Evidence map›Paper›PMID 42116148›Full record

ArticleJournal of translational medicine2026

mTOR inhibition promotes ATRA-induced cancer cell differentiation by overcoming a metabolic hyperactive state.

Liuqingqing Zhang, Guiqiyang Xiang, Ping Zhu, Shuting Yu, Fangying Jiang, Shuai Wang, Jinzeng Wang, Yao Dai, Shengyue Wang, Yun Tan and 2 more

Abstract read
In one paragraph

Article in Journal of translational medicine, 2026. 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.

Liuqingqing Zhang *Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Guiqiyang Xiang *Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Ping Zhu *Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shuting YuShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Fangying JiangShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shuai WangShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Jinzeng WangShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Yao DaiShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shengyue WangShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Yun TanShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Han LiuShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China. liuhan68@sjtu.edu.cn.
Feng LiuShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine (Shanghai), Ruijin Hospital, Shanghai Jiao Tong University School of Life Sciences and Biotechnology, Shanghai Jiao Tong University School of Medicine, Shanghai, China. lf12034@rjh.com.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAll-trans retinoic acid (ATRA), a derivative of vitamin A, potently induces cell maturation in acute promyelocytic leukemia (APL). However, this therapeutic effect is attenuated or absent in non-APL acute myeloid leukemia (AML) and solid tumors. This study aims to elucidate the mechanisms underlying ATRA resistance and identify strategies to overcome it.

methodsIntegrated high-throughput sequencing-including single-cell multiomics, digital RNA with pertUrbation of genes (DRUG)-seq, bulk RNA-seq, ATAC-seq and CUT&Tag-was performed on AML and solid tumor cell lines treated with ATRA and the mTOR inhibitor PP242. Functional validation was conducted using flow cytometry, siRNA transfection, morphological assessment, Western Blotting and cell line derived xenografts (CDX). Pan-cancer analysis leveraged the Tahoe-100 M pharmacological perturbation dataset to assess metabolic responses across 50 cancer cell lines.

resultsATRA simultaneously activates myeloid differentiation programs and a hyperactive metabolic state that impedes terminal maturation in non-APL AML cells. Pharmacological inhibition of the mechanistic target of the mTOR pathway with PP242 suppresses this metabolic surge and redirects transcriptional output toward effective differentiation. The Tahoe-100 M analysis reveals that cancers harboring oncogenic RAS mutations exhibit heightened metabolic responsiveness to ATRA, a vulnerability confirmed in RAS-mutant lung and colon carcinoma cell lines. In these models, ATRA and PP242 synergistically promotes cell maturation and reduces viability.

conclusionsThese findings uncover a conserved metabolic barrier that limits ATRA-induced differentiation beyond APL. mTOR acts as a critical node governing the balance between pro-differentiation and pro-metabolic signals. Co-targeting mTOR overcomes this barrier, particularly in RAS-mutant malignancies, providing a genotype-informed rationale for extending differentiation therapy to broader cancer contexts.

Indexed as

Cell DifferentiationMTOR InhibitorsNeoplasmsTOR Serine-Threonine KinasesTretinoinAnimalsCell Line, TumorGene Expression Regulation, NeoplasticHumansIndolesPurinesSignal TransductionXenograft Model Antitumor AssaysIndolesMTOR InhibitorsMTOR protein, humanPP242PurinesTOR Serine-Threonine KinasesTretinoinAcute myeloid leukemiaAll-trans-retinoid acidCancer differentiation therapyMetabolismmTOR signalingSingle-cell multi-omics

Identifiers

PMID42116148
PMCPMC13169808

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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.