Pediatric malignant germ cell tumors show characteristic transcriptome profiles.
Malignant germ cell tumors (GCT) of childhood are rare and heterogeneous neoplasms thought to arise from primordial germ cells. They vary substantially in their natural history and show important clinical differences from their adult counterparts. To address the biological basis for these observations, we have undertaken a comprehensive analysis of global gene expression patterns in pediatric malignant GCTs and compared these findings with published data on adult testicular GCTs (TGCT). Our study included 27 primary tumors and assessed the principal malignant histologic types of pediatric GCT, yolk sac tumor (YST; n = 18), and seminoma (n = 9). Analysis of Affymetrix U133A GeneChip data was performed using the statistical software environment R, including gene set enrichment analysis, with cross-validation at the RNA and protein level. Unsupervised analysis showed complete separation of YSTs and seminomas by global gene expression profiles and identified a robust set of 657 discriminatory transcripts. There was no segregation of tumors of the same histology arising at different sites or at different ages within the pediatric range. In contrast, there was segregation of pediatric malignant GCTs and adult malignant TGCTs, most notably for the YSTs. The pediatric seminomas were significantly enriched for genes associated with the self-renewing pluripotent phenotype, whereas the pediatric YSTs were significantly enriched for genes associated with a differentiation and proliferation phenotype. We conclude that histologic type is the key discriminator in pediatric malignant GCTs and that the observed clinical differences between malignant GCTs of children and adults are mirrored by significant differences in global gene expression.
Palmer
Roger D
RD
MRC Cancer Cell Unit, Hutchison/MRC Research Center, Cambridge, United Kingdom. rdp@hutchison-mrc.cam.ac.uk
Barbosa-Morais
Nuno L
NL
Gooding
Emma L
EL
Muralidhar
Balaji
B
Thornton
Claire M
CM
Pett
Mark R
MR
Roberts
Ian
I
Schneider
Dominik T
DT
Thorne
Natalie
N
Tavaré
Simon
S
Nicholson
James C
JC
Coleman
Nicholas
N
D000293:Adolescent; D002648:Child; D002675:Child, Preschool; D002874:Chromosome Mapping; D018240:Endodermal Sinus Tumor / Q000235:genetics* / Q000473:pathology; D005260:Female; D020869:Gene Expression Profiling; D006801:Humans; D007223:Infant; D007231:Infant, Newborn; D008297:Male; D009373:Neoplasms, Germ Cell and Embryonal / Q000235:genetics* / Q000473:pathology; D020411:Oligonucleotide Array Sequence Analysis; D012333:RNA, Messenger / Q000235:genetics*; D020133:Reverse Transcriptase Polymerase Chain Reaction; D018239:Seminoma / Q000235:genetics* / Q000473:pathology
D012333:RNA, Messenger