Molecular and clinical features of the TP53 signature gene expression profile in early-stage breast cancer

signature has a robust predictive performance for prognosis in early-stage breast cancer, but the experiment that reported this relied on public microarray data and fresh-frozen samples. Before signature can be used in a clinical setting, a simple and low-cost diagnostic system using formalin-fixed...

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Published inOncotarget Vol. 9; no. 18; pp. 14193 - 14206
Main Authors Yamaguchi, Shigeo, Takahashi, Shin, Mogushi, Kaoru, Izumi, Yuki, Nozaki, Yumi, Nomizu, Tadashi, Kakugawa, Yoichiro, Ishida, Takanori, Ohuchi, Noriaki, Ishioka, Chikashi, Kato, Shunsuke
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Published United States Impact Journals LLC 06.03.2018
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Abstract signature has a robust predictive performance for prognosis in early-stage breast cancer, but the experiment that reported this relied on public microarray data and fresh-frozen samples. Before signature can be used in a clinical setting, a simple and low-cost diagnostic system using formalin-fixed paraffin-embedded (FFPE) samples is needed. New treatments based on the biological characteristics of signature are expected to follow. signature was evaluated in 174 FFPE early breast cancer specimens using digital quantification via the nCounter technique (NanoString). Patients were classified as signature mutant type ( = 64) or wild type ( = 110). Predictive power of signature was compared with those of other gene expression signatures in 153 fresh-frozen samples of the same cohort by RNA-seq. The molecular features of signature were elucidated using TCGA omics data and RNA-seq data to explore new therapeutic strategies for patients with signature mutant type. signature was a strong predictor of prognosis and was also more accurate than other gene expression signatures and independent of other clinicopathological factors. TCGA data analysis showed that risk score of signature was an index of chromosomal and genomic instability and that signature mutant type was associated with higher PD-L1 expression, variation in copy numbers, and numbers of somatic mutations. TP53 signature as diagnosed using the nCounter system is not only a robust predictor of prognosis but also a potential predictor of responsiveness to immune checkpoint inhibitors.
AbstractList signature has a robust predictive performance for prognosis in early-stage breast cancer, but the experiment that reported this relied on public microarray data and fresh-frozen samples. Before signature can be used in a clinical setting, a simple and low-cost diagnostic system using formalin-fixed paraffin-embedded (FFPE) samples is needed. New treatments based on the biological characteristics of signature are expected to follow. signature was evaluated in 174 FFPE early breast cancer specimens using digital quantification via the nCounter technique (NanoString). Patients were classified as signature mutant type ( = 64) or wild type ( = 110). Predictive power of signature was compared with those of other gene expression signatures in 153 fresh-frozen samples of the same cohort by RNA-seq. The molecular features of signature were elucidated using TCGA omics data and RNA-seq data to explore new therapeutic strategies for patients with signature mutant type. signature was a strong predictor of prognosis and was also more accurate than other gene expression signatures and independent of other clinicopathological factors. TCGA data analysis showed that risk score of signature was an index of chromosomal and genomic instability and that signature mutant type was associated with higher PD-L1 expression, variation in copy numbers, and numbers of somatic mutations. TP53 signature as diagnosed using the nCounter system is not only a robust predictor of prognosis but also a potential predictor of responsiveness to immune checkpoint inhibitors.
PURPOSETP53 signature has a robust predictive performance for prognosis in early-stage breast cancer, but the experiment that reported this relied on public microarray data and fresh-frozen samples. Before TP53 signature can be used in a clinical setting, a simple and low-cost diagnostic system using formalin-fixed paraffin-embedded (FFPE) samples is needed. New treatments based on the biological characteristics of TP53 signature are expected to follow. EXPERIMENTAL DESIGNTP53 signature was evaluated in 174 FFPE early breast cancer specimens using digital quantification via the nCounter technique (NanoString). Patients were classified as TP53 signature mutant type (n = 64) or wild type (n = 110). Predictive power of TP53 signature was compared with those of other gene expression signatures in 153 fresh-frozen samples of the same cohort by RNA-seq. The molecular features of TP53 signature were elucidated using TCGA omics data and RNA-seq data to explore new therapeutic strategies for patients with TP53 signature mutant type. RESULTSTP53 signature was a strong predictor of prognosis and was also more accurate than other gene expression signatures and independent of other clinicopathological factors. TCGA data analysis showed that risk score of TP53 signature was an index of chromosomal and genomic instability and that TP53 signature mutant type was associated with higher PD-L1 expression, variation in copy numbers, and numbers of somatic mutations. CONCLUSIONSTP53 signature as diagnosed using the nCounter system is not only a robust predictor of prognosis but also a potential predictor of responsiveness to immune checkpoint inhibitors.
Author Izumi, Yuki
Mogushi, Kaoru
Nozaki, Yumi
Ishioka, Chikashi
Kato, Shunsuke
Kakugawa, Yoichiro
Ohuchi, Noriaki
Yamaguchi, Shigeo
Takahashi, Shin
Nomizu, Tadashi
Ishida, Takanori
AuthorAffiliation 4 Department of Surgery, Hoshi General Hospital, Fukushima 963-8501, Japan
3 Diagnostics and Therapeutics of Intractable Diseases, Intractable Disease Research Center, Juntendo University Graduated School, Tokyo 113-8421, Japan
2 Department of Clinical Oncology, Institute of Development, Aging and Cancer, Tohoku University, Sendai 980-8575, Japan
1 Department of Clinical Oncology, Juntendo University Graduated School, Tokyo 113-8421, Japan
5 Department of Breast Oncology, Miyagi Cancer Center Hospital, Natori 981-1293, Japan
6 Department of Breast and Endocrine Surgical Oncology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan
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Issue 18
Keywords breast cancer
prognostic biomarker
genomic instability
TP53
transcriptome
Language English
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Snippet signature has a robust predictive performance for prognosis in early-stage breast cancer, but the experiment that reported this relied on public microarray...
PURPOSETP53 signature has a robust predictive performance for prognosis in early-stage breast cancer, but the experiment that reported this relied on public...
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Title Molecular and clinical features of the TP53 signature gene expression profile in early-stage breast cancer
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