Evidence map›Paper›PMID 40027755›Full record

ArticlebioRxiv : the preprint server for biology2025

A single-cell transcriptomic atlas of developing inhibitory neurons reveals expanding and contracting modes of diversification.

Elia Micoli, Facundo Ferrero Restelli, Giulia Barbiera, Rani Moors, Evelien Nouboers, Jessica Xinyun Du, Hannah Bertels, Minhui Liu, Dimitris Konstantopoulos, Aya Takeoka and 2 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Elia MicoliVIB Center for Brain and Disease, 3000, Leuven, Belgium.ORCID 0000-0002-3592-8947
Facundo Ferrero RestelliVIB Center for Brain and Disease, 3000, Leuven, Belgium.ORCID 0000-0002-1609-0130
Giulia BarbieraGenevia Technologies Oy, Tampere, Finland.
Rani MoorsVIB Center for Brain and Disease, 3000, Leuven, Belgium.ORCID 0009-0002-8275-887X
Evelien NouboersVIB Center for Brain and Disease, 3000, Leuven, Belgium.ORCID 0009-0001-1814-9140
Jessica Xinyun DuDepartment of Neuroscience, Scripps Research Institute, La Jolla, United States of America.ORCID 0000-0001-5378-4230
Hannah BertelsDepartment of Neurosciences, Katholieke Universiteit (KU) Leuven, 3000, Leuven, Belgium.
Minhui LiuVIB Center for Brain and Disease, 3000, Leuven, Belgium.ORCID 0000-0003-0386-3517
Dimitris KonstantopoulosGenevia Technologies Oy, Tampere, Finland.ORCID 0000-0003-2142-3021
Aya TakeokaRIKEN Center for Brain Science, Saitama, 351-0198, Japan.
Giordiano LippiDepartment of Neuroscience, Scripps Research Institute, La Jolla, United States of America.ORCID 0000-0003-3911-0525
Lynette LimVIB Center for Brain and Disease, 3000, Leuven, Belgium.ORCID 0000-0003-4179-8373

Funding

Functional RNA elements in the human genomeR01HG004659 · NHGRI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Kevin Daniel Corbett, Eugene Wei-Ming Yeo · 2008 to 2026
$12.4M
A comprehensive binding and functional map of human RNA-binding proteinsU24HG009889 · NHGRI · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI GRAVELEY, BRENTON R., YEO, EUGENE WEI-MING · 2022 to 2025
$5.5M
STAMP technology to enable single-cell and isoform-sensitive detection of RBP sitesR01HG011864 · NHGRI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI YEO, EUGENE WEI-MING · 2021 to 2024
$4.0M
Beyond Transcription - microRNA Regulation of Neuronal DevelopmentR01NS121223 · NINDS · SCRIPPS RESEARCH INSTITUTE, THE · PI LIPPI, GIORDANO · 2021 to 2025
$3.5M
Ribo-STAMPEDE: novel tools for molecular profiling of brain cell typesRF1MH126719 · NIMH · SCRIPPS RESEARCH INSTITUTE, THE · PI LIPPI, GIORDANO, YEO, EUGENE WEI-MING · 2022 to 2022
$2.3M
Discovering miRNA-Mediated Mechanisms of Interneuron DevelopmentF31NS118982 · NINDS · SCRIPPS RESEARCH INSTITUTE, THE · PI DU, JESSICA XINYUN · 2021 to 2023
$124k
NHGRI NIH HHS R01 HG004659NHGRI NIH HHS R01 HG011864NHGRI NIH HHS U24 HG009889NIMH NIH HHS RF1 MH126719NINDS NIH HHS F31 NS118982NINDS NIH HHS R01 NS121223
6 · The paper itself

Abstract

The cerebral cortex relies on vastly different types of inhibitory neurons to compute. How this diversity emerges during development remains an open question. The rarity of individual inhibitory neuron types often leads to their underrepresentation in single-cell RNA sequencing (scRNAseq) datasets, limiting insights into their developmental trajectories. To address this problem, we developed a computational pipeline to enrich and integrate rare cell types across multiple datasets. Applying this approach to somatostatin-expressing (SST+) inhibitory neurons-the most diverse inhibitory cell class in the cortex-we constructed the Dev-SST-Atlas, a comprehensive resource containing mouse transcriptomic data of over 51,000 SST+ neurons. We identify three principal groups-Martinotti cells (MCs), non-Martinotti cells (nMCs), and long-range projecting neurons (LRPs)-each following distinct diversification trajectories. MCs commit early, with distinct embryonic and neonatal clusters that map directly to adult counterparts. In contrast, nMCs diversify gradually, with each developmental cluster giving rise to multiple adult cell types. LRPs follow a unique 'contracting' mode. Initially, two clusters are present until postnatal day 5 (P5), but by P7, one type is eliminated through programmed cell death, leaving a single surviving population. This transient LRP type is also found in the fetal human cortex, revealing an evolutionarily conserved feature of cortical development. Together, these findings highlight three distinct modes of SST+ neuron diversification-invariant, expanding, and contracting-offering a new framework to understand how the large repertoire of inhibitory neurons emerges during development.

Identifiers

PMID40027755
PMCPMC11870569

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.