1
|
Ko TM, Laraia KN, Alexander HR, Ecker BL, Grandhi MS, Kennedy TJ, In H, Langan RC, Pitt HA, Stroup AM, Eskander MF. Low neighborhood socioeconomic status is associated with poor outcomes in young adults with colorectal cancer. Surgery 2024:S0039-6060(24)00331-3. [PMID: 38972769 DOI: 10.1016/j.surg.2024.05.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 04/22/2024] [Accepted: 05/19/2024] [Indexed: 07/09/2024]
Abstract
BACKGROUND The incidence of early-onset colorectal cancer has increased markedly over the past decade. Although established for older adults, there are limited data on socioeconomic and racial disparities in screening, treatment, and outcomes in this distinct group. METHODS Adults with primary colorectal cancer diagnosed at age <50 were identified from the Surveillance, Epidemiology, and End Results database. The exposure of interest was neighborhood socioeconomic status based on the Yost Index, a census-tract level composite score of neighborhood economic health. Univariate analysis was performed with χ2 analyses. Logistic regression models were created to evaluate the association of neighborhood socioeconomic status (Yost Index quintile) with metastasis at presentation and surgical intervention. Kaplan-Meier and Cox proportional hazards models were created. RESULTS In total, 45,660 early-onset colorectal cancer patients were identified; 16.8% (7,679) were in the lowest quintile of neighborhood socioeconomic status. Patients with the lowest neighborhood socioeconomic status were 1.13 times (95% confidence interval 1.06-1.21) more likely to present with metastases and had lower survival (hazard ratio 1.45, 95% confidence interval 1.37-1.53) compared to those with the highest neighborhood socioeconomic status. Non-Hispanic Black patients were more likely to present with metastatic disease (odds ratio 1.11, 95% confidence interval 1.05-1.19), less likely to undergo surgery for localized or regional disease (odds ratio 0.48, 95% confidence interval 0.43-0.53), and had lower survival (hazard ratio 1.21, 95% confidence interval 1.15-1.27) than non-Hispanic White patients. CONCLUSION Socioeconomic and racial disparities in early-onset colorectal cancer span diagnosis, treatment, and survival. As the disease burden of early-age onset colorectal cancer increases, interventions to boost early diagnosis and access to surgery are necessary to improve survival among minorities and patients with low neighborhood socioeconomic status.
Collapse
Affiliation(s)
- Tomohiro M Ko
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ
| | - Kayla N Laraia
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ
| | - H Richard Alexander
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Brett L Ecker
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Miral S Grandhi
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Timothy J Kennedy
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Haejin In
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Russell C Langan
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Henry A Pitt
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Antoinette M Stroup
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; New Jersey State Cancer Registry, New Jersey Department of Health, Trenton, NJ; Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ
| | - Mariam F Eskander
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ.
| |
Collapse
|
2
|
Olivieri DJ, Othus M, Orvain C, Rodríguez-Arbolí E, Milano F, Sandmaier BM, Khan I, Davis C, Basom RS, Appelbaum FR, Walter RB. Impact of socioeconomic disparities on outcomes in adults undergoing allogeneic hematopoietic cell transplantation for acute myeloid leukemia. Leukemia 2024; 38:865-876. [PMID: 38388647 PMCID: PMC10997459 DOI: 10.1038/s41375-024-02172-3] [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: 12/12/2023] [Revised: 02/02/2024] [Accepted: 02/05/2024] [Indexed: 02/24/2024]
Abstract
Racial and socioeconomic disparities impact outcomes after chemotherapy and limit access to allogeneic hematopoietic cell transplantation (HCT) in acute myeloid leukemia (AML), yet studies have yielded mixed results on the influence of disparities on post-HCT outcomes. Therefore, we studied 1024 adults with AML who underwent allogeneic HCT between 5/2006 and 10/2021 at a single large university-affiliated cancer center. Collected data included non-biologic and demographic characteristics (including race/ethnicity, marital status, distance traveled, and household size), transplant- and disease-related characteristics, and area-level and individual-level socioeconomic factors (i.e., area deprivation index and occupational status). After multivariable adjustment, no socioeconomic- or non-biologic factors were associated with non-relapse mortality (NRM), overall survival (OS), relapse-free survival (RFS), or relapse except being married (associated with improved NRM: hazard ratio [HR] = 0.7 [0.50-0.97]) and having no insurance (associated with worse OS: HR = 1.49 [1.05-2.12] and RFS: HR = 1.41 [1.00-1.98]). Despite a relatively racially homogenous cohort, Asian race was associated with improved NRM (HR = 0.47 [0.23-0.93]) and American Indian/Alaskan Native race was associated with higher relapse risk (HR = 2.45 [1.08-5.53]). In conclusion, in our retrospective analysis, socioeconomic-, demographic-, and non-biologic factors had limited impact on post-HCT outcomes in AML patients allografted in morphologic remission. Further research is needed to investigate disparities among HCT-eligible patients.
Collapse
Affiliation(s)
- Daniel J Olivieri
- Department of Medicine, Internal Medicine Residency Program, University of Washington, Seattle, WA, USA
| | - Megan Othus
- Public Health Science Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Corentin Orvain
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Maladies du Sang, CHU d'Angers, Angers, France
- Fédération Hospitalo-Universitaire Grand-Ouest Acute Leukemia, FHU-GOAL, Angers, France
- Université d'Angers, Inserm UMR 1307, CNRS UMR 6075, Nantes Université, CRCI2NA, Angers, France
| | - Eduardo Rodríguez-Arbolí
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Hematology, Hospital Universitario Virgen del Rocío, Instituto de Biomedicina de Sevilla (IBIS/CSIC/CIBERONC), University of Seville, Seville, Spain
| | - Filippo Milano
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Medicine, Division of Hematology and Oncology, University of Washington, Seattle, WA, USA
| | - Brenda M Sandmaier
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Medicine, Division of Hematology and Oncology, University of Washington, Seattle, WA, USA
| | - Irum Khan
- Department of Medicine, Division of Hematology-Oncology, Northwestern University, Chicago, IL, USA
| | - Chris Davis
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Ryan S Basom
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Frederick R Appelbaum
- Department of Medicine, Division of Hematology and Oncology, University of Washington, Seattle, WA, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Roland B Walter
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
- Department of Medicine, Division of Hematology and Oncology, University of Washington, Seattle, WA, USA.
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA.
| |
Collapse
|
3
|
Tsai MH, Cabral DN, Grunert C, Moore JX. Colorectal cancer survival disparities in the five regions of Georgia. PLoS One 2024; 19:e0301027. [PMID: 38547204 PMCID: PMC10977806 DOI: 10.1371/journal.pone.0301027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 03/08/2024] [Indexed: 04/02/2024] Open
Abstract
BACKGROUND/OBJECTIVE The objective of this study was to examine 5-year colorectal cancer survival rates. We also determined whether demographics, tumor characteristics, and treatment modality were associated with 5-year CRC survival in the Clayton, West Central, East Central, Southeast, and Northeast Georgia regions because the significant higher CRC mortality rates in these regions in comparison to the overall rates in the State of Georgia. METHODS We conducted a retrospective cohort analysis using data from the 1975-2016 Surveillance, Epidemiology, and End Results program aggregated CRC patients to these five regions. Five-year CRC survival was calculated and stratified by the five regions of Georgia, using the Kaplan-Meier method with log-rank test. Cox proportional hazard regression was used to examine the mentioned association in these five regions. RESULTS Among 11,023 CRC patients, 5-year CRC survival was lowest in Clayton (65.9%) compared to the West Central (69.0%), East Central (68.2%), Southeast (70.5%), and Northeast regions (69.5%) (p-value = 0.02). In multivariable analysis, greater risk of CRC death was found in the Clayton region compared to the West Central (HR, 1.12; 95%, 1.00-1.25) region when adjusting for demographics, tumor characteristics, and treatment modality. Among Clayton Georgians, age of 75+ years (HR, 2.13; 95%, 1.56-2.89), grade 3 & 4 tumors (HR, 2.22; 95%, 1.64-3.00), and distant stage (HR, 20.95; 95%, 15.99-27.45) were negatively associated with CRC survival. CONCLUSION We observed place-based differences in CRC survival with significantly lower survival rates in the Clayton region. Factors associated with higher risk of CRC death include older age at diagnosis, high-grade tumors, and distant stage CRC among Clayton Georgians. Our study provides important evidence to all relevant stakeholders in furthering the development of culturally tailored CRC screening interventions aimed at CRC early detection and improved outcomes.
Collapse
Affiliation(s)
- Meng-Han Tsai
- Cancer Prevention, Control, & Population Health Program, Georgia Cancer Center, Augusta University, Augusta, Georgia, United States of America
- Georgia Prevention Institute, Augusta University, Augusta, Georgia, United States of America
| | - Daramola N. Cabral
- Department of Health, Human Services, and Public Policy, College of Health Sciences and Human Services, California State University, Monterey Bay, Seaside, California, United States of America
- African Caribbean Cancer Consortium, Philadelphia, Pennsylvania, United States of America
| | - Caitlyn Grunert
- Department of Health Management and Policy, University of Kentucky, Lexington, Kentucky, United States of America
| | - Justin X. Moore
- Center for Health Equity Transformation, Department of Behavioral Science, Department of Internal Medicine, Markey Cancer Center, University of Kentucky College of Medicine, Lexington, Kentucky, United States of America
| |
Collapse
|
4
|
Washington CJ, Karanth SD, Wheeler M, Aduse-Poku L, Braithwaite D, Akinyemiju TF. Racial and socioeconomic disparities in survival among women with advanced-stage ovarian cancer who received systemic therapy. Cancer Causes Control 2024; 35:487-496. [PMID: 37874478 PMCID: PMC10838826 DOI: 10.1007/s10552-023-01810-y] [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: 08/01/2023] [Accepted: 09/29/2023] [Indexed: 10/25/2023]
Abstract
PURPOSE The purpose of this study was to assess the association between race/ethnicity and all-cause mortality among women with advanced-stage ovarian cancer who received systemic therapy. METHODS We analyzed data from the National Cancer Database on women diagnosed with advanced-stage ovarian cancer from 2004 to 2015 who received systemic therapy. Race/ethnicity was categorized as Non-Hispanic (NH) White, NH-Black, Hispanic, NH-Asian/Pacific Islander, and Other. Income and education were combined to form a composite measure of socioeconomic status (SES) and categorized into low-, mid-, and high-SES. Multivariable Cox proportional hazards models were used to assess whether race/ethnicity was associated with the risk of death after adjusting for sociodemographic, clinical, and treatment factors. Additionally, subgroup analyses were conducted by SES, age, and surgery receipt. RESULTS The study population comprised 53,367 women (52.4% ages ≥ 65 years, 82% NH-White, 8.7% NH-Black, 5.7% Hispanic, and 2.7% NH-Asian/Pacific Islander) in the analysis. After adjusting for covariates, the NH-Black race was associated with a higher risk of death versus NH-White race (aHR: 1.12; 95% CI: 1.07,1.18), while Hispanic ethnicity was associated with a lower risk of death compared to NH-White women (aHR: 0.87; 95% CI: 0.80, 0.95). Furthermore, NH-Black women versus NH-White women had an increased risk of mortality among those with low-SES characteristics (aHR:1.12; 95% CI:1.03-1.22) and mid-SES groups (aHR: 1.13; 95% CI:1.05-1.21). CONCLUSIONS Among women with advanced-stage ovarian cancer who received systemic therapy, NH-Black women experienced poorer survival compared to NH-White women. Future studies should be directed to identify drivers of ovarian cancer disparities, particularly racial differences in treatment response and surveillance.
Collapse
Affiliation(s)
- Caretia J Washington
- Department of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, FL, USA
| | - Shama D Karanth
- University of Florida Health Cancer Center, Gainesville, FL, USA
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Meghann Wheeler
- Department of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, FL, USA
| | - Livingstone Aduse-Poku
- Department of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, FL, USA
| | - Dejana Braithwaite
- Department of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, FL, USA
- University of Florida Health Cancer Center, Gainesville, FL, USA
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Tomi F Akinyemiju
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, 27708, USA.
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC, USA.
| |
Collapse
|
5
|
Siromoni B, Groman A, Parmar K, Mukherjee S, Vadehra D. Exploring Demographic Differences and Outcomes in Early-Onset Colorectal Cancer. JCO Oncol Pract 2024:OP2300671. [PMID: 38394477 DOI: 10.1200/op.23.00671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 12/17/2023] [Accepted: 01/16/2024] [Indexed: 02/25/2024] Open
Abstract
PURPOSE Early-onset colorectal cancer (EOCRC), defined as CRC diagnosed before age 50 years, has increased significantly worldwide. The majority of EOCRCs do not appear to be driven by genetic factors and may be influenced by environmental factors. We hypothesized that sociodemographic disparities exist in EOCRC. The purpose was of the study was to examine the geographic disparities in patients with EOCRC. METHODS We retrospectively examined the SEER database from 1976 to 2016 to examine the geographic disparities in EOCRC. A total of 73,378 patients with EOCRC were included in the analysis. We performed univariate and multivariable analyses to evaluate overall survival (OS) and disease-specific survival (DSS). Sociodemographic factors, including the location of residence (metropolitan areas [MA] or rural areas [RA]), sex, race, insurance status, and marital status, were included in the statistical analysis. RESULTS The incidence and mortality rates were consistently higher in RA versus MA during the study period. Multivariable analysis showed that patients living in RA had worse OS (hazard ratio [HR], 1.14; P < .01) and DSS (HR, 1.15; P < .001) compared with those living in MA. Similarly, non-Hispanic Black ethnicity and uninsured patients had significantly worse survival when compared with non-Hispanic White and insured patients, respectively. Married status showed better survival outcomes. CONCLUSION Patients with EOCRC living in RA have worse outcomes. Understanding the mechanisms behind such socioeconomic disparities is important so that future studies can reduce these disparities.
Collapse
Affiliation(s)
| | | | - Kanak Parmar
- Texas Tech University Health Sciences Center, Lubbock, TX
| | | | | |
Collapse
|
6
|
Chiu LS, Huang KZ, Xu X, Heeren T, Haque R, Schroy PS. Initial Stage of Disease Similar for White and Black Patients With Early-Onset Colorectal Cancer at a Safety-Net Hospital. J Clin Gastroenterol 2024; 58:162-168. [PMID: 36806090 DOI: 10.1097/mcg.0000000000001840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 01/16/2023] [Indexed: 02/23/2023]
Abstract
BACKGROUND Non-Hispanic Black (NHB) patients with early-onset colorectal cancer (EOCRC) are more likely to present with advanced-stage disease than their Non-Hispanic White (NHW) counterparts. To further elucidate whether differences in tumor biology or disparities in access to care may be responsible, we examined the association between race/ethnicity and initial stage of disease, time to diagnosis, and tumor characteristics among NHW and NHB patients with EOCRC cared for in a safety-net health care setting. METHODS We performed a retrospective cohort study of NHW and NHB patients diagnosed with primary EOCRC who received care at Boston Medical Center between January 2000 and May 2020. We compared demographics, risk factors, presenting signs/symptoms, time to diagnosis, health care utilization, and tumor characteristics (stage, grade, location, and mutational status). RESULTS We identified 103 patients (mean age 41.5±7.2 y, 53.4% men), including 40 NHWs and 63 NHBs, with EOCRC. NHB and NHW patients were similar with respect to demographics, presenting signs/symptoms, and risk factor distribution. There were also no significant differences between NHWs and NHBs with respect to the advanced stage of disease at presentation (45.0% vs. 42.9%, P =0.83), the median time to diagnosis [152 d (IQR, 40 to 341) vs. 160 d (IQR, 61 to 312), P =0.79] or tumor characteristics, except for a predilection for proximal disease among NHBs (30.2% vs. 15.0%). CONCLUSIONS NHB patients were no more likely than NHW patients to present with advanced-stage disease, aggressive tumor histology, or experience delays in diagnosis within a safety-net health care system.
Collapse
Affiliation(s)
- Laura S Chiu
- Department of Medicine, Section of Gastroenterology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Kevin Z Huang
- Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Xixi Xu
- Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Timothy Heeren
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Rubiya Haque
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Paul S Schroy
- Department of Medicine, Section of Gastroenterology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| |
Collapse
|
7
|
Buchheit JT, Silver CM, Huang R, Hu YY, Bentrem DJ, Odell DD, Merkow RP. Association Between Racial and Socioeconomic Disparities and Hospital Performance in Treatment and Outcomes for Patients with Colon Cancer. Ann Surg Oncol 2024; 31:1075-1086. [PMID: 38062293 DOI: 10.1245/s10434-023-14607-9] [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: 07/21/2023] [Accepted: 10/31/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Disparities in colon cancer care and outcomes by race/ethnicity, socioeconomic status (SES), and insurance are well recognized; however, the extent to which inequalities are driven by patient factors versus variation in hospital performance remains unclear. We sought to compare disparities in care delivery and outcomes at low- and high-performing hospitals. METHODS We identified patients with stage I-III colon adenocarcinoma from the 2012-2017 National Cancer Database. Adequate lymphadenectomy and timely adjuvant chemotherapy administration defined hospital performance. Multilevel regression models evaluated disparities by race/ethnicity, SES, and insurance at the lowest- and highest-performance quartile hospitals. RESULTS Of 92,573 patients from 704 hospitals, 45,982 (49.7%) were treated at 404 low-performing hospitals and 46,591 (50.3%) were treated at 300 high-performing hospitals. Low-performing hospitals treated more non-Hispanic (NH) Black, Hispanic, low SES, and Medicaid patients (all p < 0.01). Among low-performing hospitals, patients with low versus high SES (odds ratio [OR] 0.87, 95% confidence interval [CI] 0.82-0.92), and Medicare (OR 0.90, 95% CI 0.85-0.96) and Medicaid (OR 0.88, 95% CI 0.80-0.96) versus private insurance, had decreased odds of receiving high-quality care. At high-performing hospitals, NH Black versus NH White patients (OR 0.83, 95% CI 0.72-0.95) had decreased odds of receiving high-quality care. Low SES, Medicare, Medicaid, and uninsured patients had worse overall survival at low- and high-performing hospitals (all p < 0.01). CONCLUSION Disparities in receipt of high-quality colon cancer care occurred by SES and insurance at low-performing hospitals, and by race at high-performing hospitals. However, survival disparities by SES and insurance exist irrespective of hospital performance. Future steps include improving low-performing hospitals and identifying mechanisms affecting survival disparities.
Collapse
Affiliation(s)
- Joanna T Buchheit
- Department of Surgery, Northwestern Quality Improvement, Research and Education in Surgery Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Casey M Silver
- Department of Surgery, Northwestern Quality Improvement, Research and Education in Surgery Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Reiping Huang
- Department of Surgery, Northwestern Quality Improvement, Research and Education in Surgery Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- American College of Surgeons, Chicago, IL, USA
| | - Yue-Yung Hu
- Department of Surgery, Northwestern Quality Improvement, Research and Education in Surgery Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital, Chicago, IL, USA
| | - David J Bentrem
- Department of Surgery, Northwestern Quality Improvement, Research and Education in Surgery Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - David D Odell
- Department of Surgery, Northwestern Quality Improvement, Research and Education in Surgery Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Ryan P Merkow
- American College of Surgeons, Chicago, IL, USA.
- Department of Surgery, University of Chicago Pritzker School of Medicine, Chicago, IL, USA.
| |
Collapse
|
8
|
Galadima H, Anson-Dwamena R, Johnson A, Bello G, Adunlin G, Blando J. Machine Learning as a Tool for Early Detection: A Focus on Late-Stage Colorectal Cancer across Socioeconomic Spectrums. Cancers (Basel) 2024; 16:540. [PMID: 38339293 PMCID: PMC10854986 DOI: 10.3390/cancers16030540] [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: 12/30/2023] [Revised: 01/19/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
PURPOSE To assess the efficacy of various machine learning (ML) algorithms in predicting late-stage colorectal cancer (CRC) diagnoses against the backdrop of socio-economic and regional healthcare disparities. METHODS An innovative theoretical framework was developed to integrate individual- and census tract-level social determinants of health (SDOH) with sociodemographic factors. A comparative analysis of the ML models was conducted using key performance metrics such as AUC-ROC to evaluate their predictive accuracy. Spatio-temporal analysis was used to identify disparities in late-stage CRC diagnosis probabilities. RESULTS Gradient boosting emerged as the superior model, with the top predictors for late-stage CRC diagnosis being anatomic site, year of diagnosis, age, proximity to superfund sites, and primary payer. Spatio-temporal clusters highlighted geographic areas with a statistically significant high probability of late-stage diagnoses, emphasizing the need for targeted healthcare interventions. CONCLUSIONS This research underlines the potential of ML in enhancing the prognostic predictions in oncology, particularly in CRC. The gradient boosting model, with its robust performance, holds promise for deployment in healthcare systems to aid early detection and formulate localized cancer prevention strategies. The study's methodology demonstrates a significant step toward utilizing AI in public health to mitigate disparities and improve cancer care outcomes.
Collapse
Affiliation(s)
- Hadiza Galadima
- School of Community and Environmental Health, Old Dominion University, Norfolk, VA 23529, USA; (R.A.-D.); (A.J.); (J.B.)
| | - Rexford Anson-Dwamena
- School of Community and Environmental Health, Old Dominion University, Norfolk, VA 23529, USA; (R.A.-D.); (A.J.); (J.B.)
| | - Ashley Johnson
- School of Community and Environmental Health, Old Dominion University, Norfolk, VA 23529, USA; (R.A.-D.); (A.J.); (J.B.)
| | - Ghalib Bello
- Department of Environmental Medicine & Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA;
| | - Georges Adunlin
- Department of Pharmaceutical, Social and Administrative Sciences, Samford University, Birmingham, AL 35229, USA;
| | - James Blando
- School of Community and Environmental Health, Old Dominion University, Norfolk, VA 23529, USA; (R.A.-D.); (A.J.); (J.B.)
| |
Collapse
|
9
|
Nemesure B, Mermelstein LK, Scarbrough KH. Does Community Affluence Improve Survival of Colorectal Cancer? AJPM FOCUS 2023; 2:100144. [PMID: 37941822 PMCID: PMC10628652 DOI: 10.1016/j.focus.2023.100144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/10/2023]
Abstract
Introduction Colorectal cancer is the second most common cause of cancer-related death in the U.S. Lower SES and lack of health insurance coverage are 2 known risk factors for lower colorectal cancer survival. The primary objective of this research is to evaluate the survival rates of patients diagnosed with colorectal cancer who reside in an affluent suburb and to examine factors that may impact mortality. Methods Information was collected from the Stony Brook Cancer Center registry for all cases of colorectal cancer diagnosed between 2010 and 2020. The Distressed Community Index, a proxy for SES based on geographic location and data obtained from the U.S. Census, was paired with patient ZIP codes to evaluate the impact of prosperity on survival. Chi-square tests, Kaplan-Meier survival curves, and hazard ratios are presented. Results Among 946 patients with colorectal cancer, more than half resided in a prosperous (Distressed Community Index ≤ 20) ZIP code. Age and sex were similar between Distressed Community Index groups; however, a significant association was found between Black race and Distressed Community Index score >20 (p<0.01). Patients who were married were more likely to live in a prosperous ZIP code (p<0.01), whereas those with Medicaid health insurance were more likely to reside in a nonprosperous community (p<0.01). More than 75% of cases were diagnosed at Stage 2 or higher, and survival rates at 1 year and 5 years were 84.6% and 59.2%, respectively. Stage at diagnosis and overall survival were not associated with Distressed Community Index status. Older age (≥70 years) (hazard ratio=2.43, 95% CI=1.18, 5.01) and late stage at diagnosis (hazard ratio= 12.24, 95% CI=6.86, 21.81) were found to be associated with increased mortality at 5 years. Conclusions In this relatively affluent study population from a tertiary care facility registry, improved survival rates among patients with colorectal cancer were not observed compared with national averages. Advanced stage of diagnosis and older age increased mortality in persons with colorectal cancer. Because early detection remains one of the most important tools for improving survival outcomes, efforts to increase screening education and reduce barriers as well as address challenges with screening adherence would likely benefit the population at risk, irrespective of community prosperity.
Collapse
Affiliation(s)
- Barbara Nemesure
- Department of Family, Population and Preventive Medicine, Stony Brook Medicine, Stony Brook, New York
| | | | - Kathleen H. Scarbrough
- Department of Family, Population and Preventive Medicine, Stony Brook Medicine, Stony Brook, New York
| |
Collapse
|
10
|
Inadomi JM. Cost-Effectiveness of Blood-Based Biomarkers for Colorectal Cancer Screening-An Ounce of Prevention Is Worth a Pound of Cure. JAMA Netw Open 2023; 6:e2343346. [PMID: 37971745 DOI: 10.1001/jamanetworkopen.2023.43346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2023] Open
Affiliation(s)
- John M Inadomi
- Department of Internal Medicine, The Spencer Fox Eccles School of Medicine at the University of Utah, Salt Lake City
| |
Collapse
|
11
|
Zhu B, Hu FH, Jia YJ, Zhao DY, Zhang WQ, Tang W, Hu SQ, Ge MW, Du W, Shen WQ, Chen HL. Socioeconomic status on survival outcomes in patients with colorectal cancer: a cross-sectional study. J Cancer Res Clin Oncol 2023; 149:15641-15655. [PMID: 37658279 DOI: 10.1007/s00432-023-05344-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 08/24/2023] [Indexed: 09/03/2023]
Abstract
BACKGROUND Colorectal cancer (CRC) is widely acknowledged as a prevalent malignancy and the second most common cause of cancer-related mortality worldwide. The aim of this study was to examine the independent impact of Median Household Income (MHI) on prognosis and survival outcomes in patients with CRC. METHODS Data from 17 cancer registries of the United States Surveillance, Epidemiology, and End Results program, with follow-up extended until November 2022 was analyzed. A Cox proportional hazards regression analysis was conducted to evaluate the influence of different levels of MHI on survival outcomes among patients with CRC. A total of 761,697 CRC patient records were retrieved from the SEER database. RESULTS The Cox regression analysis results indicated that patients with higher MHI exhibited improved overall survival outcomes when compared to those with lower MHI (MMHI: P < 0.001; HMHI: P < 0.001). Regardless of the specific tumor location, gender, stage of CRC, or treatment method, higher MHI is consistently linked to improved survival outcomes. However, this association was not found to be statistically significant among American Indian/Alaska Native (MMHI: P = 0.017; HMHI: P = 0.081), Asian or Pacific Islander (MMHI: P = 0.223; HMHI: P = 0.002) and unmarried or domestic partner patients (MMHI: P = 0.311; HMHI: P = 0.011). CONCLUSION These results emphasize the importance of considering socioeconomic factors, such as income level, in understanding and addressing disparities in survival outcomes of CRC patients.
Collapse
Affiliation(s)
- Bin Zhu
- Department of Hepatobiliary Surgery, Nantong First People's Hospital, The Second Affiliated Hospital of Nantong University, No. 666 Shengli Road, Nantong, People's Republic of China
| | - Fei-Hong Hu
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Yi-Jie Jia
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Dan-Yan Zhao
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Wan-Qing Zhang
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Wen Tang
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Shi-Qi Hu
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Meng-Wei Ge
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Wei Du
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Wang-Qin Shen
- Medical School of Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Hong-Lin Chen
- School of Public Health, Nantong University, Nantong, Jiangsu, 226001, People's Republic of China.
| |
Collapse
|
12
|
Ahmed FA, Wu VS, Kakish H, Rothermel L, Stein SL, Steinhagen E, Hoehn R. Adjuvant Chemotherapy Is Associated with Improved Survival for Stage III Colon Cancer When Initiated Beyond 8 Weeks. J Gastrointest Surg 2023; 27:1913-1924. [PMID: 37340108 DOI: 10.1007/s11605-023-05748-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/30/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND The National Comprehensive Cancer Network (NCCN) guidelines recommend adjuvant chemotherapy (AC) within 6-8 weeks of surgical resection for patients with stage III colon cancer. However, postoperative complications or prolonged surgical recovery may affect the receipt of AC. The aim of this study was to assess the utility of AC for patients with prolonged postoperative recovery. METHODS We queried the National Cancer Database (2010-2018) for patients with resected stage III colon cancer. Patients were categorized as having either normal or prolonged length of stay (PLOS: >7 days, 75th percentile). Multivariable Cox proportional hazard regression and logistic regressions were used to identify factors associated with overall survival and receipt of AC. RESULTS Of the 113,387 patients included, 30,196 (26.6%) experienced PLOS. Of the 88,115 (77.7%) patients who received AC, 22,707 (25.8%) initiated AC more than 8 weeks after surgery. Patients with PLOS were less likely to receive AC (71.5% vs. 80.0%, OR: 0.72, 95%CI=0.70-0.75) and displayed inferior survival (75 vs. 116 months, HR: 1.39, 95%CI=1.36-1.43). Receipt of AC was also associated with patient factors such as high socioeconomic status, private insurance, and White race (p<0.05 for all). AC within and after 8 weeks of surgery was associated with improved survival for patients with both normal LOS and PLOS (normal LOS: <8 weeks HR: 0.56, 95% CI: 0.54-0.59, >8 weeks HR: 0.68, 95% CI: 0.65-0.71; PLOS: <8 weeks HR: 0.51, 95% CI: 0.48-0.54, >8 weeks HR: 0.63, 95% CI 0.60-0.67). AC was associated with significantly improved survival if initiated up to 15 weeks postoperatively (normal LOS: HR: 0.72, 95%CI=0.61-0.85; PLOS: HR: 0.75, 95%CI=0.62-0.90), and very few patients (<3.0%) initiated AC beyond this time. CONCLUSION Receipt of AC for stage III colon cancer may be affected by surgical complications or otherwise prolonged recovery. Timely and even delayed AC (>8 weeks) are both associated with improved overall survival. These findings highlight the importance of delivering guideline-based systemic therapies, even after complicated surgical recovery.
Collapse
Affiliation(s)
- Fasih Ali Ahmed
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, Cleveland, OH, 44116, USA
| | - Victoria S Wu
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Hanna Kakish
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, Cleveland, OH, 44116, USA
| | - Luke Rothermel
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, Cleveland, OH, 44116, USA
| | - Sharon L Stein
- Department of Surgery, Division of Colorectal Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- UH RISES: Research in Surgical Outcomes and Effectiveness, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Emily Steinhagen
- Department of Surgery, Division of Colorectal Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Richard Hoehn
- Department of Surgery, Division of Surgical Oncology, University Hospitals Cleveland Medical Center, Cleveland, OH, 44116, USA.
| |
Collapse
|
13
|
Liu Y, Sun Z, Guo Y, Liu C, Tian S, Dong W. Construction and validation of a nomogram of risk factors and cancer-specific survival prognosis for combined lymphatic metastases in patients with early-onset colorectal cancer. Int J Colorectal Dis 2023; 38:128. [PMID: 37183238 DOI: 10.1007/s00384-023-04432-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/09/2023] [Indexed: 05/16/2023]
Abstract
PURPOSE This study aimed to investigate the risk and prognostic factors of lymph node metastasis (LNM) in early-onset colorectal cancer (EO-CRC) and to develop nomograms for quantitatively predicting LNM and the cancer-specific survival (CSS). METHODS A total of 22,405 EO-CRC patients were included in this study using the SEER database from 2010 to 2017. Logistic and Cox regression were used to identify risk and the potential prognostic factors, respectively, for EO-CRC with LNM. Subsequently, nomograms regarding the risk of LNM in EO-CRC patients and its corresponding CSS were constructed based on these factors. The discriminative ability, calibration and clinical usefulness of the nomograms were assessed by the area under the receiver operating characteristic (ROC) curves (AUC), calibration curves, and decision curve analysis (DCA). RESULTS T-stage and pathological grade were the most represented factors in the predicted LNM nomogram, while histological type and combined distant metastases were the most represented in the nomogram for CSS in EO-CRC patients with LNM (all P < 0.05). The nomogram constructed based on the prognostic factors screened by Cox regression had good performance with C-index of 0.807 and 0.802 for the training and validation cohorts, respectively. The calibration curve showed that the nomograms' predictions were in line with actual observations. Additionally, the ROC curves indicated good discrimination, and the DCA curves implied significant clinical utility of the nomograms. CONCLUSION The nomograms we constructed have significant performance in predicting the incidence and prognosis of LNM in EO-CRC patients, which may help clinicians to make better treatment decision making.
Collapse
Affiliation(s)
- Yupei Liu
- Department of Gastroenterology, Renmin Hospital of Wuhan University, No 99 Zhangzhidong Road, Wuhan, 430060, Hubei Province, China
| | - Zhiyi Sun
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Yinyun Guo
- Department of Gastroenterology, Renmin Hospital of Wuhan University, No 99 Zhangzhidong Road, Wuhan, 430060, Hubei Province, China
| | - Chuan Liu
- Department of Gastroenterology, Renmin Hospital of Wuhan University, No 99 Zhangzhidong Road, Wuhan, 430060, Hubei Province, China
| | - Shan Tian
- Department of Infection, Union Hospital of Tongji Medical College of Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Weiguo Dong
- Department of Gastroenterology, Renmin Hospital of Wuhan University, No 99 Zhangzhidong Road, Wuhan, 430060, Hubei Province, China.
| |
Collapse
|
14
|
Davis LE, Mahar AL, Strumpf EC. Agreement between individual and neighborhood income measures in patients with colorectal cancer in Canada. J Natl Cancer Inst 2023; 115:514-522. [PMID: 36708004 PMCID: PMC10165486 DOI: 10.1093/jnci/djad017] [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: 11/11/2022] [Revised: 01/18/2023] [Accepted: 01/23/2023] [Indexed: 01/29/2023] Open
Abstract
INTRODUCTION With increasing interest in income-related differences in cancer outcomes, accurate measurement of income is imperative. Misclassification of income can result in wrong conclusions as to the presence of income inequalities. We determined misclassification between individual- and neighborhood-level income and their association with overall survival among colorectal cancer (CRC) patients. METHODS The Canadian Census Health and Environment Cohorts were used to identify CRC patients diagnosed from 1992 to 2017. We used neighborhood income quintiles from Statistics Canada and created individual income quintiles from the same data sources to be as similar as possible. Agreement between individual and neighborhood income quintiles was measured using cross-tabulations and weighted kappa statistics. Cox proportional hazards and Lin semiparametric hazards models were used to determine the effects of individual and neighborhood income independently and jointly on survival. Analyses were also stratified by rural residence. RESULTS A total of 103 530 CRC patients were included in the cohort. There was poor agreement between individual and neighborhood income with only 17% of respondents assigned to the same quintile (weighted kappa = 0.18). Individual income had a greater effect on relative and additive survival than neighborhood income when modeled separately. The interaction between individual and neighborhood income demonstrated that the most at risk for poor survival were those in the lowest individual and neighborhood income quintiles. Misclassification was more likely to occur for patients residing in rural areas. CONCLUSION Cancer researchers should avoid using neighborhood income as a proxy for individual income, especially among patients with cancers with demonstrated inequalities by income.
Collapse
Affiliation(s)
- Laura E Davis
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada
| | - Alyson L Mahar
- Faculty of Health Sciences, School of Nursing, Queens University, Kingston, Canada
| | - Erin C Strumpf
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada
- Department of Economics, McGill University, Montreal, Canada
| |
Collapse
|
15
|
Zaki TA, Liang PS, May FP, Murphy CC. Racial and Ethnic Disparities in Early-Onset Colorectal Cancer Survival. Clin Gastroenterol Hepatol 2023; 21:497-506.e3. [PMID: 35716905 PMCID: PMC9835097 DOI: 10.1016/j.cgh.2022.05.035] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/18/2022] [Accepted: 05/24/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND Young adults diagnosed with colorectal cancer (CRC) comprise a growing, yet understudied, patient population. We estimated 5-year relative survival of early-onset CRC and examined disparities in survival by race-ethnicity in a population-based sample. METHODS We used the National Cancer Institute's Surveillance, Epidemiology, and End Results program of cancer registries to identify patients diagnosed with early-onset CRC (20-49 years of age) between January 1, 1992, and December 31, 2013. For each racial-ethnic group, we estimated 5-year relative survival, overall and by sex, tumor site, and stage at diagnosis. To illustrate temporal trends, we compared 5-year relative survival in 1992-2002 vs 2003-2013. We also used Cox proportional hazards regression models to examine the association of race-ethnicity and all-cause mortality, adjusting for age at diagnosis, sex, county type (urban vs rural), county-level median household income, tumor site, and stage at diagnosis. RESULTS We identified 33,777 patients diagnosed with early-onset CRC (58.5% White, 14.0% Black, 13.0% Asian, 14.5% Hispanic). Five-year relative survival ranged from 57.6% (Black patients) to 69.1% (White patients). Relative survival improved from 1992-2002 to 2003-2013 for White patients only; there was no improvement for Black, Asian, or Hispanic patients. This pattern was similar by sex, tumor site, and stage at diagnosis. In adjusted analysis, Black (adjusted hazard ratio [aHR], 1.42; 95% confidence interval [CI], 1.36-1.49), Asian (aHR, 1.06; 95% CI, 1.01-1.12), and Hispanic (aHR, 1.16; 95% CI, 1.10-1.21) race-ethnicity were associated with all-cause mortality. CONCLUSION Our study adds to the well-documented disparities in CRC in older adults by demonstrating persistent racial-ethnic disparities in relative survival and all-cause mortality in patients with early-onset CRC.
Collapse
Affiliation(s)
- Timothy A. Zaki
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Peter S. Liang
- Department of Medicine, New York University Langone Health, New York, New York,Department of Medicine, VA New York Harbor Health Care System, New York, New York
| | - Folasade P. May
- Vatche and Tamar Manoukian Division of Digestive Diseases, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California
| | - Caitlin C. Murphy
- Department of Health Promotion and Behavioral Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, Texas
| |
Collapse
|
16
|
Brand NR, Greenberg AL, Chiou SH, Adam M, Sarin A. Association of Distance, Region, and Insurance With Advanced Colon Cancer at Initial Diagnosis. JAMA Netw Open 2022; 5:e2229954. [PMID: 36053538 PMCID: PMC9440391 DOI: 10.1001/jamanetworkopen.2022.29954] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
This cross-sectional study examines factors associated with the stage at which colon cancer is diagnosed.
Collapse
Affiliation(s)
- Nathan R. Brand
- Department of Surgery, University of California San Francisco
| | | | - Sy H. Chiou
- Department of Mathematical Sciences, University of Texas at Dallas, Richardson
| | - Mohamed Adam
- Department of Surgery, University of California San Francisco
| | - Ankit Sarin
- Department of Surgery, University of California San Francisco
| |
Collapse
|
17
|
Bradley CJ, Simon K, Winkfield K, Moy B. Enhancing Health Equity Through Cancer Health Economics Research. J Natl Cancer Inst Monogr 2022; 2022:74-78. [PMID: 35788369 DOI: 10.1093/jncimonographs/lgab018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 12/10/2021] [Indexed: 11/14/2022] Open
Abstract
Cancer displays some of the largest health-equity concerns of all diseases. This paper draws attention to how health economics research can assess strategies to reduce or even eliminate health disparities and provides pivotal examples of existing research as well as areas for future contributions. The paper also highlights critical data limitations that currently restrain the impact health economics research could have. We then explore new areas of inquiry where economic research is sparse but could have an important impact on health equity, particularly in topics involving Medicare and Medicaid policies that expand reimbursement and generosity of coverage. Health economics studies are notably absent from policies and practices surrounding clinical trials, representing an opportunity for future research. We urge health economics researchers to consider experiments, interventions, and assessments through primary data collection; we further encourage the formulation of multidisciplinary teams to ensure that health economics skills are well melded with other areas of expertise. These teams are needed to maximize novelty and rigor of evidence. As policies are promulgated to address disparities in cancer, involvement of economics in a multidisciplinary context can help ensure that these policies do not have unintended impacts that may deepen inequities.
Collapse
Affiliation(s)
- Cathy J Bradley
- Colorado School of Public Health, Department of Health Systems, Management and Policy and University of Colorado Cancer Center, University of Colorado Anschutz, Aurora, CO, USA
| | - Kosali Simon
- O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington, IN, USA
| | - Karen Winkfield
- Meharry-Vanderbilt Alliance, Wake Forest University, Winston-Salem, NC, USA
| | - Beverly Moy
- Department of Medicine, Harvard Medical School, Breast Oncology Program, Massachusetts General Hospital Cancer Center, Boston, MA, USA
| |
Collapse
|