Optics-free reconstruction of 2D images via DNA barcode proximity graphs

bioRxiv Pub Date : 2024-08-08 DOI:10.1101/2024.08.06.606834
Hanna Liao, Sanjay Kottapalli, Yuqi Huang, Matthew Chaw, Jase Gehring, Olivia Waltner, Melissa Phung-Rojas, R. Daza, Frederick A. Matsen, C. Trapnell, Jay Shendure, Sanjay R Srivatsan
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Abstract

Spatial genomic technologies include imaging- and sequencing-based methods (1–3). An emerging subcategory of sequencing-based methods relies on a surface coated with coordinate-associated DNA barcodes, which are leveraged to tag endogenous nucleic acids or cells in an overlaid tissue section (4–7). However, the physical registration of DNA barcodes to spatial coordinates is challenging, necessitating either high density printing of coordinate-specific oligonucleotides or in situ sequencing/probing of randomly deposited, oligonucleotide-bearing beads. As a consequence, the surface areas available to sequencing-based spatial genomic methods are constrained by the time, labor, cost, and instrumentation required to either print, synthesize or decode a coordinate-tagged surface. To address this challenge, we developed SCOPE (Spatial reConstruction via Oligonucleotide Proximity Encoding), an optics-free, DNA microscopy (8) inspired method. With SCOPE, the relative positions of randomly deposited beads on a 2D surface are inferred from the ex situ sequencing of chimeric molecules formed from diffusing “sender” and tethered “receiver” oligonucleotides. As a first proof-of-concept, we apply SCOPE to reconstruct an asymmetric “swoosh” shape resembling the Nike logo (16.75 × 9.25 mm). Next, we use a microarray printer to encode a “color” version of the Snellen eye chart for visual acuity (17.18 × 40.97 mm), and apply SCOPE to achieve optics-free reconstruction of individual letters. Although these are early demonstrations of the concept and much work remains to be done, we envision that the optics-free, sequencing-based quantitation of the molecular proximities of DNA barcodes will enable spatial genomics in constant experimental time, across fields of view and at resolutions that are determined by sequencing depth, bead size, and diffusion kinetics, rather than the limitations of optical instruments or microarray printers.
通过 DNA 条形码近似图无光学重建二维图像
空间基因组技术包括基于成像和测序的方法(1-3)。基于测序方法的一个新兴子类别依赖于涂有坐标相关 DNA 条形码的表面,利用这些条形码标记覆盖组织切片中的内源性核酸或细胞(4-7)。然而,DNA 条形码与空间坐标的物理配准具有挑战性,需要高密度打印坐标特异性寡核苷酸,或对随机沉积的含有寡核苷酸的珠子进行原位测序/探针。因此,基于测序的空间基因组学方法可用的表面区域受到打印、合成或解码坐标标记表面所需的时间、人力、成本和仪器的限制。为了应对这一挑战,我们开发了 SCOPE(通过寡核苷酸邻近编码进行空间重构),这是一种受 DNA 显微镜(8)启发的无光学方法。利用 SCOPE,可以通过对扩散的 "发送者 "和系留的 "接收者 "寡核苷酸形成的嵌合分子进行原位测序,推断出二维表面上随机沉积的珠子的相对位置。作为第一个概念验证,我们应用 SCOPE 重建了一个类似耐克标志(16.75 × 9.25 毫米)的不对称 "咻 "形。接下来,我们使用微阵列打印机对 "彩色 "版的斯奈伦视力表(17.18 × 40.97 毫米)进行编码,并应用 SCOPE 实现单个字母的无光学重建。尽管这些只是对这一概念的早期演示,还有许多工作要做,但我们设想,基于无光学的测序对 DNA 条形码的分子邻近性进行定量,将能在恒定的实验时间内实现跨视场的空间基因组学,其分辨率由测序深度、珠子大小和扩散动力学决定,而不是受光学仪器或微阵列打印机的限制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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