ABSTRACT
BACKGROUND: Medical image analysis has evolved to facilitate the development of methods for high-throughput extraction of quantitative features that can potentially contribute to the diagnostic and treatment paradigm of cancer. There is a need for further improvement in the accuracy of predictive markers of response to neo-adjuvant chemotherapy (NAC). The aim of this study was to develop a radiomic classifier to enhance current approaches to predicting the response to NAC breast cancer. METHODS: Data on patients treated for breast cancer with NAC prior to surgery who had a pre-NAC dynamic contrast enhanced breast MRI were included. Response to NAC was assessed using the Miller-Payne system on the excised tumor. Tumor segmentation was carried out manually under the supervision of a consultant breast radiologist. Features were selected using least absolute shrinkage selection operator regression. A support vector machine learning model was used to classify response to NAC. RESULTS: 74 patients were included. Patients were classified as having a poor response to NAC (reduction in cellularity < 90%, n = 44) and an excellent response (> 90% reduction in cellularity, n = 30). 4 radiomics features (discretized kurtosis, NGDLM contrast, GLZLM_SZE and GLZLM_ZP) were identified as pertinent predictors of response to NAC. A SVM model using these features stratified patients into poor and excellent response groups producing an AUC of 0.75. Addition of estrogen receptor status improved the accuracy of the model with an AUC of 0.811. CONCLUSION: This study identified a radiomic classifier incorporating 4 radiomics features to augment subtype based classification of response to NAC in breast cancer.
Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Neoadjuvant Therapy/methods , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast/diagnostic imaging , Breast/surgery , Breast/pathology , Magnetic Resonance Imaging/methods , Retrospective StudiesABSTRACT
Oncotype DX™ (ODX) score estimates prognosis and predicts breast cancer recurrence. It also individualizes patient adjuvant chemotherapy prescription in breast cancer. This assay relies on genetic and molecular markers; the clinicopathological phenotype of which are tested routinely. The aim of this study was determine whether clinicopathological and immunohistochemical information predicts ODX recurrence score (RS). Secondly, to assess the impact on adjuvant chemotherapy (AC) and oncological outcome of ODX testing in patients in a European tertiary referral center. Estrogen receptor positive (ER+), human epidermal growth factor receptor-2 negative (HER2-), lymph node negative (LN-), and female breast cancer patients with ODX testing performed between 2007 and 2015 were categorized into low- (<11), intermediate- (11-25), and high-risk (>25) groups. Clinicopathological and immunohistochemical correlates of RS were determined. Predictors of RS were assessed using binary logistic regression. Oncological outcome was assessed using Kaplan-Meier and Cox regression analyses. ODX was performed in 400 consecutive ER+LN- patients. Median follow-up was 74.1 months (3.0-144.4). Low grade (odds ratio [OR]:2.39; 95% confidence interval [CI]:1.04-5.51, p = 0.041) independently predicted low ODX, while high grade (OR:2.04; 95% CI: 1.19-3.49, p = 0.009) and reduced progesterone receptor (PgR) expression (OR: 2.57, 95% CI: 1.42-4.65, p = 0.002) independently predicted high ODX. Omission of AC in intermediate- (p = 0.159) and high-risk (p = 0.702) groups did not negatively impact survival. In conclusion, tumor grade independently predicts low and high RS, while PgR negativity predicts high RS. ODX reduced AC prescription without compromising oncological outcome.
Subject(s)
Breast Neoplasms , Biomarkers, Tumor/genetics , Breast , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Chemotherapy, Adjuvant , Female , Humans , Neoplasm Recurrence, Local , Prognosis , Tertiary Care CentersABSTRACT
PURPOSE: Tumour budding (TB) is an adverse histological feature in many epithelial cancers. It is thought to represent epithelial-mesenchymal transition, a key step in the metastatic process. The significance of TB in breast carcinoma (BC) remains unclear. The aim of this study is to investigate the relationship between TB and other histological and molecular features of BC. METHODS: A systematic search was performed to identify studies that compared features of BC based on the presence or absence of high-grade TB. Dichotomous variables were pooled as odds ratios (OR) using the Der Simonian-Laird method. Quality assessment of the included studies was performed using the Newcastle-Ottawa scale (NOS). RESULTS: Seven studies with a total of 1040 patients (high-grade TB n = 519, 49.9%; low-grade/absent TB n = 521, 50.1%) were included. A moderate to high risk of bias was noted. The median NOS was 7 (range 6-8). High-grade TB was significantly associated with lymph node metastasis (OR 2.32, 95% c.i. 1.77 to 3.03, P < 0.001) and lymphovascular invasion (OR 3.08, 95% c.i. 2.13 to 4.47, P < 0.001). With regard to molecular subtypes, there was an increased likelihood of high-grade TB in oestrogen (OR 1.66, 95% c.i. 1.21 to 2.29, P = 0.002) and progesterone receptor-positive (OR 1.48, 95% c.i. 1.09 to 2.02, P = 0.01) tumours. In contrast, triple-negative breast cancer had a reduced incidence of high-grade TB (OR 0.46, 95% c.i. 0.30 to 0.72, P = 0.0006). CONCLUSION: High-grade TB is enriched in hormone receptor-positive BC and is associated with known adverse prognostic variables. TB may offer new insights into the metastatic process of BC.
Subject(s)
Breast Neoplasms , Triple Negative Breast Neoplasms , Breast Neoplasms/epidemiology , Breast Neoplasms/genetics , Epithelial-Mesenchymal Transition , Female , Humans , Lymphatic Metastasis , PrognosisABSTRACT
Google Trends is reflective of international awareness. Since its launch in 2004, there have been several landmark publications, international awareness campaigns, and mainstream-media events that involve breast cancer. The aim of this study was to assess the impact of landmark academic publications vs mainstream-media announcements in driving online breast cancer activity via Google Trends. Ten breast cancer-related themes or landmark publications (five academic publications and five media-related events) were used to compare the impact of online search activity. This activity was determined by retrospectively analyzing Google Trends data over a 12-year period (2004-2016) and calculating the relative search volume. Breast cancer searches showed a slight decrease in the twelve-year period. Since 2004, eight of top 10 Breast Cancer searches were in October. This coincides with breast cancer awareness month. The major five academic publications were all published in the New England Journal of Medicine or the Lancet. Interestingly, only one publication (Tailor-X trial) made the top 10 spikes in relative search volume. Academic publications as expected generate lower rates of public awareness and Internet searching. However, if academic publications are coupled with media releases, there is considerable potential for achieving increased public awareness.
Subject(s)
Breast Neoplasms , Internet/statistics & numerical data , Search Engine/statistics & numerical data , Breast Neoplasms/diagnosis , Breast Neoplasms/prevention & control , Breast Neoplasms/therapy , Female , Humans , Information Seeking Behavior , Mass Media , Periodicals as TopicABSTRACT
There has been a substantial increase in ambulatory day-case breast surgery in recent decades. This has been largely due to improvements in anesthetic procedures and pre-emptive analgesia. Thoracic paravertebral blockade (TPVB) is increasing in popularity, though concerns over iatrogenic injury remain, especially pneumothorax. The purpose of this study was to conduct a review of the incidence of pneumothorax following TPVB prior to breast surgery. Data from of a consecutive series of patients having TPVB prior to breast surgery between 2009 and 2014 were reviewed. TPVB were used prior to unilateral and bilateral procedures. Medical records were retrospectively assessed for any complication including pleural punctures, pneumothorax, hypotension, bradycardia as well as signs and symptoms of local anesthetic toxicity. 1152 patients underwent a total of 1322 TPVB injections (982 unilateral and 340 bilateral). Clinically significant hypotension and/or bradycardia occurred in 26 patients (2.2%). Two patients (0.17%) had a suspected toxicity from the local anesthetic. Incidence of pleural puncture was 0.6% (n=9) and pneumothorax 0.26% (n=3). All pneumothoraxes were managed conservatively. There was no statistical difference in complication rates in those that had unilateral vs bilateral TPVB or those that had ultrasound guidance (P=.09). Good pre-emptive analgesia is pertinent to prevent acute postoperative pain. TPVB have been shown to be successful in reducing rescue analgesia. This study shows TPVB is a well-tolerated procedure, with a low associated incidence of iatrogenic injury and complication.
Subject(s)
Anesthesia, Local/adverse effects , Breast/surgery , Nerve Block/adverse effects , Pain, Postoperative/therapy , Pneumothorax/etiology , Adolescent , Adult , Aged , Aged, 80 and over , Ambulatory Surgical Procedures/methods , Female , Humans , Middle Aged , Nerve Block/methods , Retrospective Studies , Thorax , Young AdultABSTRACT
INTRODUCTION: Increasing evidence suggests that molecular subtype influences locoregional recurrence (LRR) of breast cancer. Previous systematic reviews that evaluated the quantitative influence of subtype on LRR predated the use of Trastuzumab. This study assessed the impact of subtype on LRR in a contemporary treatment era. METHODS: A comprehensive search for all published studies assessing LRR according to breast cancer subtype was performed. Only studies with patients treated with Trastuzumab were included. Relevant data were extracted from each study for systematic review. Primary outcome was LRR related to breast cancer subtype. RESULTS: In total, 11,219 patients were identified from seven studies. Overall LRR rate was 3.44%. The lowest LRR rates were in luminal A (1.7%), and the highest rates were in triple-negative (7.4%) subtypes. There were significantly lower risks of LRR in patients with luminal A subtype compared with luminal B [odds ratio (OR) 0.54, 95% confidence interval (CI) 0.38-0.76; p < 0.0004], HER2/neu-overexpressing (OR 0.32, 95% CI 0.24-0.45; p < 0.0001) and triple-negative breast cancers (OR 0.25, 95% CI 0.19-0.32; p < 0.0001). There were significant differences in LRR between the luminal B and HER2/neu-overexpressing breast cancers (OR 0.61, 95% CI 0.41-0.89; p = 0.0145). The reduced risk in HER2/neu overexpressing compared with triple-negative breast cancers approached statistical significance (OR 0.75, 95% CI 0.55-1.03; p = 0.0933). CONCLUSIONS: Significant variations in LRR occur across breast cancer subtypes, with lowest rates in luminal cancers and highest rates in triple-negative breast cancers. Low levels of LRR highlight advances in breast cancer management in the contemporary era.
Subject(s)
Breast Neoplasms/pathology , Mastectomy , Neoplasm Recurrence, Local/pathology , Receptor, ErbB-2/metabolism , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Trastuzumab/therapeutic use , Antineoplastic Agents, Immunological/therapeutic use , Breast Neoplasms/classification , Breast Neoplasms/metabolism , Breast Neoplasms/therapy , Female , Follow-Up Studies , Humans , Neoplasm Recurrence, Local/metabolism , Neoplasm Recurrence, Local/therapy , Prognosis , Triple Negative Breast Neoplasms/metabolism , Triple Negative Breast Neoplasms/pathology , Triple Negative Breast Neoplasms/therapyABSTRACT
Breast cancer is the most frequently diagnosed malignancy amongst females worldwide. In recent years the management of this disease has transformed considerably, including the administration of chemotherapy in the neoadjuvant setting. Aside from increasing rates of breast conserving surgery and enabling surgery via tumour burden reduction, use of chemotherapy in the neoadjuvant setting allows monitoring of in vivo tumour response to chemotherapeutics. Currently, there is no effective means of identifying chemotherapeutic responders from non-responders. Whilst some patients achieve complete pathological response (pCR) to chemotherapy, a good prognostic index, a proportion of patients derive little or no benefit, being exposed to the deleterious effects of systemic treatment without any knowledge of whether they will receive benefit. The identification of predictive and prognostic biomarkers could confer multiple benefits in this setting, specifically the individualization of breast cancer management and more effective administration of chemotherapeutics. In addition, biomarkers could potentially expedite the identification of novel chemotherapeutic agents or increase their efficacy. Micro-RNAs (miRNAs) are small non-coding RNA molecules. With their tissue-specific expression, correlation with clinicopathological prognostic indices and known dysregulation in breast cancer, miRNAs have quickly become an important avenue in the search for novel breast cancer biomarkers. We provide a brief history of breast cancer chemotherapeutics and explore the emerging field of circulating (blood-borne) miRNAs as breast cancer biomarkers for the neoadjuvant treatment of breast cancer. Established molecular markers of breast cancer are outlined, while the potential role of circulating miRNAs as chemotherapeutic response predictors, prognosticators or potential therapeutic targets is discussed.
Subject(s)
Biomarkers, Tumor/blood , Breast Neoplasms/blood , Breast Neoplasms/drug therapy , MicroRNAs/blood , Breast Neoplasms/pathology , Drug Resistance, Neoplasm/genetics , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , MicroRNAs/biosynthesis , Neoadjuvant TherapyABSTRACT
Genome-wide association studies have identified novel breast cancer susceptibility loci at 12q24 (rs1292011), 12p11 (rs10771399) and 21q21 (rs2823093). The aim of our study was to investigate the prevalence of variants at these three loci in an Irish sample, and to examine the association between these variants and breast cancer in this cohort. DNA was extracted from the blood or buccal swabs of Irish patients with breast cancer (cases), as well as from healthy Irish female controls. Genotyping was performed for each target using a Taqman-based platform. Data were analysed using IBM Statistical Package for the Social Sciences version 22. Genotyping was performed on samples from 1,267 patients with breast cancer and 841 cancer-free controls. The per-allele odds ratio associated with the minor allele at 12p11 was found to be 0.67 (0.54-0.81, p < 0.001). Genotype-specific odds ratios showed an allele dosage effect with odds ratio of 0.76 (0.6-0.95) for heterozygotes, and 0.23 (0.1-0.51) for rare homozygotes. Minor allele frequencies of the variants at 12q24 and 21q21 did not differ significantly between cases or controls. All three investigated variants were identified in the Irish population. The polymorphism rs10771399 was strongly associated with breast cancer risk in this cohort, and was shown to be associated with reduced odds ratio for all molecular subtypes.
Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease , Genetics, Population , Genome-Wide Association Study , Adult , Aged , Breast Neoplasms/epidemiology , Breast Neoplasms/pathology , Chromosomes, Human, Pair 12/genetics , Female , Gene Frequency , Genotype , Homozygote , Humans , Middle Aged , Risk FactorsABSTRACT
INTRODUCTION: Invasive lobular carcinoma (ILC) contributes significantly to the global cancer burden and is the most common of the histological "special types" of breast cancer. ILC has unique features setting it apart from the more common invasive ductal carcinoma (IDC). Despite differences, treatment algorithms do not consider histological differences. AIM: To determine the differences in treatment and outcomes of ILC relative to IDC in a strict case-matched cohort study at a tertiary referral, specialist, breast cancer center. METHODS: All Estrogen receptor positive (ER+) ILCs from 1999 to 2015 were matched for; age, tumor size, grade, PR/HER2 status, nodal stage and metastases with ER+ IDCs from the same period. Surgical and systemic treatments were assessed along with overall (OS) and disease-free survival (DFS). RESULTS: 762 cases in total were analyzed (1:1 matching; ILC:IDC). ILC cases were more often treated with mastectomy (37.5% vs. 28.6%, P .009) and those who received breast conserving surgery (BCS) more often had an incomplete resection (30.2% vs. 19.6%, P .01). IDC were more often treated with NACT (5.5% vs. 14.4%, P < .001). Mean DFS were similar between ILC and IDC; 148.3 vs. 141.4 months (P .112) but OS was significantly longer in the ILC group; 165.7 vs. 134 months (P .002). This trend was consistent among the subset of patients undergoing BCS. For ILC undergoing BCS, mean DFS was 129.8 vs. 128.3 months for IDC (P .418) and OS was 155.4 and 110.7 months respectively (P < .001). Incomplete resection at the time of index surgery did not alter the disease free or overall survival in either the ILC or IDC patients to a level that reached statistical significance. CONCLUSION: In this cohort study, the strict matching of ILC and IDCs for a number of prognostic indicators, demonstrates the impact of lobular histology with a clarity not previously observed. ILCs have comparable survival outcomes to patients with IDC but at the expense of more extensive index and revisional surgery. There is a need for awareness of these facts among surgeons and patients for optimal treatment prioritization and provision.
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Axillary nodal status is an inherent part of prognostic tools such as the Nottingham Prognostic Index (NPI). Literature suggests that nodal ratio is a stronger predictive parameter than the total number of positive nodes sampled. Studies also note improved survival in node-negative patients with a larger proportion of nodes excised. The aim of this study was to assess disease-free survival (DFS) comparing the number of negative and positive nodes excised and nodal ratio as the predictive parameters. Consecutive axillary lymph node dissections (ALND) were analyzed over a 25-year period. Data were analyzed using Cox Regression and Kaplan-Meier survival curves. Eight hundred and forty-nine ALNDs were identified, with 327 positive ALNDs and 268 node negative ALNDs incorporated in the study following exclusions. A prognostic index based on nodal ratio was devised and applied retrospectively to 327 positive ALNDs prior to 2002. This index was then prospectively validated in 116 consecutive positive ALNDs from 2002 to 2005. In node negative ALNDs, no significant difference in DFS was noted in patients having ≥ 10 nodes, or having ≥ 14 nodes removed. In node-positive patients, nodal ratio was a stronger predictor of DFS than total positive nodes excised. A prognostic index incorporating nodal ratio more accurately predicts survival than the NPI in node-positive patients as assessed in both a retrospective and a prospective patient cohort. Prognostic indices incorporating nodal ratio may prove more accurate than the current NPI. The extent of ALND did not impact survival in node-negative patients.
Subject(s)
Breast Neoplasms/mortality , Breast Neoplasms/pathology , Lymph Nodes/pathology , Neoplasm Recurrence, Local/pathology , Axilla/pathology , Breast Neoplasms/therapy , Cohort Studies , Disease-Free Survival , Female , Humans , Kaplan-Meier Estimate , Lymph Node Excision , Lymph Nodes/surgery , Lymphatic Metastasis/pathology , Middle Aged , Neoplasm Recurrence, Local/therapy , Predictive Value of Tests , Prognosis , Proportional Hazards Models , Reproducibility of Results , Retrospective StudiesABSTRACT
In the Republic of Ireland (ROI), BRCA1/BRCA2 genetic testing has been traditionally undertaken in eligible individuals, after pre-test counselling by a Clinical Geneticist/Genetic Counsellor. Clinical Genetics services in ROI are poorly resourced, with routine waiting times for appointments at the time of this pilot often extending beyond a year. The consequent prolonged waiting times are unacceptable where therapeutic decision-making depends on the patient's BRCA status. "Mainstreaming" BRCA1/BRCA2 testing through routine oncology/surgical clinics has been implemented successfully in other centres in the UK and internationally. We aimed to pilot this pathway in three Irish tertiary centres. A service evaluation project was undertaken over a 6-month period between January and July 2017. Eligible patients, fulfilling pathology and age-based inclusion criteria defined by TGL clinical, were identified, and offered constitutional BRCA1/BRCA2 testing after pre-test counselling by treating clinicians. Tests were undertaken by TGL Clinical. Results were returned to clinicians by secure email. Onward referrals of patients with uncertain/pathogenic results, or suspicious family histories, to Clinical Genetics were made by the treating team. Surveys assessing patient and clinician satisfaction were sent to participating clinicians and a sample of participating patients. Data was collected with respect to diagnostic yield, turnaround time, onward referral rates, and patient and clinician feedback. A total of 101 patients underwent diagnostic germline BRCA1/BRCA2 tests through this pathway. Pathogenic variants were identified in 12 patients (12%). All patients in whom variants were identified were appropriately referred to Clinical Genetics. At least 12 additional patients with uninformative BRCA1/BRCA2 tests were also referred for formal assessment by Clinical Geneticist or Genetic Counsellor. Issues were noted in terms of time pressures and communication of results to patients. Results from a representative sample of participants completing the satisfaction survey indicated that the pathway was acceptable to patients and clinicians. Mainstreaming of constitutional BRCA1/BRCA2 testing guided by age- and pathology-based criteria is potentially feasible for patients with breast cancer as well as patients with ovarian cancer in Ireland.
Subject(s)
Breast Neoplasms , Ovarian Neoplasms , Humans , Female , Genetic Testing , Pilot Projects , Ireland , Feasibility Studies , BRCA2 Protein/genetics , BRCA1 Protein/genetics , Ovarian Neoplasms/diagnosis , Ovarian Neoplasms/genetics , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Genetic Predisposition to Disease , Germ-Line MutationABSTRACT
Molecular subtyping confirms that breast cancer comprises at least four genetically distinct entities based on the expression of specific genes including estrogen receptor (ER), progesterone receptor (PR), and HER2/neu receptor. The quantitative influence of subtype on ipsilateral locoregional recurrence (LRR) is unknown. The aim of this study was to systematically appraise the influence of breast cancer subtype on LRR following breast conserving therapy (BCT) and mastectomy. A comprehensive search for studies examining outcomes after BCT and/or mastectomy according to breast cancer subtype was performed using Medline and cross-referencing available data. Reviews of each study were conducted and data extracted to perform meta-analysis. Primary outcome was LRR related to breast cancer subtype. A total of 12,592 breast cancer patients who underwent either BCT (n = 7,174) or mastectomy (n = 5,418) were identified from 15 studies. Patients with luminal subtype tumors (ER/PR +ve) had a lower risk of LRR than both triple-negative (RR 0.38; 95% CI 0.23-0.61); and HER2/neu-overexpressing (RR 0.34; 95% CI 0.26-0.45) tumors following BCT. Luminal tumors were also less likely to develop LRR than HER2/neu-overexpressing (OR 0.69; 95% CI 0.54-0.89) or triple-negative tumors (OR 0.61; 95% CI 0.46-0.79) after mastectomy. HER2/neu-overexpressing tumors have increased risk of LRR compared to triple-negative tumors (RR 1.44; 95% CI 1.06-1.95) following BCT but there was no difference in LRR between HER2/neu-overexpressing and triple-negative tumors following mastectomy (RR 0.91; 95% CI 0.68-1.22). Luminal tumors exhibit the lowest rates of LRR. Patients with triple-negative and HER2/neu-overexpressing breast tumors are at increased risk of developing LRR following BCT or mastectomy. Breast cancer subtype should be taken into account when considering local control and identifies those at increased risk of LRR, who may benefit from more aggressive local treatment.
Subject(s)
Breast Neoplasms/classification , Neoplasm Recurrence, Local , Receptor, ErbB-2/metabolism , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Breast Neoplasms/metabolism , Breast Neoplasms/surgery , Female , Humans , Mastectomy , RiskABSTRACT
INTRODUCTION: Traditionally, Nottingham prognostic index (NPI) informed prognosis in patients with estrogen receptor positive, human epidermal growth factor receptor-2 negative, node negative (ER+/HER2-/LN-) breast cancer. At present, OncotypeDX© Recurrence Score (RS) predicts prognosis and response to adjuvant chemotherapy (AC). AIMS: To compare NPI and RS for estimating prognosis in ER + breast cancer. METHODS: Consecutive patients with ER+/HER2-/LN- disease were included. Disease-free (DFS) and overall survival (OS) were determined using Kaplan-Meier and Cox regression analyses. RESULTS: 1471 patients met inclusion criteria. The mean follow-up was 110.7months. NPI was calculable for 1382 patients: 19.8% had NPI≤2.4 (291/1471), 33.0% had NPI 2.41-3.4 (486/1471), 30.0% had NPI 3.41-4.4 (441/1471), 10.9% had NPI 4.41-5.4 (160/1471), and 0.3% had NPI>5.4 (4/1471). In total, 329 patients underwent RS (mean RS: 18.7) and 82.1% had RS < 25 (270/329) and 17.9% had RS ≥ 25 (59/329). Using multivariable Cox regression analyses (n = 1382), NPI independently predicted DFS (Hazard ratio (HR): 1.357, 95% confidence interval (CI): 1.140-1.616, P < 0.001) and OS (HR: 1.003, 95% CI: 1.001-1.006, P = 0.024). When performing a focused analysis of those who underwent both NPI and RS (n = 329), neither biomarker predicted DFS or OS. Using Kaplan Meier analyses, NPI category predicted DFS (P = 0.008) and (P = 0.026) OS. Conversely, 21-gene RS group failed to predict DFS (P = 0.187) and OS (P = 0.296). CONCLUSION: In our focused analysis, neither NPI nor RS predicted survival outcomes. However, in the entire series, NPI independently predicted both DFS and OS. On the 40th anniversary since its derivation, NPI continues to provide accurate prognostication in breast cancer, outperforming RS in the current study.
Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Prognosis , Receptors, Estrogen/metabolism , Proportional Hazards Models , Kaplan-Meier Estimate , Receptor, ErbB-2ABSTRACT
Background: OncotypeDX Recurrence Score© (RS) is a commercially available 21-gene expression assay which estimates prognosis and guides chemoendocrine prescription in early-stage estrogen-receptor positive, human epidermal growth factor receptor-2-negative (ER+/HER2−) breast cancer. Limitations of RS testing include the cost and turnaround time of several weeks. Aim: Our aim is to develop a user-friendly surrogate nomogram capable of predicting RS. Methods: Multivariable linear regression analyses were performed to determine predictors of RS and RS > 25. Receiver operating characteristic analysis produced an area under the curve (AUC) for each model, with training and test sets were composed of 70.3% (n = 315) and 29.7% (n = 133). A dynamic, user-friendly nomogram was built to predict RS using R (version 4.0.3). Results: 448 consecutive patients who underwent RS testing were included (median age: 58 years). Using multivariable regression analyses, postmenopausal status (ß-Coefficient: 0.25, 95% confidence intervals (CIs): 0.03−0.48, p = 0.028), grade 3 disease (ß-Coefficient: 0.28, 95% CIs: 0.03−0.52, p = 0.026), and estrogen receptor (ER) score (ß-Coefficient: −0.14, 95% CIs: −0.22−−0.06, p = 0.001) all independently predicted RS, with AUC of 0.719. Using multivariable regression analyses, grade 3 disease (odds ratio (OR): 5.67, 95% CIs: 1.32−40.00, p = 0.037), decreased ER score (OR: 1.33, 95% CIs: 1.02−1.66, p = 0.050) and decreased progesterone receptor score (OR: 1.16, 95% CIs: 1.06−1.25, p = 0.002) all independently predicted RS > 25, with AUC of 0.740 for the static and dynamic online nomogram model. Conclusions: This study designed and validated an online user-friendly nomogram from routinely available clinicopathological parameters capable of predicting outcomes of the 21-gene RS expression assay.
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BACKGROUND: We aimed to investigate the prevalence and predictors of Complementary and Alternative Medicine (CAM) use among cancer patients and non-cancer volunteers, and to assess the knowledge of and attitudes toward CAM use in oncology among health care professionals. METHODS: This is a cross-sectional questionnaire survey conducted in a single institution in Ireland. Survey was performed in outpatient and inpatient settings involving cancer patients and non-cancer volunteers. Clinicians and allied health care professionals were asked to complete a different questionnaire. RESULTS: In 676 participants including 219 cancer patients; 301 non-cancer volunteers and 156 health care professionals, the overall prevalence of CAM use was 32.5% (29.1%, 30.9% and 39.7% respectively in the three study cohorts). Female gender (p < 0.001), younger age (p = 0.004), higher educational background (p < 0.001), higher annual household income (p = 0.001), private health insurance (p = 0.001) and non-Christian (p < 0.001) were factors associated with more likely CAM use. Multivariate analysis identified female gender (p < 0.001), non-Christian (p = 0.001) and private health insurance (p = 0.015) as independent predictors of CAM use. Most health care professionals thought they did not have adequate knowledge (58.8%) nor were up to date with the best evidence (79.2%) on CAM use in oncology. Health care professionals who used CAM were more likely to recommend it to patients (p < 0.001). CONCLUSIONS: This study demonstrates a similarly high prevalence of CAM use among oncology health care professionals, cancer and non cancer patients. Patients are more likely to disclose CAM usage if they are specifically asked. Health care professionals are interested to learn more about various CAM therapies and have poor evidence-based knowledge on specific oncology treatments. There is a need for further training to meet to the escalation of CAM use among patients and to raise awareness of potential benefits and risks associated with these therapies.
Subject(s)
Complementary Therapies/statistics & numerical data , Neoplasms/therapy , Adult , Aged , Attitude of Health Personnel , Complementary Therapies/trends , Cross-Sectional Studies , Female , Health Knowledge, Attitudes, Practice , Humans , Male , Middle Aged , Patient Acceptance of Health Care/statistics & numerical data , Risk Assessment , Surveys and QuestionnairesABSTRACT
BACKGROUND: This work aimed to assess the effects of the annual breast cancer awareness campaign on internet search activity, and to compare these effects with those of similar campaigns in prostate and lung cancer. We further aimed to assess overall levels of online activity relating to all three neoplasms between 2004 and 2009. METHODS: Google Insights for Search was employed to examine search trends for the term "breast cancer", across all Google domains between January 2004 and December 2009 (6 years). Search trends for both "prostate cancer" and "lung cancer" across all domains were also analysed for the same period, and these trends were compared with those for "breast cancer". Repeated measures ANOVA and Tukey post-hoc analyses were performed to assess for significant differences in activity. RESULTS: Increased levels of online activity relating to breast cancer are consistently generated each October. There is a significantly higher level of background activity in breast cancer compared with that in lung or prostate cancer (p < 0.001), and the October campaign stimulates online activity more effectively than equivalent campaigns for these other malignancies (p < 0.001). CONCLUSIONS: The annual breast cancer awareness campaign is proving effective in stimulating online activity and may hold useful lessons for other cancer awareness initiatives.
Subject(s)
Breast Neoplasms/psychology , Health Knowledge, Attitudes, Practice , Internet , Lung Neoplasms/psychology , Prostatic Neoplasms/psychology , Breast Neoplasms/epidemiology , Female , Humans , Lung Neoplasms/epidemiology , Male , Periodicity , Prostatic Neoplasms/epidemiologyABSTRACT
BACKGROUND: The debate continues as to whether younger women who present with breast cancer have a more aggressive form of disease and a worse prognosis. The objectives of this study were to determine the incidence of breast cancer in women under 40 years old and to analyse the clinicopathological characteristics and outcome compared to an older patient cohort. METHODS: Data was acquired from a review of charts and the prospectively reviewed GUH Department of Surgery database. Included in the study were 276 women diagnosed with breast cancer under the age of forty and 2869 women over forty. For survival analysis each women less than 40 was matched with two women over forty for both disease stage and grade. RESULTS: The proportion of women diagnosed with breast cancer under the age of forty in our cohort was 8.8%. In comparison to their older counterparts, those under forty had a higher tumour grade (p = 0.044) and stage (p = 0.046), a lower incidence of lobular tumours (p < 0.001), higher estrogen receptor negativity (p < 0.001) and higher HER2 over-expression (p = 0.002); there was no statistical difference as regards tumour size (p = 0.477). There was no significant difference in overall survival (OS) for both groups; and factors like tumour size (p = 0.026), invasion (p = 0.026) and histological type (p = 0.027), PR (p = 0.031) and HER2 (p = 0.002) status and treatment received were independent predictors of OS CONCLUSION: Breast cancer in younger women has distinct histopathological characteristics; however, this does not result in a reduced survival in this population.
Subject(s)
Breast Neoplasms/epidemiology , Adult , Age Factors , Aged , Aged, 80 and over , Breast Neoplasms/diagnosis , Cohort Studies , Female , Humans , Kaplan-Meier Estimate , Middle Aged , Neoplasm Recurrence, Local/epidemiology , Prognosis , Proportional Hazards Models , Prospective StudiesABSTRACT
BACKGROUND: Human epidermal growth factor receptor-2 (HER2) is overexpressed in 20-25% of breast cancers. Complete eradication of disease following neoadjuvant therapies and chemotherapy has been referred to as pathological complete response (pCR). AIMS: To determine clinicopathological predictors of pCR to neoadjuvant therapies and to evaluate pCR as a surrogate to enhanced survival. METHODS: Consecutive female patients with HER2 positive (HER+) breast cancer managed surgically in a single institution between 2005 and 2015 were included. Descriptive statistics and binary logistic regression were used to determine predictors of pCR. Appraisal of pCR as a predictor of survival was performed using Kaplan-Meier curves and Cox regression analysis. RESULTS: 451 patients were included with a mean age of 56.6 ± 13.4 years (range 23-95). Disease-free (DFS) and overall survival (OS) was 82.3% (371/451) and 82.6% (376/451) respectively with a median follow-up of 108.0 months (range 3-184.0). 118 were treated in the neoadjuvant setting (26.2%): tumour size <50 mm (Odds Ratio (OR): 12.156, P = 0.023) and progesterone receptor negativity (OR: 2.762, P = 0.008) independently predicted breast pCR, while ductal carcinoma (OR: 3.203, P = 0.030) and grade 3 disease (OR: 2.788, P = 0.018) predicted axillary pCR. Both breast and axillary pCR predicted enhanced DFS (Hazard Ratio (HR): 0.470 & HR: 0.449) and OS (HR: 0.383 & HR: 0.307). Axillary pCR independently predicted improved OS (HR: 0.326). CONCLUSION: pCR is sensitive biomarker and surrogate to survival outcomes in HER2+ breast cancer. Patients likely to achieve pCR may be predicted from traditional clinicopathological characteristics and molecular parameters.
Subject(s)
Breast Neoplasms , Carcinoma, Ductal, Breast , Receptor, ErbB-2 , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols , Breast Neoplasms/drug therapy , Carcinoma, Ductal, Breast/drug therapy , Disease-Free Survival , Female , Humans , Middle Aged , Neoadjuvant Therapy , Prognosis , Retrospective Studies , Young AdultABSTRACT
NTRODUCTION: Breast cancer is the most common form of cancer among women, with an estimated 194,280 new cases diagnosed in the United States in 2009 alone. The primary aim of this work was to provide an in-depth evaluation of research yield in breast cancer from 1945 to 2008, using large-scale data analysis, the employment of bibliometric indicators of production and quality, and density-equalizing mapping. METHODS: Data were retrieved from the Web of Science (WOS) Science Citation Expanded database; this was searched using the Boolean operator, 'OR', with different terms related to breast cancer, including "breast cancer", "mammary ductal carcinoma" and "breast tumour". Data were then extracted from each file, transferred to Excel charts and visualised as diagrams. Mapping was performed as described by Groneberg-Kloft et al. in 2008. RESULTS: A total of 180,126 breast cancer-associated items were produced over the study period; these had been cited 4,136,224 times. The United States returned the greatest level of output (n = 77,101), followed by the UK (n = 18,357) and Germany (n = 12,529). International cooperation peaked in 2008, with 3,127 entries produced as a result; relationships between the United States and other countries formed the basis for the 10 most common forms of bilateral cooperation. Publications from nations with high levels of international cooperation were associated with greater average citation rates. A total of 4,096 journals published at least one item on breast cancer, although the top 50 most prolific titles together accounted for over 43% (77,517/180,126) of the total output. CONCLUSIONS: Breast cancer-associated research output continues to increase annually. In an era when bibliometric indicators are increasingly being employed in performance assessment, these findings should provide useful information for those tasked with improving that performance.
Subject(s)
Bibliometrics , Biomedical Research/statistics & numerical data , Breast Neoplasms , Biomedical Research/history , Biomedical Research/trends , Breast Neoplasms/history , Carcinoma, Ductal, Breast/history , Databases, Bibliographic , Female , History, 20th Century , History, 21st Century , Humans , Publishing/history , Publishing/statistics & numerical dataABSTRACT
OBJECTIVE: The development of clinically validated biomarkers for cancer has remained an insurmountable task despite other advances in the field of cancer molecular biology. Mi(cro)RNAs have many characteristics of an ideal biomarker most notably their inherent stability and resilience. Recent blood-based miRNA profiling studies, reporting their presence in serum and plasma, have generated the concept that circulating miRNAs hold much potential as novel noninvasive biomarkers for cancer and other disease processes. The objective of this study was to investigate the potential of circulating microRNAs as novel breast cancer biomarkers. METHODS: Using a novel approach to extract miRNAs from the circulation followed by real-time quantitative polymerase chain reaction analysis, levels of a panel of 7 candidate miRNAs were quantified in tissue and blood specimens of 148 patients with breast cancer and 44 age-matched and disease free control individuals. RESULTS: We report that cancer-specific miRNAs were detected and significantly altered in the circulation of breast cancer patients, and that increased systemic miR-195 levels in breast cancer patients were reflected in breast tumors. Furthermore, we identified that circulating levels of miR-195 and let-7a decreased in cancer patients postoperatively, to levels comparable with control subjects, following curative tumor resection. Finally, we found that specific circulating miRNAs correlated with certain clinicopathological variables, namely nodal status and estrogen receptor status. CONCLUSION: These findings suggest that systemic miRNAs have potential use as novel breast cancer biomarkers and may prove useful in clinical management during the perioperative period.