Evidence map›Paper›PMID 42579742›Full record

ArticleThe Journal of clinical investigation2026

METTL1-mediated m7G modification of valine tRNAs drives metabolic adaptation in pancreatic ductal adenocarcinoma cells.

Jiabei Zhu, Qi Zhang, Douglas Evans, Rui Su, Qiuhui Pan, Ajay Goel

Abstract read
In one paragraph

Article in The Journal of clinical investigation, 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

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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

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

6 authors.

Jiabei ZhuDepartment of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope, Biomedical Research Center, Monrovia, California, USA.
Qi ZhangDepartment of Clinical Laboratory, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Douglas EvansDepartment of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.
Rui SuDepartment of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, California, USA.
Qiuhui PanDepartment of Clinical Laboratory, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Ajay GoelDepartment of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope, Biomedical Research Center, Monrovia, California, USA.

Funding

Noncoding RNA Biomarkers for Noninvasive and Early Detection of Pancreatic CancerU01CA214254 · NCI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI Ajay Goel, DANIEL D VON HOFF · 2017 to 2026
$8.9M
Exosomal biomarkers for the early detection of hepatocellular carcinomaR01CA271443 · NCI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI Ajay Goel · 2023 to 2026
$2.9M
Aspirin and Cancer Prevention in Lynch Syndrome: From Cell to Population DataU01CA187956 · NCI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI GOEL, AJAY, WODARZ, DOMINIK F · 2014 to 2018
$2.7M
Development of microRNA Biomarkers For Noninvasive Detection of Colorectal CancerR01CA184792 · NCI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI GOEL, AJAY · 2015 to 2019
$1.8M
METHYLATION BIOMARKER DEVELOPMENT FOR NONINVASIVE DETECTION OF COLORECTAL CANCERR01CA181572 · NCI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI GOEL, AJAY · 2014 to 2018
$1.6M
5mC and 5hmC DNA alterations as sensitive and specific biomarkers for the non-invasive early detection of pancreatic ductal adenocarcinomaU01CA296639 · NCI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI Ajay Goel · 2025 to 2026
$1.4M
NCI NIH HHS R01 CA181572NCI NIH HHS R01 CA184792NCI NIH HHS R01 CA271443NCI NIH HHS U01 CA187956NCI NIH HHS U01 CA214254NCI NIH HHS U01 CA296639
6 · The paper itself

Abstract

Transfer RNA (tRNA) modifications play a critical role in regulating codon-specific mRNA translation and enabling tumor cell adaptation. The RNA methyltransferase 1 (METTL1) installs N7-methylguanosine (m7G) modifications on tRNAs, thereby shaping codon usage and translational output. However, the function and mechanistic contribution of the METTL1/tRNA axis in pancreatic ductal adenocarcinoma (PDAC) remain poorly defined. Here, we showed that METTL1 was overexpressed in PDAC tissues and that elevated METTL1 expression was associated with poor patient survival. Genetic ablation of METTL1 markedly suppressed PDAC cell proliferation, migration, and tumor growth in vitro and in vivo. Mechanistically, METTL1 loss selectively reduced m7G-modified valine tRNAs - particularly Val-AAC, Val-CAC, and Val-TAC - leading to impaired translation of valine-enriched OXPHOS transcripts. As a consequence, METTL1 deficiency disrupted mitochondrial respiration and energy production in PDAC cells. Consistent with this model, valine tRNA levels were elevated in PDAC tissues, and their selective depletion phenocopied METTL1 loss by impairing mitochondrial bioenergetics and tumor cell fitness. Thus, the METTL1/valine tRNA axis promoted PDAC progression through codon-dependent translational control of the mitochondrial electron transport chain and oxidative metabolism. Together, our findings identify a METTL1/tRNA/mitochondria signaling axis as a metabolic vulnerability and a promising therapeutic target in pancreatic cancer.

Indexed as

Carcinoma, Pancreatic DuctalMethyltransferasesNeoplasm ProteinsPancreatic NeoplasmsRNA, NeoplasmRNA, TransferAnimalsCell Line, TumorEpitranscriptomeHumansMetabolic ReprogrammingMiceMitochondriaRNA MethylationMethyltransferasesMETTL1 protein, humanNeoplasm ProteinsRNA, NeoplasmRNA, TransferGastroenterologyMitochondriaNoncoding RNAsOncologyRNA processing

Identifiers

PMID42579742
PMCPMC13626843

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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.