Concepedia

Gene expression before HAART initiation predicts HIV-infected individuals at risk of poor CD4+ T-cell recovery

Christopher H. Woelk, Nadejda Beliakova‐Bethell, Miguel Goicoechea, Yingdong Zhao, Pinyi Du, Steffney E. Rought, Jean Lozach, Josué Pérez‐Santiago, Douglas D. Richman, Davey M. Smith,

AIDS · 2009 · 22 citations · 22 references

Open access

Abstract

Gene expression in PBMCs can be used as biomarkers to successfully predict disease outcomes among HIV-infected individuals treated with HAART.

References

22

Least angle regression

Bradley Efron, Trevor Hastie, Iain M. Johnstone et al. · The Annals of Statistics · 2004 · 9.4K citations · Full text

Engineering, Machine Learning, Feature Selection +16

Adjusting batch effects in microarray expression data using empirical Bayes methods

W. Evan Johnson, Cheng Li, Ariel Rabinovic · Biostatistics · 2006 · 8.7K citations · Full text

Diagnosis of multiple cancer types by shrunken centroids of gene expression

Robert Tibshirani, Trevor Hastie, Balasubramanian Narasimhan et al. · Proceedings of the National Academy of Sciences · 2002 · 2.9K citations · Full text

Engineering, Pathology, Multiple Cancer Types +22

CD4+ Count–Guided Interruption of Antiretroviral Treatment

New England Journal of Medicine · 2006 · 2.2K citations · Full text

<i>lumi</i>: a pipeline for processing Illumina microarray

Pan Du, Warren A. Kibbe, Simon Lin · Bioinformatics · 2008 · 2K citations · Full text