TY - JOUR
T1 - Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
AU - Canto, Luisa Matos Do
AU - Barros-Filho, Mateus Camargo
AU - Rainho, Cláudia Aparecida
AU - Marinho, Diogo
AU - Kupper, Bruna Elisa Catin
AU - Begnami, Maria Dirlei Ferreira de Souza
AU - Scapulatempo-Neto, Cristovam
AU - Havelund, Birgitte Mayland
AU - Lindebjerg, Jan
AU - Marchi, Fabio Albuquerque
AU - Baumbach, Jan
AU - Aguiar, Samuel
AU - Rogatto, Silvia Regina
N1 - Publisher Copyright:
© 2020 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2020/11
Y1 - 2020/11
N2 - The treatment for locally advanced rectal carcinomas (LARC) is based on neoadjuvant chemoradiotherapy (nCRT) and surgery, which results in pathological complete response (pCR) in up to 30% of patients. Since epigenetic changes may influence response to therapy, we aimed to identify DNA methylation markers predictive of pCR in LARC patients treated with nCRT. We used high-throughput DNA methylation analysis of 32 treatment-naïve LARC biopsies and five normal rectal tissues to explore the predictive value of differentially methylated (DM) CpGs. External validation was carried out with The Cancer Genome Atlas-Rectal Adenocarcinoma (TCGA-READ 99 cases). A classifier based on three-CpGs DM (linked to OBSL1, GPR1, and INSIG1 genes) was able to discriminate pCR from incomplete responders with high sensitivity and specificity. The methylation levels of the selected CpGs confirmed the predictive value of our classifier in 77 LARCs evaluated by bisulfite pyrosequencing. Evaluation of external datasets (TCGA-READ, GSE81006, GSE75546, and GSE39958) reproduced our results. As the three CpGs were mapped near to regulatory elements, we performed an integrative analysis in regions associated with predicted cisregulatory elements. A positive and inverse correlation between DNA methylation and gene expression was found in two CpGs. We propose a novel predictive tool based on three CpGs potentially useful for pretreatment screening of LARC patients and guide the selection of treatment modality.
AB - The treatment for locally advanced rectal carcinomas (LARC) is based on neoadjuvant chemoradiotherapy (nCRT) and surgery, which results in pathological complete response (pCR) in up to 30% of patients. Since epigenetic changes may influence response to therapy, we aimed to identify DNA methylation markers predictive of pCR in LARC patients treated with nCRT. We used high-throughput DNA methylation analysis of 32 treatment-naïve LARC biopsies and five normal rectal tissues to explore the predictive value of differentially methylated (DM) CpGs. External validation was carried out with The Cancer Genome Atlas-Rectal Adenocarcinoma (TCGA-READ 99 cases). A classifier based on three-CpGs DM (linked to OBSL1, GPR1, and INSIG1 genes) was able to discriminate pCR from incomplete responders with high sensitivity and specificity. The methylation levels of the selected CpGs confirmed the predictive value of our classifier in 77 LARCs evaluated by bisulfite pyrosequencing. Evaluation of external datasets (TCGA-READ, GSE81006, GSE75546, and GSE39958) reproduced our results. As the three CpGs were mapped near to regulatory elements, we performed an integrative analysis in regions associated with predicted cisregulatory elements. A positive and inverse correlation between DNA methylation and gene expression was found in two CpGs. We propose a novel predictive tool based on three CpGs potentially useful for pretreatment screening of LARC patients and guide the selection of treatment modality.
KW - 5-fluorouracil
KW - High-throughput DNA methylation analysis
KW - Predictive biomarker
KW - Translational research
UR - http://www.scopus.com/inward/record.url?scp=85093914700&partnerID=8YFLogxK
U2 - 10.3390/cancers12113079
DO - 10.3390/cancers12113079
M3 - Article
AN - SCOPUS:85093914700
SN - 2072-6694
VL - 12
SP - 1
EP - 19
JO - Cancers
JF - Cancers
IS - 11
M1 - 3079
ER -