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Forman LM, Jackson WE, Arrigain S, Lopez R, Schold JD. Socioeconomic deprivation is associated with worse patient and graft survival following adult liver transplantation. Liver Transpl 2025; 31:211-220. [PMID: 38767448 DOI: 10.1097/lvt.0000000000000400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 05/05/2024] [Indexed: 05/22/2024]
Abstract
The impact of social determinants of health on adult liver transplant recipient outcomes is not clear at a national level. Further understanding of the impact of social determinants of health on patient outcomes can inform effective, equitable health care delivery. Unadjusted and multivariable models were used to analyze the Scientific Registry of Transplant Recipients to evaluate the association between the Social Deprivation Index (SDI) based on the liver transplant recipient's residential location and patient and graft survival. We included adult recipients between January 1, 2008 and December 1, 2021. Patient and graft survival were lower in adults living in areas with deprivation scores above the median. Five-year patient and graft survival were 78.7% and 76.5%, respectively, in the cohort above median SDI compared to 80.5% and 78.3% below median SDI. Compared to the recipients in low-deprivation residential areas, recipients residing in the highest deprivation (SDI quintile = 5) cohort had 6% higher adjusted risk of mortality (adjusted hazard ratio = 1.06, 95% CI: 1.01-1.13) and 6% higher risk of graft failure (adjusted hazard ratio = 1.06, 95% CI: 1.001-1.11). The increased risks for recipients residing in more vulnerable residential areas were higher (adjusted hazard ratio = 1.11, 95% CI: 1.03-1.20 for both death and graft loss) following the first year after transplantation. Importantly, the overall risk for graft loss associated with SDI was not linear but instead accelerated above the median level of deprivation. In the United States, social determinants of health, as reflected by residential distress, significantly impacts 5-year patient and graft survival. The overall effect of residential deprivation is modest, and importantly, results illustrate they are more strongly associated with longer-term follow-up and accelerate at higher deprivation levels. Further research is needed to evaluate effective interventions and policies to attenuate disparities in outcomes among recipients in highly disadvantaged areas.
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Affiliation(s)
- Lisa M Forman
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Department of Surgery, Division of Transplantation, Colorado Center for Transplantation Care, Research and Education (CCTCARE), Aurora, Colorado, USA
| | - Whitney E Jackson
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Department of Surgery, Division of Transplantation, Colorado Center for Transplantation Care, Research and Education (CCTCARE), Aurora, Colorado, USA
| | - Susana Arrigain
- Department of Surgery, Division of Transplantation, Colorado Center for Transplantation Care, Research and Education (CCTCARE), Aurora, Colorado, USA
- Department of Surgery, Division of Transplant Surgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Rocio Lopez
- Department of Surgery, Division of Transplantation, Colorado Center for Transplantation Care, Research and Education (CCTCARE), Aurora, Colorado, USA
- Department of Surgery, Division of Transplant Surgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Jesse D Schold
- Department of Surgery, Division of Transplantation, Colorado Center for Transplantation Care, Research and Education (CCTCARE), Aurora, Colorado, USA
- Department of Surgery, Division of Transplant Surgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Hu Y, Wiley J, Jiang L, Wang X, Yi R, Xu J, Liu Y, Weng A, Zou F, Im EO. Digital humanistic program to manage premature frailty in young breast cancer survivors with gender perspective. NPJ Digit Med 2025; 8:35. [PMID: 39820349 PMCID: PMC11739469 DOI: 10.1038/s41746-025-01439-y] [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: 06/24/2024] [Accepted: 01/05/2025] [Indexed: 01/19/2025] Open
Abstract
Premature frailty is a critical challenge for young breast cancer survivors (YBCSs), impacting their health and perpetuating gender inequality through heightened vulnerability and marginalization. While digital health shows promise in frailty screening, its effectiveness for comprehensively managing frailty remains inconclusive. This randomized controlled trial, registered at the Chinese Clinical Trial Registry (ChiCTR2200058823), tests the "AI-TA" program's efficacy on premature frailty and quality of life in YBCSs. The intervention group received a gender- and generation-sensitive program combining artificial intelligence interactions and humanities skills. The control group received 12 weeks of online information support. Both groups improved in frailty dimensions (P < 0.05); the intervention group showed notable enhancements in psychological (P = 0.013) and social frailty (P < 0.001). Quality of life also improved more in the intervention group from T1 to T2 (β = 15.384, 95% CI:13.028-17.740, P < 0.001). Results show a gender- and generation-sensitive digital humanistic program can optimize frailty management, promoting survivorship and gender equity.
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Affiliation(s)
- Yun Hu
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China.
| | - Joshua Wiley
- Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Melbourne, VIC, Australia
| | - Lulu Jiang
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China
| | - Xiyi Wang
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China
| | - Ran Yi
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China
| | - Jiehui Xu
- Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yanyan Liu
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China
| | - Aozhou Weng
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China
| | - Futai Zou
- School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Eun-Ok Im
- School of Nursing, The University of Texas at Austin, Austin, TX, USA
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Councell KA, Polcari AM, Nordgren R, Skolarus TA, Benjamin AJ, Shubeck SP. Social vulnerability is associated with advanced breast cancer presentation and all-cause mortality: a retrospective cohort study. Breast Cancer Res 2024; 26:176. [PMID: 39627859 PMCID: PMC11616300 DOI: 10.1186/s13058-024-01930-6] [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: 04/02/2024] [Accepted: 11/20/2024] [Indexed: 12/06/2024] Open
Abstract
BACKGROUND Disparities in breast cancer mortality persist despite improvements in screening and therapeutic options. Understanding the impact of social determinants of health on disparate breast cancer outcomes is challenging due to heterogeneity of prior assessments. We examined the association between social vulnerability and breast cancer stage at diagnosis and mortality using a standardized measure of population risk for external stressors on health. METHODS Using institutional cancer registry data, female patients aged 18 or older diagnosed with breast cancer between 2012 and 2019 were assigned a 2018 Social Vulnerability Index (SVI) rank based upon home address census tract. We used multinomial logistic regression and Cox proportional hazards model to examine the relationships between SVI and breast cancer stage at diagnosis and all-cause mortality. Covariates included age and, when assessing mortality, cancer stage, comorbidities, body mass index, insurance type, and treatment regimen. RESULTS A total of 3,499 women with a median age of 59 (IQR 48-69) were included. 60% were White and 31% were Black. Median SVI was 0.36 (IQR 0.14-0.68) and median follow-up was 58 months (IQR 37.3-83.9). On adjusted analyses, each decile increase in SVI resulted in an 11% (OR 1.11, 95% CI 1.06-1.16, p < .001) and 15% (OR 1.15, 95% CI 1.09-1.21, p < .001) greater odds of presenting with Stage III or IV breast cancer, respectively, compared to DCIS. For patients who underwent surgery (N = 2916), each decile increase in SVI was associated with a 6% increase in all-cause mortality risk (HR 1.06, 95% CI 1.01-1.12, p = .01). Mortality risk was 1.5 times (HR 1.52, 95% CI 1.02-2.26, p = .04) greater for those in the most vulnerable quartile compared to the least vulnerable quartile. CONCLUSIONS Women living in socially vulnerable communities presented with more advanced breast cancers and suffered worse survival. The SVI can be used to identify patients at risk for delayed cancer presentation and increased mortality. This tool can inform geographically targeted resource allocation and interventions aimed at reducing breast cancer care disparities.
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Affiliation(s)
- Kayla A Councell
- Department of Surgery, University of Chicago, 5841 S. Maryland Ave., MC5030, Chicago, IL, 60637, USA.
| | - Ann M Polcari
- Department of Surgery, University of Chicago, 5841 S. Maryland Ave., MC5030, Chicago, IL, 60637, USA
| | - Rachel Nordgren
- Department of Public Health Sciences, University of Chicago, 5841 S. Maryland Ave., MC2000, Chicago, IL, 60637, USA
| | - Ted A Skolarus
- Department of Surgery, University of Chicago, 5841 S. Maryland Ave., MC5030, Chicago, IL, 60637, USA
| | - Andrew J Benjamin
- Department of Surgery, University of Chicago, 5841 S. Maryland Ave., MC5030, Chicago, IL, 60637, USA
| | - Sarah P Shubeck
- Department of Surgery, University of Chicago, 5841 S. Maryland Ave., MC5030, Chicago, IL, 60637, USA
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Goel N, Hernandez A, Cole SW. Social Genomic Determinants of Health: Understanding the Molecular Pathways by Which Neighborhood Disadvantage Affects Cancer Outcomes. J Clin Oncol 2024; 42:3618-3627. [PMID: 39178356 DOI: 10.1200/jco.23.02780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 05/02/2024] [Accepted: 05/29/2024] [Indexed: 08/25/2024] Open
Abstract
PURPOSE Neighborhoods represent complex environments with unique social, cultural, physical, and economic attributes that have major impacts on disparities in health, disease, and survival. Neighborhood disadvantage is associated with shorter breast cancer recurrence-free survival (RFS) independent of individual-level (race, ethnicity, socioeconomic status, insurance, tumor characteristics) and health system-level determinants of health (receipt of guideline-concordant treatment). This persistent disparity in RFS suggests unaccounted mechanisms such as more aggressive tumor biology among women living in disadvantaged neighborhoods compared with advantaged neighborhoods. The objective of this article was to provide a clear framework and biological mechanistic explanation for how neighborhood disadvantage affects cancer survival. METHODS Development of a translational epidemiological framework that takes a translational disparities approach to study cancer outcome disparities through the lens of social genomics and social epigenomics. RESULTS The social genomic determinants of health, defined as the physiological gene regulatory pathways (ie, neural/endocrine control of gene expression and epigenetic processes) through which contextual factors, particularly one's neighborhood, can affect activity of the cancer genome and the surrounding tumor microenvironment to alter disease progression and treatment outcomes. CONCLUSION We propose a novel, multilevel determinants of health model that takes a translational epidemiological approach to evaluate the interplay between political, health system, social, psychosocial, individual, and social genomic determinants of health to understand social disparities in oncologic outcomes. In doing so, we provide a concrete biological pathway through which the effects of social processes and social epidemiology come to affect the basic biology of cancer and ultimately clinical outcomes and survival.
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Affiliation(s)
- Neha Goel
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, Miami, FL
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA
| | - Alexandra Hernandez
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, Miami, FL
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL
| | - Steven W Cole
- Department of Psychiatry/ Biobehavioral Sciences and Medicine, University of California Los Angeles David Geffen School of Medicine, Los Angeles, CA
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Castillo BS, Boadi T, Han X, Shulman LN, Martei YM. Racial Disparities in Receipt of Guideline-Concordant Care in Older Adults With Early Breast Cancer. JAMA Netw Open 2024; 7:e2441056. [PMID: 39446324 PMCID: PMC11581576 DOI: 10.1001/jamanetworkopen.2024.41056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 08/30/2024] [Indexed: 11/06/2024] Open
Abstract
Importance Racial disparities in receipt of guideline-concordant care (GCC) among older patients with potentially curable breast cancer are understudied. Objective To determine whether rates of GCC, time to treatment initiation, and all-cause mortality in stage I to III breast cancer differ by race among older adults. Design, Setting, and Participants This cohort study used data from the National Cancer Database and included patients aged 65 years and older with stage I to III breast cancer, diagnosed between 2010 and 2019. Data analysis was conducted between July 2022 to July 2023. Exposures Race, defined as non-Hispanic Black or non-Hispanic White. Main Outcomes and Measures The primary outcome was nonreceipt of GCC, defined using the National Comprehensive Cancer Network guidelines, and all-cause mortality. The secondary outcome was time to treatment initiation. Univariate and multivariate regression analysis were used to determine association between exposure and outcomes. Models for GCC and all-cause mortality included age, stage, receptor status, year of diagnosis, Charlson-Deyo comorbidity index, insurance, health care setting, and neighborhood-level educational attainment and median income. Results The analytic cohort included 258 531 participants (mean [SD] age, 72.5 [6.0] years), with 25 174 participants who identified as non-Hispanic Black (9.7%) and 233 357 participants who identified as non-Hispanic White (90.3%), diagnosed between 2010 and 2017. A total of 4563 non-Hispanic Black participants (18.1%) and 35 374 non-Hispanic White participants (15.2%) did not receive GCC. Non-Hispanic Black race, compared with non-Hispanic White race, was associated with increased odds of not receiving GCC in the multivariate analysis (adjusted odds ratio [aOR], 1.13; 95% CI, 1.08-1.17; P < .001). Non-Hispanic Black race was associated with 26.1% increased risk of all-cause mortality in the univariate analysis, which decreased to 4.7%, after adjusting for GCC and clinical and sociodemographic factors (adjusted hazard ratio, 1.05; 95% CI, 1.01-1.08; P = .006). Non-Hispanic White race, compared with non-Hispanic Black race, was associated with increased odds of initiating treatment within 30 (OR, 1.65; 95% CI, 1.6-1.69), 60 (OR, 2.11; 95% CI, 2.04-2.18), and 90 (OR, 2.39; 95% CI, 2.27-2.51) days of diagnosis. Conclusions and Relevance In this cohort study, non-Hispanic Black race was associated with increased odds of not receiving GCC and less timely treatment initiation. Non-Hispanic Black race was associated with increased all-cause mortality, which was reduced after adjusting for GCC and clinical and sociodemographic factors. These findings suggest that optimizing timely receipt of GCC may represent a modifiable pathway to improving inferior survival outcomes among older non-Hispanic Black patients with breast cancer.
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Affiliation(s)
- Brenda S. Castillo
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | | | - Xiaoyan Han
- Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Lawrence N. Shulman
- Hematology-Oncology Division, Department of Medicine, University of Pennsylvania, Philadelphia
- Abramson Cancer Center, University of Pennsylvania, Philadelphia
| | - Yehoda M. Martei
- Hematology-Oncology Division, Department of Medicine, University of Pennsylvania, Philadelphia
- Abramson Cancer Center, University of Pennsylvania, Philadelphia
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Lubarsky M, Hernandez AE, Collie BL, Westrick AC, Thompson C, Kesmodel SB, Goel N. Does structural racism impact receipt of NCCN guideline-concordant breast cancer treatment? Breast Cancer Res Treat 2024; 206:509-517. [PMID: 38809304 DOI: 10.1007/s10549-024-07245-6] [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: 05/31/2023] [Accepted: 01/03/2024] [Indexed: 05/30/2024]
Abstract
PURPOSE Disparities in breast cancer survival remain a challenge. We aimed to analyze the effect of structural racism, as measured by the Index of Concentration at the Extremes (ICE), on receipt of National Cancer Center Network (NCCN) guideline-concordant breast cancer treatment. METHODS We identified patients treated at two institutions from 2005 to 2017 with stage I-IV breast cancer. Census tracts served as neighborhood proxies. Using 5-year estimates from the American Community Survey, 5 ICE variables were computed to create 5 models, controlling for economic segregation, non-Hispanic Black (NHB) segregation, NHB/economic segregation, Hispanic segregation, and Hispanic/economic segregation. Multi-level logistic regression models were used to determine the association between individual and neighborhood-level characteristics on receipt of NCCN guideline-concordant breast cancer treatment. RESULTS 5173 patients were included: 55.2% were Hispanic, 27.5% were NHW, and 17.3% were NHB. Regardless of economic or residential segregation, a NHB patient was less likely to receive appropriate treatment [(OR)Model1 0.58 (0.45-0.74); ORModel2 0.59 (0.46-0.78); ORModel3 0.62 (0.47-0.81); ORModel4 0.53 (0.40-0.69); ORModel5 0.59(0.46-0.76); p < 0.05]. CONCLUSION To our knowledge, this is the first analysis assessing receipt of NCCN guideline-concordant treatment by ICE, a validated measure for structural racism. While much literature emphasizes neighborhood-level barriers to treatment, our results demonstrate that compared to NHW patients, NHB patients are less likely to receive NCCN guideline-concordant breast cancer treatment, independent of economic or residential segregation. Our study suggests that there are potential unaccounted individual or neighborhood barriers to receipt of appropriate care that go beyond economic or residential segregation.
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Affiliation(s)
- Maya Lubarsky
- University of Miami Miller School of Medicine, Miami, FL, USA
| | - Alexandra E Hernandez
- Department of Surgery, Division of Surgical Oncology, University of Miami, Miami, FL, USA
| | - Brianna L Collie
- Department of Surgery, Division of Surgical Oncology, University of Miami, Miami, FL, USA
| | - Ashly C Westrick
- University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Cheyenne Thompson
- Department of Surgery, Division of Surgical Oncology, University of Miami, Miami, FL, USA
| | - Susan B Kesmodel
- Department of Surgery, Division of Surgical Oncology, University of Miami, Miami, FL, USA
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Neha Goel
- Department of Surgery, Division of Surgical Oncology, University of Miami, Miami, FL, USA.
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL, USA.
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.
- Division of Surgical Oncology | Department of Surgery, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1120 NW 14th Street | Suite 410, Miami, FL, 33136, USA.
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Barber LE, Maliniak ML, Moubadder L, Johnson DA, Miller-Kleinhenz JM, Switchenko JM, Ward KC, McCullough LE. Neighborhood Deprivation and Breast Cancer Mortality Among Black and White Women. JAMA Netw Open 2024; 7:e2416499. [PMID: 38865125 PMCID: PMC11170302 DOI: 10.1001/jamanetworkopen.2024.16499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 04/12/2024] [Indexed: 06/13/2024] Open
Abstract
Importance Neighborhood deprivation has been associated with increased breast cancer mortality among White women, but findings are inconsistent among Black women, who experience different neighborhood contexts. Accounting for interactions among neighborhood deprivation, race, and other neighborhood characteristics may enhance understanding of the association. Objective To investigate whether neighborhood deprivation is associated with breast cancer mortality among Black and White women and whether interactions with rurality, residential mobility, and racial composition, which are markers of access, social cohesion, and segregation, respectively, modify the association. Design, Setting, and Participants This population-based cohort study used Georgia Cancer Registry (GCR) data on women with breast cancer diagnosed in 2010 to 2017 and followed-up until December 31, 2022. Data were analyzed between January 2023 and October 2023. The study included non-Hispanic Black and White women with invasive early-stage (I-IIIA) breast cancer diagnosed between 2010 and 2017 and identified through the GCR. Exposures The Neighborhood Deprivation Index (NDI), assessed in quintiles, was derived through principal component analysis of 2011 to 2015 block group-level American Community Survey (ACS) data. Rurality, neighborhood residential mobility, and racial composition were measured using Georgia Public Health Department or ACS data. Main Outcomes and Measures The primary outcome was breast cancer-specific mortality identified by the GCR through linkage to the Georgia vital statistics registry and National Death Index. Cox proportional hazards regression was used to estimate age-adjusted and multivariable-adjusted hazard ratios (HRs) and 95% CIs for the association between neighborhood deprivation and breast cancer mortality. Results Among the 36 795 patients with breast cancer (mean [SD] age at diagnosis, 60.3 [13.1] years), 11 044 (30.0%) were non-Hispanic Black, and 25 751 (70.0%) were non-Hispanic White. During follow-up, 2942 breast cancer deaths occurred (1214 [41.3%] non-Hispanic Black women; 1728 [58.7%] non-Hispanic White women). NDI was associated with an increase in breast cancer mortality (quintile 5 vs 1, HR, 1.36; 95% CI, 1.19-1.55) in Cox proportional hazards models. The association was present only among non-Hispanic White women (quintile 5 vs 1, HR, 1.47; 95% CI, 1.21-1.79). Similar race-specific patterns were observed in jointly stratified analyses, such that NDI was associated with increased breast cancer mortality among non-Hispanic White women, but not non-Hispanic Black women, irrespective of the additional neighborhood characteristics considered. Conclusions and Relevance In this cohort study, neighborhood deprivation was associated with increased breast cancer mortality among non-Hispanic White women. Neighborhood racial composition, residential mobility, and rurality did not explain the lack of association among non-Hispanic Black women, suggesting that factors beyond those explored here may contribute to breast cancer mortality in this racial group.
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Affiliation(s)
- Lauren E. Barber
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Maret L. Maliniak
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Leah Moubadder
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Dayna A. Johnson
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia
| | | | - Jeffrey M. Switchenko
- Department of Biostatistics and Bioinformatics, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Kevin C. Ward
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia
| | - Lauren E. McCullough
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia
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Rahman SN, Long JB, Westvold SJ, Leapman MS, Spees LP, Hurwitz ME, McManus HD, Gross CP, Wheeler SB, Dinan MA. Area Vulnerability and Disparities in Therapy for Patients With Metastatic Renal Cell Carcinoma. JAMA Netw Open 2024; 7:e248747. [PMID: 38687479 PMCID: PMC11061765 DOI: 10.1001/jamanetworkopen.2024.8747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 02/28/2024] [Indexed: 05/02/2024] Open
Abstract
Importance Area-level measures of sociodemographic disadvantage may be associated with racial and ethnic disparities with respect to receipt of treatment for metastatic renal cell carcinoma (mRCC) but have not been investigated previously, to our knowledge. Objective To assess the association between area-level measures of social vulnerability and racial and ethnic disparities in the treatment of US Medicare beneficiaries with mRCC from 2015 through 2019. Design, Setting, and Participants This retrospective cohort study included Medicare beneficiaries older than 65 years who were diagnosed with mRCC from January 2015 through December 2019 and were enrolled in fee-for-service Medicare Parts A, B, and D from 1 year before through 1 year after presumed diagnosis or until death. Data were analyzed from November 22, 2022, through January 26, 2024. Exposures Five different county-level measures of disadvantage and 4 zip code-level measures of vulnerability or deprivation and segregation were used to dichotomize whether an individual resided in the most vulnerable quartile according to each metric. Patient-level factors included age, race and ethnicity, sex, diagnosis year, comorbidities, frailty, Medicare and Medicaid dual enrollment eligibility, and Medicare Part D low-income subsidy (LIS). Main Outcomes and Measures The main outcomes were receipt and type of systemic therapy (oral anticancer agent or immunotherapy from 2 months before to 1 year after diagnosis of mRCC) as a function of patient and area-level characteristics. Multivariable regression analyses were used to adjust for patient factors, and odds ratios (ORs) from logistic regression and relative risk ratios (RRRs) from multinomial logistic regression are reported. Results The sample included 15 407 patients (mean [SD] age, 75.6 [6.8] years), of whom 9360 (60.8%) were men; 6931 (45.0%), older than 75 years; 93 (0.6%), American Indian or Alaska Native; 257 (1.7%), Asian or Pacific Islander; 757 (4.9%), Hispanic; 1017 (6.6%), non-Hispanic Black; 12 966 (84.2%), non-Hispanic White; 121 (0.8%), other; and 196 (1.3%), unknown. Overall, 8317 patients (54.0%) received some type of systemic therapy. After adjusting for individual factors, no county or zip code-level measures of social vulnerability, deprivation, or segregation were associated with disparities in treatment. In contrast, patient-level factors, including female sex (OR, 0.78; 95% CI, 0.73-0.84) and LIS (OR, 0.48; 95% CI, 0.36-0.65), were associated with lack of treatment, with particularly limited access to immunotherapy for patients with LIS (RRR, 0.25; 95% CI, 0.14-0.43). Associations between individual-level factors and treatment in multivariable analysis were not mediated by the addition of area-level metrics. Disparities by race and ethnicity were consistently and only observed within the most vulnerable areas, as indicated by the top quartile of each vulnerability deprivation index. Conclusions and Relevance In this cohort study of older Medicare patients diagnosed with mRCC, individual-level demographics, including race and ethnicity, sex, and income, were associated with receipt of systemic therapy, whereas area-level measures were not. However, individual-level racial and ethnic disparities were largely limited to socially vulnerable areas, suggesting that efforts to improve racial and ethnic disparities may be most effective when targeted to socially vulnerable areas.
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Affiliation(s)
- Syed N. Rahman
- Department of Urology, Yale School of Medicine, New Haven, Connecticut
| | - Jessica B. Long
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center, Yale University, New Haven, Connecticut
| | - Sarah J. Westvold
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center, Yale University, New Haven, Connecticut
| | - Michael S. Leapman
- Department of Urology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center, Yale University, New Haven, Connecticut
| | - Lisa P. Spees
- Department of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill
| | - Michael E. Hurwitz
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Hannah D. McManus
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Cary P. Gross
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center, Yale University, New Haven, Connecticut
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Stephanie B. Wheeler
- Department of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill
| | - Michaela A. Dinan
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center, Yale University, New Haven, Connecticut
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut
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Goel N, Hernandez AE, Mazul A. Neighborhood Disadvantage and Breast Cancer-Specific Survival in the US. JAMA Netw Open 2024; 7:e247336. [PMID: 38635268 DOI: 10.1001/jamanetworkopen.2024.7336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/19/2024] Open
Abstract
Importance Despite improvements in breast cancer screening, treatment, and survival, disparate breast cancer-specific survival outcomes persist, particularly in disadvantaged neighborhoods. Most of these disparities are attributed to disparities in individual, tumor, and treatment characteristics. However, a critical knowledge gap exists as to whether disparities in breast cancer-specific survival remain after accounting for individual, tumor, and treatment characteristics. Objective To evaluate if neighborhood disadvantage is associated with shorter breast cancer-specific survival after controlling for individual, tumor, and treatment characteristics in a national population. Design, Setting, and Participants This national retrospective cohort study included patients with breast cancer diagnosed from 2013 to 2018 from the Surveillance, Epidemiology, and End Results 17 Census tract-level socioeconomic status and rurality database of the National Cancer Institute. Data analysis was performed from September 2022 to December 2023. Exposures Neighborhood disadvantage measured by Yost index quintiles. Main Outcomes and Measures Breast cancer-specific survival was evaluated using a competing risks cause-specific hazard model controlling for age, race, ethnicity, rurality, stage, subtype, insurance, and receipt of treatment. Results A total of 350 824 patients with breast cancer were included; 41 519 (11.8%) were Hispanic, 39 631 (11.3%) were non-Hispanic Black, and 234 698 (66.9%) were non-Hispanic White. A total of 87 635 patients (25.0%) lived in the most advantaged neighborhoods (group 5) and 52 439 (14.9%) lived in the most disadvantaged neighborhoods (group 1). A larger number of non-Hispanic White patients (66 529 patients [76.2%]) lived in advantaged neighborhoods, while disadvantaged neighborhoods had the highest proportion of non-Hispanic Black (16 141 patients [30.9%]) and Hispanic patients (10 168 patients [19.5%]). Breast cancer-specific survival analysis found the most disadvantaged neighborhoods (group 1) had the highest risk of mortality (hazard ratio, 1.43; 95% CI, 1.36-1.50; P < .001) compared with the most advantaged neighborhoods. Conclusions and Relevance In this national cohort study of patients with breast cancer, neighborhood disadvantage was independently associated with shorter breast cancer-specific survival even after controlling for individual-level factors, tumor characteristics, and treatment. This suggests potential unaccounted-for mechanisms, including both nonbiologic factors and biologic factors.
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Affiliation(s)
- Neha Goel
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, Miami, Florida
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Alexandra E Hernandez
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, Miami, Florida
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida
| | - Angela Mazul
- University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh, Pennsylvania
- Department of Otolaryngology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
- Washington University School of Medicine, St Louis, Missouri
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Kirsch EP, Kunte SA, Wu KA, Kaplan S, Hwang ES, Plichta JK, Lad SP. Digital Health Platforms for Breast Cancer Care: A Scoping Review. J Clin Med 2024; 13:1937. [PMID: 38610702 PMCID: PMC11012307 DOI: 10.3390/jcm13071937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 03/12/2024] [Accepted: 03/23/2024] [Indexed: 04/14/2024] Open
Abstract
Breast cancer is a significant global health concern affecting millions of women each year. Digital health platforms are an easily accessible intervention that can improve patient care, though their efficacy in breast cancer care is unknown. This scoping review aims to provide an overview of existing research on the utilization of digital health platforms for breast cancer care and identify key trends and gaps in the literature. A comprehensive literature search was conducted across electronic databases, including Ovid MEDLINE, Elsevier EMBASE, and Elsevier Scopus databases. The search strategy incorporated keywords related to "digital health platforms", "breast cancer care", and associated terminologies. After screening for eligibility, a total of 25 articles were included in this scoping review. The identified studies comprised mobile applications and web-based interventions. These platforms demonstrated various functionalities, including patient education, symptom monitoring, treatment adherence, and psychosocial support. The findings indicate the potential of digital health platforms in improving breast cancer care and patients' overall experiences. The positive impact on patient outcomes, including improved quality of life and reduced psychological distress, underscores the importance of incorporating digital health solutions into breast cancer management. Additional research is necessary to validate the effectiveness of these platforms in diverse patient populations and assess their impact on healthcare-resource utilization.
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Affiliation(s)
- Elayna P. Kirsch
- Department of Neurosurgery, Duke University Medical Center, Durham, NC 27710, USA
| | - Sameer A. Kunte
- Department of Neurosurgery, Duke University Medical Center, Durham, NC 27710, USA
| | - Kevin A. Wu
- Department of Neurosurgery, Duke University Medical Center, Durham, NC 27710, USA
| | - Samantha Kaplan
- Medical Center Library & Archives, Duke University School of Medicine, Durham, NC 27710, USA
| | - E. Shelley Hwang
- Department of Surgery, Duke University Medical Center, Durham, NC 27710, USA (J.K.P.)
| | - Jennifer K. Plichta
- Department of Surgery, Duke University Medical Center, Durham, NC 27710, USA (J.K.P.)
| | - Shivanand P. Lad
- Department of Neurosurgery, Duke University Medical Center, Durham, NC 27710, USA
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11
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Pleasant V. A Public Health Emergency: Breast Cancer Among Black Communities in the United States. Obstet Gynecol Clin North Am 2024; 51:69-103. [PMID: 38267132 DOI: 10.1016/j.ogc.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2024]
Abstract
While Black people have a similar incidence of breast cancer compared to White people, they have a 40% increased death rate. Black people are more likely to be diagnosed with aggressive subtypes such as triple-negative breast cancer. However, despite biological factors, systemic racism and social determinants of health create delays in care and barriers to treatment. While genetic testing holds incredible promise for Black people, uptake remains low and results may be challenging to interpret. There is a need for more robust, multidisciplinary, and antiracist interventions to reverse breast cancer-related racial disparities.
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Affiliation(s)
- Versha Pleasant
- Department of Obstetrics and Gynecology, Cancer Genetics & Breast Health Clinic, University of Michigan, 1500 East Medical Center Drive, Ann Arbor, MI 48109, USA.
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Goel N, Hernandez A, Kwon D, Antoni MH, Cole S. Impact of Neighborhood Disadvantage on Tumor Biology and Breast Cancer Survival. Ann Surg 2024; 279:346-352. [PMID: 37638386 PMCID: PMC11611249 DOI: 10.1097/sla.0000000000006082] [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] [Indexed: 08/29/2023]
Abstract
OBJECTIVE The aim of this study was to evaluate the association between neighborhood disadvantage and Oncotype DX score, a surrogate for tumor biology, among a national cohort. BACKGROUND Women living in disadvantaged neighborhoods have shorter breast cancer (BC) survival, even after accounting for individual-level, tumor, and treatment characteristics. This suggests unaccounted social and biological mechanisms by which neighborhood disadvantage may impact BC survival. METHODS This cross-sectional study included stage I and II, ER + /HER2 - BC patients with Oncotype DX score data from the National Cancer Database (NCDB) from 2004 to 2019. Multivariate regression models tested the association of neighborhood-level income on Oncotype DX score controlling for age, race/ethnicity, insurance, clinical stage, and education. Cox regression assessed overall survival. RESULTS Of the 294,283 total BC patients selected, the majority were non-Hispanic White (n=237,197, 80.6%) with 7.6% non-Hispanic Black (n=22,495) and 4.5% other (n=13,383). 27.1% (n=797,254) of the population lived in the disadvantaged neighborhoods with an annual neighborhood-level income of <$48,000, while 59.62% (n=175,305) lived in advantaged neighborhoods with a neighborhood-level income of >$48,000. On multivariable analysis controlling for age, race/ethnicity, insurance status, neighborhood-level education, and pathologic stage, patients in disadvantaged neighborhoods had greater odds of high-risk versus low-risk Oncotype DX scores compared with those in advantaged neighborhoods [odds ratio=1.04 (1.01-1.07), P =0.0067]. CONCLUSION AND RELEVANCE This study takes a translational epidemiologic approach to identify that women living in the most disadvantaged neighborhoods have more aggressive tumor biology, as determined by the Oncotype DX score.
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Affiliation(s)
- Neha Goel
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, Miami, Florida, USA
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Alexandra Hernandez
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, Miami, Florida, USA
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Deukwoo Kwon
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
- Division of Clinical and Translational Sciences, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston. Houston, TX, USA
| | - Michael H. Antoni
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
- Department of Psychology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Steve Cole
- Department of Psychiatry/ Biobehavioral Sciences and Medicine, University of California Los Angeles David Geffen School of Medicine, Los Angeles, CA, USA
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Giannico OV, Carone S, Tanzarella M, Galluzzo C, Bruni A, Lagravinese GM, Rashid I, Bisceglia L, Sardone R, Addabbo F, Minerba S, Mincuzzi A. Environmental pressures, tumor characteristics, and death rate in a female breast cancer cohort: a seven-years Bayesian survival analysis using cancer registry data from a contaminated area in Italy. Front Public Health 2024; 11:1310823. [PMID: 38264246 PMCID: PMC10805021 DOI: 10.3389/fpubh.2023.1310823] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 11/17/2023] [Indexed: 01/25/2024] Open
Abstract
Introduction In Taranto, Southern Italy, adverse impacts on the environment and human health due to industrial installations have been studied. In the literature, few associations have been reported between environmental factors and breast cancer mortality in women. The aim of this study was to investigate the relationships between residence in areas with high environmental pressures, female breast cancer characteristics, and death rate. Methods Data from the Taranto Cancer Registry were used, including all women with invasive breast cancer diagnosed between 01 January 2015 and 31 December 2020 and with follow-up to 31 December 2021. Bayesian mixed effects logistic and Cox regression models were fitted with the approach of integrated nested Laplace approximation, adjusting for patients and disease characteristics. Results A total of 10,445 person-years were observed. Variables associated with higher death rate were residence in the contaminated site of national interest (SIN) (HR 1.22, 95% CrI 1.01-1.48), pathological/clinical stage III (HR 2.77, 95% CrI 1.93-3.97) and IV (HR 17.05, 95% CrI 11.94-24.34), histological grade 3 (HR 2.50, 95% CrI 1.20-5.23), Ki-67 proliferation index of 21-50% (HR 1.42, 95% CrI 1.10-1.83) and > 50% (HR 1.81, 95% CrI 1.29-2.55), and bilateral localization (HR 1.65, 95% CrI 1.01-2.68). Variables associated with lower death rate were estrogen and/or progesterone receptor positivity (HR 0.61, 95% CrI 0.45-0.81) and HER2/neu oncogene positivity (HR 0.59, 95% CrI 0.44-0.79). Discussion The findings confirmed the independent prognostic values of different female breast cancer characteristics. Even after adjusting for patients and disease characteristics, residence in the SIN of Taranto appeared to be associated with an increased death rate.
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Affiliation(s)
| | - Simona Carone
- Unit of Statistics and Epidemiology, Local Health Authority of Taranto, Taranto, Italy
| | - Margherita Tanzarella
- Unit of Statistics and Epidemiology, Local Health Authority of Taranto, Taranto, Italy
| | - Claudia Galluzzo
- Unit of Statistics and Epidemiology, Local Health Authority of Taranto, Taranto, Italy
| | - Antonella Bruni
- Unit of Statistics and Epidemiology, Local Health Authority of Taranto, Taranto, Italy
| | | | - Ivan Rashid
- Coordination Center of the Apulia Cancer Registry, Strategic Regional Agency for Health and Social Care of Apulia, Bari, Italy
| | - Lucia Bisceglia
- Coordination Center of the Apulia Cancer Registry, Strategic Regional Agency for Health and Social Care of Apulia, Bari, Italy
| | - Rodolfo Sardone
- Unit of Statistics and Epidemiology, Local Health Authority of Taranto, Taranto, Italy
| | - Francesco Addabbo
- Unit of Statistics and Epidemiology, Local Health Authority of Taranto, Taranto, Italy
| | - Sante Minerba
- Healthcare Management, Local Health Authority of Taranto, Taranto, Italy
| | - Antonia Mincuzzi
- Unit of Statistics and Epidemiology, Local Health Authority of Taranto, Taranto, Italy
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Harris A, Bather JR, Kawamoto K, Fiol GD, Bradshaw RL, Kaiser-Jackson L, Monahan R, Kohlmann W, Liu F, Ginsburg O, Goodman MS, Kaphingst KA. Determinants of Breast Cancer Screening Adherence During the COVID-19 Pandemic in a Cohort at Increased Inherited Cancer Risk in the United States. Cancer Control 2024; 31:10732748241272727. [PMID: 39420801 PMCID: PMC11489983 DOI: 10.1177/10732748241272727] [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: 04/19/2024] [Revised: 05/31/2024] [Accepted: 07/03/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND We examined neighborhood characteristics concerning breast cancer screening annual adherence during the COVID-19 pandemic. METHODS We analyzed 6673 female patients aged 40 or older at increased inherited cancer risk in 2 large health care systems (NYU Langone Health [NYULH] and the University of Utah Health [UHealth]). Multinomial models were used to identify predictors of mammogram screening groups (non-adherent, pre-pandemic adherent, pandemic period adherent) in comparison to adherent females. Potential determinants included sociodemographic characteristics and neighborhood factors. RESULTS Comparing each cancer group in reference to the adherent group, a reduced likelihood of being non-adherent was associated with older age (OR: 0.97, 95% CI: 0.95, 0.99), a greater number of relatives with cancer (OR: 0.80, 95% CI: 0.75, 0.86), and being seen at NYULH study site (OR: 0.42, 95% CI: 0.29, 0.60). More relatives with cancer were correlated with a lesser likelihood of being pandemic period adherent (OR: 0.89, 95% CI: 0.81, 0.97). A lower likelihood of being pre-pandemic adherent was seen in areas with less education (OR: 0.77, 95% CI: 0.62, 0.96) and NYULH study site (OR: 0.35, 95% CI: 0.22, 0.55). Finally, greater neighborhood deprivation (OR: 1.47, 95% CI: 1.08, 2.01) was associated with being non-adherent. CONCLUSION Breast screening during the COVID-19 pandemic was associated with being older, having more relatives with cancer, residing in areas with less educational attainment, and being seen at NYULH; non-adherence was linked with greater neighborhood deprivation. These findings may mitigate risk of clinically important screening delays at times of disruptions in a population at greater risk for breast cancer.
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Affiliation(s)
- Adrian Harris
- Center for Anti-racism, Social Justice & Public Health, New York University School of Global Public Health, New York, NY, USA
| | - Jemar R. Bather
- Center for Anti-racism, Social Justice & Public Health, New York University School of Global Public Health, New York, NY, USA
- Department of Biostatistics, New York University School of Global Public Health, New York, NY, USA
| | - Kensaku Kawamoto
- Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, USA
| | - Guilherme Del Fiol
- Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, USA
| | - Richard L. Bradshaw
- Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, USA
| | | | - Rachel Monahan
- Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Wendy Kohlmann
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Feng Liu
- Center for Anti-racism, Social Justice & Public Health, New York University School of Global Public Health, New York, NY, USA
| | - Ophira Ginsburg
- Center for Global Health, National Cancer Institute, Rockville, MD, USA
| | - Melody S. Goodman
- Center for Anti-racism, Social Justice & Public Health, New York University School of Global Public Health, New York, NY, USA
- Department of Biostatistics, New York University School of Global Public Health, New York, NY, USA
| | - Kimberly A. Kaphingst
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
- Department of Communication, University of Utah, Salt Lake City, UT, USA
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15
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Goel N, Hernandez AE, Ream M, Clarke ES, Blomberg BB, Cole S, Antoni MH. Effects of neighborhood disadvantage on cortisol and interviewer-rated anxiety symptoms in breast cancer patients initiating treatment. Breast Cancer Res Treat 2023; 202:203-211. [PMID: 37561280 PMCID: PMC11250915 DOI: 10.1007/s10549-023-07050-7] [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: 03/29/2023] [Accepted: 07/13/2023] [Indexed: 08/11/2023]
Abstract
PURPOSE Shorter breast cancer (BC) survival outcomes persist by neighborhood disadvantage independent of patient, tumor, and treatment characteristics. This suggests unaccounted mechanisms by which neighborhood disadvantage "gets under the skin" to impact BC survival outcomes. Here, we evaluate the relationship between neighborhood disadvantage and clinical and neuroendocrine markers of stress in BC patients. METHODS Women with stage 0-III BC were enrolled 2-10 weeks post-surgery and before initiating adjuvant treatment in a study examining stress and stress management processes. Women provided an afternoon-evening (PM) serum cortisol sample and were administered the Hamilton Anxiety Rating Scale (HAM-A). Home addresses were used to determine the Area Deprivation Index (ADI), a validated measure of neighborhood disadvantage. Multiple regression assessed the relationship between ADI and PM serum cortisol and the presence of elevated HAM-A symptoms. RESULTS Our sample (n = 225) was predominately middle-aged (M = 50.4 years; range 23-70 years), non-Hispanic White (64.3%), with stage I (38.1%), or II (38.6%) disease. The majority (n = 175) lived in advantaged neighborhoods (ADI 1-3). After controlling for age, stage, and surgery type, women from high ADI (4-10) (vs low ADI) neighborhoods had higher PM cortisol levels (β = 0.19, 95% CI [0.24, 5.00], p = 0.031) and were nearly two times as likely to report the presence of elevated anxiety symptoms (OR = 1.96, 95% CI [1.00, 3.86], p = 0.050). CONCLUSION Neighborhood disadvantage is significantly associated with higher levels of PM cortisol and elevated anxiety symptoms suggesting stress pathways could potentially contribute to relationships between neighborhood disadvantage and BC survival.
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Affiliation(s)
- Neha Goel
- Division of Surgical Oncology, Department of Surgery, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1120 NW 14Th Street, Suite 410, Miami, FL, 33136, USA.
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.
| | - Alexandra E Hernandez
- Division of Surgical Oncology, Department of Surgery, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1120 NW 14Th Street, Suite 410, Miami, FL, 33136, USA
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Molly Ream
- Department of Psychology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Estefany Saez Clarke
- Department of Psychology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Bonnie B Blomberg
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Microbiology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Steve Cole
- Department of Psychiatry/Biobehavioral Sciences and Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Michael H Antoni
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Psychology, University of Miami Miller School of Medicine, Miami, FL, USA
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16
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Goel N, Hernandez A, Merchant N, Rebbeck T. Translational Epidemiology: Genetic Ancestry in Breast Cancer: What Is the Role of Genetic Ancestry and Socioeconomic Status in Triple-Negative Breast Cancer? Adv Surg 2023; 57:1-14. [PMID: 37536846 DOI: 10.1016/j.yasu.2023.03.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
Racial/ethnic and socioeconomic disparities seen in triple-negative breast cancer (TNBC) have prompted questions regarding the role of genetic ancestry in breast cancer (BC) subtype development, tumor biology, and ultimately prognosis. The causes of disparities in TNBC are influenced greatly by both sociopolitical factors and genetic ancestry, and now, the potential genomic underpinnings of social factors. To comprehensively understand disparities in TNBC, it is critical to take a translational epidemiologic approach that takes into account genomic and non-genomic factors. Understanding the interplay between genetic ancestry and social genomics and their proportional influence on outcomes can guide our priorities for screening, diagnosis, and interventions for this aggressive BC subtype.
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Affiliation(s)
- Neha Goel
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, 1120 Northwest 14th Street, 4th Floor, Miami, FL 31336, USA; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1120 Northwest 14th Street, 4th Floor, Miami, FL 31336, USA.
| | - Alexandra Hernandez
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, 1120 Northwest 14th Street, 4th Floor, Miami, FL 31336, USA
| | - Nipun Merchant
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, 1120 Northwest 14th Street, 4th Floor, Miami, FL 31336, USA; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, 1120 Northwest 14th Street, 4th Floor, Miami, FL 31336, USA
| | - Timothy Rebbeck
- Harvard T.H. Chan School of Public Health and Dana-Farber Cancer Institute, 1101 Dana. 450 Brookline Avenue, Boston, MA 02215, USA
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Wieder R, Adam N. Racial Disparities in Breast Cancer Treatments and Adverse Events in the SEER-Medicare Data. Cancers (Basel) 2023; 15:4333. [PMID: 37686609 PMCID: PMC10486612 DOI: 10.3390/cancers15174333] [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: 07/26/2023] [Revised: 08/15/2023] [Accepted: 08/23/2023] [Indexed: 09/10/2023] Open
Abstract
Despite lower incidence rates, African American (AA) patients have shorter survival from breast cancer (BC) than white (W) patients. Multiple factors contribute to decreased survival, including screening disparities, later presentation, and access to care. Disparities in adverse events (AEs) may contribute to delayed or incomplete treatment, earlier recurrence, and shortened survival. Here, we analyzed the SEER-Medicare dataset, which captures claims from a variety of venues, in order to determine whether the cancer care venues affect treatment and associated adverse events. We investigated a study population whose claims are included in the Outpatient files, consisting of hospital and healthcare facility venues, and a study population from the National Claims History (NCH) files, consisting of claims from physicians, office practices, and other non-institutional providers. We demonstrated statistically and substantively significant venue-specific differences in treatment rates, drugs administered, and AEs from treatments between AA and W patients. We showed that AA patients in the NCH dataset received lower rates of treatment, but patients in the Outpatient dataset received higher rates of treatment than W patients. The rates of recorded AEs per treatment were higher in the NCH setting than in the Outpatient setting in all patients. AEs were consistently higher in AA patients than in W patients. AA patients had higher comorbidity indices and were younger than W patients, but these variables did not appear to play roles in the AE differences. The frequency of specific anticancer drugs administered in cancer- and venue-specific circumstances and their associated AEs varied between AA and W patients. The higher AE rates were due to slightly higher frequencies in the administration of drugs with higher associated AE rates in AA patients than in W patients. Our investigations demonstrate significant differences in treatment rates and associated AEs between AA and W patients with BC, depending on the venues of care, likely contributing to differences in outcomes.
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Affiliation(s)
- Robert Wieder
- Rutgers New Jersey Medical School and the Cancer Institute of New Jersey, 185 South Orange Avenue, MSB F671, Newark, NJ 07103, USA
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