Advertisement
Original Research| Volume 154, P209-216, September 2021

OncotypeDX© Recurrence Score in BRCA mutation carriers: a systematic review and meta-analysis

Open AccessPublished:July 17, 2021DOI:https://doi.org/10.1016/j.ejca.2021.06.032

      Highlights

      • BRCA carriers have an increased propensity for high-risk Recurrence Scores (RS).
      • Mean RS in cases of sporadic disease was RS 18 versus RS 25 in BRCA carriers.
      • Non-BRCA cancers were more likely to have RS < 18 (odds ratio (OR):0.27).
      • BRCA carriers were more likely to be RS 18–30 (OR: 1.74) and RS > 30 (OR: 3.71).

      Abstract

      Introduction

      There are limited data comparing the OncotypeDX© Recurrence Score (RS) among BRCA mutation carriers and patients with sporadic breast cancer.

      Aim

      To compare RS results among BRCA mutation carriers and patients with sporadic breast cancer in oestrogen receptor positive (ER+), human epidermal growth factor receptor-2 negative (HER2−) breast cancer.

      Methods

      A systematic review was performed in accordance with PRISMA and MOOSE guidelines. Retrospective cohort studies comparing RS in BRCA mutation carriers and cases of sporadic cancer were included. Dichotomous variables were pooled as odds ratios (ORs) and associated 95% confidence intervals (CIs) using the Mantel–Haenszel method.

      Results

      Five studies involving 4286 patients were included with a mean age of 60 years (range 22–85). Overall, 7.8% were BRCA mutation carriers (333/4286). The mean RS was 18.0 (range 0–71), and the mean RS in BRCA carriers was 25 (range 10–71) versus 18.4 in cases of sporadic disease (range 0–62). Patients with sporadic cancers were more likely to have RS < 18 (OR 0.27, 95% CI 0.14–0.51, P = 0.010). BRCA mutation carriers were more likely to have RS 18–30 (OR 1.74, 95% CI 1.28–2.37, P < 0.001) and RS > 30 (OR 3.71, 95% CI 2.55–5.40, P < 0.001).

      Conclusion

      There is an increased likelihood of high-risk RS among patients with known germline BRCA mutations when compared to patients developing sporadic ER+/HER2-early breast cancer. This study offers insight into genomic testing results within BRCA mutation carriers which may be useful in counselling patients with BRCA mutations in future practice.

      Keywords

      1. Introduction

      Breast cancer is the most common cancer in women and the current lifetime risk of developing the disease is 12.4% [
      • DeSantis C.E.
      • Ma J.
      • Goding Sauer A.
      • Newman L.A.
      • Jemal A.
      Breast cancer statistics, 2017, racial disparity in mortality by state.
      ]. Approximately 5–10% of breast cancers are thought to be hereditary [
      • Valencia O.M.
      • Samuel S.E.
      • Viscusi R.K.
      • Riall T.S.
      • Neumayer L.A.
      • Aziz H.
      The role of genetic testing in patients with breast cancer: a review.
      ], with less than 20% of those developing hereditary tumours possessing germline mutations at the BRCA1 or BRCA2 loci [
      • Shiovitz S.
      • Korde L.A.
      Genetics of breast cancer: a topic in evolution.
      ]. Although BRCA1 mutations typically produce tumours with basal-like molecular properties, the penetrance of oestrogen receptor positive (ER+) disease is approximately 20–30%, with BRCA2 mutations producing ER+ cancers in 45–75% [
      • Mavaddat N.
      • Barrowdale D.
      • Andrulis I.L.
      • Domchek S.M.
      • Eccles D.
      • Nevanlinna H.
      • et al.
      Pathology of breast and ovarian cancers among BRCA1 and BRCA2 mutation carriers: results from the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA).
      ,
      • Goodwin P.J.
      • Phillips K.A.
      • West D.W.
      • Ennis M.
      • Hopper J.L.
      • John E.M.
      • et al.
      Breast cancer prognosis in BRCA1 and BRCA2 mutation carriers: an International Prospective Breast Cancer Family Registry population-based cohort study.
      ,
      • Tung N.
      • Wang Y.
      • Collins L.C.
      • Kaplan J.
      • Li H.
      • Gelman R.
      • et al.
      Estrogen receptor positive breast cancers in BRCA1 mutation carriers: clinical risk factors and pathologic features.
      ]. At present, BRCA mutation carriers who develop early-stage ER+ disease are treated similarly to those with sporadic disease [
      • Balmaña J.
      • Díez O.
      • Rubio I.T.
      • Cardoso F.
      BRCA in breast cancer: ESMO clinical practice guidelines.
      ], despite an increased risk of poorer outcomes: In their recent analysis, Vocka et al. [
      • Vocka M.
      • Zimovjanova M.
      • Bielcikova Z.
      • Tesarova P.
      • Petruzelka L.
      • Mateju M.
      • et al.
      Estrogen receptor status oppositely modifies breast cancer prognosis in BRCA1/BRCA2 mutation carriers versus non-carriers.
      ] demonstrated that patients with BRCA mutations developed increased rates of disease recurrence and mortality compared to their counterparts within the setting of ER+ disease. Highlights from such studies encourage robust systemic chemotherapy prescription for such patients possessing BRCA mutations [
      • Arun B.
      • Bayraktar S.
      • Liu D.D.
      • Gutierrez Barrera A.M.
      • Atchley D.
      • Pusztai L.
      • et al.
      Response to neoadjuvant systemic therapy for breast cancer in BRCA mutation carriers and noncarriers: a single-institution experience.
      ], primarily due to the perceptions of increased sensitivity to chemotherapy, poorer projected clinico-oncological outcomes and an overall increased tendency to develop tumours of aggressive clinicopathological characteristics [
      • Tian T.
      • Shan L.
      • Yang W.
      • Zhou X.
      • Shui R.
      Evaluation of the BRCAness phenotype and its correlations with clinicopathological features in triple-negative breast cancers.
      ,
      • Davey M.G.
      • Davey C.M.
      • Ryan É J.
      • Lowery A.J.
      • Kerin M.J.
      Combined breast conservation therapy versus mastectomy for BRCA mutation carriers - a systematic review and meta-analysis.
      ]. In spite of this, neither expert consensus statements nor best practice guidelines endorse such aggressive treatment strategies for BRCA mutation carriers diagnosed with early-stage ER+ disease [
      • Balmaña J.
      • Díez O.
      • Rubio I.T.
      • Cardoso F.
      BRCA in breast cancer: ESMO clinical practice guidelines.
      ,
      • Balic M.
      • Thomssen C.
      • Würstlein R.
      • Gnant M.
      • Harbeck N.
      St. Gallen/vienna 2019: A brief summary of the consensus discussion on the optimal primary breast cancer treatment.
      ].
      The molecular era has facilitated the development of multigene panels to aid prognostication and therapeutic decision making for patients diagnosed with early-stage luminal breast cancer [
      • Mazo C.
      • Barron S.
      • Mooney C.
      • Gallagher W.M.
      Multi-gene prognostic signatures and prediction of pathological complete response to neoadjuvant chemotherapy in ER-positive, HER2-negative breast cancer patients.
      ]. OncotypeDX© Recurrence Score (RS) (Genomic Health Inc., Redwood City, CA) is a clinically validated 21-gene signature used to select patients with early ER+, human epidermal growth factor receptor-2 negative (HER2−) breast cancer who are perceived to derive the most benefit from cytotoxic chemotherapy prescription [
      • Paik S.
      • Shak S.
      • Tang G.
      • Kim C.
      • Baker J.
      • Cronin M.
      • et al.
      A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.
      ,
      • Davey M.G.
      • Ryan É.J.
      • Abd Elwahab S.
      • Elliott J.A.
      • McAnena P.F.
      • Sweeney K.J.
      • et al.
      Clinicopathological correlates, oncological impact, and validation of oncotype DXTM in a European Tertiary referral Centre.
      ]. RS proves useful in detecting the large proportion of early-stage ER+ cancers gaining minimal benefit from chemotherapeutic agents [
      • Davey M.G.
      • Ryan É J.
      • McAnena P.F.
      • Boland M.R.
      • Barry M.K.
      • Sweeney K.J.
      • et al.
      Disease recurrence and oncological outcome of patients treated surgically with curative intent for estrogen receptor positive, lymph node negative breast cancer.
      ]. BRCA mutation carriers are believed to have increased sensitivity to cytotoxic chemotherapy [
      • Goodwin P.J.
      • Phillips K.A.
      • West D.W.
      • Ennis M.
      • Hopper J.L.
      • John E.M.
      • et al.
      Breast cancer prognosis in BRCA1 and BRCA2 mutation carriers: an International Prospective Breast Cancer Family Registry population-based cohort study.
      ,
      • Narod S.A.
      • Metcalfe K.
      • Lynch H.T.
      • Ghadirian P.
      • Robidoux A.
      • Tung N.
      • et al.
      Should all BRCA1 mutation carriers with stage I breast cancer receive chemotherapy?.
      ]; however within the context of luminal A disease, there are limited data comparing the clinical utility of RS testing among BRCA mutation carriers and patients with sporadic breast cancer. Therefore, the current study aimed to compare RS results among BRCA mutation carriers and patients with sporadic breast cancer following surgical resection of their primary ER+/HER2− breast cancer. Our hypothesis was that patients possessing germline BRCA mutations would have increased RS compared to those developing sporadic breast cancer.

      2. Methods

      This systematic review and meta-analysis was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) and MOOSE guidelines [
      • Moher D.
      • Liberati A.
      • Tetzlaff J.
      • Altman D.G.
      Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement.
      ,
      • Stroup D.F.
      • Berlin J.A.
      • Morton S.C.
      • Olkin I.
      • Williamson G.D.
      • Rennie D.
      • et al.
      Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis of Observational Studies in Epidemiology (MOOSE) group.
      ]. Each author contributed to formulating the study protocol. Local institutional ethical review and approval was not required.

      2.1 PICO

      Using the PICO framework, the aspects the authors wished to address were:
      Population: Female patients with newly diagnosed ER+ breast cancer aged 18 years or older without distant metastatic disease who underwent RS testing (Genomic Health Inc.) performed on their resected breast cancer specimen.
      Intervention: Any patient in the selected group found to be a BRCA mutation carrier; this included patients possessing BRCA1 mutations, BRCA2 mutations, or BRCA variant of unknown significance (VUS).
      Comparison: Any patient in the selected group who had sporadic breast cancer (i.e., are not known to be BRCA mutation carriers).
      Outcomes: Primary outcomes included the following: RS genomic testing results conducted on resected breast cancer tissue.

      2.2 Search strategy

      An electronic search was performed of the PubMed, MEDLINE, EMBASE and Scopus databases for relevant studies. This search was performed by 2 independent reviewers (MGD and VR), using a predetermined search strategy that was designed by the senior authors (AJL and MJK). This search included the search terms: (Oncotype) and (BRCA), with ‘AND’ as a Boolean operator. Included studies were limited to the English language and were not restricted by year of publication. All duplicate studies were manually removed, before titles were screened, and studies considered appropriate had their abstracts and/or full text reviewed. Retrieved studies were reviewed to ensure that inclusion criteria were met for one primary and secondary outcome at a minimum. In cases of discrepancies of opinion a third author was asked to arbitrate (AJL). The final search was performed on the 5th March 2021.

      2.3 Inclusion and exclusion criteria

      Studies included were clinical studies comparing patients known to be BRCA mutation carriers (confirmed through genetic testing) and patients diagnosed with sporadic breast cancer cases who have undergone RS genomic testing on their resected cancer specimen. All studies included female patients aged 18 years or greater diagnosed with ER+ (defined in accordance with the American Society of Clinical Oncology/College of American Pathologists [ASCO/CAP] as >1% ER expression on immunohistochemical analysis) and HER2− (defined as a score of 0 or 1+ on immunohistochemical staining or HER2− following fluorescence in situ hybridisation) breast cancer on resected histopathological specimen [
      • Hammond M.E.
      • Hayes D.F.
      • Dowsett M.
      • Allred D.C.
      • Hagerty K.L.
      • Badve S.
      • et al.
      American Society of Clinical Oncology/College of American Pathologists guideline recommendations for immunohistochemical testing of estrogen and progesterone receptors in breast cancer (unabridged version).
      ,
      • Wolff A.C.
      • Hammond M.E.H.
      • Allison K.H.
      • Harvey B.E.
      • Mangu P.B.
      • Bartlett J.M.S.
      • et al.
      Human epidermal growth factor receptor 2 testing in breast cancer: American society of Clinical oncology/College of American Pathologists clinical practice guideline focused update.
      ]. Outcomes of interest included RS testing and clinicopathological data. Studies including patients with metastatic breast cancer were excluded. Published abstracts from conference proceedings were excluded, as were case reports, case series reporting outcomes in five patients or less and editorial articles.

      2.4 Data extraction and quality assessment

      The following data were extracted and collated from retrieved studies meeting inclusion criteria: (1) first author name, (2) year of publication, (3) study design, (4) country of origin, (5) number of patients, (6) number of patients with BRCA mutations, (7) number of patients with sporadic breast cancer (8) median age (and range) at diagnosis, (9) mean RS, (10) RS categorisation and (11) clinicopathological data. Risk of bias and methodology quality assessment was performed in accordance to the Newcastle–Ottawa Scale [
      • Stang A.
      Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses.
      ].

      2.5 Statistical analysis

      Descriptive statistics were used to determine associations between BRCA mutation carriers and sporadic breast cancers and RS categories. Data were expressed as dichotomous or binary outcomes, reported as odds ratios (ORs) with 95% confidence intervals (CIs) following estimation using the Mantel–Haenszel method. Either fixed or random-effects models were applied on the basis of whether significant heterogeneity (I2 > 50%) existed between studies included in the analysis. Symmetry funnel plots were used to assess publication bias. Statistical heterogeneity was determined using I2 statistics. All tests of significance were two-tailed with P < 0.050 indicating statistical significance. Descriptive statistics were performed using the Statistical Package for Social Sciences (SPSS) version 26 (International Business Machines Corporation, Armonk, NY). Meta-analysis was performed using Review Manager (RevMan), Version 5.4 (Nordic Cochrane Centre, Copenhagen, Denmark). MGD performed each statistical analyses with supervision of the senior author (MJK).

      3. Results

      3.1 Literature search

      The initial electronic literature search retrieved 264 studies. Overall, 23 duplicate studies were manually extracted. The remaining 241 titles were screened for relevance, before 11 studies had their abstracts, and 10 manuscripts had their full texts reviewed. In total, 5 studies fulfilled our inclusion criteria and were included in quantitative and meta-analyses (Table 1, Fig. 1).
      Table 1Details of included studies in this analysis.
      AuthorYearStudy TypeCountryNMean Age (Range)BRCA (N)BRCA 1 (N)BRCA 2 (N)BRCA VUS (N)Sporadic (N)NOS
      Blanter2020RCUSA723N/R3257186917
      Casasanta2020RCUSA714511661031845486
      Halpern2017RCIsrael162161 (25–85)27131415947
      Lewin2016RCIsrael107860 (34–85)58203810208
      Shah2016RCUSA15044 (22–70)5019311007
      N, number; VUS, variant of unknown significance; NOS, Newcastle–Ottawa Scale; RC, retrospective cohort; USA, United States of America; N/R, not reported.
      Fig. 1
      Fig. 1PRISMA flow diagram detailing the systematic search process.

      3.2 Study characteristics

      Five retrospective cohort studies were included in this analysis [
      • Blanter J.
      • Zimmerman B.
      • Tharakan S.
      • Ru M.
      • Cascetta K.
      • Tiersten A.
      BRCA mutation association with recurrence score and discordance in a large oncotype database.
      ,
      • Casasanta N.
      • Kipnis S.T.
      • Linville L.
      • Lipinski S.
      • Knoedler A.
      • Marino A.
      • et al.
      Relationship between hereditary cancer syndromes and oncotype DX recurrence score.
      ,
      • Halpern N.
      • Sonnenblick A.
      • Uziely B.
      • Divinsky L.
      • Goldberg Y.
      • Hamburger T.
      • et al.
      Oncotype Dx recurrence score among BRCA1/2 germline mutation carriers with hormone receptors positive breast cancer.
      ,
      • Lewin R.
      • Sulkes A.
      • Shochat T.
      • Tsoref D.
      • Rizel S.
      • Liebermann N.
      • et al.
      Oncotype-DX recurrence score distribution in breast cancer patients with BRCA1/2 mutations.
      ,
      • Shah P.D.
      • Patil S.
      • Dickler M.N.
      • Offit K.
      • Hudis C.A.
      • Robson M.E.
      Twenty-one-gene recurrence score assay in BRCA-associated versus sporadic breast cancers: differences based on germline mutation status.
      ]. Overall, 4286 patients were included in this analysis with a mean age of 60 years (range 22–85). Of these, 7.8% were BRCA mutation carriers (333/4286) while the vast majority were sporadic breast cancer patients (92.2%, 3953/4286). Table 1 demonstrates patient demographic data within BRCA and sporadic breast cancer subgroups.

      3.3 BRCA and OncotypeDX© Recurrence Score

      The mean RS was 18.0 (range 0–71). All studies used the traditional numerical categorization of RS: This considered RS < 18 as low risk, RS 18–30 as intermediate risk and RS > 30 as high risk as validated by Paik et al. [
      • Paik S.
      • Shak S.
      • Tang G.
      • Kim C.
      • Baker J.
      • Cronin M.
      • et al.
      A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.
      ]. Overall, 52.6% had RS < 18 (2247/4270), 37.0% had RS 18–30 (1581/4270) and 10.4% had RS > 30 (442/4270).
      In patients with BRCA mutations, the mean RS was 25 (range 10–71) versus 18.4 in those with sporadic breast cancers (range 0–62). Patients with BRCA1 mutations had a mean RS of 26.7 (range 12–61) and patients with BRCA2 mutations had a mean RS of 23.8 (range 10–71). Patients with BRCA VUS mutations had a mean RS of 25.9 (range 3–31). Table 2 illustrates RS testing results in BRCA mutation carriers and in sporadic breast cancer patients.
      Table 2OncotypeDX© Recurrence Score per group.
      Mean RS (Range)RS < 18RS 18–30RS > 30
      Total cohort18.4 (0–71)2247 (52.6%)1581 (37.0%)442 (10.4%)
      Sporadic breast cancers16.0 (0–62)2182 (54.2%)1466 (36.4%)375 (9.3%)
      BRCA carriers25.0 (10–71)46 (24.7%)92 (49.5%)48 (25.8%)
      BRCA 1 carriers26.7 (12–61)12 (17.9%)28 (41.8%)27 (40.3%)
      BRCA 2 carriers23.8 (10–71)18 (21.7%)46 (55.4%)19 (22.9%)
      BRCA VUS carriers25.9 (3–31)12 (66.7%)5 (27.8%)1 (5.6%)
      RS, OncotypeDX© Recurrence Score; VUS, variant of unknown significance.
      Overall, patients with sporadic cancers were more likely to have RS < 18 (OR 0.27, 95% CI 0.14–0.51, P = 0.010, I2 = 68%) (Fig. 2A). BRCA mutation carriers were more likely to have RS 18–30 (OR 1.74, 95% CI 1.28–2.37, P < 0.001, I2 = 0%) and RS > 30 (OR 3.71, 95% CI 2.55–5.40, P < 0.001, I2 = 0%) (Fig. 2B and C). Fig. 3 illustrates that BRCA mutation carriers are more likely to have grade III disease (OR 3.87, 95% CI 2.57–5.81, P < 0.001, I2 = 0%). Descriptive statistics correlating RS with sporadic and BRCA-associated breast cancers are illustrated in Supplementary Appendix 1.A. Forest plots for other clinicopathological data and the associated funnel plots for Fig. 2, Fig. 3 are presented in Supplementary Appendices 1.B–1.F. Descriptive statistics correlating clinicopathological data with BRCA status in breast cancer patients are outlined in Supplementary Appendix 1.G.
      Fig. 2
      Fig. 2Forest plots illustrating patients with sporadic breast cancer were more likely to have OncotypeDX© Recurrence Score (RS) less than 18 (A), while patients with BRCA-associated breast cancers were more likely to have RS 18–30 (B) and RS > 30 (C).
      Fig. 3
      Fig. 3Forest plot illustrating likelihood of grade III cancers in BRCA mutation carriers and sporadic breast cancers.

      4. Discussion

      To our knowledge, this systematic review and meta-analysis of current evidence is the first outlining the impact of BRCA germline mutations on RS testing within the setting of early-stage ER+/HER2− breast cancer. Results of the current analysis reject the author’s null hypothesis; there was a stepwise increase in the proportion of patients with hereditary breast and ovarian cancer syndrome (HBOCS) as RS testing results increased from low, to intermediate, to high risk groups. Additionally, we observed an increase in mean RS among this cohort when compared to those with sporadic ER+/HER2− disease.
      The current analysis associates BRCA mutations with increased RS in the context of patients with early-stage ER+/HER2− breast cancer. RS testing is derived from an equation which incorporates the expression of genes representing ER, progesterone receptor (PgR) and HER2/neu through reverse-transcription quantitative polymerase chain reaction products [
      • Paik S.
      • Shak S.
      • Tang G.
      • Kim C.
      • Baker J.
      • Cronin M.
      • et al.
      A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.
      ], where subsequent determined values for steroid hormones (i.e., ER and PgR) are negatively deducted from the RS total. At present, ASCO/CAP guidelines classify ER expression in dichotomy based on immunohistochemical results, which use ≥1% expression as the cut-off in dictating ER status [
      • Hammond M.E.
      • Hayes D.F.
      • Dowsett M.
      • Allred D.C.
      • Hagerty K.L.
      • Badve S.
      • et al.
      American Society of Clinical Oncology/College of American Pathologists guideline recommendations for immunohistochemical testing of estrogen and progesterone receptors in breast cancer (unabridged version).
      ]. This indicates that it is possible that cancers with low/weak ER intensity may behave similarly to ER negative (ER−) tumours [
      • Villegas S.L.
      • Nekljudova V.
      • Pfarr N.
      • Engel J.
      • Untch M.
      • Schrodi S.
      • et al.
      Therapy response and prognosis of patients with early breast cancer with low positivity for hormone receptors – an analysis of 2765 patients from neoadjuvant clinical trials.
      ], and this datum demonstrates 40% of BRCA1-related cancers to have RS > 30, compared to 10% in cases of sporadic tumours. This proves interesting finding when viewed in the context of previous studies: A recent meta-analysis of 47,000 patients highlighted that BRCA1 carriers have increased propensity of developing cancer of the triple negative breast cancer (TNBC) molecular phenotype, compared to BRCA2 carriers (OR 3.292, 95% CI 2.773–3.909) and patients with sporadic disease (OR 8.889, 95% CI 6.925–11.410) [
      • Chen H.
      • Wu J.
      • Zhang Z.
      • Tang Y.
      • Li X.
      • Liu S.
      • et al.
      Association between BRCA status and triple-negative breast cancer: a meta-analysis.
      ]. Thus, BRCA mutations are likely to be associated with high RS (given the aforementioned algorithm used to generate RS), with multiple studies demonstrating germline mutations at BRCA1 (chromosome 17q21) increasing patient susceptibility to developing ER− tumours [
      • Foulkes W.D.
      • Metcalfe K.
      • Sun P.
      • Hanna W.M.
      • Lynch H.T.
      • Ghadirian P.
      • et al.
      Estrogen receptor status in BRCA1- and BRCA2-related breast cancer: the influence of age, grade, and histological type.
      ]. These previous studies support the findings in the current analysis. Furthermore, dysregulation of BRCA1 is thought to inhibit ER-alpha (ER-a) transcriptional activity [
      • Fan S.
      • Ma Y.X.
      • Wang C.
      • Yuan R.-Q.
      • Meng Q.
      • Wang J.-A.
      • et al.
      p300 modulates the BRCA1 inhibition of estrogen receptor activity.
      ,
      • Fan S.
      • Wang J.
      • Yuan R.
      • Ma Y.
      • Meng Q.
      • Erdos M.R.
      • et al.
      BRCA1 inhibition of estrogen receptor signaling in transfected cells.
      ], leading to an increased propensity of ER− tumours within BRCA1 mutation carriers. Moreover, PgR signalling is reduced in the setting of BRCA1 [
      • Ma Y.
      • Katiyar P.
      • Jones L.P.
      • Fan S.
      • Zhang Y.
      • Furth P.A.
      • et al.
      The breast cancer susceptibility gene BRCA1 regulates progesterone receptor signaling in mammary epithelial cells.
      ]: PgR is representative biomarker of ER-a signalling, making it somewhat unsurprising that high-risk RS is increasingly common in the setting of BRCA1 germline mutations. The data from the current analysis validate these hypotheses, with BRCA mutation carriers demonstrating increased mean RS, as well as an increased proportion of high-risk RS.
      This meta-analysis correlates increased RS and tumour grade to BRCA mutation status. Although at present there is uncertainty in estimating overall prognoses for BRCA carriers [
      • Schmidt M.K.
      • van den Broek A.J.
      • Tollenaar R.A.E.M.
      • Smit V.T.H.B.M.
      • Westenend P.J.
      • Brinkhuis M.
      • et al.
      Breast cancer survival of BRCA1/BRCA2 mutation carriers in a hospital-based cohort of young women.
      ], some may consider these results linking RS, grade and BRCA status unsurprising, as hereditary breast carcinoma has been previously associated with the development of aggressive clinicopathological features [
      • Honrado E.
      • Benítez J.
      • Palacios J.
      The pathology of hereditary breast cancer.
      ]. Histopathological tumour grading is a compositive scoring system which incorporates the degree of nuclear pleomorphism, mitotic indices and tubular formation within cancer cells, all of which are contributary to proliferation determined within the RS signature [
      • Flanagan M.B.
      • Dabbs D.J.
      • Brufsky A.M.
      • Beriwal S.
      • Bhargava R.
      Histopathologic variables predict Oncotype DX recurrence score.
      ]. Amalgamated data from these three parameters provide convincing prognostic and clinical implications [
      • Garne J.P.
      • Aspegren K.
      • Linell F.
      • Rank F.
      • Ranstam J.
      Primary prognostic factors in invasive breast cancer with special reference to ductal carcinoma and histologic malignancy grade.
      ,
      • Henson D.E.
      • Ries L.
      • Freedman L.S.
      • Carriaga M.
      Relationship among outcome, stage of disease, and histologic grade for 22,616 cases of breast cancer. The basis for a prognostic index.
      ], validating their inclusion in the 21-gene signature: BRCA1 mutation carriers have the tendency to develop poorly differentiated cancers, due to higher nuclear pleomorphism, higher mitotic indices and less tubular formation, when compared to age-matched sporadic breast cancer controls (66–84% in BRCA1 versus 21–36% in sporadic tumours) [
      Pathology of familial breast cancer: differences between breast cancers in carriers of BRCA1 or BRCA2 mutations and sporadic cases. Breast Cancer Linkage Consortium.
      ,
      • Palacios J.
      • Honrado E.
      • Osorio A.
      • Cazorla A.
      • Sarrió D.
      • Barroso A.
      • et al.
      Immunohistochemical characteristics defined by tissue microarray of hereditary breast cancer not attributable to BRCA1 or BRCA2 mutations: differences from breast carcinomas arising in BRCA1 and BRCA2 mutation carriers.
      ]. Similarly, BRCA 2 mutations cause an increased tendency to develop high grade, with the vast majority demonstrating grade II–III disease due to similar nuclear pleomorphism and mitotic indices to sporadic tumours with less associated tubular formation (41–57% in BRCA2) [
      Pathology of familial breast cancer: differences between breast cancers in carriers of BRCA1 or BRCA2 mutations and sporadic cases. Breast Cancer Linkage Consortium.
      ,
      • Palacios J.
      • Honrado E.
      • Osorio A.
      • Cazorla A.
      • Sarrió D.
      • Barroso A.
      • et al.
      Immunohistochemical characteristics defined by tissue microarray of hereditary breast cancer not attributable to BRCA1 or BRCA2 mutations: differences from breast carcinomas arising in BRCA1 and BRCA2 mutation carriers.
      ]. While our results conform with the expectancies of increased tumour grade in HBOCS, the current analysis further develops the discussion to encompass increased RS testing within ER+ disease with germline BRCA mutation, as not previously demonstrated through analyses of large volume data.
      In the current analysis, 10.9% of all patients with tumours with RS > 30 were diagnosed in BRCA mutation carriers (48/442). This suggests the possibility of an increased penetrance of potentially undiagnosed BRCA mutations in patients with ER+/HER2− tumours, which subsequently will be stratified to be RS > 30 following genomic testing after cancer diagnosis. Overall, the total patient cohort included in this study represent a typical distribution of expected RS for patients diagnosed with early-stage ER+ disease [
      • Paik S.
      • Shak S.
      • Tang G.
      • Kim C.
      • Baker J.
      • Cronin M.
      • et al.
      A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.
      ,
      • Davey M.G.
      • Ryan É.J.
      • Abd Elwahab S.
      • Elliott J.A.
      • McAnena P.F.
      • Sweeney K.J.
      • et al.
      Clinicopathological correlates, oncological impact, and validation of oncotype DXTM in a European Tertiary referral Centre.
      ,
      • Crolley V.E.
      • Marashi H.
      • Rawther S.
      • Sirohi B.
      • Parton M.
      • Graham J.
      • et al.
      The impact of Oncotype DX breast cancer assay results on clinical practice: a UK experience.
      ], providing a fair representation of anticipated scores for this cohort. This poses the question as to how these results may be clinically extrapolated into the population, as to ensure patients may be better served in prospective practice: Perhaps the expansion of indications for routine genetic screening of this cohort for breast cancer susceptibility may be warranted, with the aforementioned criteria (i.e., ER+/HER2− breast cancers with RS > 30) being incorporated into novel indications for genetic testing in order to capture the 10% with potentially underlying genetic mutations. Although this meta-analysis illustrates the underlying risk of patients with RS > 30 to possess a hereditary predisposition to breast cancer (i.e., BRCA1 and BRCA2 germline mutations), this is supported through recent data published by the Breast Cancer Association Consortium highlighting the relevance genetic mutations in the quantification of breast cancer risk [
      Breast cancer risk genes — association analysis in more than 113,000 women.
      ].
      This meta-analysis suffers from a number of limitations: All data were collated from retrospective cohort studies indicating moderate levels of evidence. The authors acknowledge that patients harbouring BRCA1 mutations typically display the TNBC phenotype, limiting the clinical utility of this datum for a share of BRCA carriers. Furthermore, the current analysis only included 333 patients with BRCA mutations (7.8%), albeit proportional and consistent with previously published rates of BRCA mutations among breast cancer diagnoses [
      • Stevens K.N.
      • Vachon C.M.
      • Couch F.J.
      Genetic susceptibility to triple-negative breast cancer.
      ]. The seminal TAILORx [
      • Sparano J.A.
      • Gray R.J.
      • Makower D.F.
      • Pritchard K.I.
      • Albain K.S.
      • Hayes D.F.
      • et al.
      Adjuvant chemotherapy guided by a 21-gene expression assay in breast cancer.
      ] and RxPONDER (SWOG S1077) [
      • Kalinsky K.
      • Barlow W.E.
      • Meric-Bernstam F.
      • Gralow J.R.
      • Albain K.S.
      • Hayes D.
      • et al.
      First results from a phase III randomized clinical trial of standard adjuvant endocrine therapy (ET) +/- chemotherapy (CT) in patients (pts) with 1-3 positive nodes, hormone receptor-positive (HR+) and HER2-negative (HER2-) breast cancer (BC) with recurrence score (RS) < 25: SWOG S1007 (RxPonder).
      ] trials have moved away from traditional RS cut-offs as outlined by Paik et al. [
      • Paik S.
      • Shak S.
      • Tang G.
      • Kim C.
      • Baker J.
      • Cronin M.
      • et al.
      A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.
      ], limiting the conclusions which may be drawn from this analysis. In spite of these limitations, the authors wish to reiterate that this analysis is the largest providing real-world data in relation to genomic testing within the context of ER+ disease in BRCA mutations carriers.
      In conclusion, this systematic review and meta-analysis of current evidence illustrates increased RS among patients with known germline BRCA mutations when compared to patients developing sporadic ER+/HER2− early breast cancer. The current study offers insights with respect to anticipated genomic testing results for patients with BRCA germline mutations and subsequently develop early-stage ER+ breast cancer, which highlights the potential to expand genetic testing indications to encompass those deemed high risk following genomic substratification.

      Author contribution statement

      MGD generated the initial concept, performed review of the literature and data extraction from relevant studies, performed relevant statistical analyses and prepared and redrafted the manuscript for submission to journal.
      VR performed review of the literature and data extraction from relevant studies, prepared and revised redrafts of manuscript and reviewed the final draft prior to submission.
      AJL provided supervision of other authors during the early phases of the study, provided corrections to drafts of manuscript and reviewed final draft prior to submission.
      MJK generated the initial concept, provided supervision of other authors during the early phases of the study, arbitrated discrepancies in opinion regarding study relevance and inclusion, provided corrections to drafts of manuscript and reviewed final draft prior to submission.

      Funding

      MGD received stipend funding from the National Breast Cancer Research Institute, Ireland. VR received stipend funding from Precision Oncology Ireland, which is part-funded by the Science Foundation Ireland Strategic Partnership Programme, under grant number 18/SPP/3522.

      Conflict of interest statement

      None declared.

      Appendix ASupplementary data

      The following is the Supplementary data to this article:

      References

        • DeSantis C.E.
        • Ma J.
        • Goding Sauer A.
        • Newman L.A.
        • Jemal A.
        Breast cancer statistics, 2017, racial disparity in mortality by state.
        CA: A Cancer J Clin. 2017; 67: 439-448
        • Valencia O.M.
        • Samuel S.E.
        • Viscusi R.K.
        • Riall T.S.
        • Neumayer L.A.
        • Aziz H.
        The role of genetic testing in patients with breast cancer: a review.
        JAMA Surg. 2017; 152: 589-594
        • Shiovitz S.
        • Korde L.A.
        Genetics of breast cancer: a topic in evolution.
        Ann Oncol: official Eur J Soc Med Oncol. 2015; 26: 1291-1299
        • Mavaddat N.
        • Barrowdale D.
        • Andrulis I.L.
        • Domchek S.M.
        • Eccles D.
        • Nevanlinna H.
        • et al.
        Pathology of breast and ovarian cancers among BRCA1 and BRCA2 mutation carriers: results from the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA).
        Cancer Epidemiol Biomarkers Prev. 2012; 21: 134-147
        • Goodwin P.J.
        • Phillips K.A.
        • West D.W.
        • Ennis M.
        • Hopper J.L.
        • John E.M.
        • et al.
        Breast cancer prognosis in BRCA1 and BRCA2 mutation carriers: an International Prospective Breast Cancer Family Registry population-based cohort study.
        J Clin Oncol. 2012; 30: 19-26
        • Tung N.
        • Wang Y.
        • Collins L.C.
        • Kaplan J.
        • Li H.
        • Gelman R.
        • et al.
        Estrogen receptor positive breast cancers in BRCA1 mutation carriers: clinical risk factors and pathologic features.
        Breast Cancer Res. 2010; 12: R12
        • Balmaña J.
        • Díez O.
        • Rubio I.T.
        • Cardoso F.
        BRCA in breast cancer: ESMO clinical practice guidelines.
        Ann Oncol. 2011; 22: vi31-vi34
        • Vocka M.
        • Zimovjanova M.
        • Bielcikova Z.
        • Tesarova P.
        • Petruzelka L.
        • Mateju M.
        • et al.
        Estrogen receptor status oppositely modifies breast cancer prognosis in BRCA1/BRCA2 mutation carriers versus non-carriers.
        Cancers. 2019; 11: 738
        • Arun B.
        • Bayraktar S.
        • Liu D.D.
        • Gutierrez Barrera A.M.
        • Atchley D.
        • Pusztai L.
        • et al.
        Response to neoadjuvant systemic therapy for breast cancer in BRCA mutation carriers and noncarriers: a single-institution experience.
        J Clin Oncol. 2011; 29: 3739-3746
        • Tian T.
        • Shan L.
        • Yang W.
        • Zhou X.
        • Shui R.
        Evaluation of the BRCAness phenotype and its correlations with clinicopathological features in triple-negative breast cancers.
        Hum Pathol. 2019; 84: 231-238
        • Davey M.G.
        • Davey C.M.
        • Ryan É J.
        • Lowery A.J.
        • Kerin M.J.
        Combined breast conservation therapy versus mastectomy for BRCA mutation carriers - a systematic review and meta-analysis.
        Breast. 2021; 56: 26-34
        • Balic M.
        • Thomssen C.
        • Würstlein R.
        • Gnant M.
        • Harbeck N.
        St. Gallen/vienna 2019: A brief summary of the consensus discussion on the optimal primary breast cancer treatment.
        Breast Care. 2019; 14: 103-110
        • Mazo C.
        • Barron S.
        • Mooney C.
        • Gallagher W.M.
        Multi-gene prognostic signatures and prediction of pathological complete response to neoadjuvant chemotherapy in ER-positive, HER2-negative breast cancer patients.
        Cancers (Basel). 2020; 12
        • Paik S.
        • Shak S.
        • Tang G.
        • Kim C.
        • Baker J.
        • Cronin M.
        • et al.
        A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer.
        N Engl J Med. 2004; 351: 2817-2826
        • Davey M.G.
        • Ryan É.J.
        • Abd Elwahab S.
        • Elliott J.A.
        • McAnena P.F.
        • Sweeney K.J.
        • et al.
        Clinicopathological correlates, oncological impact, and validation of oncotype DXTM in a European Tertiary referral Centre.
        Breast J. 2021; 27: 521-528https://doi.org/10.1111/tbj.14217
        • Davey M.G.
        • Ryan É J.
        • McAnena P.F.
        • Boland M.R.
        • Barry M.K.
        • Sweeney K.J.
        • et al.
        Disease recurrence and oncological outcome of patients treated surgically with curative intent for estrogen receptor positive, lymph node negative breast cancer.
        Surg Oncol. 2021; 37: 101531
        • Narod S.A.
        • Metcalfe K.
        • Lynch H.T.
        • Ghadirian P.
        • Robidoux A.
        • Tung N.
        • et al.
        Should all BRCA1 mutation carriers with stage I breast cancer receive chemotherapy?.
        Breast Cancer Res Treat. 2013; 138: 273-279
        • Moher D.
        • Liberati A.
        • Tetzlaff J.
        • Altman D.G.
        Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement.
        BMJ. 2009; 339: b2535
        • Stroup D.F.
        • Berlin J.A.
        • Morton S.C.
        • Olkin I.
        • Williamson G.D.
        • Rennie D.
        • et al.
        Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis of Observational Studies in Epidemiology (MOOSE) group.
        Jama. 2000; 283: 2008-2012
        • Hammond M.E.
        • Hayes D.F.
        • Dowsett M.
        • Allred D.C.
        • Hagerty K.L.
        • Badve S.
        • et al.
        American Society of Clinical Oncology/College of American Pathologists guideline recommendations for immunohistochemical testing of estrogen and progesterone receptors in breast cancer (unabridged version).
        Arch Pathol Lab Med. 2010; 134: e48-72
        • Wolff A.C.
        • Hammond M.E.H.
        • Allison K.H.
        • Harvey B.E.
        • Mangu P.B.
        • Bartlett J.M.S.
        • et al.
        Human epidermal growth factor receptor 2 testing in breast cancer: American society of Clinical oncology/College of American Pathologists clinical practice guideline focused update.
        Arch Pathol Lab Med. 2018; 142: 1364-1382
        • Stang A.
        Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses.
        Eur J Epidemiol. 2010; 25: 603-605
        • Blanter J.
        • Zimmerman B.
        • Tharakan S.
        • Ru M.
        • Cascetta K.
        • Tiersten A.
        BRCA mutation association with recurrence score and discordance in a large oncotype database.
        Oncology. 2020; 98: 248-251
        • Casasanta N.
        • Kipnis S.T.
        • Linville L.
        • Lipinski S.
        • Knoedler A.
        • Marino A.
        • et al.
        Relationship between hereditary cancer syndromes and oncotype DX recurrence score.
        Clin Breast Cancer. 2020; 20: 125-130
        • Halpern N.
        • Sonnenblick A.
        • Uziely B.
        • Divinsky L.
        • Goldberg Y.
        • Hamburger T.
        • et al.
        Oncotype Dx recurrence score among BRCA1/2 germline mutation carriers with hormone receptors positive breast cancer.
        Int J Cancer. 2017; 140: 2145-2149
        • Lewin R.
        • Sulkes A.
        • Shochat T.
        • Tsoref D.
        • Rizel S.
        • Liebermann N.
        • et al.
        Oncotype-DX recurrence score distribution in breast cancer patients with BRCA1/2 mutations.
        Breast Cancer Res Treat. 2016; 157: 511-516
        • Shah P.D.
        • Patil S.
        • Dickler M.N.
        • Offit K.
        • Hudis C.A.
        • Robson M.E.
        Twenty-one-gene recurrence score assay in BRCA-associated versus sporadic breast cancers: differences based on germline mutation status.
        Cancer. 2016; 122: 1178-1184
        • Villegas S.L.
        • Nekljudova V.
        • Pfarr N.
        • Engel J.
        • Untch M.
        • Schrodi S.
        • et al.
        Therapy response and prognosis of patients with early breast cancer with low positivity for hormone receptors – an analysis of 2765 patients from neoadjuvant clinical trials.
        Eur J Cancer. 2021; 148: 159-170
        • Chen H.
        • Wu J.
        • Zhang Z.
        • Tang Y.
        • Li X.
        • Liu S.
        • et al.
        Association between BRCA status and triple-negative breast cancer: a meta-analysis.
        Front Pharmacol. 2018; 9: 909
        • Foulkes W.D.
        • Metcalfe K.
        • Sun P.
        • Hanna W.M.
        • Lynch H.T.
        • Ghadirian P.
        • et al.
        Estrogen receptor status in BRCA1- and BRCA2-related breast cancer: the influence of age, grade, and histological type.
        Clin Cancer Res. 2004; 10: 2029-2034
        • Fan S.
        • Ma Y.X.
        • Wang C.
        • Yuan R.-Q.
        • Meng Q.
        • Wang J.-A.
        • et al.
        p300 modulates the BRCA1 inhibition of estrogen receptor activity.
        Cancer Res. 2002; 62: 141
        • Fan S.
        • Wang J.
        • Yuan R.
        • Ma Y.
        • Meng Q.
        • Erdos M.R.
        • et al.
        BRCA1 inhibition of estrogen receptor signaling in transfected cells.
        Science. 1999; 284: 1354-1356
        • Ma Y.
        • Katiyar P.
        • Jones L.P.
        • Fan S.
        • Zhang Y.
        • Furth P.A.
        • et al.
        The breast cancer susceptibility gene BRCA1 regulates progesterone receptor signaling in mammary epithelial cells.
        Mol Endocrinol. 2006; 20: 14-34
        • Schmidt M.K.
        • van den Broek A.J.
        • Tollenaar R.A.E.M.
        • Smit V.T.H.B.M.
        • Westenend P.J.
        • Brinkhuis M.
        • et al.
        Breast cancer survival of BRCA1/BRCA2 mutation carriers in a hospital-based cohort of young women.
        JNCI: J Nat Cancer Inst. 2017; 109
        • Honrado E.
        • Benítez J.
        • Palacios J.
        The pathology of hereditary breast cancer.
        Hered Cancer Clin Pract. 2004; 2: 131-138
        • Flanagan M.B.
        • Dabbs D.J.
        • Brufsky A.M.
        • Beriwal S.
        • Bhargava R.
        Histopathologic variables predict Oncotype DX recurrence score.
        Mod Pathol. 2008; 21: 1255-1261
        • Garne J.P.
        • Aspegren K.
        • Linell F.
        • Rank F.
        • Ranstam J.
        Primary prognostic factors in invasive breast cancer with special reference to ductal carcinoma and histologic malignancy grade.
        Cancer. 1994; 73: 1438-1448
        • Henson D.E.
        • Ries L.
        • Freedman L.S.
        • Carriaga M.
        Relationship among outcome, stage of disease, and histologic grade for 22,616 cases of breast cancer. The basis for a prognostic index.
        Cancer. 1991; 68: 2142-2149
      1. Pathology of familial breast cancer: differences between breast cancers in carriers of BRCA1 or BRCA2 mutations and sporadic cases. Breast Cancer Linkage Consortium.
        Lancet. 1997; 349: 1505-1510
        • Palacios J.
        • Honrado E.
        • Osorio A.
        • Cazorla A.
        • Sarrió D.
        • Barroso A.
        • et al.
        Immunohistochemical characteristics defined by tissue microarray of hereditary breast cancer not attributable to BRCA1 or BRCA2 mutations: differences from breast carcinomas arising in BRCA1 and BRCA2 mutation carriers.
        Clin Canc Res. 2003; 9: 3606-3614
        • Crolley V.E.
        • Marashi H.
        • Rawther S.
        • Sirohi B.
        • Parton M.
        • Graham J.
        • et al.
        The impact of Oncotype DX breast cancer assay results on clinical practice: a UK experience.
        Breast Cancer Res Treat. 2020; 180: 809-817
      2. Breast cancer risk genes — association analysis in more than 113,000 women.
        N Engl J Med. 2021; 384: 428-439
        • Stevens K.N.
        • Vachon C.M.
        • Couch F.J.
        Genetic susceptibility to triple-negative breast cancer.
        Cancer Res. 2013; 73: 2025-2030
        • Sparano J.A.
        • Gray R.J.
        • Makower D.F.
        • Pritchard K.I.
        • Albain K.S.
        • Hayes D.F.
        • et al.
        Adjuvant chemotherapy guided by a 21-gene expression assay in breast cancer.
        N Engl J Med. 2018; 379: 111-121
        • Kalinsky K.
        • Barlow W.E.
        • Meric-Bernstam F.
        • Gralow J.R.
        • Albain K.S.
        • Hayes D.
        • et al.
        First results from a phase III randomized clinical trial of standard adjuvant endocrine therapy (ET) +/- chemotherapy (CT) in patients (pts) with 1-3 positive nodes, hormone receptor-positive (HR+) and HER2-negative (HER2-) breast cancer (BC) with recurrence score (RS) < 25: SWOG S1007 (RxPonder).
        Cancer Res. 2021;