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Xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments

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) provide a powerful way to study the organization of xenograft models, but currently there is a lack of spec...

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Autores principales: Strope, Benjamin S, Pendleton, Katherine E, Bowie, William Z, Echeverria, Gloria V, Zhu, Qian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10508769/
https://www.ncbi.nlm.nih.gov/pubmed/37732227
http://dx.doi.org/10.1101/2023.09.04.556109
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author Strope, Benjamin S
Pendleton, Katherine E
Bowie, William Z
Echeverria, Gloria V
Zhu, Qian
author_facet Strope, Benjamin S
Pendleton, Katherine E
Bowie, William Z
Echeverria, Gloria V
Zhu, Qian
author_sort Strope, Benjamin S
collection PubMed
description 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) provide 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, quantification, 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.
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spelling pubmed-105087692023-09-20 Xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments Strope, Benjamin S Pendleton, Katherine E Bowie, William Z Echeverria, Gloria V Zhu, Qian bioRxiv Article 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) provide 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, quantification, 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. Cold Spring Harbor Laboratory 2023-09-05 /pmc/articles/PMC10508769/ /pubmed/37732227 http://dx.doi.org/10.1101/2023.09.04.556109 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Strope, Benjamin S
Pendleton, Katherine E
Bowie, William Z
Echeverria, Gloria V
Zhu, Qian
Xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments
title Xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments
title_full Xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments
title_fullStr Xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments
title_full_unstemmed Xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments
title_short Xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments
title_sort xenomake: a pipeline for processing and sorting xenograft reads from spatial transcriptomic experiments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10508769/
https://www.ncbi.nlm.nih.gov/pubmed/37732227
http://dx.doi.org/10.1101/2023.09.04.556109
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