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Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes
OBJECTIVE: To determine the prevalence of neuropsychological outcomes in individuals with type 1 diabetes compared to individuals with type 2 diabetes or without diabetes, and to evaluate the association of diabetes status and microvascular/macrovascular complications with neuropsychological outcome...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8934404/ https://www.ncbi.nlm.nih.gov/pubmed/35317223 http://dx.doi.org/10.3389/fendo.2022.834978 |
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author | Putnam, Nathaniel M. Reynolds, Evan L. Banerjee, Mousumi Mizokami-Stout, Kara Albright, Dana Lee, Joyce Pop-Busui, Rodica Feldman, Eva L. Callaghan, Brian C. |
author_facet | Putnam, Nathaniel M. Reynolds, Evan L. Banerjee, Mousumi Mizokami-Stout, Kara Albright, Dana Lee, Joyce Pop-Busui, Rodica Feldman, Eva L. Callaghan, Brian C. |
author_sort | Putnam, Nathaniel M. |
collection | PubMed |
description | OBJECTIVE: To determine the prevalence of neuropsychological outcomes in individuals with type 1 diabetes compared to individuals with type 2 diabetes or without diabetes, and to evaluate the association of diabetes status and microvascular/macrovascular complications with neuropsychological outcomes. PATIENTS AND METHODS: We used a nationally representative healthcare claims database of privately insured individuals (1/1/2001-12/31/2018) to identify individuals with type 1 diabetes. Propensity score matching was used as a quasi-randomization technique to match type 1 diabetes individuals to type 2 diabetes individuals and controls. Diabetes status, microvascular/macrovascular complications (retinopathy, neuropathy, nephropathy, stroke, myocardial infarction, peripheral vascular disease, amputations), and neuropsychological outcomes (mental health, cognitive, chronic pain, addiction, sleep disorders) were defined using ICD-9/10 codes. Logistic regression determined associations between diabetes status, microvascular/macrovascular complications, and neuropsychological outcomes. RESULTS: We identified 184,765 type 1 diabetes individuals matched to 524,602 type 2 diabetes individuals and 522,768 controls. With the exception of cognitive disorders, type 2 diabetes individuals had the highest prevalence of neuropsychological outcomes, followed by type 1 diabetes, and controls. After adjusting for the presence of microvascular/macrovascular complications, type 1 diabetes was not significantly associated with a higher risk of neuropsychological outcomes; however, type 2 diabetes remained associated with mental health, cognitive, and sleep disorders. The presence of microvascular/macrovascular complications was independently associated with each neuropsychological outcome regardless of diabetes status. CONCLUSION: Microvascular/macrovascular complications are associated with a high risk of neuropsychological outcomes regardless of diabetes status. Therefore, preventing microvascular and macrovascular complications will likely help reduce the likelihood of neuropsychological outcomes either as the result of similar pathophysiologic processes or by preventing the direct and indirect consequences of these complications. For individuals with type 2 diabetes, risk factors beyond complications (such as obesity) likely contribute to neuropsychological outcomes. |
format | Online Article Text |
id | pubmed-8934404 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89344042022-03-21 Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes Putnam, Nathaniel M. Reynolds, Evan L. Banerjee, Mousumi Mizokami-Stout, Kara Albright, Dana Lee, Joyce Pop-Busui, Rodica Feldman, Eva L. Callaghan, Brian C. Front Endocrinol (Lausanne) Endocrinology OBJECTIVE: To determine the prevalence of neuropsychological outcomes in individuals with type 1 diabetes compared to individuals with type 2 diabetes or without diabetes, and to evaluate the association of diabetes status and microvascular/macrovascular complications with neuropsychological outcomes. PATIENTS AND METHODS: We used a nationally representative healthcare claims database of privately insured individuals (1/1/2001-12/31/2018) to identify individuals with type 1 diabetes. Propensity score matching was used as a quasi-randomization technique to match type 1 diabetes individuals to type 2 diabetes individuals and controls. Diabetes status, microvascular/macrovascular complications (retinopathy, neuropathy, nephropathy, stroke, myocardial infarction, peripheral vascular disease, amputations), and neuropsychological outcomes (mental health, cognitive, chronic pain, addiction, sleep disorders) were defined using ICD-9/10 codes. Logistic regression determined associations between diabetes status, microvascular/macrovascular complications, and neuropsychological outcomes. RESULTS: We identified 184,765 type 1 diabetes individuals matched to 524,602 type 2 diabetes individuals and 522,768 controls. With the exception of cognitive disorders, type 2 diabetes individuals had the highest prevalence of neuropsychological outcomes, followed by type 1 diabetes, and controls. After adjusting for the presence of microvascular/macrovascular complications, type 1 diabetes was not significantly associated with a higher risk of neuropsychological outcomes; however, type 2 diabetes remained associated with mental health, cognitive, and sleep disorders. The presence of microvascular/macrovascular complications was independently associated with each neuropsychological outcome regardless of diabetes status. CONCLUSION: Microvascular/macrovascular complications are associated with a high risk of neuropsychological outcomes regardless of diabetes status. Therefore, preventing microvascular and macrovascular complications will likely help reduce the likelihood of neuropsychological outcomes either as the result of similar pathophysiologic processes or by preventing the direct and indirect consequences of these complications. For individuals with type 2 diabetes, risk factors beyond complications (such as obesity) likely contribute to neuropsychological outcomes. Frontiers Media S.A. 2022-03-04 /pmc/articles/PMC8934404/ /pubmed/35317223 http://dx.doi.org/10.3389/fendo.2022.834978 Text en Copyright © 2022 Putnam, Reynolds, Banerjee, Mizokami-Stout, Albright, Lee, Pop-Busui, Feldman and Callaghan https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Putnam, Nathaniel M. Reynolds, Evan L. Banerjee, Mousumi Mizokami-Stout, Kara Albright, Dana Lee, Joyce Pop-Busui, Rodica Feldman, Eva L. Callaghan, Brian C. Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes |
title | Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes |
title_full | Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes |
title_fullStr | Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes |
title_full_unstemmed | Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes |
title_short | Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes |
title_sort | neuropsychological outcomes in individuals with type 1 and type 2 diabetes |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8934404/ https://www.ncbi.nlm.nih.gov/pubmed/35317223 http://dx.doi.org/10.3389/fendo.2022.834978 |
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