Environment geometry alters sequential route learning and its integration into cognitive maps

J Jaida Long E Estibaliz Herrera Y Yiran Li F Felipe Oliveira R Rida Ahmed S Sana Hussain C Camille Rivera K Kristin Liquori T Thackery Brown

Abstract

Abstract Researchers hypothesize that geometric irregularities can impede spatial memory by distorting neural metrics of space provided by entorhinal grid cells. However, irregularly-shaped geometries could also contribute orientation information that benefits spatial memory. Moreover, serial order effects could counteract or amplify geometry effects during route navigation. Our study directly tests how effects of environment geometry (trapezoid and square) and series in route navigation interact to influence spatial memory in a virtual navigation task. We uncover effects of environment geometry predicted by grid cell models and serial order effects predicted by path integration models. Critically, our results demonstrate that these effects combine in an additive manner, such that location memory toward the end of a route in regions with the largest geometric irregularities (trapezoid) yield the worst spatial memory. Additionally, self-report measures of navigational ability are associated with increased sensitivity to geometric irregularities, emphasizing the essential role of individual differences in navigation.

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 07, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (9)

J

Jaida Long

E

Estibaliz Herrera

Y

Yiran Li

F

Felipe Oliveira

R

Rida Ahmed

S

Sana Hussain

C

Camille Rivera

K

Kristin Liquori

T

Thackery Brown