TY - JOUR
T1 - Integrated molecular analysis of undifferentiated uterine sarcomas reveals clinically relevant molecular subtypes
AU - Binzer-Panchal, Amrei
AU - Hardell, Elin
AU - Viklund, Björn
AU - Ghaderi, Mehran
AU - Bosse, Tjalling
AU - Nucci, Marisa R.
AU - Lee, Cheng Han
AU - Hollfelder, Nina
AU - Corcoran, Pádraic
AU - Gonzalez-Molina, Jordi
AU - Moyano-Galceran, Lidia
AU - Bell, Debra A.
AU - Schoolmeester, John K.
AU - Måsbäck, Anna
AU - Kristensen, Gunnar B.
AU - Davidson, Ben
AU - Lehti, Kaisa
AU - Isaksson, Anders
AU - Carlson, Joseph W.
N1 - Funding Information:
J.W. Carlson reports receiving commercial research grants from Thermo Fisher Scientific and reports receiving speakers bureau honoraria from Roche. No potential conflicts of interest were disclosed by the other authors.
Publisher Copyright:
© 2019 American Association for Cancer Research.
PY - 2019/4/1
Y1 - 2019/4/1
N2 - Purpose: Undifferentiated uterine sarcomas (UUS) are rare, extremely deadly, sarcomas with no effective treatment. The goal of this study was to identify novel intrinsic molecular UUS subtypes using integrated clinical, histopathologic, and molecular evaluation of a large, fully annotated, patient cohort. Experimental Design: Fifty cases of UUS with full clinicopathologic annotation were analyzed for gene expression (n ¼ 50), copy-number variation (CNV, n ¼ 40), cell morphometry (n ¼ 39), and protein expression (n ¼ 22). Gene ontology and network enrichment analysis were used to relate over- and underexpressed genes to pathways and further to clinicopathologic and phenotypic findings. Results: Gene expression identified four distinct groups of tumors, which varied in their clinicopathologic parameters. Gene ontology analysis revealed differential activation of pathways related to genital tract development, extracellular matrix (ECM), muscle function, and proliferation. A multi-variable, adjusted Cox proportional hazard model demonstrated that RNA group, mitotic index, and hormone receptor expression influence patient overall survival (OS). CNV arrays revealed characteristic chromosomal changes for each group. Morphometry demonstrated that the ECM group, the most aggressive, exhibited a decreased cell density and increased nuclear area. A cell density cutoff of 4,300 tumor cells per mm2 could separate ECM tumors from the remaining cases with a sensitivity of 83% and a specificity of 94%. IHC staining of MMP-14, Collagens 1 and 6, and Fibronectin proteins revealed differential expression of these ECM-related proteins, identifying potential new biomarkers for this aggressive sarcoma subgroup. Conclusions: Molecular evaluation of UUS provides novel insights into the biology, prognosis, phenotype, and possible treatment of these tumors.
AB - Purpose: Undifferentiated uterine sarcomas (UUS) are rare, extremely deadly, sarcomas with no effective treatment. The goal of this study was to identify novel intrinsic molecular UUS subtypes using integrated clinical, histopathologic, and molecular evaluation of a large, fully annotated, patient cohort. Experimental Design: Fifty cases of UUS with full clinicopathologic annotation were analyzed for gene expression (n ¼ 50), copy-number variation (CNV, n ¼ 40), cell morphometry (n ¼ 39), and protein expression (n ¼ 22). Gene ontology and network enrichment analysis were used to relate over- and underexpressed genes to pathways and further to clinicopathologic and phenotypic findings. Results: Gene expression identified four distinct groups of tumors, which varied in their clinicopathologic parameters. Gene ontology analysis revealed differential activation of pathways related to genital tract development, extracellular matrix (ECM), muscle function, and proliferation. A multi-variable, adjusted Cox proportional hazard model demonstrated that RNA group, mitotic index, and hormone receptor expression influence patient overall survival (OS). CNV arrays revealed characteristic chromosomal changes for each group. Morphometry demonstrated that the ECM group, the most aggressive, exhibited a decreased cell density and increased nuclear area. A cell density cutoff of 4,300 tumor cells per mm2 could separate ECM tumors from the remaining cases with a sensitivity of 83% and a specificity of 94%. IHC staining of MMP-14, Collagens 1 and 6, and Fibronectin proteins revealed differential expression of these ECM-related proteins, identifying potential new biomarkers for this aggressive sarcoma subgroup. Conclusions: Molecular evaluation of UUS provides novel insights into the biology, prognosis, phenotype, and possible treatment of these tumors.
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U2 - 10.1158/1078-0432.CCR-18-2792
DO - 10.1158/1078-0432.CCR-18-2792
M3 - Article
C2 - 30617134
AN - SCOPUS:85064171570
SN - 1078-0432
VL - 25
SP - 2155
EP - 2165
JO - Clinical Cancer Research
JF - Clinical Cancer Research
IS - 7
ER -