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Published in: Annals of Surgical Oncology 2/2020

01-02-2020 | Cholangiocarcinoma | Health Services Research and Global Oncology

Size and Importance of Socioeconomic Status-Based Disparities in Use of Surgery in Nonadvanced Stage Gastrointestinal Cancers

Authors: Douglas S. Swords, MD, MS, Sean J. Mulvihill, MD, Benjamin S. Brooke, MD, PhD, Matthew A. Firpo, PhD, Courtney L. Scaife, MD

Published in: Annals of Surgical Oncology | Issue 2/2020

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Abstract

Background

The size and importance of socioeconomic status (SES)-based disparities in use of surgery for non-advanced stage gastrointestinal (GI) cancers have not been quantified.

Methods

The exposure in this study of patients age 18–80 with one of nine non-advanced stage GI cancers in the 2007–2015 SEER database was a census tract-level SES composite. Multivariable models assessed associations of SES with use of surgery. Causal mediation analysis was used to estimate the proportion of survival disparities in SES quintiles 1 versus 5 that were mediated by disparities in use of surgery.

Results

Lowest SES quintile patients underwent surgery at significantly lower rates than highest quintile patients in each cancer. SES-based disparities in use of surgery were large and graded in esophagus adenocarcinoma, intrahepatic and extrahepatic cholangiocarcinoma, and pancreatic adenocarcinoma. Smaller but clinically relevant disparities were present in stomach, ampulla, and small bowel adenocarcinoma, whereas disparities were small in colorectal adenocarcinoma. Five-year all-stage overall survival (OS) was correlated with the size of disparities in use of surgery in SES quintiles 1 versus 5 (r = − 0.87; p = 0.003). Mean OS was significantly longer (range 3.5–8.9 months) in SES quintile 5 versus 1. Approximately one third of SES-based survival disparities in poor prognosis GI cancers were mediated by disparities in use of surgery. The size of disparities in use of surgery in SES quintiles 1 versus 5 was correlated with the proportion mediated (r = 0.98; p < 0.001).

Conclusions

Low SES patients with poor prognosis GI cancers are at substantial risk of undertreatment. Disparities in use of surgery contribute to diminished survival.
Appendix
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Literature
1.
go back to reference Siegel RL, Miller KD, Jemal A. Cancer statistics, 2019. CA Cancer J Clin. 2019;69(1):7–34.CrossRef Siegel RL, Miller KD, Jemal A. Cancer statistics, 2019. CA Cancer J Clin. 2019;69(1):7–34.CrossRef
2.
go back to reference Singh GK, Jemal A. Socioeconomic and racial/ethnic disparities in cancer mortality, incidence, and survival in the United States, 1950–2014: over six decades of changing patterns and widening inequalities. J Environ Public Health. 2017;2017:2819372.CrossRef Singh GK, Jemal A. Socioeconomic and racial/ethnic disparities in cancer mortality, incidence, and survival in the United States, 1950–2014: over six decades of changing patterns and widening inequalities. J Environ Public Health. 2017;2017:2819372.CrossRef
3.
go back to reference McGhan LJ, Etzioni DA, Gray RJ, Pockaj BA, Coan KE, Wasif N. Underuse of curative surgery for early stage upper gastrointestinal cancers in the United States. J Surg Res. 2012;177(1):55–62.CrossRef McGhan LJ, Etzioni DA, Gray RJ, Pockaj BA, Coan KE, Wasif N. Underuse of curative surgery for early stage upper gastrointestinal cancers in the United States. J Surg Res. 2012;177(1):55–62.CrossRef
4.
go back to reference Shapiro M, Chen Q, Huang Q, et al. Associations of socioeconomic variables with resection, stage, and survival in patients with early-stage pancreatic cancer. JAMA Surg. 2016;151(4):338–45.CrossRef Shapiro M, Chen Q, Huang Q, et al. Associations of socioeconomic variables with resection, stage, and survival in patients with early-stage pancreatic cancer. JAMA Surg. 2016;151(4):338–45.CrossRef
5.
go back to reference Michalski CW, Liu B, Heckler M, et al. Underutilization of surgery in periampullary cancer treatment. J Gastrointest Surg. 2019;23(5):959–65.CrossRef Michalski CW, Liu B, Heckler M, et al. Underutilization of surgery in periampullary cancer treatment. J Gastrointest Surg. 2019;23(5):959–65.CrossRef
6.
go back to reference Boswort B. Increasing disparities in mortality by socioeconomic status. Annu Rev Public Health. 2018;39:237–51.CrossRef Boswort B. Increasing disparities in mortality by socioeconomic status. Annu Rev Public Health. 2018;39:237–51.CrossRef
7.
go back to reference Bilimoria KY, Bentrem DJ, Ko CY, Stewart AK, Winchester DP, Talamonti MS. National failure to operate on early stage pancreatic cancer. Ann Surg. 2007;246(2):173–80.CrossRef Bilimoria KY, Bentrem DJ, Ko CY, Stewart AK, Winchester DP, Talamonti MS. National failure to operate on early stage pancreatic cancer. Ann Surg. 2007;246(2):173–80.CrossRef
8.
go back to reference Frohman HA, Martin JT, Le AT, Dineen SP, Tzeng CD. Failure to operate on resectable gastric cancer: implications for policy changes and regionalization. J Surg Res. 2017;214:229–39.CrossRef Frohman HA, Martin JT, Le AT, Dineen SP, Tzeng CD. Failure to operate on resectable gastric cancer: implications for policy changes and regionalization. J Surg Res. 2017;214:229–39.CrossRef
9.
go back to reference Liu N, Molena D, Stem M, Blackford AL, Sewell DB, Lidor AO. Underutilization of treatment for regional gastric cancer among the elderly in the USA. J Gastrointest Surg. 2018;22(6):955–63.CrossRef Liu N, Molena D, Stem M, Blackford AL, Sewell DB, Lidor AO. Underutilization of treatment for regional gastric cancer among the elderly in the USA. J Gastrointest Surg. 2018;22(6):955–63.CrossRef
10.
go back to reference Swords DS, Mulvihill SJ, Skarda DE, et al. Hospital-level variation in utilization of surgery for clinical stage I–II pancreatic adenocarcinoma. Ann Surg. 2019;269(1):133–42.CrossRef Swords DS, Mulvihill SJ, Skarda DE, et al. Hospital-level variation in utilization of surgery for clinical stage I–II pancreatic adenocarcinoma. Ann Surg. 2019;269(1):133–42.CrossRef
11.
go back to reference 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. 2019;165(4):751–9.CrossRef 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. 2019;165(4):751–9.CrossRef
14.
go back to reference Lordick F, Mariette C, Haustermans K, Obermannova R, Arnold D. Oesophageal cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2016;27(suppl 5):v51–5.CrossRef Lordick F, Mariette C, Haustermans K, Obermannova R, Arnold D. Oesophageal cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2016;27(suppl 5):v51–5.CrossRef
15.
go back to reference Taylor LJ, Greenberg CC, Lidor AO, Leverson GE, Maloney JD, Macke RA. Utilization of surgical treatment for local and locoregional esophageal cancer: analysis of the National Cancer Data Base. Cancer. 2017;123(3):410–9.CrossRef Taylor LJ, Greenberg CC, Lidor AO, Leverson GE, Maloney JD, Macke RA. Utilization of surgical treatment for local and locoregional esophageal cancer: analysis of the National Cancer Data Base. Cancer. 2017;123(3):410–9.CrossRef
16.
go back to reference Yu M, Tatalovich Z, Gibson JT, Cronin KA. Using a composite index of socioeconomic status to investigate health disparities while protecting the confidentiality of cancer registry data. Cancer Causes Control. 2014;25(1):81–92.CrossRef Yu M, Tatalovich Z, Gibson JT, Cronin KA. Using a composite index of socioeconomic status to investigate health disparities while protecting the confidentiality of cancer registry data. Cancer Causes Control. 2014;25(1):81–92.CrossRef
17.
go back to reference Liu L, Deapen D, Bernstein L. Socioeconomic status and cancers of the female breast and reproductive organs: a comparison across racial/ethnic populations in Los Angeles County, California (United States). Cancer Causes Control. 1998;9(4):369–80.CrossRef Liu L, Deapen D, Bernstein L. Socioeconomic status and cancers of the female breast and reproductive organs: a comparison across racial/ethnic populations in Los Angeles County, California (United States). Cancer Causes Control. 1998;9(4):369–80.CrossRef
18.
go back to reference Yost K, Perkins C, Cohen R, Morris C, Wright W. Socioeconomic status and breast cancer incidence in California for di. Cancer Causes Control. 2001;12(8):703–11.CrossRef Yost K, Perkins C, Cohen R, Morris C, Wright W. Socioeconomic status and breast cancer incidence in California for di. Cancer Causes Control. 2001;12(8):703–11.CrossRef
20.
go back to reference Schisterman EF, Cole SR, Platt RW. Over adjustment bias and unnecessary adjustment in epidemiologic studies. Epidemiology. 2009;20(4):488–95.CrossRef Schisterman EF, Cole SR, Platt RW. Over adjustment bias and unnecessary adjustment in epidemiologic studies. Epidemiology. 2009;20(4):488–95.CrossRef
21.
go back to reference Sauer BC, Brookhart A, Roy J, Vanderweele T. A review of covariate selection for non-experimental comparative effectiveness research. Pharmacoepidemiol Drug Saf. 2013;22(11):1139–45.CrossRef Sauer BC, Brookhart A, Roy J, Vanderweele T. A review of covariate selection for non-experimental comparative effectiveness research. Pharmacoepidemiol Drug Saf. 2013;22(11):1139–45.CrossRef
22.
go back to reference Norton EC, Dowd BE, Maciejewski ML. Odds ratios—current best practice and use. JAMA. 2018;320(1):84–5.CrossRef Norton EC, Dowd BE, Maciejewski ML. Odds ratios—current best practice and use. JAMA. 2018;320(1):84–5.CrossRef
23.
go back to reference Norton EC, Miller MM, Kleinman LC. Computing adjusted risk ratios and risk differences in Stata. Stata J. 2013;13(3):492–509.CrossRef Norton EC, Miller MM, Kleinman LC. Computing adjusted risk ratios and risk differences in Stata. Stata J. 2013;13(3):492–509.CrossRef
24.
go back to reference Uno H, Claggett B, Tian L, et al. Moving beyond the hazard ratio in quantifying the between-group difference in survival analysis. J Clin Oncol. 2014;32(22):2380–5.CrossRef Uno H, Claggett B, Tian L, et al. Moving beyond the hazard ratio in quantifying the between-group difference in survival analysis. J Clin Oncol. 2014;32(22):2380–5.CrossRef
25.
go back to reference Baugh KA, Tran Cao HS, van Buren G 2nd, et al. Understaging of clinical stage I pancreatic cancer and the impact of multimodality therapy. Surgery. 2019;165(2):307–14.CrossRef Baugh KA, Tran Cao HS, van Buren G 2nd, et al. Understaging of clinical stage I pancreatic cancer and the impact of multimodality therapy. Surgery. 2019;165(2):307–14.CrossRef
26.
go back to reference Swords DS, Firpo MA, Johnson KM, Boucher KM, Scaife CL, Mulvihill SJ. Implications of inaccurate clinical nodal staging in pancreatic adenocarcinoma. Surgery. 2017;162(1):104–11.CrossRef Swords DS, Firpo MA, Johnson KM, Boucher KM, Scaife CL, Mulvihill SJ. Implications of inaccurate clinical nodal staging in pancreatic adenocarcinoma. Surgery. 2017;162(1):104–11.CrossRef
27.
go back to reference VanderWeele TJ. Policy-relevant proportions for direct effects. Epidemiology. 2013;24(1):175–6.CrossRef VanderWeele TJ. Policy-relevant proportions for direct effects. Epidemiology. 2013;24(1):175–6.CrossRef
28.
go back to reference VanderWeele TJ. A unification of mediation and interaction: a 4-way decomposition. Epidemiology. 2014;25(5):749–61.CrossRef VanderWeele TJ. A unification of mediation and interaction: a 4-way decomposition. Epidemiology. 2014;25(5):749–61.CrossRef
30.
go back to reference Lufti W, Zenati M, Zureikat A, Zeh H, Hogg M. Health disparities impact expected treatment of pancreatic ductal adenocarcinoma nationally. Ann Surg Oncol. 2018;25(7)1860–7.CrossRef Lufti W, Zenati M, Zureikat A, Zeh H, Hogg M. Health disparities impact expected treatment of pancreatic ductal adenocarcinoma nationally. Ann Surg Oncol. 2018;25(7)1860–7.CrossRef
31.
go back to reference McDowell BD, Chapman CG, Smith B.J., Button A.M., Chrischilles EA, Mezhir JJ. Pancreatectomy predicts improved survival for pancreatic adenocarcinoma: results of an instrumental variable analysis. Ann Surg. 2015;261(4):740–5.CrossRef McDowell BD, Chapman CG, Smith B.J., Button A.M., Chrischilles EA, Mezhir JJ. Pancreatectomy predicts improved survival for pancreatic adenocarcinoma: results of an instrumental variable analysis. Ann Surg. 2015;261(4):740–5.CrossRef
33.
go back to reference Sridhar P, Misir P, Kwak H, et al. Impact of race, insurance status, and primary language on the presentation, treatment, and outcomes of patients with pancreatic adenocarcinoma at a safety-net hospital. J Am Coll Surg. 2019;229(4):389–96.CrossRef Sridhar P, Misir P, Kwak H, et al. Impact of race, insurance status, and primary language on the presentation, treatment, and outcomes of patients with pancreatic adenocarcinoma at a safety-net hospital. J Am Coll Surg. 2019;229(4):389–96.CrossRef
Metadata
Title
Size and Importance of Socioeconomic Status-Based Disparities in Use of Surgery in Nonadvanced Stage Gastrointestinal Cancers
Authors
Douglas S. Swords, MD, MS
Sean J. Mulvihill, MD
Benjamin S. Brooke, MD, PhD
Matthew A. Firpo, PhD
Courtney L. Scaife, MD
Publication date
01-02-2020
Publisher
Springer International Publishing
Published in
Annals of Surgical Oncology / Issue 2/2020
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-019-07922-7

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