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Updated: May 7, 2025

Characterizing Mutational Load and Clonal Composition of Human Blood
Published on: July 11, 2019
Tracking Somatic Mutations for Lineage Reconstruction
Yaara Neumeier1, Ofir Raz1, Liming Tao1
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
Abstract:
The human genome is composed of distinct genomic regions that are susceptible to various types of somatic mutations. Among these, Short Tandem Repeats (STRs) stand out as the most mutable genetic elements. STRs are short repetitive polymorphic sequences, predominantly situated within noncoding sectors of the genome. The intrinsic repetition characterizing these sequences makes them highly mutable in vivo. Consequently, this characteristic provides the chance to unravel the natural developmental history of human viable cells retrospectively. However, STRs also introduce stutter noise in vitro amplification, which makes their analysis challenging. Here we describe our integrated biochemical-computational platform for single-cell lineage analysis. It consists of a pipeline whose inputs are single cells and whose output is a lineage tree of input cells.
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