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Low-dimensionality in gene expression data enables the accurate extraction of transcriptional programs from shallow sequencing

A tradeoff between precision and throughput constrains all biological measurements, including sequencing-based technologies. Here, we develop a mathematical framework that defines this tradeoff between mRNA-sequencing depth and error in the extraction of biological information. We find that transcri...

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Библиографические подробности
Опубликовано в: :Cell Syst
Главные авторы: Heimberg, Graham, Bhatnagar, Rajat, El-Samad, Hana, Thomson, Matt
Формат: Artigo
Язык:Inglês
Опубликовано: 2016
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC4856162/
https://ncbi.nlm.nih.gov/pubmed/27135536
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cels.2016.04.001
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