TY - JOUR
T1 - Molecular profiling reveals low- and high-grade forms of primary melanoma
AU - Harbst, Katja
AU - Staaf, Johan
AU - Lauss, Martin
AU - Karlsson, Anna
AU - Måsbäck, Anna
AU - Johansson, Iva
AU - Bendahl, Pär-Ola
AU - Vallon-Christersson, Johan
AU - Törngren, Therese
AU - Ekedahl, Henrik
AU - Geisler, Jurgen
AU - Höglund, Mattias
AU - Ringnér, Markus
AU - Lundgren, Lotta
AU - Jirström, Karin
AU - Olsson, Håkan
AU - Ingvar, Christian
AU - Borg, Åke
AU - Tsao, Hensin
AU - Jönsson, Göran B
N1 - The information about affiliations in this record was updated in December 2015.
The record was previously connected to the following departments: Surgery (Lund) (013009000), Pathology, (Lund) (013030000), Oncology, MV (013035000)
PY - 2012
Y1 - 2012
N2 - PURPOSE:
For primary melanomas, tumor thickness, mitotic rate and ulceration are well-laid cornerstones of prognostication. However, a molecular exposition of melanoma aggressiveness is critically missing. We recently uncovered a four-class structure in metastatic melanoma that predicts outcome and informs biology. This raises the possibility that a molecular structure exists even in the early stages of melanoma and that molecular determinants could underlie histophenotype and eventual patient outcome. Experimental design: We subjected 223 archival primary melanomas to a horizontally-integrated analysis of RNA expression, oncogenic mutations at 238 lesions, histomorphometry and survival data.
RESULTS:
Our previously described four-class structure that was elucidated in metastatic lesions was evident within the expression space of primary melanomas. Since these subclasses converged into two larger prognostic and phenotypic groups, we used the metastatic lesions to develop a binary subtype-based signature capable of distinguishing between "high" and "low" grade forms of the disease. The two-grade signature was subsequently applied to the primary melanomas. Compared to low-grade tumors, high-grade primary melanomas were significantly associated with increased tumor thickness, mitotic rate, ulceration (all P less than 0.01) and poorer relapse-free (HR=4.94; 95%CI 2.84-8.59) and overall (HR=3.66; 95%CI 2.40-5.58) survival. High-grade melanomas exhibited elevated levels of proliferation and BRCA1/DNA damage signaling genes while low-grade lesions harbored higher expression of immune genes. Importantly, the molecular grade signature was validated in two external gene expression datasets.
CONCLUSIONS:
We provide evidence for a molecular organization within melanomas that is preserved across all stages of disease.
AB - PURPOSE:
For primary melanomas, tumor thickness, mitotic rate and ulceration are well-laid cornerstones of prognostication. However, a molecular exposition of melanoma aggressiveness is critically missing. We recently uncovered a four-class structure in metastatic melanoma that predicts outcome and informs biology. This raises the possibility that a molecular structure exists even in the early stages of melanoma and that molecular determinants could underlie histophenotype and eventual patient outcome. Experimental design: We subjected 223 archival primary melanomas to a horizontally-integrated analysis of RNA expression, oncogenic mutations at 238 lesions, histomorphometry and survival data.
RESULTS:
Our previously described four-class structure that was elucidated in metastatic lesions was evident within the expression space of primary melanomas. Since these subclasses converged into two larger prognostic and phenotypic groups, we used the metastatic lesions to develop a binary subtype-based signature capable of distinguishing between "high" and "low" grade forms of the disease. The two-grade signature was subsequently applied to the primary melanomas. Compared to low-grade tumors, high-grade primary melanomas were significantly associated with increased tumor thickness, mitotic rate, ulceration (all P less than 0.01) and poorer relapse-free (HR=4.94; 95%CI 2.84-8.59) and overall (HR=3.66; 95%CI 2.40-5.58) survival. High-grade melanomas exhibited elevated levels of proliferation and BRCA1/DNA damage signaling genes while low-grade lesions harbored higher expression of immune genes. Importantly, the molecular grade signature was validated in two external gene expression datasets.
CONCLUSIONS:
We provide evidence for a molecular organization within melanomas that is preserved across all stages of disease.
U2 - 10.1158/1078-0432.CCR-12-0343
DO - 10.1158/1078-0432.CCR-12-0343
M3 - Article
C2 - 22675174
SN - 1078-0432
VL - 18
SP - 4026
EP - 4036
JO - Clinical Cancer Research
JF - Clinical Cancer Research
IS - 15
ER -