Evidence map›Paper›PMID 40086434›Full record

ArticleCell systems2025

Proliferation history and transcription factor levels drive direct conversion to motor neurons.

Nathan B Wang, Brittany A Lende-Dorn, Adam M Beitz, Patrick Han, Honour O Adewumi, Timothy M O'Shea, Kate E Galloway

Abstract read
In one paragraph

Article in Cell systems, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

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  9. Programmable nanobody circuits for cell selection.bioRxiv : the preprint server for biology · 2026
    Article
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  11. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Nathan B WangDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Brittany A Lende-DornDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Adam M BeitzDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Patrick HanDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Honour O AdewumiDepartment of Biomedical Engineering, Boston University, Boston, MA 02215, USA.
Timothy M O'SheaDepartment of Biomedical Engineering, Boston University, Boston, MA 02215, USA.
Kate E GallowayDepartment of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA. Electronic address: katiegal@mit.edu.

Funding

VIRUS PRODUCTION COREP30CA014051 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Jacqueline A. Lees · 1985 to 2026
$93.9M
Multiscale tools and approaches for understanding and engineering cell-fate transitionsR35GM143033 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI GALLOWAY, KATE ELIZABETH · 2021 to 2025
$1.9M
NCI NIH HHS P30 CA014051NIGMS NIH HHS R35 GM143033
6 · The paper itself

Abstract

The sparse and stochastic nature of conversion has obscured our understanding of how transcription factors (TFs) drive cells to new identities. To overcome this limit, we develop a tailored, high-efficiency conversion system that increases the direct conversion of fibroblasts to motor neurons 100-fold. By tailoring the cocktail to a minimal set of transcripts, we reduce extrinsic variation, allowing us to examine how proliferation and TFs synergistically drive conversion. We show that cell state-as set by proliferation history-defines how cells interpret the levels of TFs. Controlling for proliferation history and titrating each TF, we find that conversion correlates with levels of the pioneer TF Ngn2. By isolating cells by both their proliferation history and Ngn2 levels, we demonstrate that levels of Ngn2 expression alone are insufficient to predict conversion rates. Rather, proliferation history and TF levels combine to drive direct conversion. Finally, increasing the proliferation rate of adult human fibroblasts generates morphologically mature induced human motor neurons at high rates.

Indexed as

Cell ProliferationMotor NeuronsTranscription FactorsAnimalsBasic Helix-Loop-Helix ProteinsCell DifferentiationFibroblastsHumansMiceNerve Tissue ProteinsBasic Helix-Loop-Helix ProteinsNerve Tissue ProteinsTranscription Factorscell-fate transitioncell statedirect conversionmolecular systems biologymotor neuronsproliferationreprogrammingsynthetic biologytranscription factor

Identifiers

PMID40086434
PMCPMC12006972

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Registered trials

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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.