A review of feature selection methods for machine learning-based disease risk prediction N Pudjihartono, T Fadason, AW Kempa-Liehr, JM O'Sullivan Frontiers in Bioinformatics 2, 927312, 2022 | 457 | 2022 |
Chromatin interactions and expression quantitative trait loci reveal genetic drivers of multimorbidities T Fadason, W Schierding, T Lumley, JM O’Sullivan Nature communications 9 (1), 5198, 2018 | 75 | 2018 |
Physical interactions and expression quantitative traits loci identify regulatory connections for obesity and type 2 diabetes associated SNPs T Fadason, C Ekblad, JR Ingram, WS Schierding, JM O'Sullivan Frontiers in genetics 8, 150, 2017 | 63 | 2017 |
Genomic dissection of 43 serum urate-associated loci provides multiple insights into molecular mechanisms of urate control J Boocock, M Leask, Y Okada, ... Human molecular genetics 29 (6), 923-943, 2020 | 59 | 2020 |
Common Variants Coregulate Expression of GBA and Modifier Genes to Delay Parkinson's Disease Onset W Schierding, S Farrow, T Fadason, OEE Graham, TL Pitcher, S Qubisi, ... Movement Disorders 35 (8), 1346-1356, 2020 | 37 | 2020 |
Understanding the impact of SNPs associated with autism spectrum disorder on biological pathways in the human fetal and adult cortex E Golovina, T Fadason, TJ Lints, C Walker, MH Vickers, JM O’Sullivan Scientific Reports 11 (1), 15867, 2021 | 32 | 2021 |
Assigning function to SNPs: considerations when interpreting genetic variation T Fadason, S Farrow, S Gokuladhas, E Golovina, D Nyaga, JM O’Sullivan, ... Seminars in Cell & Developmental Biology 121, 135-142, 2022 | 31 | 2022 |
Unravelling the shared genetic mechanisms underlying 18 autoimmune diseases using a systems approach S Gokuladhas, W Schierding, E Golovina, T Fadason, J O’Sullivan Frontiers in immunology 12, 693142, 2021 | 29 | 2021 |
Establishing gene regulatory networks from Parkinson’s disease risk loci SL Farrow, W Schierding, S Gokuladhas, E Golovina, T Fadason, ... Brain 145 (7), 2422-2435, 2022 | 27 | 2022 |
Functional Urate-Associated Genetic Variants Influence Expression of lincRNAs LINC01229 and MAFTRR M Leask, A Dowdle, H Salvesen, R Topless, T Fadason, W Wei, ... Frontiers in genetics 9, 733, 2019 | 22 | 2019 |
A transcription regulatory network within the ACE2 locus may promote a pro-viral environment for SARS-CoV-2 by modulating expression of host factors T Fadason, S Gokuladhas, E Golovina, D Ho, S Farrow, D Nyaga, H Pan, ... bioRxiv, 2020.04. 14.042002, 2020 | 14 | 2020 |
Childhood asthma in New Zealand: The impact of on-going socioeconomic disadvantage (2010–2019) D Schlichting, T Fadason, CC Grant, J O'Sullivan NZ Med J 134 (1533), 80-95, 2021 | 13 | 2021 |
De novo discovery of traits co-occurring with chronic obstructive pulmonary disease E Golovina, T Fadason, RK Jaros, H Kumar, J John, K Burrowes, ... Life Science Alliance 6 (3), 2023 | 12 | 2023 |
A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction. Front Bioinform. 2022; 2: 927312 N Pudjihartono, T Fadason, AW Kempa-Liehr, JM O’Sullivan | 12 | 2022 |
Untangling the genetic link between type 1 and type 2 diabetes using functional genomics DM Nyaga, MH Vickers, C Jefferies, T Fadason, JM O’Sullivan Scientific Reports 11 (1), 13871, 2021 | 12 | 2021 |
A genome-wide association analysis of 2,622,830 individuals reveals new pathogenic pathways in gout TJ Major, R Takei, H Matsuo, MP Leask, RK Topless, Y Shirai, Z Li, A Ji, ... medRxiv, 2022.11. 26.22281768, 2022 | 11 | 2022 |
Reconstructing the blood metabolome and genotype using long-range chromatin interactions T Fadason, W Schierding, N Kolbenev, J Liu, JR Ingram, JM O’Sullivan Metabolism Open 6, 100035, 2020 | 10 | 2020 |
De novo identification of complex traits associated with asthma RE Zaied, T Fadason, JM O’Sullivan Frontiers in Immunology 14, 1231492, 2023 | 9 | 2023 |
Comorbidity genetic risk and pathways impact SARS-CoV-2 infection outcomes RK Jaros, T Fadason, D Cameron-Smith, E Golovina, JM O’Sullivan Scientific Reports 13 (1), 9879, 2023 | 9 | 2023 |
Juvenile idiopathic arthritis-associated genetic loci exhibit spatially constrained gene regulatory effects across multiple tissues and immune cell types N Pudjihartono, D Ho, E Golovina, T Fadason, AW Kempa-Liehr, ... Journal of Autoimmunity 138, 103046, 2023 | 6 | 2023 |