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Refractive error is associated with intracranial volume

Refractive error is associated with intracranial volume
Refractive error is associated with intracranial volume

Myopia is part of the spectrum of refractive error. Myopia is associated with psychometric intelligence and, the link between brain anatomy and myopia has been hypothesized. Here we aimed to identify the associations between brain structures and refractive error in developed young adults. In a study cohort of 1,319 normal educated young adults, the refractive error showed a significant negative correlation with total intracranial volume and total cerebrospinal fluid (CSF) volume but not with total gray matter volume (GMV) or total white matter volume (WMV). Time spent studying was associated with refractive error but could not explain the aforementioned associations with brain volume parameters. The R2 values of the simple regression between spherical equivalent and outcome variables for each sex in non-whole brain imaging analyses were less than 0.05 in all cases and thus were weak. Psychometric intelligence was not associated with refractive error or total CSF volume, but it weakly positively correlated with total GMV and total WMV in this study population. Thus, refractive error appears to be primarily (weakly) associated with the volume of the cranium, whereas psychometric intelligence was associated with the volume of the brain.

2045-2322
Takeuchi, Hikaru
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Taki, Yasuyuki
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Nouchi, Rui
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Yokoyama, Ryoichi
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Kotozaki, Yuka
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Nakagawa, Seishu
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Sekiguchi, Atsushi
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Iizuka, Kunio
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Yamamoto, Yuki
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Hanawa, Sugiko
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Araki, Tsuyoshi
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Miyauchi, Carlos Makoto
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Shinada, Takamitsu
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Sakaki, Kohei
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Sassa, Yuko
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Nozawa, Takayuki
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Ikeda, Shigeyuki
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Yokota, Susumu
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Daniele, Magistro
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Kawashima, Ryuta
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Takeuchi, Hikaru
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Taki, Yasuyuki
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Nouchi, Rui
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Yokoyama, Ryoichi
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Kotozaki, Yuka
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Nakagawa, Seishu
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Sekiguchi, Atsushi
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Iizuka, Kunio
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Yamamoto, Yuki
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Hanawa, Sugiko
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Araki, Tsuyoshi
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Miyauchi, Carlos Makoto
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Shinada, Takamitsu
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Sakaki, Kohei
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Sassa, Yuko
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Nozawa, Takayuki
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Ikeda, Shigeyuki
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Yokota, Susumu
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Daniele, Magistro
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Kawashima, Ryuta
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Takeuchi, Hikaru, Taki, Yasuyuki, Nouchi, Rui, Yokoyama, Ryoichi, Kotozaki, Yuka, Nakagawa, Seishu, Sekiguchi, Atsushi, Iizuka, Kunio, Yamamoto, Yuki, Hanawa, Sugiko, Araki, Tsuyoshi, Miyauchi, Carlos Makoto, Shinada, Takamitsu, Sakaki, Kohei, Sassa, Yuko, Nozawa, Takayuki, Ikeda, Shigeyuki, Yokota, Susumu, Daniele, Magistro and Kawashima, Ryuta (2018) Refractive error is associated with intracranial volume. Scientific Reports, 8 (1), [175]. (doi:10.1038/s41598-017-18669-0).

Record type: Article

Abstract

Myopia is part of the spectrum of refractive error. Myopia is associated with psychometric intelligence and, the link between brain anatomy and myopia has been hypothesized. Here we aimed to identify the associations between brain structures and refractive error in developed young adults. In a study cohort of 1,319 normal educated young adults, the refractive error showed a significant negative correlation with total intracranial volume and total cerebrospinal fluid (CSF) volume but not with total gray matter volume (GMV) or total white matter volume (WMV). Time spent studying was associated with refractive error but could not explain the aforementioned associations with brain volume parameters. The R2 values of the simple regression between spherical equivalent and outcome variables for each sex in non-whole brain imaging analyses were less than 0.05 in all cases and thus were weak. Psychometric intelligence was not associated with refractive error or total CSF volume, but it weakly positively correlated with total GMV and total WMV in this study population. Thus, refractive error appears to be primarily (weakly) associated with the volume of the cranium, whereas psychometric intelligence was associated with the volume of the brain.

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s41598-017-18669-0 - Version of Record
Available under License Creative Commons Attribution.
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Accepted/In Press date: 15 December 2017
e-pub ahead of print date: 9 January 2018
Published date: 9 January 2018
Additional Information: Publisher Copyright: © 2017 The Author(s).

Identifiers

Local EPrints ID: 510665
URI: http://eprints.soton.ac.uk/id/eprint/510665
ISSN: 2045-2322
PURE UUID: 8cf59e91-26cd-4300-bb6a-470147bf4511
ORCID for Magistro Daniele: ORCID iD orcid.org/0000-0002-2554-3701

Catalogue record

Date deposited: 16 Apr 2026 16:33
Last modified: 17 Apr 2026 02:16

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Contributors

Author: Hikaru Takeuchi
Author: Yasuyuki Taki
Author: Rui Nouchi
Author: Ryoichi Yokoyama
Author: Yuka Kotozaki
Author: Seishu Nakagawa
Author: Atsushi Sekiguchi
Author: Kunio Iizuka
Author: Yuki Yamamoto
Author: Sugiko Hanawa
Author: Tsuyoshi Araki
Author: Carlos Makoto Miyauchi
Author: Takamitsu Shinada
Author: Kohei Sakaki
Author: Yuko Sassa
Author: Takayuki Nozawa
Author: Shigeyuki Ikeda
Author: Susumu Yokota
Author: Magistro Daniele ORCID iD
Author: Ryuta Kawashima

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