Gene Expression Profiling in Cervical Cancer: An Exploration of Intratumor Heterogeneity
Purpose: To explore intratumor heterogeneity in gene expression profiles from patients with cervical cancer. Experimental Design: A total of 33 biopsies were obtained from 11 patients, sampling between two and five different areas for each tumor. The extracted RNA was hybridized onto the Affymetrix...
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Veröffentlicht in: | Clinical cancer research 2006-10, Vol.12 (19), p.5632-5640 |
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Zusammenfassung: | Purpose: To explore intratumor heterogeneity in gene expression profiles from patients with cervical cancer.
Experimental Design: A total of 33 biopsies were obtained from 11 patients, sampling between two and five different areas for each tumor. The
extracted RNA was hybridized onto the Affymetrix U133 Plus 2.0 oligonucleotide chip. The variance of expression within a patient
( W ), between patients ( B ) and the total variance ( T = W + B ) were calculated for each ProbeSet, and the ratio W/T was used as a measure of intratumor heterogeneity. Gene Ontology functional analysis was done to assess the function of genes
that had high W/T (top 10%) and low W/T (bottom 10%) values.
Results: In total, 448 ProbeSets (2.2% of the total) had W/T < 0.10, indicating low intratumor heterogeneity, and 537 ProbeSets (2.7% of the total) had W/T > 0.90, indicating high intratumor heterogeneity. In total 14,473 ProbeSets (72.4%) had higher intertumor than intratumor
heterogeneity ( W/T < 0.5). Genes with low intratumor heterogeneity were characterized by a statistically significant enrichment of immune-related
functions ( P < 0.0001). Genes with high intratumor heterogeneity were characterized by a significant tendency towards nuclear localization
and nucleic acid binding (both P < 0.0001). For genes with W/T > 0.5, more than six biopsies would be required to minimize the intratumoral heterogeneity to |
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ISSN: | 1078-0432 1557-3265 |
DOI: | 10.1158/1078-0432.CCR-06-0357 |