Author

Augusto Sales de Queiroz

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Systems Biology· 1

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Assay:protein sequence· 1 Approach:statistical model· 1

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Alain Jean‐MarieiD· 1 shared Dorian MazauriciD· 1 shared Frédéric CazalsiD· 1 shared Guilherme Sales Santa Cruz· 1 shared Jérémie RouxiD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperSystems Biology

Alain Jean‐MarieORCID

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Systems BiologyHALPeer-reviewedNov 21, 2021

Gene prioritization based on random walks with restarts and absorbing states, to define gene sets regulating drug pharmacodynamics from single-cell analyses

Augusto Sales de Queiroz, Guilherme Sales Santa Cruz, Alain Jean‐Marie…·Frédéric Cazals

This paper introduces Genetrank, a method to prioritize genes regulating drug pharmacodynamics using random walks on protein interaction networks, applied to single-cell TRAIL sensitivity data.

DOI 10.1371/journal.pone.0268956

protein sequencestatistical model

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