Increased Risk of Malignancy with Immunosuppression: A Population-Based Analysis of Texas Medicare Beneficiaries
Abstract
:Simple Summary
Abstract
1. Background
2. Methods
2.1. Data Source
2.2. Cohort
2.3. Measures
2.4. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Hosseini, A.; Gharibi, T.; Marofi, F.; Babaloo, Z.; Baradaran, B. CTLA-4: From Mechanism to Autoimmune Therapy. Int. Immunopharmacol. 2020, 80, 106221. [Google Scholar] [CrossRef]
- Morren, J.; Li, Y. Maintenance Immunosuppression in Myasthenia Gravis, An Update. J. Neurol Sci. 2020, 410, 116648. [Google Scholar] [CrossRef]
- Page, A.; Fusil, F.; Cosset, F.L. Antigen-specific Tolerance Approach for Rheumatoid Arthritis: Past, Present and Future. Jt. Bone Spine 2021, 88, 105164. [Google Scholar] [CrossRef]
- Durcan, L.; O’Dwyer, T.; Petri, M. Management Strategies and Future Directions for Systemic Lupus Erythematosus in Adults. Lancet 2019, 393, 2332–2343. [Google Scholar] [CrossRef] [PubMed]
- Perelas, A.; Silver, R.M.; Arrossi, A.V.; Highland, K.B. Systemic Sclerosis-associated Interstitial Lung Disease. Lancet Respir. Med. 2020, 8, 304–320. [Google Scholar] [CrossRef]
- Hariharan, S.; Johnson, C.P.; Bresnahan, B.A.; Taranto, S.E.; McIntosh, M.J.; Stabkeub, D. Improved Graft Survival After Renal Transplantation in the United States, 1988 to 1996. N. Engl. J. Med. 2000, 342, 605–612. [Google Scholar] [CrossRef] [PubMed]
- Wolfe, R.A.; Ashby, V.B.; Milford, E.L.; Ojo, A.O.; Ettenger, R.E.; Agodoa, L.Y.; Held, P.J.; Port, F.K. Comparison of Mortality in All Patients on Dialysis, Patients on Dialysis Awaiting Transplantation, and Recipients of a First Cadaveric Transplant. N. Engl. J. Med. 1999, 341, 1725–1730. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cameron, J.I.; Whiteside, C.; Katz, J.; Devins, G.M. Differences in Quality of Life Across Renal Replacement Therapies: A Meta-analytic Comparison. Am. J. Kidney Dis. 2000, 35, 629–637. [Google Scholar] [CrossRef] [Green Version]
- Dhabhar, F.S. Effects of Stress on Immune Function: The Good, the Bad, and the Beautiful. Immunol. Res. 2014, 58, 193–210. [Google Scholar] [CrossRef]
- Zeier, M.; Hartschuh, W.; Wiesel, M.; Lehnert, T.; Ritz, E. Malignancy after Renal Transplantation. Am. J. Kidney Dis. 2002, 39, E5. [Google Scholar] [CrossRef]
- Brunner, F.P.; Landais, P.; Selwood, N.H. Malignancies After Renal Transplantation: The EDTA-ERA Registry Experience. Nephrol. Dial. Transplant. 1995, 10, 74–80. [Google Scholar] [CrossRef]
- McGlynn, K.A.; Petrick, J.L.; El-Serag, H.B. Epidemiology of Hepatocellular Carcinoma. Hepatology 2021, 73 (Suppl. S1), 4–13. [Google Scholar] [CrossRef] [PubMed]
- Stallone, G.; Infante, B.; Grandaliano, G.; Schena, F.P.; Gesualdo, L. Kaposi’s Sarcoma and mTOR: A Crossroad between Viral Infection Neoangiogenesis and Immunosuppression. Transpl. Int. 2008, 21, 825–832. [Google Scholar] [CrossRef]
- Levine, E. Renal Cell Carcinoma in Uremic Acquired Renal Cystic Disease: Incidence, Detection, and Management. Urol. Radiol. 1992, 13, 203–210. [Google Scholar] [CrossRef]
- [Dataset] US Cancer Statistics. Working United States Cancer Statistics: 1999–2011 Incidence and Mortality Web-Based Report. Centers for Disease Control and Prevention and National Cancer Institute. Available online: https://www.cdc.gov/cancer/uscs/index.htm (accessed on 5 October 2022).
- Cicalese, L.; Curcuru, G.; Montalbano, M.; Shirafkan, A.; Georgiadis, J.; Rastellini, C. Hazardous Air Pollutants and Primary Liver Cancer in Texas. PLoS ONE 2017, 12, e0185610. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cicalese, L.; Raun, L.; Shirafkan, A.; Campos, L.; Zorzi, D.; Montalbano, M.; Rhoads, C.; Gazis, V.; Ensor, K.; Rastellini, C. An Ecological Study of the Association between Air Pollution and Hepatocellular Carcinoma Incidence in Texas. Liver Cancer 2017, 6, 287–296. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Williams, S.B.; Shan, Y.; Jazzar, U.; Kerr, S.K.; Okereke, I.; Klimberg, V.S.; Tyler, D.S.; Putluri, N.; Lopez, D.S.; Prochaska, J.D.; et al. Proximity to Oil Refineries and Risk of Cancer: A Population-based Analysis. JNCI Cancer Spectr. 2020, 4, pkaa088. [Google Scholar] [CrossRef]
- Guillemin, A.; Rousseau, B.; Neuzillet, C.; Joly, C.; Boussion, H.; Grimbert, P.; Compagnon, P.; Duvoux, C.; Tournigand, C. De Novo Cancer after Solid Organ Transplantation: Epidemiology, Prognosis and Management. Bull. Cancer 2017, 104, 245–257. [Google Scholar] [CrossRef]
- [Dataset] Texas: 2020 Census. U.S. Census Bureau. Available online: https://www.census.gov/library/stories/state-by-state/texas-population-change- between-census-decade.html (accessed on 5 October 2022).
- Pratschke, J.; Dragun, D.; Hauser, I.A.; Horn, S.; Mueller, T.F.; Schemmer, P.; Thaiss, F. Immunological Risk Assessment: The Key to Individualized Immunosuppression After Kidney Transplantation. Transplant. Rev. 2016, 30, 77–84. [Google Scholar] [CrossRef] [Green Version]
- Tsapepas, D.; Langone, A.; Chan, L.; Wiland, A.; McCague, K.; Chisholm-Burns, M. A Longitudinal Assessment of Adherence with Immunosuppressive Therapy Following Kidney Transplantation from the Mycophenolic Acid Observational Renal Transplant (MORE) Study. Ann. Transplant. 2014, 19, 174–181. [Google Scholar] [CrossRef]
- Taber, D.J.; Su, Z.; Fleming, J.N.; McGillicuddy, J.W.; Posadas-Salas, M.A.; Treiber, F.A.; Dubay, D.; Srinivas, T.R.; Maudlin, P.D.; Moran, W.P.; et al. Tacrolimus Trough Concentration Variability and Disparities in African American Kidney Transplantation. Transplantation 2017, 101, 2931–2938. [Google Scholar] [CrossRef] [PubMed]
- Gutiérrez-Salmerón, M.; Chocarro-Calvo, A.; García-Martínez, J.M.; de la Vieja, A.; García-Jiménez, C. Epidemiological Bases and Molecular Mechanisms Linking Obesity, Diabetes, and Cancer. Endocrinol. Diabetes Nutr. 2017, 64, 109–117. [Google Scholar] [CrossRef] [PubMed]
- Wojciechowska, J.; Krajewski, W.; Bolanowski, M.; Kręcicki, T.; Zatoński, T. Diabetes and Cancer: A Review of Current Knowledge. Exp. Clin. Endocrinol. Diabetes 2016, 124, 263–275. [Google Scholar] [CrossRef] [PubMed]
- Rosta, A. Diabetes and Cancer Risk: Oncologic Considerations. Orv. Hetil. 2011, 152, 1144–1155. [Google Scholar] [CrossRef]
- Lin, C.L.; Kao, J.H. Natural History of Acute and Chronic Hepatitis B: The Role of HBV Genotypes and Mutants. Best Pract. Res. Clin. Gastroenterol. 2017, 31, 249–255. [Google Scholar] [CrossRef]
- Agraharkar, M.L.; Cinclair, R.D.; Kuo, Y.F.; Daller, J.A.; Shahinian, V.B. Risk of Malignancy with Long-term Immunosuppression in Renal Transplant Recipients. Kidney Int. 2004, 66, 383–389. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tessari, G.; Naldi, L.; Boschiero, L.; Minetti, E.; Sandrini, S.; Nacchia, F.; Valerio, F.; Rugiu, C.; Sassi, F.; Gotti, E.; et al. Incidence of Primary and Second Cancers in Renal Transplant Recipients: A Multicenter Cohort Study. Am. J. Transplant. 2013, 13, 214–221. [Google Scholar] [CrossRef]
- Danpanich, E.; Kasiske, B.L. Risk Factors for Cancer in Renal Transplant Recipients. Transplantation 1999, 68, 1859–1864. [Google Scholar] [CrossRef]
- Kasiske, B.L.; Snyder, J.J.; Gilbertson, D.T.; Wang, C. Cancer After Kidney Transplantation in the United States. Am. J. Transplant. 2004, 4, 905–913. [Google Scholar] [CrossRef]
- Jung, S.W.; Lee, H.; Cha, J.M. Risk of Malignancy in Kidney Transplant recipients: A Nationwide Population-based Cohort Study. BMC Nephrol. 2022, 23, 160. [Google Scholar] [CrossRef]
- Chapman, J.R.; Webster, A.C.; Wong, G. Cancer in the Transplant Recipient. Cold Spring Harb. Perspect. Med. 2013, 3, a015677. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Cancer | All IMD Users | |||
---|---|---|---|---|
N | % | N | % | |
All | 5684 | 100% | 29,196 | 100% |
IMD year | ||||
2008 | 760 | 13.4% | 2994 | 10.3% |
2009 | 654 | 11.5% | 2728 | 9.3% |
2010 | 617 | 10.9% | 2525 | 8.6% |
2011 | 603 | 10.6% | 2673 | 9.2% |
2012 | 573 | 10.1% | 2569 | 8.8% |
2013 | 535 | 9.4% | 2785 | 9.5% |
2014 | 634 | 11.2% | 3331 | 11.4% |
2015 | 510 | 9.0% | 3123 | 10.7% |
2016 | 473 | 8.3% | 3275 | 11.2% |
2017 | 325 | 5.7% | 3193 | 10.9% |
Sex | ||||
Male | 1978 | 34.8% | 8099 | 27.7% |
Female | 3706 | 65.2% | 21,097 | 72.3% |
Age, years | ||||
<35 | 153 | 2.7% | 1544 | 5.3% |
35–44 | 220 | 3.9% | 1926 | 6.6% |
45–54 | 500 | 8.8% | 3201 | 11.0% |
55–64 | 693 | 12.2% | 4135 | 14.2% |
65–74 | 2434 | 42.8% | 11,047 | 37.8% |
75–84 | 1418 | 24.9% | 5854 | 20.1% |
85+ | 266 | 4.7% | 1489 | 5.1% |
Beneficiary Race | ||||
White | 4566 | 80.3% | 21,831 | 74.8% |
Black | 487 | 8.6% | 3117 | 10.7% |
Other | 180 | 3.2% | 1043 | 3.6% |
Hispanic | 451 | 7.9% | 3205 | 11.0% |
Original Reason for Entitlement | ||||
Age | 2198 | 38.7% | 12,783 | 43.8% |
Disability/ESRD | 3486 | 61.3% | 16,413 | 56.2% |
Dual Eligibility | ||||
No | 3780 | 66.5% | 16,204 | 55.5% |
Yes | 1904 | 33.5% | 12,992 | 44.5% |
Elixhauser Count | ||||
0 | 316 | 5.6% | 1566 | 5.4% |
1 | 460 | 8.1% | 2600 | 8.9% |
2 | 617 | 10.9% | 3447 | 11.8% |
3 | 681 | 12.0% | 3675 | 12.6% |
4 | 645 | 11.3% | 3366 | 11.5% |
5 | 598 | 10.5% | 3049 | 10.4% |
6 | 548 | 9.6% | 2743 | 9.4% |
7 | 439 | 7.7% | 2175 | 7.4% |
8 | 379 | 6.7% | 1708 | 5.9% |
9 | 297 | 5.2% | 1341 | 4.6% |
10+ | 704 | 12.4% | 3526 | 12.1% |
Transplant | 1095 | 19.3% | 4618 | 15.8% |
ESRD | 837 | 14.7% | 4187 | 14.3% |
ESRD/Transplant | ||||
Neither | 4493 | 79.0% | 23,949 | 82.0% |
Transplant only | 354 | 6.2% | 1060 | 3.6% |
ESRD only | 96 | 1.7% | 629 | 2.2% |
Both | 741 | 13.0% | 3558 | 12.2% |
Rheumatoid arthritis | 2766 | 48.7% | 14,538 | 49.8% |
Psoriasis | 429 | 7.5% | 2377 | 8.1% |
Lupus | 394 | 6.9% | 2241 | 7.7% |
Inflammatory bowel disease | 309 | 5.4% | 1485 | 5.1% |
Alcohol abuse | 98 | 1.7% | 473 | 1.6% |
Blood loss anemia | 207 | 3.6% | 982 | 3.4% |
Cardiac arrhythmia | 1707 | 30.0% | 7514 | 25.7% |
CHF | 1180 | 20.8% | 5601 | 19.2% |
Coagulopathy | 594 | 10.5% | 2403 | 8.2% |
COPD | 2038 | 35.9% | 10,444 | 35.8% |
Deficiency anemia | 1393 | 24.5% | 6839 | 23.4% |
Depression | 1258 | 22.1% | 7401 | 25.3% |
Diabetes | 2319 | 40.8% | 11,743 | 40.2% |
Drug abuse | 102 | 1.8% | 643 | 2.2% |
Fluid and electrolyte disorders | 1701 | 29.9% | 8429 | 28.9% |
HIV/AIDS | 27 | 0.5% | 90 | 0.3% |
Hypertension | 4615 | 81.2% | 23,028 | 78.9% |
Hypothyroidism | 1834 | 32.3% | 8925 | 30.6% |
Liver disease | 877 | 15.4% | 4327 | 14.8% |
Obesity | 947 | 16.7% | 5432 | 18.6% |
Other neurological disorders | 687 | 12.1% | 3862 | 13.2% |
Paralysis | 102 | 1.8% | 805 | 2.8% |
Peptic ulcer disease, excluding bleeding | 140 | 2.5% | 784 | 2.7% |
Peripheral vascular disorders | 1352 | 23.8% | 6420 | 22.0% |
Psychoses | 207 | 3.6% | 1190 | 4.1% |
Pulmonary circulation disorders | 392 | 6.9% | 1852 | 6.3% |
Renal failure | 1693 | 29.8% | 8142 | 27.9% |
Valvular disease | 1160 | 20.4% | 5089 | 17.4% |
Weight loss | 581 | 10.2% | 2847 | 9.8% |
Type | N | % |
---|---|---|
Breast | 487 | 8.6% |
Kidney | 223 | 3.9% |
Liver | 208 | 3.7% |
Lung | 527 | 9.3% |
Lymphoma | 363 | 6.4% |
Prostate | 333 | 5.9% |
Sarcoma | 24 | 0.4% |
Skin | 603 | 10.6% |
Other | 2916 | 51.3% |
Total | 5684 | 100.0% |
Characteristics | Hazard Ratio (95% CI) | |
---|---|---|
Year | 2008–2013 | REF |
2014–2018 | 1.03 (0.95, 1.06) | |
Age, years | 0–34 | REF |
35–64 | 1.46 (1.24, 1.73) | |
65+ | 2.46 (2.08, 2.91) | |
Sex | Male | REF |
Female | 0.75 (0.71, 0.80) | |
Race | White | REF |
Black | 0.80 (0.72, 0.88) | |
Hispanic | 0.76 (0.66, 0.89) | |
Other | 0.69 (0.62, 0.76) | |
Transplant | <3 Years | 2.16 (1.92, 2.44) |
Yes vs. No | 3 to <5 Years | 2.00 (1.65, 2.43) |
By time since IMD initiation | 5+ Years | 1.84 (1.45, 2.33) |
ESRD | No | REF |
Yes | 0.82 (0.72, 0.92) | |
Rheumatoid arthritis | No | REF |
Yes | 1.06 (1.00, 1.12) | |
Diabetes | No | REF |
Yes | 1.04 (0.98, 1.10) |
Cancer Cases | N | Person-Years | Expected Cases | SIR (95% CI) | ||
---|---|---|---|---|---|---|
Overall | 5684 | 29,196 | 94,574.3 | 1295.2 | 4.39 (4.27, 4.50) | |
Year | 2008–2013 | 2178 | 16,274 | 35,350.5 | 467.3 | 4.66 (4.47, 4.86) |
2014–2018 | 3506 | 22,526 | 59,223.8 | 828.0 | 4.23 (4.09, 4.37) | |
Cancer Type | Bladder | 145 | 29,196 | 108,794.5 | 52.2 | 2.78 (2.33, 3.23) |
Breast | 487 | 29,196 | 107,757.2 | 304.9 | 1.60 (1.46, 1.74) | |
Colorectal | 343 | 29,196 | 108,282.2 | 120.6 | 2.84 (2.54, 3.14) | |
Kidney | 223 | 29,196 | 108,577.5 | 50.8 | 4.39 (3.81, 4.96) | |
Liver | 208 | 29,196 | 108,781.8 | 22.9 | 9.10 (7.86, 10.34) | |
Lung | 527 | 29,196 | 108,365.2 | 224.7 | 2.35 (2.15, 2.55) | |
Lymphoma | 363 | 29,196 | 108,315.9 | 74.3 | 4.89 (4.39, 5.39) | |
Ovarian/Uterine | 124 | 21,097 | 77,019.4 | 26.3 | 4.72 (3.89, 5.55) | |
Pancreas | 128 | 29,196 | 108,976.3 | 45.8 | 2.80 (2.31, 3.28) | |
Prostate | 304 | 8099 | 30,903.7 | 110.0 | 2.76 (2.45, 3.07) | |
Sarcoma | 24 | 29,196 | 109,096.0 | 15.2 | 1.58 (0.95, 2.21) | |
Skin | 603 | 29,196 | 107,448.5 | 75.8 | 7.95 (7.32, 8.59) | |
Thyroid | 83 | 29,196 | 108,918.7 | 24.5 | 3.39 (2.66, 4.12) | |
Age | <35 | 153 | 1544 | 5049.8 | 2.1 | 73.19 (61.59, 84.79) |
35–64 | 1413 | 9262 | 31,193.9 | 204.7 | 6.90 (6.54, 7.26) | |
65+ | 4118 | 18,390 | 58,330.6 | 1088.4 | 3.78 (3.67, 3.90) | |
Sex | Male | 1978 | 8099 | 26,580.9 | 399.0 | 4.96 (4.74, 5.18) |
Female | 3706 | 21,097 | 67,993.4 | 896.2 | 4.14 (4.00, 4.27) | |
Race | Black | 487 | 3117 | 10,388.3 | 107.0 | 4.55 (4.15, 4.96) |
Hispanic | 180 | 1043 | 3526.4 | 33.8 | 5.33 (4.55, 6.11) | |
Other | 451 | 3205 | 10,889.3 | 34.7 | 13.00 (11.80, 14.20) | |
White | 4566 | 21,831 | 69,770.3 | 1119.8 | 4.08 (3.96, 4.20) | |
Transplant | No | 4589 | 24,578 | 81,374.3 | 1040.9 | 4.41 (4.28, 4.54) |
Yes | 1095 | 4618 | 13,200.0 | 85.8 | 12.77 (12.01, 13.52) | |
Time Since IMD Initiation—Transplant | <3 Years | 900 | 4618 | 9944.4 | 86.9 | 10.36 (9.68, 11.03) |
3 to <5 Years | 115 | 1229 | 1880.9 | 15.0 | 7.68 (6.28, 9.09) | |
5+ Years | 80 | 602 | 1374.7 | 9.6 | 8.36 (6.52, 10.19) | |
Time Since IMD Initiation—No Transplant | <3 Years | 3539 | 24,578 | 58,559.9 | 865.9 | 4.09 (3.95, 4.22) |
3 to <5 Years | 638 | 8511 | 13,495.1 | 190.6 | 3.35 (3.09, 3.61) | |
5+ Years | 412 | 4155 | 9319.3 | 127.2 | 3.24 (2.93, 3.55) | |
ESRD | No | 4847 | 25,009 | 82,266.6 | 1065.9 | 4.55 (4.42, 4.68) |
Yes | 837 | 4187 | 12,307.7 | 66.8 | 12.52 (11.67, 13.37) | |
ESRD/Transplant | Neither | 4493 | 23,949 | 79,600.3 | 1167.9 | 3.85 (3.73, 3.96) |
Transplant only | 354 | 1060 | 2666.4 | 36.8 | 9.62 (8.61, 10.62) | |
ESRD only | 96 | 629 | 1774.1 | 15.9 | 6.02 (4.82, 7.23) | |
Both | 741 | 3558 | 10,533.6 | 74.6 | 9.93 (9.22, 10.65) | |
Liver Disease | No | 4807 | 24,869 | 81,346.14 | 1133.3 | 4.24 (4.12, 4.36) |
Yes | 877 | 4327 | 13,228.19 | 161.9 | 5.42 (5.06, 5.77) | |
Rheumatoid Arthritis | No | 2918 | 14,658 | 46,214.1 | 607.3 | 4.80 (4.63, 4.98) |
Yes | 2766 | 14,538 | 48,360.3 | 687.9 | 4.02 (3.87, 4.17) | |
Diabetes | No | 3365 | 17,453 | 58,982.2 | 818.9 | 4.11 (3.97, 4.25) |
Yes | 2319 | 11,743 | 35,592.1 | 476.4 | 4.87 (4.67, 5.07) |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Cicalese, L.; Westra, J.R.; O’Connor, C.M.; Kuo, Y.-F. Increased Risk of Malignancy with Immunosuppression: A Population-Based Analysis of Texas Medicare Beneficiaries. Cancers 2023, 15, 3144. https://doi.org/10.3390/cancers15123144
Cicalese L, Westra JR, O’Connor CM, Kuo Y-F. Increased Risk of Malignancy with Immunosuppression: A Population-Based Analysis of Texas Medicare Beneficiaries. Cancers. 2023; 15(12):3144. https://doi.org/10.3390/cancers15123144
Chicago/Turabian StyleCicalese, Luca, Jordan R. Westra, Casey M. O’Connor, and Yong-Fang Kuo. 2023. "Increased Risk of Malignancy with Immunosuppression: A Population-Based Analysis of Texas Medicare Beneficiaries" Cancers 15, no. 12: 3144. https://doi.org/10.3390/cancers15123144
APA StyleCicalese, L., Westra, J. R., O’Connor, C. M., & Kuo, Y. -F. (2023). Increased Risk of Malignancy with Immunosuppression: A Population-Based Analysis of Texas Medicare Beneficiaries. Cancers, 15(12), 3144. https://doi.org/10.3390/cancers15123144