Evidence map›Paper›PMID 42681470›Full record

ArticleMethods in molecular biology (Clifton, N.J.)2026

Improving Spatial Transcriptomics with Dual-Color Coding and Cell Painting.

Madlene Wunderl, Lilli Bonstingl, Karin Pankratz, Daniel Kummer, Amin El-Heliebi

Abstract read
PubMed Publisher
In one paragraph

Article in Methods in molecular biology (Clifton, N.J.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Madlene WunderlDivision of Cell Biology, Histology and Embryology, Gottfried Schatz Research Center, Medical University of Graz, Graz, Austria.
Lilli BonstinglDivision of Cell Biology, Histology and Embryology, Gottfried Schatz Research Center, Medical University of Graz, Graz, Austria.ORCID https://orcid.org/0009-0009-0757-6962
Karin PankratzDivision of Cell Biology, Histology and Embryology, Gottfried Schatz Research Center, Medical University of Graz, Graz, Austria.
Daniel KummerDivision of Cell Biology, Histology and Embryology, Gottfried Schatz Research Center, Medical University of Graz, Graz, Austria.
Amin El-HeliebiDivision of Cell Biology, Histology and Embryology, Gottfried Schatz Research Center, Medical University of Graz, Graz, Austria. amin.elheliebi@medunigraz.at.ORCID https://orcid.org/0000-0002-7679-6856

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Spatial transcriptomics has advanced our ability to study gene expression within the spatial context of tissues and single cells. Among the diverse methodologies available, in situ transcript detection offers subcellular spatial resolution by preserving the precise coordinates of RNA molecules. A widely used approach involves padlock probe (PLP) technology, which enables rolling circle amplification and fluorescent detection of individual transcripts. To address the limitations of conventional in situ methods in multiplexing, we recently developed the Combinatorial Dual-Color (CoDuCo) assay, enabling simultaneous detection of up to 15 distinct mRNAs in a single imaging round using only seven fluorescent dyes through unique dual-color codes. However, challenges in accurate signal-to-cell assignment persist, particularly in densely packed cell aggregates. To overcome this, we integrated a cell painting-based plasma membrane staining protocol into the CoDuCo workflow, providing clear cell boundary delineation prior to hybridization. This enhanced protocol significantly improves cell-level resolution and transcript assignment fidelity. Here, we present a stepwise and scalable protocol combining membrane staining with CoDuCo in situ hybridization, optimized for high-throughput spatial transcriptomics across diverse biological samples.

Indexed as

Spatial TranscriptomicsAnimalsFluorescent DyesHumansIn Situ Hybridization, FluorescenceRNA, MessengerSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisFluorescent DyesRNA, MessengerCell borderCell painting assayCoDuCoFluorescence imagingGene expressionIn situ hybridizationPadlock probeSignal-to-cell assignmentSpatial transcriptomicsWheat germ agglutinin

Identifiers

What OpenQuestion holds

Textmetadata
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.