
Tonje Gulbrandsen Lien
- Senior scientist; PhD
- +47 22 78 14 74
Publications 2022
Comparative analysis of the molecular subtype landscape in canine and human mammary gland tumors
J Mammary Gland Biol Neoplasia, 27 (2), 171-183
DOI 10.1007/s10911-022-09523-9, PubMed 35932380
RNA sequencing-based single sample predictors of molecular subtype and risk of recurrence for clinical assessment of early-stage breast cancer
NPJ Breast Cancer, 8 (1), 94
DOI 10.1038/s41523-022-00465-3, PubMed 35974007
Publications 2021
Sample Preparation Approach Influences PAM50 Risk of Recurrence Score in Early Breast Cancer
Cancers (Basel), 13 (23)
DOI 10.3390/cancers13236118, PubMed 34885228
Tailored graphical lasso for data integration in gene network reconstruction
BMC Bioinformatics, 22 (1), 498
DOI 10.1186/s12859-021-04413-z, PubMed 34654363
Multi-Omics Marker Analysis Enables Early Prediction of Breast Tumor Progression
Front Genet, 12, 670749
DOI 10.3389/fgene.2021.670749, PubMed 34149812
Publications 2020
Contrasting DCIS and invasive breast cancer by subtype suggests basal-like DCIS as distinct lesions
NPJ Breast Cancer, 6, 26
DOI 10.1038/s41523-020-0167-x, PubMed 32577501
Immune phenotype of tumor microenvironment predicts response to bevacizumab in neoadjuvant treatment of ER-positive breast cancer
Int J Cancer, 147 (9), 2515-2525
DOI 10.1002/ijc.33108, PubMed 32488909
Publications 2019
A Longitudinal Study of the Association between Mammographic Density and Gene Expression in Normal Breast Tissue
J Mammary Gland Biol Neoplasia, 24 (2), 163-175
DOI 10.1007/s10911-018-09423-x, PubMed 30613869
A Bayesian two-way latent structure model for genomic data integration reveals few pan-genomic cluster subtypes in a breast cancer cohort
Bioinformatics, 35 (23), 4886-4897
DOI 10.1093/bioinformatics/btz381, PubMed 31077301
An independent poor-prognosis subtype of breast cancer defined by a distinct tumor immune microenvironment
Nat Commun, 10 (1), 5499
DOI 10.1038/s41467-019-13329-5, PubMed 31796750
Publications 2018
Integrated analysis of DNA-methylation and gene expression using high-dimensional penalized regression: a cohort study on bone mineral density in postmenopausal women
BMC Med Genomics, 11 (1), 24
DOI 10.1186/s12920-018-0341-2, PubMed 29514638
Publications 2017
Prognostic value of PAM50 and risk of recurrence score in patients with early-stage breast cancer with long-term follow-up
Breast Cancer Res, 19 (1), 120
DOI 10.1186/s13058-017-0911-9, PubMed 29137653
Distinct DNA methylation profiles in bone and blood of osteoporotic and healthy postmenopausal women
Epigenetics, 12 (8), 674-687
DOI 10.1080/15592294.2017.1345832, PubMed 28650214
Publications 2016
Hi-C-constrained physical models of human chromosomes recover functionally-related properties of genome organization
Sci Rep, 6, 35985
DOI 10.1038/srep35985, PubMed 27786255
Publications 2015
Better prediction by use of co-data: adaptive group-regularized ridge regression
Stat Med, 35 (3), 368-81
DOI 10.1002/sim.6732, PubMed 26365903
Publications 2014
HiBrowse: multi-purpose statistical analysis of genome-wide chromatin 3D organization
Bioinformatics, 30 (11), 1620-2
DOI 10.1093/bioinformatics/btu082, PubMed 24511080
Publications 2013
Handling realistic assumptions in hypothesis testing of 3D co-localization of genomic elements
Nucleic Acids Res, 41 (10), 5164-74
DOI 10.1093/nar/gkt227, PubMed 23571755
The Genomic HyperBrowser: an analysis web server for genome-scale data
Nucleic Acids Res, 41 (Web Server issue), W133-41
DOI 10.1093/nar/gkt342, PubMed 23632163