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Bakillah E, Sharpe J, Wirtalla C, Goldberg D, Altieri MS, Aarons CB, Keele LJ, Kelz RR. Minimally invasive colorectal cancer surgery: an observational study of medicare advantage and fee-for-service beneficiaries. Surg Endosc 2024; 38:6800-6811. [PMID: 39160311 DOI: 10.1007/s00464-024-11168-0] [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: 02/01/2024] [Accepted: 08/05/2024] [Indexed: 08/21/2024]
Abstract
BACKGROUND Enrollment of Medicare beneficiaries in medicare advantage (MA) plans has been steadily increasing. Prior research has shown differences in healthcare access and outcomes based on Medicare enrollment status. This study sought to compare utilization of minimally invasive colorectal cancer (CRC) surgery and postoperative outcomes between MA and Fee-for-Service (FFS) beneficiaries. METHODS A retrospective cohort study of beneficiaries ≥ 65.5 years of age enrolled in FFS and MA plans was performed of patients undergoing a CRC resection from 2016 to 2019. The primary outcome was operative approach, defined as minimally invasive (laparoscopic) or open. Secondary outcomes included robotic assistance, hospital length-of-stay, mortality, discharge disposition, and hospital readmission. Using balancing weights, we performed a tapered analysis to examine outcomes with adjustment for potential confounders. RESULTS MA beneficiaries were less likely to have lymph node (12.9 vs 14.4%, p < 0.001) or distant metastases (15.5% vs 17.0%, p < 0.001), and less likely to receive chemotherapy (6.2% vs 6.7%, p < 0.001), compared to FFS beneficiaries. MA beneficiaries had a higher risk-adjusted likelihood of undergoing laparoscopic CRC resection (OR 1.12 (1.10-1.15), p < 0.001), and similar rates of robotic assistance (OR 1.00 (0.97-1.03), p = 0.912), compared to FFS beneficiaries. There were no differences in risk-adjusted length-of-stay (β coefficient 0.03 (- 0.05-0.10), p = 0.461) or mortality at 30-60-and 90-days (OR 0.99 (0.95-1.04), p = 0.787; OR 1.00 (0.96-1.04), p = 0.815; OR 0.98 (0.95-1.02), p = 0.380). MA beneficiaries had a lower likelihood of non-routine disposition (OR 0.77 (0.75-0.78), p < 0.001) and readmission at 30-60-and 90-days (OR 0.76 (0.73-0.80), p < 0.001; OR 0.78 (0.75-0.81), p < 0.001; OR 0.79 (0.76-0.81), p < 0.001). CONCLUSIONS MA beneficiaries had less advanced disease at the time of CRC resection and a greater likelihood of undergoing a laparoscopic procedure. MA enrollment is associated with improved health outcomes for elderly beneficiaries undergoing operative treatment for CRC.
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Affiliation(s)
- Emna Bakillah
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, 3400 Spruce St, 4 Maloney, Philadelphia, PA, 19104, USA.
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA, USA.
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA.
| | - James Sharpe
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, 3400 Spruce St, 4 Maloney, Philadelphia, PA, 19104, USA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA, USA
| | - Chris Wirtalla
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, 3400 Spruce St, 4 Maloney, Philadelphia, PA, 19104, USA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA, USA
| | - Drew Goldberg
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, 3400 Spruce St, 4 Maloney, Philadelphia, PA, 19104, USA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA, USA
| | - Maria S Altieri
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, 3400 Spruce St, 4 Maloney, Philadelphia, PA, 19104, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
| | - Cary B Aarons
- Department of Surgery, Columbia University, New York, NY, USA
| | - Luke J Keele
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, 3400 Spruce St, 4 Maloney, Philadelphia, PA, 19104, USA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA, USA
| | - Rachel R Kelz
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, 3400 Spruce St, 4 Maloney, Philadelphia, PA, 19104, USA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
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Adam N, Wieder R. AI Survival Prediction Modeling: The Importance of Considering Treatments and Changes in Health Status over Time. Cancers (Basel) 2024; 16:3527. [PMID: 39456622 PMCID: PMC11505986 DOI: 10.3390/cancers16203527] [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: 09/18/2024] [Revised: 10/11/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Deep learning (DL)-based models for predicting the survival of patients with local stages of breast cancer only use time-fixed covariates, i.e., patient and cancer data at the time of diagnosis. These predictions are inherently error-prone because they do not consider time-varying events that occur after initial diagnosis. Our objective is to improve the predictive modeling of survival of patients with localized breast cancer to consider both time-fixed and time-varying events; thus, we take into account the progression of a patient's health status over time. METHODS We extended four DL-based predictive survival models (DeepSurv, DeepHit, Nnet-survival, and Cox-Time) that deal with right-censored time-to-event data to consider not only a patient's time-fixed covariates (patient and cancer data at diagnosis) but also a patient's time-varying covariates (e.g., treatments, comorbidities, progressive age, frailty index, adverse events from treatment). We utilized, as our study data, the SEER-Medicare linked dataset from 1991 to 2016 to study a population of women diagnosed with stage I-III breast cancer (BC) enrolled in Medicare at 65 years or older as qualified by age. We delineated time-fixed variables recorded at the time of diagnosis, including age, race, marital status, breast cancer stage, tumor grade, laterality, estrogen receptor (ER), progesterone receptor (PR), and human epidermal receptor 2 (HER2) status, and comorbidity index. We analyzed six distinct prognostic categories, cancer stages I-III BC, and each stage's ER/PR+ or ER/PR- status. At each visit, we delineated the time-varying covariates of administered treatments, induced adverse events, comorbidity index, and age. We predicted the survival of three hypothetical patients to demonstrate the model's utility. MAIN OUTCOMES AND MEASURES The primary outcomes of the modeling were the measures of the model's prediction error, as measured by the concordance index, the most commonly applied evaluation metric in survival analysis, and the integrated Brier score, a metric of the model's discrimination and calibration. RESULTS The proposed extended patients' covariates that include both time-fixed and time-varying covariates significantly improved the deep learning models' prediction error and the discrimination and calibration of a model's estimates. The prediction of the four DL models using time-fixed covariates in six different prognostic categories all resulted in approximately a 30% error in all six categories. When applying the proposed extension to include time-varying covariates, the accuracy of all four predictive models improved significantly, with the error decreasing to approximately 10%. The models' predictive accuracy was independent of the differing published survival predictions from time-fixed covariates in the six prognostic categories. We demonstrate the utility of the model in three hypothetical patients with unique patient, cancer, and treatment variables. The model predicted survival based on the patient's individual time-fixed and time-varying features, which varied considerably from Social Security age-based, and stage and race-based breast cancer survival predictions. CONCLUSIONS The predictive modeling of the survival of patients with early-stage breast cancer using DL models has a prediction error of around 30% when considering only time-fixed covariates at the time of diagnosis and decreases to values under 10% when time-varying covariates are added as input to the models, regardless of the prognostic category of the patient groups. These models can be used to predict individual patients' survival probabilities based on their unique repertoire of time-fixed and time-varying features. They will provide guidance for patients and their caregivers to assist in decision making.
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Affiliation(s)
- Nabil Adam
- Phalcon, LLC, Manhasset, NY 11030, USA;
- Newark Campus, Rutgers University, Newark, NJ 07102, USA
| | - Robert Wieder
- Rutgers New Jersey Medical School, Newark, NJ 07103, USA
- Rutgers Cancer Institute of New Jersey, Newark, NJ 07103, USA
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Padzińska-Pruszyńska I, Kucharzewska P, Matejuk A, Górczak M, Kubiak M, Taciak B, Król M. Macrophages: Key Players in the Battle against Triple-Negative Breast Cancer. Int J Mol Sci 2024; 25:10781. [PMID: 39409110 PMCID: PMC11476577 DOI: 10.3390/ijms251910781] [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: 08/31/2024] [Revised: 09/30/2024] [Accepted: 10/03/2024] [Indexed: 10/20/2024] Open
Abstract
Triple-negative breast cancer (TNBC) is a challenging subtype of breast cancer characterized by the absence of estrogen and progesterone receptors and HER2 expression, leading to limited treatment options and a poorer prognosis. TNBC is particularly prevalent in premenopausal African-descent women and is associated with aggressive tumor behavior and higher metastatic potential. Tumor-associated macrophages (TAMs) are abundantly present within the TNBC microenvironment and play pivotal roles in promoting tumor growth, progression, and metastasis through various mechanisms, including immune suppression and enhancement of angiogenesis. This review provides an in-depth overview of TNBC, focusing on its epidemiology, its molecular characteristics, and the critical influence of TAMs. It discusses the pathological and molecular aspects that define TNBC's aggressive nature and reviews current and emerging therapeutic strategies aimed at targeting these dynamics. Special attention is given to the role of TAMs, exploring their potential as therapeutic targets due to their significant impact on tumor behavior and patient outcomes. This review aims to highlight the complexities of the TNBC landscape and to present the innovative approaches that are currently being pursued to improve therapeutic efficacy and patient survival.
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Affiliation(s)
- Irena Padzińska-Pruszyńska
- Center of Cellular Immunotherapies, Warsaw University of Life Sciences, 02-787 Warsaw, Poland; (I.P.-P.); (P.K.); (M.G.); (M.K.); (B.T.)
| | - Paulina Kucharzewska
- Center of Cellular Immunotherapies, Warsaw University of Life Sciences, 02-787 Warsaw, Poland; (I.P.-P.); (P.K.); (M.G.); (M.K.); (B.T.)
| | - Agata Matejuk
- Department of Immunology, Collegium Medicum, University of Zielona Góra, 65-417 Zielona Góra, Poland;
| | - Małgorzata Górczak
- Center of Cellular Immunotherapies, Warsaw University of Life Sciences, 02-787 Warsaw, Poland; (I.P.-P.); (P.K.); (M.G.); (M.K.); (B.T.)
| | - Małgorzata Kubiak
- Center of Cellular Immunotherapies, Warsaw University of Life Sciences, 02-787 Warsaw, Poland; (I.P.-P.); (P.K.); (M.G.); (M.K.); (B.T.)
| | - Bartłomiej Taciak
- Center of Cellular Immunotherapies, Warsaw University of Life Sciences, 02-787 Warsaw, Poland; (I.P.-P.); (P.K.); (M.G.); (M.K.); (B.T.)
| | - Magdalena Król
- Center of Cellular Immunotherapies, Warsaw University of Life Sciences, 02-787 Warsaw, Poland; (I.P.-P.); (P.K.); (M.G.); (M.K.); (B.T.)
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Yan J, Hammami MB, Wei JX, Shah N, Goldfinger M, Mantzaris I, Kornblum N, Gritsman K, Sica A, Cooper D, Feldman E, Konopleva M, Pradhan K, Thakur R, Vegivinti C, Qasim A, Verma A, Goel S. Socio-demographic determinants of myelofibrosis outcomes in an underserved center and the SEER national database. Ann Hematol 2024; 103:3543-3551. [PMID: 39046510 PMCID: PMC11358356 DOI: 10.1007/s00277-024-05894-7] [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] [Received: 06/29/2024] [Accepted: 07/11/2024] [Indexed: 07/25/2024]
Abstract
The influence of demographic characteristics and social determinants on cancer outcomes is widely recognized in various malignancies but remains understudied in myelofibrosis (MF). This study aims to investigate social and demographic variables associated with MF survival. We retrospectively reviewed data of biopsy-proven MF patients from the Surveillance, Epidemiology and End Results (SEER) database (2000-2021) and Montefiore Medical Center (2000-2023), an underserved inner-city hospital. The SEER cohort included 5,403 MF patients and was predominantly Non-Hispanic (NH) White (82%) with a median age of 69 years. The age-adjusted incidence rate of MF was 0.32 cases per 100,000 person-years, increasing annually by 1.3% from 2000 to 2021. Two- and five- year overall survival rates were 69% and 42%, respectively. Worse cause-specific survival was associated with older age, male sex, and diagnosis before 2011 (year of Ruxolitinib approval). NH-Black ethnicity, unmarried status and lower median income were independent predictors of worse overall survival. The single-center analysis included 84 cases, with a median age of 66 years. NH-White patients comprised 37% of the sample, followed by NH-Black (28.5%). Two- and five- year overall survival rates were 90% and 61%, respectively, with NH-Black patients exhibiting the lowest median survival, although the difference was not statistically significant. Age was a significant predictor of worse survival in this cohort. NH-Black and Hispanic patients lived in areas with higher socioeconomic and demographic stress compared to NH-White patients. Overall, this study highlights the association of social and demographic factors with MF survival and emphasizes the need for equitable healthcare and further exploration of social-demographic factors affecting MF survival.
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Affiliation(s)
- John Yan
- Department of Internal Medicine, Montefiore Medical Center, Bronx, NY, USA
| | - M Bakri Hammami
- Department of Medicine, Jacobi Medical Center, Bronx, NY, USA
| | - John X Wei
- Department of Internal Medicine, Montefiore Medical Center, Bronx, NY, USA
| | - Nishi Shah
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Mendel Goldfinger
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Ioannis Mantzaris
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Noah Kornblum
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Kira Gritsman
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Alejandro Sica
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Dennis Cooper
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Eric Feldman
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Marina Konopleva
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Kith Pradhan
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Rahul Thakur
- Department of Medicine, Jacobi Medical Center, Bronx, NY, USA
| | | | - Asma Qasim
- Department of Medicine, Cleveland Clinic Abu Dhabi, Abu Dhabi, UAE
| | - Amit Verma
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA
| | - Swati Goel
- Department of Hematology/Oncology, Montefiore Medical Center, Bronx, NY, USA.
- Department of Oncology, Montefiore Einstein Comprehensive Cancer Center, 3411 Wayne Avenue, Bronx, NY, 10467-2509, USA.
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Bradley CJ, Yabroff KR, Shih YCT. Clinic-based interventions for improving access to care: a good start. J Natl Cancer Inst 2024; 116:786-788. [PMID: 38605524 DOI: 10.1093/jnci/djae068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 03/18/2024] [Indexed: 04/13/2024] Open
Affiliation(s)
- Cathy J Bradley
- Department of Health Systems, Management, and Policy, University of Colorado Comprehensive Cancer Center and Colorado School of Public Health, Aurora, CO, USA
| | - K Robin Yabroff
- Surveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, USA
| | - Ya-Chen Tina Shih
- University of California Los Angeles Jonsson Comprehensive Cancer Center and Department of Radiation Oncology, School of Medicine, Los Angeles, CA, USA
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Adam N, Wieder R. Temporal Association Rule Mining: Race-Based Patterns of Treatment-Adverse Events in Breast Cancer Patients Using SEER-Medicare Dataset. Biomedicines 2024; 12:1213. [PMID: 38927419 PMCID: PMC11200891 DOI: 10.3390/biomedicines12061213] [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: 03/18/2024] [Revised: 05/17/2024] [Accepted: 05/20/2024] [Indexed: 06/28/2024] Open
Abstract
PURPOSE Disparities in the screening, treatment, and survival of African American (AA) patients with breast cancer extend to adverse events experienced with systemic therapy. However, data are limited and difficult to obtain. We addressed this challenge by applying temporal association rule (TAR) mining using the SEER-Medicare dataset for differences in the association of specific adverse events (AEs) and treatments (TRs) for breast cancer between AA and White women. We considered two categories of cancer care providers and settings: practitioners providing care in the outpatient units of hospitals and institutions and private practitioners providing care in their offices. PATIENTS AN METHODS We considered women enrolled in the Medicare fee-for-service option at age 65 who qualified by age and not disability, who were diagnosed with breast cancer with attributed patient factors of age and race, marital status, comorbidities, prior malignancies, prior therapy, disease factors of stage, grade, and ER/PR and Her2 status and laterality. We included 141 HCPCS drug J codes for chemotherapy, biotherapy, and hormone therapy drugs, which we consolidated into 46 mechanistic categories and generated AE data. We consolidated AEs from ICD9 codes into 18 categories associated with breast cancer therapy. We applied TAR mining to determine associations between the 46 TR and 18 AE categories in the context of the patient categories outlined. We applied the spark.mllib implementation of the FPGrowth algorithm, a parallel version called PFP. We considered differences of at least one unit of lift as significant between groups. The model's results demonstrated a high overlap between the model's identified TR-AEs associated set and the actual set. RESULTS Our results demonstrate that specific TR/AE associations are highly dependent on race, stage, and venue of care administration. CONCLUSIONS Our data demonstrate the usefulness of this approach in identifying differences in the associations between TRs and AEs in different populations and serve as a reference for predicting the likelihood of AEs in different patient populations treated for breast cancer. Our novel approach using unsupervised learning enables the discovery of association rules while paying special attention to temporal information, resulting in greater predictive and descriptive power as a patient's health and life status change over time.
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Affiliation(s)
- Nabil Adam
- Phalcon, LLC., Manhasset, NY 11030, USA;
- Rutgers University, Newark Campus, Newark, NJ 07102, USA
| | - Robert Wieder
- Rutgers New Jersey Medical School, Newark, NJ 07103, USA
- Rutgers Cancer Institute of New Jersey, Newark, NJ 07103, USA
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Boyko A, Qureshi MM, Fishman MDC, Slanetz PJ. Predictors of Breast Cancer Outcome in a Cohort of Women Seeking Care at a Safety Net Hospital. Acad Radiol 2024; 31:1727-1734. [PMID: 38087721 DOI: 10.1016/j.acra.2023.11.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 11/14/2023] [Accepted: 11/26/2023] [Indexed: 05/12/2024]
Abstract
RATIONALE AND OBJECTIVES This study aimed to identify predictors associated with lower mortality in a population of women diagnosed and treated for breast cancer at a safety net hospital. METHODS From 2008 to 2014, 1115 patients were treated for breast cancer at our academic safety net hospital. 208 were excluded due to diagnosis at an outside facility, and the remaining 907 (81%) formed the study cohort. Retrospective charts and imaging reviews looked at race, ethnicity, insurance status, social determinants of health, screening utilization, treatment regimen, and 7-13-year follow-up care, including the cause of death. Multivariable logistic regression modeling assessed mortality, and adjusted odds ratios (aOR) with 95% confidence intervals (CI) were computed. RESULTS Of the 907 women, the mean age was 59 years (inter-quartile range 50-68 years), with 40% White, 46% Black, 4% Asian, and 10% Other. Increasing age (aOR=1.03, p = 0.001) and more advanced stage at diagnosis (aOR=6.37, p < 0.0001) were associated with increased mortality. There was no significant difference in mortality based on race or ethnicity (p > 0.05). Of 494 with screening prior to diagnosis, longer screening time was observed for patients with advanced stage (median 521 days) vs. early stage (median 404 days), p = 0.0004. Patients with Medicaid, insurance not specified, and no insurance were less likely to undergo screening before diagnosis than privately insured (all p < 0.05). Shorter screening time was associated with lower all-cause mortality (aOR=0.57, 95% CI=0.36-0.89, p = 0.013). DISCUSSION In a safety net population, a more advanced stage at diagnosis was associated with higher mortality and lower odds of undergoing screening mammography in the two years prior to a breast cancer diagnosis. Early screening was associated with lower mortality. Finally, given no racial or ethnic differences in mortality, the safety net infrastructure at our institution effectively provides equitable cancer care once a cancer is confirmed.
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Affiliation(s)
- Alexander Boyko
- Division of Breast Imaging, Department of Radiology, Boston Medical Center, and Boston University Chobanian & Avedisian School of Medicine, 820 Harrison Avenue, Boston, Massachusetts 02118, USA (A.B., M.D.C.F., P.J.S.)
| | - Muhammad Mustafa Qureshi
- Department of Radiation Oncology, Boston Medical Center, 830 Harrison Avenue, Boston, Massachusetts 02118, USA (M.M.Q.)
| | - Michael D C Fishman
- Division of Breast Imaging, Department of Radiology, Boston Medical Center, and Boston University Chobanian & Avedisian School of Medicine, 820 Harrison Avenue, Boston, Massachusetts 02118, USA (A.B., M.D.C.F., P.J.S.)
| | - Priscilla J Slanetz
- Division of Breast Imaging, Department of Radiology, Boston Medical Center, and Boston University Chobanian & Avedisian School of Medicine, 820 Harrison Avenue, Boston, Massachusetts 02118, USA (A.B., M.D.C.F., P.J.S.).
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Silver CM, Thomas AC, Reddy S, Kirkendoll S, Nathens AB, Issa N, Patel PP, Plevin RE, Kanzaria HK, Stey AM. Morbidity and Length of Stay After Injury Among People Experiencing Homelessness in North America. JAMA Netw Open 2024; 7:e240795. [PMID: 38416488 PMCID: PMC10902734 DOI: 10.1001/jamanetworkopen.2024.0795] [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: 09/28/2023] [Accepted: 01/08/2024] [Indexed: 02/29/2024] Open
Abstract
Importance Traumatic injury is a leading cause of hospitalization among people experiencing homelessness. However, hospital course among this population is unknown. Objective To evaluate whether homelessness was associated with increased morbidity and length of stay (LOS) after hospitalization for traumatic injury and whether associations between homelessness and LOS were moderated by age and/or Injury Severity Score (ISS). Design, Setting, and Participants This retrospective cohort study of the American College of Surgeons Trauma Quality Programs (TQP) included patients 18 years or older who were hospitalized after an injury and discharged alive from 787 hospitals in North America from January 1, 2017, to December 31, 2018. People experiencing homelessness were propensity matched to housed patients for hospital, sex, insurance type, comorbidity, injury mechanism type, injury body region, and Glasgow Coma Scale score. Data were analyzed from February 1, 2022, to May 31, 2023. Exposures People experiencing homelessness were identified using the TQP's alternate home residence variable. Main Outcomes and Measures Morbidity, hemorrhage control surgery, and intensive care unit (ICU) admission were assessed. Associations between homelessness and LOS (in days) were tested with hierarchical multivariable negative bionomial regression. Moderation effects of age and ISS on the association between homelessness and LOS were evaluated with interaction terms. Results Of 1 441 982 patients (mean [SD] age, 55.1 [21.1] years; (822 491 [57.0%] men, 619 337 [43.0%] women, and 154 [0.01%] missing), 9065 (0.6%) were people experiencing homelessness. Unmatched people experiencing homelessness demonstrated higher rates of morbidity (221 [2.4%] vs 25 134 [1.8%]; P < .001), hemorrhage control surgery (289 [3.2%] vs 20 331 [1.4%]; P < .001), and ICU admission (2353 [26.0%] vs 307 714 [21.5%]; P < .001) compared with housed patients. The matched cohort comprised 8665 pairs at 378 hospitals. Differences in rates of morbidity, hemorrhage control surgery, and ICU admission between people experiencing homelessness and matched housed patients were not statistically significant. The median unadjusted LOS was 5 (IQR, 3-10) days among people experiencing homelessness and 4 (IQR, 2-8) days among matched housed patients (P < .001). People experiencing homelessness experienced a 22.1% longer adjusted LOS (incident rate ratio [IRR], 1.22 [95% CI, 1.19-1.25]). The greatest increase in adjusted LOS was observed among people experiencing homelessness who were 65 years or older (IRR, 1.42 [95% CI, 1.32-1.54]). People experiencing homelessness with minor injury (ISS, 1-8) had the greatest relative increase in adjusted LOS (IRR, 1.30 [95% CI, 1.25-1.35]) compared with people experiencing homelessness with severe injury (ISS ≥16; IRR, 1.14 [95% CI, 1.09-1.20]). Conclusions and Relevance The findings of this cohort study suggest that challenges in providing safe discharge to people experiencing homelessness after injury may lead to prolonged LOS. These findings underscore the need to reduce disparities in trauma outcomes and improve hospital resource use among people experiencing homelessness.
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Affiliation(s)
- Casey M. Silver
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Department of Surgery, Loyola University Medical Center, Maywood, Illinois
| | - Arielle C. Thomas
- American College of Surgeons, Chicago, Illinois
- Department of Surgery, Medical College of Wisconsin, Milwaukee
| | - Susheel Reddy
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Avery B. Nathens
- American College of Surgeons, Chicago, Illinois
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Nabil Issa
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Purvi P. Patel
- Department of Surgery, Loyola University Medical Center, Maywood, Illinois
| | | | - Hemal K. Kanzaria
- Department of Emergency Medicine, University of California, San Francisco
| | - Anne M. Stey
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Arevalo M, Pickering TA, Vernon SW, Fujimoto K, Peskin MF, Farias AJ. Racial/ethnic disparities in the association between patient care experiences and receipt of initial surgical breast cancer care: findings from SEER-CAHPS. Breast Cancer Res Treat 2024; 203:553-564. [PMID: 37906395 DOI: 10.1007/s10549-023-07148-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 09/27/2023] [Indexed: 11/02/2023]
Abstract
PURPOSE We determined whether racial/ethnic differences in patient experiences with care influence timeliness and type of initial surgical breast cancer treatment for a sample of female Medicare cancer patients. METHODS We conducted a retrospective cohort study using the linked Epidemiology and End Results-Consumer Assessment of Healthcare Providers and Systems (SEER-CAHPS) dataset. The outcomes were: (1) time-to-initial surgical treatment, and (2) type of treatment [breast conserving surgery (BCS) vs. mastectomy]. The indicators were reports of four types of patient experiences with care including doctor communication, getting care quickly, getting needed care, and getting needed Rx. Interaction terms in each multivariable logistic model examined if the associations varied by race/ethnicity. RESULTS Of the 2069 patients, 84.6% were White, 7.6% Black and 7.8% Hispanic. After adjusting for potential confounders, non-Hispanic Black patients who provided excellent reports of their ability to get needed prescriptions had lower odds of receiving surgery within 2-months of diagnosis, compared to NH-Whites who provided less than excellent reports (aOR: 0.29, 95% CI 0.09-0.98). There were no differences based on 1-month or 3-month thresholds. We found no other statistically significant effect of race/ethnicity. As to type of surgery, among NH Blacks, excellent reports of getting care quickly were associated with higher odds of receiving BCS versus mastectomy (aOR: 2.82, 95% CI 1.16-6.85) compared to NH Whites with less than excellent reports. We found no other statistically significant differences by race/ethnicity. CONCLUSION Experiences with care are measurable and modifiable factors that can be used to assess and improve aspects of patient-centered care. Improvements in patient care experiences of older adults with cancer, particularly among minorities, may help to eliminate racial/ethnic disparities in timeliness and type of surgical treatment.
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Affiliation(s)
- Mariana Arevalo
- Department of Health Promotion & Behavioral Sciences, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA.
- Health Outcomes & Behavior, Moffitt Cancer Center, 12902 USF Magnolia Drive, Tampa, FL, 33612, USA.
| | - Trevor A Pickering
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Sally W Vernon
- Department of Health Promotion & Behavioral Sciences, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA
| | - Kayo Fujimoto
- Department of Health Promotion & Behavioral Sciences, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA
| | - Melissa F Peskin
- Department of Health Promotion & Behavioral Sciences, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA
| | - Albert J Farias
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
- Gehr Family Center for Health System Science, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
- Cancer Control Research Program, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, USA
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10
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Zhao J, Bian S, Di X, Xiao C. A Nomogram and Risk Classification System Predicting the Prognosis of Patients with De Novo Metastatic Breast Cancer Undergoing Immediate Breast Reconstruction: A Surveillance, Epidemiology, and End Results Population-Based Study. Curr Oncol 2023; 31:115-131. [PMID: 38248093 PMCID: PMC10814717 DOI: 10.3390/curroncol31010008] [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] [Received: 10/16/2023] [Revised: 12/10/2023] [Accepted: 12/18/2023] [Indexed: 01/23/2024] Open
Abstract
Background The lifespan of patients diagnosed with de novo metastatic breast cancer (dnMBC) has been prolonged. Nonetheless, there remains substantial debate regarding immediate breast reconstruction (IBR) for this particular subgroup of patients. The aim of this study was to construct a nomogram predicting the breast cancer-specific survival (BCSS) of dnMBC patients who underwent IBR. Methods A total of 682 patients initially diagnosed with metastatic breast cancer (MBC) between 2010 and 2018 in the Surveillance, Epidemiology, and End Results (SEER) database were included in this study. All patients were randomly allocated into training and validation groups at a ratio of 7:3. Univariate Cox hazard regression, least absolute shrinkage and selection operator (LASSO), and best subset regression (BSR) were used for initial variable selection, followed by a backward stepwise multivariate Cox regression to identify prognostic factors and construct a nomogram. Following the validation of the nomogram with concordance indexes (C-index), receiver operating characteristic (ROC) curves, calibration curves, and decision curve analyses (DCAs), risk stratifications were established. Results Age, marital status, T stage, N stage, breast subtype, bone metastasis, brain metastasis, liver metastasis, lung metastasis, radiotherapy, and chemotherapy were independent prognostic factors for BCSS. The C-indexes were 0.707 [95% confidence interval (CI), 0.666-0.748] in the training group and 0.702 (95% CI, 0.639-0.765) in the validation group. In the training group, the AUCs for BCSS were 0.857 (95% CI, 0.770-0.943), 0.747 (95% CI, 0.689-0.804), and 0.700 (95% CI, 0.643-0.757) at 1 year, 3 years, and 5 years, respectively, while in the validation group, the AUCs were 0.840 (95% CI, 0.733-0.947), 0.763 (95% CI, 0.677-0.849), and 0.709 (95% CI, 0.623-0.795) for the same time points. The calibration curves for BCSS probability prediction demonstrated excellent consistency. The DCA curves exhibited strong discrimination power and yielded substantial net benefits. Conclusions The nomogram, constructed based on prognostic risk factors, has the ability to provide personalized predictions for BCSS in dnMBC patients undergoing IBR and serve as a valuable reference for clinical decision making.
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Affiliation(s)
- Jingjing Zhao
- Tianjin Fourth Central Hospital, The Fourth Central Hospital Affiliated to Nankai University, Tianjin 300140, China; (J.Z.); (S.B.)
| | - Shichang Bian
- Tianjin Fourth Central Hospital, The Fourth Central Hospital Affiliated to Nankai University, Tianjin 300140, China; (J.Z.); (S.B.)
| | - Xu Di
- Tianjin Fourth Central Hospital, The Fourth Central Hospital Affiliated to Nankai University, Tianjin 300140, China; (J.Z.); (S.B.)
| | - Chunhua Xiao
- The First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300060, China
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11
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Yu D, Brown J, David Strain W, Simmons D. Real-world evidence that among atrial fibrillation patients warfarin is associated with reduced nonelective admissions compared with those on DOACs. Clin Cardiol 2023; 46:1544-1553. [PMID: 37681472 PMCID: PMC10716333 DOI: 10.1002/clc.24146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/21/2023] [Accepted: 08/24/2023] [Indexed: 09/09/2023] Open
Abstract
BACKGROUND Randomized trials show inconsistent estimates on risks of direct-acting oral anticoagulants (DOACs) versus warfarin in bleeding and mortality for atrial fibrillation (AF) patients. Trials are confounded by additional DOAC adherence support, while warfarin has a low time in therapeutic range. Few real-world studies compared emergency hospitalization risk between DOAC and warfarin users in AF. This study aimed to determine emergency hospitalization risk for AF patients on DOACs or warfarin in real-world settings. METHODS A tapered-matched real-world cohort extracted data from 412 English general practices' primary care records linked with emergency department (ED) and hospitalization data from the ECLIPSE database. AF patients with new DOAC or warfarin prescriptions were included. The primary outcome was all-cause ED attendance; the secondary outcomes were ED re-attendance, nonelective hospitalization, and rehospitalization within 12 months. Weighted Cox regression estimated relative risk difference. RESULTS 39 201 DOAC patients were matched with 13 145 warfarin patients. DOAC patients had a 25% higher likelihood of attending ED (odds ratio 1.25; 95% confidence interval [CI] 1.01-1.55). DOAC use also associated with higher ED re-attendance, nonelective hospitalization, and rehospitalization within 12 months: 1.41 (95% CI 1.00-1.98), 1.26 (1.00-1.57), and 1.54 (1.01-2.34), respectively, with p-values < .05. CONCLUSIONS DOACs for AF thromboprophylaxis are associated with the increased risk of ED attendance, recurrent hospitalization, and numerical rise in ED re-attendance and first nonelective hospitalization compared to warfarin. However, these real-world data cannot establish if this difference results from medication adherence, lack of regular DOAC clinic monitoring, unmeasured confounders, or fundamental agent efficacy disparities.
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Affiliation(s)
- Dahai Yu
- Primary Care Centre Versus Arthritis, School of Medicine, Faculty of Medicine & Health Sciences, Keele UniversityKeeleUK
| | | | - W. David Strain
- Diabetes and Vascular Medicine Research Centre, Institute of Biomedical and Clinical Science and College of Medicine and Health, University of ExeterExeterUK
| | - David Simmons
- Macarthur Clinical School, School of MedicineWestern Sydney UniversitySydneyNew South WalesAustralia
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12
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Moneme AN, Wirtalla CJ, Roberts SE, Keele LJ, Kelz RR. Primary Care Physician Follow-Up and 30-Day Readmission After Emergency General Surgery Admissions. JAMA Surg 2023; 158:1293-1301. [PMID: 37755816 PMCID: PMC10534988 DOI: 10.1001/jamasurg.2023.4534] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 07/01/2023] [Indexed: 09/28/2023]
Abstract
Importance The benefit of primary care physician (PCP) follow-up as a potential means to reduce readmissions in hospitalized patients has been found in other medical conditions and among patients receiving high-risk surgery. However, little is known about the implications of PCP follow-up for patients with an emergency general surgery (EGS) condition. Objective To evaluate the association between PCP follow-up and 30-day readmission rates after hospital discharge for an EGS condition. Design, Setting, and Participants This cohort study used data from the Centers for Medicare & Medicaid Services Master Beneficiary Summary File, Inpatient, Carrier (Part B), and Durable Medical Equipment files for beneficiaries aged 66 years or older who were hospitalized with an EGS condition that was managed operatively or nonoperatively between September 1, 2016, and November 30, 2018. Eligible patients were enrolled in Medicare fee-for-service, admitted through the emergency department with a primary diagnosis of an EGS condition, and received a general surgery consultation during the admission. Data were analyzed between July 11, 2022, and June 5, 2023. Exposure Follow-up with a PCP within 30 days after hospital discharge for the index admission. Main Outcomes and Measures The primary outcome was readmission within 30 days after discharge for the index admission. An inverse probability weighted regression model was used to estimate the risk-adjusted association of PCP follow-up with 30-day readmission. The secondary outcome was readmission within 30 days after discharge stratified by treatment type (operative vs nonoperative treatment) during their index admission. Results The study included 345 360 Medicare beneficiaries (mean [SD] age, 74.4 [12.0] years; 187 804 females [54.4%]) hospitalized with an EGS condition. Of these, 156 820 patients (45.4%) had a follow-up PCP visit, 108 544 (31.4%) received operative treatment during their index admission, and 236 816 (68.6%) received nonoperative treatment. Overall, 58 253 of 332 874 patients (17.5%) were readmitted within 30 days after discharge for the index admission. After risk adjustment and propensity weighting, patients who had PCP follow-up had 67% lower odds of readmission (adjusted odds ratio [AOR], 0.33; 95% CI, 0.31-0.36) compared with patients without PCP follow-up. After stratifying by treatment type, patients who were treated operatively during their index admission and had subsequent PCP follow-up within 30 days after discharge had 79% reduced odds of readmission (AOR, 0.21; 95% CI, 0.18-0.25); a similar association was seen among patients who were treated nonoperatively (AOR, 0.36; 95% CI, 0.34-0.39). Infectious conditions, heart failure, acute kidney failure, and chronic kidney disease were among the most frequent diagnoses prompting readmission overall and among operative and nonoperative treatment groups. Conclusions and Relevance In this cohort study, follow-up with a PCP within 30 days after discharge for an EGS condition was associated with a significant reduction in the adjusted odds of 30-day readmission. This association was similar for patients who received operative care or nonoperative care during their index admission. In patients aged 66 years or older with an EGS condition, primary care coordination after discharge may be an important tool to reduce readmissions.
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Affiliation(s)
- Adora N. Moneme
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
| | - Christopher J. Wirtalla
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania
| | - Sanford E. Roberts
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania
| | - Luke J. Keele
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania
| | - Rachel R. Kelz
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
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13
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Kyalwazi B, Yau C, Campbell MJ, Yoshimatsu TF, Chien AJ, Wallace AM, Forero-Torres A, Pusztai L, Ellis ED, Albain KS, Blaes AH, Haley BB, Boughey JC, Elias AD, Clark AS, Isaacs CJ, Nanda R, Han HS, Yung RL, Tripathy D, Edmiston KK, Viscusi RK, Northfelt DW, Khan QJ, Asare SM, Wilson A, Hirst GL, Lu R, Symmans WF, Yee D, DeMichele AM, van ’t Veer LJ, Esserman LJ, Olopade OI. Race, Gene Expression Signatures, and Clinical Outcomes of Patients With High-Risk Early Breast Cancer. JAMA Netw Open 2023; 6:e2349646. [PMID: 38153734 PMCID: PMC10755617 DOI: 10.1001/jamanetworkopen.2023.49646] [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: 08/01/2023] [Accepted: 10/26/2023] [Indexed: 12/29/2023] Open
Abstract
Importance There has been little consideration of genomic risk of recurrence by breast cancer subtype despite evidence of racial disparities in breast cancer outcomes. Objective To evaluate associations between clinical trial end points, namely pathologic complete response (pCR) and distant recurrence-free survival (DRFS), and race and examine whether gene expression signatures are associated with outcomes by race. Design, Setting, and Participants This retrospective cohort study used data from the Investigation of Serial Studies to Predict Your Therapeutic Response With Imaging and Molecular Analysis 2 (I-SPY 2) multicenter clinical trial of neoadjuvant chemotherapy with novel agents and combinations for patients with previously untreated stage II/III breast cancer. Analyses were conducted of associations between race and short- and long-term outcomes, overall and by receptor subtypes, and their association with 28 expression biomarkers. The trial enrolled 990 female patients between March 30, 2010, and November 5, 2016, with a primary tumor size of 2.5 cm or greater and clinical or molecular high risk based on MammaPrint or hormone receptor (HR)-negative/ERBB2 (formerly HER2 or HER2/neu)-positive subtyping across 9 arms. This data analysis was performed between June 10, 2021, and October 20, 2022. Exposure Race, tumor receptor subtypes, and genomic biomarker expression of early breast cancer. Main Outcomes and Measures The primary outcomes were pCR and DRFS assessed by race, overall, and by tumor subtype using logistic regression and Cox proportional hazards regression models. The interaction between 28 expression biomarkers and race, considering pCR and DRFS overall and within subtypes, was also evaluated. Results The analytic sample included 974 participants (excluding 16 self-reporting as American Indian or Alaska Native, Native Hawaiian or Other Pacific Islander, or multiple races due to small sample sizes), including 68 Asian (7%), 120 Black (12%), and 786 White (81%) patients. Median (range) age at diagnosis was 47 (25-71) years for Asian, 49 (25-77) for Black, and 49 (23-73) years for White patients. The pCR rates were 32% (n = 22) for Asian, 30% for Black (n = 36), and 32% for White (n = 255) patients (P = .87). Black patients with HR-positive/ERBB2-negative tumors not achieving pCR had significantly worse DRFS than their White counterparts (hazard ratio, 2.28; 95% CI, 1.24-4.21; P = .01), with 5-year DRFS rates of 55% (n = 32) and 77% (n = 247), respectively. Black patients with HR-positive/ERBB2-negative tumors, compared with White patients, had higher expression of an interferon signature (mean [SD], 0.39 [0.87] and -0.10 [0.99]; P = .007) and, compared with Asian patients, had a higher mitotic score (mean [SD], 0.07 [1.08] and -0.69 [1.06]; P = .01) and lower estrogen receptor/progesterone receptor signature (mean [SD], 0.31 [0.90] and 1.08 [0.95]; P = .008). A transforming growth factor β signature had a significant association with race relative to pCR and DRFS, with a higher signature associated with lower pCR and worse DRFS outcomes among Black patients only. Conclusions and Relevance The findings show that women with early high-risk breast cancer who achieve pCR have similarly good outcomes regardless of race, but Black women with HR-positive/ERBB2-negative tumors without pCR may have worse DRFS than White women, highlighting the need to develop and test novel biomarker-informed therapies in diverse populations.
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Affiliation(s)
- Beverly Kyalwazi
- Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Christina Yau
- Department of Surgery, University of California, San Francisco
| | | | - Toshio F. Yoshimatsu
- Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois
- Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois
| | - A. Jo Chien
- Department of Hematology Oncology and Surgery, University of California, San Francisco Helen Diller Comprehensive Cancer Center, San Francisco
| | - Anne M. Wallace
- Division of Breast Surgery and the Comprehensive Breast Health Center, University of California San Diego, La Jolla
| | | | - Lajos Pusztai
- Department of Medical Oncology, Yale School of Medicine, Yale University, New Haven, Connecticut
| | | | - Kathy S. Albain
- Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis
| | - Anne H. Blaes
- Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis
| | - Barbara B. Haley
- Division of Hematology-Oncology, University of Texas Southwestern Medical Center, Dallas
| | | | | | - Amy S. Clark
- Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | | | - Rita Nanda
- Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois
| | - Hyo S. Han
- Department of Breast Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Rachel L. Yung
- Department of Medicine, School of Medicine, University of Washington, Seattle
| | - Debasish Tripathy
- Division of Cancer Medicine, Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | | | - Rebecca K. Viscusi
- Department of Surgery, University of Arizona College of Medicine, Tucson
| | | | - Qamar J. Khan
- Division of Medical Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City
| | - Smita M. Asare
- Quantum Leap Healthcare Collaborative, San Francisco, California
| | - Amy Wilson
- Quantum Leap Healthcare Collaborative, San Francisco, California
| | | | - Ruixiao Lu
- Quantum Leap Healthcare Collaborative, San Francisco, California
| | - William Fraser Symmans
- Division of Pathology and Laboratory Medicine, Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston
| | - Douglas Yee
- Division of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis
| | - Angela M. DeMichele
- Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Laura J. van ’t Veer
- Department of Laboratory Medicine, University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco
| | | | - Olufunmilayo I. Olopade
- Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois
- Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois
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14
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Herbach EL, Nash SH, Lizarraga IM, Carnahan RM, Wang K, Ogilvie AC, Curran M, Charlton ME. Patterns of Evidence-Based Care for the Diagnosis, Staging, and First-line Treatment of Breast Cancer by Race-Ethnicity: A SEER-Medicare Study. Cancer Epidemiol Biomarkers Prev 2023; 32:1312-1322. [PMID: 37436422 PMCID: PMC10592343 DOI: 10.1158/1055-9965.epi-23-0218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 05/18/2023] [Accepted: 07/10/2023] [Indexed: 07/13/2023] Open
Abstract
BACKGROUND Racial and ethnic disparities in guideline-recommended breast cancer treatment are well documented, however studies including diagnostic and staging procedures necessary to determine treatment indications are lacking. The purpose of this study was to characterize patterns in delivery of evidence-based services for the diagnosis, clinical workup, and first-line treatment of breast cancer by race-ethnicity. METHODS SEER-Medicare data were used to identify women diagnosed with invasive breast cancer between 2000 and 2017 at age 66 or older (n = 2,15,605). Evidence-based services included diagnostic procedures (diagnostic mammography and breast biopsy), clinical workup (stage and grade determination, lymph node biopsy, and HR and HER2 status determination), and treatment initiation (surgery, radiation, chemotherapy, hormone therapy, and HER2-targeted therapy). Poisson regression was used to estimate rate ratios (RR) and 95% confidence intervals (CI) for each service. RESULTS Black and American Indian/Alaska Native (AIAN) women had significantly lower rates of evidence-based care across the continuum from diagnostics through first-line treatment compared to non-Hispanic White (NHW) women. AIAN women had the lowest rates of HER2-targeted therapy and hormone therapy initiation. While Black women also had lower initiation of HER2-targeted therapy than NHW, differences in hormone therapy were not observed. CONCLUSIONS Our findings suggest patterns along the continuum of care from diagnostic procedures to treatment initiation may differ across race-ethnicity groups. IMPACT Efforts to improve delivery of guideline-concordant treatment and mitigate racial-ethnic disparities in healthcare and survival should include procedures performed as part of the diagnosis, clinical workup, and staging processes.
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Affiliation(s)
- Emma L Herbach
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida
| | - Sarah H Nash
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa
| | - Ingrid M Lizarraga
- Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, Iowa
| | - Ryan M Carnahan
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa
| | - Kai Wang
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, Iowa
| | - Amy C Ogilvie
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa
| | - Michaela Curran
- Department of Community and Behavioral Health, College of Public Health, University of Iowa, Iowa City, Iowa
| | - Mary E Charlton
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa
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15
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Lim DW, Li WW, Giannakeas V, Cil TD, Narod SA. Survival of Filipino women with breast cancer in the United States. Cancer Med 2023; 12:19921-19934. [PMID: 37755311 PMCID: PMC10587940 DOI: 10.1002/cam4.6403] [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: 12/03/2022] [Revised: 07/18/2023] [Accepted: 07/23/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND The survival of women with early-stage breast cancer varies by racial group. Filipino women with breast cancer are an understudied group and are often combined with other Asian groups. We compared clinical presentations and survival rates for Filipino and White women with breast cancer diagnosed in the United States. METHODS We conducted a retrospective cohort study of women with breast cancer diagnosed between 2004 and 2015 in the SEER18 registries database. We compared crude survival between Filipino and White women. We then calculated adjusted hazard ratios (HR) in a propensity-matched design using the Cox proportional hazards model. RESULTS There were 10,834 Filipino (2.5%) and 414,618 White women (97.5%) with Stage I-IV breast cancer in the SEER database. The mean age at diagnosis was 57.5 years for Filipino women and 60.8 years for White women (p < 0.0001). Filipino women had more high-grade and larger tumors than White women and were more likely to have node-positive disease. Among women with Stage I-IIIC breast cancer, the crude 10-year breast cancer-specific survival rate was 91.0% for Filipino and 88.9% for White women (HR 0.81, 95% CI 0.74-0.88, p < 0.01). In a propensity-matched analysis, the HR was 0.73 (95% CI 0.66-0.81). The survival advantage for Filipino women was present in subgroups defined by age of diagnosis, nodal status, estrogen receptor status, and HER2 receptor status. CONCLUSION In the United States, Filipino women often present with more advanced breast cancers than White women, but experience better breast cancer-specific survival.
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Affiliation(s)
- David W. Lim
- Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
- Women's College Research Institute, Women's College HospitalTorontoOntarioCanada
- Department of SurgeryWomen's College HospitalTorontoOntarioCanada
- Division of General Surgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
| | - Winston W. Li
- Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
| | - Vasily Giannakeas
- Women's College Research Institute, Women's College HospitalTorontoOntarioCanada
- Dalla Lana School of Public HealthUniversity of TorontoTorontoOntarioCanada
| | - Tulin D. Cil
- Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
- Department of SurgeryWomen's College HospitalTorontoOntarioCanada
- Division of General Surgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
- Division of General SurgeryUniversity Health Network (Princess Margaret Cancer Centre)TorontoOntarioCanada
| | - Steven A. Narod
- Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
- Women's College Research Institute, Women's College HospitalTorontoOntarioCanada
- Dalla Lana School of Public HealthUniversity of TorontoTorontoOntarioCanada
- Institute of Medical Science, University of TorontoTorontoOntarioCanada
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16
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Busen K, Sanderson M, Banks AD, Wallace H, Nechuta S. Patterns of Physical Activity and the Role of Obesity and Comorbidities Among Long-term African American Breast Cancer Survivors. J Racial Ethn Health Disparities 2023; 10:2261-2272. [PMID: 36071314 PMCID: PMC10170401 DOI: 10.1007/s40615-022-01405-4] [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: 05/07/2022] [Revised: 08/11/2022] [Accepted: 08/30/2022] [Indexed: 10/14/2022]
Abstract
PURPOSE Physical activity (PA) has many health benefits for cancer survivors, but little research has examined patterns and correlates in African American women, who have a higher burden of comorbidities and obesity. We examined PA types and patterns overall and by obesity and comorbidities among long-term (> 5 years) breast cancer survivors. METHODS This cross-sectional study included 323 women who were previous participants of a case-only study in three southeastern states. Women completed a survivorship-focused questionnaire using validated measures to collect data on cancer treatment, PA (recreational, household, transportation) and other lifestyle factors, and comorbidities. Logistic regression models estimated adjusted ORs and 95% CIs for total PA (all three types, categorized as tertiles) and meeting PA guidelines (> 150 min/week of exercise). RESULTS The mean age of women was 59.1 years (range 27.9-79.5). The most frequent PA types (≥ 1/month) included routine household cleaning (92.9%), shopping (94.7%), walking slowly (42.1%), and walking briskly (40.6%). Less than 40% met PA guidelines. Women with more total comorbidities, arthritis, and obesity had lower levels of total PA (minutes/week) and/or recreational PA. In adjusted models, BMI ≥ 35 kg/m2 was associated with reduced odds of total PA (OR = 0.33, 95% CI 0.12-0.88, highest tertile). Arthritis was associated with reduced odds of meeting PA guidelines (OR = 0.61, 95% CI 36-1.05). CONCLUSIONS Close to 60% of African American breast cancer survivors did not meet PA guidelines based on recreational PA participation. Household PA was an important source of PA. Comorbidities and obesity were associated with both reduced total PA and not meeting PA guidelines.
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Affiliation(s)
- Katherine Busen
- Department of Public Health, College of Health Professions, Grand Valley State University, 500 Lafayette Street, Grand Rapids, MI, 49503, USA
| | - Maureen Sanderson
- School of Medicine, Meharry Medical College, 1005 Dr. DB Todd Jr. Blvd, Nashville, TN, 37208, USA
| | - Allison D Banks
- School of Medicine, Meharry Medical College, 1005 Dr. DB Todd Jr. Blvd, Nashville, TN, 37208, USA
| | - Heather Wallace
- Department of Public Health, College of Health Professions, Grand Valley State University, 500 Lafayette Street, Grand Rapids, MI, 49503, USA
| | - Sarah Nechuta
- Department of Public Health, College of Health Professions, Grand Valley State University, 500 Lafayette Street, Grand Rapids, MI, 49503, USA.
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17
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Roberts SE, Rosen CB, Keele LJ, Kaufman EJ, Wirtalla CJ, Finn CB, Moneme AN, Bewtra M, Kelz RR. Association of Established Primary Care Use With Postoperative Mortality Following Emergency General Surgery Procedures. JAMA Surg 2023; 158:1023-1030. [PMID: 37466980 PMCID: PMC10357361 DOI: 10.1001/jamasurg.2023.2742] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 04/06/2023] [Indexed: 07/20/2023]
Abstract
Importance Sixty-five million individuals in the US live in primary care shortage areas with nearly one-third of Medicare patients in need of a primary care health care professional. Periodic health examinations and preventive care visits have demonstrated a benefit for surgical patients; however, the impact of primary care health care professional shortages on adverse outcomes from surgery is largely unknown. Objective To determine if preoperative primary care utilization is associated with postoperative mortality following an emergency general surgery (EGS) operation among Black and White older adults. Design, Setting, and Participants This was a retrospective cohort study that took place at US hospitals with an emergency department. Participants were Medicare patients aged 66 years or older who were admitted from the emergency department for an EGS condition between July 1, 2015, and June 30, 2018, and underwent an operation on hospital day 0, 1, or 2. The analysis was performed during December 2022. Patients were classified into 1 of 5 EGS condition categories based on principal diagnosis codes; colorectal, general abdominal, hepatopancreatobiliary, intestinal obstruction, or upper gastrointestinal. Mixed-effects multivariable logistic regression was used in the risk-adjusted models. An interaction term model was used to measure effect modification by race. Exposure Primary care utilization in the year prior to presentation for an EGS operation. Main Outcome and Measures In-hospital, 30-day, 60-day, 90-day, and 180-day mortality. Results A total of 102 384 patients (mean age, 73.8 [SD, 11.5] years) were included in the study. Of those, 8559 were Black (8.4%) and 93 825 were White (91.6%). A total of 88 340 patients (86.3%) had seen a primary care physician in the year prior to their index hospitalization. After risk adjustment, patients with primary care exposure had 19% lower odds of in-hospital mortality than patients without primary care exposure (odds ratio [OR], 0.81; 95% CI, 0.72-0.92). At 30 days patients with primary care exposure had 27% lower odds of mortality (OR, 0.73; 95% CI, 0.67-0.80). This remained relatively stable at 60 days (OR, 0.75; 95% CI, 0.69-0.81), 90 days (OR, 0.74; 95% CI, 0.69-0.81), and 180 days (OR, 0.75; 95% CI, 0.70-0.81). None of the interactions between race and primary care physician exposure for mortality at any time interval were significantly different. Conclusions and Relevance In this observational study of Black and White Medicare patients, primary care utilization had no impact on in-hospital mortality for Black patients, but was associated with decreased mortality for White patients. Primary care utilization was associated with decreased mortality for both Black and White patients at 30, 60, 90 and 180 days.
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Affiliation(s)
- Sanford E. Roberts
- Center for Surgery and Health Economics, Department of Surgery, University of Pennsylvania, Philadelphia
| | - Claire B. Rosen
- Center for Surgery and Health Economics, Department of Surgery, University of Pennsylvania, Philadelphia
| | - Luke J. Keele
- Center for Surgery and Health Economics, Department of Surgery, University of Pennsylvania, Philadelphia
| | - Elinore J. Kaufman
- Center for Surgery and Health Economics, Department of Surgery, University of Pennsylvania, Philadelphia
| | - Christopher J. Wirtalla
- Center for Surgery and Health Economics, Department of Surgery, University of Pennsylvania, Philadelphia
| | - Caitlin B. Finn
- Center for Surgery and Health Economics, Department of Surgery, University of Pennsylvania, Philadelphia
| | - Adora N. Moneme
- Center for Surgery and Health Economics, Department of Surgery, University of Pennsylvania, Philadelphia
| | - Meenakshi Bewtra
- Division of Gastroenterology, University of Pennsylvania, Philadelphia
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia
- Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia
| | - Rachel R. Kelz
- Leonard David Institute of Health Economics, University of Pennsylvania, Philadelphia
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18
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Yu R. How well can fine balance work for covariate balancing. Biometrics 2023; 79:2346-2356. [PMID: 36222330 DOI: 10.1111/biom.13771] [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] [Received: 03/09/2022] [Accepted: 10/03/2022] [Indexed: 12/01/2022]
Abstract
Fine balance is a matching technique to improve covariate balance in observational studies. It constrains a match to have identical distributions for some covariates without restricting who is matched to whom. However, despite its wide application and excellent performance in practice, there is very little theory indicating when the method is likely to succeed or fail and to what extent it can remove covariate imbalance. In order to answer these questions, this paper studies the limits of what is possible for covariate balancing using fine balance and near-fine balance. The investigations suggest that given the distributions of the treated and control groups, in large samples, the maximum achievable balance by using fine balance only depends on the matching ratio (ie, the ratio of the sample size of the control group to that of the treated group). In addition, the results indicate how to estimate this matching ratio threshold without knowledge of the true distributions in finite samples. The findings are also illustrated by numerical studies in this paper.
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Affiliation(s)
- Ruoqi Yu
- Department of Statistics, University of California, Davis, California, USA
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19
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Dash C, Mills MG, Jones TD, Nwabukwu IA, Beale JY, Hamilton RN, Hurtado-de-Mendoza A, O’Neill SC. Design and pilot implementation of the Achieving Cancer Equity through Identification, Testing, and Screening (ACE-ITS) program in an urban underresourced population. Cancer 2023; 129:3141-3151. [PMID: 37691526 PMCID: PMC10502953 DOI: 10.1002/cncr.34691] [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: 08/05/2022] [Revised: 01/05/2023] [Accepted: 01/06/2023] [Indexed: 09/12/2023]
Abstract
INTRODUCTION The Achieving Cancer Equity through Identification, Testing, and Screening (ACE-ITS) program is a community-engaged framework to improve mammography maintenance and rates of genetic risk assessment, counseling, and testing using a multilevel approach that enhances patient navigation through mobile health and community education. METHODS The ACE-ITS program is based on the National Institute of Minority Health and Health Disparities research framework focused on the individual (genetic testing, screening navigation) and community (community-based breast health education) levels and targeted to the biological- (genetic risk), behavioral- (mammography screening), sociocultural- (underserved Black and Hispanic women), and the health care system (patient navigation, automated text messages)-related domains. We further integrate the Practical Robust Implementation and Sustainability Model to describe our program implementation. RESULTS In collaboration with genetic counselors and community partners, we created educational modules on mammography maintenance and genetic counseling/testing that have been incorporated into the navigator-led community education sessions. We also implemented a universal genetic risk assessment tool and automated text message reminders for repeat mammograms into our mammography navigation workflow. Through the ACE-ITS program implementation, we have collaboratively conducted 22 educational sessions and navigated 585 women to mammography screening over the 2020-2021 calendar years. From January to December 2021, we have also conducted genetic risk assessment on 292 women, of whom 7 have received genetic counseling/testing. CONCLUSIONS We describe a multilevel, community-engaged quality improvement program designed to reduce screening-related disparities in Black and Hispanic women in our catchment area.
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Affiliation(s)
- Chiranjeev Dash
- Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia
| | - Mary G. Mills
- Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia
| | - Thelma D. Jones
- Thelma D. Jones Breast Cancer Fund, Washington, District of Columbia
| | - Ify A. Nwabukwu
- African Women’s Cancer Awareness Association, Greenbelt, Maryland
| | - Jacqueline Y. Beale
- Cancer to Jasmine and Butterflies Consulting, Glenn Dale, Maryland
- American Cancer Society, Cancer Action Network, Washington, District of Columbia
| | - Rhonda N. Hamilton
- Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia
| | - Alejandra Hurtado-de-Mendoza
- Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia
| | - Suzanne C. O’Neill
- Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia
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20
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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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21
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Liu W, Xiong J, Wang H, Li S, Lei Z, Jiang L, Cao J, Yang L, Guo H, Gao Q, Wang S, Zhang B. Racial disparities in conditional survival of patients with bladder cancer: a population-based study. BMC Urol 2023; 23:122. [PMID: 37464352 DOI: 10.1186/s12894-023-01293-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 07/06/2023] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND Traditional estimates can only provide static predictions of cancer outcomes and cannot assess the evolving effect of race on patient survival. This study aims to reveal the dynamic survival of patients with bladder cancer and to explore the evolving effect of race on patient prognosis. METHODS Using data from the Surveillance, Epidemiology, and End Results (SEER) registry, 99,590 white, 6,036 African American, and 4,685 Asian/Pacific Islander (API) patients with bladder cancer were identified. Conditional cancer-specific survival (CSS) rates, which could reflect the dynamic survival prediction of cancer patients, represented the primary outcomes, and were estimated by the Kaplan-Meier algorithm. The evolving effect of race on patient survival was evaluated by multivariable Cox regression in combination with conditional survival (CS) estimates. RESULTS The 5-year CSS for African American patients who had survived 1, 2, 3, 4, or 5 years after definitive therapy improved from the baseline calculation by + 5.8 (84.4%), + 9.5 (87.4%), + 12.8 (90.0%), + 14.4 (91.3%), and + 14.7% (91.5%), respectively. The increasing trend also held for overall white and API patients, and for all patient subsets when CS was calculated according to different levels of sex, age, and disease stage. African Americans, despite having the worst survival at baseline, could have CSS comparable to their white and API counterparts after 4 years of survivorship. In addition, the risk of death for African Americans tended to decrease with increasing survival, and the risk was no longer significantly different from that of whites after 4 years of survival. CONCLUSIONS While having the worst initial predicted outcomes, African Americans may eventually achieve comparable survival to white and API patients given several years of survivorship. As patient survival increases, African American race may lose its role as an indicator of poorer prognosis.
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Affiliation(s)
- Wei Liu
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Jie Xiong
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Honghao Wang
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Shuo Li
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Zhentao Lei
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Lili Jiang
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Jin Cao
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Lin Yang
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Hongfeng Guo
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Qiang Gao
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Shenghan Wang
- Department of Urology, Aerospace Center Hospital, Beijing, China
- Peking University Aerospace School of Clinical Medicine, Beijing, China
| | - Bao Zhang
- Department of Urology, Aerospace Center Hospital, Beijing, China.
- Peking University Aerospace School of Clinical Medicine, Beijing, China.
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22
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Abubakar S, More S, Tag N, Olabinjo A, Isah A, Lawal I. Differences in Tumour Aggressiveness Based on Molecular Subtype and Race Measured by [ 18F]FDG PET Metabolic Metrics in Patients with Invasive Carcinoma of the Breast. Diagnostics (Basel) 2023; 13:2059. [PMID: 37370954 PMCID: PMC10297178 DOI: 10.3390/diagnostics13122059] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 06/09/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023] Open
Abstract
Breast cancer in women of African descent tends to be more aggressive with poorer prognosis. This is irrespective of the molecular subtype. [18F]FDG PET/CT metrics correlate with breast cancer aggressiveness based on molecular subtype. This study investigated the differences in [18F]FDG PET/CT metrics of locally advanced invasive ductal carcinoma (IDC) among different racial groups and molecular subtypes. Qualitative and semiquantitative readings of [18F]FDG PET/CT acquired in women with locally advanced IDC were performed. Biodata including self-identified racial grouping and histopathological data of the primary breast cancer were retrieved. Statistical analysis for differences in SUVmax, MTV and TLG of the primary tumour and the presence of regional and distant metastases was conducted based on molecular subtype and race. The primary tumour SUVmax, MTV, TLG and the prevalence of distant metastases were significantly higher in Black patients compared with other races (p < 0.05). The primary tumour SUVmax and presence of distant metastases in the luminal subtype and the primary tumour SUVmax and TLG in the basal subtype were significantly higher in Black patients compared with other races (p < 0.05). The significantly higher PET parameters in Black patients with IDC in general and in those with luminal and basal carcinoma subtypes suggest a more aggressive disease phenotype in this race.
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Affiliation(s)
- Sofiullah Abubakar
- Department of Radiology and Nuclear Medicine, Sultan Qaboos Comprehensive Cancer Care and Research Center, Al-Khoud, Muscat 123, Oman
| | - Stuart More
- Department of Nuclear Medicine, Groote Schuur Hospital, University of Cape Town, Cape Town 7935, South Africa
| | - Naima Tag
- Department of Radiology and Nuclear Medicine, Sultan Qaboos University Hospital, Al-Khoud, Muscat 123, Oman
| | - Afusat Olabinjo
- Department of Obstetrics and Gynecology, Armed Forces Hospital, Al-Khoud, Muscat 123, Oman
| | - Ahmed Isah
- Department of Nuclear Medicine, National Hospital, Abuja 90001, Nigeria
| | - Ismaheel Lawal
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA 30322, USA;
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23
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Lasater KB, Rosenbaum PR, Aiken LH, Brooks-Carthon JM, Kelz RR, Reiter JG, Silber JH, McHugh MD. Explaining racial disparities in surgical survival: a tapered match analysis of patient and hospital factors. BMJ Open 2023; 13:e066813. [PMID: 37169502 PMCID: PMC10186454 DOI: 10.1136/bmjopen-2022-066813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 04/26/2023] [Indexed: 05/13/2023] Open
Abstract
OBJECTIVES Evaluate whether hospital factors, including nurse resources, explain racial differences in Medicare black and white patient surgical outcomes and whether disparities changed over time. DESIGN Retrospective tapered-match. SETTING 571 hospitals at two time points (Early Era 2003-2005; Recent Era 2013-2015). PARTICIPANTS 6752 black patients and three sets of 6752 white controls selected from 107 001 potential controls (Early Era). 4964 black patients and three sets of 4964 white controls selected from 74 108 potential controls (Recent Era). INTERVENTIONS Black patients were matched to white controls on demographics (age, sex, state and year of procedure), procedure (demographics variables plus 136 International Classification of Diseases (ICD)-9 principal procedure codes) and presentation (demographics and procedure variables plus 34 comorbidities, a mortality risk score, a propensity score for being black, emergency admission, transfer status, predicted procedure time). OUTCOMES 30-day and 1-year mortality. RESULTS Before matching, black patients had more comorbidities, higher risk of mortality despite being younger and underwent procedures at different percentages than white patients. Whites in the demographics match had lower mortality at 30 days (5.6% vs 6.7% Early Era; 5.4% vs 5.7% Recent Era) and 1-year (15.5% vs 21.5% Early Era; 12.3% vs 15.9% Recent Era). Black-white 1-year mortality differences were equivalent after matching patients with respect to presentation, procedure and demographic factors. Black-white 30-day mortality differences were equivalent after matching on procedure and demographic factors. Racial disparities in outcomes remained unchanged between the two time periods spanning 10 years. All patients in hospitals with better nurse resources had lower odds of 30-day (OR 0.60, 95% CI 0.46 to 0.78, p<0.010) and 1-year mortality (OR 0.77, 95% CI 0.65 to 0.92, p<0.010) even after accounting for other hospital factors. CONCLUSIONS Survival disparities among black and white patients are largely explained by differences in demographic, procedure and presentation factors. Better nurse resources (eg, staffing, work environment) were associated with lower mortality for all patients.
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Affiliation(s)
- Karen B Lasater
- Center for Health Outcomes and Policy Research, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Paul R Rosenbaum
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Linda H Aiken
- Center for Health Outcomes and Policy Research, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - J Margo Brooks-Carthon
- Center for Health Outcomes and Policy Research, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rachel R Kelz
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Joseph G Reiter
- Center for Outcomes Research, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Jeffrey H Silber
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Outcomes Research, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Matthew D McHugh
- Center for Health Outcomes and Policy Research, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Chesley CF, Chowdhury M, Small DS, Schaubel D, Liu VX, Lane-Fall MB, Halpern SD, Anesi GL. Racial Disparities in Length of Stay Among Severely Ill Patients Presenting With Sepsis and Acute Respiratory Failure. JAMA Netw Open 2023; 6:e239739. [PMID: 37155170 PMCID: PMC10167564 DOI: 10.1001/jamanetworkopen.2023.9739] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 03/07/2023] [Indexed: 05/10/2023] Open
Abstract
Importance Although racial and ethnic minority patients with sepsis and acute respiratory failure (ARF) experience worse outcomes, how patient presentation characteristics, processes of care, and hospital resource delivery are associated with outcomes is not well understood. Objective To measure disparities in hospital length of stay (LOS) among patients at high risk of adverse outcomes who present with sepsis and/or ARF and do not immediately require life support and to quantify associations with patient- and hospital-level factors. Design, Setting, and Participants This matched retrospective cohort study used electronic health record data from 27 acute care teaching and community hospitals across the Philadelphia metropolitan and northern California areas between January 1, 2013, and December 31, 2018. Matching analyses were performed between June 1 and July 31, 2022. The study included 102 362 adult patients who met clinical criteria for sepsis (n = 84 685) or ARF (n = 42 008) with a high risk of death at the time of presentation to the emergency department but without an immediate requirement for invasive life support. Exposures Racial or ethnic minority self-identification. Main Outcomes and Measures Hospital LOS, defined as the time from hospital admission to the time of discharge or inpatient death. Matches were stratified by racial and ethnic minority patient identity, comparing Asian and Pacific Islander patients, Black patients, Hispanic patients, and multiracial patients with White patients in stratified analyses. Results Among 102 362 patients, the median (IQR) age was 76 (65-85) years; 51.5% were male. A total of 10.2% of patients self-identified as Asian American or Pacific Islander, 13.7% as Black, 9.7% as Hispanic, 60.7% as White, and 5.7% as multiracial. After matching racial and ethnic minority patients to White patients on clinical presentation characteristics, hospital capacity strain, initial intensive care unit admission, and the occurrence of inpatient death, Black patients experienced longer LOS relative to White patients in fully adjusted matches (sepsis: 1.26 [95% CI, 0.68-1.84] days; ARF: 0.97 [95% CI, 0.05-1.89] days). Length of stay was shorter among Asian American and Pacific Islander patients with ARF (-0.61 [95% CI, -0.88 to -0.34] days) and Hispanic patients with sepsis (-0.22 [95% CI, -0.39 to -0.05] days) or ARF (-0.47 [-0.73 to -0.20] days). Conclusions and Relevance In this cohort study, Black patients with severe illness who presented with sepsis and/or ARF experienced longer LOS than White patients. Hispanic patients with sepsis and Asian American and Pacific Islander and Hispanic patients with ARF both experienced shorter LOS. Because matched differences were independent of commonly implicated clinical presentation-related factors associated with disparities, identification of additional mechanisms that underlie these disparities is warranted.
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Affiliation(s)
- Christopher F. Chesley
- Division of Pulmonary, Allergy, and Critical Care, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Palliative and Advanced Illness Research Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
| | - Marzana Chowdhury
- Palliative and Advanced Illness Research Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Dylan S. Small
- Palliative and Advanced Illness Research Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Wharton Department of Statistics and Data Science, University of Pennsylvania, Philadelphia
| | - Douglas Schaubel
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Vincent X. Liu
- Division of Research, Kaiser Permanente, Oakland, California
| | - Meghan B. Lane-Fall
- Palliative and Advanced Illness Research Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Scott D. Halpern
- Division of Pulmonary, Allergy, and Critical Care, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Palliative and Advanced Illness Research Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - George L. Anesi
- Division of Pulmonary, Allergy, and Critical Care, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Palliative and Advanced Illness Research Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
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25
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Feliciano-Rivera YZ, Net J, Sanchez P, Wahab RA, Mehta T, Yepes MM. Culturally Competent Care in the Breast Imaging Clinic: Hispanic/Latino Patients. JOURNAL OF BREAST IMAGING 2023; 5:188-194. [PMID: 38416924 DOI: 10.1093/jbi/wbac074] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Indexed: 03/01/2024]
Abstract
Hispanic/Latino people represent 19% of the U.S. population, and this proportion is expected to increase to 26% by 2050. Hispanic/Latino people comprise a diverse ethnic group that includes individuals from all races, religions, languages, cultural identities, and nationalities. Barriers to health care that have created significant disparities in this community include language, low socioeconomic status, and inability to afford health insurance. Health coverage for Hispanic/Latino people has been a longstanding problem in the U.S., stopping many of these patients from seeking preventive care such as screening mammography. Breast cancer is the most common cancer among Hispanic/Latino women in the U.S. and the leading cause of cancer death in this group. Five-year breast cancer survival in Hispanic/Latino women is slightly lower than that in non-Hispanic White women. Some of the factors that account for the ethnic disparities in breast cancer include lower levels of adherence to screening mammography of Hispanic/Latino women as a consequence of inadequate insurance coverage, language barriers, lack of transportation, being unable to leave work, and lack of childcare. By promoting a culturally sensitive clinical environment, breast radiologists can increase patient engagement, utilization of preventive services, treatment adherence rates, and overall health status.
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Affiliation(s)
| | - Jose Net
- University of Miami Miller School of Medicine, Department of Radiology, Miami, FL, USA
| | - Priscila Sanchez
- University of Miami Miller School of Medicine, Department of Radiology, Miami, FL, USA
| | - Rifat A Wahab
- University of Cincinnati Academic Health Center, Department of Radiology, Cincinnati, OH, USA
| | - Tejas Mehta
- UMass Memorial Medical Center-University Campus, Department of Radiology, Worcester, MA, USA
| | - Monica M Yepes
- University of Miami Miller School of Medicine, Department of Radiology, Miami, FL, USA
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Lower breast cancer survival among Black women in Brazil: a population-based retrospective study. Public Health 2023; 217:190-195. [PMID: 36907028 DOI: 10.1016/j.puhe.2023.02.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 01/29/2023] [Accepted: 02/02/2023] [Indexed: 03/12/2023]
Abstract
OBJECTIVES To analyze the rates of breast cancer survival among Black and White women according to age and stage at diagnosis. STUDY DESIGN A retrospective cohort study. METHODS The study examined women registered in the population-based cancer registry of Campinas in 2010-2014. The primary variable was the declared race (White or Black). Other races were excluded. Data were linked with the Mortality Information System, and missing information was accessed by active search. Overall survival (OS) was calculated by the Kaplan-Meier method, comparisons were done by chi-squared tests, and hazard ratios were examined by Cox regression. RESULTS The total numbers of new cases of staged breast cancer among Black and White women were 218 and 1522 cases, respectively. The rates of stages III/IV were 35.5% among White women and 43.1% among Black women (P = 0.024). The frequencies among White and Black women under 40 years old were 8.0% and 12.4% (P = 0.031), 19.6% and 26.6% (P = 0.016) for ages of 40-49 years, and 23.8% and 17.4% (P = 0.037) for ages of 60-69 years, respectively. The mean OS was 7.5 years (7.0; 8.0) among Black women and 8.4 years (8.2; 8.5) among White women. The 5-year OS was 72.3% among Black women and 80.5% among White women (P = 0.001). Black women had an age-adjusted risk of death that was 1.7 times higher (1.33; 2.20). The risk was 6.4 times higher for diagnoses in stage 0 (1.65; 24.90) and 1.5 times for diagnoses in stage IV (1.04; 2.17). CONCLUSION The 5-year OS for women with breast cancer was significantly lower among Black women than White women. Black women were more frequently diagnosed in stages III/IV, and their age-adjusted risk of death was 1.7 times higher. Differences in access to care may explain these differences.
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Leonard-Murali S, Nathanson SD, Springer K, Baker P, Susick L. Early breast cancer survival of black and white American women with equal diagnostic and therapeutic management. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:583-588. [PMID: 36464602 PMCID: PMC9974573 DOI: 10.1016/j.ejso.2022.11.101] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 11/20/2022] [Accepted: 11/20/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE Breast cancer (BC) survival favors White versus Black Americans despite advances in screening and treatment. We hypothesized that these differences were dependent upon quality of care by analyzing long-term outcomes of 3139 early BC patients at our quaternary care center where uniform access and management of BC is provided to women irrespective of race. METHODS Prospectively collected data for clinical stage I-II BC patients from our quaternary care cancer center were analyzed, focusing on disease-specific survival (DSS). Subgroup analyses included the overall cohort, triple-negative BC (TNBC), non-TNBC and HER2/neu positive patients. Multivariable analyses to evaluate associations of variables with DSS were performed for each subgroup. RESULTS The overall cohort consisted of 3139 BC patients (1159 Black, 1980 White). Black and White patients did not differ by most baseline variables. Black patients had higher rates of TNBC (18% versus 10%, p < 0.0001). Kaplan-Meier analysis of all subgroups (overall, TNBC, non-TNBC, HER2/neu positive) did not reveal DSS differences between Black and White patients. Multivariable analysis of subgroups also did not find race to be associated with DSS. CONCLUSION In this large, carefully controlled, long term, single-institution prospective cohort study DSS in Black and White early BC patients with equal access to high quality care, did not differ. While BC patients with adverse molecular markers did slightly worse than those with more favorable markers, there is no observable difference between Black and White women with the same markers. These observations support the conclusion that equal access to, and quality, of BC care abolishes racial disparities in DSS.
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Affiliation(s)
| | - S David Nathanson
- Department of Surgery, Henry Ford Hospital, Detroit, MI, USA; Henry Ford Cancer Institute, Detroit, MI, USA.
| | - Kylie Springer
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, USA.
| | - Patricia Baker
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, USA.
| | - Laura Susick
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, USA.
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Rosenzweig SJ, Ranti D, Mehrazin R, Sfakianos JP, Wiklund PN, Waingankar N. Characteristics Contributing to Survival Differences Between Black and White Patients Following Cystectomy. Urol Oncol 2023; 41:207.e1-207.e7. [PMID: 36764890 DOI: 10.1016/j.urolonc.2023.01.013] [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: 09/02/2022] [Revised: 12/26/2022] [Accepted: 01/16/2023] [Indexed: 02/10/2023]
Abstract
PURPOSE Examine patient, tumor, and treatment characteristics effect on the disparity between black and white patients with muscle-invasive bladder cancer (MIBC) who undergo radical cystectomy (RC). METHODS 1,286 black patients in the 2004 to 2016 National Cancer Database fit inclusion criteria. A tapered match was performed from 17,374 white patients sequentially matched to the black cohort on demographics (age, gender, insurance, income, education, county, diagnosis year), presentation (demographic variables, stage, grade, tumor size, Charlson score), and treatment (demographic and presentation variables, lymph node count, hospital volume, neoadjuvant chemotherapy [NAC], treatment delay), creating 3 matched cohorts. Chi-square and Kruskal-Wallis tests were used to compare cohorts. Kaplan-Meier analysis was used to compare 5-year overall survival (OS). RESULTS 5-year OS rate was 40.4% and 35.6% for unmatched white and black cohorts (P < 0.001), respectively. Following demographics and presentation match, 5-year OS rate for white patients decreased to 39.2% (P = 0.003) and 39.10% (P = 0.019), respectively. After treatment match, 5-year OS rate decreased to 36.7% for white patient (P = 0.32). Following presentation match, 7.2% of black patients vs. 5.8% of white patients had treatment delay, and 10.1% of black patients vs. 11.2% of white patients received NAC. The treatment match resulted in a 0.3% difference between groups for treatment delay and NAC. CONCLUSIONS Our analysis demonstrates that disparity between black and white patients with muscle-invasive bladder cancer exists in demographic-, presentation-, and treatment-related variables. Treatment variables may be a large contributing factor to survival disparities. Further research is needed to identify social, biological, and organizational inputs that contribute to these disparities.
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Affiliation(s)
- Shoshana J Rosenzweig
- Department of Urology, Icahn School of Medicine at Mount Sinai. 1425 Madison Avenue, New York, NY.
| | - Daniel Ranti
- Department of Urology, Icahn School of Medicine at Mount Sinai. 1425 Madison Avenue, New York, NY
| | - Reza Mehrazin
- Department of Urology, Icahn School of Medicine at Mount Sinai. 1425 Madison Avenue, New York, NY
| | - John P Sfakianos
- Department of Urology, Icahn School of Medicine at Mount Sinai. 1425 Madison Avenue, New York, NY
| | - Peter N Wiklund
- Department of Urology, Icahn School of Medicine at Mount Sinai. 1425 Madison Avenue, New York, NY
| | - Nikhil Waingankar
- Department of Urology, Icahn School of Medicine at Mount Sinai. 1425 Madison Avenue, New York, NY
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Kang S, Kim SB. Response to letter entitled: Re: Pathologic Complete Responses, Long-term Outcomes, and Recurrence Patterns in HER2-low vs. HER2-zero Breast Cancer after Neoadjuvant Chemotherapy. Eur J Cancer 2023; 180:186-188. [PMID: 36529603 DOI: 10.1016/j.ejca.2022.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 11/21/2022] [Indexed: 12/23/2022]
Affiliation(s)
- Sora Kang
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea; Division of Hemato-oncology, Department of Internal Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea
| | - Sung-Bae Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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Niknam BA, Zubizarreta JR. Examining sources of post-acute care inequities with layered target matching. Health Serv Res 2023; 58:19-29. [PMID: 35822418 PMCID: PMC9836955 DOI: 10.1111/1475-6773.14027] [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: 01/19/2023] Open
Abstract
OBJECTIVE To examine factors associated with racial inequities in discharge location, skilled nursing facility (SNF) utilization, and readmissions. DATA SOURCES A 20% sample of longitudinal Medicare claims from 2016 to 2018. STUDY DESIGN We present layered target matching, a method for studying sources of inequities. Layered target matching examines a fixed target population profile representing any race, ethnicity, or vulnerable population, sequentially adjusting for sets of characteristics that may contribute to inequities these groups endure. We use the method to study racial inequities in post-acute care use and readmissions. DATA COLLECTION/EXTRACTION METHODS We studied Black and non-Hispanic White fee-for-service Medicare beneficiaries aged 66+ admitted to short-term acute-care hospitals for qualifying diagnoses or procedures between January 1, 2016 and November 30, 2018. PRINCIPAL FINDINGS Admitted Black patients tended to be younger, had significantly higher rates of risk factors such as diabetes, stroke, or renal disease, and were much more frequently admitted to large or academic hospitals. Relative to demographically similar White patients, Black patients were significantly more likely to be discharged to SNFs (21.8% vs. 19.3%, difference = 2.5%, p < 0.0001) and to receive any SNF care within 30 days of discharge (25.3% vs. 22.4%, difference = 2.9%, p < 0.0001). Black patients were also significantly more likely to experience 30-day readmission (18.7% vs. 14.5%, difference = 4.2%, p < 0.0001). Differences in reasons for hospitalization and risk factors explained most of the differences in discharge location, post-acute care use, and readmission rates, while additional adjustment for differences in hospital characteristics and complications made little difference for any of the measures studied. CONCLUSIONS We found significant Black-White differences in discharge to SNFs, SNF utilization, and readmission rates. Using layered target matching, we found that differences in risk factors and reasons for hospitalization explained most of these differences, while differences in hospitals did not materially impact the differences.
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Affiliation(s)
- Bijan A. Niknam
- PhD Program in Health PolicyHarvard Graduate School of Arts & SciencesCambridgeMassachusettsUSA
- Department of Health Care PolicyHarvard Medical SchoolBostonMassachusettsUSA
- CAUSALabHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Jose R. Zubizarreta
- Department of Health Care PolicyHarvard Medical SchoolBostonMassachusettsUSA
- CAUSALabHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
- Department of BiostatisticsHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
- Department of StatisticsHarvard UniversityCambridgeMassachusettsUSA
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Brawley OW, Lansey DG. Disparities in Breast Cancer Outcomes and How to Resolve Them. Hematol Oncol Clin North Am 2023; 37:1-15. [PMID: 36435603 DOI: 10.1016/j.hoc.2022.08.002] [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: 11/24/2022]
Abstract
There has been a 40% decline in breast cancer age-adjusted death rate since 1990. Black American women have not experienced as great a decline; indeed, the Black-White disparity in mortality in the United States is greater today than it has ever been. Certain states (areas of residence), however, do not see such dramatic differences in outcome by race. This latter finding suggests much more can be done to reduce disparities and prevent deaths. Interventions to get high-quality care (screening, diagnostics, and treatment) involve understanding the needs and concerns of the patient and addressing those needs and concerns. Patient navigators are 1 way to improve outcomes.
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Affiliation(s)
- Otis W Brawley
- Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Dina George Lansey
- Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
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Stabellini N, Cullen J, Cao L, Shanahan J, Hamerschlak N, Waite K, Barnholtz-Sloan JS, Montero AJ. Racial disparities in breast cancer treatment patterns and treatment related adverse events. Sci Rep 2023; 13:1233. [PMID: 36683066 PMCID: PMC9868122 DOI: 10.1038/s41598-023-27578-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 01/04/2023] [Indexed: 01/23/2023] Open
Abstract
The main objective of this work was to perform a comprehensive analysis and provide a race-stratified epidemiological report accounting for differences in treatment patterns and treatment related adverse events in Non-Hispanic women with breast cancer (BC). The cohort included women ≥ 18 years diagnosed with in-situ, early-stage, and late-stage BC (2005-2022). Treatment patterns included: surgery, breast radiation, chemotherapy, endocrine therapy, or biologic therapy. Treatment related adverse events were: chemotherapy complications, cardiovascular toxicities, immune-related adverse events, psychological affectations, or cognitive decline/dementia. The influence of race on the outcomes was measured via Cox proportional-hazards models. We included 17,454 patients (82% non-Hispanic Whites [NHW]). Most of the patients had a Charlson Comorbidity Score between 1 and 2 (68%), and TNM stage I (44.5%). Surgery was performed in 51.5% of the cases, while 30.6% received radiotherapy, 26.4% received chemotherapy, 3.1% received immunotherapy, and 41.2% received endocrine therapy. Non-Hispanic Blacks (NHB) had a lower probability of undergoing breast cancer surgery (aHR = 0.92, 95% CI 0.87-0.97) and of being prescribed endocrine therapy (aHR = 0.83, 95% CI 0.79-0.89), but a higher probability of receiving adjuvant radiotherapy (aHR = 1.40, 95% CI 1.29-1.52). Moreover, NHBs had lower risk of being diagnosed with psychological issues (aHR = 0.71, 95% CI 0.63-0.80) but a higher risk for cognitive decline/dementia (aHR = 1.30, 95% CI 1.08-1.56). In conclusion, NHB women diagnosed with BC were less likely than NHW to undergo curative intent surgery or receive endocrine therapy, and had a higher risk of cognitive decline/dementia after cancer treatment. Public policy measures are urgently needed which equalize access to quality healthcare for all patients and that promote a learning healthcare system which can improve cancer outcomes.
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Affiliation(s)
- Nickolas Stabellini
- Graduate Education Office, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
- Department of Hematology-Oncology, University Hospitals/Seidman Cancer Center, Breen Pavilion - 11100 Euclid Ave, Cleveland, OH, 44106, USA.
- Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil.
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
| | - Jennifer Cullen
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Case Western Reserve University/Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - Lifen Cao
- Department of Hematology-Oncology, University Hospitals/Seidman Cancer Center, Breen Pavilion - 11100 Euclid Ave, Cleveland, OH, 44106, USA
| | - John Shanahan
- Cancer Informatics, University Hospitals/Seidman Cancer Center, Cleveland, OH, USA
| | - Nelson Hamerschlak
- Oncohematology Department, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| | - Kristin Waite
- Trans-Divisional Research Program (TDRP), Division of Cancer Epidemiology and Genetics (DCEG), National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jill S Barnholtz-Sloan
- Trans-Divisional Research Program (TDRP), Division of Cancer Epidemiology and Genetics (DCEG), National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Center for Biomedical Informatics and Information Technology (CBIIT), National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Alberto J Montero
- Department of Hematology-Oncology, University Hospitals/Seidman Cancer Center, Breen Pavilion - 11100 Euclid Ave, Cleveland, OH, 44106, USA
- Case Western Reserve University/Case Comprehensive Cancer Center, Cleveland, OH, USA
- Center for Biomedical Informatics and Information Technology (CBIIT), National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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Garlapati C, Joshi S, Bhattarai S, Krishnamurthy J, Turaga RC, Nguyen T, Li X, Aneja R. PLK1 and AURKB phosphorylate survivin differentially to affect proliferation in racially distinct triple-negative breast cancer. Cell Death Dis 2023; 14:12. [PMID: 36627281 PMCID: PMC9832024 DOI: 10.1038/s41419-022-05539-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 12/15/2022] [Accepted: 12/22/2022] [Indexed: 01/12/2023]
Abstract
Protein diversity due to alternative mRNA splicing or post-translational modifications (PTMs) plays a vital role in various cellular functions. The mitotic kinases polo-like kinase 1 (PLK1) and Aurora B (AURKB) phosphorylate survivin, an inhibitor of apoptosis (IAP) family member, thereby regulating cell proliferation. PLK1, AURKB, and survivin are overexpressed in triple-negative breast cancer (TNBC), an aggressive breast cancer subtype. TNBC is associated with high proliferative capacity, high rates of distant metastasis, and treatment resistance. The proliferation-promoting protein survivin and its activating kinases, PLK1 and AURKB, are overexpressed in TNBC. In this study, we investigated the role of survivin phosphorylation in racial disparities in TNBC cell proliferation. Analysis of TCGA TNBC data revealed higher expression levels of PLK1 (P = 0.026) and AURKB (P = 0.045) in African Americans (AAs; n = 41) than in European Americans (EAs; n = 86). In contrast, no significant racial differences in survivin mRNA or protein levels were observed. AA TNBC cells exhibited higher p-survivin levels than EA TNBC cells. Survivin silencing using small interfering RNAs significantly attenuated cell proliferation and cell cycle progression in AA TNBC cells, but not in EA TNBC cells. In addition, PLK1 and AURKB inhibition with volasertib and barasertib significantly inhibited the growth of AA TNBC xenografts, but not of EA TNBC tumors. These data suggest that inhibition of PLK1 and AURKB suppresses cell proliferation and tumor growth, specifically in AA TNBC. These findings suggest that targeting survivin phosphorylation may be a viable therapeutic option for AA patients with TNBC.
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Affiliation(s)
- Chakravarthy Garlapati
- Alkermes Inc, Waltham, MA, 02451, USA
- Department of Biology, Georgia State University, Atlanta, GA, 30303, USA
| | - Shriya Joshi
- Department of Biology, Georgia State University, Atlanta, GA, 30303, USA
| | - Shristi Bhattarai
- Department of Biology, Georgia State University, Atlanta, GA, 30303, USA
| | | | | | - Thi Nguyen
- Department of Pathology & Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Xiaoxian Li
- Department of Pathology & Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Ritu Aneja
- Department of Biology, Georgia State University, Atlanta, GA, 30303, USA.
- School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
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Color or money?: The impact of socioeconomic status and race/ethnicity on breast cancer mortality. Am J Surg 2022; 224:1403-1408. [PMID: 36115705 DOI: 10.1016/j.amjsurg.2022.07.013] [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: 12/06/2021] [Revised: 05/31/2022] [Accepted: 07/16/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Although the incidence of breast cancer is highest in White women, Black women die at a higher rate. Our aim was to compare the relative association between race/ethnicity and socioeconomic status on breast cancer mortality. METHODS We identified female breast cancer patients diagnosed between 2007 - 2011 and followed through 2016 in the SEER database. Patients were grouped into socioeconomic quartiles by a prosperity index. The primary outcome of interest was 5-year cancer-specific survival. RESULTS A total of 286,520 patients were included. Five-year survival was worst for Black women compared to other races/ethnicities in each socioeconomic quartile. When compared to White women in the lowest quartile, Black women in the lowest quartile, 2nd quartile, and 3rd quartile experienced the lowest 5-year survival rates (Hazard ratio 1.33, 1.23, 1.20; P < 0.01). CONCLUSION Regarding cancer mortality, only in the most prosperous quartile do Black women achieve a similar outcome to the poorest quartile White women.
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McGuinness S, Hughes L, Moss‐Morris R, Hunter M, Norton S, Moon Z. Adherence to adjuvant endocrine therapy among White British and ethnic minority breast cancer survivors in the United Kingdom. Eur J Cancer Care (Engl) 2022; 31:e13722. [PMID: 36255032 PMCID: PMC9787781 DOI: 10.1111/ecc.13722] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 09/08/2022] [Accepted: 09/14/2022] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Around half of women do not take adjuvant endocrine therapy (AET) as prescribed. Research suggests that adherence rates vary across ethnic groups. This study compared AET adherences rates in White British women and women from minority ethnic groups in the United Kingdom. METHODS This is an observational study with 2001 breast cancer survivors recruited from outpatient clinics. Eligible women were diagnosed with primary breast cancer and prescribed AET within the last 3 years. Adherence was measured using the Medication Adherence Rating Scale. Eligible women were asked to complete a questionnaire pack that collected sociodemographic data such as age, relationship status and ethnicity. Independent samples t tests and χ2 tests were used to compare White British women and women from minority ethnic groups on self-reported adherence to AET. RESULTS Of White British women, 27.8% were classed as non-adherent, compared to 44.4% of women from minority ethnic groups. A logistic regression controlling for relevant demographics indicated that women from minority ethnic groups had a significantly higher risk of non-adherence than women who were White British (odds ratio = 1.50, p = 0.03) CONCLUSION: Rates of non-adherence to AET are higher in women from minority ethnic groups, which may contribute towards racial disparities in breast cancer outcomes. Research with larger and more diverse samples is needed to explore this further and to investigate the psychosocial factors driving differences in adherence.
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Affiliation(s)
- Serena McGuinness
- Faculty of Nursing Midwifery and Palliative CareKing's College LondonLondonUK
| | - Lyndsay Hughes
- Psychology Department, Institute of Psychiatry, Psychology and NeuroscienceKing's College London, Guy's HospitalLondonUK
| | - Rona Moss‐Morris
- Psychology Department, Institute of Psychiatry, Psychology and NeuroscienceKing's College London, Guy's HospitalLondonUK
| | - Myra Hunter
- Psychology Department, Institute of Psychiatry, Psychology and NeuroscienceKing's College London, Guy's HospitalLondonUK
| | - Sam Norton
- Psychology Department, Institute of Psychiatry, Psychology and NeuroscienceKing's College London, Guy's HospitalLondonUK,Centre for Rheumatic DiseasesKing's College London, Weston Education CentreLondonUK
| | - Zoe Moon
- Centre for Behavioural Medicine, School of PharmacyUniversity College LondonLondonUK
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Luningham JM, Seth G, Saini G, Bhattarai S, Awan S, Collin LJ, Swahn MH, Dai D, Gogineni K, Subhedar P, Mishra P, Aneja R. Association of Race and Area Deprivation With Breast Cancer Survival Among Black and White Women in the State of Georgia. JAMA Netw Open 2022; 5:e2238183. [PMID: 36306134 PMCID: PMC9617173 DOI: 10.1001/jamanetworkopen.2022.38183] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 09/02/2022] [Indexed: 12/04/2022] Open
Abstract
Importance Increasing evidence suggests that low socioeconomic status and geographic residence in disadvantaged neighborhoods contribute to disparities in breast cancer outcomes. However, little epidemiological research has sought to better understand these disparities within the context of location. Objective To examine the association between neighborhood deprivation and racial disparities in mortality among Black and White patients with breast cancer in the state of Georgia. Design, Setting, and Participants This population-based cohort study collected demographic and geographic data from patients diagnosed with breast cancer between January 1, 2004, and February 11, 2020, in 3 large health care systems in Georgia. A total of 19 580 patients with breast cancer were included: 12 976 from Piedmont Healthcare, 2285 from Grady Health System, and 4319 from Emory Healthcare. Data were analyzed from October 2, 2020, to August 11, 2022. Exposures Area deprivation index (ADI) scores were assigned to each patient based on their residential census block group. The ADI was categorized into quartile groups, and associations between ADI and race and ADI × race interaction were examined. Main Outcomes and Measures Cox proportional hazards regression models were used to compute hazard ratios (HRs) and 95% CIs associating ADI with overall mortality by race. Kaplan-Meier curves were used to visualize mortality stratified across racial and ADI groups. Results Of the 19 580 patients included in the analysis (mean [SD] age at diagnosis, 58.8 [13.2] years), 3777 (19.3%) died during the course of the study. Area deprivation index contributed differently to breast cancer outcomes for Black and White women. In multivariable-adjusted models, living in a neighborhood with a greater ADI (more deprivation) was associated with increased mortality for White patients with breast cancer; compared with the ADI quartile of less than 25 (least deprived), increased mortality HRs were found in quartiles of 25 to 49 (1.22 [95% CI, 1.07-1.39]), 50 to 74 (1.32 [95% CI, 1.13-1.53]), and 75 or greater (1.33 [95% CI, 1.07-1.65]). However, an increase in the ADI quartile group was not associated with changes in mortality for Black patients with breast cancer (quartile 25 to 49: HR, 0.81 [95% CI, 0.61-1.07]; quartile 50 to 74: HR, 0.91 [95% CI, 0.70-1.18]; and quartile ≥75: HR, 1.05 [95% CI, 0.70-1.36]). In neighborhoods with an ADI of 75 or greater, no racial disparity was observed in mortality (HR, 1.11 [95% CI, 0.92-1.36]). Conclusions and Relevance Black women with breast cancer had higher mortality than White women in Georgia, but this disparity was not explained by ADI: among Black patients, low ADI was not associated with lower mortality. This lack of association warrants further investigation to inform community-level approaches that may mitigate the existing disparities in breast cancer outcomes in Georgia.
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Affiliation(s)
- Justin M. Luningham
- Department of Biostatistics and Epidemiology, School of Public Health, University of North Texas Health Science Center, Ft Worth
| | - Gaurav Seth
- Department of Biology, College of Arts and Sciences, Georgia State University, Atlanta
| | - Geetanjali Saini
- Department of Biology, College of Arts and Sciences, Georgia State University, Atlanta
| | - Shristi Bhattarai
- Department of Biology, College of Arts and Sciences, Georgia State University, Atlanta
| | - Sofia Awan
- School of Public Health, Georgia State University, Atlanta
| | - Lindsay J. Collin
- Department of Population Health Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City
| | - Monica H. Swahn
- Department of Health Promotion and Physical Education, Wellstar College of Health and Human Services, Kennesaw State University, Kennesaw, Georgia
| | - Dajun Dai
- Department of Geosciences, Georgia State University, Atlanta
| | - Keerthi Gogineni
- Department of Hematology–Medical Oncology, Winship Cancer Institute, Emory University School of Medicine, Atlanta, Georgia
- Department of Surgery, Winship Cancer Institute, Emory University School of Medicine, Atlanta, Georgia
- Georgia Cancer Center for Excellence, Grady Health System, Atlanta
| | - Preeti Subhedar
- Department of Surgery, Winship Cancer Institute, Emory University School of Medicine, Atlanta, Georgia
| | - Pooja Mishra
- Georgia Cancer Center for Excellence, Grady Health System, Atlanta
| | - Ritu Aneja
- Department of Biology, College of Arts and Sciences, Georgia State University, Atlanta
- Department of Clinical and Diagnostic Sciences, School of Health Professions, University of Alabama at Birmingham
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Castelo M, Lu J, Paszat L, Veitch Z, Liu K, Scheer AS. Long-term survival in elderly women receiving chemotherapy for non-metastatic breast cancer: a population-based analysis. Breast Cancer Res Treat 2022; 194:629-641. [PMID: 35731453 DOI: 10.1007/s10549-022-06646-9] [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: 02/24/2022] [Accepted: 05/30/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND Older women are poorly represented in trials evaluating chemotherapy for breast cancer (BC). This study aimed to describe survival and associated factors among elderly women receiving chemotherapy for non-metastatic BC. METHODS This was a population-based cohort study including women ≥ 70 years old diagnosed with invasive, non-metastatic BC from 2010 to 2017 in SEER. Among those who received chemotherapy, overall survival (OS) was determined using Kaplan-Meier curves and hazard ratios were reported with 95% confidence intervals (CIs). Adjustment was made for available confounders. Co-morbidity is not available in SEER. BC-specific survival (BCSS) and subdistribution hazard ratios were determined using competing risks analysis. RESULTS The cohort consisted of 109,239 women aged 70+, of whom 17,961 (16%) received chemotherapy. Chemotherapy patients were younger (median 73.0 years vs. 77.0), had more advanced disease (25% stage III vs. 5.2%), and were more likely to receive mastectomy (50% vs. 33%). Among chemotherapy patients, 5-year OS was 77.8% (95% CI 76.9-78.6%), and for women 80+ was 60.2% (95% CI 57.5-63.1%). More recent diagnoses, no previous history of cancer, and receipt of radiotherapy were all associated with improved BCSS. Conversely, older age, higher tumour grade, advanced stage, and human epidermal growth factors receptor (HER)2 negative tumours were associated with worse BCSS. 56% of deaths were due to BC, and women aged 80+ had worse BCSS compared to those aged 70-79 (adjusted sdHR 1.62, 95% CI 1.43-1.84). CONCLUSIONS Elderly women with advanced disease can achieve good survival after chemotherapy for non-metastatic BC. Those with HER2+ disease have superior survival, reinforcing benefit in this population.
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Affiliation(s)
- Matthew Castelo
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Justin Lu
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Lawrence Paszat
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Zachary Veitch
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Kuan Liu
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Adena S Scheer
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada. .,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada. .,Division of General Surgery, St. Michael's Hospital, 3-005 Donnelly Wing, 30 Bond St, Toronto, ON, M5B 1W8, Canada.
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Ballinger TJ, Jiang G, Shen F, Miller KD, Sledge GW, Schneider BP. Impact of African ancestry on the relationship between body mass index and survival in an early-stage breast cancer trial (ECOG-ACRIN E5103). Cancer 2022; 128:2174-2181. [PMID: 35285940 PMCID: PMC9086123 DOI: 10.1002/cncr.34173] [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: 08/21/2021] [Revised: 01/09/2022] [Accepted: 02/18/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND African ancestry (AA) and obesity are associated with worse survival in early-stage breast cancer. Obesity disproportionately affects women of AA; however, the intersection between ancestry and obesity on breast cancer outcomes remains unclear. METHODS A total of 2854 patients in the adjuvant trial E5103 were analyzed. Genetic ancestry was determined using principal components from a genome-wide array. The impact of continuous or binary body mass index (BMI) on disease-free survival (DFS) and overall survival (OS) was evaluated by multivariable Cox proportional hazards models in AA patients and European ancestry (EA) patients. RESULTS There were 2471 EA patients and 383 AA patients. Higher BMI was significantly associated with worse DFS and OS only in AA patients (DFS hazard ratio [HR], 1.25; 95% CI, 1.07-1.46; OS HR, 1.38; 95% CI, 1.10-1.73), not in EA patients (DFS HR, 0.97; 95% CI, 0.90-1.05; OS HR, 1.03; 95% CI, 0.93-1.14). Severe obesity (BMI ≥40) was significantly associated with worse survival in AA patients (DFS HR, 2.04; 95% CI, 1.21-3.43; OS HR, 2.21; 95% CI, 1.03-4.75) but had no impact on that of EA patients. In the estrogen receptor-positive (ER+) and triple-negative breast cancer subgroups, BMI was significantly associated with worse outcomes only in those AA patients with ER+ disease. Within the AA group, BMI remained associated with worse survival regardless of the AA proportion. CONCLUSIONS Higher BMI was statistically significantly associated with worse breast cancer outcomes in AA but not EA patients. This association was most significant for severe obesity and those with ER+ disease. These observations help define optimal populations for weight change interventions designed to affect disparities and survival in early-stage breast cancer. LAY SUMMARY African ancestry and obesity are both risk factors for worse survival after early-stage breast cancer. Women of African descent are also disproportionately affected by obesity; however, it is unclear what impact body weight has on racial disparities in breast cancer. Data from a large phase 3 clinical trial in high-risk, early-stage breast cancer were used to determine how body weight affects survival outcomes in European versus African Americans. Study results demonstrate that a higher body mass index is associated with increased risk of breast cancer recurrence and worse survival in women of African ancestry but not in women of European ancestry.
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Affiliation(s)
- Tarah J. Ballinger
- Division of Hematology and OncologyIndiana University School of MedicineIndianapolisIndiana
| | - Guanglong Jiang
- School of Informatics and ComputingIndiana University Purdue University IndianapolisIndianapolisIndiana
| | - Fei Shen
- Division of Hematology and OncologyIndiana University School of MedicineIndianapolisIndiana
| | - Kathy D. Miller
- Division of Hematology and OncologyIndiana University School of MedicineIndianapolisIndiana
| | | | - Bryan P. Schneider
- Division of Hematology and OncologyIndiana University School of MedicineIndianapolisIndiana
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Buradagunta CS, Garacci Z, D'Souza A, Dhakal B, Devata S, Janz S, Thrift AP, Hari P, Stolley M, Dong J. Socioeconomic disadvantage contributes to ethnic disparities in multiple myeloma survival: a matched cohort study. Blood Cancer J 2022; 12:82. [PMID: 35614050 PMCID: PMC9132975 DOI: 10.1038/s41408-022-00681-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 04/27/2022] [Accepted: 05/11/2022] [Indexed: 01/07/2023] Open
Affiliation(s)
| | - Zhuping Garacci
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Anita D'Souza
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Binod Dhakal
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Sumana Devata
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Section of Hematology Oncology, Department of Medicine, Clement J Zablocki Veterans Affairs Medical Center, Milwaukee, WI, USA
| | - Siegfried Janz
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - Aaron P Thrift
- Section of Epidemiology and Population Sciences, Department of Medicine, and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Parameswaran Hari
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - Melinda Stolley
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - Jing Dong
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA.
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The Impact of the Ban on Elective Surgery in New York City during the Coronavirus Outbreak on Gynecologic Oncology Patient Care. Gynecol Oncol Rep 2022; 41:100997. [PMID: 35573131 PMCID: PMC9085382 DOI: 10.1016/j.gore.2022.100997] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 05/01/2022] [Accepted: 05/03/2022] [Indexed: 12/03/2022] Open
Abstract
During the ban on elective surgery due to the COVID-19 pandemic in NYC, 40% of patients experienced surgical delays. 77% of patients experiencing delays were due to hospital-initiated delays due to the elective surgical ban. 93% of patients ultimately underwent their planned surgery. Of patients recommended to undergo adjuvant therapy, 67% completed their adjuvant therapy. Overall, 81% of patients completed their planned treatment during and after the COVID-19 ban on elective surgery.
Introduction Elective surgical procedures were suspended during the coronavirus disease pandemic (COVID-19) in New York City (NYC) between March 16 and June 15, 2020. This study characterizes the impact of the ban on surgical delays for patients scheduled for surgery during this first wave of the COVID-19 outbreak. Methods Patients who were scheduled for surgical treatment of malignant or pre-invasive disease by gynecologic oncologists at three NYC hospitals during NYC’s ban on elective surgery were included. Outcomes of interest were the percentage of patients experiencing surgical delay and the nature of delays. Kruskal-Wallis, chi-square, and logistic regression tests were performed with significance set at p < 0.05. Results Of the 145 patients with malignant or pre-invasive diseases scheduled for surgery during the ban on elective surgery, 40% of patients experienced one or more surgical delays, 10% experienced two or more and 1% experienced three surgical delays. Of patients experiencing an initial delay, 77% were hospital-initiated and 11% were due to known or suspected personal COVID-19. Overall, 81% of patients completed their planned treatment, and 93% of patients underwent their initially planned surgery. Among patients for whom adjuvant therapy was recommended, 67% completed their planned treatment, and the most common reasons for not completing treatment were medically indicated followed by concerns regarding COVID-19. Conclusion During the ban on elective surgery in NYC during the first outbreak of the COVID-19 pandemic, many patients experienced minor surgical delays, but most patients obtained appropriate, timely care with either surgery or alternative treatment.
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Disease-Specific Health Disparities: A Targeted Review Focusing on Race and Ethnicity. Healthcare (Basel) 2022; 10:healthcare10040603. [PMID: 35455781 PMCID: PMC9025451 DOI: 10.3390/healthcare10040603] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/16/2022] [Accepted: 03/17/2022] [Indexed: 12/18/2022] Open
Abstract
Background: Wide disparities in health status exist in the United States across race and ethnicity, broadly driven by social determinants of health—most notably race and ethnic group differences in income, education, and occupational status. However, disparities in disease frequency or severity remain underappreciated for many individual diseases whose distribution in the population varies. Such information is not readily accessible, nor emphasized in treatment guidelines or reviews used by practitioners. Specifically, a summary on disease-specific evidence of disparities from population-based studies is lacking. Our goal was to summarize the published evidence for specific disease disparities in the United States so that this knowledge becomes more widely available “at the bedside”. We hope this summary stimulates health equity research at the disease level so that these disparities can be addressed effectively. Methods: A targeted literature review of disorders in Pfizer’s current pipeline was conducted. The 38 diseases included metabolic disorders, cancers, inflammatory conditions, dermatologic disorders, rare diseases, and infectious targets of vaccines under development. Online searches in Ovid and Google were performed to identify sources focused on differences in disease rates and severity between non-Hispanic Whites and Black/African Americans, and between non-Hispanic Whites and Hispanics. As a model for how this might be accomplished for all disorders, disparities in disease rates and disease severity were scored to make the results of our review most readily accessible. After primary review of each condition by one author, another undertook an independent review. Differences between reviewers were resolved through discussion. Results: For Black/African Americans, 29 of the 38 disorders revealed a robust excess in incidence, prevalence, or severity. After sickle cell anemia, the largest excesses in frequency were identified for multiple myeloma and hidradenitis suppurativa. For Hispanics, there was evidence of disparity in 19 diseases. Most notable were metabolic disorders, including non-alcoholic steatohepatitis (NASH). Conclusions: This review summarized recent disease-specific evidence of disparities based on race and ethnicity across multiple diseases, to inform clinicians and health equity research. Our findings may be well known to researchers and specialists in their respective fields but may not be common knowledge to health care providers or public health and policy institutions. Our hope is that this effort spurs research into the causes of the many disease disparities that exist in the United States.
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Owusu C, Margevicius S, Nock NL, Austin K, Bennet E, Cerne S, Hergenroeder P, Moore HCF, Petkac J, Schluchter M, Schmitz KH, Webb Hooper M, Wimbley L, Berger NA. A randomized controlled trial of the effect of supervised exercise on functional outcomes in older African American and non-Hispanic White breast cancer survivors: Are there racial differences in the effects of exercise on functional outcomes? Cancer 2022; 128:2320-2338. [PMID: 35289926 DOI: 10.1002/cncr.34184] [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: 11/29/2021] [Revised: 02/24/2022] [Accepted: 02/24/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND The objective of this study was to test the hypothesis that exercise would be more effective than a support group plus Fitbit (SG+Fitbit) program in improving functional outcomes in older breast cancer survivors (BCSs) and that race would moderate the exercise effect on outcomes. METHODS Older African American (AA) and non-Hispanic White (NHW) BCSs were purposively recruited and enrolled into the 52-week randomized controlled trial. The interventions included 20 weeks of supervised moderate-intensity aerobic and resistance training followed by 32 weeks of unsupervised exercise called IMPROVE (n = 108) and a 20-week SG+Fitbit program followed by 32 weeks of unsupervised activity (n = 105). Study outcomes were assessed at 20 and 52 weeks. The primary outcome was the change in Short Physical Performance Battery (SPPB) scores 20 weeks from the baseline between arms. Secondary outcomes included change in the 6-Minute Walk Test (6MWT) in meters 20 weeks from the baseline between arms. General linear regression and multivariable logistic regression analyses were used. RESULTS The mean age was 71.9 years (SD, 5.9 years), and 44% were AA. SPPB scores did not differ between arms (adjusted difference in mean change, 0.13; 95% CI, -0.28 to 0.55; P = .53). However, the exercise arm (vs the SG+Fitbit arm) improved on the 6MWT (21.6 m; 95% CI, 2.5-40.6 m; P = .03). Race moderated the exercise effect on the 6MWT (adjusted interaction effect, 43.3 m; 95% CI, 6.3-80.2 m; P = .02); this implied that the change in the adjusted mean for the 6MWT at 20 weeks from the baseline was 43.3 m higher in AA exercise participants versus NHW exercise participants. CONCLUSIONS Combined aerobic and resistance exercise appears to improve physical performance in older BCSs, and the exercise effect might be moderated by race, with AAs appearing to derive larger benefits in comparison with NHWs. Larger studies are warranted to confirm the study findings.
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Affiliation(s)
- Cynthia Owusu
- Division of Hematology/Oncology, Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio.,Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio
| | - Seunghee Margevicius
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio.,Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio
| | - Nora L Nock
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio.,Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio
| | - Kristina Austin
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio
| | | | | | | | - Halle C F Moore
- Department of Hematology/Oncology, Cleveland Clinic, Cleveland, Ohio
| | - Jean Petkac
- University Hospitals of Cleveland, Cleveland, Ohio
| | - Mark Schluchter
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio.,Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio
| | | | - Monica Webb Hooper
- National Institute on Minority Health and Disparities, National Institutes of Health, Bethesda, Maryland
| | - Leonard Wimbley
- Division of Hematology/Oncology, Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Nathan A Berger
- Division of Hematology/Oncology, Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio.,Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio
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Dong J, Garacci Z, Buradagunta CS, D'Souza A, Mohan M, Cunningham A, Janz S, Dhakal B, Thrift AP, Hari P. Black patients with multiple myeloma have better survival than white patients when treated equally: a matched cohort study. Blood Cancer J 2022; 12:34. [PMID: 35210395 PMCID: PMC8873507 DOI: 10.1038/s41408-022-00633-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 01/12/2022] [Accepted: 02/08/2022] [Indexed: 01/07/2023] Open
Abstract
We assessed differences in survival between non-Hispanic black (NHB) and non-Hispanic white (NHW) patients with multiple myeloma (MM), and the sequential effects of patient characteristics, and diagnosis and treatment-related factors on the survival disparity using data from 3319 NHB and 20,831 NHW MM patients in the SEER-Medicare (1999-2017) database. Four sets of 3319 NHWs were matched sequentially to the same set of 3319 NHBs, based on demographics (age, sex, year of diagnosis, marital status, and SEER site), socioeconomic status (SES, demographics plus SES), presentation factors (SES variables plus comorbidity), and treatment factors (presentation variables plus antimyeloma therapies). We found NHBs were less likely to receive treatment than NHWs even among patients matched for demographics, SES, and comorbidities. The absolute difference in 5-year survival between NHBs and NHWs was not significant in the demographics match (0.6%; P = 0.30) and remained non-significant after matching for SES (1.4%, P = 0.17). When matching for presentation, NHBs had significantly longer 5-year survival than NHWs (absolute difference = 3.8%, P = 0.003). Additional matching on treatment-related factors further enlarged the racial difference in 5-year survival to 4.6% (P < 0.001). Our findings reinforce the importance of equitable access to effective treatment modalities to further improve the survival of NHB patients with MM.
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Affiliation(s)
- Jing Dong
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA.
| | - Zhuping Garacci
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | | | - Anita D'Souza
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Meera Mohan
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Ashley Cunningham
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Siegfried Janz
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - Binod Dhakal
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Aaron P Thrift
- Section of Epidemiology and Population Sciences, Department of Medicine, and Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Parameswaran Hari
- Division of Hematology Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
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Haug V, Kadakia N, Wang A, Dorante MI, Panayi AC, Kauke-Navarro M, Hundeshagen G, Diehm Y, Fischer S, Hirche C, Kneser U, Pomahac B. “Racial disparities in short-term outcomes after breast reduction surgery - A National Surgical Quality Improvement Project Analysis with 23,268 patients using Propensity Score Matching”. J Plast Reconstr Aesthet Surg 2022; 75:1849-1857. [DOI: 10.1016/j.bjps.2022.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 12/05/2021] [Accepted: 01/09/2022] [Indexed: 11/29/2022]
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Schneider BP, Jiang G, Ballinger TJ, Shen F, Chitambar C, Nanda R, Falkson C, Lynce FC, Gallagher C, Isaacs C, Blaya M, Paplomata E, Walling R, Daily K, Mahtani R, Thompson MA, Graham R, Cooper ME, Pavlick DC, Albacker LA, Gregg J, Solzak JP, Chen YH, Bales CL, Cantor E, Hancock BA, Kassem N, Helft P, O'Neil B, Storniolo AMV, Badve S, Miller KD, Radovich M. BRE12-158: A Postneoadjuvant, Randomized Phase II Trial of Personalized Therapy Versus Treatment of Physician's Choice for Patients With Residual Triple-Negative Breast Cancer. J Clin Oncol 2021; 40:345-355. [PMID: 34910554 DOI: 10.1200/jco.21.01657] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
PURPOSE Patients with triple-negative breast cancer (TNBC) with residual disease after neoadjuvant chemotherapy (NAC) have high risk of recurrence with prior data suggesting improved outcomes with capecitabine. Targeted agents have demonstrated activity across multiple cancer types. BRE12-158 was a phase II, multicenter trial that randomly allocated patients with TNBC with residual disease after NAC to genomically directed therapy versus treatment of physician choice (TPC). PATIENTS AND METHODS From March 2014 to December 2018, 193 patients were enrolled. Residual tumors were sequenced using a next-generation sequencing test. A molecular tumor board adjudicated all results. Patients were randomly allocated to four cycles of genomically directed therapy (arm A) versus TPC (arm B). Patients without a target were assigned to arm B. Primary end point was 2-year disease-free survival (DFS) among randomly assigned patients. Secondary/exploratory end points included distant disease-free survival, overall survival, toxicity assessment, time-based evolution of therapy, and drug-specific outcomes. RESULTS One hundred ninety-three patients were randomly allocated or were assigned to arm B. The estimated 2-year DFS for the randomized population only was 56.6% (95% CI, 0.45 to 0.70) for arm A versus 62.4% (95% CI, 0.52 to 0.75) for arm B. No difference was seen in DFS, distant disease-free survival, or overall survival for the entire or randomized populations. There was increased uptake of capecitabine for TPC over time. Patients randomly allocated later had less distant recurrences. Circulating tumor DNA status remained a significant predictor of outcome with some patients demonstrating clearance with postneoadjuvant therapy. CONCLUSION Genomically directed therapy was not superior to TPC for patients with residual TNBC after NAC. Capecitabine should remain the standard of care; however, the activity of other agents in this setting provides rationale for testing optimal combinations to improve outcomes. Circulating tumor DNA should be considered a standard covariate for trials in this setting.
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Affiliation(s)
- Bryan P Schneider
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Guanglong Jiang
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Tarah J Ballinger
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Fei Shen
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | | | | | | | | | | | | | | | | | | | | | - Reshma Mahtani
- Sylvester Comprehensive Cancer Center, Deerfield Beach, FL
| | | | | | | | | | | | - Jeffrey Gregg
- Foundation Medicine Inc, Cambridge, MA.,University of California at Davis, Sacramento, CA
| | - Jeffrey P Solzak
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Yu-Hsiang Chen
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Casey L Bales
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Erica Cantor
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Bradley A Hancock
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Nawal Kassem
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Paul Helft
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Bert O'Neil
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | | | - Sunil Badve
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Kathy D Miller
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
| | - Milan Radovich
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN
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Palmer JR, Zirpoli G, Bertrand KA, Battaglia T, Bernstein L, Ambrosone CB, Bandera EV, Troester MA, Rosenberg L, Pfeiffer RM, Trinquart L. A Validated Risk Prediction Model for Breast Cancer in US Black Women. J Clin Oncol 2021; 39:3866-3877. [PMID: 34623926 PMCID: PMC8608262 DOI: 10.1200/jco.21.01236] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 09/09/2021] [Accepted: 09/15/2021] [Indexed: 02/07/2023] Open
Abstract
PURPOSE Breast cancer risk prediction models are used to identify high-risk women for early detection, targeted interventions, and enrollment into prevention trials. We sought to develop and evaluate a risk prediction model for breast cancer in US Black women, suitable for use in primary care settings. METHODS Breast cancer relative risks and attributable risks were estimated using data from Black women in three US population-based case-control studies (3,468 breast cancer cases; 3,578 controls age 30-69 years) and combined with SEER age- and race-specific incidence rates, with incorporation of competing mortality, to develop an absolute risk model. The model was validated in prospective data among 51,798 participants of the Black Women's Health Study, including 1,515 who developed invasive breast cancer. A second risk prediction model was developed on the basis of estrogen receptor (ER)-specific relative risks and attributable risks. Model performance was assessed by calibration (expected/observed cases) and discriminatory accuracy (C-statistic). RESULTS The expected/observed ratio was 1.01 (95% CI, 0.95 to 1.07). Age-adjusted C-statistics were 0.58 (95% CI, 0.56 to 0.59) overall and 0.63 (95% CI, 0.58 to 0.68) among women younger than 40 years. These measures were almost identical in the model based on estrogen receptor-specific relative risks and attributable risks. CONCLUSION Discriminatory accuracy of the new model was similar to that of the most frequently used questionnaire-based breast cancer risk prediction models in White women, suggesting that effective risk stratification for Black women is now possible. This model may be especially valuable for risk stratification of young Black women, who are below the ages at which breast cancer screening is typically begun.
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Affiliation(s)
- Julie R. Palmer
- Slone Epidemiology Center at Boston University, Boston, MA
- Boston University School of Medicine, Boston, MA
| | - Gary Zirpoli
- Slone Epidemiology Center at Boston University, Boston, MA
| | - Kimberly A. Bertrand
- Slone Epidemiology Center at Boston University, Boston, MA
- Boston University School of Medicine, Boston, MA
| | | | | | | | | | - Melissa A. Troester
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, MA
| | - Ruth M. Pfeiffer
- National Cancer Institute, Division of Cancer Epidemiology and Genetics, Bethesda, MD
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Ray KS. Going Beyond the Data: Using Testimonies to Humanize Pedagogy on Black Health. THE JOURNAL OF MEDICAL HUMANITIES 2021; 42:725-735. [PMID: 33576930 PMCID: PMC7879396 DOI: 10.1007/s10912-021-09681-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/25/2021] [Indexed: 05/07/2023]
Abstract
When health professions learners' primary pedagogical experience of Black people and how they become patients is through statistics, it becomes very easy for learners to think of Black people as data points rather than as individuals whose health is often at the mercy of racist institutions. When the human dimension of Black people's health is ignored, specifically the ways that poor health affects individual wellbeing, one of the barriers to proper health for Black patients is how to be seen and considered as a part of a larger problem of systemic racism and institutional injustices as well as individuals whose personal lives are affected by such larger problems. I propose an approach to health professions pedagogy-the experiential race testimonies (ERT) approach-that can change the way health professions learners understand and treat Black patients, thus changing the future of Black health. The ERT approach pairs population data analysis with analysis of personal testimonies and the experiences they convey.
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Affiliation(s)
- Keisha S Ray
- University of Texas Health Science Center at Houston, McGovern Medical School, McGovern Center for Humanities and Ethics, 6431 Fannin Street, JJL 450, Houston, TX, 77030, USA.
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Li K, Zhou C, Yu Y, Niu L, Zhang W, Wang B, He J, Ge G. Metastatic Pattern Discriminates Survival Benefit of Type of Surgery in Patients With De Novo Stage IV Breast Cancer Based on SEER Database. Front Surg 2021; 8:696628. [PMID: 34805256 PMCID: PMC8595123 DOI: 10.3389/fsurg.2021.696628] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 09/16/2021] [Indexed: 12/22/2022] Open
Abstract
Background: The role of surgery and surgery type in de novo stage IV breast cancer (BC) is unclear. Methods: We carried out a retrospective cohort study that included the data of 4,108 individuals with de novo stage IV BC abstracted from SEER (Surveillance, Epidemiology, and End Results) data resource from 2010 to 2015. The patients were stratified into the non-surgery group, breast-conserving (BCS) surgery group, and mastectomy group. Inverse probability propensity score weighting (IPTW) was then used to balance clinicopathologic factors. Overall survival (OS), as well as the breast cancer-specific survival (BCSS), was assessed in the three groups using Kaplan–Meier analysis and COX model. Subgroups were stratified by metastatic sites for analysis. Results: Of the 4,108 patients, 48.5% received surgery and were stratified into the BCS group (574 cases) and mastectomy group (1,419 cases). After IPTW balance demographic and clinicopathologic factors, BCS and mastectomy groups had better OS (BCS group: HR, 0.61; 95% CI: 0.49–0.75; mastectomy group: HR, 0.7; 95% CI: 0.63–0.79) and BCSS (BCS group: HR, 0.6; 95% CI, 0.47–0.75; mastectomy group: HR, 0.71; 95% CI, 0.63–0.81) than the non-therapy group. Subgroup analyses revealed that BCS, rather than mastectomy, was linked to better OS (HR, 0.66; 95% CI: 0.48–0.91) and BCSS (HR, 0.63; 95% CI: 0.45–0.89) for patients with bone-only metastasis. For patients with viscera metastasis or bone+viscera metastases, BCS achieved similar OS (viscera metastasis: HR, 1.05; 95% CI: 0.74–1.48; bone+viscera metastases: HR, 1.01; 95% CI: 0.64–1.61) and BCSS (viscera metastasis: HR, 0.94; 95% CI: 0.64–1.38; bone+viscera metastases: HR, 1.06; 95% CI: 0.66–1.73) in contrast with mastectomy. Conclusions: Local surgery for patients with distant metastasis (DS) exhibited a remarkable survival advantage in contrast with non-operative management. BCS may have more survival benefits for patients with de novo stage IV BC with bone-only metastasis than other metastatic sites. Decisions on de novo stage IV BC primary surgery should be tailored to the metastatic pattern.
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Affiliation(s)
- Kunlong Li
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China.,School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Can Zhou
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Yan Yu
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Ligang Niu
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Wei Zhang
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Bin Wang
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Jianjun He
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Guanqun Ge
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
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50
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Li C, Chen L, Chou C, Ngorsuraches S, Qian J. Using Machine Learning Approaches to Predict Short-Term Risk of Cardiotoxicity Among Patients with Colorectal Cancer After Starting Fluoropyrimidine-Based Chemotherapy. Cardiovasc Toxicol 2021; 22:130-140. [PMID: 34792740 DOI: 10.1007/s12012-021-09708-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 11/08/2021] [Indexed: 11/24/2022]
Abstract
Cardiotoxicity is a severe side effect for colorectal cancer (CRC) patients undergoing fluoropyrimidine-based chemotherapy. To develop and compare machine learning algorithms to predict cardiotoxicity risk among nationally representative CRC patients receiving fluoropyrimidine, CRC Patients with at least one claim of fluoropyrimidine after their cancer diagnosis were included. The outcome was the 30-day cardiotoxicity from the first day of starting fluoropyrimidine. The machine learning models including extreme gradient boosting (XGBoost), random forest (RF), and logistic regression (LR) were developed using 2006-2011 SEER-Medicare data, and model performances were evaluated using 2012-2014 data. Precision, F1 score, and area under the receiver operating characteristics curve (AUC) were measured to evaluate model performances. Feature importance plots were obtained to quantify the predictor importance. Among 36,030 CRC patients, 18.74% of them developed cardiotoxicity within 30 days since the first fluoropyrimidine. The XGBoost approach had better prediction performance with higher precision (0.619) and F1 score (0.406) in predicting the 30-day cardiotoxicity, compared to the RF (precision, 0.607 and F1 score, 0.395) and LR (precision, 0.610 and F1 score, 0.398). According to the DeLong's test for AUC difference, the XGBoost significantly outperformed the RF and LR (XGBoost, 0.816 vs. RF, 0.804, P < 0.001; XGBoost vs. LR, 0.812, P = 0.003, respectively). Feature importance plots identified pre-existing cardiac conditions, surgery, older age as top significant risk factors for cardiotoxicity events among CRC patients after receiving fluoropyrimidine. In summary, the developed machine learning models can accurately predict the occurrence of 30-day cardiotoxicity among CRC patients receiving fluoropyrimidine-based chemotherapy.
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Affiliation(s)
- Chao Li
- Department of Health Outcomes Research and Policy, Auburn University, Auburn University Harrison School of Pharmacy, 4306D Walker Building, Auburn, AL, 36849-5506, USA
| | - Li Chen
- Department of Biostatistics and Health Data Science, Center for Computational Biology and Bioinformatics, Indiana University, Indianapolis, IN, USA
| | - Chiahung Chou
- Department of Health Outcomes Research and Policy, Auburn University, Auburn University Harrison School of Pharmacy, 4306D Walker Building, Auburn, AL, 36849-5506, USA.,Department of Medical Research, China Medical University Hospital, Taichung City, Taiwan
| | - Surachat Ngorsuraches
- Department of Health Outcomes Research and Policy, Auburn University, Auburn University Harrison School of Pharmacy, 4306D Walker Building, Auburn, AL, 36849-5506, USA
| | - Jingjing Qian
- Department of Health Outcomes Research and Policy, Auburn University, Auburn University Harrison School of Pharmacy, 4306D Walker Building, Auburn, AL, 36849-5506, USA.
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