Increased Risk of Site-Specific Cancer in People with Type 2 Diabetes: A National Cohort Study
Abstract
1. Introduction
2. Research Design and Methods
2.1. Study Design and Data Source
2.2. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
Abbreviations
T2DM | Type 2 diabetes mellitus |
SIR | standardized incidence ratio |
NHIF | National Health Insurance Fund |
CI | confidence interval |
RR | relative risk |
References
- International Diabetes Federation, Brussels. International Diabetes Federation (2017) IDF Diabetes Atlas, 8th ed. Available online: http://diabetesatlas.org/IDF_Diabetes_Atlas_8e_interactive_EN/ (accessed on 22 October 2018).
- World Health Association. WHO Fact Sheet on Cancer. Available online: https://www.who.int/news-room/fact-sheets/detail/cancer (accessed on 20 October 2018).
- Richardson, L.C.; Pollack, L.A. Therapy insight: Influence of type 2 diabetes on the development, treatment and outcomes of cancer. Nat. Clin. Pract. Oncol. 2005, 2, 48–53. [Google Scholar] [CrossRef] [PubMed]
- Giovannucci, E.; Harlan, D.M.; Archer, M.C.; Bergenstal, R.M.; Gapstur, S.M.; Habel, L.A.; Pollack, M.; Regensteiner, J.G.; Yee, D. Diabetes and cancer: A consensus report. Diabetes Care 2010, 33, 1674–1685. [Google Scholar] [CrossRef] [PubMed]
- Shikata, K.; Ninomiya, T.; Kiyohara, Y. Diabetes mellitus and cancer risk: Review of the epidemiological evidence. Cancer Sci 2013, 104, 9–14. [Google Scholar] [CrossRef] [PubMed]
- Johnson, J.A.; Carstensen, B.; Witte, D.; Bowker, S.L.; Lipscombe, L.; Renehan, A.G. Diabetes and cancer (1): Evaluating the temporal relationship between type 2 diabetes and cancer incidence. Diabetologia 2012, 55, 1607–1618. [Google Scholar] [CrossRef]
- Nacionalinis Vėžio Institutas [National Cancer Institute]. Available online: https://www.nvi.lt/naujausi-duomenys (accessed on 20 October 2018).
- Wideroff, L.; Gridley, G.; Chow, W.H.; Linet, M.; Mellemkjaer, L.; Olsen, J.H.; Keehn, S.; Borch-Johnsen, K. Cancer incidence in a population-based cohort of patients hospitalized with diabetes mellitus in Denmark. J. Nat. Cancer Inst. 1997, 89, 1360–1365. [Google Scholar] [CrossRef]
- Oberaigner, W.; Ebenbichler, C.; Oberaigner, K.; Juchum, M.; Schonherr, H.R.; Lechleitner, M. Increased cancer incidence risk in type 2 diabetes mellitus: Results from a cohort study in Tyrol/Austria. BMC Public Health 2014, 14, 1058. [Google Scholar] [CrossRef][Green Version]
- Saarela, K.; Tuomilehto, J.; Sund, R.; Keskimäki, I.; Hartikainen, S.; Pukkala, E. Cancer incidence among Finnish people with type 2 diabetes during 1989–2014. Eur. J. Epidemiol. 2019, 34, 259–265. [Google Scholar] [CrossRef]
- Ohkuma, T.; Peters, S.A.E.; Woodward, M. Sex differences in the association between diabetes and cancer: A systematic review and meta-analysis of 121 cohorts including 20 million individuals and one million events. Diabetologia 2018, 61, 2140–2154. [Google Scholar] [CrossRef]
- Wang, P.; Kang, D.; Cao, W.; Wang, Y.; Liu, Z. Diabetes mellitus and risk of hepatocellular carcinoma: A systematic review and metaanalysis. Diabetes Metab. Res. 2012, 28, 109–122. [Google Scholar] [CrossRef]
- Wang, Y.; Wang, B.; Yan, S.; Shen, F.; Cao, H.; Fan, J.; Zhang, R.; Gu, J. Type 2 diabetes and gender differences in liver cancer by considering different confounding factors: A metaanalysis of cohort studies. Ann. Epidemiol. 2016, 26, 764–772. [Google Scholar] [CrossRef]
- Song, S.; Wang, B.; Zhang, X.; Hao, L.; Hu, X.; Li, Z.; Sun, S. Long-term diabetes mellitus is associated with an increased risk of pancreatic cancer: A meta-analysis. PLoS ONE 2015, 10, e0134321. [Google Scholar] [CrossRef] [PubMed]
- Bao, C.; Yang, X.; Xu, W.; Luo, H.; Xu, Z.; Su, C.; Qi, X. Diabetes mellitus and incidence and mortality of kidney cancer: A meta-analysis. J. Diabetes Complicat. 2013, 27, 357–364. [Google Scholar] [CrossRef] [PubMed]
- Yeo, Y.; Ma, S.H.; Hwang, Y.; Horn-Ross, P.L.; Hsing, A.; Lee, K.E.; Park, E.J.; Park, D.J.; Yoo, K.Y.; Park, S.K. Diabetes mellitus and risk of thyroid cancer: A meta-analysis. PLoS ONE 2014, 9, e98135. [Google Scholar] [CrossRef] [PubMed]
- Wu, L.; Yu, C.; Jiang, H.; Tang, J.; Huang, H.L.; Gao, J.; Zhang, X. Diabetes mellitus and the occurrence of colorectal cancer: An updated meta-analysis of cohort studies. Diabetes Technol. 2013, 15, 419–427. [Google Scholar] [CrossRef]
- Luo, S.; Li, J.Y.; Zhao, L.N.; Yu, T.; Zhong, W.; Xia, Z.S.; Shan, T.D.; Ouyang, H.; Yang, H.S.; Chen, Q.K. Diabetes mellitus increases the risk of colorectal neoplasia: An updated meta-analysis. Clin. Res. Hepatol. Gas 2016, 40, 110–123. [Google Scholar] [CrossRef]
- Fang, H.J.; Shan, S.B.; Zhou, Y.H.; Zhong, L.Y. Diabetes mellitus and the risk of gastrointestinal cancer in women compared with men: A meta-analysis of cohort studies. BMC Cancer 2018, 18, 422. [Google Scholar] [CrossRef]
- Zhang, Z.H.; Su, P.Y.; Hao, J.H.; Sun, Y.H. The role of preexisting diabetes mellitus on incidence and mortality of endometrial cancer: A meta-analysis of prospective cohort studies. Int. J. Gynecol. Cancer 2013, 23, 294–303. [Google Scholar] [CrossRef]
- Liao, C.; Zhang, D.; Mungo, C.; Tompkins, D.A.; Zeidan, A.M. Is diabetes mellitus associated with increased incidence and disease-specific mortality in endometrial cancer? A systematic review and meta-analysis of cohort studies. Gynecol. Oncol. 2014, 135, 163–171. [Google Scholar] [CrossRef]
- Liao, S.; Li, J.; Wei, W.; Wang, L.; Zhang, Y.; Li, J.; Wang, C.; Sun, S. Association between diabetes mellitus and breast cancer risk: A meta-analysis of the literature. Asian Pac. J. Cancer Prev. 2011, 12, 1061–1065. [Google Scholar]
- Luo, J.; Phillips, L.; Liu, S.; Wactawski-Wende, J.; Margolis, K.L. Diabetes, Diabetes Treatment, and Risk of Thyroid Cancer. J. Clin. Endocrinol. Metab. 2016, 101, 1243–1248. [Google Scholar] [CrossRef]
- Smailyte, G.; Miseikyte Kaubriene, E.; Kurtinaitis, J. Increasing thyroid cancer incidence in Lithuania in 1978–2003. BMC Cancer 2006, 6, 284. [Google Scholar] [CrossRef][Green Version]
- Bansal, D.; Bhansali, A.; Kapil, G.; Undela, K.; Tiwari, P. Type 2 diabetes and risk of prostate cancer: A meta-analysis of observational studies. Prostate Cancer P D 2013, 16, 151–158. [Google Scholar] [CrossRef] [PubMed]
- Gondos, A.; Krilaviciute, A.; Smailyte, G.; Ulys, A.; Brenner, H. Cancer surveillance using registry data: Results and recommendations for the Lithuanian national prostate cancer early detection programme. Eur. J. Cancer 2015, 51, 1630–1637. [Google Scholar] [CrossRef] [PubMed]
- Roobol, M.J. Screening for prostate cancer: Are organized screening programs necessary? Transl. Androl. Urol. 2018, 7, 4–11. [Google Scholar] [CrossRef] [PubMed]
- Xu, B.; Zhou, X.; Li, X.; Liu, C.; Yang, C. Diabetes mellitus carries a risk of esophageal cancer. A meta-analysis. Medicine 2017, 96, e7944. [Google Scholar]
- Cogliano, V.J.; Baan, R.; Straif, K.; Yang, H.P.; Sherman, M.E.; Wentzensen, N. Preventable exposures associated with human cancers. J. Natl. Cancer Inst. 2011, 3, 1827–1839. [Google Scholar] [CrossRef]
Characteristic | Males (48,467) | Females (78,823) | Total (127,290) |
---|---|---|---|
Mean age at study entry, y (SD) | 59.7 (10.4) | 64.0 (10.6) | 62.4 (10.7) |
40–49 y, No. (%) | 9639 (20) | 7971 (10) | 17,610 (14) |
50–59 y, No. (%) | 15,808 (32) | 20,617 (26) | 36,425 (29) |
60–69 y, No. (%) | 14,371 (30) | 26,254 (33) | 40,625 (32) |
70+ | 8649 (18) | 23,981 (31) | 32,630 (25) |
Mean duration of follow-up, y (SD) | 6.1 (3.9) | 6.8 (4.0) | 6.5 (3.9) |
Total No. of person-years at risk | 295,390 | 532,852 | 828,242 |
No. of cancer cases | 5959 | 6661 | 12620 |
Mean age at cancer diagnosis, y (SD) | 69.0 (8.8) | 70.4 (9.4) | 69.7 (9.1) |
Primary Site | ICD 10-AM Code | Males | Females | ||||||
---|---|---|---|---|---|---|---|---|---|
Obs | Exp | SIR | 95% CI | Obs | Exp | SIR | 95% CI | ||
All Sites | C00–C96 | 5959 | 5934 | 1.00 | 0.98–1.03 | 6661 | 5724 | 1.16 | 1.14–1.19 |
Lip | C00 | 21 | 23 | 0.93 | 0.61–1.43 | 9 | 11 | 0.79 | 0.41-1.52 |
Mouth and pharynx | C01–C14 | 73 | 149 | 0.49 | 0.39–0.62 | 32 | 40 | 0.81 | 0.57–1.14 |
Oesophagus | C15 | 46 | 93 | 0.50 | 0.37–0.66 | 16 | 20 | 0.79 | 0.49–1.29 |
Stomach | C16 | 325 | 339 | 0.96 | 0.86–1.07 | 303 | 305 | 0.99 | 0.89–1.11 |
Colon, rectum, rectosigmoid, anus | C19–C21 | 627 | 508 | 1.23 | 1.14–1.33 | 682 | 640 | 1.07 | 0.99–1.15 |
Liver | C22 | 139 | 66 | 2.11 | 1.79–2.49 | 86 | 59 | 1.45 | 1.17–1.79 |
Gallbladder, bile ducts | C23, C24 | 28 | 24 | 1.17 | 0.81–1.70 | 66 | 63 | 1.05 | 0.82–1.33 |
Pancreas | C25 | 265 | 150 | 1.77 | 1.57–1.99 | 325 | 187 | 1.74 | 1.5–61.93 |
Other digestive organs | C17, C26, C48 | 15 | 17 | 0.89 | 0.54–1.47 | 42 | 29 | 1.45 | 1.07–1.97 |
Nasal cavity, middle ear, accessory sinuses | C30, C31 | 7 | 10 | 0.68 | 0.32–1.42 | 6 | 8 | 0.76 | 0.34–1.69 |
Larynx | C32 | 63 | 111 | 0.57 | 0.44–0.73 | 6 | 7 | 0.83 | 0.37–1.85 |
Lung, trachea | C33, C34 | 436 | 828 | 0.53 | 0.48–0.58 | 183 | 211 | 0.87 | 0.75–1.00 |
Other respiratory tract | C37–C39 | 4 | 6 | 0.62 | 0.23–1.64 | 5 | 5 | 0.99 | 0.41–2.37 |
Bone and connective tissue | C40, C41, C45–C47, C49 | 28 | 29 | 0.98 | 0.68–1.42 | 33 | 36 | 0.91 | 0.65–1.28 |
Skin, melanoma | C43 | 72 | 52 | 1.40 | 1.11–1.76 | 101 | 111 | 0.91 | 0.75–1.10 |
Skin, non-melanoma | C44 | 566 | 498 | 1.14 | 1.05–1.23 | 1033 | 1049 | 0.98 | 0.93–1.05 |
Breast | C50 | 10 | 9 | 1.17 | 0.63–2.17 | 1114 | 900 | 1.24 | 1.17–1.31 |
Vulva | C51 | - | - | - | - | 53 | 45 | 1.17 | 0.89–1.53 |
Cervix uteri | C53 | - | - | - | - | 198 | 212 | 0.93 | 0.81–1.07 |
Corpus uteri | C54, C55 | - | - | - | - | 872 | 422 | 2.07 | 1.93–2.21 |
Ovary | C56 | - | - | - | - | 249 | 264 | 0.94 | 0.83–1.07 |
Other female genital organs | C52, C57–C58 | - | - | - | - | 13 | 17 | 0.76 | 0.44–1.31 |
Male genital organs | C60, C63 | 27 | 15 | 1.86 | 1.27–2.71 | - | - | - | - |
Prostate | C61 | 2164 | 2074 | 1.04 | 1.00–1.09 | - | - | - | - |
Testis | C62 | 4 | 4 | 1.04 | 0.39–2.78 | - | - | - | - |
Kidney | C64 | 336 | 231 | 1.46 | 1.31–1.62 | 312 | 218 | 1.43 | 1.28–1.60 |
Urinary bladder | C67 | 214 | 208 | 1.03 | 0.90–1.18 | 97 | 86 | 1.13 | 0.93–1.38 |
Other urinary tract | C65, C66, C68 | 10 | 10 | 0.99 | 0.53–1.84 | 13 | 11 | 1.19 | 0.69–2.05 |
Eye and adnexa | C69 | 8 | 7 | 1.13 | 0.56–2.26 | 12 | 13 | 0.95 | 0.54–1.68 |
Central nervous system | C70–C72 | 46 | 61 | 0.76 | 0.57–1.01 | 88 | 90 | 0.98 | 0.79–1.21 |
Thyroid | C73 | 36 | 20 | 1.83 | 1.32–2.54 | 196 | 140 | 1.40 | 1.22–1.62 |
Other endocrine organs | C74, C75 | 10 | 5 | 1.96 | 1.05–3.64 | 9 | 7 | 1.36 | 0.71–2.62 |
Other and ill-defined sites | C76–C80 | 138 | 130 | 1.06 | 0.90–1.25 | 173 | 147 | 1.18 | 1.01–1.37 |
Non-Hodgkin lymphoma | C81 | 5 | 6 | 0.78 | 0.32–1.87 | 7 | 8 | 0.84 | 0.40–1.77 |
Hodgkin lymphoma | C82–C85 | 72 | 82 | 0.87 | 0.69–1.10 | 145 | 130 | 1.12 | 0.95–1.31 |
Myeloma | C90 | 40 | 40 | 0.99 | 0.73–1.35 | 55 | 75 | 0.74 | 0.57–0.96 |
Leukaemia | C91–C95 | 123 | 127 | 0.97 | 0.81–1.16 | 126 | 155 | 0.81 | 0.68–0.97 |
Other and unspecified malignant neoplasms of lymphoid, haematopoietic and related tissue | C88, C96 | 1 | 4 | 0.26 | 0.04–1.87 | 1 | 4 | 0.25 | 0.04–1.80 |
© 2019 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 (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Linkeviciute-Ulinskiene, D.; Patasius, A.; Zabuliene, L.; Stukas, R.; Smailyte, G. Increased Risk of Site-Specific Cancer in People with Type 2 Diabetes: A National Cohort Study. Int. J. Environ. Res. Public Health 2020, 17, 246. https://doi.org/10.3390/ijerph17010246
Linkeviciute-Ulinskiene D, Patasius A, Zabuliene L, Stukas R, Smailyte G. Increased Risk of Site-Specific Cancer in People with Type 2 Diabetes: A National Cohort Study. International Journal of Environmental Research and Public Health. 2020; 17(1):246. https://doi.org/10.3390/ijerph17010246
Chicago/Turabian StyleLinkeviciute-Ulinskiene, Donata, Ausvydas Patasius, Lina Zabuliene, Rimantas Stukas, and Giedre Smailyte. 2020. "Increased Risk of Site-Specific Cancer in People with Type 2 Diabetes: A National Cohort Study" International Journal of Environmental Research and Public Health 17, no. 1: 246. https://doi.org/10.3390/ijerph17010246
APA StyleLinkeviciute-Ulinskiene, D., Patasius, A., Zabuliene, L., Stukas, R., & Smailyte, G. (2020). Increased Risk of Site-Specific Cancer in People with Type 2 Diabetes: A National Cohort Study. International Journal of Environmental Research and Public Health, 17(1), 246. https://doi.org/10.3390/ijerph17010246