Author

Jiao Sun

St. Jude Children's Research HospitalORCID 0009-0006-4570-0221Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:deconvolution· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Assay:proteomics· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Qian LiiD· 2 shared Yue PaniD· 2 shared Arzu Onar‐ThomasiD· 1 shared Ayesha A. Malik· 1 shared Ayla Bratton· 1 shared Chunyu LiuiD· 1 shared Giles W. RobinsoniD· 1 shared Junmin PengiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Qian LiORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJan 2, 2025

MODE: high-resolution digital dissociation with deep multimodal autoencoder

Jiao Sun, Ayesha A. Malik, Tong Lin…·Qian Li

MODE improves deconvolution by integrating multi-omic data through a multimodal autoencoder, outperforming existing methods in simulation and real data.

DOI 10.1101/2025.01.02.631152

scRNA-seqdeep learning

𝕏 PostBluesky

BioinformaticsCommunications BiologyPeer-reviewedApr 24, 2024

Multimodal joint deconvolution and integrative signature selection in proteomics

Yue Pan, Xusheng Wang, Jiao Sun…·Qian Li

The paper introduces a method for deconvolving bulk proteomes using transcriptome-proteome integration and applies it to identify cell-type-specific protein quantitative trait loci.

2 citations

proteomicsbulk RNA-seq

𝕏 PostBluesky