Evidence map›Paper›PMID 41694344›Full record

ReviewFrontiers in immunology2026

Defining the role of natural killer cells in acute myeloid leukemia through the lens of single-cell omics.

Chen Liang, Meichi Yue, Kehui Zhang, Sining Zhou, Xiaojing Xu, Shiwei Wang, Shiping Liu

Abstract readReview
In one paragraph

Review in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Chen Liang *Key Laboratory of Resources Biology and Biotechnology in Western China, Ministry of Education, Provincial Key Laboratory of Biotechnology of Shaanxi Province, The College of Life Sciences, Northwest University, Xi'an, China.
Meichi Yue *Key Laboratory of Resources Biology and Biotechnology in Western China, Ministry of Education, Provincial Key Laboratory of Biotechnology of Shaanxi Province, The College of Life Sciences, Northwest University, Xi'an, China.
Kehui Zhang *Key Laboratory of Resources Biology and Biotechnology in Western China, Ministry of Education, Provincial Key Laboratory of Biotechnology of Shaanxi Province, The College of Life Sciences, Northwest University, Xi'an, China.
Sining ZhouState Key Laboratory of Genome and Multi-omics Technologies, BGI Research, Hangzhou, China.
Xiaojing XuState Key Laboratory of Genome and Multi-omics Technologies, BGI Research, Hangzhou, China.
Shiwei WangKey Laboratory of Resources Biology and Biotechnology in Western China, Ministry of Education, Provincial Key Laboratory of Biotechnology of Shaanxi Province, The College of Life Sciences, Northwest University, Xi'an, China.
Shiping LiuState Key Laboratory of Genome and Multi-omics Technologies, BGI Research, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This review explores the alterations in natural killer (NK) cell function in acute myeloid leukemia (AML) and their implications for disease progression and therapeutic outcomes. As key effectors of innate immunity, NK cells are critical in recognizing and eliminating malignant cells. In AML, however, NK cells frequently exhibit numerical and functional deficiencies, resulting in compromised immunosurveillance that facilitates tumor immune escape and disease advancement. We systematically examine the application of single-cell omics technologies in AML research to elucidate the omics profiles and phenotypic distribution of NK cells within the leukemic microenvironment, characterizing their dysfunctional state by upregulated inhibitory receptors, downregulated activating signals, an altered cytokine milieu, and complex cellular crosstalk within the bone marrow (BM) niche. Furthermore, this article correlates functional dynamics of NK cells with conventional and emerging treatments, including CAR-NK immunotherapy, underscoring their potential role in disease monitoring and prognostic stratification. We also discuss promising NK cell-based immunotherapeutic strategies for AML, emphasizing the potential of modulating or engineering NK cells to enhance antitumor immunity. A deeper understanding of NK cell biology and regulatory mechanisms in AML is essential for developing novel immunotherapies and improving patient prognosis.

Indexed as

Killer Cells, NaturalLeukemia, Myeloid, AcuteSingle-Cell AnalysisAnimalsHumansTumor Microenvironmentacute myeloid leukemiabone marrow microenvironmentcell immunotherapyimmune evasionnatural killer cellssingle-cell omics

Identifiers

PMID41694344
PMCPMC12901400

What OpenQuestion holds

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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.