Author

Sachin Heerah

University of Illinois Urbana-ChampaignORCID 0000-0002-6851-904XUnclaimed ORCID profile · follow to get notified of new preprints

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Systems Biology· 1

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Organism:Arabidopsis· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

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Amy Marshall‐ColóniD· 1 shared Roberto MolinariiD· 1 shared Stéphane GuerrieriD· 1 shared

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2021-2021 · peak 1/yr

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Amy Marshall‐ColónORCID

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1 paper

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Systems BiologyBioinformaticsPeer-reviewedMar 4, 2021

Granger-Causal Testing for Irregularly Sampled Time Series with Application to Nitrogen Signaling in Arabidopsis

Sachin Heerah, Roberto Molinari, Stéphane Guerrier, Amy Marshall‐Colón

This paper develops a statistical framework for identifying Granger causal relationships in irregularly sampled time series data from Arabidopsis thaliana, revealing 3,078 significant gene interactions related to nitrogen signaling.

18 citations

Arabidopsisbulk RNA-seq

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