Evidence map›Paper›PMID 40385536›Full record

ArticleBioengineering & translational medicine2025

Integrated ATAC-seq and RNA-seq analysis identifies key regulatory elements in NK cells activated with feeder cells and IL-2.

Pedram Motallebnejad, Zion Lee, Jennifer L One, Frank Cichocki, Wei-Shou Hu, Samira M Azarin

Abstract read
In one paragraph

Article in Bioengineering & translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

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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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Quantifying the impact of genetic mutations on enhancer dynamics.bioRxiv : the preprint server for biology · 2025
    Article
  4. Article
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

6 authors.

Pedram MotallebnejadDepartment of Chemical Engineering and Materials Science University of Minnesota Minneapolis Minnesota USA.
Zion LeeDepartment of Chemical Engineering and Materials Science University of Minnesota Minneapolis Minnesota USA.
Jennifer L OneDepartment of Chemical Engineering and Materials Science University of Minnesota Minneapolis Minnesota USA.
Frank CichockiDepartment of Medicine University of Minnesota Minneapolis Minnesota USA.
Wei-Shou HuDepartment of Chemical Engineering and Materials Science University of Minnesota Minneapolis Minnesota USA.
Samira M AzarinDepartment of Chemical Engineering and Materials Science University of Minnesota Minneapolis Minnesota USA.ORCID https://orcid.org/0000-0003-0395-4988

Funding

Bcl11b: A Master Transcription Factor Controlling Human NK Cell DevelopmentR01HL155150 · NHLBI · UNIVERSITY OF MINNESOTA · PI CICHOCKI, FRANK · 2021 to 2025
$1.6M
NHLBI NIH HHS R01 HL155150
6 · The paper itself

Abstract

Natural killer (NK) cells are in development for allogeneic immunotherapy; however, for such use as off-the-shelf medicines, NK cells need to undergo ex vivo expansion, typically through activation with feeder cells and cytokines, to generate sufficient cells for clinical applications. Upon stimulation with feeder cells in the presence of cytokines, NK cells undergo profound changes in gene expression, altering their metabolic activity, cell cycle progression, and growth behavior, but the precise changes that drive this transformation remain poorly understood. In this study, we identified significant differences in the transcriptome and chromatin accessibility of NK cells 7 days after feeder cell and cytokine activation, with the changes even more pronounced in genome regions closer to enhancers. Several transcription factors, including AP-1, IRF4, STATs, T-bet, Eomes, and bHLHE40, which play key roles in NK cell development and immune response, exhibited differential binding activity between unstimulated and day 7 NK cells. Gene sets composed of target genes downstream of these transcription factors were also enriched at day 7, implying their involvement in NK cell activation. Moreover, we compared potential super-enhancer regions in NK cells before and after activation, combined with the transcriptional activity of nearby genes. We identified stable and transcriptionally active super-enhancers in unstimulated and day 7 NK cells, as well as those that form or disappear after co-culture initiation. The transcriptomic and epigenetic characterization of NK cells presented in this study could facilitate the ex vivo expansion and engineering of functionally superior NK cells.

Indexed as

ATAC‐seqfeeder cellsNK cellssuper‐enhancerstranscription factor

Identifiers

PMID40385536
PMCPMC12079432

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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.