A spatial long-read approach at near-single-cell resolution reveals developmental regulation of splicing and polyadenylation sites in distinct cortical layers and cell types

C Careen Foord A Andrey D. Prjibelski W Wen Hu (State Key Laboratory of Drug Research, Center for Structure and Function of Drug Targets, Shanghai Institute of Materia Medica, Chinese Academy of Sciences) L Lieke Michielsen A Andrea Vandelli O Oleksandr Narykov B Brian Evans J Justine Hsu N Natan Belchikov J Julien Jarroux Y Yi He (College of Chemistry and Chemical Engineering) M M. Elizabeth Ross I Iman Hajirasouliha G Gian Gaetano Tartaglia D Dmitry Korkin (Data Science Program, Worcester Polytechnic Institute) A Alexandru I. Tomescu H Hagen U. Tilgner

Abstract

Abstract Genome-wide spatial long-read approaches often lack single-cell resolution and yield limited read lengths. Here, we introduce spatial ISOform sequencing (Spl-ISO-Seq), which reveals exons and polyadenylation sites with near-single-cell resolution. Spl-ISO-Seq selects long cDNAs and doubles to triples read lengths compared to standard preparations. Adding a highly specific software tool (Spl-ISOquant) and comparing human post-mortem pre-puberty (8–11 years) to post-puberty (16–19 years) visual cortex samples, we find that cortex harbors stronger splicing and poly(A)-site regulation than white matter. However, oligodendrocyte regulation is stronger in white matter. Among cortical layers, layer 4 has the most developmentally-regulated splicing changes in excitatory neurons and in poly(A) sites. We also find repeat elements downstream of developmentally-regulated layer 4 exons. Overall, alternative splicing changes are linked to post-synaptic structure and function. These results root developmental splicing changes during puberty in specific layers and cell types. More generally, our technologies enable exciting observations for any complex tissue.

Article Details

Volume / Issue Vol. 16, Issue 1
Published August 29, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (17)

C

Careen Foord

A

Andrey D. Prjibelski

W

Wen Hu

State Key Laboratory of Drug Research, Center for Structure and Function of Drug Targets, Shanghai Institute of Materia Medica, Chinese Academy of Sciences

L

Lieke Michielsen

A

Andrea Vandelli

O

Oleksandr Narykov

B

Brian Evans

J

Justine Hsu

N

Natan Belchikov

J

Julien Jarroux

Y

Yi He

College of Chemistry and Chemical Engineering

M

M. Elizabeth Ross

I

Iman Hajirasouliha

G

Gian Gaetano Tartaglia

D

Dmitry Korkin

Data Science Program, Worcester Polytechnic Institute

A

Alexandru I. Tomescu

H

Hagen U. Tilgner