From monocytes to M1/M2 macrophages: phenotypical vs. functional differentiation

P Italiani, D Boraschi - Frontiers in immunology, 2014 - frontiersin.org
Studies on monocyte and macrophage biology and differentiation have revealed the
pleiotropic activities of these cells. Macrophages are tissue sentinels that maintain tissue …

Mapping complex disease traits with global gene expression

W Cookson, L Liang, G Abecasis, M Moffatt… - Nature Reviews …, 2009 - nature.com
Variation in gene expression is an important mechanism underlying susceptibility to
complex disease. The simultaneous genome-wide assay of gene expression and genetic …

Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis

P Du, X Zhang, CC Huang, N Jafari, WA Kibbe… - BMC …, 2010 - Springer
Background High-throughput profiling of DNA methylation status of CpG islands is crucial to
understand the epigenetic regulation of genes. The microarray-based Infinium methylation …

A global view of gene activity and alternative splicing by deep sequencing of the human transcriptome

M Sultan, MH Schulz, H Richard, A Magen… - Science, 2008 - science.org
The functional complexity of the human transcriptome is not yet fully elucidated. We report a
high-throughput sequence of the human transcriptome from a human embryonic kidney and …

Small molecules enable highly efficient neuronal conversion of human fibroblasts

J Ladewig, J Mertens, J Kesavan, J Doerr, D Poppe… - Nature …, 2012 - nature.com
Forced expression of proneural transcription factors has been shown to direct neuronal
conversion of fibroblasts. Because neurons are postmitotic, conversion efficiencies are an …

Gene expression profiles of prostate cancer reveal involvement of multiple molecular pathways in the metastatic process

UR Chandran, C Ma, R Dhir, M Bisceglia… - BMC cancer, 2007 - Springer
Background Prostate cancer is characterized by heterogeneity in the clinical course that
often does not correlate with morphologic features of the tumor. Metastasis reflects the most …

Model-based variance-stabilizing transformation for Illumina microarray data

SM Lin, P Du, W Huber, WA Kibbe - Nucleic acids research, 2008 - academic.oup.com
Variance stabilization is a step in the preprocessing of microarray data that can greatly
benefit the performance of subsequent statistical modeling and inference. Due to the often …

Model population analysis for variable selection

HD Li, YZ Liang, QS Xu, DS Cao - Journal of Chemometrics, 2010 - Wiley Online Library
To build a credible model for given chemical or biological or clinical data, it may be helpful to
first get somewhat better insight into the data itself before modeling and then to present the …

Microarray experiments and factors which affect their reliability

R Jaksik, M Iwanaszko, J Rzeszowska-Wolny… - Biology direct, 2015 - Springer
Oligonucleotide microarrays belong to the basic tools of molecular biology and allow for
simultaneous assessment of the expression level of thousands of genes. Analysis of …

Predictability of human differential gene expression

M Crow, N Lim, S Ballouz… - Proceedings of the …, 2019 - National Acad Sciences
Differential expression (DE) is commonly used to explore molecular mechanisms of
biological conditions. While many studies report significant results between their groups of …