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Programmed death‐ligand 1 gene expression is a prognostic marker in early breast cancer and provides additional prognostic value to 21‐gene and 70‐gene signatures in estrogen receptor‐positive disease

Gene and protein expression of programmed death‐ligand 1 (PD‐L1) are prognostic in early breast cancer (BC), but their prognostic information is inconsistent at least in some biological subgroups. The validated prognostic gene signatures (GS) in BC are mainly based on proliferation and estrogen rece...

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Published in:Molecular oncology 2020-05, Vol.14 (5), p.951-963
Main Authors: Zerdes, Ioannis, Sifakis, Emmanouil G., Matikas, Alexios, Chrétien, Sebastian, Tobin, Nicholas P., Hartman, Johan, Rassidakis, George Z., Bergh, Jonas, Foukakis, Theodoros
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cited_by cdi_FETCH-LOGICAL-c6224-13f25a4040c8d639a8d0fe2f0946ee0c2c157958d6ba9c9305893feaf3c1c6903
cites cdi_FETCH-LOGICAL-c6224-13f25a4040c8d639a8d0fe2f0946ee0c2c157958d6ba9c9305893feaf3c1c6903
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container_title Molecular oncology
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creator Zerdes, Ioannis
Sifakis, Emmanouil G.
Matikas, Alexios
Chrétien, Sebastian
Tobin, Nicholas P.
Hartman, Johan
Rassidakis, George Z.
Bergh, Jonas
Foukakis, Theodoros
description Gene and protein expression of programmed death‐ligand 1 (PD‐L1) are prognostic in early breast cancer (BC), but their prognostic information is inconsistent at least in some biological subgroups. The validated prognostic gene signatures (GS) in BC are mainly based on proliferation and estrogen receptor (ER)‐related genes. Here, we aimed to explore the prognostic capacity of PD‐L1 expression at the protein vs mRNA levels and to investigate the prognostic information that PD‐L1 can potentially add to routinely used GS. Gene expression data were derived from two early BC cohorts (cohort 1: 562 patients; cohort 2: 1081 patients). Tissue microarrays from cohort 1 were immunohistochemically (IHC) stained for PD‐L1 using the SP263 clone. GS scores (21‐gene, 70‐gene) were calculated, and likelihood‐ratio (LR) tests and concordance indices were used to evaluate the additional prognostic information for each signature. The immune cell composition was also evaluated using the CIBERSORT in silico tool. PD‐L1 gene and protein expressions were independently associated with better prognosis. In ER+/HER2− patients, PD‐L1 gene expression provided significant additional prognostic information beyond that of both 21‐GS [LR‐Δχ2 = 15.289 and LR‐Δχ2 = 8.812, P 
doi_str_mv 10.1002/1878-0261.12654
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The validated prognostic gene signatures (GS) in BC are mainly based on proliferation and estrogen receptor (ER)‐related genes. Here, we aimed to explore the prognostic capacity of PD‐L1 expression at the protein vs mRNA levels and to investigate the prognostic information that PD‐L1 can potentially add to routinely used GS. Gene expression data were derived from two early BC cohorts (cohort 1: 562 patients; cohort 2: 1081 patients). Tissue microarrays from cohort 1 were immunohistochemically (IHC) stained for PD‐L1 using the SP263 clone. GS scores (21‐gene, 70‐gene) were calculated, and likelihood‐ratio (LR) tests and concordance indices were used to evaluate the additional prognostic information for each signature. The immune cell composition was also evaluated using the CIBERSORT in silico tool. PD‐L1 gene and protein expressions were independently associated with better prognosis. In ER+/HER2− patients, PD‐L1 gene expression provided significant additional prognostic information beyond that of both 21‐GS [LR‐Δχ2 = 15.289 and LR‐Δχ2 = 8.812, P < 0.01 for distant metastasis‐free interval (DMFI) in cohorts 1 and 2, respectively] and 70‐GS score alone (LR‐Δχ2 = 18.198 and LR‐Δχ2 = 8.467, P < 0.01 for DMFI in cohorts 1 and 2, respectively). PD‐L1 expression was correlated with IHC‐determined CD3+ cells (r = 0.41, P < 0.001) and with CD8+ (r = 0.62, P < 0.001) and CD4+ memory activated (r = 0.66, P < 0.001) but not with memory resting (r = −0.063, P = 0.14) or regulatory (r = −0.12, P < 0.01) T cells in silico. PD‐L1 gene expression represents a promising favorable prognostic marker and can provide additional prognostic value to 21‐ and 70‐gene scores in ER+/HER2− BC. Programmed death‐ligand 1 (PD‐L1) immunohistochemical and gene expressions represent favorable prognostic factors in early breast cancer patients and were also associated with high immune infiltration. Furthermore, PD‐L1 gene expression provided significant additional prognostic information beyond that of both 21‐gene and 70‐gene signature scores alone in ER+/HER2− disease.]]></description><identifier>ISSN: 1574-7891</identifier><identifier>ISSN: 1878-0261</identifier><identifier>EISSN: 1878-0261</identifier><identifier>DOI: 10.1002/1878-0261.12654</identifier><identifier>PMID: 32115850</identifier><language>eng</language><publisher>United States: John Wiley &amp; Sons, Inc</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Apoptosis ; Biomarkers ; Biomarkers, Tumor - metabolism ; Blood Cells - cytology ; Blood Cells - metabolism ; Breast cancer ; Breast Neoplasms - genetics ; Breast Neoplasms - metabolism ; Breast Neoplasms - pathology ; Cancer therapies ; CD3 antigen ; CD3 Complex - metabolism ; CD4 antigen ; CD4 Antigens - metabolism ; CD4-Positive T-Lymphocytes - cytology ; CD4-Positive T-Lymphocytes - metabolism ; CD8 antigen ; CD8 Antigens - metabolism ; CD8-Positive T-Lymphocytes - cytology ; CD8-Positive T-Lymphocytes - metabolism ; Cloning ; Cohort Studies ; Databases, Genetic ; DNA microarrays ; Epidermal growth factor ; ErbB-2 protein ; Estrogen receptors ; Female ; Gene expression ; Gene Expression Regulation, Neoplastic - genetics ; gene signatures ; Genomes ; Humans ; Hybridization ; Immunohistochemistry ; L1 gene ; Ligands ; Lymphocytes ; Lymphocytes T ; Medicin och hälsovetenskap ; Metastases ; Metastasis ; Middle Aged ; Patients ; PD-L1 protein ; PD‐L1 ; Prognosis ; Programmed Cell Death 1 Receptor - genetics ; Programmed Cell Death 1 Receptor - metabolism ; Proportional Hazards Models ; Protein expression ; Proteins ; Receptor, ErbB-2 - genetics ; Receptor, ErbB-2 - metabolism ; Receptors, Estrogen - genetics ; Receptors, Estrogen - metabolism ; RNA-Seq ; Tissue Array Analysis ; Tumors ; Young Adult</subject><ispartof>Molecular oncology, 2020-05, Vol.14 (5), p.951-963</ispartof><rights>2020 The Authors. 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The validated prognostic gene signatures (GS) in BC are mainly based on proliferation and estrogen receptor (ER)‐related genes. Here, we aimed to explore the prognostic capacity of PD‐L1 expression at the protein vs mRNA levels and to investigate the prognostic information that PD‐L1 can potentially add to routinely used GS. Gene expression data were derived from two early BC cohorts (cohort 1: 562 patients; cohort 2: 1081 patients). Tissue microarrays from cohort 1 were immunohistochemically (IHC) stained for PD‐L1 using the SP263 clone. GS scores (21‐gene, 70‐gene) were calculated, and likelihood‐ratio (LR) tests and concordance indices were used to evaluate the additional prognostic information for each signature. The immune cell composition was also evaluated using the CIBERSORT in silico tool. PD‐L1 gene and protein expressions were independently associated with better prognosis. In ER+/HER2− patients, PD‐L1 gene expression provided significant additional prognostic information beyond that of both 21‐GS [LR‐Δχ2 = 15.289 and LR‐Δχ2 = 8.812, P < 0.01 for distant metastasis‐free interval (DMFI) in cohorts 1 and 2, respectively] and 70‐GS score alone (LR‐Δχ2 = 18.198 and LR‐Δχ2 = 8.467, P < 0.01 for DMFI in cohorts 1 and 2, respectively). PD‐L1 expression was correlated with IHC‐determined CD3+ cells (r = 0.41, P < 0.001) and with CD8+ (r = 0.62, P < 0.001) and CD4+ memory activated (r = 0.66, P < 0.001) but not with memory resting (r = −0.063, P = 0.14) or regulatory (r = −0.12, P < 0.01) T cells in silico. PD‐L1 gene expression represents a promising favorable prognostic marker and can provide additional prognostic value to 21‐ and 70‐gene scores in ER+/HER2− BC. Programmed death‐ligand 1 (PD‐L1) immunohistochemical and gene expressions represent favorable prognostic factors in early breast cancer patients and were also associated with high immune infiltration. Furthermore, PD‐L1 gene expression provided significant additional prognostic information beyond that of both 21‐gene and 70‐gene signature scores alone in ER+/HER2− disease.]]></description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Apoptosis</subject><subject>Biomarkers</subject><subject>Biomarkers, Tumor - metabolism</subject><subject>Blood Cells - cytology</subject><subject>Blood Cells - metabolism</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - genetics</subject><subject>Breast Neoplasms - metabolism</subject><subject>Breast Neoplasms - pathology</subject><subject>Cancer therapies</subject><subject>CD3 antigen</subject><subject>CD3 Complex - metabolism</subject><subject>CD4 antigen</subject><subject>CD4 Antigens - metabolism</subject><subject>CD4-Positive T-Lymphocytes - cytology</subject><subject>CD4-Positive T-Lymphocytes - metabolism</subject><subject>CD8 antigen</subject><subject>CD8 Antigens - metabolism</subject><subject>CD8-Positive T-Lymphocytes - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SwePub Articles full text</collection><collection>Directory of Open Access Journals(OpenAccess)</collection><jtitle>Molecular oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zerdes, Ioannis</au><au>Sifakis, Emmanouil G.</au><au>Matikas, Alexios</au><au>Chrétien, Sebastian</au><au>Tobin, Nicholas P.</au><au>Hartman, Johan</au><au>Rassidakis, George Z.</au><au>Bergh, Jonas</au><au>Foukakis, Theodoros</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Programmed death‐ligand 1 gene expression is a prognostic marker in early breast cancer and provides additional prognostic value to 21‐gene and 70‐gene signatures in estrogen receptor‐positive disease</atitle><jtitle>Molecular oncology</jtitle><addtitle>Mol Oncol</addtitle><date>2020-05</date><risdate>2020</risdate><volume>14</volume><issue>5</issue><spage>951</spage><epage>963</epage><pages>951-963</pages><issn>1574-7891</issn><issn>1878-0261</issn><eissn>1878-0261</eissn><abstract><![CDATA[Gene and protein expression of programmed death‐ligand 1 (PD‐L1) are prognostic in early breast cancer (BC), but their prognostic information is inconsistent at least in some biological subgroups. The validated prognostic gene signatures (GS) in BC are mainly based on proliferation and estrogen receptor (ER)‐related genes. Here, we aimed to explore the prognostic capacity of PD‐L1 expression at the protein vs mRNA levels and to investigate the prognostic information that PD‐L1 can potentially add to routinely used GS. Gene expression data were derived from two early BC cohorts (cohort 1: 562 patients; cohort 2: 1081 patients). Tissue microarrays from cohort 1 were immunohistochemically (IHC) stained for PD‐L1 using the SP263 clone. GS scores (21‐gene, 70‐gene) were calculated, and likelihood‐ratio (LR) tests and concordance indices were used to evaluate the additional prognostic information for each signature. The immune cell composition was also evaluated using the CIBERSORT in silico tool. PD‐L1 gene and protein expressions were independently associated with better prognosis. In ER+/HER2− patients, PD‐L1 gene expression provided significant additional prognostic information beyond that of both 21‐GS [LR‐Δχ2 = 15.289 and LR‐Δχ2 = 8.812, P < 0.01 for distant metastasis‐free interval (DMFI) in cohorts 1 and 2, respectively] and 70‐GS score alone (LR‐Δχ2 = 18.198 and LR‐Δχ2 = 8.467, P < 0.01 for DMFI in cohorts 1 and 2, respectively). PD‐L1 expression was correlated with IHC‐determined CD3+ cells (r = 0.41, P < 0.001) and with CD8+ (r = 0.62, P < 0.001) and CD4+ memory activated (r = 0.66, P < 0.001) but not with memory resting (r = −0.063, P = 0.14) or regulatory (r = −0.12, P < 0.01) T cells in silico. PD‐L1 gene expression represents a promising favorable prognostic marker and can provide additional prognostic value to 21‐ and 70‐gene scores in ER+/HER2− BC. Programmed death‐ligand 1 (PD‐L1) immunohistochemical and gene expressions represent favorable prognostic factors in early breast cancer patients and were also associated with high immune infiltration. Furthermore, PD‐L1 gene expression provided significant additional prognostic information beyond that of both 21‐gene and 70‐gene signature scores alone in ER+/HER2− disease.]]></abstract><cop>United States</cop><pub>John Wiley &amp; Sons, Inc</pub><pmid>32115850</pmid><doi>10.1002/1878-0261.12654</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-8304-2462</orcidid><orcidid>https://orcid.org/0000-0001-9919-4471</orcidid><oa>free_for_read</oa></addata></record>
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1878-0261
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subjects Adult
Aged
Aged, 80 and over
Apoptosis
Biomarkers
Biomarkers, Tumor - metabolism
Blood Cells - cytology
Blood Cells - metabolism
Breast cancer
Breast Neoplasms - genetics
Breast Neoplasms - metabolism
Breast Neoplasms - pathology
Cancer therapies
CD3 antigen
CD3 Complex - metabolism
CD4 antigen
CD4 Antigens - metabolism
CD4-Positive T-Lymphocytes - cytology
CD4-Positive T-Lymphocytes - metabolism
CD8 antigen
CD8 Antigens - metabolism
CD8-Positive T-Lymphocytes - cytology
CD8-Positive T-Lymphocytes - metabolism
Cloning
Cohort Studies
Databases, Genetic
DNA microarrays
Epidermal growth factor
ErbB-2 protein
Estrogen receptors
Female
Gene expression
Gene Expression Regulation, Neoplastic - genetics
gene signatures
Genomes
Humans
Hybridization
Immunohistochemistry
L1 gene
Ligands
Lymphocytes
Lymphocytes T
Medicin och hälsovetenskap
Metastases
Metastasis
Middle Aged
Patients
PD-L1 protein
PD‐L1
Prognosis
Programmed Cell Death 1 Receptor - genetics
Programmed Cell Death 1 Receptor - metabolism
Proportional Hazards Models
Protein expression
Proteins
Receptor, ErbB-2 - genetics
Receptor, ErbB-2 - metabolism
Receptors, Estrogen - genetics
Receptors, Estrogen - metabolism
RNA-Seq
Tissue Array Analysis
Tumors
Young Adult
title Programmed death‐ligand 1 gene expression is a prognostic marker in early breast cancer and provides additional prognostic value to 21‐gene and 70‐gene signatures in estrogen receptor‐positive disease
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