AI Article Synopsis

  • Xenograft models simulate human tumor biology, allowing researchers to manipulate the tumor microenvironment and examine drug responses.
  • Spatially resolved transcriptomics (SRT) is a technique that helps analyze the spatial organization of these models but lacks specialized processing pipelines.
  • Xenomake is a new standalone pipeline designed to automate the handling of spatial xenograft reads, improving data processing, alignment, and analysis while ensuring biological relevance.

Article Abstract

Summary: Xenograft models are attractive models that mimic human tumor biology and permit one to perturb the tumor microenvironment and study its drug response. Spatially resolved transcriptomics (SRT) provides a powerful way to study the organization of xenograft models, but currently there is a lack of specialized pipeline for processing xenograft reads originated from SRT experiments. Xenomake is a standalone pipeline for the automated handling of spatial xenograft reads. Xenomake handles read processing, alignment, xenograft read sorting, and connects well with downstream spatial analysis packages. We additionally show that Xenomake can correctly assign organism-specific reads, reduce sparsity of data by increasing gene counts, while maintaining biological relevance for studies.

Availability And Implementation: Xenomake is an open-source program that is available on Github (https://github.com/qianzhulab/Xenomake). Complete documentation can be found at the link.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11583937PMC
http://dx.doi.org/10.1093/bioinformatics/btae608DOI Listing

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