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The impact of transcranial magnetic stimulation on diagnostic confidence in patients with Alzheimer disease
BACKGROUND: Cholinergic dysfunction is a key abnormality in Alzheimer disease (AD) that can be detected in vivo with transcranial magnetic stimulation (TMS) protocols. Although TMS has clearly demonstrated analytical validity, its clinical utility is still debated. In the present study, we evaluated...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6145195/ https://www.ncbi.nlm.nih.gov/pubmed/30227895 http://dx.doi.org/10.1186/s13195-018-0423-6 |
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author | Benussi, Alberto Alberici, Antonella Ferrari, Clarissa Cantoni, Valentina Dell’Era, Valentina Turrone, Rosanna Cotelli, Maria Sofia Binetti, Giuliano Paghera, Barbara Koch, Giacomo Padovani, Alessandro Borroni, Barbara |
author_facet | Benussi, Alberto Alberici, Antonella Ferrari, Clarissa Cantoni, Valentina Dell’Era, Valentina Turrone, Rosanna Cotelli, Maria Sofia Binetti, Giuliano Paghera, Barbara Koch, Giacomo Padovani, Alessandro Borroni, Barbara |
author_sort | Benussi, Alberto |
collection | PubMed |
description | BACKGROUND: Cholinergic dysfunction is a key abnormality in Alzheimer disease (AD) that can be detected in vivo with transcranial magnetic stimulation (TMS) protocols. Although TMS has clearly demonstrated analytical validity, its clinical utility is still debated. In the present study, we evaluated the incremental diagnostic value, expressed in terms of diagnostic confidence of Alzheimer disease (DCAD; range 0–100), of TMS measures in addition to the routine clinical diagnostic assessment in patients evaluated for cognitive impairment as compared with validated biomarkers of amyloidosis. METHODS: One hundred twenty patients with dementia were included and scored in terms of DCAD in a three-step assessment based on (1) demographic, clinical, and neuropsychological evaluations (clinical work-up); (2) clinical work-up plus amyloid markers (cerebrospinal fluid or amyloid positron emission tomographic imaging); and (3) clinical work-up plus TMS intracortical connectivity measures. Two blinded neurologists were asked to review the diagnosis and diagnostic confidence at each step. RESULTS: TMS measures increased the discrimination of DCAD in two clusters (AD-like vs FTD-like) when added to the clinical and neuropsychological evaluations with levels comparable to established biomarkers of brain amyloidosis (cluster distance of 55.1 for clinical work-up alone, 76.0 for clinical work-up plus amyloid markers, 80.0 for clinical work-up plus TMS). Classification accuracy for the “gold standard” diagnosis (dichotomous - AD vs FTD - variable) evaluated in the three-step assessment, expressed as AUC, increased from 0.82 (clinical work-up alone) to 0.98 (clinical work-up plus TMS) and to 0.99 (clinical work-up plus amyloidosis markers). CONCLUSIONS: TMS in addition to routine assessment in patients with dementia has a significant effect on diagnosis and diagnostic confidence that is comparable to well-established amyloidosis biomarkers. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13195-018-0423-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6145195 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-61451952018-09-24 The impact of transcranial magnetic stimulation on diagnostic confidence in patients with Alzheimer disease Benussi, Alberto Alberici, Antonella Ferrari, Clarissa Cantoni, Valentina Dell’Era, Valentina Turrone, Rosanna Cotelli, Maria Sofia Binetti, Giuliano Paghera, Barbara Koch, Giacomo Padovani, Alessandro Borroni, Barbara Alzheimers Res Ther Research BACKGROUND: Cholinergic dysfunction is a key abnormality in Alzheimer disease (AD) that can be detected in vivo with transcranial magnetic stimulation (TMS) protocols. Although TMS has clearly demonstrated analytical validity, its clinical utility is still debated. In the present study, we evaluated the incremental diagnostic value, expressed in terms of diagnostic confidence of Alzheimer disease (DCAD; range 0–100), of TMS measures in addition to the routine clinical diagnostic assessment in patients evaluated for cognitive impairment as compared with validated biomarkers of amyloidosis. METHODS: One hundred twenty patients with dementia were included and scored in terms of DCAD in a three-step assessment based on (1) demographic, clinical, and neuropsychological evaluations (clinical work-up); (2) clinical work-up plus amyloid markers (cerebrospinal fluid or amyloid positron emission tomographic imaging); and (3) clinical work-up plus TMS intracortical connectivity measures. Two blinded neurologists were asked to review the diagnosis and diagnostic confidence at each step. RESULTS: TMS measures increased the discrimination of DCAD in two clusters (AD-like vs FTD-like) when added to the clinical and neuropsychological evaluations with levels comparable to established biomarkers of brain amyloidosis (cluster distance of 55.1 for clinical work-up alone, 76.0 for clinical work-up plus amyloid markers, 80.0 for clinical work-up plus TMS). Classification accuracy for the “gold standard” diagnosis (dichotomous - AD vs FTD - variable) evaluated in the three-step assessment, expressed as AUC, increased from 0.82 (clinical work-up alone) to 0.98 (clinical work-up plus TMS) and to 0.99 (clinical work-up plus amyloidosis markers). CONCLUSIONS: TMS in addition to routine assessment in patients with dementia has a significant effect on diagnosis and diagnostic confidence that is comparable to well-established amyloidosis biomarkers. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13195-018-0423-6) contains supplementary material, which is available to authorized users. BioMed Central 2018-09-18 /pmc/articles/PMC6145195/ /pubmed/30227895 http://dx.doi.org/10.1186/s13195-018-0423-6 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Benussi, Alberto Alberici, Antonella Ferrari, Clarissa Cantoni, Valentina Dell’Era, Valentina Turrone, Rosanna Cotelli, Maria Sofia Binetti, Giuliano Paghera, Barbara Koch, Giacomo Padovani, Alessandro Borroni, Barbara The impact of transcranial magnetic stimulation on diagnostic confidence in patients with Alzheimer disease |
title | The impact of transcranial magnetic stimulation on diagnostic confidence in patients with Alzheimer disease |
title_full | The impact of transcranial magnetic stimulation on diagnostic confidence in patients with Alzheimer disease |
title_fullStr | The impact of transcranial magnetic stimulation on diagnostic confidence in patients with Alzheimer disease |
title_full_unstemmed | The impact of transcranial magnetic stimulation on diagnostic confidence in patients with Alzheimer disease |
title_short | The impact of transcranial magnetic stimulation on diagnostic confidence in patients with Alzheimer disease |
title_sort | impact of transcranial magnetic stimulation on diagnostic confidence in patients with alzheimer disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6145195/ https://www.ncbi.nlm.nih.gov/pubmed/30227895 http://dx.doi.org/10.1186/s13195-018-0423-6 |
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