NIH, National Cancer Institute, Division of Cancer Treatment and Diagnosis (DCTD) NIH - National Institutes of Health National Cancer Institute DCTD - Division of Cancer Treatment and Diagnosis

3'-end sequencing for expression quantification (3SEQ) from archival tumor samples.

Author(s): Beck AH, Weng Z, Witten DM, Zhu S, Foley JW, Lacroute P, Smith CL, Tibshirani R, van de Rijn M, Sidow A, West RB

Publication: PLoS One, 2010, Vol. 5, Page e8768

PubMed ID: 20098735 PubMed Review Paper? No

Purpose of Paper

The purpose of this paper was to compare gene expression analysis of formalin-fixed paraffin-embedded (FFPE) and frozen tumors by 3' end next generation sequencing (3SEQ) with microarray analysis.

Conclusion of Paper

A higher degree of correlation of gene expression and statistical analysis between frozen and FFPE tissue was obtained using 3SEQ than microarray, regardless of storage duration. When a false discovery rate (FDR) of less than 0.01 was applied, a similar number of genes were found to be differentially expressed between tumor types in frozen and FFPE tissues by 3SEQ, but less than 2% of these genes were identified to be differentially expressed between tumor types in FFPE tissue as well as frozen tissues by microarray. 3SEQ was able to identify biological pathways that were differentially regulated between tumor types using either FFPE or frozen specimens.

Studies

  1. Study Purpose

    The purpose of this study was to determine the effects of formalin fixation on gene expression analysis in solitary fibrous tumors (SFT) and desmoid type fibromatosis (DTF) by 3SEQ and microarray.

    Summary of Findings:

    A total of approximately 27,000 genes were identified in at least 1 3SEQ read (frozen and FFPE tissues combined) and approximately 18,000 genes had more than 25 reads. By comparison approximately 24,000 genes were quantified by microarray, of which approximately 12,000 were also read by 3SEQ. Gene expression between FFPE and frozen specimens had a mean correlation of 0.76 by 3SEQ, but by microarray, the mean correlation was 0.46 (p=0.0008). The authors report no effect of storage duration on the correlation of frozen and FFPE tissues by 3SEQ or microarray. The differential expression test statistical comparisons of DTF and SFT showed a correlation of 0.82 between frozen and FFPE tissues by 3SEQ, but the correlation was 0.54 using microarray. When a cutoff FDR of less than 0.01 was applied, 9,645 and 8,137 genes were identified as differentially expressed between tumor types by 3SEQ in frozen and FFPE specimens, respectively. Importantly, 82% of genes found to be differentially expressed in frozen tumors were also found in FFPE tissues by 3SEQ. In contrast, when a FDR of less than 0.01 was applied to microarray data, 4,574 and 64 genes were identified from frozen and FFPE specimens, respectively. Further analysis showed that 3SEQ was able to identify biological pathways differentially regulated between DTF and SFT tumors using FFPE or frozen tissues.

    Biospecimens
    Preservative Types
    • Formalin
    • Frozen
    Diagnoses:
    • Neoplastic - Benign
    • Neoplastic
    Platform:
    AnalyteTechnology Platform
    RNA DNA sequencing
    RNA DNA microarray
    Pre-analytical Factors:
    ClassificationPre-analytical FactorValue(s)
    Biospecimen Preservation Type of fixation/preservation Formalin (buffered)
    Frozen
    DNA microarray Specific Technology platform Microarray
    3' end next generation sequencing
    Preaquisition Diagnosis/ patient condition Solitary fibrous tumor
    Desmoid type fibromatosis
    Storage Storage duration 1-8 y
    0-15 y
    Storage Storage temperature Room temperature
    -80 degrees C

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