Evidence map›Paper›PMID 40532697›Full record

ArticleCell2025

STAMP: Single-cell transcriptomics analysis and multimodal profiling through imaging.

Emanuele Pitino, Anna Pascual-Reguant, Felipe Segato-Dezem, Kellie Wise, Irepan Salvador-Martinez, Helena Lucia Crowell, Maycon Marção, Max Ruiz, Elise Courtois, William F Flynn and 17 more

Abstract read
In one paragraph

Article in Cell, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing 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

19 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Review
  8. Review
  9. Article
  10. Review
  11. Single-Cell Profiling: Any Scale, Any Size, All at Once.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  12. Review
  13. Article
  14. The Five-Decade Journey of Small Cell Lung Cancer.Cancer communications (London, England) · 2026
    Review
  15. Review
  16. Article
  17. Article
  18. Article
  19. Primate amnion development.Development (Cambridge, England) · 2024
    Review
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

27 authors.

Emanuele PitinoCentro Nacional de Análisis Genómico (CNAG), Barcelona, Spain.
Anna Pascual-ReguantCentro Nacional de Análisis Genómico (CNAG), Barcelona, Spain; Universitat de Barcelona (UB), Barcelona, Spain.
Felipe Segato-DezemCenter for Spatial Omics, St. Jude Children's Research Hospital, Memphis, TN, USA; Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Kellie WiseAdelaide Centre for Epigenetics, School of Biomedicine, the University of Adelaide, Adelaide, SA, Australia; South Australian immunoGENomics Cancer Institute, The University of Adelaide, Adelaide, SA, Australia.
Irepan Salvador-MartinezCentro Nacional de Análisis Genómico (CNAG), Barcelona, Spain.
Helena Lucia CrowellCentro Nacional de Análisis Genómico (CNAG), Barcelona, Spain.
Maycon MarçãoCenter for Spatial Omics, St. Jude Children's Research Hospital, Memphis, TN, USA; Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Max RuizCentro Nacional de Análisis Genómico (CNAG), Barcelona, Spain.
Elise CourtoisThe Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
William F FlynnThe Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
Santhosh SivajothiThe Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
Emily SojaThe Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
Ginevra CaratùCentro Nacional de Análisis Genómico (CNAG), Barcelona, Spain.
German Atzin Mora-RoldanAdelaide Centre for Epigenetics, School of Biomedicine, the University of Adelaide, Adelaide, SA, Australia; South Australian immunoGENomics Cancer Institute, The University of Adelaide, Adelaide, SA, Australia.
B Kate DredgeAdelaide Centre for Epigenetics, School of Biomedicine, the University of Adelaide, Adelaide, SA, Australia; South Australian immunoGENomics Cancer Institute, The University of Adelaide, Adelaide, SA, Australia.
Yutian LiuCenter for Spatial Omics, St. Jude Children's Research Hospital, Memphis, TN, USA; Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Hannah ChasteenCenter for Spatial Omics, St. Jude Children's Research Hospital, Memphis, TN, USA; Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Monika MohenskaAdelaide Centre for Epigenetics, School of Biomedicine, the University of Adelaide, Adelaide, SA, Australia; South Australian immunoGENomics Cancer Institute, The University of Adelaide, Adelaide, SA, Australia; Department of Anatomy & Developmental Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia.
Juan C NietoCentro Nacional de Análisis Genómico (CNAG), Barcelona, Spain.
Raymond K H YipThe Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
Ruvimbo D MishiThe Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
José M PoloAdelaide Centre for Epigenetics, School of Biomedicine, the University of Adelaide, Adelaide, SA, Australia; South Australian immunoGENomics Cancer Institute, The University of Adelaide, Adelaide, SA, Australia; Department of Anatomy & Developmental Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia.
Mohmed AbdalfttahSpanish National Cancer Research Centre (CNIO), Madrid, Spain.
Adrienne E SullivanAdelaide Centre for Epigenetics, School of Biomedicine, the University of Adelaide, Adelaide, SA, Australia; South Australian immunoGENomics Cancer Institute, The University of Adelaide, Adelaide, SA, Australia.
Jasmine T PlummerCenter for Spatial Omics, St. Jude Children's Research Hospital, Memphis, TN, USA; Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN, USA; Department of Cellular and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, USA; Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, USA. Electronic address: jasmine.plummer@stjude.org.
Holger HeynCentro Nacional de Análisis Genómico (CNAG), Barcelona, Spain; Universitat de Barcelona (UB), Barcelona, Spain; ICREA, Barcelona, Spain. Electronic address: holger.heyn@cnag.eu.
Luciano G MartelottoAdelaide Centre for Epigenetics, School of Biomedicine, the University of Adelaide, Adelaide, SA, Australia; South Australian immunoGENomics Cancer Institute, The University of Adelaide, Adelaide, SA, Australia. Electronic address: lucianomartelotto@gmail.com.

Funding

Shared Resource ManagementP30CA034196 · NCI · JACKSON LABORATORY · PI Paul Robson · 1985 to 2026
$61.9M
NCI NIH HHS P30 CA034196
6 · The paper itself

Abstract

Single-cell RNA sequencing has revolutionized our understanding of cellular diversity but remains constrained by scalability, high costs, and the destruction of cells during analysis. To overcome these challenges, we developed STAMP (single-cell transcriptomics analysis and multimodal profiling), a highly scalable approach for the profiling of single cells. By leveraging transcriptomics and proteomics imaging platforms, STAMP eliminates sequencing costs, enabling cost-efficient single-cell genomics of millions of cells. Immobilizing (stamping) cells in suspension onto imaging slides, STAMP supports multimodal (RNA, protein, and H&E) profiling, while retaining cellular structure and morphology. We demonstrate STAMP's versatility by profiling peripheral blood mononuclear cells, cell lines, and stem cells. We highlight the capability of STAMP to identify ultra-rare cell populations, simulate clinical applications, and show its utility for large-scale perturbation studies. In total, we present data for 10,962,092 high-quality cells/nuclei and 6,030,429,954 transcripts. STAMP makes high-resolution cellular profiling more accessible, scalable, and affordable.

Indexed as

Gene Expression ProfilingSingle-Cell AnalysisTranscriptomeCell LineHumansLeukocytes, MononuclearProteomicsSequence Analysis, RNAcell atlascirculating tumor cellsgenomicsimagingmultimodalphenotypingproteomicssingle cellstem cellstranscriptomics

Identifiers

PMID40532697
PMCPMC12551790

What OpenQuestion holds

Textmetadata
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.