User profiles for Hani Jieun Kim

Hani Jieun Kim

The University of Sydney
Verified email at sydney.edu.au
Cited by 476

scClassify: sample size estimation and multiscale classification of cells using single and multiple reference

Y Lin, Y Cao, HJ Kim, A Salim, TP Speed… - Molecular systems …, 2020 - embopress.org
Automated cell type identification is a key computational challenge in single‐cell RNA ‐sequencing
(sc RNA ‐seq) data. To capitalise on the large collection of well‐annotated sc RNA ‐…

[PDF][PDF] PhosR enables processing and functional analysis of phosphoproteomic data

HJ Kim, T Kim, NJ Hoffman, D Xiao, DE James… - Cell reports, 2021 - cell.com
Mass spectrometry (MS)-based phosphoproteomics has revolutionized our ability to profile
phosphorylation-based signaling in cells and tissues on a global scale. To infer the action of …

CiteFuse enables multi-modal analysis of CITE-seq data

HJ Kim, Y Lin, TA Geddes, JYH Yang, P Yang - Bioinformatics, 2020 - academic.oup.com
Motivation Multi-modal profiling of single cells represents one of the latest technological
advancements in molecular biology. Among various single-cell multi-modal strategies, cellular …

[HTML][HTML] Gene regulatory network reconstruction: harnessing the power of single-cell multi-omic data

D Kim, A Tran, HJ Kim, Y Lin, JYH Yang… - NPJ Systems Biology and …, 2023 - nature.com
Inferring gene regulatory networks (GRNs) is a fundamental challenge in biology that aims
to unravel the complex relationships between genes and their regulators. Deciphering these …

Uncovering cell identity through differential stability with Cepo

HJ Kim, K Wang, C Chen, Y Lin, PPL Tam… - Nature Computational …, 2021 - nature.com
The use of single-cell RNA-sequencing (scRNA-seq) allows observation of different cells at
multi-tiered complexity in the same microenvironment. To get insights into cell identity using …

[HTML][HTML] Vascular senescence and leak are features of the early breakdown of the blood–brain barrier in Alzheimer's disease models

KK Ting, P Coleman, HJ Kim, Y Zhao, J Mulangala… - GeroScience, 2023 - Springer
Alzheimer’s disease (AD) is an age-related disease, with loss of integrity of the blood–brain
barrier (BBB) being an early feature. Cellular senescence is one of the reported nine …

[HTML][HTML] Evaluating spatially variable gene detection methods for spatial transcriptomics data

C Chen, HJ Kim, P Yang - Genome Biology, 2024 - Springer
Background The identification of genes that vary across spatial domains in tissues and cells
is an essential step for spatial transcriptomics data analysis. Given the critical role it serves …

[PDF][PDF] Signaling heterogeneity is defined by pathway architecture and intercellular variability in protein expression

D Norris, P Yang, SY Shin, AL Kearney, HJ Kim… - Iscience, 2021 - cell.com
Insulin's activation of PI3K/Akt signaling, stimulates glucose uptake by enhancing delivery of
GLUT4 to the cell surface. Here we examined the origins of intercellular heterogeneity in …

[PDF][PDF] Comprehensive characterization of fetal and mature retinal cell identity to assess the fidelity of retinal organoids

HJ Kim, M O'Hara-Wright, D Kim, TH Loi, BY Lim… - Stem Cell Reports, 2023 - cell.com
Characterizing cell identity in complex tissues such as the human retina is essential for studying
its development and disease. While retinal organoids derived from pluripotent stem cells …

[PDF][PDF] Integrative analysis reveals histone demethylase LSD1 promotes RNA polymerase II pausing

HJ Kim, P Li, T Kim, AJ Oldfield, X Zheng, P Yang - Iscience, 2022 - cell.com
Lysine-specific demethylase 1 (LSD1) is well-known for its role in decommissioning
enhancers during mouse embryonic stem cell (ESC) differentiation. Its role in gene promoters …