TY - JOUR
T1 - Serum-based miRNAs in the prediction and detection of recurrence in melanoma patients
AU - Fleming, Nathaniel H.
AU - Zhong, Judy
AU - Da Silva, Inês Pires
AU - De Miera, Eleazar Vega Saenz
AU - Brady, Bobbi
AU - Han, Sung Won
AU - Hanniford, Doug
AU - Wang, Jinhua
AU - Shapiro, Richard L.
AU - Hernando, Eva
AU - Osman, Iman
N1 - Publisher Copyright:
© 2014 American Cancer Society.
PY - 2015/1/1
Y1 - 2015/1/1
N2 - BACKGROUND: Identification of primary melanoma patients at the highest risk of recurrence remains a critical challenge, and monitoring for recurrent disease is limited to costly imaging studies. We recently reported our array-based discovery of prognostic serum miRNAs in melanoma. In the current study, we examined the clinical utility of these serum-based miRNAs for prognosis as well as detection of melanoma recurrence. METHODS: Serum levels of 12 miRNAs were tested using qRT-PCR at diagnosis in 283 melanoma patients (training cohort, n=201; independent validation, n=82; median follow-up, 68.8 months). A refined miRNA signature was chosen and evaluated. We also tested the potential clinical utility of the miRNAs in early detection and monitoring of recurrence using multiple longitudinal samples (pre- and postrecurrence) in a subset of 82 patients (n=225). In addition, we integrated our miRNA signature with publicly available Cancer Genome Atlas data to examine the relevance of these miRNAs to melanoma biology. RESULTS: Four miRNAs (miR-150, miR-30d, miR-15b, and miR-425) in combination with stage separated patients by recurrence-free survival (RFS) and overall survival (OS) and improved prediction of recurrence over stage alone in both the training and validation cohorts (training RFS and OS, P<.001; validation RFS, P<.001; OS, P=.005). Serum miR-15b levels significantly increased over time in recurrent patients (P<.001), adjusting for endogenous controls as well as age, sex, and initial stage. In nonrecurrent patients, miR-15b levels were not significantly changed with time (P =.17). CONCLUSIONS: Data demonstrate that serum miRNAs can improve melanoma patient stratification over stage and support further testing of miR-15b to guide patient surveillance.
AB - BACKGROUND: Identification of primary melanoma patients at the highest risk of recurrence remains a critical challenge, and monitoring for recurrent disease is limited to costly imaging studies. We recently reported our array-based discovery of prognostic serum miRNAs in melanoma. In the current study, we examined the clinical utility of these serum-based miRNAs for prognosis as well as detection of melanoma recurrence. METHODS: Serum levels of 12 miRNAs were tested using qRT-PCR at diagnosis in 283 melanoma patients (training cohort, n=201; independent validation, n=82; median follow-up, 68.8 months). A refined miRNA signature was chosen and evaluated. We also tested the potential clinical utility of the miRNAs in early detection and monitoring of recurrence using multiple longitudinal samples (pre- and postrecurrence) in a subset of 82 patients (n=225). In addition, we integrated our miRNA signature with publicly available Cancer Genome Atlas data to examine the relevance of these miRNAs to melanoma biology. RESULTS: Four miRNAs (miR-150, miR-30d, miR-15b, and miR-425) in combination with stage separated patients by recurrence-free survival (RFS) and overall survival (OS) and improved prediction of recurrence over stage alone in both the training and validation cohorts (training RFS and OS, P<.001; validation RFS, P<.001; OS, P=.005). Serum miR-15b levels significantly increased over time in recurrent patients (P<.001), adjusting for endogenous controls as well as age, sex, and initial stage. In nonrecurrent patients, miR-15b levels were not significantly changed with time (P =.17). CONCLUSIONS: Data demonstrate that serum miRNAs can improve melanoma patient stratification over stage and support further testing of miR-15b to guide patient surveillance.
KW - Biomarkers
KW - Melanoma
KW - MicroRNAs
KW - Recurrence
KW - Serum markers
UR - http://www.scopus.com/inward/record.url?scp=84918830062&partnerID=8YFLogxK
U2 - 10.1002/cncr.28981
DO - 10.1002/cncr.28981
M3 - Article
C2 - 25155861
AN - SCOPUS:84918830062
SN - 0008-543X
VL - 121
SP - 51
EP - 59
JO - Cancer
JF - Cancer
IS - 1
ER -