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Microcephaly measurement in adults and its association with clinical variables
OBJECTIVE: To establish a microcephaly cut-off size in adults using head circumference as an indirect measure of brain size, as well as to explore factors associated with microcephaly via data mining. METHODS: In autopsy studies, head circumference was measured with an inelastic tape placed around t...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Faculdade de Saúde Pública da Universidade de São Paulo
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9126574/ https://www.ncbi.nlm.nih.gov/pubmed/35649085 http://dx.doi.org/10.11606/s1518-8787.2022056004175 |
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author | da Costa, Nicole Rezende Mancine, Livia Salvini, Rogerio Teixeira, Juliana de Melo Rodriguez, Roberta Diehl Leite, Renata Elaine Paraizo Nascimento, Camila Pasqualucci, Carlos Augusto Nitrini, Ricardo Jacob-Filho, Wilson Lafer, Beny Grinberg, Lea Tenenholz Suemoto, Claudia Kimie Nunes, Paula Villela |
author_facet | da Costa, Nicole Rezende Mancine, Livia Salvini, Rogerio Teixeira, Juliana de Melo Rodriguez, Roberta Diehl Leite, Renata Elaine Paraizo Nascimento, Camila Pasqualucci, Carlos Augusto Nitrini, Ricardo Jacob-Filho, Wilson Lafer, Beny Grinberg, Lea Tenenholz Suemoto, Claudia Kimie Nunes, Paula Villela |
author_sort | da Costa, Nicole Rezende |
collection | PubMed |
description | OBJECTIVE: To establish a microcephaly cut-off size in adults using head circumference as an indirect measure of brain size, as well as to explore factors associated with microcephaly via data mining. METHODS: In autopsy studies, head circumference was measured with an inelastic tape placed around the skull. Total brain volume was also directly measured. A linear regression was used to determine the association of head circumference with brain volume and clinical variables. Microcephaly was defined as head circumference that were two standard deviations below the mean of significant clinical variables. We further applied an association rule mining to find rules associating microcephaly with several sociodemographic and clinical variables. RESULTS: In our sample of 2,508 adults, the mean head circumference was 55.3 ± 2.7cm. Head circumference was related to height, cerebral volume, and sex (p < 0.001 for all). Microcephaly was present in 4.7% of the sample (n = 119). Out of 34,355 association rules, we found significant relationships between microcephaly and a clinical dementia rating (CDR) > 0.5 with an informant questionnaire on cognitive decline in the elderly (IQCODE) ≥ 3.4 (confidence: 100% and lift: 5.6), between microcephaly and a CDR > 0.5 with age over 70 years (confidence: 42% and lift: 2.4), and microcephaly and males (confidence: 68.1% and lift: 1.3). CONCLUSION: Head circumference was related to cerebral volume. Due to its low cost and easy use, head circumference can be used as a screening test for microcephaly, adjusting it for gender and height. Microcephaly was associated with dementia at old age. |
format | Online Article Text |
id | pubmed-9126574 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Faculdade de Saúde Pública da Universidade de São Paulo |
record_format | MEDLINE/PubMed |
spelling | pubmed-91265742022-05-26 Microcephaly measurement in adults and its association with clinical variables da Costa, Nicole Rezende Mancine, Livia Salvini, Rogerio Teixeira, Juliana de Melo Rodriguez, Roberta Diehl Leite, Renata Elaine Paraizo Nascimento, Camila Pasqualucci, Carlos Augusto Nitrini, Ricardo Jacob-Filho, Wilson Lafer, Beny Grinberg, Lea Tenenholz Suemoto, Claudia Kimie Nunes, Paula Villela Rev Saude Publica Original Article OBJECTIVE: To establish a microcephaly cut-off size in adults using head circumference as an indirect measure of brain size, as well as to explore factors associated with microcephaly via data mining. METHODS: In autopsy studies, head circumference was measured with an inelastic tape placed around the skull. Total brain volume was also directly measured. A linear regression was used to determine the association of head circumference with brain volume and clinical variables. Microcephaly was defined as head circumference that were two standard deviations below the mean of significant clinical variables. We further applied an association rule mining to find rules associating microcephaly with several sociodemographic and clinical variables. RESULTS: In our sample of 2,508 adults, the mean head circumference was 55.3 ± 2.7cm. Head circumference was related to height, cerebral volume, and sex (p < 0.001 for all). Microcephaly was present in 4.7% of the sample (n = 119). Out of 34,355 association rules, we found significant relationships between microcephaly and a clinical dementia rating (CDR) > 0.5 with an informant questionnaire on cognitive decline in the elderly (IQCODE) ≥ 3.4 (confidence: 100% and lift: 5.6), between microcephaly and a CDR > 0.5 with age over 70 years (confidence: 42% and lift: 2.4), and microcephaly and males (confidence: 68.1% and lift: 1.3). CONCLUSION: Head circumference was related to cerebral volume. Due to its low cost and easy use, head circumference can be used as a screening test for microcephaly, adjusting it for gender and height. Microcephaly was associated with dementia at old age. Faculdade de Saúde Pública da Universidade de São Paulo 2022-05-18 /pmc/articles/PMC9126574/ /pubmed/35649085 http://dx.doi.org/10.11606/s1518-8787.2022056004175 Text en https://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article da Costa, Nicole Rezende Mancine, Livia Salvini, Rogerio Teixeira, Juliana de Melo Rodriguez, Roberta Diehl Leite, Renata Elaine Paraizo Nascimento, Camila Pasqualucci, Carlos Augusto Nitrini, Ricardo Jacob-Filho, Wilson Lafer, Beny Grinberg, Lea Tenenholz Suemoto, Claudia Kimie Nunes, Paula Villela Microcephaly measurement in adults and its association with clinical variables |
title | Microcephaly measurement in adults and its association with clinical variables |
title_full | Microcephaly measurement in adults and its association with clinical variables |
title_fullStr | Microcephaly measurement in adults and its association with clinical variables |
title_full_unstemmed | Microcephaly measurement in adults and its association with clinical variables |
title_short | Microcephaly measurement in adults and its association with clinical variables |
title_sort | microcephaly measurement in adults and its association with clinical variables |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9126574/ https://www.ncbi.nlm.nih.gov/pubmed/35649085 http://dx.doi.org/10.11606/s1518-8787.2022056004175 |
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