Author

Jinjin Tian

Amazon (United States)ORCID 0000-0003-3537-6430Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Kathryn RoederiD· 2 shared Bernie DevliniD· 1 shared Jiebiao WangiD· 1 shared Maya SheniD· 1 shared

Activity by Year

2021-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 4 mutual co-author links

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2 shared papersGenomics

Kathryn RoederORCID

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2 papers

Recent·Most cited

GenomicsbioRxivPreprintDec 11, 2025

DAWN-SCAPE: Discovering Associations With Networks through Shared Contextual Analysis of Phenotype and Expression

Maya Shen, Jinjin Tian, Bernie Devlin, Kathryn Roeder

DAWN-SCAPE distinguishes between genes causing phenotypic differences and those affected by the phenotype, applying it to autism and Alzheimer's data to identify upstream and downstream biological processes.

DOI 10.64898/2025.12.09.691744

humanbulk RNA-seq

𝕏 PostBluesky

GeneticsBioinformaticsPeer-reviewedFeb 19, 2021

ESCO: single cell expression simulation incorporating gene co-expression

Jinjin Tian, Jiebiao Wang, Kathryn Roeder

ESCO simulates single-cell gene expression with co-expression networks, showing imputation improves GCN recovery except when data are too sparse.

30 citations

humanmouse

𝕏 PostBluesky