Analysis of significance patterns identifies ubiquitous and disease-specific gene-expression signatures in patient peripheral blood leukocytes.
The utilization of gene-expression microarrays in patient-based research creates new prospects for the discovery of diagnostic biomarkers and the identification of genes or pathways linked to pathogenesis. Gene-expression signatures in peripheral blood mononuclear cells isolated from over one hundred patients with conditions presenting a strong immunological component (patient with autoimmune, graft versus host and infectious diseases, as well as immunosuppressed transplant recipients) were generated. This dataset provides the opportunity to carry out comparative analyses and define disease signatures in a broader context. Transcriptional changes of 22,283 probe sets were evaluated through statistical group comparison performed systematically for seven diseases versus their respective healthy control group. Patterns of significance were generated by hierarchical clustering of P-values. This approach led to the identification of a SLE-specific "diagnostic signature," formed by genes that did not change compared to healthy subjects in the other six diseases. Conversely, a "sentinel signature" that was common to all seven diseases was characterized. These findings bring new perspectives for the application of blood leukocyte expression signatures for diagnosis and early disease detection.
Chaussabel
Damien
D
The Baylor NIAID Cooperative Center for Translational Research on Human Immunology and Biodefense and Baylor Institute for Immunology Research, 3434 Live Oak Street, Suite 205, Dallas, TX 75204, USA. damienc@baylorhealth.edu
Allman
Windy
W
Mejias
Asuncion
A
Chung
Wendy
W
Bennett
Lynda
L
Ramilo
Octavio
O
Pascual
Virginia
V
Palucka
A Karolina
AK
Banchereau
Jacques
J
D000328:Adult; D002648:Child; D004927:Escherichia coli Infections / Q000175:diagnosis / Q000235:genetics / Q000276:immunology; D020869:Gene Expression Profiling; D006801:Humans; D007251:Influenza, Human / Q000175:diagnosis / Q000235:genetics / Q000276:immunology; D007963:Leukocytes, Mononuclear / Q000276:immunology / Q000378:metabolism* / Q000473:pathology; D008180:Lupus Erythematosus, Systemic / Q000175:diagnosis / Q000235:genetics / Q000276:immunology; D015201:Meta-Analysis as Topic; D020411:Oligonucleotide Array Sequence Analysis; D011008:Pneumococcal Infections / Q000175:diagnosis / Q000235:genetics / Q000276:immunology; D013203:Staphylococcal Infections / Q000175:diagnosis / Q000235:genetics / Q000276:immunology