Evidence map›Paper›PMID 41310231›Full record

ArticleNature genetics2025

Passenger mutations link cellular origin and transcriptional identity in human lung adenocarcinomas.

Sukanya Panja, Padmaja Mantri, Kofi Ennu Johnson, Juan Sebastian Andrade-Martinez, Soo-Ryum Yang, Aditya Deshpande, Huasong Tian, Shaham Beg, Kentaro Ohara, Alessandro Leal and 7 more

Abstract read
In one paragraph

Article in Nature genetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
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  5. Review
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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

17 authors.

Sukanya Panja *Cancer Genetics and Genomics Program, Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA.
Padmaja Mantri *Cancer Genetics and Genomics Program, Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA.
Kofi Ennu Johnson *New York Genome Center, New York, NY, USA.
Juan Sebastian Andrade-Martinez *Cancer Genetics and Genomics Program, Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA.ORCID http://orcid.org/0000-0001-7852-630X
Soo-Ryum YangDepartment of Pathology Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Aditya DeshpandeCancer Genetics and Genomics Program, Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA.
Huasong TianCancer Genetics and Genomics Program, Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA.
Shaham BegDepartment of Pathology and Laboratory Medicine, Englander Institute for Precision Medicine, Institute for Computational Biomedicine, and Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.ORCID http://orcid.org/0000-0002-6068-1595
Kentaro OharaDepartment of Pathology and Laboratory Medicine, Englander Institute for Precision Medicine, Institute for Computational Biomedicine, and Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.
Alessandro LealCancer Genetics and Genomics Program, Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA.ORCID http://orcid.org/0000-0001-7967-3213
Joel RosieneNew York Genome Center, New York, NY, USA.ORCID http://orcid.org/0000-0002-8610-370X
Marlon StoeckiusNew York Genome Center, New York, NY, USA.
Peter SmibertNew York Genome Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-0772-1647
William D TravisDepartment of Pathology Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Juan Miguel MosqueraDepartment of Pathology and Laboratory Medicine, Englander Institute for Precision Medicine, Institute for Computational Biomedicine, and Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.ORCID http://orcid.org/0000-0003-4666-6476
Paz PolakDepartment of Oncological Sciences, Icahn School of Medicine at Mount Sinai Hospital, New York, NY, USA.
Marcin ImielińskiCancer Genetics and Genomics Program, Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY, USA. mski@mskilab.org.ORCID http://orcid.org/0000-0002-2211-4741

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Cell-of-Origin Footprints of Passenger Mutations in Human Lung CancerR37CA229861 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI Marcin Imielinski · 2021 to 2026
$3.2M
NCI NIH HHS P30 CA008748NCI NIH HHS R37 CA229861Pershing Square Foundation PSSCRA AwardU.S. Department of Health & Human Services | NIH | National Cancer Institute (NCI) CA264032U.S. Department of Health & Human Services | NIH | National Cancer Institute (NCI) R37CA229861
6 · The paper itself

Abstract

DNA damage is preferentially repaired in expressed genes; thus, genome-wide correlations between somatic mutation patterns and normal cell transcription may reflect tumor cell origins. Accordingly, we found that aggregate lung adenocarcinoma (LUAD) and squamous cancer (LUSC) somatic mutation density associated most strongly with distal (alveolar) and proximal (basal) lung cell-type-specific gene expression, respectively, consistent with presumed LUAD and LUSC cell origins. Analyzing individual genomes, 21% of LUADs bore mutational footprints of proximal airway origins, with 38% classified as ambiguous. Distal origin LUADs, enriched for KRAS and STK11 drivers, occurred mainly in smokers; proximal origin LUADs, enriched for EGFR drivers, were more common in never-smokers. Ambiguous origin LUADs showed APOBEC signatures and SMARCA4 alterations. TP53 mutant LUADs with non-distal cell origins preferentially exhibited non-distal transcriptional identity. Our study reveals a complex interplay between lineage and identity in LUAD evolution and offers a scalable strategy to infer tumor origins in human cancers.

Indexed as

AdenocarcinomaAdenocarcinoma of LungLung NeoplasmsMutationAMP-Activated Protein Kinase KinasesDNA HelicasesErbB ReceptorsGene Expression Regulation, NeoplasticHumansNuclear ProteinsProtein Serine-Threonine KinasesProto-Oncogene Proteins p21(ras)Transcription FactorsTranscription, GeneticTumor Suppressor Protein p53AMP-Activated Protein Kinase KinasesDNA HelicasesErbB ReceptorsKRAS protein, humanNuclear ProteinsProtein Serine-Threonine KinasesProto-Oncogene Proteins p21(ras)SMARCA4 protein, humanSTK11 protein, humanTP53 protein, humanTranscription FactorsTumor Suppressor Protein p53

Identifiers

PMID41310231
PMCPMC13425454

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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.