Prof Kim-Anh Le Cao
Professor in Statistical Genomics
School of Mathematics and Statistics
182 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
Integrated lipidome and miRNome analyses reveal sex-based differences in circulating extracellular vesicles of alcohol use disorder patients
DOI: 10.1007/s10565-026-10213-z2026
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
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
Multi-Omics Reveals Early Pregnancy Placental Dysfunction Associated With Preterm and Term Preeclampsia
DOI: 10.1002/mco2.707842026
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
The planktonic microbiome of the Great Barrier Reef
DOI: 10.1038/s41586-026-10778-z2026
Journal article
Scalable cell-specific coexpression networks for granular regulatory pattern discovery with NeighbourNet
DOI: 10.1101/gr.281171.125