Transcriptome prediction performance across machine learning models and diverse ancestries PC Okoro, R Schubert, X Guo, WC Johnson, JI Rotter, I Hoeschele, Y Liu, ... Human Genetics and Genomics Advances, 100019, 2021 | 22 | 2021 |
A Two-Cohort Study on the Association between the Gut Microbiota and Bone Density, Microarchitecture, and Strength PC Okoro, ES Orwoll, C Huttenhower, X Morgan, T Kuntz, LJ Mciver, ... Frontiers in Endocrinology 14, 1237727, 2023 | 2 | 2023 |
Assessing the effect of epigenetic age acceleration on osteoarthritis in the multicenter osteoarthritis study MS Yau, PC Okoro, IK Haugen, JA Lynch, MD Nevitt, CE Lewis, JC Torner, ... Osteoarthritis and Cartilage 30, S368, 2022 | 1 | 2022 |
Examination of OA phenotyping using polygenic risk scores in the Multicenter Osteoarthritis Study MS Yau, T Neogi, PC Okoro, IK Haugen, JA Lynch, FW Roemer, ... Osteoarthritis and Cartilage 32, S228-S229, 2024 | | 2024 |
Assessing the association of epigenetic age acceleration with osteoarthritis in the Multicenter Osteoarthritis Study (MOST) MS Yau, PC Okoro, IK Haugen, JA Lynch, MC Nevitt, CE Lewis, JC Torner, ... Osteoarthritis and cartilage, 2024 | | 2024 |
Metabolomics signatures associated with fracture prediction S Jeong, P Okoro, S Berry, DP Kiel, YH Hsu The American Society for Bone Mineral Research Annual Meeting, Vancouver, BC …, 2023 | | 2023 |
Epigenome-wide analysis of osteoarthritis in the Multicenter Osteoarthritis Study MS Yau, PC Okoro, IK Haugen, JA Lynch, M Nevitt, CE Lewis, J Torner, ... Cohort for Hearts and Aging Research in Genomic Epidemiology, Boston …, 2023 | | 2023 |
Methylation-based elastic-net penalized classification of osteoarthritis in the Multicenter Osteoarthritis Study PC Okoro, IK Haugen, JA Lynch, M Nevitt, CE Lewis, J Torner, DT Felson, ... Cohort for Hearts and Aging Research in Genomic Epidemiology, Boston …, 2023 | | 2023 |
Glucose metabolism in Alzheimer’s disease and related dementia: Transcriptome-Wide Association Study S Jeong, PC Okoro, MJ Tsai, A Pascual-Leone, YH Hsu Cohort for Hearts and Aging Research in Genomic Epidemiology, Boston …, 2023 | | 2023 |
Epigenome-Wide Analysis Of Osteoarthritis In The Multicenter Osteoarthritis Studyepigenome-Wide Analysis Of Osteoarthritis In The Multicenter Osteoarthritis Study MS Yau, PC Okoro, IK Haugen, JA Lynch, MC Nevitt, CE Lewis, J Torner, ... Osteoarthritis and Cartilage 31, S362-S363, 2023 | | 2023 |
Elastic-Net Penalized Methylation-Based Classification Of Osteoarthritis In The Multicenter Osteoarthritis Study PC Okoro, IK Haugen, JA Lynch, MC Nevitt, CE Lewis, J Torner, ... Osteoarthritis and Cartilage 31, S115-S116, 2023 | | 2023 |
Epigenome-wide analysis of osteoarthritis in the Multicenter Osteoarthritis Study MS Yau, PC Okoro, I Haugen, JA Lynch, M Nevitt, CE Lewis, J Torner, ... American College of Rheumatology (ACR) Convergence, Philadelphia, Pennsylvania, 2022 | | 2022 |
EFEMP1 regulates bone structure and effects fracture risk: A discovery from HRPQCT bone microarchitecture GWAS screening confirmed by CRISPR knockout zebrafish and mice: The … YH Hsu, R Kwon, F Kinyua, A Wong, J Rai, J Hulleman, C Watson, ... American Society of Human Genetics (ASHG) 72nd Annual Meeting, Los Angeles …, 2022 | | 2022 |
Methylation-based machine learning classification of osteoarthritis in the Multicenter Osteoarthritis Study P Okoro, I Haugen, JA Lynch, M Nevitt, CE Lewis, J Torner, DT Felson, ... American Society of Human Genetics (ASHG) 72nd Annual Meeting, Los Angeles …, 2022 | | 2022 |
Metagenomic Shotgun Sequencing of the Gut Microbiome in Two Cohort Studies and Associations with Skeletal Phenotypes and Cytokine Concentrations D Kiel, XM Morgan, C Huttenhower, E Orwoll, P Okoro, S Sahni, ... The American Society for Bone Mineral Research Annual Meeting, Austin, Texas, 2022 | | 2022 |
Gut Microbiota are Associated with Skeletal Measures of Bone Density and Size PC Okoro, E Orwoll, C Huttenhower, VS Ramachandran, D Alyssa, ... Cohort for Hearts and Aging Research in Genomic Epidemiology, Philadelphia …, 2022 | | 2022 |
Gut Microbiome Affects Human Bone Mass, Microarchitecture, and Strength: The Framingham Study P Okoro, E Orwoll, M Bouxsein, S Sahni, DP Kiel 71st Annual Meeting of the American Society of Human Genetics 71, 964, 2021 | | 2021 |
Elastic net outperforms other machine learning models in gene expression prediction across global ancestries PC Okoro, R Schubert, X Guo, CW Johnson, JI Rotter, I Hoeschele, Y Liu, ... Intelligent Systems for Molecular Biology Conference and European Conference …, 2021 | | 2021 |
Optimizing Gene Expression Prediction and Omics Integration in Populations of African Ancestry PC Okoro Loyola University Chicago, 2020 | | 2020 |
Machine learning performance for gene expression prediction across global populations P Okoro, R Schubert, A Luke, LR Dugas, HE Wheeler International Society for Computational Biology and the African Society for …, 2019 | | 2019 |