A new advance overcomes present limitations in spatial transcriptomics with a DNA nanotechnology-driven method called ‘Light-Seq.’ Light-Seq allows researchers to ‘geotag’ the full repertoire of RNA sequences with unique DNA barcodes exclusive to a few cells of interest. These target cells are selected using light under a microscope via a fast and effective photocrosslinking process, and their RNAs made available to next-generation sequencing with the help of a new DNA nanotechnology-driven technique. This entire process can then be repeated for different cell populations in the same sample.
Under the microscope, researchers often observe different cell types organizing themselves in peculiar patterns within tissues, or sometimes a rare cell type that stands out by occupying a unique position, exhibiting an unusual shape, or expressing a specific biomarker molecule. To determine the deeper meaning of their observations, they have developed approaches to also access cells’ gene expression patterns (transcriptomes) by analyzing the gene-derived RNA molecules present within them, which they can match with cells’ shapes, spatial positions, and molecular biomarkers.
However, these “spatial transcriptomics” approaches still only capture a fraction of a cell’s total RNA molecules, and cannot deliver the depth and quality of analysis provided by single-cell sequencing methods, which were developed to investigate the transcriptomes of individual cells isolated from tissues or biofluids via next-generation sequencing (NGS) techniques. Nor do they allow researchers to only home in on specific cells based on their location in a tissue, which would greatly facilitate the pursuit of disjointed cell populations, or rare, difficult-to-isolate cells like rare brain cells with unique functions, or immune cells that invade tumors. In addition, because the original tissue environment is disrupted, many spatial transcriptomics and all single-cell sequencing methods prevent researchers from revisiting their samples to perform follow-up analysis, and they are costly because they require specialized instruments or reagents.
A new advance made at the Wyss Institute for Biologically Inspired Engineering at Harvard University now overcomes these limitations with a DNA nanotechnology-driven method called “Light-Seq.” Light-Seq allows researchers to “geotag” the full repertoire of RNA sequences with unique DNA barcodes exclusive to a few cells of interest. These target cells are selected using light under a microscope via a fast and effective photocrosslinking process.
With the help of a new DNA nanotechnology, the barcoded RNA sequences are then translated into coherent DNA strands, which can then be collected from the tissue sample and identified using NGS. The Light-Seq process can be repeated with different barcodes for different cell populations within the same sample, which is left intact for follow-up analysis. With a performance comparable to single-cell sequencing methods, it significantly broadens the depth and scope of investigations possible on a tissue sample. The method is published in Nature Methods[BB1] .
“Light-Seq’s unique combination of features fills an unmet need: the ability to perform imaging-informed, spatially prescribed, deep-sequencing analysis of hard, if not impossible-to-isolate cell populations or rare cell types in preserved tissues, with one-to-one correspondence of their highly refined gene expression state with spatial, morphological, and potentially disease-relevant features,” said Peng Yin, Ph.D., one of four corresponding authors and a Core Faculty member at the Wyss Institute, where his group developed Light-Seq. “It thus has potential to fast-forward the biological discovery process in various biomedical research areas.” Yin is also a Professor of Systems Biology at Harvard Medical School (HMS).
From barcoding in situ to sequencing ex situ
The Light-Seq project was spearheaded by Jocelyn (Josie) Kishi, Ph.D., Sinem Saka, Ph.D., and Ninning Liu, Ph.D. in Yin’s group at the Wyss, and Emma West, Ph.D. in Constance Cepko’s lab at HMS. Previously, Kishi and Saka had developed SABER-FISH as a spatial transcriptomics method for imaging gene expression directly in intact tissues (in situ). “With SABER-FISH, we still were orders of magnitude away from capturing cells’ complete gene expression programs, with many thousands of different RNA molecules per cell. RNA molecules are just too densely packed to be captured in their entirety using present imaging techniques,” said co-first and co-corresponding author Kishi. “Light-Seq solves this problem by combining high-resolution barcode labeling with full-transcriptome sequencing via NGS, giving us the best of both worlds and additional key advantages.” At the time of the study, Kishi was a Wyss Technology Development Fellow on Yin’s team, and is now pursuing a path toward commercializing Light-Seq together with some of her co-authors.
“To specifically sequence the cells in custom-selected locations of intact tissue samples, we developed a new approach for photocrosslinking DNA barcodes to copies of RNA molecules, and a DNA nanotechnology-powered procedure that makes them and their attached RNA sequences readable by NGS,” said co-first author Liu, a Postdoctoral Fellow in Yin’s group who previously co-developed a parallelized DNA barcoding platform for a super-resolution imaging method called “Action-PAINT” that also became one of the core components of Light-Seq.
First, DNA primers “base-pair” with RNA molecules in cells, and are extended to create copies of the RNA sequences called complementary DNA sequences (cDNAs). Then, DNA barcode strands containing an ultrafast photocrosslinker nucleotide are in turn base-paired to the cDNAs in the cells. These become permanently linked together when a target cell is lit up under the microscope through a stencil-like optical device that keeps other, non-target cells in the microscopic field in the dark and thus spares them from the photocrosslinking reaction. After washing the barcoded DNA sequences out of cells that were not permanently linked in situ, the procedure can be repeated with different barcodes and light patterns to label more regions of interest.
“To be able to integrate this barcoding workflow with NGS, we engineered a new stitching reaction that is based on DNA nanotechnology. This innovation allows us to convert our barcoded cDNAs into contiguous readout sequences. We can then extract the complete collection of barcode-bearing cDNA sequences from the sample, and analyze them with standard NGS techniques,” explained Saka, one of the study’s corresponding authors who is currently a Group Leader at the European Molecular Biology Laboratory in Heidelberg, Germany. “Ultimately, each barcode traces the full transcriptome readout back to the pre-selected cells in the tissue sample, which remains intact for subsequent analyses. This provides us the unique chance to revisit the exact same cells after sequencing for validation or further exploration.”
Eying complex tissues and rare cells
Following the first validation of Light-Seq in cultured cells, Yin’s team wanted to apply it to a complex tissue and partnered up with the group of Constance Cepko, Ph.D. at HMS. Cepko is one of the study’s corresponding authors and the Bullard Professor of Genetics and Neuroscience in the Blavatnik Institute at HMS, and investigates the development of the retina as a model of the nervous system. Kishi, Saka, and Liu joined forces with West in Cepko’s group to apply Light-Seq to cross-sections of the mouse retina and profile three major layers with different functions. The researchers reached a sequence coverage comparable to single-cell sequencing methods, and found that thousands of RNAs were enriched between the retina’s three major layers. They also showed that after sequence extraction, the tissue samples remained intact and could be further imaged for proteins and other biomolecules.
“Taking Light-Seq to the extreme, we were able to isolate the full transcriptome of a very rare cell type, known as ‘dopaminergic amacrine cells’ (DACs), which is extremely hard to isolate because of its intricate connections to other cells in the retina, by retrieving merely four to eight individually barcoded cells per cross-section,” said West. DACs are involved in regulating the eye’s circadian rhythm by fine-tuning visual perception to different light exposures during the day-night cycle. “Light-Seq also picked up RNAs that were specifically expressed in DACs at low levels, as well as dozens of DAC-specific biomarker RNAs that, to our knowledge, had not been described before, which opens new opportunities to study this rare cell type,” added West, who at the time of the study was a graduate student and then Postdoctoral Fellow with Cepko, and has now joined Kishi in her Light-Seq commercialization effort.
Opening the field of spatial transcriptomics up to NGS also adds information on the level of a single RNA species. “Our sequencing data clearly showed that Light-Seq can determine natural variations in the structure of RNAs. Going forward, we’re very interested in using Light-Seq to better understand the interplay between the immune system, disease-propagating cells, and different therapeutic strategies such as gene and cell therapy,” said Kishi.
“The Light-Seq technology developed in Peng Yin’s group in the Wyss Institute’s Molecular Robotics Initiative yet again shows how pursuing a totally unconventional approach and leveraging synthetic biology can lead to a disruptive technology with great potential for advancing both fundamental research and clinical medicine,” said Wyss Founding Director Donald Ingber, M.D., Ph.D., who is also the Judah Folkman Professor of Vascular Biology at Harvard Medical School and Boston Children’s Hospital, and the Hansjörg Wyss Professor of Bioinspired Engineering at the Harvard John A. Paulson School of Engineering and Applied Sciences.
Other authors of the study are Yin lab members Kuanwei Sheng, Jack Jordanides, and Matthew Serrata. It was funded by the Wyss Institute through its Validation Project Program and a Technology Development Fellowship to Kishi, grants from the Office of Naval Research (grant# N00014-18-1-2549), and National Institutes of Health (grant# 2019-02433), as well as support from the European Molecular Biology Laboratory, and Howard Hughes Medical Institute.