Publications 2022

Bergholtz H, Lien T, Lingaas F, Sørlie T (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

Staaf J, Häkkinen J, Hegardt C, Saal LH, Kimbung S, Hedenfalk I, Lien T, Sørlie T, Naume B, Russnes H, Marcone R, Ayyanan A, Brisken C, Malterling RR, Asking B, Olofsson H, Lindman H, Bendahl PO, Ehinger A, Larsson C, Loman N, Rydén L, Malmberg M, Borg Å, Vallon-Christersson J (2022)
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

Lien TG, Ohnstad HO, Lingjærde OC, Vallon-Christersson J, Aaserud M, Sveli MAT, Borg Å, Osbreac OBO, Garred Ø, Borgen E, Naume B, Russnes H, Sørlie T (2021)
Sample Preparation Approach Influences PAM50 Risk of Recurrence Score in Early Breast Cancer
Cancers (Basel), 13 (23)
DOI 10.3390/cancers13236118, PubMed 34885228

Lingjærde C, Lien TG, Borgan Ø, Bergholtz H, Glad IK (2021)
Tailored graphical lasso for data integration in gene network reconstruction
BMC Bioinformatics, 22 (1), 498
DOI 10.1186/s12859-021-04413-z, PubMed 34654363

Xu H, Lien T, Bergholtz H, Fleischer T, Djerroudi L, Vincent-Salomon A, Sørlie T, Aittokallio T (2021)
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

Bergholtz H, Lien TG, Swanson DM, Frigessi A, Oslo Breast Cancer Research Consortium (OSBREAC), Daidone MG, Tost J, Wärnberg F, Sørlie T (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

von der Lippe Gythfeldt H, Lien T, Tekpli X, Silwal-Pandit L, Borgen E, Garred Ø, Skjerven H, Schlichting E, Lundgren S, Wist E, Naume B, Kristensen V, Børresen-Dale AL, Lingjaerde OC, Engebraaten O (2020)
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

Bergholtz H, Lien TG, Ursin G, Holmen MM, Helland Å, Sørlie T, Haakensen VD (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

Swanson DM, Lien T, Bergholtz H, Sørlie T, Frigessi A (2019)
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

Tekpli X, Lien T, Røssevold AH, Nebdal D, Borgen E, Ohnstad HO, Kyte JA, Vallon-Christersson J, Fongaard M, Due EU, Svartdal LG, Sveli MAT, Garred Ø, OSBREAC, Frigessi A, Sahlberg KK, Sørlie T, Russnes HG, Naume B, Kristensen VN (2019)
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

Lien TG, Borgan Ø, Reppe S, Gautvik K, Glad IK (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

Ohnstad HO, Borgen E, Falk RS, Lien TG, Aaserud M, Sveli MAT, Kyte JA, Kristensen VN, Geitvik GA, Schlichting E, Wist EA, Sørlie T, Russnes HG, Naume B (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

Reppe S, Lien TG, Hsu YH, Gautvik VT, Olstad OK, Yu R, Bakke HG, Lyle R, Kringen MK, Glad IK, Gautvik KM (2017)
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

Di Stefano M, Paulsen J, Lien TG, Hovig E, Micheletti C (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

van de Wiel MA, Lien TG, Verlaat W, van Wieringen WN, Wilting SM (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

Paulsen J, Sandve GK, Gundersen S, Lien TG, Trengereid K, Hovig E (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

Paulsen J, Lien TG, Sandve GK, Holden L, Borgan O, Glad IK, Hovig E (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

Sandve GK, Gundersen S, Johansen M, Glad IK, Gunathasan K, Holden L, Holden M, Liestøl K, Nygård S, Nygaard V, Paulsen J, Rydbeck H, Trengereid K, Clancy T, Drabløs F, Ferkingstad E, Kalas M, Lien T, Rye MB, Frigessi A, Hovig E (2013)
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