Evidence map›Paper›PMID 41481786›Full record

ArticleCancer discovery2026

Genotype-to-Phenotype Mapping of Somatic Clonal Mosaicism via Single-Cell Co-Capture of DNA Mutations and mRNA Transcripts.

Dennis J Yuan, John Zinno, Theo Botella, Dalia Dhingra, Shu Wang, Allegra G Hawkins, Ariel Swett, Jesus Sotelo, Ramya Raviram, Clayton Hughes and 10 more

Abstract read
In one paragraph

Article in Cancer discovery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Fanconi Anemia as a Window into Premalignant Field Cancerization of the Oral Mucosa.medRxiv : the preprint server for health sciences · 2026
    Article
  3. Review
  4. Article
  5. Article
  6. Exploring genome-transcriptome correlations in cancer.Biochemical Society transactions · 2025
    Review
  7. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors.

Dennis J YuanNew York Genome Center , New York, New York.ORCID 0000-0002-6979-6700
John ZinnoNew York Genome Center , New York, New York.ORCID 0000-0003-2570-2386
Theo BotellaNew York Genome Center , New York, New York.ORCID 0000-0003-0331-2491
Dalia DhingraMission Bio , San Francisco, California.ORCID 0009-0004-7683-2564
Shu WangMission Bio , San Francisco, California.ORCID 0009-0007-7465-7258
Allegra G HawkinsNew York Genome Center , New York, New York.ORCID 0000-0001-6026-3660
Ariel SwettNew York Genome Center , New York, New York.ORCID 0000-0003-4279-5895
Jesus SoteloNew York Genome Center , New York, New York.ORCID 0009-0007-2407-9787
Ramya RaviramNew York Genome Center , New York, New York.ORCID 0000-0002-5450-1455
Clayton HughesNew York Genome Center , New York, New York.ORCID 0009-0000-9928-8750
Catherine PotenskiNew York Genome Center , New York, New York.ORCID 0000-0002-4843-7071
Katharine D GodfreyDepartment of Medicine, Columbia University Medical Center, New York, New York.ORCID 0009-0007-6369-2787
Kara M AinsworthDepartment of Medicine, Columbia University Medical Center, New York, New York.ORCID 0009-0001-8554-5987
Shuzhen XuDepartment of Medicine, Columbia University Medical Center, New York, New York.ORCID 0000-0001-9275-6064
Jianwen QueDepartment of Medicine, Columbia University Medical Center, New York, New York.ORCID 0000-0002-6540-6701
Julian A AbramsDepartment of Medicine, Columbia University Medical Center, New York, New York.ORCID 0000-0002-6021-9376
Akira YokoyamaInstitute for the Advanced Study of Human Biology, Kyoto University, Kyoto, Japan.ORCID 0000-0003-4636-5032
Nobuyuki KakiuchiInstitute for the Advanced Study of Human Biology, Kyoto University, Kyoto, Japan.ORCID 0000-0003-4893-5414
Seishi OgawaInstitute for the Advanced Study of Human Biology, Kyoto University, Kyoto, Japan.ORCID 0000-0002-7778-5374
Dan A LandauNew York Genome Center , New York, New York.ORCID 0000-0003-2346-9541

Funding

Center for Integrated Cellular Analysis - Valeria A. Sanchez EstradaRM1HG011014 · NHGRI · NEW YORK GENOME CENTER · PI LANDAU, DAN, SATIJA, RAHUL · 2020 to 2025
$22.1M
The Organoid and Cell Culture CoreP30DK132710 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Robert F. Schwabe · 2022 to 2026
$7.2M
Single-Cell Multi-omics to Link Clonal Mosaicism (CM) Genotypes with Chromatin, Epigenomic, Transcriptomic and Protein PhenotypesUH3NS132139 · NINDS · WEILL MEDICAL COLL OF CORNELL UNIV · PI Dan Landau, Rahul Satija · 2025 to 2026
$1.4M
Expanding the GoT toolkit to link single-cell clonal genotypes with protein, transcriptomic, epigenomic and spatial phenotypesR33CA267219 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI LANDAU, DAN · 2022 to 2024
$1.2M
Single-Cell Multi-omics to Link Clonal Mosaicism (CM) Genotypes with Chromatin, Epigenomic, Transcriptomic and Protein PhenotypesUG3NS132139 · NINDS · WEILL MEDICAL COLL OF CORNELL UNIV · PI LANDAU, DAN, SATIJA, RAHUL · 2023 to 2024
$834k
Burroughs Wellcome Fund (BWF) Career Award for Medical ScientistCommon Fund (NIH Common Fund) UG3NS132139-01Core Research for Evolutional Science and Technology (CREST) JP22gm1110011Japan Agency for Medical Research and Development (AMED)Japan Agency for Medical Research and Development (AMED) JP23ck0106798Japan Science and Technology Agency (JST) JPMJFR215VJapan Society for the Promotion of Science (JSPS) JP15H05909Japan Society for the Promotion of Science (JSPS) JP20H03660Leukemia and Lymphoma Society (LLS) Scholar AwardMacMillan Family FoundationMark Foundation For Cancer Research (Mark Foundation) Emerging Leader AwardMoonshot Research and Development Program (Moonshot) JP22zf0127009Moonshot Research and Development Program (Moonshot) JPMJMS2022National Human Genome Research Institute (NHGRI) RM1HG011014NCI NIH HHS R33 CA267219NHGRI NIH HHS RM1 HG011014NIDDK NIH HHS P30 DK132710NINDS NIH HHS UG3 NS132139NINDS NIH HHS UH3 NS132139Vallee Foundation (The Vallee Foundation) Scholar Award
6 · The paper itself

Abstract

Somatic mosaicism is pervasively observed in human aging, with clonal expansions of cells harboring mutations in recurrently mutated driver genes. Bulk sequencing of tissues captures mutation frequencies but cannot reconstruct clonal architectures nor delineate how driver mutations affect cellular phenotypes. We developed single-cell genotype-to-phenotype sequencing (scG2P) for high-throughput, highly multiplexed, joint capture of genotyping of mutation hotspots and mRNA markers. We applied scG2P to aged esophagus samples from six individuals and observed large numbers of clones with a single driver event, accompanied by rare clones with two driver mutations. NOTCH1 mutants dominate the clonal landscape and are linked to stunted epithelial differentiation, whereas TP53 mutants promote clonal expansion through both differentiation biases and increased cell cycling. Thus, joint single-cell highly multiplexed capture of somatic mutations and mRNA transcripts enables high-resolution reconstruction of clonal architecture and associated phenotypes in solid tissue somatic mosaicism. SIGNIFICANCE: Joint single-cell capture of somatic mutations and mRNA transcripts reconstructs clonal architecture and associated phenotypes of the phenotypically normal esophagus, providing the first single-cell genotype-phenotype map of this clonally mosaic tissue to accelerate our understanding of human somatic evolution in solid tissues and provide a window into early cancerous states.

Indexed as

MosaicismMutationRNA, MessengerSingle-Cell AnalysisEsophageal NeoplasmsGenetic Association StudiesGenotypeHigh-Throughput Nucleotide SequencingHumansPhenotypeReceptor, Notch1NOTCH1 protein, humanReceptor, Notch1RNA, Messenger

Identifiers

PMID41481786
PMCPMC12874418

What Socratic holds

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Registered trials

None linked

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 Socratic graph.