Integrated analysis of DNA-methylation and gene expression using high-dimensional penalized regression: a cohort study on bone mineral density in postmenopausal women

Distinct DNA methylation profiles in bone and blood of osteoporotic and healthy postmenopausal women

(2017) Sjur Reppe et al.   Epigenetics

Differential analysis of genome-wide methylation and gene expression in mesenchymal stem cells of patients with fractures and osteoarthritis

(2016) Alvaro del Real et al.   Epigenetics

DNA methylation and healthy human aging

(2015) Meaghan J. Jones et al.   AGING CELL

Methylation of BoneSOST, Its mRNA, and Serum Sclerostin Levels Correlate Strongly With Fracture Risk in Postmenopausal Women

(2015) Sjur Reppe et al.   JOURNAL OF BONE AND MINERAL RESEARCH

Better prediction by use of co-data: adaptive group-regularized ridge regression

(2015) Mark A. van de Wiel et al.   STATISTICS IN MEDICINE

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays

(2014) Martin J. Aryee et al.   BIOINFORMATICS

Erg cooperates with TGF-β to control mesenchymal differentiation

(2014) Megan K. Cox et al.   EXPERIMENTAL CELL RESEARCH

Transforming RNA-Seq Data to Improve the Performance of Prognostic Gene Signatures

(2014) Isabella Zwiener et al.   PLoS One

T-cells and B-cells in osteoporosis

(2014) M. Neale Weitzmann   Current Opinion in Endocrinology Diabetes and Obesity

The relationship between DNA methylation, genetic and expression inter-individual variation in untransformed human fibroblasts

(2014) James R Wagner et al.   GENOME BIOLOGY

Structured variable selection with q-values

(2013) T. P. Garcia et al.   BIOSTATISTICS

Contribution of genetic and epigenetic mechanisms to Wnt pathway activity in prevalent skeletal disorders

(2013) Carmen García-Ibarbia et al.   GENE

The ghosts in the machine: DNA methylation and the mystery of differentiation

(2012) Victorino Briones et al.   Biochimica et Biophysica Acta-Gene Regulatory Mechanisms

A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data

(2012) Andrew E. Teschendorff et al.   BIOINFORMATICS

Destrin deletion enhances the bone loss in hindlimb suspended mice

(2012) Feng Shuang et al.   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

Weighted Lasso with Data Integration

(2011) Linn Cecilie Bergersen et al.   Statistical Applications in Genetics and Molecular Biology

Analysis of gene expression during mineralization of cultured human periodontal ligament cells

(2011) Hee-Dong Choi et al.   Journal of Periodontal and Implant Science

The prevalence of vertebral deformity in European men and women: The european vertebral osteoporosis study

(2010) T. W. O'Neill et al.   JOURNAL OF BONE AND MINERAL RESEARCH

The amazing osteocyte

(2010) Lynda F Bonewald   JOURNAL OF BONE AND MINERAL RESEARCH

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Conserved role of intragenic DNA methylation in regulating alternative promoters

(2010) Alika K. Maunakea et al.   NATURE

Eight genes are highly associated with BMD variation in postmenopausal Caucasian women

(2009) Sjur Reppe et al.   BONE

Genome-wide approaches to studying chromatin modifications

(2008) Dustin E. Schones et al.   NATURE REVIEWS GENETICS