Home LiteratureArticle Details
PMID: 15388584 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.

Functional gene expression analysis of clonal plasma cells identifies a unique molecular profile for light chain amyloidosis.

Blood ·Vol. 105 ·No. 2 ·2005-01-15 ·Pages 794-803

Abraham RS, Ballman KV, Dispenzieri A, Grill DE, Manske MK, Price-Troska TL, Paz NG, Gertz MA, Fonseca R

Abstract

Immunoglobulin light chain amyloidosis (AL) is characterized by a clonal expansion of plasma cells within the bone marrow. Gene expression analysis was used to identify a unique molecular profile for AL using enriched plasma cells (CD138+) from the bone marrow of 24 patients with AL and 28 patients with multiple myeloma (MM) and 6 healthy controls. Class prediction analysis (PAM) revealed a subset of 12 genes, which included TNFRSF7 (CD27), SDF-1, and PSMA2, that distinguished between these 2 groups with an estimated and observed accuracy of classification of 92%. This model was validated with an independent dataset of 11 patients with AL and 12 patients with MM with 87% accuracy. Differential expression for the most discriminant genes in the 12-gene subset was validated using quantitative real-time polymerase chain reaction and protein expression analysis, which upheld the observations from the micro-array expression data. Functional analyses using a novel network mapping software revealed a number of potentially significant pathways that were dysregulated in patients with AL, with those regulating proliferation, apoptosis, cell signaling, chemotaxis, and migration being substantially represented. This study provides new insight into the molecular profile of clonal plasma cells and its functional relevance in the pathogenesis of light chain amyloidosis.

MeSH Terms
Aged Amyloidosis/diagnosis,genetics Chromosomes, Human, Pair 11 Chromosomes, Human, Pair 14 Clone Cells Cyclin D1/genetics Gene Expression/immunology Gene Expression Profiling/standards Humans Immunoglobulin Light Chains/genetics Middle Aged Multiple Myeloma/diagnosis,genetics Plasma Cells/physiology Polymerase Chain Reaction Predictive Value of Tests Reproducibility of Results Retinoblastoma Protein/genetics Translocation, Genetic
Chemicals
Immunoglobulin Light Chains Retinoblastoma Protein Cyclin D1
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Abraham Roshini S
Division of Hematology, Mayo Clinic College of Medicine, Rochester, MN 55905, USA. abraham.roshini@mayo.edu
Ballman Karla V
Dispenzieri Angela
Grill Diane E
Manske Michelle K
Price-Troska Tammy L
Paz Natalia Gonzalez
Gertz Morie A
Fonseca Rafael
Article Info
Journal
Blood
Abbr.
Blood
ISSN
0006-4971
Published
2005-01-15
Epub
2004-00-23
Pages
794-803
Language
English
Region
United States
NLM ID
7603509
Subset
IM
Grants
NCI NIH HHS · R01-CA83724 · United States
NCI NIH HHS · R21-CA91561 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com