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Impact of biomarkers and genetic profiling on breast cancer prognostication: A comparative analysis of the 8th edition of breast cancer staging system

Yoon, Esther C; Schwartz, Christopher; Brogi, Edi; Ventura, Katia; Wen, Hannah; Darvishian, Farbod
The 8th edition of the American Joint Committee on Cancer (AJCC) staging guidelines combine traditional TNM system with biomarkers to reflect our current understanding of tumor biology and targeted therapy. In this study, we investigated the impact of the TNM + Biomarkers staging system and the additive value of Oncotype Dxâ„¢ genomic profile recurrence score (RS) (TNM + Biomarkers+RS <11) for the staging of breast cancer (BC) using data from two tertiary referral cancer centers. Compared to TNM alone, the TNM + Biomarkers system changed the stage group in 32.7% of BCs (27% downstage, 5.7% upstage). Most (98.3%) of the downstaged BCs were estrogen receptor (ER)+/progesterone receptor (PR)+, whereas 78% of the upstaged BCs were ER-/PR-/human epidermal growth factor receptor 2 (HER2)-. Compared to TNM + Biomarkers staging, the addition of genetic profile data (TNM + Biomarker+RS <11) downstaged only <1% BCs. Our analysis suggests that for T1-T2N0 ER+/HER2- BCs, Oncotype Dxâ„¢ RS <11 provides added value as a staging parameter only in a very small group of cases compared to TNM + Biomarkers alone.
PMID: 31197914
ISSN: 1524-4741
CID: 3930272

Transcriptomic profiles conducive to immune-mediated tumor rejection in human breast cancer skin metastases treated with Imiquimod

Rozenblit, Mariya; Hendrickx, Wouter; Heguy, Adriana; Chiriboga, Luis; Loomis, Cynthia; Ray, Karina; Darvishian, Farbod; Egeblad, Mikala; Demaria, Sandra; Marincola, Francesco M; Bedognetti, Davide; Adams, Sylvia
Imiquimod is a topical toll-like-receptor-7 agonist currently used for treating basal cell carcinoma. Recently, imiquimod has demonstrated tumor regression in melanoma and breast cancer skin metastases. However, the molecular perturbations induced by imiquimod in breast cancer metastases have not been previously characterized. Here, we describe transcriptomic profiles associated with responsiveness to imiquimod in breast cancer skin metastases. Baseline and post-treatment tumor samples from patients treated with imiquimod in a clinical trial were profiled using Nanostring technology. Through an integrative analytic pipeline, we showed that tumors from patients who achieved a durable clinical response displayed a permissive microenvironment, substantiated by the upregulation of transcripts encoding for molecules involved in leukocyte adhesion and migration, cytotoxic functions, and antigen presentation. In responding patients, Imiquimod triggered a strong T-helper-1 (Th-1)/cytotoxic immune response, characterized by the coordinated upregulation of Th-1 chemokines, migration of Th-1 and cytotoxic T cells into the tumor, and activation of immune-effector functions, ultimately mediating tumor destruction. In conclusion, we have shown that topical imiquimod can induce a robust immune response in breast cancer metastases, and this response is more likely to occur in tumors with a pre-activated microenvironment. In this setting, imiquimod could be utilized in combination with other targeted immunotherapies to increase therapeutic efficacy.
PMID: 31189943
ISSN: 2045-2322
CID: 3930122

Impact of initial stage on metastatic melanoma survival

Wilson, Melissa A; Zhong, Judy; Rosenbaum, Brooke E; Utter, Kierstin; Moran, Una; Darvishian, Farbod; Polsky, David; Berman, Russell S; Shapiro, Richard L; Pavlick, Anna C; Osman, Iman
Patients diagnosed with metastatic melanoma have varied clinical courses, even in patients with similar disease characteristics. We examine the impact of initial stage of melanoma diagnosis, BRAF status of primary melanoma, and receiving adjuvant therapy on postmetastatic overall survival (pmOS). We studied melanoma patients presenting to Perlmutter Cancer Center at New York University and prospectively enrolled in New York University melanoma biospecimen database and followed up on protocol-driven schedule. Patients were stratified by stage at initial melanoma diagnosis as per AJCC 7th ed. guidelines. pmOS was determined using the Kaplan-Meier method and Cox's proportional hazards models were used to assess hazard ratios (HRs). Three hundred and four out of 3204 patients developed metastatic disease over the time of follow-up (median follow-up 2.2 years, range: 0.08-35.2 years). Patients diagnosed with stage I (n=96) melanoma had longer pmOS (29.5 months) than those diagnosed with stage II (n=99, pmOS 14.9 months) or stage III (n=109, pmOS 15.1 months) melanoma (P=0.036). Initial stage of diagnosis remained significant in multivariate analysis when controlling for lactate dehydrogenase and site of metastases [primary diagnosis stage II (HR 1.44, P=0.046), stage III (HR 1.5, P=0.019)]. Adjuvant treatment was associated with better survival but BRAF mutation status did not show an association. Our data challenge the general assumption that primary melanomas converge upon diagnosis of metastatic disease and behave uniformly. Primary stage of melanoma at the time of diagnosis may be prognostic of outcome, similar to lactate dehydrogenase and metastatic disease sites.
PMID: 31026246
ISSN: 1473-5636
CID: 3821792

The Relationship of Breast Density and Positive Lumpectomy Margins

Gooch, Jessica C; Yoon, Esther; Chun, Jennifer; Kaplowitz, Elianna; Jubas, Talia; Guth, Amber; Axelrod, Deborah; Shapiro, Richard; Darvishian, Farbod; Schnabel, Freya
BACKGROUND:A positive lumpectomy margin after breast-conserving surgery (BCS) is a significant predictor for ipsilateral cancer recurrence. The MarginProbe, a Food and Drug Administration (FDA)-approved device for intraoperative assessment of lumpectomy margins, is associated with a reduction in re-excision surgery. This study aimed to evaluate the relationship of mammographic breast density (MBD) and clinicopathologic characteristics with margin status in women undergoing BCS with the MarginProbe. METHODS:The institutional database was queried for patients with breast cancer who had BCS with the MarginProbe from 2013 to 2017. Clinicopathologic characteristics were collected. The study defined MBD as less dense (Breast Imaging Reporting and Data System [BI-RADS] A and B) and more dense (BI-RADS C and D). A positive margin was defined as smaller than 1 mm. Pearson Chi square and uni- and multivariate logistic regression were performed. RESULTS:Of 1734 patients, 341 met the study criteria. The median patient age was 63 years. The patients with higher mammographic density were younger (p < 0.0001) and had a lower body mass index (BMI) (p < 0.0001). The patients with higher MBD were more likely to present with a palpable mass (p = 0.0360). Of the 341 patients, 135 (39.6%) had one or more positive margins on the main specimen, and 101 (74.8%) were converted to final negative margins after the MarginProbe directed re-excisions. Positive final margins were associated with larger tumor size (p = 0.0242) and more advanced stage of disease at diagnosis (p = 0.0255). CONCLUSIONS:In this study of patients undergoing BCS, breast density was not correlated with the likelihood of a positive margin. The presence of positive final lumpectomy margins was associated with older age and more extensive disease.
PMID: 30888516
ISSN: 1534-4681
CID: 3908622

Tumor-infiltrating lymphocytes in a contemporary cohort of women with DCIS [Meeting Abstract]

Price, A; Darvishian, F; Ozerdem, U; Schnabel, F; Chun, J; Kaplowitz, E; Pirraglia, E; Troxel, A; Adams, S; Roses, D
Background/Objective: Growing evidence suggests that tumor immune-microenvironment influences breast cancer carcinogenesis and prognosis. Density of tumor-infiltrating lymphocytes (TILs) within invasive breast cancer correlates with response to therapy, especially in triple-negative disease. The clinical relevance and outcomes of TILs within ductal carcinoma in situ (DCIS) is less understood.
Method(s): Our institutional database was queried for pure DCIS from 2010-2018 (n=668). Local recurrences (n=13) were matched 1:4 to patients without recurrence. TILs were evaluated by the International TILs Working Group Guidelines. Percentage of TILs was assessed from the densest focus in 1 high-power field of stroma touching the basement membrane. Statistical methods included cluster analyses, logistic, and Cox regression models.
Result(s): Sixty-nine patients, including the 13 recurrences were evaluated. Fifty-four (78%) were treated by breast-conserving surgery (BCS). The median follow-up was 6.7 years. TILs were defined as sparse (<45%) and dense (>=45%). Dense TILs was associated with younger age (p=0.045), larger tumor size (p<0.001), high nuclear grade (p<0.001), comedo histology (p=0.016), necrosis (p=0.038), and recurrence (p=0.001). Nine patients with dense TILs had a mean time to recurrence of 74 months compared to 4 patients with sparse TILs who had a mean time to recurrence of 93 months (p=0.044) (Figure).
Conclusion(s): We found that dense TILs in DCIS was significantly associated with age, tumor size, grade, and histology. Most importantly, dense TILs are a significant predictor of recurrence in patients with DCIS, which underlies the prognostic importance of the immune microenvironment of early breast cancers. (Figure Presented)
EMBASE:627850987
ISSN: 1534-4681
CID: 3926482

Breast cancer risk prediction in women aged 35-50 years: impact of including sex hormone concentrations in the Gail model

Clendenen, Tess V; Ge, Wenzhen; Koenig, Karen L; Afanasyeva, Yelena; Agnoli, Claudia; Brinton, Louise A; Darvishian, Farbod; Dorgan, Joanne F; Eliassen, A Heather; Falk, Roni T; Hallmans, Göran; Hankinson, Susan E; Hoffman-Bolton, Judith; Key, Timothy J; Krogh, Vittorio; Nichols, Hazel B; Sandler, Dale P; Schoemaker, Minouk J; Sluss, Patrick M; Sund, Malin; Swerdlow, Anthony J; Visvanathan, Kala; Zeleniuch-Jacquotte, Anne; Liu, Mengling
BACKGROUND:Models that accurately predict risk of breast cancer are needed to help younger women make decisions about when to begin screening. Premenopausal concentrations of circulating anti-Müllerian hormone (AMH), a biomarker of ovarian reserve, and testosterone have been positively associated with breast cancer risk in prospective studies. We assessed whether adding AMH and/or testosterone to the Gail model improves its prediction performance for women aged 35-50. METHODS:In a nested case-control study including ten prospective cohorts (1762 invasive cases/1890 matched controls) with pre-diagnostic serum/plasma samples, we estimated relative risks (RR) for the biomarkers and Gail risk factors using conditional logistic regression and random-effects meta-analysis. Absolute risk models were developed using these RR estimates, attributable risk fractions calculated using the distributions of the risk factors in the cases from the consortium, and population-based incidence and mortality rates. The area under the receiver operating characteristic curve (AUC) was used to compare the discriminatory accuracy of the models with and without biomarkers. RESULTS:The AUC for invasive breast cancer including only the Gail risk factor variables was 55.3 (95% CI 53.4, 57.1). The AUC increased moderately with the addition of AMH (AUC 57.6, 95% CI 55.7, 59.5), testosterone (AUC 56.2, 95% CI 54.4, 58.1), or both (AUC 58.1, 95% CI 56.2, 59.9). The largest AUC improvement (4.0) was among women without a family history of breast cancer. CONCLUSIONS:AMH and testosterone moderately increase the discriminatory accuracy of the Gail model among women aged 35-50. We observed the largest AUC increase for women without a family history of breast cancer, the group that would benefit most from improved risk prediction because early screening is already recommended for women with a family history.
PMID: 30890167
ISSN: 1465-542x
CID: 3735042

Microglandular Adenosis is an advanced precursor breast lesion with evidence of molecular progression to matrix-producing metaplastic carcinoma

Schwartz, Christopher J; Dolgalev, Igor; Yoon, Esther; Osman, Iman; Heguy, Adriana; de Miera, Eleazar Vega-Saenz; Nimeh, Diana; Jour, George; Darvishian, Farbod
Microglandular adenosis (MGA) is a rare breast lesion reported to be associated with invasive carcinoma in up to 20-30% of cases, and has been proposed as a non-obligate precursor to basal-like breast cancers. We identified a case of matrix-producing metaplastic carcinoma with morphologic and immunohistochemical evidence of progression from MGA to atypical MGA (AMGA), carcinoma in situ (CIS) and invasive carcinoma. We performed whole exome sequencing of each component (MGA, AMGA, CIS and cancer) to characterize the mutational landscape of these foci. There was significant copy number overlap between all foci, including a segmental amplification of the CCND1 locus (partial chromosome 11 trisomy) and MYC (8q24.12-13). Using a bioinformatics approach, we were able to identify three putative mutational clusters and recurrent, stop-gain non-synonymous mutations in both ZNF862 and TP53 that were shared across all foci. Finally, we identified a novel deleterious splice-acceptor site mutation of chr5:5186164G>T (chromosome 5p15) encoding the gene, ADAMTS16, in the invasive component.
PMID: 30428388
ISSN: 1532-8392
CID: 3457342

Primary Melanoma Histologic Subtype: Impact on Survival and Response to Therapy

Lattanzi, Michael; Lee, Yesung; Simpson, Danny; Moran, Una; Darvishian, Farbod; Kim, Randie H; Hernando, Eva; Polsky, David; Hanniford, Doug; Shapiro, Richard; Berman, Russell; Pavlick, Anna C; Wilson, Melissa A; Kirchhoff, Tomas; Weber, Jeffrey S; Zhong, Judy; Osman, Iman
Background/UNASSIGNED:Two primary histologic subtypes, superficial spreading melanoma (SSM) and nodular melanoma (NM), comprise the majority of all cutaneous melanomas. NM is associated with worse outcomes, which have been attributed to increased thickness at presentation, and it is widely expected that NM and SSM would exhibit similar behavior once metastasized. Herein, we tested the hypothesis that primary histologic subtype is an independent predictor of survival and may impact response to treatment in the metastatic setting. Methods/UNASSIGNED:We examined the most recent Surveillance, Epidemiology, and End Results (SEER) cohort (n = 118 508) and the New York University (NYU) cohort (n = 1621) with available protocol-driven follow-up. Outcomes specified by primary histology were studied in both the primary and metastatic settings with respect to BRAF-targeted therapy and immunotherapy. We characterized known driver mutations and examined a 140-gene panel in a subset of NM and SSM cases using next-generation sequencing. All statistical tests were two-sided. Results/UNASSIGNED:NM was an independent risk factor for death in both the SEER (hazard ratio [HR] = 1.55, 95% confidence interval [CI] = 1.41 to 1.70, P < .001) and NYU (HR = 1.47, 95% CI = 1.05, 2.07, P = .03) cohorts, controlling for thickness, ulceration, stage, and other variables. In the metastatic setting, NM remained an independent risk factor for death upon treatment with BRAF-targeted therapy (HR = 3.33, 95% CI = 1.06 to 10.47, P = .04) but showed no statistically significant difference with immune checkpoint inhibition. NM was associated with a higher rate of NRAS mutation (P < .001), and high-throughput sequencing revealed NM-specific genomic alterations in NOTCH4, ANK3, and ZNF560, which were independently validated. Conclusions/UNASSIGNED:Our data reveal distinct clinical and biological differences between NM and SSM that support revisiting the prognostic and predictive impact of primary histology subtype in the management of cutaneous melanoma.
PMID: 29912415
ISSN: 1460-2105
CID: 3158042

Sentinel Lymph Node Positivity in Patients with Mastectomies for Ductal Carcinoma In Situ [Meeting Abstract]

Price, A.; Schnabel, F.; Chun, J.; Kaplowitz, E.; Goodgal, J.; Guth, A.; Darvishian, F.
ISI:000459144900198
ISSN: 1068-9265
CID: 3705492

Revisiting the clinical and biologic relevance of partial PTEN loss in melanoma

Giles, Keith M; Rosenbaum, Brooke E; Berger, Marlies; Izsak, Allison; Li, Yang; Illa Bochaca, Irineu; Vega-Saenz de Miera, Eleazar; Wang, Jinhua; Darvishian, Farbod; Zhong, Hua; Osman, Iman
The extent of PTEN loss that confers clinical and biological impact in melanoma is unclear. We evaluated the clinical and biologic relevance of PTEN dosage in melanoma, and tested the postulate that partial PTEN loss is due to epigenetic mechanisms. PTEN expression was assessed by immunohistochemistry in a stage III melanoma cohort (n=190) with prospective follow up. 21/190 (11%) of tumors had strong PTEN expression, 51/190 (27%) had intermediate PTEN, 44/190 (23%) had weak PTEN, and 74/190 (39%) had absent PTEN. Both weak and absent PTEN expression predicted shorter survival in multivariate analyses (HR 2.13, p<0.01). We demonstrate a continuous negative correlation between PTEN and activated Akt in melanoma cells with titrated PTEN expression and in two additional independent tumor datasets. PTEN genomic alterations (deletion, mutation), promoter methylation, and protein destabilization did not fully explain PTEN loss in melanoma, whereas PTEN levels increased with treatment of melanoma cells with the histone deacetylase inhibitor LBH589. Our data indicate that partial PTEN loss is due to modifiable epigenetic mechanisms and drives Akt activation and worse prognosis, suggesting a potential approach to improve the clinical outcome for a subset of advanced melanoma patients.
PMID: 30148988
ISSN: 1523-1747
CID: 3255762