Use of Hypolipidemic Drugs and the Risk of Second Primary Malignancy in Colorectal Cancer Patients
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Institute of Health Information and Statistics of the Czech Republic. Cancer Incidence in the Czech Republic; Czech National Cancer Registry. 2018. Available online: http://www.uzis.cz/registry-nzis/nor (accessed on 2 February 2022).
- Murai, T. Cholesterol Lowering: Role in Cancer Prevention and Treatment. Biol. Chem. 2015, 396, 1–11. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Patel, K.K.; Kashfi, K. Lipoproteins and Cancer: The Role of HDL-C, LDL-C, and Cholesterol-Lowering Drugs. Biochem. Pharmacol. 2021, 196, 114654. [Google Scholar] [CrossRef] [PubMed]
- Clendening, J.W.; Pandyra, A.; Boutros, P.C.; Ghamrasni, S.E.; Khosravi, F.; Trentin, G.A.; Martirosyan, A.; Hakem, A.; Hakem, R.; Jurisica, I.; et al. Dysregulation of the Mevalonate Pathway Promotes Transformation. Proc. Natl. Acad. Sci. USA 2010, 107, 15051–15056. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Giacomini, I.; Gianfanti, F.; Desbats, M.A.; Orso, G.; Berretta, M.; Prayer-Galetti, T.; Ragazzi, E.; Cocetta, V. Cholesterol Metabolic Reprogramming in Cancer and Its Pharmacological Modulation as Therapeutic Strategy. Front. Oncol. 2021, 11, 682911. [Google Scholar] [CrossRef] [PubMed]
- Ding, X.; Zhang, W.; Li, S.; Yang, H. The Role of Cholesterol Metabolism in Cancer. Am. J. Cancer Res. 2019, 9, 219–227. [Google Scholar] [PubMed]
- Mullen, P.J.; Yu, R.; Longo, J.; Archer, M.C.; Penn, L.Z. The interplay between cell signalling and the mevalonate pathway in cancer. Nat. Rev. Cancer 2016, 16, 718–731. [Google Scholar] [CrossRef] [PubMed]
- Demierre, M.F.; Higgins, P.D.R.; Gruber, S.B.; Hawk, E.; Lippman, S.M. Statins and cancer prevention. Nat. Rev. Cancer 2005, 5, 930–942. [Google Scholar] [CrossRef] [PubMed]
- Follet, J.; Corcos, L.; Baffet, G.; Ezan, F.; Morel, F.; Simon, B.; Le Jossic-Corcos, C. The association of statins and taxanes: An efficient combination trigger of cancer cell apoptosis. Br. J. Cancer 2012, 106, 685–692. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kumar, N.; Mandal, C.C. Cholesterol-Lowering Drugs on Akt Signaling for Prevention of Tumorigenesis. Front. Genet. 2021, 12, 724149. [Google Scholar] [CrossRef] [PubMed]
- Tsubaki, M.; Mashimo, K.; Takeda, T.; Kino, T.; Fujita, A.; Itoh, T.; Imano, M.; Sakaguchi, K.; Satou, T.; Nishida, S. Statins inhibited the MIP-1α expression via inhibition of Ras/ERK and Ras/Akt pathways in myeloma cells. Biomed. Pharmacother. 2016, 78, 23–29. [Google Scholar] [CrossRef]
- Wood, W.G.; Igbavboa, U.; Muller, W.E.; Eckert, G.P. Statins, Bcl-2 and Apoptosis: Cell Death or Cell Protection? Mol. Neurobiol. 2013, 48, 308. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Graaf, M.R.; Beiderbeck, A.B.; Egberts, A.C.G.; Richel, D.J.; Guchelaar, H.J. The risk of cancer in users of statins. J. Clin. Oncol. 2004, 22, 2388–2394. [Google Scholar] [CrossRef] [PubMed]
- Wang, A.; Aragaki, A.K.; Tang, J.Y.; Kurian, A.W.; Manson, J.E.; Chlebowski, R.T.; Simon, M.; Desai, P.; Wassertheil-Smoller, S.; Liu, S.; et al. Statin Use and All-Cancer Survival: Prospective Results from the Women’s Health Initiative. Br. J. Cancer 2016, 115, 129–135. [Google Scholar] [CrossRef]
- Nielsen, S.F.; Nordestgaard, B.G.; Bojesen, S.E. Statin Use and Reduced Cancer-Related Mortality. N. Engl. J. Med. 2012, 367, 1792–1802. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ren, Q.W.; Yu, S.Y.; Teng, T.H.K.; Li, X.; Cheung, K.S.; Wu, M.Z.; Li, H.L.; Wong, P.F.; Tse, H.F.; Lam, C.S.P.; et al. Statin Associated Lower Cancer Risk and Related Mortality in Patients with Heart Failure. Eur. Heart J. 2021, 42, 3049–3059. [Google Scholar] [CrossRef]
- Emilsson, L.; García-Albéniz, X.; Logan, R.W.; Caniglia, E.C.; Kalager, M.; Hernán, M.A. Examining Bias in Studies of Statin Treatment and Survival in Patients With Cancer. JAMA Oncol. 2018, 4, 63–70. [Google Scholar] [CrossRef]
- Friis, S.; Poulsen, A.H.; Johnsen, S.P.; McLaughlin, J.K.; Fryzek, J.P.; Dalton, S.O.; Sørensen, H.T.; Olsen, J.H. Cancer risk among statin users: A population-based cohort study. Int. J. Cancer 2005, 114, 643–647. [Google Scholar] [CrossRef]
- Kaye, J.A.; Jick, H. Statin use and cancer risk in the General Practice Research Database. Br. J. Cancer 2004, 90, 635–637. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kuoppala, J.; Lamminpää, A.; Pukkala, E. Statins and cancer: A systematic review and meta-analysis. Eur. J. Cancer 2008, 44, 2122–2132. [Google Scholar] [CrossRef]
- Dale, K.M.; Coleman, C.I.; White, C.M. Statins and Cancer Risk A Meta-analysis. JAMA J. Am. Med. Assoc. 2006, 295, 74–80. [Google Scholar] [CrossRef]
- Taylor, M.L.; Wells, B.J.; Smolak, M.J. Statins and cancer: A meta-analysis of case-control studies. Eur. J. Cancer Prev. 2008, 17, 259–268. [Google Scholar] [CrossRef] [PubMed]
- Browning, D.R.L.; Martin, R.M. Statins and risk of cancer: A systematic review and metaanalysis. Int. J. Cancer 2007, 120, 833–843. [Google Scholar] [CrossRef] [PubMed]
- Emberson, J.; Kearney, P.; Blackwell, L.; Newman, C.; Reith, C.; Bhala, N.; Holland, L.; Peto, R.; Keech, A.; Collins, R.; et al. Lack of Effect of Lowering LDL Cholesterol on Cancer: Meta-Analysis of Individual Data from 175,000 People in 27 Randomised Trials of Statin Therapy. PLoS ONE 2012, 7, e29849. [Google Scholar] [CrossRef] [Green Version]
- Ahern, T.P.; Pedersen, L.; Tarp, M.; Cronin-Fenton, D.P.; Garne, J.P.; Silliman, R.A.; Sørensen, H.T.; Lash, T.L. Statin Prescriptions and Breast Cancer Recurrence Risk: A Danish Nationwide Prospective Cohort Study. JNCI J. Natl. Cancer Inst. 2011, 103, 1461. [Google Scholar] [CrossRef] [Green Version]
- Murtola, T.J.; Visvanathan, K.; Artama, M.; Vainio, H.; Pukkala, E. Statin Use and Breast Cancer Survival: A Nationwide Cohort Study from Finland. PLoS ONE 2014, 9, e110231. [Google Scholar] [CrossRef] [Green Version]
- Menamin, Ú.C.M.; Murray, L.J.; Hughes, C.M.; Cardwell, C.R. Statin use and breast cancer survival: A nationwide cohort study in Scotland. BMC Cancer 2016, 16, 600. [Google Scholar] [CrossRef] [Green Version]
- Undela, K.; Srikanth, V.; Bansal, D. Statin use and risk of breast cancer: A meta-analysis of observational studies. Breast Cancer Res. Treat. 2012, 135, 261–269. [Google Scholar] [CrossRef]
- Bonovas, S.; Filioussi, K.; Tsavaris, N.; Sitaras, N.M. Use of Statins and Breast Cancer: A Meta-Analysis of Seven Randomized Clinical Trials and Nine Observational Studies. J. Clin. Oncol. 2016, 23, 8606–8612. [Google Scholar] [CrossRef]
- Wu, Q.-J.; Tu, C.; Li, Y.-Y.; Zhu, J.; Qian, K.-Q.; Li, W.-J.; Wu, L.; Wu, Q.-J.; Tu, C.; Li, Y.-Y.; et al. Statin use and breast cancer survival and risk: A systematic review and meta-analysis. Oncotarget 2015, 6, 42988–43004. [Google Scholar] [CrossRef]
- Liu, B.; Yi, Z.; Guan, X.; Zeng, Y.-X.; Ma, F. The relationship between statins and breast cancer prognosis varies by statin type and exposure time: A meta-analysis. Breast Cancer Res. Treat. 2017, 164, 1–11. [Google Scholar] [CrossRef]
- Manthravadi, S.; Shrestha, A.; Madhusudhana, S. Impact of statin use on cancer recurrence and mortality in breast cancer: A systematic review and meta-analysis. Int. J. Cancer 2016, 139, 1281–1288. [Google Scholar] [CrossRef] [PubMed]
- Shannon, J.; Tewoderos, S.; Garzotto, M.; Beer, T.M.; Derenick, R.; Palma, A.; Farris, P.E. Statins and Prostate Cancer Risk: A Case-Control Study. Am. J. Epidemiol. 2005, 162, 318–325. [Google Scholar] [CrossRef] [Green Version]
- Lustman, A.; Nakar, S.; Cohen, A.D.; Vinker, S. Statin use and incident prostate cancer risk: Does the statin brand matter? A population-based cohort study. Prostate Cancer Prostatic Dis. 2014, 17, 6–9. [Google Scholar] [CrossRef] [PubMed]
- Flick, E.D.; Habel, L.A.; Chan, K.A.; Van Den Eeden, S.K.; Quinn, V.P.; Haque, R.; Orav, E.J.; Seeger, J.D.; Sadler, M.C.; Quesenberry, C.P.; et al. Statin Use and Risk of Prostate Cancer in the California Men’s Health Study Cohort. Cancer Epidemiol. Prev. Biomark. 2007, 16, 2218–2225. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Murtola, T.J.; Tammela, T.L.J.; Lahtela, J.; Auvinen, A. Cholesterol-Lowering Drugs and Prostate Cancer Risk: A Population-based Case-Control Study. Cancer Epidemiol. Prev. Biomark. 2007, 16, 2226–2232. [Google Scholar] [CrossRef] [Green Version]
- Agalliu, I.; Salinas, C.A.; Hansten, P.D.; Ostrander, E.A.; Stanford, J.L. Statin Use and Risk of Prostate Cancer: Results from a Population-based Epidemiologic Study. Am. J. Epidemiol. 2008, 168, 250–260. [Google Scholar] [CrossRef] [Green Version]
- Coogan, P.F.; Kelly, J.P.; Strom, B.L.; Rosenberg, L. Statin and NSAID Use and Prostate Cancer Risk. Pharmacoepidemiol. Drug Saf. 2010, 19, 752. [Google Scholar] [CrossRef]
- Jacobs, E.J.; Rodriguez, C.; Bain, E.B.; Wang, Y.; Thun, M.J.; Calle, E.E. Cholesterol-Lowering Drugs and Advanced Prostate Cancer Incidence in a Large U.S. Cohort. Cancer Epidemiol. Biomark. Prev. 2007, 16, 2213–2217. [Google Scholar] [CrossRef] [Green Version]
- Platz, E.A.; Tangen, C.M.; Goodman, P.J.; Till, C.; Parnes, H.L.; Figg, W.D.; Albanes, D.; Neuhouser, M.L.; Klein, E.A.; Lucia, M.S.; et al. Statin Drug Use Is Not Associated with Prostate Cancer Risk in Men who are Regularly Screened. J. Urol. 2014, 192, 379–384. [Google Scholar] [CrossRef]
- Freedland, S.J.; Hamilton, R.J.; Gerber, L.; Banez, L.L.; Moreira, D.M.; Andriole, G.L.; Rittmaster, R.S. Statin use and risk of prostate cancer and high-grade prostate cancer: Results from the REDUCE study. Prostate Cancer Prostatic Dis. 2013, 16, 254–259. [Google Scholar] [CrossRef]
- Coogan, P.; Smith, J.; Rosenberg, L. Statin use and risk of colorectal cancer. J. Natl. Cancer Inst. 2007, 99, 32–40. [Google Scholar] [CrossRef]
- Vinogradova, Y.; Hippisley–Cox, J.; Coupland, C.; Logan, R.F. Risk of Colorectal Cancer in Patients Prescribed Statins, Nonsteroidal Anti-Inflammatory Drugs, and Cyclooxygenase-2 Inhibitors: Nested Case-Control Study. Gastroenterology 2007, 133, 393–402. [Google Scholar] [CrossRef] [PubMed]
- Bardou, M.; Barkun, A.; Martel, M. Effect of statin therapy on colorectal cancer. Gut 2010, 59, 1572–1585. [Google Scholar] [CrossRef] [Green Version]
- Liu, Y.; Tang, W.; Wang, J.; Xie, L.; Li, T.; He, Y.; Deng, Y.; Peng, Q.; Li, S.; Qin, X. Association between statin use and colorectal cancer risk: A meta-analysis of 42 studies. Cancer Causes Control 2014, 25, 237–249. [Google Scholar] [CrossRef] [PubMed]
- Kong, R.; Wang, N.; Han, W.; Bao, W.; Lu, J. Fenofibrate Exerts Antitumor Effects in Colon Cancer via Regulation of DNMT1 and CDKN2A. PPAR Res. 2021, 2021, 6663782. [Google Scholar] [CrossRef]
- Li, T.; Zhang, Q.; Zhang, J.; Yang, G.; Shao, Z.; Luo, J.; Fan, M.; Ni, C.; Wu, Z.; Hu, X. Fenofibrate induces apoptosis of triple-negative breast cancer cells via activation of NF-κB pathway. BMC Cancer 2014, 14, 96. [Google Scholar] [CrossRef] [Green Version]
- Hu, D.; Su, C.; Jiang, M.; Shen, Y.; Shi, A.; Zhao, F.; Chen, R.; Shen, Z.; Bao, J.; Tang, W. Fenofibrate inhibited pancreatic cancer cells proliferation via activation of p53 mediated by upregulation of LncRNA MEG3. Biochem. Biophys. Res. Commun. 2016, 471, 290–295. [Google Scholar] [CrossRef] [PubMed]
- Li, I.-H.; Shih, J.-H.; Tsai, C.-S.; Chien, W.-C.; Kao, H.-H.; Pan, K.-T.; Cheng, Y.-D.; Kao, L.-T. Inverse Association of Fibrates and Liver Cancer: A Population-Based Case-Control Study in Taiwan. J. Clin. Pharmacol. 2019, 59, 1170–1176. [Google Scholar] [CrossRef]
- Bonovas, S.; Nikolopoulos, G.K.; Bagos, P.G. Use of Fibrates and Cancer Risk: A Systematic Review and Meta-Analysis of 17 Long-Term Randomized Placebo-Controlled Trials. PLoS ONE 2012, 7, e45259. [Google Scholar] [CrossRef] [PubMed]
- Vogt, A.; Schmid, S.; Heinimann, K.; Frick, H.; Herrmann, C.; Cerny, T.; Omlin, A. Multiple primary tumours: Challenges and approaches, a review. ESMO Open 2017, 2, 172. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Johnson, C.H.; Peace, S.; Adamo, P.; Fritz, A.; Percy-Laurry, A.; Edwards, B.K. Multiple Primary and Histology Coding Rules; National Cancer Institute Surveillance, Epidemiology, and End Results Program: Bethesda, MD, USA, 2007. [Google Scholar]
- Lu, Y.C.; Huang, D.W.; Chen, P.T.; Tsai, C.F.; Lin, M.C.; Lin, C.C.; Wang, S.H.; Pan, Y.J. Association between statin use and second cancer risk in breast cancer patients: A nationwide population-based cohort study. Breast Cancer Res. Treat. 2021, 185, 773–783. [Google Scholar] [CrossRef] [PubMed]
- Cardwell, C.R.; Hicks, B.M.; Hughes, C.; Murray, L.J. Statin Use after Colorectal Cancer Diagnosis and Survival: A Population-Based Cohort Study. J. Clin. Oncol. 2014, 32, 3177–3183. [Google Scholar] [CrossRef]
- Voorneveld, P.W.; Reimers, M.S.; Bastiaannet, E.; Jacobs, R.J.; Van Eijk, R.; Zanders, M.M.J.; Herings, R.M.C.; Van Herk-Sukel, M.P.P.; Kodach, L.L.; Van Wezel, T.; et al. Statin Use After Diagnosis of Colon Cancer and Patient Survival. Gastroenterology 2017, 153, 470–479.e4. [Google Scholar] [CrossRef] [PubMed]
- Ying, Y.; Ling, Y.; Yang, L.; Huang, H.; Hu, X.; Zhao, C.; Huang, H. Prognostic significance of statin use in colorectal cancer. Medicine 2015, 94, e908. [Google Scholar] [CrossRef]
- Li, Y.; He, X.; Ding, Y.; Chen, H.; Sun, L. Statin uses and mortality in colorectal cancer patients: An updated systematic review and meta-analysis. Cancer Med. 2019, 8, 3305–3313. [Google Scholar] [CrossRef] [Green Version]
- Cai, H.; Zhang, G.; Wang, Z.; Luo, Z.; Zhou, X. Relationship between the se of statins and patient survival in colorectal cancer: A systematic review and meta-analysis. PLoS ONE 2015, 10, e0126944. [Google Scholar] [CrossRef]
- Brantley, K.D.; Riis, A.H.; Erichsen, R.; Thorlacius-Ussing, O.; Møller, H.J.; Lash, T.L. The Association of Serum Lipid Levels with Colorectal Cancer Recurrence. Cancer Epidemiol. 2020, 66, 101725. [Google Scholar] [CrossRef] [PubMed]
- Lash, T.L.; Riis, A.H.; Ostenfeld, E.B.; Erichsen, R.; Vyberg, M.; Ahern, T.P.; Thorlacius-Ussing, O. Associations of Statin Use With Colorectal Cancer Recurrence and Mortality in a Danish Cohort. Am. J. Epidemiol. 2017, 186, 679–687. [Google Scholar] [CrossRef]
- Ng, K.; Ogino, S.; Meyerhardt, J.A.; Chan, J.A.; Chan, A.T.; Niedzwiecki, D.; Hollis, D.; Saltz, L.B.; Mayer, R.J.; Benson, A.B.; et al. Relationship Between Statin Use and Colon Cancer Recurrence and Survival: Results From CALGB 89803. JNCI J. Natl. Cancer Inst. 2011, 103, 1540–1551. [Google Scholar] [CrossRef]
- Gray, R.T.; Coleman, H.G.; Hughes, C.; Murray, L.J.; Cardwell, C.R. Statin use and survival in colorectal cancer: Results from a population-based cohort study and an updated systematic review and meta-analysis. Cancer Epidemiol. 2016, 45, 71–81. [Google Scholar] [CrossRef] [Green Version]
- Lundberg, E.; Hagberg, O.; Jahnson, S.; Ljungberg, B. Association between occurrence of urinary bladder cancer and treatment with statin medication. Turk. J. Urol. 2019, 45, 97–102. [Google Scholar] [CrossRef] [PubMed]
- Mach, F.; Ray, K.K.; Wiklund, O.; Corsini, A.; Catapano, A.L.; Bruckert, E.; De Backer, G.; Hegele, R.A.; Hovingh, G.K.; Jacobson, T.A.; et al. Adverse Effects of Statin Therapy: Perception vs. the Evidence—Focus on Glucose Homeostasis, Cognitive, Renal and Hepatic Function, Haemorrhagic Stroke and Cataract. Eur. Heart J. 2018, 39, 2526–2539. [Google Scholar] [CrossRef]
- Guercio, V.; Turati, F.; Bosetti, C.; Polesel, J.; Serraino, D.; Montella, M.; Libra, M.; Galfano, A.; La Vecchia, C.; Tavani, A. Bladder cancer risk in users of selected drugs for cardiovascular disease prevention. Eur. J. Cancer Prev. 2019, 28, 76–80. [Google Scholar] [CrossRef] [PubMed]
- Zhang, X.L.; Geng, J.; Zhang, X.P.; Peng, B.; Che, J.P.; Yan, Y.; Wang, G.C.; Xia, S.Q.; Wu, Y.; Zheng, J.H. Statin use and risk of bladder cancer: A meta-analysis. Cancer Causes Control 2013, 24, 769–776. [Google Scholar] [CrossRef]
- Díaz, P.; Valenzuela Valderrama, M.; Bravo, J.; Quest, A.F.G. Helicobacter Pylori and Gastric Cancer: Adaptive Cellular Mechanisms Involved in Disease Progression. Front. Microbiol. 2018, 9, 5. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Bernales, S.; Mcdonald, K.; Walter, P. Autophagy Counterbalances Endoplasmic Reticulum Expansion during the Unfolded Protein Response. PLoS Biol. 2006, 4, e423. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Healy, S.J.M.; Gorman, A.M.; Mousavi-Shafaei, P.; Gupta, S.; Samali, A. Targeting the Endoplasmic Reticulum-Stress Response as an Anticancer Strategy. Eur. J. Pharmacol. 2009, 625, 234–246. [Google Scholar] [CrossRef]
- Nazio, F.; Bordi, M.; Cianfanelli, V.; Locatelli, F.; Cecconi, F. Autophagy and Cancer Stem Cells: Molecular Mechanisms and Therapeutic Applications. Cell Death Differ. 2019, 26, 690–702. [Google Scholar] [CrossRef] [Green Version]
- Chiu, H.-F.; Ho, S.-C.; Chang, C.-C.; Wu, T.-N.; Yang, C.-Y. Statins Are Associated With a Reduced Risk of Gastric Cancer: A Population-Based Case–Control Study. Am. J. Gastroenterol. 2011, 106, 2098–2103. [Google Scholar] [CrossRef]
- Lee, J.; Lee, S.H.; Hur, K.Y.; Woo, S.Y.; Kim, S.W.; Kang, W.K. Statins and the risk of gastric cancer in diabetes patients. BMC Cancer 2012, 12, 596. [Google Scholar] [CrossRef] [Green Version]
- You, H.-S.; You, N.; Lee, J.-W.; Lim, H.-J.; Kim, J.; Kang, H.-T. Inverse Association between Statin Use and Stomach Cancer Incidence in Individuals with Hypercholesterolemia, from the 2002–2015 NHIS-HEALS Data. Int. J. Environ. Res. Public Health 2020, 17, 1054. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Singh, P.P.; Singh, S. Statins are associated with reduced risk of gastric cancer: A systematic review and meta-analysis. Ann. Oncol. 2013, 24, 1721–1730. [Google Scholar] [CrossRef] [PubMed]
- Wu, X.D.; Zeng, K.; Xue, F.Q.; Chen, J.H.; Chen, Y.Q. Statins are associated with reduced risk of gastric cancer: A meta-analysis. Eur. J. Clin. Pharmacol. 2013, 69, 1855–1860. [Google Scholar] [CrossRef] [PubMed]
- Halamkova, J.; Kazda, T.; Pehalova, L.; Gonec, R.; Kozakova, S.; Bohovicova, L.; Slaby, O.; Demlova, R.; Svoboda, M.; Kiss, I. The Impact of Diabetes Mellitus on the Second Primary Malignancies in Colorectal Cancer Patients. Front. Oncol. 2020, 10, 3198. [Google Scholar] [CrossRef]
- Lévesque, L.E.; Hanley, J.A.; Kezouh, A.; Suissa, S. Problem of immortal time bias in cohort studies: Example using statins for preventing progression of diabetes. BMJ 2010, 340, 907–911. [Google Scholar] [CrossRef] [PubMed] [Green Version]
No SPM (N = 1100) | With SPM (N = 301) | p-Value | |
---|---|---|---|
Gender | |||
Men | 680 (61.8%) | 175 (58.1%) | 0.257 1 |
Women | 420 (38.2%) | 126 (41.9%) | |
Age at CRC diagnosis | |||
0–44 | 90 (8.2%) | 16 (5.3%) | <0.001 1 |
45–54 | 165 (15.0%) | 25 (8.3%) | |
55–64 | 350 (31.8%) | 67 (22.3%) | |
65–74 | 323 (29.4%) | 125 (41.5%) | |
75+ | 172 (15.6%) | 68 (22.6%) | |
Median (25–75% percentile) | 63 (55–71%) | 69 (61–74) | <0.001 2 |
Clinical stage | |||
Complete records | 1 066 (96.9%) | 287 (95.3%) | 0.014 1 |
Stage I | 273 (25.6%) | 75 (26.1%) | |
Stage II | 266 (25.0%) | 89 (31.0%) | |
Stage III | 304 (28.5%) | 85 (29.6%) | |
Stage IV | 223 (20.9%) | 38 (13.2%) | |
Not available | 34 (3.1%) | 14 (4.7%) | |
Grade | |||
Complete records | 762 (69.3%) | 241 (80.1%) | 0.121 1 |
1 | 190 (24.9%) | 52 (21.6%) | |
2 | 424 (55.6%) | 152 (63.1%) | |
3 | 148 (19.4%) | 37 (15.4%) | |
Not available | 338 (30.7%) | 60 (19.9%) | |
Relapse | |||
yes | 362 (32.9%) | 64 (21.3%) | <0.001 1 |
no | 738 (67.1%) | 237 (78.7%) |
Patients with CRC | Men (N = 855) | Women (N = 546) | Total (N = 1401) |
---|---|---|---|
No SPM | 680 (79.5%) | 420 (76.9%) | 1100 (78.5%) |
With SPM | 175 (20.5%) | 126 (23.1%) | 301 (21.5%) |
One SPM | 144 (16.8%) | 102 (18.7%) | 246 (17.6%) |
Two SPMs | 27 (3.2%) | 20 (3.7%) | 47 (3.4%) |
Three SPMs | 4 (0.5%) | 4 (0.7%) | 8 (0.6%) |
No SPM | With SPM | p-Value | |
---|---|---|---|
Use of hypolipidemic drugs | |||
No (N = 1144) | 891 (77.9%) | 253 (22.1%) | 0.240 |
Yes (N = 257) | 209 (81.3%) | 48 (18.7%) | |
Use of statins 1 | |||
No (N = 1168) | 909 (77.8%) | 259 (22.2%) | 0.093 |
Yes (N = 229) | 190 (83.0%) | 39 (17.0%) | |
Lipophilic (N = 210) | 178 (84.8%) | 32 (15.2%) | 0.025 |
Hydrophilic (N= 19) | 12 (63.2%) | 7 (36.8%) | |
Use of fibrates 1 | |||
No (N = 1370) | 1079 (78.8%) | 291 (21.2%) | 0.634 |
Yes (N = 27) | 20 (74.1%) | 7 (25.9%) |
OR (95% CI) | p-Value | |
---|---|---|
Use of hypolipidemics | ||
No | 1.00 | |
Yes | 0.74 (0.51–1.06) | 0.099 |
Use of statins 1 | ||
No | 1.00 | |
Yes | 0.62 (0.42–0.92) | 0.018 |
Hydrophilic | 1.00 | |
Lipophilic | 2.80 (0.78–9.99) | 0.329 |
Use of fibrates 1 | ||
No | 1.00 | |
Yes | 1.71 (0.69–4.24) | 0.251 |
No use of Hypolipidemics (N = 1091) | Use of Hypolipidemic Drugs (N = 248) | Total (N = 1339) | |||||||
---|---|---|---|---|---|---|---|---|---|
No SPM (N = 853) | With SPM (N = 238) | p-Value | No SPM (N = 202) | With SPM (N = 46) | p-Value | No SPM (N = 1055) | With SPM (N = 284) | p-Value | |
Right colon | 151 (17.7%) | 57 (23.9%) | 0.036 | 43 (21.3%) | 10 (21.7%) | 0.736 | 194 (18.4%) | 67 (23.6%) | 0.040 |
Left colon | 254 (29.8%) | 76 (31.9%) | 60 (29.7%) | 16 (34.8%) | 314 (29.8%) | 92 (32.4%) | |||
Rectum | 448 (52.5%) | 105 (44.1%) | 99 (49.0%) | 20 (43.5%) | 547 (51.8%) | 125 (44.0%) |
No Use of Hypolipidemics (N = 304) | Use of Hypolipidemics (N = 53) | All Malignancies According to CNCR (N = 1,070,801) | |
---|---|---|---|
Head and neck cancers (C00–C14, C32) | 11 (3.6%) | 3 (5.7%) | 28,501 (2.7%) |
Stomach (C16) | 4 (1.3%) | 4 (7.5%) | 22,385 (2.1%) |
Colon and rectum (C18–C20) | 59 (19.4%) | 14 (26.4%) | 112,410 (10.5%) |
Liver and intrahepatic bile ducts (C22) | 7 (2.3%) | 0 (0.0%) | 12,500 (1.2%) |
Pancreas (C25) | 2 (0.7%) | 0 (0.0%) | 28,463 (2.7%) |
Lung, bronchus, and trachea (C33, C34) | 10 (3.3%) | 3 (5.7%) | 91,145 (8.5%) |
Malignant melanoma of skin (C43) | 13 (4.3%) | 2 (3.8%) | 29,507 (2.8%) |
Other malignant neoplasms of skin (C44) | 6 (2.0%) | 1 (1.9%) | 289,780 (27.1%) |
Breast (C50) | 55 (18.1%) | 5 (9.4%) | 92,356 (8.6%) |
Cervix uteri (C53) | 9 (3.0%) | 0 (0.0%) | 13,585 (1.3%) |
Uterus (C54, C55) | 7 (2.3%) | 2 (3.8%) | 26,677 (2.5%) |
Ovary (C56) | 5 (1.6%) | 1 (1.9%) | 15,482 (1.4%) |
Prostate (C61) | 36 (11.8%) | 3 (5.7%) | 84,720 (7.9%) |
Testis (C62) | 4 (1.3%) | 0 (0.0%) | 6614 (0.6%) |
Kidney (C64) | 27 (8.9%) | 7 (13.2%) | 41,511 (3.9%) |
Bladder (C67) | 11 (3.6%) | 6 (11.3%) | 30,948 (2.9%) |
Thyroid gland (C73) | 4 (1.3%) | 0 (0.0%) | 13,379 (1.2%) |
Lymphomas (C81–C86) | 9 (2.6%) | 0 (0.0%) | 22,847 (2.1%) |
Leukemia (C91–C95) | 6 (2.0%) | 0 (0.0%) | 19,041 (1.8%) |
Other malignant neoplasms | 19 (6.3%) | 2 (3.8%) | 88,950(8.3%) |
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Halámková, J.; Bohovicová, L.; Pehalová, L.; Goněc, R.; Staněk, T.; Kazda, T.; Mouková, L.; Krákorová, D.A.; Kozáková, Š.; Svoboda, M.; et al. Use of Hypolipidemic Drugs and the Risk of Second Primary Malignancy in Colorectal Cancer Patients. Cancers 2022, 14, 1699. https://doi.org/10.3390/cancers14071699
Halámková J, Bohovicová L, Pehalová L, Goněc R, Staněk T, Kazda T, Mouková L, Krákorová DA, Kozáková Š, Svoboda M, et al. Use of Hypolipidemic Drugs and the Risk of Second Primary Malignancy in Colorectal Cancer Patients. Cancers. 2022; 14(7):1699. https://doi.org/10.3390/cancers14071699
Chicago/Turabian StyleHalámková, Jana, Lucia Bohovicová, Lucie Pehalová, Roman Goněc, Teodor Staněk, Tomáš Kazda, Lucie Mouková, Dagmar Adámková Krákorová, Šárka Kozáková, Marek Svoboda, and et al. 2022. "Use of Hypolipidemic Drugs and the Risk of Second Primary Malignancy in Colorectal Cancer Patients" Cancers 14, no. 7: 1699. https://doi.org/10.3390/cancers14071699
APA StyleHalámková, J., Bohovicová, L., Pehalová, L., Goněc, R., Staněk, T., Kazda, T., Mouková, L., Krákorová, D. A., Kozáková, Š., Svoboda, M., Demlová, R., & Kiss, I. (2022). Use of Hypolipidemic Drugs and the Risk of Second Primary Malignancy in Colorectal Cancer Patients. Cancers, 14(7), 1699. https://doi.org/10.3390/cancers14071699