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Hasan S, Lazarev S, Garg M, Mehta K, Press RH, Chhabra A, Choi JI, Simone CB, Gorovets D. Racial inequity and other social disparities in the diagnosis and management of bladder cancer. Cancer Med 2023; 12:640-650. [PMID: 35674112 PMCID: PMC9844648 DOI: 10.1002/cam4.4917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 03/28/2022] [Accepted: 05/04/2022] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND We investigate the impact of gender, race, and socioeconomic status on the diagnosis and management of bladder cancer in the United States. METHODS We utilized the National Cancer Database to stratify cases of urothelial cell carcinoma of the bladder as early (Tis, Ta, T1), muscle invasive (T2-T3, N0), locally advanced (T4, N1-3), and metastatic. Multivariate binomial and multinomial logistic regression analyses identified demographic characteristics associated with stage at diagnosis and receipt of cancer-directed therapies. Odds ratios (OR) are reported with 95% confidence intervals. RESULTS After exclusions, we identified 331,714 early, 72,154 muscle invasive, 15,579 locally advanced, and 15,161 metastatic cases from 2004-2016. Relative to diagnosis at early stage, the strongest independent predictors of diagnosis at muscle invasive, locally advanced, and metastatic disease included Black race (OR = 1.19 [1.15-1.23], OR = 1.49 [1.40-1.59], OR = 1.66 [1.56-1.76], respectively), female gender (OR = 1.21 [1.18-1.21], OR = 1.16 [1.12-1.20], and OR = 1.34 [1.29-1.38], respectively), and uninsured status (OR = 1.22 [1.15-1.29], OR = 2.09 [1.94-2.25], OR = 2.57 [2.39-2.75], respectively). Additional demographic factors associated with delayed diagnosis included older age, treatment at an academic center, Medicaid insurance and patients from lower income/less educated/more rural areas (all p < 0.01). Treatment at a non-academic center, older age, women, Hispanic and Black patients, lower income and rural areas were all less likely to receive cancer-directed therapies in early stage disease (all p < 0.01). Women, older patients, and Black patients remained less likely to receive treatment in muscle invasive, locally advanced, and metastatic disease (all p < 0.01). CONCLUSION Black race was the strongest independent predictor of delayed diagnosis and substandard treatment of bladder cancer.
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Affiliation(s)
- Shaakir Hasan
- The New York Proton CenterNew YorkNew YorkUSA
- Montefiore Medical Center, Department of Radiation OncologyBronxNew YorkUSA
| | - Stanislav Lazarev
- Mount Sinai Medical Center, Department of Radiation OncologyNew YorkNew YorkUSA
| | - Madhur Garg
- Montefiore Medical Center, Department of Radiation OncologyBronxNew YorkUSA
| | - Keyur Mehta
- Montefiore Medical Center, Department of Radiation OncologyBronxNew YorkUSA
| | - Robert H. Press
- The New York Proton CenterNew YorkNew YorkUSA
- Mount Sinai Medical Center, Department of Radiation OncologyNew YorkNew YorkUSA
| | | | - J. Isabelle Choi
- The New York Proton CenterNew YorkNew YorkUSA
- Memorial Sloan Kettering Cancer Center, Department of Radiation OncologyNew YorkNew YorkUSA
| | - Charles B. Simone
- The New York Proton CenterNew YorkNew YorkUSA
- Memorial Sloan Kettering Cancer Center, Department of Radiation OncologyNew YorkNew YorkUSA
| | - Daniel Gorovets
- Memorial Sloan Kettering Cancer Center, Department of Radiation OncologyNew YorkNew YorkUSA
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Yu XQ, Goldsbury D, Feletto E, Koh CE, Canfell K, O'Connell DL. Socioeconomic disparities in colorectal cancer survival: contributions of prognostic factors in a large Australian cohort. J Cancer Res Clin Oncol 2021; 148:2971-2984. [PMID: 34822016 PMCID: PMC8614213 DOI: 10.1007/s00432-021-03856-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 11/10/2021] [Indexed: 12/24/2022]
Abstract
Purpose We quantified the contributions of prognostic factors to socioeconomic disparities in colorectal cancer survival in a large Australian cohort. Methods The sample comprised 45 and Up Study participants (recruited 2006–2009) who were subsequently diagnosed with colorectal cancer. Both individual (education attained) and neighbourhood socioeconomic measures were used. Questionnaire responses were linked with cancer registrations (to December 2013), records for hospital inpatient stays, emergency department presentations, death information (to December 2015), and Medicare and Pharmaceutical Benefits claims for subsidised procedures and medicines. Proportions of socioeconomic survival differences explained by prognostic factors were quantified using multiple Cox proportional hazards regression. Results 1720 eligible participants were diagnosed with colorectal cancer after recruitment: 1174 colon and 546 rectal cancers. Significant colon cancer survival differences were only observed for neighbourhood socioeconomic measure (p = 0.033): HR = 1.55; 95% CI 1.09–2.19 for lowest versus highest quartile, and disease-related factors explained 95% of this difference. For rectal cancer, patient- and disease-related factors were the main drivers of neighbourhood survival differences (28–36%), while these factors and treatment-related factors explained 24–41% of individual socioeconomic differences. However, differences remained significant for rectal cancer after adjusting for all these factors. Conclusion In this large contemporary Australian cohort, we identified several drivers of socioeconomic disparities in colorectal cancer survival. Understanding of the role these contributors play remains incomplete, but these findings suggest that improving access to optimal care may significantly reduce these survival disparities.
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Affiliation(s)
- Xue Qin Yu
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia.
| | - David Goldsbury
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia
| | - Eleonora Feletto
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia
| | - Cherry E Koh
- Department of Colorectal Surgery, Royal Prince Alfred Hospital, Sydney, NSW, Australia
- Discipline of Surgery, Central Clinical School, The University of Sydney, Sydney, NSW, Australia
| | - Karen Canfell
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia
- Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - Dianne L O'Connell
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Kings Cross, P O Box 572, Sydney, NSW, 1340, Australia
- School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
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Kantor O, Wang ML, Bertrand K, Pierce L, Freedman RA, Chavez-MacGregor M, King TA, Mittendorf EA. Racial and Socioeconomic Disparities in Breast Cancer Outcomes within the AJCC Pathologic Prognostic Staging System. Ann Surg Oncol 2021; 29:686-696. [PMID: 34331158 DOI: 10.1245/s10434-021-10527-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 07/14/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND Non-Hispanic black (NHB) women and those of lower socioeconomic status (SES) have inferior breast cancer outcomes compared with non-Hispanic white (NHW) women and those of higher SES. We examined racial and SES disparities in breast cancer survival within the AJCC 8th edition pathologic prognostic staging system. METHODS Using the Surveillance, Epidemiology and End Results Program, we identified patients diagnosed with invasive breast cancer from 2010 to 2015, with follow-up through 2016. Census tract-level SES (cSES) data were available as a composite index and analyzed in quintiles. Cox proportional-hazards survival analyses adjusted for age, race, cSES, insurance, marital status, histology, pathologic prognostic stage, and treatment were used to estimate disease-specific survival (DSS). RESULTS A total of 259,852 patients were included: 176,369 (67.9%) NHW; 28,510 (11.0%) NHB; 29,737 (11.4%) Hispanic; and 22,887 (8.8%) Asian. NHB race and lower cSES were associated with increased incidence of triple-negative disease compared with NHW (p < 0.01). NHB race, lower cSES, public insurance, lower education, and increased poverty were associated with lower DSS. Survival analyses adjusting for cSES, tumor, and treatment characteristics demonstrated that NHB patients had inferior DSS within each AJCC pathologic prognostic stage (hazard ratio [HR] 1.25, 95% confidence interval [CI] 1.20-1.30) compared with NHW patients. Fully adjusted models also showed patients residing in lower SES counties had inferior DSS. CONCLUSIONS Racial and cSES disparities in breast cancer-specific mortality were evident across all stages, even within the pathologic prognostic staging system which incorporates tumor biology. Future efforts should assess the biological, behavioral, social, and environmental determinants that underlie racial and SES inequities in outcomes.
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Affiliation(s)
- Olga Kantor
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.,Breast Oncology Program, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Monica L Wang
- Community Health Sciences, Boston University School of Public Health, Boston, MA, USA.,Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Kimberly Bertrand
- Slone Epidemiology Center, Boston University, Boston, MA, USA.,Boston University School of Medicine, Boston, MA, USA
| | - Lori Pierce
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Rachel A Freedman
- Breast Oncology Program, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mariana Chavez-MacGregor
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tari A King
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.,Breast Oncology Program, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Elizabeth A Mittendorf
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA. .,Breast Oncology Program, Dana-Farber/Brigham and Women's Cancer Center, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA.
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Sterling J, Rivera-Núñez Z, Patel HV, Farber NJ, Kim S, Radadia KD, Modi PK, Goyal S, Parikh R, Weiss RE, Kim IY, Elsamra SE, Jang TL, Singer EA. Factors Associated With Receipt of Partial Nephrectomy or Minimally Invasive Surgery for Patients With Clinical T1a and T1b Renal Masses: Implications for Regionalization of Care. Clin Genitourin Cancer 2020; 18:e643-e650. [PMID: 32389458 PMCID: PMC7502425 DOI: 10.1016/j.clgc.2020.03.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 03/14/2020] [Accepted: 03/16/2020] [Indexed: 01/20/2023]
Abstract
PURPOSE To identify factors associated with receipt of partial nephrectomy (PN) and minimally invasive surgery (MIS) in patients with clinical T1 renal cell carcinoma (RCC) using the National Cancer Data Base (NCDB). METHODS We queried the NCDB from 2010 to 2014 identifying patients treated surgically for cT1a-bN0M0 RCC. Logistic regression was used to examine associations between socioeconomic, clinical, and treatment factors, and receipt of MIS or PN within the T1 patient population. RESULTS Our cohort included 69,694 patients (cT1a, n = 44,043; cT1b, n = 25,651). For cT1a tumors, 70% of patients received PN and 65% underwent MIS. For cT1b tumors, 32% of patients received PN and 62% underwent MIS. cT1a and cT1b patients with household income < $62,000, without private insurance, and treated outside academic centers were less likely to receive MIS or PN. cT1a patients traveling > 31 miles were more likely to undergo MIS. For both cT1a/b, the farther a patient traveled for treatment, the more likely a PN was performed. CONCLUSION Data showed an increase in utilization of MIS and PN from 2010 to 2014. However, patients in the lowest socioeconomic groups were less likely to travel and were more likely to receive more invasive treatments. On the basis of these findings, additional research is needed into how regionalization of RCC surgery affects treatment disparities.
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Affiliation(s)
- Joshua Sterling
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Zorimar Rivera-Núñez
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ
| | - Hiren V Patel
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Nicholas J Farber
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Sinae Kim
- Division of Biometrics, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Kushan D Radadia
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Parth K Modi
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Sharad Goyal
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Rahul Parikh
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Robert E Weiss
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Isaac Y Kim
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Sammy E Elsamra
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Thomas L Jang
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Eric A Singer
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ.
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Jang B, Chang JH. Socioeconomic status and survival outcomes in elderly cancer patients: A national health insurance service-elderly sample cohort study. Cancer Med 2019; 8:3604-3613. [PMID: 31066516 PMCID: PMC6601595 DOI: 10.1002/cam4.2231] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 04/24/2019] [Accepted: 04/25/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND We hypothesized that lower socioeconomic status (SES) was associated with higher all-cause mortality in patients newly diagnosed with cancer, particularly in the elderly population. METHODS We collected study patients from the stratified random sample of Korean National Health Insurance Elderly Cohort (2002-2015). The Cox's proportional hazards model was used to investigate the risk factors for mortality. Income level and composite deprivation index (CDI) 2010 were used to define the SES: low, intermediate, and high SES groups. The comorbidities were measured using Charlson Comorbidity Index score. After a wash-out period (2002), the final study population was 108 626 (2003-2015). RESULTS In multivariate analysis, low SES was associated with poor overall survival (OS) (HR = 1.08, 95% CI: 1.05-1.12, P < 0.001) and cancer-specific survival (CSS) (HR = 1.11, 95% CI: 1.06-1.16, P < 0.001) particularly for patients aged 70-79 years. High SES was favorable prognostic factor of OS in patients aged 60-69 years (HR = 0.85, 95% CI: 0.81-0.89, P < 0.001), 70-79 years (HR = 0.90, 95% CI: 0.87-0.93, P < 0.001), and ≥80 years (HR = 0.91, 95% CI: 0.87-0.96, P < 0.001). However, SES was not associated with CSS in advanced age patients (≥80 years). Patients with low SES manifesting colorectal, urinary, liver, gastric, melanoma, and esophageal cancers demonstrated worse OS, compared to patients with intermediate SES. Also, low SES patients with urinary, liver, or colorectal cancers or melanoma demonstrated worse CSS compared to those with intermediate SES. CONCLUSION Low SES at the time of cancer diagnosis is associated with increased risk of OS and CSS in elderly patients. Depending on cancer sites, different patterns of OS and CSS were observed according to SES. Further elucidation of the causes underlying these phenomena is needed along with appropriate support for elderly cancer patients with low SES.
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Affiliation(s)
- Bum‐Sup Jang
- Department of Radiation OncologySeoul National University Bundang HospitalSeoulSouth Korea
| | - Ji Hyun Chang
- Department of Radiation OncologySMG-SNU Boramae Medical CenterSeoulSouth Korea
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Swords DS, Brooke BS, Skarda DE, Stoddard GJ, Tae Kim H, Sause WT, Scaife CL. Facility Variation in Local Staging of Rectal Adenocarcinoma and its Contribution to Underutilization of Neoadjuvant Therapy. J Gastrointest Surg 2019; 23:1206-1217. [PMID: 30421120 DOI: 10.1007/s11605-018-4039-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Accepted: 10/25/2018] [Indexed: 01/31/2023]
Abstract
BACKGROUND Guidelines recommend neoadjuvant therapy (NT) for clinical stage II-III (locally advanced) rectal adenocarcinoma, but utilization remains suboptimal. The causes of NT omission remain poorly understood. METHODS The main outcomes in this study of patients with resected clinically non-metastatic rectal adenocarcinoma in the 2010-2015 National Cancer Database were local staging utilization in patients with non-metastatic tumors (i.e., undocumented clinical stage/pathologic stage I-III) and NT utilization for locally advanced tumors. Multivariable regression was used to examine predictors of these outcomes. Facility-specific risk- and reliability-adjusted local staging and NT rates were calculated. Positive margins and overall survival (OS) were examined as secondary outcomes. RESULTS Local staging was omitted in 7737/43,819 (17.7%) patients with clinically non-metastatic tumors and NT was omitted in 5199/31,632 (16.4%) patients with locally advanced tumors. NT was utilized in 24,826 (91.1%) locally advanced patients who had local staging vs. 1607 (36.6%) patients who did not; 2785 (53.6%) locally advanced patients with NT omitted also had local staging omitted. Treatment at facilities with lowest quintile local staging rates was associated with NT omission (relative risk 2.41, 95% confidence interval 2.11, 2.75). Adjusted facility local staging rates varied sixfold (16.1-98.0%), facility NT rates varied twofold (43.9-95.9%), and they were correlated (r = 0.58; P < 0.001). Local staging omission and NT omission were independently associated with positive margins and decreased OS. CONCLUSIONS Local staging omission is a common care process in over half of cases of omitted NT. These data emphasize the need for quality improvement efforts directed at providing facilities feedback about their local staging rates.
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Affiliation(s)
- Douglas S Swords
- Department of Surgery, University of Utah, 30 North 1900 East, Salt Lake City, UT, 84132, USA.
- Surgical Services Clinical Program, Intermountain Healthcare, Salt Lake City, UT, USA.
| | - Benjamin S Brooke
- Department of Surgery, University of Utah, 30 North 1900 East, Salt Lake City, UT, 84132, USA
| | - David E Skarda
- Department of Surgery, University of Utah, 30 North 1900 East, Salt Lake City, UT, 84132, USA
- Surgical Services Clinical Program, Intermountain Healthcare, Salt Lake City, UT, USA
| | - Gregory J Stoddard
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - H Tae Kim
- Surgical Services Clinical Program, Intermountain Healthcare, Salt Lake City, UT, USA
| | - William T Sause
- Oncology Services Clinical Program, Intermountain Healthcare, Salt Lake City, UT, USA
| | - Courtney L Scaife
- Department of Surgery, University of Utah, 30 North 1900 East, Salt Lake City, UT, 84132, USA
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Swords DS, Mulvihill SJ, Brooke BS, Skarda DE, Firpo MA, Scaife CL. Disparities in utilization of treatment for clinical stage I-II pancreatic adenocarcinoma by area socioeconomic status and race/ethnicity. Surgery 2018; 165:751-759. [PMID: 30551868 DOI: 10.1016/j.surg.2018.10.035] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2018] [Revised: 10/15/2018] [Accepted: 10/30/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Utilization of multimodality therapy for clinical stage I-II pancreatic ductal adenocarcinoma is associated with meaningful prolongation of survival. Although the qualitative existence of disparities in treatment utilization by socioeconomic status and race/ethnicity is well documented, the absolute magnitudes of these disparities have not been previously quantified. METHODS The exposures in this retrospective cohort study of the 2010-2015 National Cancer Database were a 7-value area-level socioeconomic status index and race/ethnicity. Main outcomes were surgery, chemotherapy, and multimodality therapy (surgery and chemotherapy). Adjusted rate differences were calculated after logistic regression. Models excluded intermediate variables. Overall survival was evaluated in unadjusted and adjusted analyses. RESULTS Of 43,760 patients, 63.4% underwent surgery. Of 39,808 patients without chemotherapy contraindications, refusal, or missing data, 75.1% received chemotherapy and 51.4% received multimodality therapy. Adjusted rate differences for utilization of surgery, chemotherapy, and multimodality therapy in the lowest socioeconomic status patients were -10.0 (95% confidence interval [CI] -12.4 to -7.5), -12.7 (95% CI -16.3 to -9.1), and -15.4 (95% CI -18.8 to -12.0), respectively, versus the highest socioeconomic status patients. Adjusted rate differences for multimodality therapy utilization in non-Hispanic Black and Hispanic patients were -10.1 (95% CI -13.6 to -6.7) and -11.8 (95% CI -14.3 to -9.2), respectively, versus non-Hispanic White patients. Median overall survival increased in a graded fashion from 14.1 (95% CI 13.4-14.8) months in the lowest socioeconomic status patients to 20.2 months (95% CI 19.6-20.8) in the highest socioeconomic status patients. Survival differences were attenuated but not eliminated in multivariable Cox models. CONCLUSION Socioeconomic status and race/ethnicity are more powerful determinants of whether patients receive treatment for clinical stage I-II pancreatic ductal adenocarcinoma than previously appreciated. Nationwide quality improvement efforts aimed at addressing these inequities are warranted.
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Affiliation(s)
- Douglas S Swords
- Department of Surgery, University of Utah, Salt Lake City; Surgical Services Clinical Program, Intermountain Healthcare, Salt Lake City, UT.
| | | | | | - David E Skarda
- Department of Surgery, University of Utah, Salt Lake City; Surgical Services Clinical Program, Intermountain Healthcare, Salt Lake City, UT
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Stokes CL, Stokes WA, Kalapurakal JA, Paulino AC, Cost NG, Cost CR, Garrington TP, Greffe BS, Roach JP, Bruny JL, Liu AK. Timing of Radiation Therapy in Pediatric Wilms Tumor: A Report From the National Cancer Database. Int J Radiat Oncol Biol Phys 2018; 101:453-461. [DOI: 10.1016/j.ijrobp.2018.01.110] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 01/24/2018] [Accepted: 01/30/2018] [Indexed: 11/15/2022]
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