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Molecular Cancer Therapeutics
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Research Articles

Gene expression signatures and response to imatinib mesylate in gastrointestinal stromal tumor

Lori Rink, Yuliya Skorobogatko, Andrew V. Kossenkov, Martin G. Belinsky, Thomas Pajak, Michael C. Heinrich, Charles D. Blanke, Margaret von Mehren, Michael F. Ochs, Burton Eisenberg and Andrew K. Godwin
Lori Rink
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Yuliya Skorobogatko
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Andrew V. Kossenkov
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Martin G. Belinsky
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Thomas Pajak
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Michael C. Heinrich
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Charles D. Blanke
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Margaret von Mehren
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Michael F. Ochs
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Burton Eisenberg
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Andrew K. Godwin
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DOI: 10.1158/1535-7163.MCT-09-0193 Published August 2009
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    Figure 1.

    Radiation Therapy Oncology Group S0132 trial design and patient response to imatinib mesylate. A, patients with primary or recurrent operable GIST were screened for KIT (CD117) expression by IHC for eligibility. Before imatinib mesylate treatment, a CT was done, and biopsies were collected by core needle aspiration. Patients were then treated with an 8- to 12-wk regimen of imatinib mesylate, followed by cytoreductive surgery. A CT was also done once during treatment (~4–6 wk into imatinib mesylate treatment) and immediately before surgery. B. Top, percentage of tumor growth based on CT measurements taken from the longest cross-sectional diameter of the primary GIST or the index metastatic lesion(s) for each Radiation Therapy Oncology Group S0132 patient. Bottom, specific samples (pre, post, or both) used for microarray analysis classified as group A or B based on the percent of tumor shrinkage/growth visualized by CT. Mutational analysis of most patients was done and is denoted by color of column (yellow, KIT exon 11 mutants; red, wild-type GISTs; purple, KIT exon 9 mutants; blue, not enough DNA available for mutational analysis). Group A is defined as ≥25% tumor shrinkage after 8 to 12 wk of imatinib mesylate, and group B contains tumors showing <25% tumor reduction, no change, or evidence of tumor enlargement after 8 to 12 wk of imatinib mesylate.

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    Figure 2.

    Gene expression profiles associated with response to imatinib mesylate. A heat map showing the HSA19p12-13.1 KRAB-ZNF hierarchical cluster. In the image, blue is down-regulation, whereas red is up-regulation. Patients who initially responded rapidly to imatinib mesylate clearly show decreased KRAB-ZNF expression compared with the others.

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    Figure 3.

    KRAB-ZNF gene expression on chromosome 19p12-13.1 before and after imatinib mesylate therapy. A, analysis of pretreatment ratios of tumors showing >25% (group A) or <25 reduction (group B) using data from 28 patients for all genes in the 19p12-13.1 locus. All gene symbols and locations are shown stepwise. All genes in this locus (red box) showed higher mean ZNF expression levels in group B samples (i.e., lower group A/group B ratio), whereas adjoining genes showed roughly equal expression between the two groups. B, analysis of changes in expression of genes in this locus upon imatinib mesylate treatment in group B samples with >70% tumor cellularity. Red columns, means of pretreatment samples from group B; blue columns, means of posttreatment samples from group B.

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    Figure 4.

    Validation of ZNF gene expression by quantitative RT-PCR. Fold expression changes of three of the ZNFs within the predictive signature gene panel, that is, ZNF 43, ZNF 208, and ZNF 91, were measured using quantitative RT-PCR. The ratios of each gene to control (HPRT or actin) were measured using total RNAs from nine pretreatment samples (five in group A and four in group B) and universal human reference RNA. The relative median mRNA levels for ZNF 43, ZNF 208, and ZNF 91 in group A were 412-, 257-, and 77-fold higher as compared with controls, whereas the median levels in group B were 21-, 18-, and 11-fold normalized to controls, respectively. Two-sided Wilcoxon rank sum tests were used to compare the distribution of ZNF 43, ZNF 208, and ZNF 91 mRNA expression between the two groups, and Pearson's coefficients were used to measure the pairwise correlation of the ZNF gene expression. Tests were conducted using a 5% type I error. The predictive value of ZNF 43 and ZNF 208 were found to be statistically significant. *, P = 0.02. Results are of three independent experiments.

Tables

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  • Table 1.

    Characteristics of patients and tumors

    n (%)
    Median age (range), y58.5 (24 to 84)
    Sex
        Female24 (46)
        Male8 (54)
    Primary tumor30 (58)
    Metastatic/recurrent tumor22 (42)
    Site of primary tumor
        Stomach16 (53)
        Small bowel8 (27)
        Other6 (20)
    Site of metastatic tumor
        Abdomen/peritoneum15 (68)
        Liver only6 (27)
        Liver/peritoneum1 (5)
    Size of tumor, cm
        ≤1037 (71)
        >1015 (29)
    Mutation
        Exon 11 KIT32 (62)
        Exon 9 KIT1 (2)
        Exon 17 KIT0 (0)
        PDGFRa (exons 18 and 12)0 (0)
        Wild type6 (12)
        N/A*13 (25)
    • ↵*N/A, not applicable, not enough tissue for mutational analysis.

  • Table 2.

    Significance analysis of microarrays analysis of genes differentially expressed between rapid responders and stable disease

    AccessionGene symbolDescriptionCytobandSAM score
    NM_178549ZNF678ZNF protein 6781q42.134.10
    NM_212479ZMYND11ZNF, MYND domain containing 1110p15.34.11
    NM_007211RASSF8Ras association (RalGDS/AF-6) domain family 812p12.13.55
    A_24_P75888N/AN/A14q11.14.35
    AK126622WDR90WD repeat domain 9016p13.33.61
    A_24_P717262N/AN/A19p124.23
    ENST00000341262ZNF56ZNF protein 56 (fragment)19p123.97
    AK131420ZNF66ZNF protein 6619p124.06
    NM_003429ZNF85ZNF protein 8519p124.36
    NM_133473ZNF431ZNF protein 43119p123.90
    NM_001001415ZNF429ZNF protein 42919p124.29
    NM_003423ZNF43ZNF protein 4319p124.10
    NM_007153ZNF208ZNF protein 20819p123.69
    NM_001001411ZNF676ZNF protein 67619p124.08
    ENST00000357491LOC646825Discontinued, similar to ZNF protein 9119p124.14
    NM_001080409ZNF99ZNF protein 9919p123.84
    XR_017338LOC388523Similar to ZNF protein 20819p124.10
    NM_003430ZNF91ZNF protein 9119p123.95
    ENST00000334564ZNF528ZNF protein 52819q13.333.92
    NM_024733ZNF665ZNF protein 66519q13.413.74
    NM_001004301ZNF813ZNF protein 81319q13.413.86
    AK001808N/ACDNA FLJ10946 fis, clone PLACE10000052q24.34.21
    BE168511SF3B1Splicing factor 3b, subunit 1, 155kDa2q33.13.86
    NM_138402LOC93349Hypothetical protein BC0049212q37.14.42
    ENST00000305570LOC727867Similar to PRED6521q11.23.57
    ENST00000341087N/AN/A4p16.34.53
    NM_001074UGT2B7UDP glucuronosyltransferase 2 family, polypeptide B74q13.23.66
    NM_182524ZNF595ZNF protein 5954p16.33.71
    THC2708803N/AN/A4q22.33.85
    A_24_P492885N/AN/A7q11.214.39
    XM_001127354LOC728376Similar to hCG19968587p11.24.48
    AF277624ZNF479ZNF protein 4797p11.24.19
    NR_002723GABPAPGA binding protein TF, α subunit pseudogene7q11.214.14
    XM_001128828LOC728927Similar to hCG401107q11.214.05
    NM_178558ZNF680ZNF protein 6807q11.213.59
    NM_001518GTF2IGeneral TF II, i7q11.234.09
    NM_197977ZNF189ZNF protein 1899q31.13.64
    NM_032441ZMAT1ZNF, matrin type 1Xq22.13.74

    Abbreviations: SAM, Statistical Analysis of Microarrays; TF, transcription factor.

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Molecular Cancer Therapeutics: 8 (8)
August 2009
Volume 8, Issue 8
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Gene expression signatures and response to imatinib mesylate in gastrointestinal stromal tumor
Lori Rink, Yuliya Skorobogatko, Andrew V. Kossenkov, Martin G. Belinsky, Thomas Pajak, Michael C. Heinrich, Charles D. Blanke, Margaret von Mehren, Michael F. Ochs, Burton Eisenberg and Andrew K. Godwin
Mol Cancer Ther August 1 2009 (8) (8) 2172-2182; DOI: 10.1158/1535-7163.MCT-09-0193

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Gene expression signatures and response to imatinib mesylate in gastrointestinal stromal tumor
Lori Rink, Yuliya Skorobogatko, Andrew V. Kossenkov, Martin G. Belinsky, Thomas Pajak, Michael C. Heinrich, Charles D. Blanke, Margaret von Mehren, Michael F. Ochs, Burton Eisenberg and Andrew K. Godwin
Mol Cancer Ther August 1 2009 (8) (8) 2172-2182; DOI: 10.1158/1535-7163.MCT-09-0193
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