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MERFISH+, a large-scale, multi-omics spatial technology resolves the molecular holograms of the 3D human developing
Colin Kern1,2, Qingquan Zhang3, Yifan Lu4
1Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA.
Biorxiv : the Preprint Server for Biology
|November 24, 2025
Summary
MERFISH+ enhances spatial transcriptomics for mapping cellular organization. This new method quantifies over 1,800 genes and reconstructs a 3D multi-omic atlas of the developing human heart at subcellular resolution.
Area of Science:
- Genomics
- Cell Biology
- Biotechnology
Background:
- Spatial transcriptomics technologies are crucial for understanding tissue organization.
- Existing methods face limitations in gene coverage, multimodal analysis, and scalability.
- Multiplexed Error-Robust Fluorescence In Situ Hybridization (MERFISH) is a key technology in this field.
Purpose of the Study:
- To present MERFISH+, an advanced version of MERFISH with improved capabilities.
- To demonstrate MERFISH+ for high-resolution 3D spatial multi-omics in complex tissues.
- To reconstruct a comprehensive 3D atlas of the developing human heart.
Main Methods:
- MERFISH+ integrates chemical probe anchoring in hydrogels with microfluidics and microscopy for robust hybridization.
- The platform supports repeated hybridization cycles across centimeter-scale tissue samples.
- A generative integration framework (Spateo-VI) was used to harmonize transcriptomic and chromatin data.
Main Results:
- MERFISH+ enabled simultaneous quantification of over 1,800 genes.
- The 3D organization of chromatin loci and epigenomic marks in developing human hearts was resolved.
- A 3D spatially-resolved multi-omic atlas of the developing human heart, comprising 3.1 million cells across 34 populations, was reconstructed at subcellular resolution.
- The atlas allowed characterization of 3D cellular neighborhoods and transcriptional gradients.
Conclusions:
- MERFISH+ provides a robust, large-format platform for spatial multi-omics.
- This technology enables high-resolution gene expression mapping at the subcellular level.
- MERFISH+ facilitates detailed characterization of cellular organization within 3D organs.

