Display options
Share it on

Ann Surg Oncol. 2022 Jan 10; doi: 10.1245/s10434-021-11250-0. Epub 2022 Jan 10.

Socioeconomic Disparities in Pancreas Cancer Resection and Survival in the Veterans Health Administration.

Annals of surgical oncology

Jonathan Pastrana Del Valle, Nathanael R Fillmore, George Molina, Mark Fairweather, Jiping Wang, Thomas E Clancy, Stanley W Ashley, Richard D Urman, Edward E Whang, Jason S Gold

Affiliations

  1. Surgical Service, VA Boston Healthcare System, West Roxbury, MA, USA.
  2. Department of Surgery, Beth Israel Deaconess Medical Center, Boston, MA, USA.
  3. Harvard Medical School, Boston, MA, USA.
  4. Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Jamaica Plain, MA, USA.
  5. Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.
  6. Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Boston, MA, USA.
  7. Surgical Service, VA Boston Healthcare System, West Roxbury, MA, USA. [email protected].
  8. Harvard Medical School, Boston, MA, USA. [email protected].
  9. Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA. [email protected].

PMID: 35006509 DOI: 10.1245/s10434-021-11250-0

Abstract

BACKGROUND: Disparities based on socioeconomic factors such as race, ethnicity, marital status, and insurance status are associated with pancreatic cancer resection, but these disparities are usually not observed for survival after resection. It is unknown if there are disparities when patients undergo their treatment in a non-fee-for-service, equal-access healthcare system such as the Veterans Health Administration (VHA).

METHODS: Patients having T1-T3 M0 pancreatic adenocarcinoma diagnosed between 2006 and 2017 were identified from the VHA Corporate Data Warehouse. Socioeconomic, demographic, and tumor variables associated with resection and survival were assessed.

RESULTS: In total, 2580 patients with early-stage pancreatic cancer were identified. The resection rate was 36.5%. Surgical resection was independently associated with younger age [odds ratio (OR) 0.94, p < 0.001], White race (OR 1.35, p = 0.028), married status (OR 1.85, p = 0.001), and employment status (retired vs. unemployed, OR 1.41, p = 0.008). There were no independent associations with Hispanic ethnicity, geographic region, or Social Deprivation Index. Resection was associated with significantly improved survival (median 21 vs. 8 months, p = 0.001). Among resected patients, survival was independently associated with younger age (HR 1.019, p = 0.002), geographic region (South vs. Pacific West, HR 0.721, p = 0.005), and employment (employed vs. unemployed, HR 0.752, p = 0.029). Race, Hispanic ethnicity, marital status, and Social Deprivation Index were not independently associated with survival after resection.

CONCLUSIONS: Race, marital status, and employment status are independently associated with resection of pancreatic cancer in the VHA, whereas geographic region and employment status are independently associated with survival after resection. Further studies are warranted to determine the basis for these inequities.

© 2021. This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply.

References

  1. Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer statistics, 2021. CA Cancer J Clin. 2021;71(1):7–33. - PubMed
  2. Rahib L, Smith BD, Aizenberg R, Rosenzweig AB, Fleshman JM, Matrisian LM. Projecting cancer incidence and deaths to 2030: the unexpected burden of thyroid, liver, and pancreas cancers in the United States. Cancer Res. 2014;74(11):2913–21. - PubMed
  3. 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. - PubMed
  4. 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. - PubMed
  5. Shaib Y, Davila J, Naumann C, El-Serag H. The impact of curative intent surgery on the survival of pancreatic cancer patients: a U.S. population-based study. Am J Gastroenterol. 2007;102(7):1377–82. - PubMed
  6. 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. - PubMed
  7. Bilimoria KY, Bentrem DJ, Tomlinson JS, et al. Quality of pancreatic cancer care at Veterans Administration compared with non-Veterans Administration hospitals. Am J Surg. 2007;194(5):588–93. - PubMed
  8. Khawja SN, Mohammed S, Silberfein EJ, Musher BL, Fisher WE, Van Buren G. Pancreatic cancer disparities in African Americans. Pancreas. 2015;44(4):522–7. - PubMed
  9. Cervantes A, Waymouth EK, Petrov MS. African-Americans and Indigenous Peoples have increased burden of diseases of the exocrine pancreas: a systematic review and meta-analysis. Dig Dis Sci. 2019;64(1):249–61. - PubMed
  10. Blanco BA, Poulson M, Kenzik KM, McAneny DB, Tseng JF, Sachs TE. The impact of residential segregation on pancreatic cancer diagnosis, treatment, and mortality. Ann Surg Oncol. 2020;28:3147. - PubMed
  11. Noel M, Fiscella K. Disparities in pancreatic cancer treatment and outcomes. Health Equity. 2019;3(1):532–40. - PubMed
  12. Shah A, Chao KS, Ostbye T, et al. Trends in racial disparities in pancreatic cancer surgery. J Gastrointest Surg. 2013;17(11):1897–906. - PubMed
  13. Molina G, Clancy TE, Tsai TC, Lam M, Wang J. Racial disparity in pancreatoduodenectomy for borderline resectable pancreatic adenocarcinoma. Ann Surg Oncol. 2021;28(2):1088–96. - PubMed
  14. Murphy MM, Simons JP, Ng SC, et al. Racial differences in cancer specialist consultation, treatment, and outcomes for locoregional pancreatic adenocarcinoma. Ann Surg Oncol. 2009;16(11):2968–77. - PubMed
  15. Heller DR, Nicolson NG, Ahuja N, Khan S, Kunstman JW. Association of treatment inequity and ancestry with pancreatic ductal adenocarcinoma survival. JAMA Surg. 2020;155(2):e195047. - PubMed
  16. Riall TS, Townsend CM Jr, Kuo YF, Freeman JL, Goodwin JS. Dissecting racial disparities in the treatment of patients with locoregional pancreatic cancer: a 2-step process. Cancer. 2010;116(4):930–9. - PubMed
  17. Singal V, Singal AK, Kuo YF. Racial disparities in treatment for pancreatic cancer and impact on survival: a population-based analysis. J Cancer Res Clin Oncol. 2012;138(4):715–22. - PubMed
  18. Zhu F, Wang H, Ashamalla H. Racial and socioeconomic disparities in the treatments and outcomes of pancreatic cancer among different treatment facility types. Pancreas. 2020;49(10):1355–63. - PubMed
  19. Liu JH, Zingmond DS, McGory ML, SooHoo NF, Ettner SL, Brook RH, Ko CY. Disparities in the utilization of high-volume hospitals for complex surgery. JAMA. 2006;296(293):1973–80. - PubMed
  20. Shavers VL, Harlan LC, Jackson M, Robinson J. Racial/ethnic patterns of care for pancreatic cancer. J Palliat Med. 2009;12(7):623–30. - PubMed
  21. Deville C Jr, Lee WR. Reconciling outcomes for Black men with prostate cancer within and outside the Veterans Health Administration. Cancer. 2021;127(3):342–4. - PubMed
  22. Peterson K, Anderson J, Boundy E, Ferguson L, McCleery E, Waldrip K. Mortality disparities in racial/ethnic minority groups in the Veterans Health Administration: an evidence review and map. Am J Public Health. 2018;108(3):e1–11. - PubMed
  23. Graham-Steed T, Uchio E, Wells CK, Aslan M, Ko J, Concato J. “Race” and prostate cancer mortality in equal-access healthcare systems. Am J Med. 2013;126(12):1084–8. - PubMed
  24. Riviere P, Luterstein E, Kumar A, et al. Survival of African American and non-Hispanic white men with prostate cancer in an equal-access health care system. Cancer. 2020;126(8):1683–90. - PubMed
  25. Zullig LL, Carpenter WR, Provenzale D, Weinberger M, Reeve BB, Jackson GL. Examining potential colorectal cancer care disparities in the Veterans Affairs health care system. J Clin Oncol. 2013;31(28):3579–84. - PubMed
  26. Zullig LL, Jackson GL, Weinberger M, Provenzale D, Reeve BB, Carpenter WR. An examination of racial differences in process and outcome of colorectal cancer care quality among users of the veterans affairs health care system. Clin Colorectal Cancer. 2013;12(4):255–60. - PubMed
  27. Voora RS, Kotha NV, Kumar A, et al. Association of race and health care system with disease stage and survival in veterans with larynx cancer. Cancer. 2021;127:2705. - PubMed
  28. Ganti AK, Subbiah SP, Kessinger A, Gonsalves WI, Silberstein PT, Loberiza FR Jr. Association between race and survival of patients with non-small-cell lung cancer in the United States veterans affairs population. Clin Lung Cancer. 2014;15(2):152–8. - PubMed
  29. Fillmore NR, Yellapragada SV, Ifeorah C, et al. With equal access, African American patients have superior survival compared to white patients with multiple myeloma: a VA study. Blood. 2019;133(24):2615–8. - PubMed
  30. McKay RR, Sarkar RR, Kumar A, et al. Outcomes of Black men with prostate cancer treated with radiation therapy in the Veterans Health Administration. Cancer. 2021;127(3):403–11. - PubMed
  31. Williams CD, Salama JK, Moghanaki D, Karas TZ, Kelley MJ. Impact of race on treatment and survival among U.S. veterans with early-stage lung cancer. J Thorac Oncol. 2016;11(10):1672–81. - PubMed
  32. Earles A, Liu L, Bustamante R, et al. Structured approach for evaluating strategies for cancer ascertainment using large-scale electronic health record data. JCO Clin Cancer Inform. 2018;2:1–12. - PubMed
  33. U.S. Department of Commerce Economics and Statistics Administration U.S. Census Bureau. https://www2.census.gov/geo/pdfs/maps-data/maps/reference/us_regdiv.pdf . - PubMed
  34. U.S. Census Bureau’s American Community Survey (ACS). https://www.census.gov/programs-surveys/acs/ . - PubMed
  35. Butler DC, Petterson S, Phillips RL, Bazemore AW. Measures of social deprivation that predict health care access and need within a rational area of primary care service delivery. Health Serv Res. 2013;48(2 Pt 1):539–59. - PubMed
  36. Robert Graham Center-Social Deprivation Index https://www.graham-center.org/rgc/maps-data-tools/sdi/social-deprivation-index.html . - PubMed
  37. Samuel CA, Landrum MB, McNeil BJ, Bozeman SR, Williams CD, Keating NL. Racial disparities in cancer care in the Veterans Affairs health care system and the role of site of care. Am J Public Health. 2014;104(Suppl 4):S562-571. - PubMed
  38. Wong MS, Hoggatt KJ, Steers WN, et al. Racial/ethnic disparities in mortality across the Veterans Health Administration. Health Equity. 2019;3(1):99–108. - PubMed
  39. Williams CD, Alpert N, Redding TS, et al. Racial differences in treatment and survival among veterans and non-veterans with stage I NSCLC: an evaluation of Veterans Affairs and SEER-Medicare populations. Cancer Epidemiol Biomarkers Prev. 2020;29(1):112–8. - PubMed
  40. Lee S, Reha JL, Tzeng CW, et al. Race does not impact pancreatic cancer treatment and survival in an equal access federal health care system. Ann Surg Oncol. 2013;20(13):4073–9. - PubMed
  41. Aizer AA, Chen MH, McCarthy EP, et al. Marital status and survival in patients with cancer. J Clin Oncol. 2013;31(31):3869–76. - PubMed
  42. Baine M, Sahak F, Lin C, Chakraborty S, Lyden E, Batra SK. Marital status and survival in pancreatic cancer patients: a SEER based analysis. PLoS ONE. 2011;6(6):e21052. - PubMed
  43. Swords DS, Mulvihill SJ, Brooke BS, Firpo MA, Scaife CL. Size and importance of socioeconomic status-based disparities in use of surgery in nonadvanced stage gastrointestinal cancers. Ann Surg Oncol. 2020;27(2):333–41. - PubMed
  44. Murphy MM, Simons JP, Hill JS, et al. Pancreatic resection: a key component to reducing racial disparities in pancreatic adenocarcinoma. Cancer. 2009;115(17):3979–90. - PubMed
  45. Zell JA, Rhee JM, Ziogas A, Lipkin SM, Anton-Culver H. Race, socioeconomic status, treatment, and survival time among pancreatic cancer cases in California. Cancer Epidemiol Biomarkers Prev. 2007;16(3):546–52. - PubMed

Publication Types

Grant support