Evidence map›Paper›PMID 40249782›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Unified molecular approach for spatial epigenome, transcriptome, and cell lineages.

Yung-Hsin Huang, Julia A Belk, Ruochi Zhang, Natasha E Weiser, Zachary Chiang, Matthew G Jones, Paul S Mischel, Jason D Buenrostro, Howard Y Chang

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Review
  2. Insights Into Spatial Transcriptomics: Exploring Recent Technical Developments and Their Diverse Applications.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Review
  3. Review
  4. Review
  5. Review
  6. Genome-Wide Identification and Functional Verification of CoreInternational journal of molecular sciences · 2026
    Article
  7. Article
  8. Article
  9. Review
  10. Review
  11. Article
  12. Article
  13. Review
  14. Unified molecular approach for spatial epigenome, transcriptome, and cell lineages.Proceedings of the National Academy of Sciences of the United States of America · 2025
    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

9 authors.

Yung-Hsin Huang *Department of Dermatology, Center for Personal Dynamic Regulomes and Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA 94305.
Julia A Belk *Department of Dermatology, Center for Personal Dynamic Regulomes and Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA 94305.ORCID 0000-0003-4724-6158
Ruochi ZhangBroad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142.
Natasha E WeiserDepartment of Dermatology, Center for Personal Dynamic Regulomes and Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA 94305.
Zachary ChiangBroad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142.
Matthew G JonesDepartment of Dermatology, Center for Personal Dynamic Regulomes and Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA 94305.
Paul S MischelDepartment of Pathology, Stanford University, Stanford, CA 94305.ORCID 0000-0002-4560-2211
Jason D BuenrostroBroad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142.
Howard Y ChangDepartment of Dermatology, Center for Personal Dynamic Regulomes and Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA 94305.ORCID 0000-0002-9459-4393

Funding

Translational Oncology Research Program (Project-005)P30CA124435 · NCI · STANFORD UNIVERSITY · PI Vittorio Sebastiano · 2007 to 2026
$71.4M
Special EquipmentP50HG007735 · NHGRI · STANFORD UNIVERSITY · PI CHANG, HOWARD Y · 2014 to 2018
$15.2M
Center for Personal Dynamic RegulomesRM1HG007735 · NHGRI · STANFORD UNIVERSITY · PI CHANG, HOWARD Y · 2019 to 2023
$13.8M
Spatial multiomic mapping of gene function with CRISPRoffUM1HG012660 · NHGRI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Luke Gilbert · 2022 to 2026
$8.2M
The role of DNMT3A in gene regulation and stem cell expansionK00CA222736 · NCI · STANFORD UNIVERSITY · PI HUANG, YUNG-HSIN · 2020 to 2023
$379k
Quantitative modeling of extrachromosomal DNA (ecDNA) evolution in tumorsK99CA286968 · NCI · STANFORD UNIVERSITY · PI JONES, MATTHEW GREGORY · 2024 to 2025
$335k
The role of DNMT3A in gene regulation and stem cell expansionF99CA222736 · NCI · BAYLOR COLLEGE OF MEDICINE · PI HUANG, YUNG-HSIN · 2017 to 2018
$90k
HHS | NIH | National Human Genome Research Institute (NHGRI) HG007735HHS | NIH | National Human Genome Research Institute (NHGRI) HG012660HHS | NIH | NCI | Center for Cancer Research (CCR) CA222736NCI NIH HHS F99 CA222736NCI NIH HHS K00 CA222736NCI NIH HHS K99 CA286968NCI NIH HHS P30 CA124435NHGRI NIH HHS P50 HG007735NHGRI NIH HHS RM1 HG007735NHGRI NIH HHS UM1 HG012660
6 · The paper itself

Abstract

Spatial epigenomics and multiomics can provide fine-grained insights into cellular states but their widespread adoption is limited by the requirement for bespoke slides and capture chemistries for each data modality. Here, we present SPatial assay for Accessible chromatin, Cell lineages, and gene Expression with sequencing (SPACE-seq), a method that utilizes polyadenine-tailed epigenomic libraries to enable facile spatial multiomics using standard whole transcriptome reagents. Applying SPACE-seq to a human glioblastoma specimen, we reveal the state of the tumor microenvironment, extrachromosomal DNA copy numbers, and identify putative mitochondrial DNA variants.

Indexed as

Cell LineageEpigenomeEpigenomicsGlioblastomaTranscriptomeChromatinDNA Copy Number VariationsDNA, MitochondrialEpigenesis, GeneticHumansTumor MicroenvironmentChromatinDNA, Mitochondrialcell lineageschromatin accessibilityspatial genomicsspatial multiomics

Identifiers

PMID40249782
PMCPMC12037033

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.