factors including type 2 diabetes mellitus, essential hypertension, and dyslipidemia. We also found comorbidities, such as malignant skin tumors and kidney and liver diseases, which could have adverse effects of anti‐psoriasis therapy. In contrast, patients with psoriasis showed a decreased association with upper respiratory tract infection. Our results imply that comorbidities in patients with psoriasis are associated with the systemic inflammation of psoriasis and the detrimental effects of its treatment. Furthermore, we found patterns of associations between the cardiovascular risk factors and psoriasis. Mass screening and association analyses using large‐scale databases can be used to investigate impartially the comorbidities of psoriasis and other diseases.
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An in‐depth investigation of comorbidities and their effects on health can help improve the management of patients with psoriasis. We conducted a comprehensive and unbiased investigation of comorbidities in patients with psoriasis and explored the pattern of association between comorbidities. A nationwide population‐based study included 384 914 patients with psoriasis and 384 914 matched controls between 2011 and 2021. We used automated mass screening of all diagnostic codes to identify psoriasis‐associated comorbidities and applied association rule analysis to explore the patterns of comorbidity associations in patients with psoriasis. Patients with psoriasis had an increased risk of autoimmunity‐related diseases such as inflammatory arthritis, Crohn's disease, type 1 diabetes, and acute myocardial infarction. The comorbidities of patients with psoriasis with a history of cardiovascular events demonstrated strong interrelationships with other cardiovascular risk factors including type 2 diabetes mellitus, essential hypertension, and dyslipidemia. We also found comorbidities, such as malignant skin tumors and kidney and liver diseases, which could have adverse effects of anti‐psoriasis therapy. In contrast, patients with psoriasis showed a decreased association with upper respiratory tract infection. Our results imply that comorbidities in patients with psoriasis are associated with the systemic inflammation of psoriasis and the detrimental effects of its treatment. Furthermore, we found patterns of associations between the cardiovascular risk factors and psoriasis. 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An in‐depth investigation of comorbidities and their effects on health can help improve the management of patients with psoriasis. We conducted a comprehensive and unbiased investigation of comorbidities in patients with psoriasis and explored the pattern of association between comorbidities. A nationwide population‐based study included 384 914 patients with psoriasis and 384 914 matched controls between 2011 and 2021. We used automated mass screening of all diagnostic codes to identify psoriasis‐associated comorbidities and applied association rule analysis to explore the patterns of comorbidity associations in patients with psoriasis. Patients with psoriasis had an increased risk of autoimmunity‐related diseases such as inflammatory arthritis, Crohn's disease, type 1 diabetes, and acute myocardial infarction. The comorbidities of patients with psoriasis with a history of cardiovascular events demonstrated strong interrelationships with other cardiovascular risk factors including type 2 diabetes mellitus, essential hypertension, and dyslipidemia. We also found comorbidities, such as malignant skin tumors and kidney and liver diseases, which could have adverse effects of anti‐psoriasis therapy. In contrast, patients with psoriasis showed a decreased association with upper respiratory tract infection. Our results imply that comorbidities in patients with psoriasis are associated with the systemic inflammation of psoriasis and the detrimental effects of its treatment. Furthermore, we found patterns of associations between the cardiovascular risk factors and psoriasis. 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subjects association rules analysis
Autoimmune diseases
Autoimmunity
Automation
Cardiovascular diseases
Cardiovascular Diseases - epidemiology
Case-Control Studies
Comorbidity
Crohn's disease
Diabetes
Diabetes mellitus (insulin dependent)
Diabetes mellitus (non-insulin dependent)
Diabetes Mellitus, Type 2 - complications
Diabetes Mellitus, Type 2 - epidemiology
Dyslipidemia
Humans
Inflammatory bowel diseases
Liver diseases
mass screening
Myocardial infarction
Population studies
Psoriasis
Psoriasis - complications
Psoriasis - diagnosis
Psoriasis - epidemiology
Respiratory tract infection
Risk factors
title Automated mass screening and association rules analysis for comorbidities of psoriasis: A population‐based case–control study
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