Evidence map›Paper›PMID 41735501›Full record

ReviewNature protocols2026

Volumetric DNA microscopy for mapping spatial transcriptomes in three dimensions.

Nianchao Qian, Jing Li, Reem Yasser, Mingrui Yu, Joshua A Weinstein

Abstract readReview
In one paragraph

Review in Nature protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Nianchao QianDepartment of Medicine, Section of Genetic Medicine, University of Chicago, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-2819-4746
Jing LiDepartment of Medicine, Section of Genetic Medicine, University of Chicago, Chicago, IL, USA.ORCID http://orcid.org/0009-0007-3236-9637
Reem YasserPritzker School of Molecular Engineering, University of Chicago, Chicago, IL, USA.
Mingrui YuProgram in Genetics, Genomics, and Systems Biology, University of Chicago, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-2749-0690
Joshua A WeinsteinDepartment of Medicine, Section of Genetic Medicine, University of Chicago, Chicago, IL, USA. jaweinst@uchicago.edu.ORCID http://orcid.org/0000-0002-0103-9738

Funding

DNA microscopy for spatially resolved genomic analyses in intact tissueR01HG009276 · NHGRI · BROAD INSTITUTE, INC. · PI ZHANG, FENG · 2016 to 2019
$4.9M
Volumetric spatial-genetic imaging with DNA microscopyR35GM143017 · NIGMS · UNIVERSITY OF CHICAGO · PI WEINSTEIN, JOSHUA · 2021 to 2025
$2.0M
NHGRI NIH HHS R01 HG009276NIGMS NIH HHS R35 GM143017U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) NIH-1R35GM143017-01
6 · The paper itself

Abstract

The architecture and function of biological systems are inherently three-dimensional, yet most existing spatial transcriptomic technologies remain restricted to thin tissue sections, limiting their capacity to resolve cellular organization and microenvironments within intact tissue volumes. To address this limitation, we developed volumetric DNA microscopy, a scalable, optics-free approach for spatial transcriptome profiling directly within intact biological specimens. The method encodes spatial information into DNA molecules that form a dense intermolecular network in situ, enabling the reconstruction of three-dimensional spatial relationships through short-read sequencing and computational analysis. Here we detail the complete workflow including in situ cDNA synthesis, spatial encoding through DNA nanoball formation, dual-scale proximity bridging between neighboring nanoballs and spatial reconstruction via geodesic spectral embedding. Sequencing libraries can be generated within 7-8 d by a competent graduate-level molecular biologist, followed by standardized downstream computational analysis. Because the workflow requires only routine molecular biology reagents and a benchtop sequencer, volumetric DNA microscopy provides a versatile platform for exploring genetic and morphological features in intact tissues.

Indexed as

DNAGene Expression ProfilingImaging, Three-DimensionalMicroscopyTranscriptomeAnimalsDNA NanostructuresSpatial TranscriptomicsDNA

Identifiers

PMID41735501
PMCPMC13400061

What OpenQuestion 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 OpenQuestion graph.