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Reconstructing cell lineage trees with genomic barcoding: approaches and applications

Zizhang Li, Wenjing Yang, Peng Wu, Yuyan Shan, Xiaoyu Zhang, Feng Chen, Junnan Yang, Junnan Yang, Jian-Rong Yang, Jian-Rong Yang

2023Journal of genetics and genomics/Journal of Genetics and Genomics15 citationsDOIOpen Access PDF

Abstract

In multicellular organisms, developmental history of cell divisions and functional annotation of terminal cells can be organized into a cell lineage tree (CLT). The reconstruction of the CLT has long been a major goal in developmental biology and other related fields. Recent technological advancements, especially those in editable genomic barcodes and single-cell high-throughput sequencing, have sparked a new wave of experimental methods for reconstructing CLTs. Here we review the existing experimental approaches to the reconstruction of CLT, which are broadly categorized as either image-based or DNA barcode-based methods. In addition, we present a summary of the related literature based on the biological insight provided by the obtained CLTs. Moreover, we discuss the challenges that will arise as more and better CLT data become available in the near future. Genomic barcoding-based CLT reconstructions and analyses, due to their wide applicability and high scalability, offer the potential for novel biological discoveries, especially those related to general and systemic properties of the developmental process.

Topics & Concepts

Multicellular organismBarcodeScalabilityDNA barcodingEvolutionary biologyLineage (genetic)BiologyComputational biologyAnnotationComputer scienceTree (set theory)Data scienceArtificial intelligenceCellGeneGeneticsMathematicsMathematical analysisOperating systemDatabaseSingle-cell and spatial transcriptomicsCell Image Analysis TechniquesCancer Genomics and Diagnostics
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