Identification and Validation of an Anthracycline/ Cyclophosphamide-Based Chemotherapy Response Assay in Breast Cancer

There is no method routinely used to predict response to anthracycline and cyclophosphamide-based chemotherapy in the clinic; therefore patients often receive treatment for breast cancer with no benefit. Loss of the Fanconi anemia/BRCA (FA/BRCA) DNA damage response (DDR) pathway occurs in approximat...

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Veröffentlicht in:JNCI : Journal of the National Cancer Institute 2014-01, Vol.106 (1), p.djt335
Hauptverfasser: MULLIGAN, Jude M, HILL, Laura A, QUINN, Jennifer E, LINDOR, Noralane M, MULLAN, Paul B, JAMES, Colin R, WALKER, Steven M, KERR, Peter, JAMES, Jacqueline, DAVISON, Timothy S, PROUTSKI, Vitali, SALTO-TELLEZ, Manuel, DEHARO, Steve, JOHNSTON, Patrick G, COUCH, Fergus J, HARKIN, D. Paul, KENNEDY, Richard D, IRWIN, Gareth, BOYLE, David, KEATING, Katherine E, RAJI, Olaide Y, MCDYER, Fionnuala A, O'BRIEN, Eamonn, BYLESJO, Max
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container_title JNCI : Journal of the National Cancer Institute
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creator MULLIGAN, Jude M
HILL, Laura A
QUINN, Jennifer E
LINDOR, Noralane M
MULLAN, Paul B
JAMES, Colin R
WALKER, Steven M
KERR, Peter
JAMES, Jacqueline
DAVISON, Timothy S
PROUTSKI, Vitali
SALTO-TELLEZ, Manuel
DEHARO, Steve
JOHNSTON, Patrick G
COUCH, Fergus J
HARKIN, D. Paul
KENNEDY, Richard D
IRWIN, Gareth
BOYLE, David
KEATING, Katherine E
RAJI, Olaide Y
MCDYER, Fionnuala A
O'BRIEN, Eamonn
BYLESJO, Max
description There is no method routinely used to predict response to anthracycline and cyclophosphamide-based chemotherapy in the clinic; therefore patients often receive treatment for breast cancer with no benefit. Loss of the Fanconi anemia/BRCA (FA/BRCA) DNA damage response (DDR) pathway occurs in approximately 25% of breast cancer patients through several mechanisms and results in sensitization to DNA-damaging agents. The aim of this study was to develop an assay to detect DDR-deficient tumors associated with loss of the FA/BRCA pathway, for the purpose of treatment selection. DNA microarray data from 21 FA patients and 11 control subjects were analyzed to identify genetic processes associated with a deficiency in DDR. Unsupervised hierarchical clustering was then performed using 60 BRCA1/2 mutant and 47 sporadic tumor samples, and a molecular subgroup was identified that was defined by the molecular processes represented within FA patients. A 44-gene microarray-based assay (the DDR deficiency assay) was developed to prospectively identify this subgroup from formalin-fixed, paraffin-embedded samples. All statistical tests were two-sided. In a publicly available independent cohort of 203 patients, the assay predicted complete pathologic response vs residual disease after neoadjuvant DNA-damaging chemotherapy (5-fluorouracil, anthracycline, and cyclophosphamide) with an odds ratio of 3.96 (95% confidence interval [Cl] =1.67 to 9.41; P = .002). In a new independent cohort of 191 breast cancer patients treated with adjuvant 5-fluorouracil, epirubicin, and cyclophosphamide, a positive assay result predicted 5-year relapse-free survival with a hazard ratio of 0.37 (95% Cl = 0.15 to 0.88; P = .03) compared with the assay negative population. A formalin-fixed, paraffin-embedded tissue-based assay has been developed and independently validated as a predictor of response and prognosis after anthracycline/cyclophosphamide-based chemotherapy in the neoadjuvant and adjuvant settings. These findings warrant further validation in a prospective clinical study.
doi_str_mv 10.1093/jnci/djt335
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Paul ; KENNEDY, Richard D ; IRWIN, Gareth ; BOYLE, David ; KEATING, Katherine E ; RAJI, Olaide Y ; MCDYER, Fionnuala A ; O'BRIEN, Eamonn ; BYLESJO, Max</creator><creatorcontrib>MULLIGAN, Jude M ; HILL, Laura A ; QUINN, Jennifer E ; LINDOR, Noralane M ; MULLAN, Paul B ; JAMES, Colin R ; WALKER, Steven M ; KERR, Peter ; JAMES, Jacqueline ; DAVISON, Timothy S ; PROUTSKI, Vitali ; SALTO-TELLEZ, Manuel ; DEHARO, Steve ; JOHNSTON, Patrick G ; COUCH, Fergus J ; HARKIN, D. Paul ; KENNEDY, Richard D ; IRWIN, Gareth ; BOYLE, David ; KEATING, Katherine E ; RAJI, Olaide Y ; MCDYER, Fionnuala A ; O'BRIEN, Eamonn ; BYLESJO, Max</creatorcontrib><description>There is no method routinely used to predict response to anthracycline and cyclophosphamide-based chemotherapy in the clinic; therefore patients often receive treatment for breast cancer with no benefit. Loss of the Fanconi anemia/BRCA (FA/BRCA) DNA damage response (DDR) pathway occurs in approximately 25% of breast cancer patients through several mechanisms and results in sensitization to DNA-damaging agents. The aim of this study was to develop an assay to detect DDR-deficient tumors associated with loss of the FA/BRCA pathway, for the purpose of treatment selection. DNA microarray data from 21 FA patients and 11 control subjects were analyzed to identify genetic processes associated with a deficiency in DDR. Unsupervised hierarchical clustering was then performed using 60 BRCA1/2 mutant and 47 sporadic tumor samples, and a molecular subgroup was identified that was defined by the molecular processes represented within FA patients. A 44-gene microarray-based assay (the DDR deficiency assay) was developed to prospectively identify this subgroup from formalin-fixed, paraffin-embedded samples. All statistical tests were two-sided. In a publicly available independent cohort of 203 patients, the assay predicted complete pathologic response vs residual disease after neoadjuvant DNA-damaging chemotherapy (5-fluorouracil, anthracycline, and cyclophosphamide) with an odds ratio of 3.96 (95% confidence interval [Cl] =1.67 to 9.41; P = .002). In a new independent cohort of 191 breast cancer patients treated with adjuvant 5-fluorouracil, epirubicin, and cyclophosphamide, a positive assay result predicted 5-year relapse-free survival with a hazard ratio of 0.37 (95% Cl = 0.15 to 0.88; P = .03) compared with the assay negative population. A formalin-fixed, paraffin-embedded tissue-based assay has been developed and independently validated as a predictor of response and prognosis after anthracycline/cyclophosphamide-based chemotherapy in the neoadjuvant and adjuvant settings. These findings warrant further validation in a prospective clinical study.</description><identifier>ISSN: 0027-8874</identifier><identifier>EISSN: 1460-2105</identifier><identifier>DOI: 10.1093/jnci/djt335</identifier><identifier>PMID: 24402422</identifier><identifier>CODEN: JNCIEQ</identifier><language>eng</language><publisher>Cary, NC: Oxford University Press</publisher><subject>Adult ; Aged ; Anthracyclines - administration &amp; dosage ; Antineoplastic Combined Chemotherapy Protocols - pharmacology ; Antineoplastic Combined Chemotherapy Protocols - therapeutic use ; Bioassays ; Biological and medical sciences ; Breast cancer ; Breast Neoplasms - drug therapy ; Breast Neoplasms - genetics ; Breast Neoplasms - metabolism ; Chemotherapy ; Chemotherapy, Adjuvant ; Cyclophosphamide - administration &amp; dosage ; Disease-Free Survival ; DNA damage ; DNA Damage - drug effects ; DNA, Neoplasm - drug effects ; Epirubicin - administration &amp; dosage ; Fanconi Anemia - genetics ; Fanconi Anemia - metabolism ; Female ; Fluorouracil - administration &amp; dosage ; Gynecology. Andrology. Obstetrics ; Humans ; Mammary gland diseases ; Medical prognosis ; Medical sciences ; Middle Aged ; Multiple tumors. Solid tumors. Tumors in childhood (general aspects) ; Neoadjuvant Therapy - methods ; Odds Ratio ; Oligonucleotide Array Sequence Analysis ; Prospective Studies ; Survival analysis ; Tumors</subject><ispartof>JNCI : Journal of the National Cancer Institute, 2014-01, Vol.106 (1), p.djt335</ispartof><rights>2015 INIST-CNRS</rights><rights>Copyright Oxford Publishing Limited(England) Jan 2014</rights><rights>The Author 2014. 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Paul</creatorcontrib><creatorcontrib>KENNEDY, Richard D</creatorcontrib><creatorcontrib>IRWIN, Gareth</creatorcontrib><creatorcontrib>BOYLE, David</creatorcontrib><creatorcontrib>KEATING, Katherine E</creatorcontrib><creatorcontrib>RAJI, Olaide Y</creatorcontrib><creatorcontrib>MCDYER, Fionnuala A</creatorcontrib><creatorcontrib>O'BRIEN, Eamonn</creatorcontrib><creatorcontrib>BYLESJO, Max</creatorcontrib><title>Identification and Validation of an Anthracycline/ Cyclophosphamide-Based Chemotherapy Response Assay in Breast Cancer</title><title>JNCI : Journal of the National Cancer Institute</title><addtitle>J Natl Cancer Inst</addtitle><description>There is no method routinely used to predict response to anthracycline and cyclophosphamide-based chemotherapy in the clinic; therefore patients often receive treatment for breast cancer with no benefit. Loss of the Fanconi anemia/BRCA (FA/BRCA) DNA damage response (DDR) pathway occurs in approximately 25% of breast cancer patients through several mechanisms and results in sensitization to DNA-damaging agents. The aim of this study was to develop an assay to detect DDR-deficient tumors associated with loss of the FA/BRCA pathway, for the purpose of treatment selection. DNA microarray data from 21 FA patients and 11 control subjects were analyzed to identify genetic processes associated with a deficiency in DDR. Unsupervised hierarchical clustering was then performed using 60 BRCA1/2 mutant and 47 sporadic tumor samples, and a molecular subgroup was identified that was defined by the molecular processes represented within FA patients. A 44-gene microarray-based assay (the DDR deficiency assay) was developed to prospectively identify this subgroup from formalin-fixed, paraffin-embedded samples. All statistical tests were two-sided. In a publicly available independent cohort of 203 patients, the assay predicted complete pathologic response vs residual disease after neoadjuvant DNA-damaging chemotherapy (5-fluorouracil, anthracycline, and cyclophosphamide) with an odds ratio of 3.96 (95% confidence interval [Cl] =1.67 to 9.41; P = .002). In a new independent cohort of 191 breast cancer patients treated with adjuvant 5-fluorouracil, epirubicin, and cyclophosphamide, a positive assay result predicted 5-year relapse-free survival with a hazard ratio of 0.37 (95% Cl = 0.15 to 0.88; P = .03) compared with the assay negative population. A formalin-fixed, paraffin-embedded tissue-based assay has been developed and independently validated as a predictor of response and prognosis after anthracycline/cyclophosphamide-based chemotherapy in the neoadjuvant and adjuvant settings. These findings warrant further validation in a prospective clinical study.</description><subject>Adult</subject><subject>Aged</subject><subject>Anthracyclines - administration &amp; dosage</subject><subject>Antineoplastic Combined Chemotherapy Protocols - pharmacology</subject><subject>Antineoplastic Combined Chemotherapy Protocols - therapeutic use</subject><subject>Bioassays</subject><subject>Biological and medical sciences</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - drug therapy</subject><subject>Breast Neoplasms - genetics</subject><subject>Breast Neoplasms - metabolism</subject><subject>Chemotherapy</subject><subject>Chemotherapy, Adjuvant</subject><subject>Cyclophosphamide - administration &amp; dosage</subject><subject>Disease-Free Survival</subject><subject>DNA damage</subject><subject>DNA Damage - drug effects</subject><subject>DNA, Neoplasm - drug effects</subject><subject>Epirubicin - administration &amp; dosage</subject><subject>Fanconi Anemia - genetics</subject><subject>Fanconi Anemia - metabolism</subject><subject>Female</subject><subject>Fluorouracil - administration &amp; dosage</subject><subject>Gynecology. Andrology. Obstetrics</subject><subject>Humans</subject><subject>Mammary gland diseases</subject><subject>Medical prognosis</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Multiple tumors. Solid tumors. Tumors in childhood (general aspects)</subject><subject>Neoadjuvant Therapy - methods</subject><subject>Odds Ratio</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Prospective Studies</subject><subject>Survival analysis</subject><subject>Tumors</subject><issn>0027-8874</issn><issn>1460-2105</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkd9rFDEQx4Mo9lp98l0C4pOsl2x-7OZFuC7WFgqFor6G2STr5thL1mSvcP-9KXdWOy-ZZD58MzNfhN5R8pkSxdbbYPzabhfGxAu0olySqqZEvEQrQuqmatuGn6HznLekhKr5a3RWc05qXtcr9HBjXVj84A0sPgYMweKfMHl7vMahvOBNWMYE5mAmH9wadyWJ8xjzPMLOW1ddQnYWd6PbxWV0CeYDvnd5jiE7vMkZDtgHfJkc5AV3EIxLb9CrAabs3p7OC_Tj6uv37rq6vft2021uK8OZWioxkGaQwPsGHDWCckGVa1hfU8NsA8L1LbGSSKMAlOQ9qDIs7Xswreklk-wCfTnqzvt-56wpsyaY9Jz8DtJBR_D6eSX4Uf-KD5opIpUiReDDSSDF33uXF72N-xRKz5oKLlrJGGsK9elImRRzTm54-oES_WiSfjRJH00q9Pv_m3pi_7pSgI8nALKBaUhlZz7_41oqCCeC_QGLZJ4w</recordid><startdate>20140101</startdate><enddate>20140101</enddate><creator>MULLIGAN, Jude M</creator><creator>HILL, Laura A</creator><creator>QUINN, Jennifer E</creator><creator>LINDOR, Noralane M</creator><creator>MULLAN, Paul B</creator><creator>JAMES, Colin R</creator><creator>WALKER, Steven M</creator><creator>KERR, Peter</creator><creator>JAMES, Jacqueline</creator><creator>DAVISON, Timothy S</creator><creator>PROUTSKI, Vitali</creator><creator>SALTO-TELLEZ, Manuel</creator><creator>DEHARO, Steve</creator><creator>JOHNSTON, Patrick G</creator><creator>COUCH, Fergus J</creator><creator>HARKIN, D. 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Loss of the Fanconi anemia/BRCA (FA/BRCA) DNA damage response (DDR) pathway occurs in approximately 25% of breast cancer patients through several mechanisms and results in sensitization to DNA-damaging agents. The aim of this study was to develop an assay to detect DDR-deficient tumors associated with loss of the FA/BRCA pathway, for the purpose of treatment selection. DNA microarray data from 21 FA patients and 11 control subjects were analyzed to identify genetic processes associated with a deficiency in DDR. Unsupervised hierarchical clustering was then performed using 60 BRCA1/2 mutant and 47 sporadic tumor samples, and a molecular subgroup was identified that was defined by the molecular processes represented within FA patients. A 44-gene microarray-based assay (the DDR deficiency assay) was developed to prospectively identify this subgroup from formalin-fixed, paraffin-embedded samples. All statistical tests were two-sided. In a publicly available independent cohort of 203 patients, the assay predicted complete pathologic response vs residual disease after neoadjuvant DNA-damaging chemotherapy (5-fluorouracil, anthracycline, and cyclophosphamide) with an odds ratio of 3.96 (95% confidence interval [Cl] =1.67 to 9.41; P = .002). In a new independent cohort of 191 breast cancer patients treated with adjuvant 5-fluorouracil, epirubicin, and cyclophosphamide, a positive assay result predicted 5-year relapse-free survival with a hazard ratio of 0.37 (95% Cl = 0.15 to 0.88; P = .03) compared with the assay negative population. A formalin-fixed, paraffin-embedded tissue-based assay has been developed and independently validated as a predictor of response and prognosis after anthracycline/cyclophosphamide-based chemotherapy in the neoadjuvant and adjuvant settings. These findings warrant further validation in a prospective clinical study.</abstract><cop>Cary, NC</cop><pub>Oxford University Press</pub><pmid>24402422</pmid><doi>10.1093/jnci/djt335</doi><oa>free_for_read</oa></addata></record>
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source Oxford University Press Journals All Titles (1996-Current); MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection
subjects Adult
Aged
Anthracyclines - administration & dosage
Antineoplastic Combined Chemotherapy Protocols - pharmacology
Antineoplastic Combined Chemotherapy Protocols - therapeutic use
Bioassays
Biological and medical sciences
Breast cancer
Breast Neoplasms - drug therapy
Breast Neoplasms - genetics
Breast Neoplasms - metabolism
Chemotherapy
Chemotherapy, Adjuvant
Cyclophosphamide - administration & dosage
Disease-Free Survival
DNA damage
DNA Damage - drug effects
DNA, Neoplasm - drug effects
Epirubicin - administration & dosage
Fanconi Anemia - genetics
Fanconi Anemia - metabolism
Female
Fluorouracil - administration & dosage
Gynecology. Andrology. Obstetrics
Humans
Mammary gland diseases
Medical prognosis
Medical sciences
Middle Aged
Multiple tumors. Solid tumors. Tumors in childhood (general aspects)
Neoadjuvant Therapy - methods
Odds Ratio
Oligonucleotide Array Sequence Analysis
Prospective Studies
Survival analysis
Tumors
title Identification and Validation of an Anthracycline/ Cyclophosphamide-Based Chemotherapy Response Assay in Breast Cancer
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