User profiles for Melissa J Davis

Melissa J Davis

Professor, Computational Systems Oncology, The University of Adelaide
Verified email at adelaide.edu.au
Cited by 9478

[HTML][HTML] Single sample scoring of molecular phenotypes

…, DD Bhuva, R Lyu, K Horan, J Cursons, MJ Davis - BMC …, 2018 - Springer
Background Gene set scoring provides a useful approach for quantifying concordance
between sample transcriptomes and selected molecular signatures. Most methods use …

Blockade of the co-inhibitory molecule PD-1 unleashes ILC2-dependent antitumor immunity in melanoma

…, E Vivier, IP Wicks, JA Trapani, A Munitz, MJ Davis… - Nature …, 2021 - nature.com
Group 2 innate lymphoid cells (ILC2s) are essential to maintain tissue homeostasis. In cancer,
ILC2s can harbor both pro-tumorigenic and anti-tumorigenic functions, but we know little …

[HTML][HTML] Visualising associations between paired 'omics' data sets

I González, KAL Cao, MJ Davis, S Déjean - BioData mining, 2012 - Springer
Background Each omics platform is now able to generate a large amount of data. Genomics,
proteomics, metabolomics, interactomics are compiled at an ever increasing pace and now …

A gene signature predicting natural killer cell infiltration and improved survival in melanoma patients

…, A Behren, ND Huntington, MJ Davis - Cancer immunology …, 2019 - AACR
Natural killer (NK) cell activity is essential for initiating antitumor responses and may be
linked to immunotherapy success. NK cells and other innate immune components could be …

Supervised, semi-supervised and unsupervised inference of gene regulatory networks

…, PB Madhamshettiwar, MJ Davis… - Briefings in …, 2014 - academic.oup.com
Davis Melissa Davis is a computational cell biologist with research interests in genome-scale
biological network and pathway analysis, and the integration of experimental data with …

[HTML][HTML] Construction of developmental lineage relationships in the mouse mammary gland by single-cell RNA profiling

…, S Wilcox, N Fu, KH Liu, FC Jackling, MJ Davis… - Nature …, 2017 - nature.com
The mammary epithelium comprises two primary cellular lineages, but the degree of
heterogeneity within these compartments and their lineage relationships during development …

[HTML][HTML] Gene regulatory network inference: evaluation and application to ovarian cancer allows the prioritization of drug targets

PB Madhamshettiwar, SR Maetschke, MJ Davis… - Genome medicine, 2012 - Springer
Background Altered networks of gene regulation underlie many complex conditions, including
cancer. Inferring gene regulatory networks from high-throughput microarray expression …

[HTML][HTML] PRMT1-mediated H4R3me2a recruits SMARCA4 to promote colorectal cancer progression by enhancing EGFR signaling

…, R Hu, X Li, B Chen, J Wang, K Zen, H Li, MJ Davis… - Genome medicine, 2021 - Springer
Background Aberrant changes in epigenetic mechanisms such as histone modifications play
an important role in cancer progression. PRMT1 which triggers asymmetric dimethylation of …

[PDF][PDF] Structure-based reassessment of the caveolin signaling model: do caveolae regulate signaling through caveolin-protein interactions?

BM Collins, MJ Davis, JF Hancock, RG Parton - Developmental cell, 2012 - cell.com
Caveolin proteins drive formation of caveolae, specialized cell-surface microdomains that
influence cell signaling. Signaling proteins are proposed to use conserved caveolin-binding …

Research resource: nuclear receptors as transcriptome: discriminant and prognostic value in breast cancer

…, S Loi, D Graham, S Jindal, MJ Davis… - Molecular …, 2013 - academic.oup.com
To identify biologically relevant groupings or clusters of nuclear receptors (NR) that are
associated with breast neoplasia, with potentially diagnostic, discriminant or prognostic value, we …