Evidence map›Paper›PMID 41542632›Full record

ArticlebioRxiv : the preprint server for biology2026

A single-cell transcriptomic atlas of the periventricular proliferative zone in the late gestation fetal brain in the pigtail macaque.

John A Cornelius, Megana Shivakumar, Taeyun Kim, Orlando Cervantes, Raj P Kapur, Hazel Huang, Hong Zhao, Briana M Del Rosario, Amanda Li, Richard J Li and 28 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

5 · Who and what money

Authors and funding

38 authors.

Megana ShivakumarORCID 0009-0003-2684-0665
Orlando CervantesORCID 0000-0003-3187-9567
Hazel Huang
Hong Zhao
Briana M Del RosarioORCID 0009-0007-8449-3234
Richard J Li
Gygeria Manuel
Edmunda Li
Alexandra Christodolou
Brenna A Menz
Jin Dai
Inah D Golez
Solomon N WangariORCID 0009-0002-9881-6501
Stephen A McCartneyORCID 0000-0003-1102-6778
Pilar Flores-EspinozaORCID 0000-0003-2140-3629
Addy Cecilia Helguera RepettoORCID 0000-0001-6715-9671
Andrea Olmos-OrtizORCID 0000-0002-5456-9695
Monica S Fonseca PerezORCID 0009-0005-4999-1102
Chris English
Audrey BaldessariORCID 0000-0001-6392-3230
Nardhy Gomez-LopezORCID 0000-0002-3406-5262
Lakshmi RajagopalORCID 0000-0003-3373-2323
Kristina M Adams WaldorfORCID 0000-0002-6939-7224

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The fetal brain undergoes rapid changes in late gestation, when waves of neurogenesis and gliogenesis shape cortical circuitry. The periventricular proliferative region and adjacent white matter are enriched in neuroprogenitor cells, newborn neurons, and interneurons, which is challenging to study in the late gestation human fetal brain. The nonhuman primate (NHP) provides a powerful translational model to overcome this limitation, given its close similarity to human neurodevelopmental trajectories. The study objective was to construct a single-cell RNA-Seq (scRNA-Seq) atlas of the late-gestation fetal brain of the pigtail macaque (Macaca nemestrina), focused on the periventricular proliferative zone. Methods: A sample of the lateral ventricular wall, subventricular zone, and overlying white/gray matter was dissociated into single cells and processed through the 10X Genomics pipeline, followed by SoupX removal of ambient RNA, and Seurat's pipeline to aggregate, cluster and annotate single-cell populations. Monocle3 was used to determine pseudotime and map lineage progression. Results: This analysis captured diverse populations of neuroprogenitors, newborn neurons, developing lineages of excitatory and inhibitory neurons, oligodendrocyte and astrocyte lineages, and resident immune and endothelial cells. Conclusions: Single-cell populations from the third-trimester nonhuman primate fetal brain are highly similar to those in the human fetus. This late-gestation single-cell atlas of the periventricular proliferative zone provides a unique reference for progenitor, neuronal, glial, vascular, and immune cell states during a critical window of primate neurodevelopment, enabling mechanistic interrogation of how inflammatory, infectious, or hypoxic insults disrupt vulnerable neurogenic niches.

Identifiers

PMID41542632
PMCPMC12803045

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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.