Docking of virtual libraries identifies small-molecule agonists of neurotensin receptors with analgesic activity

N Nicolas Panel (Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University) D Duy Duc Vo H Harald Hübner (Department of Chemistry and Pharmacy Medicinal Chemistry) M Mattia Deluigi S Szymon Pach F Félix Bélair D Dorothee Weikert (Department of Chemistry and Pharmacy Medicinal Chemistry) C Christoph Klenk M Mark Hilge N Niharika Shiva I Isabelle Brochu J Jean-Michel Longpré F Frida Bällgren A Aljona Saleh H Huabin Hu J Jon Kapla S Stefanie Kampen I Israel Cabeza de Vaca J Jan Kihlberg (Department of Chemistry-Biomedical Centre (BMC), Uppsala University) N Nina Wettschureck P Philippe Sarret A Andreas Plückthun P Peter Gmeiner J Jens Carlsson (Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University)

Abstract

Abstract Peptide-activated G protein-coupled receptors (GPCRs) play crucial roles in numerous diseases, but remain difficult therapeutic targets due to the challenges in developing small-molecule drugs. Here, we explore structure-based strategies to identify small-molecule agonists of neurotensin (NTS) receptors, which hold promise for developing non-opioid analgesics. Chemical libraries of drug-like molecules are first designed based on a receptor-peptide complex, and then 14.5 million compounds are computationally docked to the orthosteric binding site of the NTS 1 receptor. A set of 39 top-ranked compounds is synthesized, and seven of these are experimentally confirmed to activate the NTS 1 receptor. Structure-guided optimization yields NTS 1 ligands with signaling signatures distinct from the endogenous peptide, and these compounds also exhibit high affinity for the NTS 2 receptor. High-resolution crystal structures of two agonists bound to the NTS 1 receptor confirm predicted binding modes and reveal key determinants of activation. In vivo, the compounds produce robust antinociception in rodents without inducing hypotension, consistent with a contribution of NTS 2 receptor activity. To facilitate broader application of our virtual screening approach to peptide-binding GPCRs, we provide access to tailored chemical libraries containing billions of readily synthesizable compounds.

Article Details

Volume / Issue Vol. 17, Issue 1
Published July 22, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (24)

N

Nicolas Panel

Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University

D

Duy Duc Vo

H

Harald Hübner

Department of Chemistry and Pharmacy Medicinal Chemistry

M

Mattia Deluigi

S

Szymon Pach

F

Félix Bélair

D

Dorothee Weikert

Department of Chemistry and Pharmacy Medicinal Chemistry

C

Christoph Klenk

M

Mark Hilge

N

Niharika Shiva

I

Isabelle Brochu

J

Jean-Michel Longpré

F

Frida Bällgren

A

Aljona Saleh

H

Huabin Hu

J

Jon Kapla

S

Stefanie Kampen

I

Israel Cabeza de Vaca

J

Jan Kihlberg

Department of Chemistry-Biomedical Centre (BMC), Uppsala University

N

Nina Wettschureck

P

Philippe Sarret

A

Andreas Plückthun

P

Peter Gmeiner

J

Jens Carlsson

Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University