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Mathematical models are not the be-all and end-all for breast cancer risk assessment [Meeting Abstract]
Schnabel, F; Chun, J; Schwartz, S; Guth, A; Axelrod, D; Shapiro, R; Hiotis, K; Smith, J
Purpose: Well-established risk factors for breast cancer include family history (FH), BRCA mutations and biopsies with atypical hyperplasia (AH) or lobular carcinoma in situ (LCIS). Several mathematical models, including the Gail and Tyrer-Cuzick models, have been developed to quantify a patient's risk for developing breast cancer. These models all differ in the list of variables and risk factors that are included in risk calculations. As a result, there is no single model that best estimates the risk for all high risk patients. The purpose of this study is to examine the application of the Gail and Tyrer-Cuzick models in a contemporary cohort of women who are enrolled in a comprehensive high-risk breast cancer database. Methods: The institutional High Risk Breast Cancer Consortium (HRBCC) was established in January 2011. Patients who were at high risk for developing breast cancer based on family history (maternal and paternal), BRCA mutations, AH and LCIS were eligible to enroll in the database. The following variables were included in this analysis: age, family history, genetic testing results, reproductive history, AH, LCIS, Gail and Tyrer-Cuzick scores, risk reduction strategies, and outcomes. All clinical data are obtained from detailed questionnaires filled out by patients who consent to the database studies and from a review of electronic medical records. Descriptive statistics were performed. Results: A total of 604 women were enrolled between 1/2011-2/2016. The median age was 51 years (range 20-87). The majority of women were Caucasian (83%). 52% had a strong FH, 13% were BRCA1 and 2 positive, 48% had AH, and 22% had LCIS. 47% of patients in our high risk program were not eligible for Gail model analysis (age <35 years, BRCA mutation carriers, history of LCIS). Only one patient was not eligible for Tyrer-Cuzick model calculation based on age >84 years. For patients who were eligible for Gail model analysis, 26 (8%) women did not meet criteria (5-year risk >=1.7%) for being designated as high risk for breast cancer. 34 (6%) of our patients did not have Tyrer- Cuzick scores over 20% (criterion for high risk). Notably, majority of the patients (69%) who were not defined as high-risk based on Gail scores >=1.7% or Tyrer-Cuzick scores >=20%, had a strong family history of breast cancer. Only 14 (2%) patients developed breast cancer during our study period, and the majority (93%) of the cancers were early stage (stage 0, I). Conclusions: Our institutional high-risk database includes women who are at high risk based on well-established risk factors for developing breast cancer (FH, BRCA mutations, AH, LCIS). Current mathematical models including the Gail and Tyrer-Cuzick models did not capture the increased risk of breast cancer in 8% of our population. While the models are helpful, in clinical practice they are not necessarily the be-all and end-all. Using heuristic risk factors is more time efficient and comprehensive risk assessment allows the clinicians and patients to better understand risk. Identifying patients as high risk and enrolling them in a high-risk database and program allow us to capture long term follow up, recommend surveillance for early detection, and better understand the effectiveness of different risk reduction and management strategies for this population
EMBASE:619084294
ISSN: 1055-9965
CID: 2777742
Post-lumpectomy radiation therapy for DCIS: A single-institution's experience [Meeting Abstract]
Dubrovsky, E; Gerber, N; Lowe, S; Brodsky, A; Chun, J; Schwartz, S; Guth, A; Axelrod, D; Shapiro, R; Schnabel, F
Background/Objective: In a time when clinicians are attempting to identify a cohort of patients with ductal carcinoma in situ (DCIS) who will benefit most from post-lumpectomy radiation therapy (RT), tools have been developed to quantify patients' risk for in-breast recurrence. These tools have not yet been integrated into standard use. At our institution, the recommendation for RT after lumpectomy for DCIS is guided by established clinicopathologic factors and reviewed by a multi-disciplinary group. The purpose of this study was to compare the clinicopathologic characteristics and outcomes of postlumpectomy DCIS patients with and without RT at our institution. Methods: The Institutional Breast Cancer Database was queried for all women who were diagnosed with DCIS from 2010-2016. Variables included age, method of presentation, risk factors, tumor and treatment characteristics, and ipsilateral breast tumor recurrence (IBTR). Statistical analyses included Pearson's Chi Square and Fisher's Exact Tests. Results: Of 480 women with pure DCIS and no prior history of breast cancer, 350 (73%) underwent lumpectomy. The median follow-up was 4 years, and median age was 60 years. Two hundred thirty-six (67%) women underwent RT following lumpectomy. Compared to women who did not undergo RT, these women were younger (p=0.003), had larger tumor size (p=0.0008), higher grade (p=0.0006), and comedo features (p=0.03). Women who underwent post-lumpectomy RT had an IBTR rate of 2% vs. 4% (p=0.32) with no RT. The 10 patients with early IBTR in both groups were younger (median age 54 years), and all had intermediate- or high-grade DCIS. Of the 114 patients who did not undergo adjuvant RT, 70 (61%) met the RTOG 9804 criteria for omission of adjuvant RT. Of the 44 patients who did not receive adjuvant RT and did not meet RTOG 9804 criteria, 20 declined RT, and 24 were not referred. Conclusions: Within a relatively short follow-up period, we found a very low overall rate (3%) of IBTR for our patients who underwent lumpectomy for DCIS. These results are consistent with previously published trials on post-lumpectomy RT in DCIS. RT at our institution is recommended based on wellestablished clinicopathologic factors and multidisciplinary care. Considering the low recurrence rates, we recommend continuing the current trend of using published criteria and multidisciplinary review. It remains to be seen to what extent the newly developed recurrence tools, such as Oncotype DX Breast DCIS ScoreTM, will improve upon these short-term recurrence rates
EMBASE:616338099
ISSN: 1534-4681
CID: 2583902
The Relationship of Race, Oncotype DX, and Ki67 in a Population Highly Screened For Breast Cancer
Guth, Amber A; Chun Kim, Jennifer; Schwartz, Shira; Montes, Jennifer; Snyder, Rebecca Akiko; Axelrod, Deborah; Schnabel, Freya
Oncotype DX recurrence score (ODX) can predict risk of invasive breast cancer recurrence and benefit of chemotherapy. Literature is limited on the relationship of ODX and race in women with hormone receptor positive and node negative/positive disease. Our study examines the relationship between race and clinical characteristics within a population of highly screened women with newly diagnosed breast cancer. The institutional Breast Cancer Database was queried for patients with newly diagnosed breast cancer between January2010 and March2015. We analyzed clinical and tumor characteristics including ODX. Statistical analyses included Pearson's Chi-Square and Fisher's Exact Tests. There were 2,092 women in our study cohort. The majority had college-level education (84%), regular screening (78%), and clinical breast exams (88%). The majority had invasive ductal carcinoma (IDC) (62%), early stage (0, I, II) tumors (93%), ER+ (84%), PR+ (71%), Her2 negative (86%), and node negative disease (83%). There was a significantly higher proportion of later stage disease among African-Americans (p = 0.001) and Asians (p = 0.006) and more triple negative breast cancers among African-Americans (p < 0.0001). A majority of patients had a low ODX (56%). While ODX was not different among the race categories (p = 0.97), there were significant racial differences in Ki-67 (p < 0.0001). In a population of highly screened women, differences were found between races regarding tumor histology. No statistical difference between race and ODX was noted, but there were racial differences in Ki67. Therefore we recommend that further research be focused on refining management algorithms by ethnicity.
PMID: 28299888
ISSN: 1524-4741
CID: 2488712
Determining the breast tumor margin through genomics of the cancer-stromal interaction [Meeting Abstract]
Dhage, S; Ernlund, A; Wang, J; Axelrod, D; Berman, R; Roses, D; Schneider, R
ISI:000397999001213
ISSN: 1538-7445
CID: 2529392
Influence of hormone replacement therapy following bilateral salpingo-oophorectomy on mammographic breast density in women newly diagnosed with breast cancer [Meeting Abstract]
Pivo, S; Schwartz, S; Chun, J; Guth, A; Axelrod, D; Shapiro, R; Schnabel, F
ISI:000397999001078
ISSN: 1538-7445
CID: 2529372
DCIS on core-needle biopsy with no residual disease at surgery [Meeting Abstract]
Gerber, N; Lowe, S; Brodsky, A; Kurz, E; Marmer, M; Chun, J; Schwartz, S; Shapiro, R; Axelrod, D; Guth, A; Schnabel, F
Introduction: The treatment of ductal carcinoma in situ (DCIS) remains controversial, and treatment approaches include surgery, post-lumpectomy radiation therapy (RT), and/or hormonal therapy for prevention of recurrent disease. These decisions may be particularly difficult for patients with minimal disease. There is a dearth of information regarding patients who have been diagnosed with DCIS on core-needle biopsy (CNB) who have no residual disease in the area at surgery. The purpose of this study was to explore the frequency of this presentation and short-term outcomes in these patients. Methods: Our institutional Breast Cancer Database was queried for all women who were diagnosed with pure DCIS from 2010-2016. Variables included age, method of presentation, risk factors, tumor characteristics and outcomes. Statistical analyses included Pearson's Chi Square and Fisher's Exact Tests. Results: Out of a total of 548 patients with pure DCIS, 55 (10%) had DCIS on CNB alone with no residual in the surgical specimen. The median age was 55 years (range 36-83). Of the patients with DCIS on CNB alone, 6 (11%) were treated with mastectomies. 14 (25%) had lumpectomy and RT, while 35 (64%) had lumpectomy without RT. The median follow up was 4 years. There were three ipsilateral recurrences in women who were treated by lumpectomy alone. One of these recurrences was invasive carcinoma, and the other two were recurrent pure DCIS. None of the patients who recurred had taken hormonal therapy. There were no contralateral second primaries detected in the study period in this cohort. Conclusions: Despite the minimal extent of disease exhibited in these cases, 3 of 35 patients with DCIS on CNB with no residual disease at surgery and no RT had ipsilateral recurrence at a median follow up of 4 years. These data suggest that even minimal DCIS represents a significant risk of recurrence to the patient. Additional information provided by genomic analysis may better stratify the risk for recurrence in this group and help identify the population that would most benefit from post-lumpectomy RT
EMBASE:617746281
ISSN: 1534-4681
CID: 2671422
Clinical Characteristics in Patients with Triple Negative Breast Cancer
Yeh, Janet; Chun, Jennifer; Schwartz, Shira; Wang, Annie; Kern, Elizabeth; Guth, Amber A; Axelrod, Deborah; Shapiro, Richard; Schnabel, Freya
PURPOSE: The purpose of this study was to compare and contrast the clinical characteristics of the triple negative breast cancer (TNBC) and non-TNBC patients, with a particular focus on genetic susceptibility and risk factors prior to diagnosis. METHODS: Our institutional database was queried for all patients diagnosed with invasive breast cancer between January 2010 and May 2016. RESULTS: Out of a total of 1964 patients, 190 (10%) patients had TNBC. The median age for both TNBC and non-TNBC was 59 years. There was a significantly higher proportion of African American and Asian patients with TNBC (p = 0.0003) compared to patients with non-TNBC. BRCA1 and BRCA2 were significantly associated with TNBC (p < 0.0001, p = 0.0007). A prior history of breast cancer was significantly associated with TNBC (p = 0.0003). There was no relationship observed between TNBC and a history of chemoprevention or patients who had a history of AH or LCIS. CONCLUSIONS: We found that having Asian ancestry, a prior history of breast cancer, and a BRCA1 or BRCA2 mutation all appear to be positively associated with TNBC. In order to develop more effective treatments, better surveillance, and improved prevention strategies, it is necessary to improve our understanding of the population at risk for TNBC.
PMCID:5585655
PMID: 28912973
ISSN: 2090-3170
CID: 2701342
Precision assessment of heterogeneity of lymphedema phenotype, genotypes and risk prediction
Fu, Mei R; Conley, Yvette P; Axelrod, Deborah; Guth, Amber A; Yu, Gary; Fletcher, Jason; Zagzag, David
Lymphedema following breast cancer surgery is considered to be mainly due to the mechanical injury from surgery. Recent research identified that inflammation-infection and obesity may be the important predictors for lymphedema. The purpose of this exploratory research was to prospectively examine phenotype of arm lymphedema defined by limb volume and lymphedema symptoms in relation to inflammatory genes in women treated for breast cancer. A prospective, descriptive and repeated-measure design using candidate gene association method was used to enroll 140 women at pre-surgery and followed at 4-8 weeks and 12 months post-surgery. Arm lymphedema was determined by a perometer measurement of >/=5% limb volume increase from baseline of pre-surgery. Lymphedema symptom phenotype was evaluated using a reliable and valid instrument. Saliva samples were collected for DNA extraction. Genes known for inflammation were evaluated, including lymphatic specific growth factors (VEGF-C & VEGF-D), cytokines (IL1-a, IL-4, IL6, IL8, IL10, & IL13), and tumor necrosis factor-a (TNF-a). No significant associations were found between arm lymphedema phenotype and any inflammatory genetic variations. IL1-a rs17561 was marginally associated with symptom count phenotype of >/=8 symptoms. IL-4 rs2070874 was significantly associated with phenotype of impaired limb mobility and fluid accumulation. Phenotype of fluid accumulation was significantly associated with IL6 rs1800795, IL4 rs2243250 and IL4 rs2070874. Phenotype of discomfort was significantly associated with VEGF-C rs3775203 and IL13 rs1800925. Precision assessment of heterogeneity of lymphedema phenotype and understanding the biological mechanism of each phenotype through the exploration of inherited genetic susceptibility is essential for finding a cure. Further exploration of investigative intervention in the context of genotype and gene expressions would advance our understanding of heterogeneity of lymphedema phenotype.
PMCID:5014618
PMID: 27460425
ISSN: 1532-3080
CID: 2191512
Usability and feasibility of health IT interventions to enhance Self-Care for Lymphedema Symptom Management in breast cancer survivors
Fu, Mei R; Axelrod, Deborah; Guth, Amber A; Wang, Yao; Scagliola, Joan; Hiotis, Karen; Rampertaap, Kavita; El-Shammaa, Nardin
PURPOSE: The-Optimal-Lymph-Flow health IT system (TOLF) is a patient-centered, web-and-mobile-based educational and behavioral health IT system focusing on safe, innovative, and pragmatic self-care strategies for lymphedema symptom management. The purpose of this study was to evaluate usability, feasibility, and acceptability of TOLF among the end-user of breast cancer survivors. METHODS: Two types of usability testing were completed with 30 breast cancer survivors: heuristic evaluation and end-user testing. Each participant was asked to think aloud while completing a set of specified tasks designed to explicate and freely explore the system features. A heuristic evaluation checklist, the Perceived Ease of Use and Usefulness Questionnaire, and The Post Study System Usability Questionnaire were used to evaluate usability of the system. Open-ended questions were used to gather qualitative data. Quantitative data were analyzed using descriptive statistics and qualitative data were summarized thematically. RESULTS: Breast cancer survivors were very satisfied with the system: 90% (n = 27) rated the system having no usability problems; 10% (n = 3) noted minor cosmetic problems: spelling errors or text font size. The majority of participants 96.6% (n = 29) strongly agreed that the system was easy to use and effective in helping to learn about lymphedema, symptoms and self-care strategies. Themes from the qualitative data included empowerment, high quality information, loving avatar simulation videos, easy accessibility, and user-friendliness. CONCLUSIONS: This usability study provided evidence on breast cancer survivor's acceptance and highly positive evaluation of TOLF's usability as well as feasibility of using technologically-driven delivery model to enhance self-care strategies for lymphedema symptom management.
PMCID:5328240
PMID: 28255542
ISSN: 2214-7829
CID: 2471592
mHealth self-care interventions: managing symptoms following breast cancer treatment
Fu, Mei R; Axelrod, Deborah; Guth, Amber A; Rampertaap, Kavita; El-Shammaa, Nardin; Hiotis, Karen; Scagliola, Joan; Yu, Gary; Wang, Yao
BACKGROUND: Many women suffer from daily distressing symptoms related to lymphedema following breast cancer treatment. Lymphedema, an abnormal accumulation of lymph fluid in the ipsilateral body area or upper limb, remains an ongoing major health problem affecting more than 40% of 3.1 million breast cancer survivors in the United States. Patient-centered care related to lymphedema symptom management is often inadequately addressed in clinical research and practice. mHealth plays a significant role in improving self-care, patient-clinician communication, and access to health information. The-Optimal-Lymph-Flow health IT system (TOLF) is a patient-centered, web-and-mobile-based educational and behavioral mHealth interventions focusing on safe, innovative, and pragmatic electronic assessment and self-care strategies for lymphedema symptom management. The purpose of this paper is to describe the development and test of TOLF system. METHODS: The development of TOLF was guided by the Model of Self-Care for Lymphedema Symptom Management and designed based on principles fostering accessibility, convenience, and efficiency of mHealth system to enhance training and motivating assessment of and self-care for lymphedema symptoms. Test of TOLF was accomplished by conducting a psychometric study to evaluate reliability, validity, and efficiency of the electronic version of Breast Cancer and Lymphedema Symptom Experience Index (BCLE-SEI), a usability testing and a pilot feasibility testing of mHealth self-care interventions. RESULTS: Findings from the psychometric study with 355 breast cancer survivors demonstrated high internal consistency of the electronic version of the instrument: a Cronbach's alpha coefficient of 0.959 for the total scale, 0.919 for symptom occurrence, and 0.946 for symptom distress. Discriminant validity of the instrument was supported by a significant difference in symptom occurrence (z=-6.938, P<0.000), symptom distress (z=-5.894, P<0.000), and total scale (z=-6.547, P<0.000) between breast cancer survivors with lymphedema and those without it. Findings of usability testing showed that breast cancer survivors were very satisfied with the mHealth self-care interventions: 90% rated the system having no usability problems; 10% noted minor cosmetic problems: spelling errors or text font size. The majority of participants 96.6% strongly agreed that the system was easy to use and effective in helping to learn about lymphedema, symptoms and self-care strategies. Feasibility testing demonstrated that a 12-week one group intervention using TOLF had significantly positive effects on less pain (P=0.031), less soreness (P=0.021), less aching (P=0.024), less tenderness (P=0.039), fewer numbers of lymphedema symptoms (P=0.003), and improved symptom distress (P=0.000) at 12 weeks after intervention. Themes from the qualitative data included empowerment, high quality information, loving avatar simulation videos, easy accessibility, and user-friendliness. CONCLUSIONS: TOLF system using the electronic version of the instrument is able to assess patients' lymphedema symptoms with high reliability and validity. TOLF system is also able to deliver self-care interventions to enhance self-care strategies for lymphedema symptom management.
PMCID:4970761
PMID: 27493951
ISSN: 2306-9740
CID: 2199662