Convergent and selective representations of pain, appetitive processes, aversive processes, and cognitive control in the insula

M Mijin Kwon K Ke Bo R Rotem Botvinik-Nezer P Philip A. Kragel L Lukas Van Oudenhove T Tor D. Wager (Department of Psychological and Brain Sciences, Dartmouth College) Y Yoni K. Ashar L Lauren Atlas L Lisa Feldman Barrett B Benjamin Becker (The Department of Psychology, The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong) L Luke Chang L Luana Colloca C Christopher G. Davey S Sigrid Elsenbruch M Miquel A. Fullana B Ben J. Harrison O Olivia K. Harrison A Alec Jamieson C Christian Keysers B Brian Knutson (Department of Psychology, Stanford University) L Leonie Koban H Hedy Kober K Kevin S. LaBar C Claus Lamm M Martin Lindquist T Tina Lonsdorf M Marina López-Solà E Elizabeth Reynolds Losin Y Yina Ma C Christian J. Merz L Lauri Nummenmaa K Kyle Pattinson P Pierre Rainville M Marianne Reddan R Rebecca Saxe (Department of Brain and Cognitive Sciences) D Daniela Schiller (Department of Psychiatry, Icahn School of Medicine at Mount Sinai) A Alexander J. Shackman D Dana Small C Carles Soriano-Mas R Rudolf Stark C Choong-Wan Woo F Fadel Zeidan F Feng Zhou

Abstract

Abstract Brain regions that integrate multiple types of information (“convergence zones”) are crucial for the brain to generate coherent experiences and behaviors. The insula, known for its functional diversity, has been hypothesized as a key convergence hub, yet empirical evidence remains incomplete. To address this gap, we analyzed functional convergence across four domains—pain, non-somatic appetitive processes, non-somatic aversive processes, and cognitive control—in a Bayesian mega-analysis of fMRI data ( n  = 540, 36 study contrasts). Bayes Factor analyses identified both multi-domain convergent and single-domain selective zones, validated with independent datasets ( n  = 608). Results revealed a hierarchical architecture, with a multi-domain convergence zone in bilateral dorsal anterior insula surrounded by progressively converging zones. Functional decoding and coactivation analyses further support the insula’s role as a convergence hub, while cytoarchitectonic and neurotransmitter profiling characterize the potential neuroanatomical basis of these zones. Together, the findings demonstrate a structured functional topography in the insula that bridges specialized and convergent processing, providing a potential neural basis for combining diverse information streams into unified experiences.

Article Details

Volume / Issue Vol. 17, Issue 1
Published April 14, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (43)

M

Mijin Kwon

K

Ke Bo

R

Rotem Botvinik-Nezer

P

Philip A. Kragel

L

Lukas Van Oudenhove

T

Tor D. Wager

Department of Psychological and Brain Sciences, Dartmouth College

Y

Yoni K. Ashar

L

Lauren Atlas

L

Lisa Feldman Barrett

B

Benjamin Becker

The Department of Psychology, The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong

L

Luke Chang

L

Luana Colloca

C

Christopher G. Davey

S

Sigrid Elsenbruch

M

Miquel A. Fullana

B

Ben J. Harrison

O

Olivia K. Harrison

A

Alec Jamieson

C

Christian Keysers

B

Brian Knutson

Department of Psychology, Stanford University

L

Leonie Koban

H

Hedy Kober

K

Kevin S. LaBar

C

Claus Lamm

M

Martin Lindquist

T

Tina Lonsdorf

M

Marina López-Solà

E

Elizabeth Reynolds Losin

Y

Yina Ma

C

Christian J. Merz

L

Lauri Nummenmaa

K

Kyle Pattinson

P

Pierre Rainville

M

Marianne Reddan

R

Rebecca Saxe

Department of Brain and Cognitive Sciences

D

Daniela Schiller

Department of Psychiatry, Icahn School of Medicine at Mount Sinai

A

Alexander J. Shackman

D

Dana Small

C

Carles Soriano-Mas

R

Rudolf Stark

C

Choong-Wan Woo

F

Fadel Zeidan

F

Feng Zhou