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Chen Y, Qiu Y, Shen H, Yan S, Li J, Wu W. Development of prognostic models for HER2-positive metastatic breast cancer in females: a retrospective population-based study. BMC Womens Health 2024; 24:675. [PMID: 39736653 DOI: 10.1186/s12905-024-03526-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 12/19/2024] [Indexed: 01/01/2025] Open
Abstract
BACKGROUND This study aimed to construct, evaluate, and validate nomograms for breast cancer-specific survival (BCSS) and overall survival (OS) prediction in patients with HER2- overexpressing (HER2+) metastatic breast cancer (MBC). METHODS The Surveillance, Epidemiology, and End Results (SEER) database was used to select female patients diagnosed with HER2 + MBC between 2010 and 2015. These patients were distributed into training and validation groups (7:3 ratio). Variables were screened using univariate and multivariate Cox regression analyses, and BCSS and OS nomograms were constructed to determine one-, three-, and five-year survival probabilities. The nomograms were evaluated and validated using the concordance index (C-index), time-dependent receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis. Stratification was evaluated using Kaplan-Meier curves and log-rank tests based on optimal total score cut-off values. We published web-based versions of these nomograms for clinical use. RESULTS A total of 2,151 eligible patients were randomized into training (n = 1,505) and validation (n = 646) groups. Independent prognostic factors of BCSS and OS included: age; marital status; race; oestrogen receptor status; surgery; chemotherapy; and bone, brain, liver, and lung metastases. The C-indices for the BCSS and OS training groups were 0.707 and 0.702, respectively. The ROC, calibration, and decision curves demonstrated the strength of the nomograms. According to cut-off values, patients were categorized into low-, intermediate-, and high-risk groups, with significant differences in survival outcomes between them. CONCLUSION We constructed predictive nomograms and stratified risk to assess the prognosis of patients with HER2 + MBC, which could help inform therapeutic decisions. TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Yan Chen
- The Affiliated Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, 315000, China
- Health Science Center, Ningbo University, Ningbo, Zhejiang, 315000, China
| | - Yu Qiu
- The Affiliated Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, 315000, China
- Health Science Center, Ningbo University, Ningbo, Zhejiang, 315000, China
| | - Haoyang Shen
- The Affiliated Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, 315000, China
- Health Science Center, Ningbo University, Ningbo, Zhejiang, 315000, China
| | - Shuixin Yan
- The Affiliated Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, 315000, China
- Health Science Center, Ningbo University, Ningbo, Zhejiang, 315000, China
| | - Jiadi Li
- The Affiliated Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, 315000, China
- Health Science Center, Ningbo University, Ningbo, Zhejiang, 315000, China
| | - Weizhu Wu
- The Affiliated Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, 315000, China.
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Wei B, Yang F, Yu L, Qiu C. Crosstalk between SUMOylation and other post-translational modifications in breast cancer. Cell Mol Biol Lett 2024; 29:107. [PMID: 39127633 DOI: 10.1186/s11658-024-00624-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Accepted: 07/30/2024] [Indexed: 08/12/2024] Open
Abstract
Breast cancer represents the most prevalent tumor type and a foremost cause of mortality among women globally. The complex pathophysiological processes of breast cancer tumorigenesis and progression are regulated by protein post-translational modifications (PTMs), which are triggered by different carcinogenic factors and signaling pathways, with small ubiquitin-like modifier (SUMOylation) emerging as a particularly pivotal player in this context. Recent studies have demonstrated that SUMOylation does not act alone, but interacts with other PTMs, such as phosphorylation, ubiquitination, acetylation, and methylation, thereby leading to the regulation of various pathological activities in breast cancer. This review explores novel and existing mechanisms of crosstalk between SUMOylation and other PTMs. Typically, SUMOylation is regulated by phosphorylation to exert feedback control, while also modulates subsequent ubiquitination, acetylation, or methylation. The crosstalk pairs in promoting or inhibiting breast cancer are protein-specific and site-specific. In mechanism, alterations in amino acid side chain charges, protein conformations, or the occupation of specific sites at specific domains or sites underlie the complex crosstalk. In summary, this review centers on elucidating the crosstalk between SUMOylation and other PTMs in breast cancer oncogenesis and progression and discuss the molecular mechanisms contributing to these interactions, offering insights into their potential applications in facilitating novel treatments for breast cancer.
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Affiliation(s)
- Bajin Wei
- The Department of Breast Surgery, Key Laboratory of Organ Transplantation, Key Laboratory of Combined Multi-Organ Transplantation, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Fan Yang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China
| | - Luyang Yu
- MOE Laboratory of Biosystems Homeostasis & Protection, College of Life Sciences, Zijingang Campus, Zhejiang University, No. 866 Yuhangtang Road, Hangzhou, 310058, Zhejiang, China.
- Cancer Center, Zhejiang University, Hangzhou, China.
| | - Cong Qiu
- MOE Laboratory of Biosystems Homeostasis & Protection, College of Life Sciences, Zijingang Campus, Zhejiang University, No. 866 Yuhangtang Road, Hangzhou, 310058, Zhejiang, China.
- Cancer Center, Zhejiang University, Hangzhou, China.
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Krishnamurthy N, David D, Odom JN, Mathelier K, Lin JJ, Smith C, Peralta M, Moorehead D, Mazor M. "If we don't speak the language, we aren't offered the same opportunities": Qualitative perspectives of palliative care access for women of color living with advanced breast cancer. SSM. QUALITATIVE RESEARCH IN HEALTH 2024; 5:100440. [PMID: 38957483 PMCID: PMC11218668 DOI: 10.1016/j.ssmqr.2024.100440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
Context Despite efforts to enhance equity, disparities in early palliative care (PC) access for historically minoritized patients with advanced breast cancer (ABC) persist. Insight into patient and clinician perspectives are needed to inform future models aimed at improving equity in PC access and outcomes. Objectives To explore qualitative barriers and facilitators to early PC access in an urban setting with Black and Latina women with ABC. Methods In this qualitative descriptive study, we conducted one-on-one interviews with Black and Latina women with ABC (N = 20) and interdisciplinary clinicians (N = 20) between February 2022 and February 2023. Participants were recruited from urban academic and community cancer clinics. Transcripts were analyzed using an inductive coding and thematic analysis approach. Results Barriers identified by both patients and clinicians included lack of communication between oncology, PC, and primary care teams, limited understanding of PC among patients and non-PC clinicians, language and health literacy-related communication challenges, and racism and marginalization, including implicit bias and lack of diverse racial/ethnic representation in the supportive care workforce. Facilitators identified by both patients and clinicians included patient-to-patient referrals, support groups breaking cultural stigma on topics including self-advocacy and PC, referrals from trusted providers, and community organizations' abilities to overcome challenges related to social determinants of health, most specifically logistical and financial support. Conclusions Patients and clinicians reported similar barriers and facilitators to PC access, most commonly through the lens of care coordination and communication. These findings will inform future adaptation of a culturally and linguistically care model to improve access to early PC services for Black and Latina women with ABC.
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Affiliation(s)
| | - Daniel David
- NYU Rory Meyers College of Nursing, New York, NY, USA
| | - J. Nicholas Odom
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Jenny J. Lin
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Maria Peralta
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Melissa Mazor
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
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4
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Avila J, Leone J, Vallejo CT, Lin NU, Leone JP. Survival analysis of patients with brain metastases at initial breast cancer diagnosis over the last decade. Breast Cancer Res Treat 2024; 205:579-587. [PMID: 38453783 DOI: 10.1007/s10549-024-07290-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 02/08/2024] [Indexed: 03/09/2024]
Abstract
PURPOSE There have been significant advances in the treatment of metastatic breast cancer (BC) over the past years, and long-term outcomes after a diagnosis of brain metastases are lacking. We aimed to identify predictors of brain metastases at initial breast cancer diagnosis, describe overall survival (OS) in the past decade, and identify factors associated with OS after brain metastases diagnosis. METHODS We evaluated patients with de novo stage IV BC using the Surveillance, Epidemiology and End Results database from 2010 to 2019. Multivariate logistic regression was conducted to assess predictors of brain metastases at initial breast cancer diagnosis. OS was estimated using the Kaplan-Meier method and log rank test was used to compare differences between groups. Cox regression was used to assess associations between several variables and OS. RESULTS 1,939 patients with brain metastases at initial breast cancer diagnosis were included. Factors associated with this presentation were grade III/IV tumors, ductal histology, hormone receptor (HR)-negative/human epidermal growth factor receptor 2 (HER2)-positive subtype, and extracranial metastases. Patients with HR-positive/HER2-positive disease had the longest OS (median 18 months) and 12.2% were alive at 8 years. Factors associated with shorter OS included older age, lower income, triple-negative subtype, higher grade, and visceral metastases. CONCLUSION Over the last decade, the median OS of patients with brain metastases at initial breast cancer diagnosis remained poor; however, a substantial minority survive 5 or more years, with rates higher in patients with HER2-positive tumors. In addition to tumor subtype, OS varied according to age, extracranial metastases, and sociodemographic factors.
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Affiliation(s)
- Jorge Avila
- Department of Medicine, St Elizabeth's Medical Center, Tufts University School of Medicine, Boston, MA, USA.
| | - Julieta Leone
- Grupo Oncológico Cooperativo Del Sur (GOCS), Neuquén, Argentina
| | | | - Nancy U Lin
- Medical Oncology, Susan F. Smith Center for Women's Cancer, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - José P Leone
- Medical Oncology, Susan F. Smith Center for Women's Cancer, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
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Avila J, Leone J, Vallejo CT, Leone JP. Survival Analysis of Male Patients with Brain Metastases at Initial Breast Cancer Diagnosis over the Last Decade. Med Sci (Basel) 2024; 12:15. [PMID: 38535156 PMCID: PMC10972010 DOI: 10.3390/medsci12010015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 03/01/2024] [Accepted: 03/07/2024] [Indexed: 08/25/2024] Open
Abstract
Breast cancer in men represents approximately 1% of all breast cancer diagnoses. Among all patients with breast cancer, approximately 30% will develop brain metastases. Over the past decade, there have been multiple advances in the treatment of metastatic breast cancer; however, long-term outcomes of this presentation in male patients are lacking. We evaluated male patients with de novo stage IV breast cancer using the Surveillance, Epidemiology and End Results (SEER) database from 2010 to 2019. Overall survival (OS) was estimated using the Kaplan-Meier method and differences between groups were compared using log rank tests. In total, 22 male patients with brain metastases at initial breast cancer diagnosis were included. Patients with HR-positive/HER2-negative tumors had the longest OS (median 13 months). Factors associated with shorter overall survival were advanced age, unmarried marital status, lower household income, and grade III disease, among others. Brain metastases remains an unmet medical need for patients with breast cancer; the development of new drugs may provide an improvement in overall survival for male patients in the future.
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Affiliation(s)
- Jorge Avila
- Department of Medicine, St Elizabeth’s Medical Center, Tufts University School of Medicine, Boston, MA 02135, USA;
| | - Julieta Leone
- Grupo Oncológico Cooperativo Del Sur (GOCS), Neuquén Q8300HDH, Argentina
| | - Carlos T. Vallejo
- Grupo Oncológico Cooperativo Del Sur (GOCS), Neuquén Q8300HDH, Argentina
| | - José P. Leone
- Medical Oncology, Dana-Farber Cancer Institute, Susan F. Smith Center for Women’s Cancer, Harvard Medical School, Boston, MA 02215, USA
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Lee I, Luo Y, Carretta H, LeBlanc G, Sinha D, Rust G. Latent pathway-based Bayesian models to identify intervenable factors of racial disparities in breast cancer stage at diagnosis. Cancer Causes Control 2024; 35:253-263. [PMID: 37702967 DOI: 10.1007/s10552-023-01785-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 08/21/2023] [Indexed: 09/14/2023]
Abstract
PURPOSE We built Bayesian Network (BN) models to explain roles of different patient-specific factors affecting racial differences in breast cancer stage at diagnosis, and to identify healthcare related factors that can be intervened to reduce racial health disparities. METHODS We studied women age 67-74 with initial diagnosis of breast cancer during 2006-2014 in the National Cancer Institute's SEER-Medicare dataset. Our models included four measured variables (tumor grade, hormone receptor status, screening utilization and biopsy delay) expressed through two latent pathways-a tumor biology path, and health-care access/utilization path. We used various Bayesian model assessment tools to evaluate these two latent pathways as well as each of the four measured variables in explaining racial disparities in stage-at-diagnosis. RESULTS Among 3,010 Black non-Hispanic (NH) and 30,310 White NH breast cancer patients, respectively 70.2% vs 76.9% were initially diagnosed at local stage, 25.3% vs 20.3% with regional stage, and 4.56% vs 2.80% with distant stage-at-diagnosis. Overall, BN performed approximately 4.7 times better than Classification And Regression Tree (CART) (Breiman L, Friedman JH, Stone CJ, Olshen RA. Classification and regression trees. CRC press; 1984) in predicting stage-at-diagnosis. The utilization of screening mammography is the most prominent contributor to the accuracy of the BN model. Hormone receptor (HR) status and tumor grade are useful for explaining racial disparity in stage-at diagnosis, while log-delay in biopsy impeded good prediction. CONCLUSIONS Mammography utilization had a significant effect on racial differences in breast cancer stage-at-diagnosis, while tumor biology factors had less impact. Biopsy delay also aided in predicting local and regional stages-at-diagnosis for Black NH women but not for white NH women.
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Affiliation(s)
- Inkoo Lee
- Department of Statistics, Rice University, Houston, USA
| | - Yi Luo
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Tallahassee, USA
| | - Henry Carretta
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Tallahassee, USA
| | - Gabrielle LeBlanc
- MD Class of 2023, Florida State University College of Medicine, Tallahassee, USA
| | - Debajyoti Sinha
- Department of Statistics, Florida State University, Tallahassee, USA
| | - George Rust
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Tallahassee, USA.
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7
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Check DK, Jackson BE, Reeder-Hayes KE, Dinan MA, Faherty E, Kwong J, Mehta S, Spees L, Wheeler SB, Wilson LE, Lam C. Characteristics, healthcare utilization, and outcomes of patients with HER2-low breast cancer. Breast Cancer Res Treat 2024; 203:329-338. [PMID: 37875669 DOI: 10.1007/s10549-023-07142-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 09/25/2023] [Indexed: 10/26/2023]
Abstract
PURPOSE Treatment for HER2-low [defined as ImmunoHistoChemistry (IHC) 1 + or 2 + and negative/normal in Situ Hybridization (ISH)] breast cancer patients is rapidly evolving, yet we lack critical information about the HER2-low population. METHODS We conducted a retrospective cohort study of women aged 18 years or older diagnosed with breast cancer between 2010 and 2016 in North Carolina. Analyses were conducted for the overall cohort and a stage IV sub-cohort. We examined demographic and clinical characteristics, and characterized prevalence of HER2-low disease and healthcare utilization. We estimated adjusted rate ratios for the association between HER2 classifications and utilization outcomes, and hazard ratios for 3-year all cause mortality (stage IV only). RESULTS The overall and stage IV cohorts included 12,965 and 635 patients, respectively. HER2-low patients represented more than half of both cohorts (59% overall, 53% stage IV). HER2-low patients were more likely than IHC 0 patients to have hormone receptor (HR)-positive disease. In the stage IV cohort, HER2-low patients were more likely to be Black (26% vs. 16% IHC 0, p = 0.0159). In both cohorts, rates of hospitalizations were slightly higher among HER2-low patients. There were no survival differences between HER2-low and IHC 0 among stage IV patients. CONCLUSION New treatment options for HER2-low breast cancer may have potential for significant impact at the population level particularly for patients with stage IV disease. In light of racial differences between HER2-low and IHC 0 patients observed in our cohort, research- and practice-based efforts to ensure equitable adoption of new treatment guidelines for patients with HER2-low metastatic breast cancer will be essential.
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Affiliation(s)
- Devon K Check
- Department of Population Health Sciences, Duke University School of Medicine, 215 Morris Street, Suite 210, Durham, NC, 27701, USA.
| | | | | | | | | | | | | | - Lisa Spees
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Lauren E Wilson
- Department of Population Health Sciences, Duke University School of Medicine, 215 Morris Street, Suite 210, Durham, NC, 27701, USA
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Puthanmadhom Narayanan S, Ren D, Oesterreich S, Lee AV, Rosenzweig MQ, Brufsky AM. Effects of socioeconomic status and race on survival and treatment in metastatic breast cancer. NPJ Breast Cancer 2023; 9:90. [PMID: 37914742 PMCID: PMC10620133 DOI: 10.1038/s41523-023-00595-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Accepted: 10/17/2023] [Indexed: 11/03/2023] Open
Abstract
Race and socioeconomic factors affect outcomes in breast cancer. We aimed to assess the effect of race and neighborhood socioeconomic status (SES) on overall survival and treatment patterns in patients with metastatic breast cancer (MBC). This is a retrospective cohort study involving patients (N = 1246) with distant breast cancer metastases diagnosed at UPMC Magee Women's Breast Cancer Clinic from 2000-2017. Overall survival and treatment patterns were compared between races (Blacks and whites) and SES groups (defined using Area Deprivation Index). Low SES, but not tumor characteristics, was associated with Black race (P < 0.001) in the study population. Low SES (Median [Interquartile Range, IQR] survival 2.3[2.2-2.5] years vs high SES 2.7[2.5-3.1] years, P = 0.01) and Black race (Median [IQR] survival 1.8[1.3-2.3] years, vs white 2.5[2.3-2.7] years P = 0.008) separately were associated with worse overall survival in patients with MBC. In the Cox Proportional Hazard model with SES, race, age, subtype, number of metastases, visceral metastasis, and year of diagnosis as covariates, low SES (Hazard ratio 1.19[1.04-1.35], P = 0.01), but not Black race (Hazard ratio 1.19[0.96-1.49], P = 0.12), independently predicted overall survival in MBC. Moreover, patients from low SES neighborhoods and Black race received fewer lines of chemotherapy than high SES and whites. In conclusion, low neighborhood SES is associated with worse outcomes in patients with MBC. Poor outcomes in Black patients with MBC, at least in part is driven by socioeconomic factors. Future studies should delineate the interplay between neighborhood SES, race, and their effects on tumor biology in MBC.
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Affiliation(s)
| | - Dianxu Ren
- University of Pittsburgh, Pittsburgh, PA, USA
| | - Steffi Oesterreich
- UPMC Hillman Cancer Center, Pittsburgh, PA, USA
- Women's Cancer Research Center (WCRC), UPMC, Pittsburgh, PA, USA
- University of Pittsburgh, Pittsburgh, PA, USA
- Magee-Womens Research Institute, Pittsburgh, PA, USA
| | - Adrian V Lee
- UPMC Hillman Cancer Center, Pittsburgh, PA, USA
- Women's Cancer Research Center (WCRC), UPMC, Pittsburgh, PA, USA
- University of Pittsburgh, Pittsburgh, PA, USA
- Magee-Womens Research Institute, Pittsburgh, PA, USA
| | - Margaret Q Rosenzweig
- UPMC Hillman Cancer Center, Pittsburgh, PA, USA
- University of Pittsburgh, Pittsburgh, PA, USA
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Giap F, Ma SJ, Oladeru OT, Hong YR, Yu B, Mailhot Vega RB, Brooks ED, Singh AK, Okunieff PG, Mendenhall NP, Bradley JA. Palliative care utilization and racial and ethnic disparities among women with de novo metastatic breast cancer in the United States. Breast Cancer Res Treat 2023; 200:347-354. [PMID: 37269438 PMCID: PMC10653207 DOI: 10.1007/s10549-023-06963-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/27/2023] [Indexed: 06/05/2023]
Abstract
PURPOSE The potential disparities in palliative care delivery for underrepresented minorities with breast cancer are not well known. We sought to determine whether race and ethnicity impact the receipt of palliative care for patients with metastatic breast cancer (MBC). METHODS We retrospectively reviewed the National Cancer Database for female patients diagnosed with stage IV breast cancer between 2010 and 2017 who received palliative care following diagnosis of MBC to assess the proportion of patients who received palliative care, including non-curative-intent local-regional or systemic therapy. Multivariable logistic regression analysis was performed to identify variables associated with receiving palliative care. RESULTS 60,685 patients were diagnosed with de novo MBC. Of these, only 21.4% (n = 12,963) received a palliative care service. Overall, there was a positive trend in palliative care receipt from 18.2% in 2010 to 23.0% in 2017 (P < 0.001), which persisted when stratified by race and ethnicity. Relative to non-Hispanic White women, Asian/Pacific Islander women (aOR 0.80, 95% CI 0.71-0.90, P < 0.001), Hispanic women (adjusted odds ratio [aOR] 0.69, 95% CI 0.63-0.76, P < 0.001), and non-Hispanic Black women (aOR 0.94, 95% CI 0.88-0.99, P = 0.03) were less likely to receive palliative care. CONCLUSIONS Fewer than 25% of women with MBC received palliative care between 2010 and 2017. While palliative care has significantly increased for all racial/ethnic groups, Hispanic White, Black, and Asian/Pacific Islander women with MBC still receive significantly less palliative care than non-Hispanic White women. Further research is needed to identify the socioeconomic and cultural barriers to palliative care utilization.
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Affiliation(s)
- Fantine Giap
- Department of Radiation Oncology, University of Florida College of Medicine, 2015 North Jefferson Street, Jacksonville, FL, 32206, USA
| | - Sung Jun Ma
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | | | - Young-Rock Hong
- Department of Health Services Research, Management and Policy, University of Florida, Gainesville, FL, USA
| | - Brian Yu
- Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Raymond B Mailhot Vega
- Department of Radiation Oncology, University of Florida College of Medicine, 2015 North Jefferson Street, Jacksonville, FL, 32206, USA
| | - Eric D Brooks
- Department of Radiation Oncology, University of Florida College of Medicine, 2015 North Jefferson Street, Jacksonville, FL, 32206, USA
| | - Anurag K Singh
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Paul G Okunieff
- Department of Radiation Oncology, University of Florida College of Medicine, 2015 North Jefferson Street, Jacksonville, FL, 32206, USA
| | - Nancy P Mendenhall
- Department of Radiation Oncology, University of Florida College of Medicine, 2015 North Jefferson Street, Jacksonville, FL, 32206, USA
| | - Julie A Bradley
- Department of Radiation Oncology, University of Florida College of Medicine, 2015 North Jefferson Street, Jacksonville, FL, 32206, USA.
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Ullah A, Khan J, Yasinzai AQK, Tracy K, Nguyen T, Tareen B, Garcia AA, Heneidi S, Segura SE. Metaplastic Breast Carcinoma in U.S. Population: Racial Disparities, Survival Benefit of Adjuvant Chemoradiation and Future Personalized Treatment with Genomic Landscape. Cancers (Basel) 2023; 15:cancers15112954. [PMID: 37296916 DOI: 10.3390/cancers15112954] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 05/14/2023] [Accepted: 05/26/2023] [Indexed: 06/12/2023] Open
Abstract
PURPOSE In this population-based study, we aim to identify factors that are influential on the survival outcome in MBC and investigate novel molecular approaches in personalized disease management. METHODS The data of this study were collected from the SEER database from 2000-2018. A total of 5315 cases were extracted from the database. The data were evaluated for demographics, tumor characteristics, metastasis, and treatment. Survival analysis was completed by using SAS software for multivariate analysis, univariate analysis, and non-parametric survival analysis. The molecular data with the most common mutations in MBC were extracted from the Catalogue of Somatic Mutations in Cancer (COSMIC) database. RESULTS The mean age at the time of presentation was 63.1 with a standard deviation (SD) of 14.2 years. Most patients were White (77.3%) with 15.7% Black patients, 6.1% Asian or Pacific Islander, and 0.5% American Indian. Histologically, most of the reported tumors were grade III (74.4%); 37% of the cases were triple negative (ER-, PR- and HER2-), whereas the hormone status was unknown in 46% of the cases. Spread was localized in 67.3% of patients while 26.3% had regional spread and 6.3% had distant metastases. Most tumors were unilateral (99.9%) and between 20-50 mm in size (50.6%). The lungs were the most common site for distant metastasis at diagnosis (3.42%) followed by bone (1.94%), liver (0.98%), and brain (0.56%). A combination of surgery, chemotherapy, and radiation therapy was the most common treatment with a cause-specific survival rate of 78.1% (95% CI = 75.4-80.4). The overall survival rate at 5 years was 63.6% (95% confidence interval (CI) = 62.0-65.1) with a cause-specific survival of 71.1% (95% CI = 69.5-72.6). Cause-specific survival was found to be 63.2% (95% CI = 58.9-67.1) in Black patients as compared to 72.4% (95% CI = 70.1-74.1) in White patients. Black patients also presented with higher rates of grade III disease, distant metastasis, and larger tumor size. On multivariate analysis, age > 60, grade III+, metastasis, and tumor size > 50 mm were associated with worse survival. The most common mutations in MBC identified in COSMIC data were TP53, PIK3CA, LRP1B, PTEN, and KMT2C. CONCLUSION Though rare, MBC is aggressive, with poor prognosis associated with high-grade tumors, metastasis, tumor size over 50 mm, and advanced age at the time of presentation. Overall, Black women had worse clinical outcomes. MBC is difficult to treat and carries a poor prognosis that affects various races disproportionately. Continued enhancement of treatment strategies to foster more individualized care as well as continued enrollment in clinical trials are needed to improve outcomes among patients with MBC.
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Affiliation(s)
- Asad Ullah
- Department of Pathology, Immunology, and Microbiology, Vanderbilt University, Nashville, TN 37232, USA
| | - Jaffar Khan
- Department of Pathology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | | | - Katharine Tracy
- Medical College of Georgia, Augusta University, Augusta, GA 30912, USA
| | - Tena Nguyen
- Medical College of Georgia, Augusta University, Augusta, GA 30912, USA
| | - Bisma Tareen
- Department of Medicine, Bolan Medical College, Quetta 83700, Pakistan
| | | | - Saleh Heneidi
- Department of Pathology, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Sheila E Segura
- Department of Pathology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
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Sathe C, Accordino MK, DeStephano D, Shah M, Wright JD, Hershman DL. Social determinants of health and CDK4/6 inhibitor use and outcomes among patients with metastatic breast cancer. Breast Cancer Res Treat 2023; 200:85-92. [PMID: 37157005 DOI: 10.1007/s10549-023-06957-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 04/23/2023] [Indexed: 05/10/2023]
Abstract
BACKGROUND Survival outcomes in metastatic breast cancer (MBC) have improved due to novel agents such as CDK4/6 inhibitors (CDK4/6i). Nevertheless, Black patients and patients with lower socioeconomic status (SES) continue to bear a disproportionate mortality burden. METHODS We conducted a retrospective analysis of EHR-derived data from the Flatiron Health Database (FHD). A dataset was constructed to include Black/African-American (Black/AA) and White patients with hormone receptor (HR)-positive, HER2-negative MBC. Outcomes included CDK4/6i use (overall and first-line), and rates of leukopenia, dose reduction, and time on treatment for first-line CDK4/6i. Multivariable logistic regression was used to evaluate factors associated with use and outcomes. RESULTS A total of 6802 patients with MBC were included, of which 5187 (76.3%) received CDK4/6i. Of those, 3186 (61.4%) received CDK4/6i first-line. Overall, 86.7% of patients were categorized as White and 13.3% as Black/AA; 22.4% were > 75 years old; 12.6% were treated at an academic site; 3.3% had Medicaid insurance. In addition to advanced age and poorer performance status, lower use of CDK4/6i was associated with Black/AA vs White race (72.9% vs 76.8%; OR 0.83, 95% CI 0.70-0.99, p = 0.04) and Medicaid vs commercial insurance (69.6% vs 77.4%; OR: 0.68, 95% CI 0.49-0.95, p = 0.02). Odds of CDK4/6i use were twofold higher for patients treated at an academic center (p < 0.001). Rates of CDK4/6i-induced leukopenia and dose reductions did not differ significantly by race, insurance type, or treatment site. Time on CDK4/6i was significantly lower among Medicaid patients (395 days) than patients with commercial insurance (558 days) or Medicare (643 days) (p = 0.03). CONCLUSION This analysis of real-world data suggests that Black race and lower SES are associated with decreased CDK4/6i use. However, among patients treated with CDK4/6i, subsequent toxicity outcomes are similar. Efforts to ensure access to these life-prolonging medications are warranted.
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Affiliation(s)
- Claire Sathe
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA.
| | - Melissa K Accordino
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA
| | - David DeStephano
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA
| | - Mansi Shah
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Jason D Wright
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA
| | - Dawn L Hershman
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA
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Patel DK, Kesharwani R, Verma A, Al-Abbasi FA, Anwar F, Kumar V. Scope of Wnt signaling in the precise diagnosis and treatment of breast cancer. Drug Discov Today 2023:103597. [PMID: 37100166 DOI: 10.1016/j.drudis.2023.103597] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 03/12/2023] [Accepted: 04/19/2023] [Indexed: 04/28/2023]
Abstract
Malignant breast cancers are responsible for a growing number of deaths among women globally. The latest research has demonstrated that Wnt signaling is pivotal in this disease, regulating a safe microenvironment for the growth and proliferation of cancer cells {AuQ: Edit OK?}, sustained stemness, resistance to therapy, and aggregate formation. The three highly conserved {AuQ: Edit OK?} Wnt signaling pathways, Wnt-planar cell polarity (PCP), Wnt/β-catenin signaling and Wnt-Ca2+ signaling, assume various roles in the maintenance and amelioration of breast cancer. In this review, we examine ongoing studies on the Wnt signaling pathways and discuss how dysregulation of these pathways promotes breast cancers. We also look at how Wnt dysregulation could be exploited to foster new treatments for malignant breast cancers.
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Affiliation(s)
- Dilip K Patel
- Department of Pharmacy, Government Polytechnic Jaunpur, Uttar Pradesh, India
| | - Roohi Kesharwani
- Chandra Shekhar Singh College of Pharmacy, Koilaha, Kaushambi, Uttar Pradesh, India
| | - Amita Verma
- Bioorganic and Medicinal Chemistry Research Laboratory, Department of Pharmaceutical Sciences, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj, Uttar Pradesh, India
| | - Fahad A Al-Abbasi
- Department of Biochemistry, Faculty of Science, King Abdul-Aziz University, Jeddah, 21589, Saudi Arabia
| | - Firoz Anwar
- Department of Biochemistry, Faculty of Science, King Abdul-Aziz University, Jeddah, 21589, Saudi Arabia
| | - Vikas Kumar
- Natural Product Drug Discovery Laboratory, Department of Pharmaceutical Sciences, Sam Higginbottom University of Agriculture, Technology and Sciences, Naini, Prayagraj, Uttar Pradesh, India.
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13
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Snider NG, Hastert TA, Nair M, Madhav K, Ruterbusch JJ, Schwartz AG, Peters ES, Stoffel EM, Rozek LS, Purrington KS. Area-level Socioeconomic Disadvantage and Cancer Survival in Metropolitan Detroit. Cancer Epidemiol Biomarkers Prev 2023; 32:387-397. [PMID: 36723416 PMCID: PMC10071652 DOI: 10.1158/1055-9965.epi-22-0738] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 09/27/2022] [Accepted: 01/09/2023] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Racial segregation is linked to poorer neighborhood quality and adverse health conditions among minorities, including worse cancer outcomes. We evaluated relationships between race, neighborhood social disadvantage, and cancer survival. METHODS We calculated overall and cancer-specific survival for 11,367 non-Hispanic Black (NHB) and 29,481 non-Hispanic White (NHW) individuals with breast, colorectal, lung, or prostate cancer using data from the Metropolitan Detroit Cancer Surveillance System. The area deprivation index (ADI) was used to measure social disadvantage at the census block group level, where higher ADI is associated with poorer neighborhood factors. Associations between ADI and survival were estimated using Cox proportional hazards mixed-effects models accounting for geographic grouping and adjusting for demographic and clinical factors. RESULTS Increasing ADI quintile was associated with increased overall mortality for all four cancer sites in multivariable-adjusted models. Stratified by race, these associations remained among breast (NHW: HR = 1.16, P < 0.0001; NHB: HR = 1.20, P < 0.0001), colorectal (NHW: HR = 1.11, P < 0.0001; NHB: HR = 1.09, P = 0.00378), prostate (NHW: HR = 1.18, P < 0.0001; NHB: HR = 1.18, P < 0.0001), and lung cancers (NHW: HR = 1.06, P < 0.0001; NHB: HR = 1.07, P = 0.00177). Cancer-specific mortality estimates were similar to overall mortality. Adjustment for ADI substantially attenuated the effects of race on mortality for breast [overall proportion attenuated (OPA) = 47%, P < 0.0001; cancer-specific proportion attenuated (CSPA) = 37%, P < 0.0001] prostate cancer (OPA = 51%, P < 0.0001; CSPA = 56%, P < 0.0001), and colorectal cancer (OPA = 69%, P = 0.032; CSPA = 36%, P = 0.018). CONCLUSIONS Area-level socioeconomic disadvantage is related to cancer mortality in a racially diverse population, impacting racial differences in cancer mortality. IMPACT Understanding the role of neighborhood quality in cancer survivorship could improve community-based intervention practices.
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Affiliation(s)
- Natalie G. Snider
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | - Theresa A. Hastert
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Mrudula Nair
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | - K.C. Madhav
- Department of Internal Medicine, Yale School of Medicine, Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, New Haven, Connecticut
| | - Julie J. Ruterbusch
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Ann G. Schwartz
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Edward S. Peters
- Department of Epidemiology, College of Public Health, University of Nebraska Medical Center, Omaha, Nebraska
| | - Elena M. Stoffel
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, Michigan
| | - Laura S. Rozek
- Department of Oncology, Georgetown University School of Medicine, Washington, DC
| | - Kristen S. Purrington
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
- Population Studies and Disparities Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
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14
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Gogacz M, Peszke J, Natorska-Chomicka D, Ruszała M, Dos Santos Szewczyk K. Anticancer Effects of Propolis Extracts Obtained Using the Cold Separation Method on Breast Cancer Cell Lines. PLANTS (BASEL, SWITZERLAND) 2023; 12:884. [PMID: 36840233 PMCID: PMC9958691 DOI: 10.3390/plants12040884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 02/11/2023] [Accepted: 02/13/2023] [Indexed: 06/18/2023]
Abstract
Propolis and its extracts show a wide spectrum of biological activity. Due to the necessity to use high temperatures and high polarity in the eluent, the obtained extracts are depleted of active compounds. The new, cold separation method allows obtaining a qualitatively better product containing a number of chemical compounds absent in extracts obtained using high-temperature methods. The purpose of our study was to evaluate the biological activity of propolis extracts produced with the cold separation method in four female breast cancer cell lines: MDA-MB-231, MDA-MB-468, MCF-7, and T-47D. The results of the breast cancer cell viability were obtained using the MTT test. Propolis extracts at 75 and 80% showed similar cytotoxicity against cancer cells, with the polyphenol fraction 75% being slightly more negative for cells. Propolis extracts at concentrations of 50, 75, and 100 µg/mL significantly reduced cell viability. With the exception of the MDA-MB-231 line, cell viability was also decreased after incubation with a concentration of 25 µg/mL. Our results suggest that propolis extracts obtained with the cold separation method may be considered as promising compounds for the production of health-promoting supplements.
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Affiliation(s)
- Marek Gogacz
- Chair and Department of Gynecology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Jerzy Peszke
- Department of Experimental Biotechnology, Decont LLC, 08-500 Ryki, Poland
| | - Dorota Natorska-Chomicka
- Chair and Department of Toxicology, Faculty of Pharmacy, Medical University of Lublin, 20-090 Lublin, Poland
| | - Monika Ruszała
- Chair and Department of Obstetrics and Perinatology, Medical University of Lublin, 20-090 Lublin, Poland
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15
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Du XL, Song L. Age and Racial Disparities in the Utilization of Anticancer, Antihypertension, and Anti-diabetes Therapies, and in Mortality in a Large Population-Based Cohort of Older Women with Breast Cancer. J Racial Ethn Health Disparities 2023; 10:446-461. [PMID: 35040106 PMCID: PMC10721385 DOI: 10.1007/s40615-022-01235-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 01/09/2022] [Accepted: 01/10/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE This study examined the receipt of therapies for cancer, hypertension, and diabetes in association with age and racial disparities in mortality among women with breast cancer. METHODS This study identified 92,829 women diagnosed with breast cancer at age ≥ 65 years in 2007-2015 with follow-up to 2016 from the Surveillance, Epidemiology, and End Results (SEER)-Medicare linked database. RESULTS There were substantial age and racial disparities in the prevalence of hypertension and diabetes, which was higher in women ≥ 75 (86.3% and 32.0%) than younger women 65-74 (72.8% and 29.3%), and the highest in Black women (91.1% and 49.1%), followed by Asian women (80.2% and 40.5%), and White women (77.6 and 27.8%). Black women were significantly less likely to receive chemotherapy (odds ratio: 0.70, 95% CI: 0.64-0.75), radiation therapy (0.87, 0.83-0.92), and hormone therapy (0.80, 0.76-0.85), but significantly more likely to receive antihypertensive (1.26, 1.19-1.33) and antidiabetic (1.19, 1.10-1.28) drugs than White women, after adjusting for sociodemographic and tumor factors. As compared to White women, Black women had a significantly higher risk of all-cause mortality (1.46, 1.41-1.52), but it became insignificant after adjusting for treatment factors (1.01, 0.97-1.06), whereas the adjusted risk of breast cancer-specific mortality remained significantly higher (1.08, 1.01-1.15) in Black women; Asian and other ethnic women had a significantly lower risk of all-cause and breast cancer-specific mortality. CONCLUSIONS There were substantial age and racial disparities in the prevalence of hypertension and diabetes and in the receipt of medications. Black women did not have a significantly higher risk of all-cause mortality but had a significantly higher risk of breast cancer-specific mortality as compared to White women.
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Affiliation(s)
- Xianglin L Du
- Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, 1200 Pressler St, Houston, TX, 77030, USA.
| | - Lulu Song
- Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, 1200 Pressler St, Houston, TX, 77030, USA
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16
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Whitaker KD, Wang X, Ascha M, Showalter TN, Lewin HG, Calip GS, Goldstein LJ. Racial inequities in second-line treatment and overall survival among patients with metastatic breast cancer. Breast Cancer Res Treat 2022; 196:163-173. [PMID: 36028783 PMCID: PMC9550747 DOI: 10.1007/s10549-022-06701-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 07/31/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND Black women in the USA have a higher incidence and mortality of metastatic breast cancer (mBC) than White women, while Hispanic women have lower rates. Previous studies have focused on first-line (1L) treatment, but little is known about racial differences in treatment beyond 1L and their impact on outcomes. METHODS This analysis utilized data from an electronic health record derived de-identified database and included patients with HR+HER2- mBC initiating 2L treatment (including CDK4/6-inhibitor [CDKi]-based, endocrine monotherapy, everolimus combination therapy, and chemotherapy and other systemic therapies) between 2/3/2015 and 7/31/2021. Real-world overall survival (rwOS) was defined as time from 2L initiation to death. Multinomial logistic regression assessed the likelihood of 2L treatment between race/ethnicity groups. Median rwOS was estimated using the Kaplan-Meier method and adjusted hazard ratios were estimated using multivariable Cox proportional hazards models. RESULTS Among all patients who received 2L, non-Hispanic Black (NHB) and Hispanic/Latino patients were less likely to receive 2L CDKi compared to non-Hispanic White (NHW) patients (36%, 39% vs 42%, respectively). Median rwOS was 20.4, 37.6, and 25.3 months, in NHB, Hispanic/Latino and NHW patients, respectively. The rwOS remained poorer among NHB patients after adjustment (HR = 1.16; p = 0.009). In stratified analysis, adjusted rwOS was similar between NHB and NHW patients among those who received 1L CDKi. CONCLUSIONS These findings suggest that among patients with HR+HER2- mBC, NHB patients had worse survival beyond front-line setting, mainly among the subset of women who did not receive CDKi at 1L. This inequities in rwOS between race/ethnicity groups was not observed among patients who received 1L CDKi.
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Affiliation(s)
- Kristen D Whitaker
- Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA, 19111, USA.
| | - Xiaoliang Wang
- Flatiron Health, Inc, 233 Spring Street 5th Floor, New York, NY, 10013, USA.
| | - Mustafa Ascha
- Flatiron Health, Inc, 233 Spring Street 5th Floor, New York, NY, 10013, USA
| | - Timothy N Showalter
- Flatiron Health, Inc, 233 Spring Street 5th Floor, New York, NY, 10013, USA
- University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Heather G Lewin
- Flatiron Health, Inc, 233 Spring Street 5th Floor, New York, NY, 10013, USA
| | - Gregory S Calip
- Flatiron Health, Inc, 233 Spring Street 5th Floor, New York, NY, 10013, USA
- University of Illinois at Chicago College of Pharmacy, Chicago, IL, USA
| | - Lori J Goldstein
- Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA, 19111, USA
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17
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Lin W, Chen Y, Ji Z, Chen L, Wu J, Chen Y, Li Z. Effect of Previous Cancer History on Survival of Patients with Different Subtypes of Breast Cancer. BIOMED RESEARCH INTERNATIONAL 2022; 2022:6116658. [PMID: 36093405 PMCID: PMC9462974 DOI: 10.1155/2022/6116658] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 08/18/2022] [Indexed: 02/05/2023]
Abstract
Patients with a previous cancer history (PCA) are routinely excluded from most clinical trials, which may limit the accuracy and universality of clinical trials. We aimed to explore the association between PCA and survival of patients with different molecular subtypes of breast cancer. Patients diagnosed with breast cancer from the Surveillance, Epidemiology, and End Results (SEER) database between 2010 and 2015 were included in this retrospective cohort study. The primary outcome was overall survival (OS), which was calculated from date of diagnosis to date of death or censor date during this period. The relationship between PCA and OS of patients with different molecular subtypes of breast cancer was analyzed by the Kaplan-Meier curves and multivariate Cox proportional-hazards model. A total of 35,640 primary breast cancer patients were included, and 2,038 (5.72%) patients had a PCA. Female genital system cancer (491 cases, 24.09%) was the largest proportion type of previous cancer, and HER2-positive (24,754 cases, 69.46%) breast cancer was the most common subtype. Patients with previous female genital/endocrine system cancer history and other cancers history were associated with a poorer OS in overall patients, and in patients with triple-negative and HER2-positive subtypes (P < 0.05). In patients with Luminal A and Luminal B subtypes, previous other cancers history was related to poor OS (P < 0.05), while female genital/endocrine system cancer history may not influence the OS (P > 0.05). Subgroup analyses presented that PCA was related to poor OS in patients aged 40-64 years and ≥65 years (P <0.05), while prognosis in patients aged 18-40 years may not be influenced by PCA (P > 0.05). The impact of PCA on the prognosis of breast cancer patients was related to molecular type, patient age, and type of PCA. In clinical trials of breast cancer, the exclusion criteria for PCA patients may be modified according to the above variables.
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Affiliation(s)
- Weixun Lin
- Department of Thyroid, Breast and Hernia Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong, China
| | - Yaokun Chen
- Department of Thyroid, Breast and Hernia Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong, China
| | - Zeqi Ji
- Department of Thyroid, Breast and Hernia Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong, China
| | - Lingzhi Chen
- Department of Thyroid, Breast and Hernia Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong, China
| | - Jinyao Wu
- Department of Thyroid, Breast and Hernia Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong, China
| | - Yexi Chen
- Department of Thyroid, Breast and Hernia Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong, China
| | - Zhiyang Li
- Department of Thyroid, Breast and Hernia Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041 Guangdong, China
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18
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Vazquez ED, Fang X, Levesque LA, Huynh M, Venegas C, Lu N, Salazar N. Chemokine receptors differentially expressed by race category and molecular subtype in the breast cancer TCGA cohort. Sci Rep 2022; 12:10825. [PMID: 35754051 PMCID: PMC9234040 DOI: 10.1038/s41598-022-14734-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 06/13/2022] [Indexed: 11/22/2022] Open
Abstract
Racial disparities in mortality due to metastasis remain significant among breast cancer patients. Chemokine receptors contribute to breast tumors and metastatic outcome. We explored for significant differences in chemokine receptor expression in breast tumors from Black, Asian, and White patients in The Cancer Genome Atlas. We show that despite sharing the same molecular subtype, expression of the chemokine receptors ACKR1, CCR3, CCR6, CCRL1, CCRL2, CXCR1, CXCR2, CXCR4, CXCR6, and CXC3CR1 was significantly different depending on racial group. For patients with triple negative breast cancer, CCR3 was higher in Black versus White and CCRL2 was higher in Asian versus White. In luminal A tumors, ACKR1 was lower in Asian versus White, CCR3 was higher in Black versus White, and CCR6 and CXC3CR1 were lower in Black versus White. In luminal B tumors, CCRL2 was lower in Black versus White, CXCR1 and CXC3CR1 were lower in Asian versus White, and CXCR2 was lower in Black and Asian versus White. In HER2 enriched tumors, CCR3 was higher in Black versus White and CXCR4 lower in Asian versus White. CCR3, CCR6, and CXCR6 associated with worse patient survival. These findings can inform improved treatment strategies to decrease racial disparities in breast cancer burden.
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Affiliation(s)
- Elissa D Vazquez
- Department of Biology, San Francisco State University, San Francisco, CA, 94132, USA
| | - Xiangyi Fang
- Department of Biology, San Francisco State University, San Francisco, CA, 94132, USA
| | - Lauren A Levesque
- Department of Biology, San Francisco State University, San Francisco, CA, 94132, USA
| | - Mike Huynh
- Department of Biology, San Francisco State University, San Francisco, CA, 94132, USA
| | - Citlali Venegas
- Department of Biology, San Francisco State University, San Francisco, CA, 94132, USA
| | - Nhien Lu
- Department of Biology, San Francisco State University, San Francisco, CA, 94132, USA
| | - Nicole Salazar
- Department of Biology, San Francisco State University, San Francisco, CA, 94132, USA.
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Wang Y, Wan Z. Spatial autocorrelation and stratified heterogeneity in the evaluation of breast cancer risk inequity and socioeconomic factors analysis in China: Evidence from Nanchang, Jiangxi Province. GEOSPATIAL HEALTH 2022; 17. [PMID: 35579243 DOI: 10.4081/gh.2022.1078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/29/2022] [Indexed: 06/15/2023]
Abstract
Study of socioeconomic factors can play an important role in the spatial distribution of breast cancer by leading to a better understanding of its spatial pattern and assist breast cancer screening and early diagnosis. Taking Nanchang, a major city in central China, as an example, spatial autocorrelation and stratified heterogeneity were applied using a 10 10 km grid division to analyse breast cancer risk and socioeconomic factors. The research results showed that the median incidence rate of female breast cancer in Nanchang from 2016 to 2018 was 6.6/100,000 with a standard deviation of 12.3/100,000. Areas with higher incidence rates were mainly located in the central urban area and the major county towns. Spatial regression analysis showed that there was a statistically significant correlation between the spatial patterns of breast cancer incidence on the one hand, and on the other socioeconomic factors, such as total gross domestic product (GDP), per capita GDP and density of places of social and economic activities, i.e. points of interest. In addition, the normalized difference vegetation index also played a part in this respect. This research could serve as a reference for regional public health policy formulation and breast cancer screening.
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Affiliation(s)
- Yaqi Wang
- Comprehensive Tumour Internal Department, Jiangxi Provincial Cancer Hospital, Nanchang.
| | - Zhiwei Wan
- School of Geography and Environmental Engineering, Gannan Normal University, Ganzhou.
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20
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Llera AS, Abdelhay ESFW, Artagaveytia N, Daneri-Navarro A, Müller B, Velazquez C, Alcoba EB, Alonso I, Alves da Quinta DB, Binato R, Bravo AI, Camejo N, Carraro DM, Castro M, Castro-Cervantes JM, Cataldi S, Cayota A, Cerda M, Colombo A, Crocamo S, Del Toro-Arreola A, Delgadillo-Cisterna R, Delgado L, Dreyer-Breitenbach M, Fejerman L, Fernández EA, Fernández J, Fernández W, Franco-Topete RA, Gabay C, Gaete F, Garibay-Escobar A, Gómez J, Greif G, Gross TG, Guerrero M, Henderson MK, Lopez-Muñoz ME, Lopez-Vazquez A, Maldonado S, Morán-Mendoza AJ, Nagai MA, Oceguera-Villanueva A, Ortiz-Martínez MA, Quintero J, Quintero-Ramos A, Reis RM, Retamales J, Rivera-Claisse E, Rocha D, Rodríguez R, Rosales C, Salas-González E, Sanchotena V, Segovia L, Sendoya JM, Silva-García AA, Trinchero A, Valenzuela O, Vedham V, Zagame L, Podhajcer OL. The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients. Front Oncol 2022; 12:835626. [PMID: 35433488 PMCID: PMC9007037 DOI: 10.3389/fonc.2022.835626] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 02/14/2022] [Indexed: 11/13/2022] Open
Abstract
Purposes Most molecular-based published studies on breast cancer do not adequately represent the unique and diverse genetic admixture of the Latin American population. Searching for similarities and differences in molecular pathways associated with these tumors and evaluating its impact on prognosis may help to select better therapeutic approaches. Patients and Methods We collected clinical, pathological, and transcriptomic data of a multi-country Latin American cohort of 1,071 stage II-III breast cancer patients of the Molecular Profile of Breast Cancer Study (MPBCS) cohort. The 5-year prognostic ability of intrinsic (transcriptomic-based) PAM50 and immunohistochemical classifications, both at the cancer-specific (OSC) and disease-free survival (DFS) stages, was compared. Pathway analyses (GSEA, GSVA and MetaCore) were performed to explore differences among intrinsic subtypes. Results PAM50 classification of the MPBCS cohort defined 42·6% of tumors as LumA, 21·3% as LumB, 13·3% as HER2E and 16·6% as Basal. Both OSC and DFS for LumA tumors were significantly better than for other subtypes, while Basal tumors had the worst prognosis. While the prognostic power of traditional subtypes calculated with hormone receptors (HR), HER2 and Ki67 determinations showed an acceptable performance, PAM50-derived risk of recurrence best discriminated low, intermediate and high-risk groups. Transcriptomic pathway analysis showed high proliferation (i.e. cell cycle control and DNA damage repair) associated with LumB, HER2E and Basal tumors, and a strong dependency on the estrogen pathway for LumA. Terms related to both innate and adaptive immune responses were seen predominantly upregulated in Basal tumors, and, to a lesser extent, in HER2E, with respect to LumA and B tumors. Conclusions This is the first study that assesses molecular features at the transcriptomic level in a multicountry Latin American breast cancer patient cohort. Hormone-related and proliferation pathways that predominate in PAM50 and other breast cancer molecular classifications are also the main tumor-driving mechanisms in this cohort and have prognostic power. The immune-related features seen in the most aggressive subtypes may pave the way for therapeutic approaches not yet disseminated in Latin America. Clinical Trial Registration ClinicalTrials.gov (Identifier: NCT02326857).
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Affiliation(s)
- Andrea Sabina Llera
- Molecular and Cellular Therapy Laboratory, Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina
| | | | - Nora Artagaveytia
- Hospital de Clínicas Manuel Quintela, Universidad de la República, Montevideo, Uruguay
| | | | | | | | - Elsa B Alcoba
- Hospital Municipal de Oncología María Curie, Buenos Aires, Argentina
| | - Isabel Alonso
- Centro Hospitalario Pereira Rossell, Montevideo, Uruguay
| | - Daniela B Alves da Quinta
- Molecular and Cellular Therapy Laboratory, Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina.,Universidad Argentina de la Empresa (UADE), Instituto de Tecnología (INTEC), Buenos Aires, Argentina
| | - Renata Binato
- Bone Marrow Transplantation Unit, Instituto Nacional de Câncer, Rio de Janeiro, Brazil
| | | | - Natalia Camejo
- Hospital de Clínicas Manuel Quintela, Universidad de la República, Montevideo, Uruguay
| | - Dirce Maria Carraro
- Laboratory of Genomics and Molecular Biology/Centro Internacional de Pesquisa (CIPE), AC Camargo Cancer Center, Sao Paulo, Brazil
| | - Mónica Castro
- Instituto de Oncología Angel Roffo, Buenos Aires, Argentina
| | | | | | | | - Mauricio Cerda
- Integrative Biology Program, Instituto de Ciencias Biomédicas (ICBM), Centro de Informática Médica y Telemedicina, Facultad de Medicina, Instituto de Neurociencias Biomédicas, Universidad de Chile, Santiago, Chile
| | - Alicia Colombo
- Department of Pathology, Facultad de Medicina y Hospital Clínico, Universidad de Chile, Santiago, Chile
| | - Susanne Crocamo
- Oncology Department, Instituto Nacional de Câncer, Rio de Janeiro, Brazil
| | | | | | - Lucía Delgado
- Hospital de Clínicas Manuel Quintela, Universidad de la República, Montevideo, Uruguay
| | - Marisa Dreyer-Breitenbach
- Instituto de Biologia Roberto Alcantara Gomes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Laura Fejerman
- Department of Public Health Sciences and Comprehensive Cancer Center, University of California Davis, Davis, CA, United States
| | - Elmer A Fernández
- Centro de Investigación y Desarrollo en Inmunología y Enfermedades Infecciosas [Centro de Investigación y Desarrollo en Inmunología y Enfermedades Infecciosas (CIDIE) CONICET/Universidad Católica de Córdoba], Córdoba, Argentina.,Facultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba, Córdoba, Argentina
| | | | | | - Ramón A Franco-Topete
- Organismo Público Descentralizado (OPD), Hospital Civil de Guadalajara, Universidad de Guadalajara, Guadalajara, Mexico
| | - Carolina Gabay
- Instituto de Oncología Angel Roffo, Buenos Aires, Argentina
| | | | | | - Jorge Gómez
- Texas A&M University, Houston, TX, United States
| | | | - Thomas G Gross
- Center for Global Health, National Cancer Institute, Rockville, MD, United States
| | | | - Marianne K Henderson
- Center for Global Health, National Cancer Institute, Rockville, MD, United States
| | | | | | | | | | - Maria Aparecida Nagai
- Center for Translational Research in Oncology, Cancer Institute of São Paulo (ICESP), Sao Paulo University Medical School, Sao Paulo, Brazil
| | | | | | | | | | - Rui M Reis
- Molecular Oncology Research Center, Hospital de Câncer de Barretos, Barretos, Brazil
| | - Javier Retamales
- Grupo Oncológico Cooperativo Chileno de Investigación, Santiago, Chile
| | | | - Darío Rocha
- Facultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba, Córdoba, Argentina
| | | | - Cristina Rosales
- Hospital Municipal de Oncología María Curie, Buenos Aires, Argentina
| | | | | | | | - Juan Martín Sendoya
- Molecular and Cellular Therapy Laboratory, Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina
| | - Aida A Silva-García
- Organismo Público Descentralizado (OPD), Hospital Civil de Guadalajara, Universidad de Guadalajara, Guadalajara, Mexico
| | | | | | - Vidya Vedham
- Center for Global Health, National Cancer Institute, Rockville, MD, United States
| | - Livia Zagame
- Instituto Jalisciense de Cancerologia, Guadalajara, Mexico
| | | | - Osvaldo L Podhajcer
- Molecular and Cellular Therapy Laboratory, Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina
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21
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Wang X, Cho-Phan CD, Hoskins KF, Calip GS. Understanding Racial and Ethnic Inequities in Uptake and Outcomes Following Multigene Prognostic Testing in Early Breast Cancer: The Promise of Real-World Data. Cancer Epidemiol Biomarkers Prev 2022; 31:704-706. [PMID: 35373264 DOI: 10.1158/1055-9965.epi-22-0066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 02/02/2022] [Accepted: 02/10/2022] [Indexed: 11/16/2022] Open
Abstract
In the past decades, multigene prognostic testing, such as Oncotype DX (ODX), has been increasingly used to inform treatment decisions for patients with early-stage breast cancer. This advance in precision oncology has increased existing concerns about differential access to genomic testing across racial and ethnic groups. The investigation by Moore and colleagues, analyzing real-world data from the National Cancer Database, shows that patients of color with breast cancer were less likely to receive ODX testing and Black patients were more likely to have a high risk Recurrence Score (RS) compared with White patients. This study emphasizes that the appropriate adoption of ODX testing is critical to promote equitable cancer care for patients with breast cancer. The reported associations on overall survival across specific racial and ethnic groups provided here give additional insight to the known associations between the ODX RS and outcomes of distant recurrence and cancer-specific mortality. Analyses of contemporary, real-world data from diverse populations with long-term follow-up should continue to keep pace with the expansion of precision breast cancer care to better understand and mitigate potentially widening inequities in genomic testing. See related article by Moore et al., p. 821.
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Affiliation(s)
| | | | - Kent F Hoskins
- Division of Hematology and Oncology, Departmet of Medicine, University of Illinois at Chicago, Chicago, Illinois
| | - Gregory S Calip
- Flatiron Health, New York, New York.,Department of Pharmacy Systems, Outcomes and Policy, University of Illinois at Chicago, Chicago, Illinois
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22
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Moloney C, Shiely F. Under-served groups remain underserved as eligibility criteria routinely exclude them from breast cancer trials. J Clin Epidemiol 2022; 147:132-141. [PMID: 35341945 DOI: 10.1016/j.jclinepi.2022.03.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 03/08/2022] [Accepted: 03/21/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Under-served groups are populations unrepresented or disengaged from medical research or services despite a disproportionately high healthcare burden. Under-served groups may be directly (age, pregnancy as examples) or indirectly excluded (provision of written information in one language only as example) from trial enrolment by strict eligibility exclusions. The purpose of our study was to assess eligibility criteria in published phase III breast cancer clinical trials to determine whether they excluded under-served groups either directly, or indirectly. STUDY DESIGN AND SETTING Medline was searched for phase III randomised controlled trials evaluating interventional drugs for breast cancer in high-impact journals published between January 1st, 2010 and December 31st, 2020. 5133 eligible trials were returned and 40 selected, by simple randomization, for inclusion. RESULTS All 40 trials had multiple exclusions that affected recruitment of under-served groups. Clinical or scientific rationale for the recorded inclusion and exclusion criteria was under-reported in 39 of 40 trials. CONCLUSIONS Clinical trial eligibility criteria exclude under-served groups from breast cancer trials. Trialists should provide a justification for each eligibility criterion and funders, reviewers, ethics committees, and others should demand one. Without this under-served groups will remain just that: under-served.
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Affiliation(s)
- Carolyn Moloney
- TRAMS (Trials Research and Methodologies Unit), Trial Forge, HRB Clinical Research Facility, University College Cork
| | - Frances Shiely
- TRAMS (Trials Research and Methodologies Unit), Trial Forge, HRB Clinical Research Facility, University College Cork; School of Public Health, University College Cork.
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23
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Yu AYL, Thomas SM, DiLalla GD, Greenup RA, Hwang ES, Hyslop T, Menendez CS, Plichta JK, Tolnitch LA, Fayanju OM. Disease characteristics and mortality among Asian women with breast cancer. Cancer 2022; 128:1024-1037. [PMID: 34792814 PMCID: PMC8837687 DOI: 10.1002/cncr.34015] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 10/11/2021] [Accepted: 10/14/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Asian women with breast cancer are often studied in aggregate, belying significant intragroup diversity. The authors sought to examine differences in breast cancer characteristics and outcomes among Asian women. METHODS Asian, non-Hispanic Black, Hispanic, and non-Hispanic White women aged 18 years and older who were diagnosed with breast cancer from 1990 to 2016 were identified in the Surveillance, Epidemiology, and End Results 18 database. Asian patients were subclassified as Chinese, Japanese, Korean, Filipino, Vietnamese, South Asian (Asian Indian or Pakistani), Southeast Asian (SEA, i.e., Cambodian, Laotian, Hmong, or Thai), or other Asian. Unadjusted overall survival (OS) and cancer-specific survival (CSS) were estimated using the Kaplan-Meier method. Cox proportional hazards models were used to estimate adjusted OS and CSS. RESULTS In total, 910,415 women were included (Asian, n = 63,405; Black, n = 92,226; Hispanic, n = 84,451; White, n = 670,333). Asian women had higher rates of human epidermal growth factor receptor 2 (HER2)-positive disease compared with White women (18.7% vs 13.8%) and had the highest 10-year unadjusted OS and CSS among all racial/ethnic groups (all P < .001). SEA women had the highest rates of stage IV disease at presentation, whereas Japanese women had the lowest rates (5.9% vs 2.7%; P < .001). Japanese women had the highest 10-year unadjusted CSS (89.4%; 95% confidence interval, 88.7%-90.1%) of any distinct Asian group, whereas SEA women had the worst unadjusted CSS (78%; 95% confidence interval, 74.1%-81.3%; P < .001). After adjustment, SEA women had the worst OS of any Asian group and were the only Asian group without improved OS compared with White women (reference category; P = .08). CONCLUSIONS Breast cancer characteristics and outcomes vary significantly among Asian women. Future research should consider disaggregation by country or region of origin to identify subgroups that are at risk for worse outcomes than aggregated data may suggest. LAY SUMMARY Asian women with breast cancer are frequently studied as a single entity. However, Asian ethnic groups differ greatly by country of origin, genetic ancestry, disease frequency, socioeconomic status, patterns of immigration, as well as dietary and cultural practices. Women of different Asian ethnicities vary significantly with regard to cancer characteristics, such as mortality and tumor subtype. Future research should disaggregate these populations to better understand, treat, and counsel Asian patients with breast cancer.
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Affiliation(s)
| | - Samantha M Thomas
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina.,Duke Cancer Institute, Durham, North Carolina
| | - Gayle D DiLalla
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Rachel A Greenup
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - E Shelley Hwang
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Terry Hyslop
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina.,Duke Cancer Institute, Durham, North Carolina
| | - Carolyn S Menendez
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Jennifer K Plichta
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Lisa A Tolnitch
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Oluwadamilola M Fayanju
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina.,Department of Surgery, Durham Veterans Affairs Medical Center, Durham, North Carolina
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24
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reda R, Al-Karmalawy AA, Alotaibi M, saleh M. Quinoxaline Derivatives as a Promising Scaffold for Breast Cancer Treatment. NEW J CHEM 2022. [DOI: 10.1039/d2nj00050d] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
According to Global Cancer Statistics 2021, female breast cancer has exceeded lung cancer as the most frequently diagnosed cancer. As a result of this widespread breast cancer, it was necessary...
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25
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A comprehensive review on immuno-nanomedicine for breast cancer therapy: Technical challenges and troubleshooting measures. Int Immunopharmacol 2021; 103:108433. [PMID: 34922248 DOI: 10.1016/j.intimp.2021.108433] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 12/01/2021] [Accepted: 12/01/2021] [Indexed: 11/21/2022]
Abstract
Nanosized drug carriers have received a major attention in cancer therapeutics and theranostics. The immuno-nanomedicine is a combination of monoclonal antibody (mAb)/mAb-drug-nanoparticles. The immuno-nanomedicine offers a promising strategy to target cancer cells. However, the understating of nanotechnology, cancer biology, immunomedicine, and nanoparticle surface chemistry has provided a better clue to prepare the effective immuno-nanomedicine for cancer therapy. Moreover, the selection of nanoparticles type and its composition is essential for development of efficient drug delivery system (DDS) to target the cancer cell site. Immuno-nanomedicine works in the ligand-receptor binding mechanism through the interaction of mAb conjugated nanoparticles and specific antigen over expressed on target cancer cells. Therefore, the selection of specific receptors in the cancer cell and their ligand is important to prepare the active immuno-nanomedicines. Moreover, the factors such as drug loading, entrapment efficiency, size, shape, and ligand conjugation of a nanocarrier are considered as major factors for a better cancer cell, internalization, drug release, and cancer cell ablation. The target-based over-expression of antigen, mAb is engineered and conjugated with nanoparticles for successful targeting of the cancer cells without causing adverse effects to normal cells. Therefore, this review analyzed the fundamental factors in the immuno-nanomedicine for breast cancer and its technical challenges in the fabrication of the antibody alone/and drug conjugated nanoparticles.
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26
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Luo Y, Carretta H, Lee I, LeBlanc G, Sinha D, Rust G. Naïve Bayesian network-based contribution analysis of tumor biology and healthcare factors to racial disparity in breast cancer stage-at-diagnosis. Health Inf Sci Syst 2021; 9:35. [PMID: 34631040 PMCID: PMC8463645 DOI: 10.1007/s13755-021-00165-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 09/04/2021] [Indexed: 10/20/2022] Open
Abstract
BACKGROUND Variation in breast cancer stage at initial diagnosis (including racial disparities) is driven both by tumor biology and healthcare factors. METHODS We studied women age 67-74 with initial diagnosis of breast cancer from 2006 through 2014 in the SEER-Medicare database. We extracted variables related to tumor biology (histologic grade and hormone receptor status) and healthcare factors (screening mammography [SM] utilization and time delay from mammography to diagnostic biopsy). We used naïve Bayesian networks (NBNs) to illustrate the relationships among patient-specific factors and stage-at-diagnosis for African American (AA) and white patients separately. After identifying and controlling confounders, we conducted counterfactual inference through the NBN, resulting in an unbiased evaluation of the causal effects of individual factors on the expected utility of stage-at-diagnosis. An NBN-based decomposition mechanism was developed to evaluate the contributions of each patient-specific factor to an actual racial disparity in stage-at-diagnosis. 2000 bootstrap samples from our training patients were used to compute the 95% confidence intervals (CIs) of these contributions. RESULTS Using a causal-effect contribution analysis, the relative contributions of each patient-specific factor to the actual racial disparity in stage-at-diagnosis were as follows: tumor grade, 45.1% (95% CI: 44.5%, 45.8%); hormone receptor status, 5.0% (4.5%, 5.4%); mammography utilization, 23.1% (22.4%, 24.0%); and biopsy delay 26.8% (26.1%, 27.3%). CONCLUSION The modifiable mechanisms of mammography utilization and biopsy delay drive about 49.9% of racial difference in stage-at-diagnosis, potentially guiding more targeted interventions to eliminate cancer outcome disparities. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s13755-021-00165-5.
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Affiliation(s)
- Yi Luo
- Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, 1115 West Call Street, Tallahassee, FL USA
| | - Henry Carretta
- Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, 1115 West Call Street, Tallahassee, FL USA
| | - Inkoo Lee
- Department of Statistics, Florida State University, 117 N. Woodward Ave., Tallahassee, FL USA
| | - Gabrielle LeBlanc
- Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, 1115 West Call Street, Tallahassee, FL USA
| | - Debajyoti Sinha
- Department of Statistics, Florida State University, 117 N. Woodward Ave., Tallahassee, FL USA
| | - George Rust
- Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, 1115 West Call Street, Tallahassee, FL USA
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27
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Yu XQ, Goldsbury D, Feletto E, Koh CE, Canfell K, O'Connell DL. Socioeconomic disparities in colorectal cancer survival: contributions of prognostic factors in a large Australian cohort. J Cancer Res Clin Oncol 2021; 148:2971-2984. [PMID: 34822016 PMCID: PMC8614213 DOI: 10.1007/s00432-021-03856-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 11/10/2021] [Indexed: 12/24/2022]
Abstract
Purpose We quantified the contributions of prognostic factors to socioeconomic disparities in colorectal cancer survival in a large Australian cohort. Methods The sample comprised 45 and Up Study participants (recruited 2006–2009) who were subsequently diagnosed with colorectal cancer. Both individual (education attained) and neighbourhood socioeconomic measures were used. Questionnaire responses were linked with cancer registrations (to December 2013), records for hospital inpatient stays, emergency department presentations, death information (to December 2015), and Medicare and Pharmaceutical Benefits claims for subsidised procedures and medicines. Proportions of socioeconomic survival differences explained by prognostic factors were quantified using multiple Cox proportional hazards regression. Results 1720 eligible participants were diagnosed with colorectal cancer after recruitment: 1174 colon and 546 rectal cancers. Significant colon cancer survival differences were only observed for neighbourhood socioeconomic measure (p = 0.033): HR = 1.55; 95% CI 1.09–2.19 for lowest versus highest quartile, and disease-related factors explained 95% of this difference. For rectal cancer, patient- and disease-related factors were the main drivers of neighbourhood survival differences (28–36%), while these factors and treatment-related factors explained 24–41% of individual socioeconomic differences. However, differences remained significant for rectal cancer after adjusting for all these factors. Conclusion In this large contemporary Australian cohort, we identified several drivers of socioeconomic disparities in colorectal cancer survival. Understanding of the role these contributors play remains incomplete, but these findings suggest that improving access to optimal care may significantly reduce these survival disparities.
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Affiliation(s)
- Xue Qin Yu
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia.
| | - David Goldsbury
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia
| | - Eleonora Feletto
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia
| | - Cherry E Koh
- Department of Colorectal Surgery, Royal Prince Alfred Hospital, Sydney, NSW, Australia
- Discipline of Surgery, Central Clinical School, The University of Sydney, Sydney, NSW, Australia
| | - Karen Canfell
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia
- Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - Dianne L O'Connell
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia
- School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
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28
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Prediction of HER2 expression in breast cancer by combining PET/CT radiomic analysis and machine learning. Ann Nucl Med 2021; 36:172-182. [PMID: 34716873 DOI: 10.1007/s12149-021-01688-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 10/20/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Human epidermal growth factor receptor 2 (HER2) expression status determination significantly contributes to HER2-targeted therapy in breast cancer (BC). The purpose of this study was to evaluate the role of radiomics and machine learning based on PET/CT images in HER2 status prediction, and to identify the most effective combination of machine learning model and radiomic features. METHODS A total of 217 BC patients who underwent PET/CT examination were involved in the study and randomly divided into a training set (n = 151) and a testing set (n = 66). For all four models, the model parameters were determined using a threefold cross-validation in the training set. Each model's performance was evaluated on the independent testing set using the receiver operating characteristic (ROC) curve, and AUC was calculated to get a quantified performance measurement of each model. RESULTS Among the four developed machine learning models, the XGBoost model outperformed other machine learning models in HER2 status prediction. Furthermore, compared to the XGBoost model based on PET alone or CT alone radiomic features, the predictive power for HER2 status by using XGBoost model based on PET/CTmean or PET/CTconcat radiomic fusion features was dramatically improved with an AUC of 0.76 (95% confidence interval [CI] 0.69-0.83) and 0.72 (0.65-0.80), respectively. CONCLUSIONS The established machine learning classifier based on PET/CT radiomic features is potentially predictive of HER2 status in BC.
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29
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Bhattacharyya O, Li Y, Fisher JL, Tsung A, Eskander MF, Hamad A, Obeng-Gyasi S. Low neighborhood socioeconomic status is associated with higher mortality and increased surgery utilization among metastatic breast cancer patients. Breast 2021; 59:314-320. [PMID: 34388697 PMCID: PMC8361177 DOI: 10.1016/j.breast.2021.08.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 07/31/2021] [Accepted: 08/02/2021] [Indexed: 12/16/2022] Open
Abstract
PURPOSE Low socioeconomic status (SES) is associated with advanced stage, lower-quality care, and higher mortality among breast cancer patients. The purpose of this study is to examine the association between neighborhood SES (nSES), surgical management, and disease-specific mortality in de novo metastatic breast cancer (MBC) patients in the Surveillance, Epidemiology, and End Results (SEER) Program. METHODS MBC patients ages 18 to 85+ years diagnosed from 2010 through 2016 were identified in SEER. The cohort was divided into low, middle, and high nSES based on the NCI census tract-level index. Univariable and multivariable analyses were used to examine the relationship between nSES, surgery, and disease specific mortality in MBC patients. RESULTS There were 24,532 de novo MBC patients who met study criteria, with 28.7 % undergoing surgery. Over the study period, surgery utilization decreased across all nSES groups. However, lower nSES was associated with a higher odds of undergoing surgery (low OR 1.25 [1.15-1.36] p < 0.001; middle OR 1.09 [1.01-1.18] p = 0.022; ref high). Living in an area with lower SES was associated with a worse disease specific mortality (low HR 1.24 [1.25, 1.44; ], middle 1.20 [1.1-1.29]: ref high). Specifically, there was a 9.26 month mean survival differences between the lowest (41.02 ± 0.47 months) and highest (50.28 ± 0.47 months) nSES groups. CONCLUSION These results suggest area of residence may contribute to differences in surgical management and clinical outcomes among de novo MBC patients. Future studies should examine the contributions of patient characteristics and preferences within the context of surgeon recommendations.
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Affiliation(s)
| | - Yaming Li
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA
| | - James L Fisher
- The Ohio State University College of Medicine, Columbus, OH, USA; James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | - Allan Tsung
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA
| | - Mariam F Eskander
- Indiana University Purdue University, Department of Economics, Indianapolis, IN, USA
| | - Ahmad Hamad
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA
| | - Samilia Obeng-Gyasi
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA.
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30
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Fan Y, Wang Y, He L, Imani S, Wen Q. Clinical features of patients with HER2-positive breast cancer and development of a nomogram for predicting survival. ESMO Open 2021; 6:100232. [PMID: 34392135 PMCID: PMC8371219 DOI: 10.1016/j.esmoop.2021.100232] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 07/06/2021] [Accepted: 07/13/2021] [Indexed: 12/17/2022] Open
Abstract
Background Different estrogen receptor (ER) and progesterone receptor (PR) expression patterns have important biological and therapeutic implications in patients with human epidermal growth factor receptor 2 (HER2)-positive breast cancer. However, little is known about hormone receptor (HR)-positive and triple-positive subtypes, making therapy selection and survival prognosis difficult. This study investigated the clinical characteristics and nomogram-predicted survival of patients with HER2-positive breast cancer. Materials and methods Data on patients with HER2-positive breast cancer were retrieved from the Surveillance, Epidemiology, and End Results database. Comparisons were carried out between single HR-positive and double HR-positive/double HR-negative subtypes. A nomogram-based model of predicted outcomes was developed. Results This cohort study included 34 819 patients with breast cancer (34 606 women and 213 men). Single HR-positive and double HR-positive/double HR-negative subtypes showed distinct clinicopathological characteristics. Multivariable Cox regression analysis showed that patients with ER-positive/PR-negative/HER2-positive [hazard ratio (HR) = 1.24; 95% confidence interval (CI): 1.14-1.39], ER-negative/PR-positive/HER2-positive (HR = 1.56; 95% CI: 1.23-1.97), and ER-negative/PR-negative/HER2-positive (HR = 1.56; 95% CI: 1.43-1.70) subtypes had worse breast cancer-specific survival than patients with the triple-positive subtype. Thirteen clinical parameters were included as prognostic factors in the nomogram: age, sex, race, grade, histology type, bone, brain, liver, and lung metastasis, TNM (tumor–node–metastasis) staging, and molecular subtype. The C-index was 0.853 (95% CI: 0.845-0.861). Calibration plots indicated that the nomogram-predicted survival was consistent with the recorded 3-year and 5-year prognoses. Conclusions Significant differences in survival rates were observed between single HR-positive and double HR-positive/double HR-negative subtypes. A nomogram accurately predicted survival. Different treatment strategies may be required for HER2-positive patients with single HR-positive and double HR-positive tumors to ensure optimal treatment and benefits. Significant differences in survival were observed in single HR-positive and double HR-positive/double HR-negative subtypes. A nomogram based on molecular subtypes of HER2-positive breast cancer accurately predicted breast cancer-specific survival. Different treatment strategies may be required for HER2-positive breast cancer to ensure optimal treatment and benefits.
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Affiliation(s)
- Y Fan
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, P. R. China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, P. R. China; Academician (Expert) Workstation of Sichuan Province, Luzhou, P. R. China.
| | - Y Wang
- Health Management Department, The Affiliated Hospital of Southwest Medical University, Luzhou, P. R. China
| | - L He
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, P. R. China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, P. R. China; Academician (Expert) Workstation of Sichuan Province, Luzhou, P. R. China
| | - S Imani
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, P. R. China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, P. R. China; Academician (Expert) Workstation of Sichuan Province, Luzhou, P. R. China
| | - Q Wen
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, P. R. China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, P. R. China; Academician (Expert) Workstation of Sichuan Province, Luzhou, P. R. China
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Nygaard RM, Endorf FW. Nonmedical Factors Influencing Early Deaths in Burns: A Study of the National Burn Repository. J Burn Care Res 2021; 41:3-7. [PMID: 31420652 DOI: 10.1093/jbcr/irz139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
It is well-established that survival in burn injury is primarily dependent on three factors: age, percent total-body surface area burned (%TBSA), and inhalation injury. However, it is clear that in other (nonburn) conditions, nonmedical factors may influence mortality. Even in severe burns, patients undergoing resuscitation may survive for a period of time before succumbing to infection or other complications. In some cases, though, families in conjunction with caregivers may choose to withdraw care and not resuscitate patients with large burns. We wanted to investigate whether any nonmedical socioeconomic factors influenced the rate of early deaths in burn patients. The National Burn Repository (NBR) was used to identify patients that died in the first 72 hours after injury and those that survived more than 72 hours. Both univariate and multivariate regression analyses were used to examine factors including age, gender, race, comorbidities, burn size, inhalation injury, and insurance type, and determine their influence on deaths within 72 hours. A total of 133,889 burn patients were identified, 1362 of which died in the first 72 hours. As expected, the Baux score (age plus burn size), and inhalation injury predicted early deaths. Interestingly, on multivariate analysis, patients with Medicare (p = .002), self-pay patients (p < .001), and those covered by automobile policies (p = .045) were significantly more likely to die early than those with commercial insurance. Medicaid patients were more likely to die early, but not significantly (p = .188). Worker's compensation patients were more likely to survive the first 72 hours compared with patients with commercial insurance (p < .001). Men were more likely to survive the early period than women (p = .043). On analysis by race, only Hispanic patients significantly differed from white patients, and Hispanics were more likely to survive the first 72 hours (p = .028). Traditional medical factors are major factors in early burn deaths. However, these results show that nonmedical socioeconomic factors including race, gender, and especially insurance status influence early burn deaths as well.
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Kuksis M, Gao Y, Tran W, Hoey C, Kiss A, Komorowski AS, Dhaliwal AJ, Sahgal A, Das S, Chan KK, Jerzak KJ. The incidence of brain metastases among patients with metastatic breast cancer: a systematic review and meta-analysis. Neuro Oncol 2021; 23:894-904. [PMID: 33367836 PMCID: PMC8168821 DOI: 10.1093/neuonc/noaa285] [Citation(s) in RCA: 119] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Patients with metastatic breast cancer (MBC) are living longer, but the development of brain metastases often limits their survival. We conducted a systematic review and meta-analysis to determine the incidence of brain metastases in this patient population. METHODS Articles published from January 2000 to January 2020 were compiled from four databases using search terms related to breast cancer, brain metastasis, and incidence. The overall and per patient-year incidence of brain metastases were extracted from studies including patients with human epidermal growth factor receptor-2 positive (HER2+), triple negative, and hormone receptor (HR)+/hormone receptor negative (HER2-) MBC; pooled overall estimates for incidence were calculated using random effects models. RESULTS 937 articles were compiled, and 25 were included in the meta-analysis. Incidence of brain metastases in patients with HER2+ MBC, triple negative MBC, and HR+/HER2- MBC was reported in 17, 6, and 4 studies, respectively. The pooled cumulative incidence of brain metastases was 31% for the HER2+ subgroup (median follow-up: 30.7 months, IQR: 24.0-34.0), 32% for the triple negative subgroup (median follow-up: 32.8 months, IQR: 18.5-40.6), and 15% among patients with HR+/HER2- MBC (median follow-up: 33.0 months, IQR: 31.9-36.2). The corresponding incidences per patient-year were 0.13 (95% CI: 0.10-0.16) for the HER2+ subgroup, 0.13 (95%CI: 0.09-0.20) for the triple negative subgroup, and only 0.05 (95%CI: 0.03-0.08) for patients with HR+/HER2- MBC. CONCLUSION There is a high incidence of brain metastases among patients with HER2+ and triple negative MBC. The utility of a brain metastases screening program warrants investigation in these populations.
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Affiliation(s)
- Markus Kuksis
- Department of Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Yizhuo Gao
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - William Tran
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Christianne Hoey
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Alex Kiss
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Adam S Komorowski
- Division of Medical Microbiology, McMaster University, Hamilton, Ontario, Canada
| | - Aman J Dhaliwal
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Arjun Sahgal
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Sunit Das
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Kelvin K Chan
- Division of Medical Oncology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- The Canadian Centre for Applied Research in Cancer Control, Vancouver, British Columbia, Canada
| | - Katarzyna J Jerzak
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Division of Medical Oncology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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Underrepresentation of Racial Minorities in Breast Surgery Literature: A Call for Increased Diversity and Inclusion. Ann Surg 2021; 273:202-207. [PMID: 32941269 DOI: 10.1097/sla.0000000000004481] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVE In this study, the extent of racial diversity in images of breast-related plastic surgery published literature was investigated to better understand disparities that exist in breast surgery. BACKGROUND The lack of racial diversity in images of skin color in surgery literature can perpetuate implicit bias and stereotypes. Implicit bias can affect the way patients are evaluated, diagnosed, and treated. The visual aspects of plastic surgery make a lack of diversity in imagery especially impactful on patient care and outcomes. METHODS Published medical images and graphics depicting human skin were analyzed across 4 major plastic surgery journals. Up to 4 years were chosen a priori to evaluate from each journal and represented the initial year of color image publication, the year of study initiation (2016), and representative years for a given decade (2000 and 2010). Images and graphics were tabulated, rated by Fitzpatrick scale and categorized into "White" or "non-White." Data were evaluated with pair-wise and linear regression statistics. RESULTS Of the 2774 images and 353 graphics that met inclusion criteria, only 184 (8.18%) images and 9 graphics (6.34%) depicted non-White skin. Temporal analysis showed that there is an increased diversity of images published since 2010 with 0% of images being non-White before and 7.3% to 10.3% after 2010. International and multi-national authors tended to publish more non-White images. CONCLUSIONS There is insufficient racial diversity visually represented in the breast-related plastic surgery literature with a small degree of progress made towards more equitable imagery over time. Increasing awareness of image content, and the need for equitable visual representation may allow for improved racial diversity in surgical literature.
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de Oliveira NPD, Cancela MDC, Martins LFL, de Souza DLB. Spatial distribution of advanced stage diagnosis and mortality of breast cancer: Socioeconomic and health service offer inequalities in Brazil. PLoS One 2021; 16:e0246333. [PMID: 33534799 PMCID: PMC7857585 DOI: 10.1371/journal.pone.0246333] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 01/18/2021] [Indexed: 01/12/2023] Open
Abstract
Breast cancer presents high incidence and mortality rates, being considered an important public health issue. Analyze the spatial distribution pattern of late stage diagnosis and mortality for breast cancer and its correlation with socioeconomic and health service offer-related population indicators. Ecological study, developed with 161 Intermediate Region of Urban Articulation (IRUA). Mortality data were collected from the Mortality Information System (MIS). Tumor staging data were extracted from the Hospital Cancer Registry (HCR). Socioeconomic variables were obtained from the Atlas of Human Development in Brazil; data on medical density and health services were collected from the National Registry of Health Institutions (NRHI) and Supplementary National Health Agency. Global Moran's Index and Local Indicator of Spatial Association (LISA) were utilized to verify the existence of territorial clusters. Multivariate analysis used models with global spatial effects. The proportion of late stage diagnosis of breast cancer was 39.7% (IC 39.4–40.0). The mean mortality rate for breast cancer, adjusted by the standard world population was 10.65 per 100,000 women (± 3.12). The proportion of late stage diagnosis presented positive spatial correlation with Gini’s Index (p = 0.001) and negative with the density of gynecologist doctors (p = 0.009). The adjusted mortality rates presented a positive spatial correlation with the Human Development Index (p<0.001) and density of gynecologist doctors (p<0.001). Socioeconomic and health service offer-related inequalities of the Brazilian territory are determinants of the spatial pattern of breast cancer morbimortality in Brazil.
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Affiliation(s)
| | - Marianna de Camargo Cancela
- Division of Surveillance and Analysis, Coordination of Prevention and Vigilance (CONPREV), Brazilian National Institute Cancer (INCA), Ministry of Health, Rio de Janeiro-RJ, Brazil
| | - Luís Felipe Leite Martins
- Division of Populational Research, Coordination of Prevention and Vigilance (CONPREV), Brazilian National Institute Cancer (INCA), Ministry of Health, Rio de Janeiro, RJ, Brazil
| | - Dyego Leandro Bezerra de Souza
- Department of Collective Health, Postgraduate Programme in Collective Health, Federal University of Rio Grande do Norte–UFRN, Natal, RN, Brazil
- Faculty of Health Science and Welfare, Research group on Methodology, Methods, Models and Outcomes of Health and Social Sciences (M3O), Centre for Health and Social Care Research (CESS), University of Vic-Central University of Catalonia (UVic-UCC), Vic, Spain
- * E-mail:
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Vrdoljak E, Gligorov J, Wierinck L, Conte P, De Grève J, Meunier F, Palmieri C, Travado L, Walker A, Wiseman T, Wuerstlein R, Alba E, Biurrún C, D'Antona R, Sola-Morales O, Ubaysi C, Ventura R, Cardoso F. Addressing disparities and challenges in underserved patient populations with metastatic breast cancer in Europe. Breast 2021; 55:79-90. [PMID: 33360479 PMCID: PMC7772562 DOI: 10.1016/j.breast.2020.12.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 12/04/2020] [Accepted: 12/09/2020] [Indexed: 12/24/2022] Open
Abstract
People with metastatic breast cancer face many challenges and disparities in obtaining optimal cancer care. These challenges are accentuated in underserved patient populations across Europe, who are less likely to receive quality healthcare for reasons including socioeconomic inequalities, educational or cultural status, or geographic location. While there are many local and national initiatives targeted to address these challenges, there remains a need to reduce disparities and improve access to healthcare to improve outcomes, with a focus on multidisciplinary stakeholder engagement. In October 2019, a range of experts in metastatic breast cancer, including healthcare professionals, patient representatives, policymakers and politicians, met to discuss and prioritize the critical needs of underserved patient populations with metastatic breast cancer in Europe. Six key challenges faced by these communities were identified: the need for amplification of the metastatic breast cancer patient voice, better and wider implementation of high-quality guidelines for metastatic breast cancer, more collaboration between stakeholders, tailored support for patients from different cultural and ethnic backgrounds, improved data sharing, and work-related issues. The Expert Panel then conceived and discussed potential actionable goals to address each key challenge. Their conclusions present a set of interrelated approaches to address the different challenges and could serve as the basis for concerted improvement of the lives of patients with metastatic breast cancer in Europe.
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Affiliation(s)
- Eduard Vrdoljak
- Department of Oncology, University Hospital Center Split, School of Medicine, University of Split, Spinčićeva 1, Split, HR-21.000, Croatia.
| | - Joseph Gligorov
- Medical Oncology Department, APHP Tenon, 4 Rue de La Chine, Paris, 75020, France.
| | | | - PierFranco Conte
- Department of Surgery, Oncology and Gastroenterology, University of Padova and Medical Oncology 2, IOV - Istituto Oncologico Veneto I.R.C.C.S., Via Giustiniani 2, Padova, 35124, Italy.
| | - Jacques De Grève
- Departments of Genetics and Oncology, Universitair Ziekenhuis (UZ) Brussel, Campus Jette Laarbeeklaan 101, Brussels, 1090, Belgium.
| | - Françoise Meunier
- Federation of European Academies of Medicine, Rue d' Egmont 11, Brussels, 1000, Belgium.
| | - Carlo Palmieri
- The Clatterbridge Cancer Center NHS Foundation Trust, 66 Pembroke Place, Liverpool, L7 8YA, UK; Department of Molecular and Clinical Cancer Medicine, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, UK.
| | - Luzia Travado
- Champalimaud Clinical Center/Champalimaud Foundation, Av. Brasília, Lisbon, 1400-038, Portugal.
| | - Andrew Walker
- Salus Alba Limited, 20-23 Woodside Place, Glasgow, G3 7QL, United Kingdom.
| | - Theresa Wiseman
- The Royal Marsden NHS Foundation Trust, Applied Health Research Department, Fulham Road, London, SW3 6JJ, UK.
| | - Rachel Wuerstlein
- Breast Center, University Hospital Munich (LMU), CCC Munich, Marchioninistraße 15, Munich, D-81377, Germany.
| | - Emilio Alba
- University Hospital Virgen de La Victoria, Campus de Teatinos, S/N, Málaga, 29010, Spain.
| | - Concepción Biurrún
- Federación Española de Cáncer de Mama (FECMA), Carrer de Tusset 32, Barcelona, 08006, Spain.
| | - Rosanna D'Antona
- Europa Donna Italia, Via Conservatorio 15, Milano, 20122, Italy.
| | - Oriol Sola-Morales
- Health Innovation Technology Transfer 'Foundation (FHITT), Aragó 60 Ppal 1a, Barcelona, E-08015, Spain.
| | | | - Roberta Ventura
- ABC Global Alliance, C/o Champalimaud Foundation, Av. Brasília, Lisbon, 1400-038, Portugal.
| | - Fatima Cardoso
- ABC Global Alliance, C/o Champalimaud Foundation, Av. Brasília, Lisbon, 1400-038, Portugal; Breast Unit, Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal.
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A multilevel assessment of the social determinants associated with the late stage diagnosis of breast cancer. Sci Rep 2021; 11:2712. [PMID: 33526801 PMCID: PMC7851160 DOI: 10.1038/s41598-021-82047-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 01/05/2021] [Indexed: 12/22/2022] Open
Abstract
The advanced-stage diagnosis of breast cancer reveals the inequalities associated with socioeconomic conditions and the offer of health services. This study analyzes the prevalence of advanced breast cancer and its relationship with individual and contextual socioeconomic indicators and offer of health service. A cross-sectional study is presented herein, on the assessment of malignant breast neoplasms in women diagnosed between 2006 and 2015 (n = 195,201). Data were collected from the Hospital Cancer Registry (HCR), Atlas of Human Development in Brazil, and from the National Registry of Health Institutions (NRHI). A multilevel Poisson Regression was carried out with random intercept. The prevalence of advanced breast cancer diagnosis was 40.0%. Advanced staging was associated with younger age groups (PR 1.41), race/nonwhite (PR 1.13), lower education levels (PR 1.38), and public access to health services (PR 1.25). There was also an association with a low density of mammographic equipment (PR 1.08), and with low indices of local social inequality (PR 1.33) and human development (PR 0.80). This study maps and highlights the causes related to inequalities in the diagnosis of advanced breast cancer in Brazil, and presents essential data to reorient public policies and health-related actions to strengthen the control of breast cancer in Brazil.
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Statler AB, Wei W, Gupta A, Blake CN, Hobbs BP, Nahleh ZA. Elucidating Determinants of Survival Disparities Among a Real-world Cohort of Metastatic Breast Cancer Patients: A National Cancer Database Analysis. Clin Breast Cancer 2020; 20:e625-e650. [PMID: 32434711 DOI: 10.1016/j.clbc.2020.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 04/03/2020] [Accepted: 04/06/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Disparities in breast cancer survival by race/ethnicity and socioeconomic status have been reported. However, it is unclear if these findings are reproducible among subpopulations. This study aimed to assess if socially oriented factors are predictive of overall survival (OS) among patients with hormone receptor-positive (HR+), human epidermal growth factor 2-positive (HER2+) metastatic breast cancer (MBC). PATIENTS AND METHODS We analyzed patients with MBC included in the National Cancer Database diagnosed with HR+ and HER2+ disease treated between 2010 and 2015. Multivariate analyses describe the association between non-clinical prognostic factors and OS. A matched analysis, which balanced prognostic factors between whites and African Americans (AA), was also conducted. RESULTS Of the 6200 patients analyzed, the majority were 50 years or older, white, and treated with hormonal therapy. Disparities in OS were observed; multivariate analysis revealed diminished survival was associated with low income (< $38K vs. ≥ $63K, hazard ratio [HR], 1.30; P < .001), having government insurance (government vs. private, HR, 1.55; P < .001), living closer to one's treatment facility (< 4 miles vs. ≥ 18 miles, HR, 1.16; P = .04), and being AA (AA vs. white, HR, 1.20; P = .006). The mortality disparity attributed to race was insignificant in the matched analysis (AA vs. white, HR, 1.13; 95% confidence interval, 0.98-1.30; P = .09). CONCLUSIONS This study confirms that the known sociodemographic disparities in OS among patients with MBC are similar within the HR+/HER2+ subpopulation. The discordance of outcomes between matched and unmatched analysis demonstrate that there is a highly vulnerable subgroup of AAs. Further investigation is required to determine if the identified associations are independently causal of poor prognosis.
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Affiliation(s)
- Abby B Statler
- Cancer Biostatistics, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
| | - Wei Wei
- Quantitative Health Sciences, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
| | - Annie Gupta
- Department of Internal Medicine, Cleveland Clinic Florida, Weston, FL
| | - Cassann N Blake
- Department of General Surgery, Cleveland Clinic Florida, Weston, FL
| | - Brian P Hobbs
- Quantitative Health Sciences, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
| | - Zeina A Nahleh
- Department of Hematology/Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston, FL.
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Ramos J, Yoo C, Felty Q, Gong Z, Liuzzi JP, Poppiti R, Thakur IS, Goel R, Vaid AK, Komotar RJ, Ehtesham NZ, Hasnain SE, Roy D. Sensitivity to differential NRF1 gene signatures contributes to breast cancer disparities. J Cancer Res Clin Oncol 2020; 146:2777-2815. [PMID: 32705365 DOI: 10.1007/s00432-020-03320-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 07/09/2020] [Indexed: 01/12/2023]
Abstract
PURPOSE Nuclear respiratory factor 1 (NRF1) drives estrogen-dependent breast tumorigenesis. Herein we examined the impact of NRF1 activity on the aggressiveness and disparate molecular signature of breast cancer in Black, White, Asian, and Hispanic women. METHODS NRF1 activity by transcription factor target enrichment analysis and causal NRF1-target gene signatures by Bayesian Network Inference with Java Objects (BANJO) and Markov Chain Monte Carlo (MCMC)-based gene order were examined in The Cancer Genome Atlas (TCGA) breast cancer cohorts. RESULTS We are the first to report increased NRF1 activity based on its differential effects on genome-wide transcription associated with luminal A and B, HER2+ and triple-negative (TN) molecular subtypes of breast cancer in women of different race/ethnicity. We observed disparate NRF1 motif-containing causal gene signatures unique to Black, White, Asian, and Hispanic women for luminal A breast cancer. Further gene order searches showed molecular heterogeneity of each subtype of breast cancer. Six different gene order sequences involving CDK1, HMMR, CCNB2, CCNB1, E2F1, CREB3L4, GTSE1, and LMNB1 with almost equal weight predicted the probability of luminal A breast cancer in whites. Three different gene order sequences consisting of CCNB1 and GTSE1, and CCNB1, LMNB1, CDK1 or CASP3 predicted almost 100% probability of luminal B breast cancer in whites; CCNB1 and LMNB1 or GTSE predicted 100% HER2+ breast cancer in whites. GTSE1 and TUBA1C combined together predicted 100% probability of developing TNBC in whites; NRF1, TUBA1B and BAX with EFNA4, and NRF1 and BTRC predicated 100% TNBC in blacks. High expressor NRF1 TN breast tumors showed unfavorable prognosis with a high risk of breast cancer death in white women. CONCLUSION Our findings showed how sensitivity to high NRF1 transcriptional activity coupled with its target gene signatures contribute to racial differences in luminal A and TN breast cancer subtypes. This knowledge may be useful in personalized intervention to prevent and treat this clinically challenging problem.
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Affiliation(s)
- Jairo Ramos
- Department of Environmental Health Sciences, Florida International University, Miami, USA
| | - Changwon Yoo
- Department of Biostatistics, Florida International University, Miami, FL, 33199, USA
| | - Quentin Felty
- Department of Environmental Health Sciences, Florida International University, Miami, USA
| | - Zhenghua Gong
- Department of Biostatistics, Florida International University, Miami, FL, 33199, USA
| | - Juan P Liuzzi
- Department of Dietetics and Nutrition, Florida International University, Miami, FL, 33199, USA
| | - Robert Poppiti
- Department of Pathology, Florida International University, Miami, FL, USA
| | - Indu Shekhar Thakur
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, 110067, India
| | - Ruchika Goel
- Medanta Cancer Institute, Medanta-The Medicity, Gurugram, Haryana, 122001, India
| | - Ashok Kumar Vaid
- Medanta Cancer Institute, Medanta-The Medicity, Gurugram, Haryana, 122001, India
| | - Ricardo Jorge Komotar
- Department of Neurological Surgery, University of Miami School of Medicine, Miami, FL, USA
| | - Nasreen Z Ehtesham
- ICMR-National Institute of Pathology, Safdarjung Hospital Campus, New Delhi, India
| | - Seyed E Hasnain
- JH Institute of Molecular Medicine, Jamia Hamdard, New Delhi, India
| | - Deodutta Roy
- Department of Environmental Health Sciences, Florida International University, Miami, USA.
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Hill HE, Schiemann WP, Varadan V. Understanding breast cancer disparities-a multi-scale challenge. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:906. [PMID: 32793750 PMCID: PMC7396752 DOI: 10.21037/atm.2020.04.37] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 03/25/2020] [Indexed: 12/12/2022]
Abstract
Despite convergence of overall breast cancer incidence rates between European American (EA) and African American (AA) women, disparities in mortality persist. The factors contributing to differences in mortality rates across population groups remain controversial and range from population genetics to sociodemographic influences. This review explores the complex multi-factorial nature of tumor-intrinsic and -extrinsic factors that impact the biology and clinical outcomes of breast cancer patients. In addition to summarizing the current state of breast cancer disparities research, we also motivate the development of integrative multi-scale approaches involving interdisciplinary teams to tackle this complex clinical challenge.
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Affiliation(s)
- Hannah E. Hill
- Department of Pharmacology, Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - William P. Schiemann
- Department of Pharmacology, Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Division of General Medical Sciences-Oncology, Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Vinay Varadan
- Department of Pharmacology, Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Division of General Medical Sciences-Oncology, Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
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The use of survivorship care plans by female racial and ethnic minority breast cancer survivors: a systematic review. J Cancer Surviv 2020; 14:806-825. [PMID: 32514908 DOI: 10.1007/s11764-020-00894-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 05/07/2020] [Indexed: 12/30/2022]
Abstract
PURPOSE Racial/ethnic breast cancer survivorship disparities persist as minority breast cancer survivors (MBCSs) report fragmentation in survivorship care, namely in the access and delivery of survivorship care plans (SCPs). To better understand care coordination of MCBS, this review elucidated concerns of female MBCS about their preparation for post-treatment survivorship care, the preferred practices for the delivery of a SCP, and the associated content to improve post-treatment survivorship care understanding. METHODS A systematic search of articles from PubMed, Ovid-Medline, CINAHL databases, and bibliographic reviews included manuscripts using keywords for racial/ethnic minority groups and breast cancer survivorship care coordination terms. Salient themes and article quality were analyzed from the extracted data. RESULTS Fourteen included studies represented 5,854 participants and over 12 racial/ethnic groups. The following themes of post-treatment MBCS were identified from the review: (1) uncertainty about post-treatment survivorship care management is a consequence of sub-optimal patient-provider communication; (2) access to SCPs and related materials are desired, but sporadic; and (3) advancements to the delivery and presentation of SCPs and related materials are desired. CONCLUSIONS Representation of only 14 studies indicates that the MBCSs' perspective post-treatment survivorship care is underrepresented in the literature. Themes from this review support access to, and implementation of, culturally tailored SCP for MBCS. There was multi-ethnic acceptance of SCPs as a tool to help improve care coordination. IMPLICATIONS FOR CANCER SURVIVORS These findings highlight the importance of general education about post-treatment survivorship, post-treatment survivorship needs identification, and the elucidation of gaps in effective SCP delivery among MBCS.
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Bhattacharyya GS, Doval DC, Desai CJ, Chaturvedi H, Sharma S, Somashekhar S. Overview of Breast Cancer and Implications of Overtreatment of Early-Stage Breast Cancer: An Indian Perspective. JCO Glob Oncol 2020; 6:789-798. [PMID: 32511068 PMCID: PMC7328098 DOI: 10.1200/go.20.00033] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/07/2020] [Indexed: 12/15/2022] Open
Abstract
The prevalence and mortality of breast cancer is increasing in Asian countries, including India. With advances in medical technology leading to better detection and characterization of the disease, it has been possible to classify breast cancer into various subtypes using markers, which helps predict the risk of distant recurrence, response to therapy, and prognosis using a combination of molecular and clinical parameters. Breast cancer and its therapy, mainly surgery, systemic therapy (anticancer chemotherapy, hormonal therapy, targeted therapy, and immunotherapy), and radiation therapy, are associated with significant adverse influences on physical and mental health, quality of life, and the economic status of the patient and her family. The fear of recurrence and its devastating effects often leads to overtreatment, with a toxic cost to the patient financially and physically in cases in which this is not required. This article discusses some aspects of a breast cancer diagnosis and its impact on the various facets of the life of the patient and her family. It further elucidates the role of prognostic factors, the currently available biomarkers and prognostic signatures, and the importance of ethnically validating biomarkers and prognostic signatures.
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Affiliation(s)
| | - Dinesh C. Doval
- Rajiv Gandhi Cancer Institute and Research Centre, New Delhi, India
| | - Chirag J. Desai
- Vedanta Institute of Medical Sciences, Ahmedabad, Gujarat, India
| | | | - Sanjay Sharma
- Asian Cancer Institute, Somaiya Ayurvihar, Mumbai, Maharashtra, India
| | - S.P. Somashekhar
- Department of Surgical Oncology, Manipal Comprehensive Cancer Center, Manipal Hospital, Bengaluru, India
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Mudgway R, Chavez de Paz Villanueva C, Lin AC, Senthil M, Garberoglio CA, Lum SS. The Impact of Primary Tumor Surgery on Survival in HER2 Positive Stage IV Breast Cancer Patients in the Current Era of Targeted Therapy. Ann Surg Oncol 2020; 27:2711-2720. [PMID: 32157524 DOI: 10.1245/s10434-020-08310-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVE We sought to examine the impact of primary tumor resection on survival in HER2+ stage IV breast cancer patients in the era of HER2 targeted therapy. METHODS We conducted a retrospective cohort study of women with HER2+ stage IV breast cancer in the National Cancer Database from 2010 to 2012 comparing those who did and did not undergo definitive breast surgery. RESULTS Of 3231 patients, treatment included primary site surgery in 35.0%; chemo/targeted therapy in 89.4%; endocrine therapy in 37.7%; and radiation in 31.8%. Surgery was associated with Medicare/other government (OR 1.36, 95% CI 1.03-1.81) or private insurance (OR 1.93, 95% CI 1.53-2.42) versus none/Medicaid, radiation (OR 2.10, 95% CI 1.76-2.51), chemo/targeted therapy (OR 1.99, 95% CI 1.47-2.70), and endocrine therapy (OR 1.73, 95% CI 1.40-2.14). Non-Hispanic Black versus White patients (OR 0.68, 95% CI 0.53-0.87) were less likely to have surgery. Overall mortality was associated with insurance (Medicare/other government versus none/Medicaid, HR 0.36, p < 0.0001), receipt of chemo/targeted therapy (HR 0.76, p = 0.008), endocrine therapy (HR 0.70, p = 0.0006), and radiation therapy (HR 1.33, p = 0.0009), NH Black versus White race/ethnicity (HR 1.39, p = 0.002), visceral versus bone-only metastases (HR 1.44, p = 0.0003), and lowest versus highest income quartile (HR 1.36, p = 0.01). Propensity score analysis showed surgery was associated with improved survival versus no surgery (HR 0.56, 95% CI 0.40-0.77). CONCLUSIONS Surgery of the primary site for metastatic HER2+ breast cancer is associated with improved overall survival in selected patients.
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Affiliation(s)
- Ross Mudgway
- Department of Surgery, Division of Surgical Oncology, School of Medicine, Loma Linda University, Loma Linda, CA, USA.,School of Medicine, University of California, Riverside, Riverside, CA, USA
| | | | - Ann C Lin
- Department of Surgery, Division of Surgical Oncology, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Maheswari Senthil
- Department of Surgery, Division of Surgical Oncology, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Carlos A Garberoglio
- Department of Surgery, Division of Surgical Oncology, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Sharon S Lum
- Department of Surgery, Division of Surgical Oncology, School of Medicine, Loma Linda University, Loma Linda, CA, USA. .,School of Medicine, University of California, Riverside, Riverside, CA, USA.
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Wang Z, Wang H, Sun X, Fang Y, Lu SS, Ding SN, Chen XS, Shen KW. A Risk Stratification Model for Predicting Overall Survival and Surgical Benefit in Triple-Negative Breast Cancer Patients With de novo Distant Metastasis. Front Oncol 2020; 10:14. [PMID: 32038988 PMCID: PMC6992581 DOI: 10.3389/fonc.2020.00014] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 01/07/2020] [Indexed: 12/22/2022] Open
Abstract
Background and Aims: This research aimed to construct a novel model for predicting overall survival (OS) and surgical benefit in triple-negative breast cancer (TNBC) patients with de novo distant metastasis. Methods: We collected data from the Surveillance, Epidemiology, and End Results (SEER) database for TNBC patients with distant metastasis between 2010 and 2016. Patients were excluded if the data regarding metastatic status, follow-up time, or clinicopathological information were incomplete. Univariate and multivariate analyses were applied to identify significant prognostic parameters. By integrating these variables, a predictive nomogram and risk stratification model were constructed and assessed with C-indexes and calibration curves. Results: A total of 1,737 patients were finally identified. Patients enrolled from 2010 to 2014 were randomly assigned to two cohorts, 918 patients in the training cohort and 306 patients in the validation cohort I, and 513 patients enrolled from 2015 to 2016 were assigned to validation cohort II. Seven clinicopathological factors were included as prognostic variables in the nomogram: age, marital status, T stage, bone metastasis, brain metastasis, liver metastasis, and lung metastasis. The C-indexes were 0.72 [95% confidence interval [CI] 0.68-0.76] in the training cohort, 0.71 (95% CI 0.68-0.74) in validation cohort I and 0.71 (95% CI 0.67-0.75) in validation cohort II. Calibration plots indicated that the nomogram-based predictive outcome had good consistency with the recoded prognosis. A risk stratification model was further generated to accurately differentiate patients into three prognostic groups. In all cohorts, the median overall survival time in the low-, intermediate- and high-risk groups was 17.0 months (95% CI 15.6-18.4), 11.0 months (95% CI 10.0-12.0), and 6.0 months (95% CI 4.7-7.3), respectively. Locoregional surgery improved prognosis in both the low-risk [hazard ratio [HR] 0.49, 95% CI 0.41-0.60, P < 0.0001] and intermediate-risk groups (HR 0.55, 95% CI 0.46-0.67, P < 0.0001), but not in high-risk group (HR 0.73, 95% CI 0.52-1.03, P = 0.068). All stratified groups could prognostically benefit from chemotherapy (low-risk group: HR 0.50, 95% CI 0.35-0.69, P < 0.0001; intermediate-risk group: HR 0.34, 95% CI 0.26-0.44, P < 0.0001; and high-risk group: HR 0.16, 95% CI 0.10-0.25, P < 0.0001). Conclusion: A predictive nomogram and risk stratification model were constructed to assess prognosis in TNBC patients with de novo distant metastasis; these methods may provide additional introspection, integration and improvement for therapeutic decisions and further studies.
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Affiliation(s)
- Zheng Wang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hui Wang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xi Sun
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yan Fang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuang-Shuang Lu
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shu-Ning Ding
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Song Chen
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Kun-Wei Shen
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Malmgren JA, Calip GS, Atwood MK, Mayer M, Kaplan HG. Metastatic breast cancer survival improvement restricted by regional disparity: Surveillance, Epidemiology, and End Results and institutional analysis: 1990 to 2011. Cancer 2020; 126:390-399. [PMID: 31639221 PMCID: PMC7004046 DOI: 10.1002/cncr.32531] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 08/25/2019] [Accepted: 08/30/2019] [Indexed: 01/27/2023]
Abstract
BACKGROUND The extent of breast cancer outcome disparity can be measured by comparing Surveillance, Epidemiology, and End Results (SEER) breast cancer-specific survival (BCSS) by region and with institutional cohort (IC) rates. METHODS Patients who were diagnosed with a first primary, de novo, stage IV breast cancer at ages 25 to 84 years from 1990 to 2011 were studied. The change in 5-year BCSS over time from 1990 to 2011 was compared using the SEER 9 registries (SEER 9) without the Seattle-Puget Sound (S-PS) region (n = 12,121), the S-PS region alone (n = 1931), and the S-PS region IC (n = 261). The IC BCSS endpoint was breast cancer death confirmed from chart and/or death certificate and cause-specific survival for SEER registries. BCSS was estimated using the Kaplan-Meier method. Hazard ratios (HzR) were calculated using Cox proportional-hazards models. RESULTS For SEER 9 without the S-PS region, 5-year BCSS improved 7% (from 19% to 26%) over time, it improved 14% for the S-PS region (21% to 35%), and it improved 27% for the S-PS IC (29% to 56%). In the IC Cox proportional-hazards model, recent diagnosis year, chemotherapy, surgery, and age <70 years were associated with better survival. For SEER 9, additional significant factors were white race and positive hormone receptor status and S-PS region was associated with better survival (HzR, 0.87; 95% CI, 0.84-0.90). In an adjusted model, hazard of BC death decreased in the most recent time period (2005-2011) by 28% in SEER 9 without S-PS, 43% in the S-PS region and 45% in the IC (HzR, 0.72 [95% CI, 0.67-0.76], 0.57 [95% CI, 0.49-0.66], and 0.55 [95% CI, 0.39-0.78], respectively). CONCLUSIONS Over 2 decades, the survival of patients with metastatic breast cancer improved nationally, but with regional survival disparity and differential improvement. To achieve equitable outcomes, access and treatment approaches will need to be identified and adopted.
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Affiliation(s)
- Judith A. Malmgren
- HealthStat Consulting, Inc.SeattleWashington
- Department of EpidemiologyUniversity of WashingtonSeattleWashington
| | - Gregory S. Calip
- Center for Pharmacoepidemiology and Pharmacoeconomic ResearchUniversity of Illinois at ChicagoChicagoIllinois
| | | | - Musa Mayer
- Metastatic Breast Cancer AllianceNew YorkNew York
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Harbeck N, Penault-Llorca F, Cortes J, Gnant M, Houssami N, Poortmans P, Ruddy K, Tsang J, Cardoso F. Breast cancer. Nat Rev Dis Primers 2019; 5:66. [PMID: 31548545 DOI: 10.1038/s41572-019-0111-2] [Citation(s) in RCA: 1591] [Impact Index Per Article: 265.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/22/2019] [Indexed: 12/24/2022]
Abstract
Breast cancer is the most frequent malignancy in women worldwide and is curable in ~70-80% of patients with early-stage, non-metastatic disease. Advanced breast cancer with distant organ metastases is considered incurable with currently available therapies. On the molecular level, breast cancer is a heterogeneous disease; molecular features include activation of human epidermal growth factor receptor 2 (HER2, encoded by ERBB2), activation of hormone receptors (oestrogen receptor and progesterone receptor) and/or BRCA mutations. Treatment strategies differ according to molecular subtype. Management of breast cancer is multidisciplinary; it includes locoregional (surgery and radiation therapy) and systemic therapy approaches. Systemic therapies include endocrine therapy for hormone receptor-positive disease, chemotherapy, anti-HER2 therapy for HER2-positive disease, bone stabilizing agents, poly(ADP-ribose) polymerase inhibitors for BRCA mutation carriers and, quite recently, immunotherapy. Future therapeutic concepts in breast cancer aim at individualization of therapy as well as at treatment de-escalation and escalation based on tumour biology and early therapy response. Next to further treatment innovations, equal worldwide access to therapeutic advances remains the global challenge in breast cancer care for the future.
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Affiliation(s)
- Nadia Harbeck
- LMU Munich, University Hospital, Department of Obstetrics and Gynecology, Breast Center and Comprehensive Cancer Center (CCLMU), Munich, Germany.
| | - Frédérique Penault-Llorca
- Department of Pathology and Biopathology, Jean Perrin Comprehensive Cancer Centre, UMR INSERM 1240, University Clermont Auvergne, Clermont-Ferrand, France
| | - Javier Cortes
- IOB Institute of Oncology, Quironsalud Group, Madrid and Barcelona, Spain.,Vall d´Hebron Institute of Oncology, Barcelona, Spain
| | - Michael Gnant
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Nehmat Houssami
- Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Philip Poortmans
- Department of Radiation Oncology, Institut Curie, Paris, France.,Université PSL, Paris, France
| | - Kathryn Ruddy
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
| | - Janice Tsang
- Hong Kong Breast Oncology Group, The University of Hong Kong, Hong Kong, China
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal
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