Prof Kim-Anh Le Cao
Professor in Statistical Genomics
School of Mathematics and Statistics
179 Scholarly works
21 Projects
HIGHLIGHTS
2024
Research grants (ARC, NHMRC, MRFF)
New Data Integration Methods to Unlock the Potential of Clinical Omics Data
2023
Research grants (ARC, NHMRC, MRFF)
ARC Centre of Excellence in Quantum Biotechnology
2023
Research grants (other domestic)
ARC Centre of Excellence in Quantum Biotechnology
2019
Journal article
DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays.
DOI: 10.1093/bioinformatics/bty10542019
Journal article
Benchmarking single cell RNA-sequencing analysis pipelines using mixture control experiments
DOI: 10.1038/s41592-019-0425-82017
Journal article
mixOmics: An R package for ‘omics feature selection and multiple data integration
DOI: 10.1371/journal.pcbi.10057522014
Journal article
Genome-wide characterization of the routes to pluripotency
DOI: 10.1038/nature14046
RECENT SCHOLARLY WORKS
2026
Journal article
Targeting the Lipid Metabolism Proteins FASN and GPAM in Alveolar Type II Cells Decreases Lung Metastasis
DOI: 10.1158/2159-8290.CD-25-01912026
Journal article
Integrated transcriptomic and clinical analysis of autism spectrum disorder reveals structured heterogeneity and links Methyl-CpG Binding Domain Protein 2 expression with symptom severity
DOI: 10.1111/pcn.700652026
Journal article
phylobar: an R package for multiresolution compositional barplots in omics studies
DOI: 10.1093/bioinformatics/btag1512026
Journal article
Large-scale drug screening in iPSC-derived motor neurons from sporadic ALS patients identifies a potential combinatorial therapy
DOI: 10.1038/s41593-025-02118-72026
Journal article
Scalable cell-specific coexpression networks for granular regulatory pattern discovery with NeighbourNet
DOI: 10.1101/gr.281171.1252026
Journal article
Φ-Space ST: A platform-agnostic method to identify cell states in spatial transcriptomics studies
DOI: 10.1016/j.crmeth.2026.1014832026
Journal article
Integrated multi-omics reveals coordinated Staphylococcus aureus metabolic, iron transport, and stress responses to human serum
DOI: 10.1128/msystems.01183-252026
Journal article
Age-related Eye Disease Studies Supplements and Genetic Risk Score Are Crucial Determinants of Intestinal Microbial Alterations in Advanced Age-Related Macular Degeneration
DOI: 10.1016/j.xops.2025.100920