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Article

Use of Hypolipidemic Drugs and the Risk of Second Primary Malignancy in Colorectal Cancer Patients

1
Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic
2
Department of Comprehensive Cancer Care, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
3
Department of Medical Ethics, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
4
Institute of Health Information and Statistics of the Czech Republic, 128 01 Prague, Czech Republic
5
Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
6
Department of Pharmacy, Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic
7
Department of Surgical Oncology, Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic
8
Department of Surgical Oncology, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
9
Department of Radiation Oncology, Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic
10
Department of Radiation Oncology, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
11
Department of Pharmacy, University Hospital Brno, 625 00 Brno, Czech Republic
12
Department of Pharmacology, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
13
Clinical Trial Unit, Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic
*
Author to whom correspondence should be addressed.
Cancers 2022, 14(7), 1699; https://doi.org/10.3390/cancers14071699
Submission received: 6 February 2022 / Revised: 17 March 2022 / Accepted: 24 March 2022 / Published: 27 March 2022
(This article belongs to the Topic Cancer Cell Metabolism)

Abstract

:

Simple Summary

Hypolipidemic drugs are among the most frequently prescribed medications in the Western world. Since many studies have indicated their role in carcinogenesis, this work aimed to investigate their association with the occurrence of a second primary malignancy in colorectal cancer survivors. The overall incidence of a second neoplasm was not linked to hypolipidemic medication; however, a subgroup analysis revealed a lower incidence of secondary neoplasia in statin users. When stratified by cancer types, a significant increase in gastric and bladder cancer was detected among colorectal cancer patients using hypolipidemic drugs. Survival outcomes in patients with early-stage colorectal carcinoma who suffered second cancer were significantly worse if treated with hypolipidemic drugs. Although our results do not provide evidence for a causative relationship between hypolipidemic medication and carcinogenesis, these correlations might steer the direction of tertiary prevention care towards specific risk factors shared between cardiovascular diseases and cancer.

Abstract

An increasing number of studies has brought evidence of the protective role of statin use against different types of cancer. However, data on their association with second primary malignancies (SPMs) are lacking. The purpose of this study was to determine the role of hypolipidemic treatment in the prevention of second primary cancer in colorectal cancer (CRC) survivors. We conducted a retrospective single-institution study of 1401 patients with newly diagnosed colorectal cancer from January 2003 to December 2016, with follow-up until December 2020. An SPM was detected in 301 patients (21%), and the incidence was significantly lower in patients with statin medication. However, stratification by cancer types revealed an increased incidence of bladder and gastric cancer in hypolipidemic users. A Kaplan−Meier analysis of early-stage CRC survivors with an SPM showed a significant survival benefit in patients without a history of hypolipidemic treatment. Despite the protective role of statins on overall second cancer incidence, these data indicate that CRC survivors treated with hypolipidemic drugs should be screened more cautiously for SPMs, especially for gastric and bladder cancer.

1. Introduction

Colorectal carcinoma (CRC) belongs to the most prevalent cancer diagnoses in Western countries. In the Czech Republic, with more than 10 million inhabitants, the prevalence of people with a history of colorectal cancer reached 59,166 cases in the year 2018 [1].
There is an increasing amount of literature indicating that carcinogenesis may be affected by impairments in cholesterol metabolism. Cholesterol plays crucial roles in various intracellular processes that regulate cell metabolism and maintain homeostasis [2]. Moreover, it is a vitamin D precursor and a substrate for the synthesis of hormones, including estrogens, androgens, progestogens, and corticosteroids that may be involved in the progression of specific cancers [3]. Cholesterol supply, which is necessary for the production of cellular membranes, may also act as a limiting factor for the proliferation of cancer cells.
Statins are lipid-lowering drugs that are widely used in the management of cardio- and cerebrovascular diseases. By inhibiting 3-hydroxy-3-methylglutaryl-coenzyme A (HMG-CoA) reductase, they interfere with cholesterol synthesis through the mevalonate cascade [4]. Accumulating preclinical studies suggest the oncogenic potential of this pathway through either cholesterol-related [5,6] or cholesterol-independent mechanisms [7]. The pleiotropic effects of statins at the cellular level extend beyond their lipid-lowering purpose and include multiple impacts on cell cycle regulation. Statins have been shown to induce p21 (also termed CDKN1A) that plays an important role in cell cycle inhibition [8,9] to antagonize RAS-dependent signaling pathways [10,11] or to downregulate BCL-2 expression in cancer cell lines and, thus, affect apoptosis [12].
Despite the abundance of laboratory evidence of deregulated metabolic pathways and other molecular mechanisms induced by statins, their causative role in cancer chemoprevention has not been unequivocally demonstrated. A retrospective cohort and case−control studies that report reduced cancer-related mortality [13,14,15] or cancer incidence [16] among statin users are often disputed by other studies, showing little impact of statins on cancer-specific mortality [17] or overall cancer incidence [18,19]. These inconclusive results prompted several large meta-analyses, most of which did not support a protective role of statins [20,21,22,23]. Similarly, a meta-analysis of 27 randomized clinical trials (RCTs) did not provide sufficient evidence for an association between statins and aggregate cancer incidence or mortality [24].
The impact of hypolipidemic drugs on the incidence of specific types of cancer has been investigated mainly in breast, prostate, and colorectal cancer patients but less frequently in lung, gastric, and gynecological cancers. Nationwide prospective studies of breast cancer patients have both favored [25,26] and disputed [27] the protective effect of statins. Several meta-analyses of observational studies and RCTs revealed a null association between statin use and the risk of breast cancer development or recurrence [28,29,30]; however, the lists of the original studies involved in these analyses overlap significantly. Contrarily, Liu et al. [31] and Manthravadi et al. [32] reported improved recurrence rates and cancer-specific survival, mainly among lipophilic statin users.
There are several case−control studies suggesting an inverse relationship between statin use and prostate cancer risk [33]; however, the results are limited to hydrophobic statins [34], to certain subgroups of men with concomitant use of NSAIDs [35], or to patients with advanced disease [36]. On the other hand, a number of studies do not support the association between the use of statins and prostate cancer [37,38,39,40,41].
Similarly, there are several large population-based studies that did not demonstrate a reduced risk of CRC incidence related to the use of statins [42,43]. A meta-analysis of 31 observational and randomized studies by Bardou et al. [44] reported a 9% reduction in the incidence of CRC among statin users. Likewise, a meta-analysis of 42 studies by Liu et al. [45] also indicated the protective role of statins on CRC incidence. However, in a subgroup analysis, patients with a history of long-term statin use (more than 5 years) did not experience any CRC risk−benefit.
There is only little information related to cancer and the use of fibrates. In vitro experiments have implicated that fenofibrate might regulate cell cycle, promote apoptosis, or suppress cell proliferation and tissue differentiation by activating PPARA (peroxisome proliferator-activated receptor alpha) [46]. This class of nuclear receptors act on the CDKN2A/RB/E2F pathway that is critical for the control of malignant cell proliferation. In clinical studies, fenofibrates were found to induce apoptosis in triple-negative breast cancer [47], inhibit pancreatic cancer cell proliferation [48], or reduce the risk of hepatocellular carcinoma [49]. Nonetheless, a meta-analysis of 17 relevant RCTs did not demonstrate an impact of fibrates on cancer incidence or mortality [50].
The success rate of CRC treatment is increasing and the prolonged survival of cancer patients increases their probability of developing a second primary malignancy (SPM). Data on the type and frequency of SPMs and potential risk factors are essential for high-quality survivorship care and patient-tailored cancer surveillance. Since the risk factors for CRC and cardiovascular diseases largely overlap (smoking, overweight, little physical activity, etc.), it can be assumed that many CRC patients are treated for hyperlipidemia. Thus, the aim of our study was to ascertain the impact of hypolipidemic drugs on the incidence of second malignancies and overall survival in a cohort of patients with primary CRC.

2. Materials and Methods

In this study, we included adult patients with a histologically confirmed CRC diagnosed at the Masaryk Memorial Cancer Institute (MMCI) in Brno, Czech Republic from January 2003 to December 2016. Patients with CRC diagnosed at autopsy, individuals with a high risk of the development of SPMs due to hereditary cancer syndrome (e.g., BRCA1,2, Lynch syndrome, or familial adenomatous polyposis), and patients lost to follow-up were excluded from the study. Enrollees were followed until December 2020.
Basic clinical data and patient characteristics were retrieved from our institution’s electronic health records. We identified the hypolipidemic drug users based on the medication history whereas the treatment of hyperlipidemia (HLP) had to precede patient’s first cancer diagnosis. Nonusers were defined as patients who have never used a hypolipidemic agent before or during the study period.
Following the National Cancer Institute’s definition, tumors were considered multiple primary malignancies if they differed in topography, histology, or morphology group and were not an extension, a recurrence, or a metastasis [51,52]. Thus, lesions with ICD codes C79.0–C79.9 (secondary malignant neoplasms) were not included in the analysis. All of the SPMs were histologically verified, and their identification is based on the pathologist’s report.
Comparisons of the basic characteristics between patients with an SPM and those without an SPM were summarized with counts and frequencies. Categorical characteristics were tested with the Fisher exact test. The Fisher exact test was also used to assess the relationship between the occurrence of SPMs with the use of hypolipidemic drugs and the laterality of CRC. For continuous characteristics, the median, 25–75% percentile, and Mann−Whitney test were used.
Multivariate logistic regression models were used to adjust risk factors in the analysis (gender, age at CRC diagnosis, clinical stage, status of relapse, and laterality) of the association between an SPM and the use of hypolipidemic drugs. Patients with an unknown clinical stage and a diagnosis of C18.4 were removed from the analysis.
A comparison of the occurrence of SPMs by site in patients with or without hypolipidemic drugs was performed by the N-1 chi-squared test. SPMs with an unknown date of diagnosis were not included in the analysis (7 cases). The Czech National Cancer Registry [1] was used as a reference for the frequencies of selected cancer types in the entire Czech population over the corresponding period of time.
Kaplan−Meier curves were plotted to display the survival of patients with CRC, stratified by the occurrence of an SPM, clinical stage, and use of hypolipidemic drugs. A 15-year survival was used as the primary endpoint. Observations were censored at 15 years of follow-up, with 73 subjects remaining right-censored at this point. Differences in survival between defined groups of patients with respect to the use of hypolipidemic drugs and the occurrence of SPMs were analyzed with the Breslow test.

3. Results

We identified a cohort of 1401 patients with primary CRC. The median age was 64 years, and 855 patients were men (61%). Other baseline patient and tumor characteristics stratified by the occurrence of an SPM are listed in Table 1.
The median follow-up was 9.01 years; 723 patients have died during the study period, but none of the patients was lost to follow-up.
One or more SPMs were diagnosed in 301 patients (21.5%), with 55 patients (3.9%) having two or more SPMs. (Table 2).
The incidence of an SPM was significantly higher among older patients and in those with a lower stage CRC, probably reflecting their better overall survival. Hyperlipidemia (HPL) was diagnosed in 257 (18.3%) patients. The analysis did not show any significant difference in the HPL distribution and the type of hypolipidemic treatment between patients with an SPM (15.9%) and without an SPM (19%), as summarized in Table 3.
The use of hypolipidemic agents was associated with a nonsignificant, lower incidence of an SPM (18.7% vs. 22.1% in nonusers), and the anticarcinogenic effect was more pronounced among statin users (17.0% vs. 22.2% in nonusers). Given the low frequency of hydrophilic statin use (7.4% of all hypolipidemic drugs), the association remained significant only for lipophilic agents when statins were categorized by their solubility. Fibrates did not demonstrate a significant chemoprotective effect against cancer although this subgroup of patients was too small (N = 28), and the statistics were underpowered.
After the adjustment for gender, age at CRC diagnosis, clinical stage, status of relapse, and laterality, the odds ratios for the occurrence of an SPM were significantly lower in a subgroup of statin users (Table 4).
As demonstrated in Table 5, the incidence of an SPM was associated with the anatomical distribution of the primary colorectal cancer. In our cohort, patients with an SPM had a higher prevalence of proximal colon cancer (23.6%) and a lower frequency of rectal cancer (44.0%) compared to patients without an SPM (18.4% and 51.8%, respectively). When stratified by hypolipidemic drug use, nonusers with SPMs had a higher proportion of proximal colon cancer (23.9%) compared to patients without any second malignancy (17.7%). However, this correlation between laterality and SPM occurrence was not detected in patients treated for hyperlipidemia (21.3% vs. 21.7%).
Table 6 shows the type and frequency of SPMs in patients taking hypolipidemic agents versus nonusers. The last column (CNCR) serves as a reference, indicating the incidence rate of a particular neoplasm in the Czech Republic over the corresponding period of time.
Figure 1 provides a bar chart for the visual presentation of the data, stratified by the use of hypolipidemic drugs. A statistically significant increase in the prevalence of an SPM among hypolipidemic users was detected in the subgroup of patients with bladder and gastric cancer.
The Kaplan−Meier curves shown in Figure 2 were used to compare the overall survival of CRC patients, stratified by the occurrence of an SPM and the use of hypolipidemic drugs according to the clinical stage of the disease. A statistically significant survival benefit was observed in early-stage CRC patients without an SPM who were not treated with hypolipidemic agents while the worst outcomes were found in patients with SPMs and hypolipidemic treatment. The median overall survival (mOS) of patients who developed a second malignancy was significantly shorter for those using hypolipidemic drugs (6.3 years) compared to nonusers (10.1 years) in early-stage cancer survivors (p < 0.001). This indicates that the use of hypolipidemic medication or hyperlipidemia itself might be an unfavorable prognostic factor for overall survival in this subgroup of patients. For patients with stage III and IV CRC, the difference in survival between groups was not statistically significant.

4. Discussion

In our cohort of CRC patients, we found little evidence of an anticarcinogenic potential of hypolipidemic treatment. However, subgroup analysis of statins and fibrates revealed a weak protective effect of statins on the occurrence of an SPM, but statistical significance was achieved only after an adjustment for known covariates.
There is a paucity of studies addressing the impact of statins on the development of a second malignancy in cancer survivors, except for Lu et al., who did not demonstrate a significant effect of statins on the frequency of second malignancies in a cohort of breast cancer patients [53]. There are several studies that investigated the effect of statins on cancer-specific mortality or cancer recurrence in colorectal cancer patients. Most favor a protective effect, such as the large-population-based studies of Cardwell et.al. [54] or Voorneveld et al. [55] that reported cancer-specific mortality reduction in patients with a history of postdiagnosis or prediagnosis statin use, respectively. Correspondingly, several meta-analyses suggest that both pre- and postdiagnostic use of statins might improve the cancer-specific survival [56,57,58]. Unfortunately, patients who died from second primary cancers were often not included in the cancer-related mortality subgroup, and data on the type and frequency of second malignancies are not available.
In our study, we found a lower incidence of an SPM among statin users but not in patients treated with hypolipidemic drugs in general. This finding implies a specific protective mechanism inherent to statins rather than the treatment of hyperlipidemia as such. Accordingly, several reports have provided evidence that serum lipid levels do not influence CRC recurrence [59]. On the other hand, when hypothesizing about the anticancer effects of statins, it is of note that the reduction of cancer-specific mortality in statin users might not necessarily be associated with a decrease in CRC recurrence. Based on the findings of reduced CRC-specific mortality but not the CRC recurrence rate, Lash et al. suggest that statins do not have a direct anticancer effect but provide postrecurrence survival benefits by another mechanism [60]. This is supported by the findings of Ng et al., who also reported a null association of statin use with CRC outcomes and recurrence rates in patients with advanced-stage disease [61]. Similarly, the cohort study of Gray et al. [62] did not find any impact of postdiagnosis statin use on cancer-specific survival [62].
Our survival analysis revealed that the occurrence of secondary malignancy or the use of hypolipidemic drugs does not affect overall mortality in advanced-stage colorectal cancer patients. This may indicate that the impact of statins is obscured by a more significant risk factor, such as the advanced stage of the primary cancer itself, the use of chemotherapy, or other covariates that have not been addressed in the analysis. In contrast, our findings in stage I and II colorectal carcinoma show that hypolipidemic medication in combination with an SPM is a significant adverse factor for patient survival. Whether this is attributable to the medication itself or to the diagnosis of hyperlipidemia and other diseases aggregated within the metabolic syndrome remains to be elucidated.
An unexpected finding was the statistically significant increase in gastric and bladder cancer in patients taking hypolipidemic agents. The increased risk of occurrence of bladder cancer in statin users is in accordance with the study of Lundberg et al. [63], who followed a cohort of 22,936 patients with newly detected urothelial bladder cancer. He hypothesized that the tumor-promoting effect of statins might be mediated by mitochondrial changes in urothelial cells caused by metabolic products of statins after their excretion. Most statins are metabolized by the liver and excreted to the bile, except for hydrophilic statins (pravastatin and rosuvastatin), simvastatin, and lovastatin that are typically eliminated by renal clearance [64]. This might be the reason for the idiosyncratic results, indicating a positive relationship between this type of cancer and the use of hypolipidemic agents. A similar association was described by Guercio et al., who also reported a nonsignificant increase in bladder cancer risk among statin users [65] as did the meta-analysis of Zhang et al. [66].
An increased risk of gastric cancer associated with the use of hypolipidemic drugs might be explained by an alteration of the host’s cellular adaptive mechanisms to H. pylori-induced stress, which involves deregulation of the unfolded protein response (UPR) and autophagy [67]. UPR is a protective mechanism activated by endoplasmatic reticulum stress that aims to maintain homeostasis by increasing cellular capacity to process proteins and by inducing autophagy of abundant organelles [68,69]. Statins are thought to stimulate the UPR and, thus, increase cell survival, which might result in the malignant transformation of normal cells or promote an aggressive phenotype of precancerous lesions [70]. Nevertheless, our results contrast with clinical studies that evaluated the impact of statins on the risk of cancer, as most of those reported a chemoprotective potential of these drugs [71,72,73]. Similarly, several meta-analyses of studies involving gastric cancer cases suggested a significant risk reduction in the incidence of gastric cancer related to the use of statins [74,75]. A reasonable explanation for this contrast might, again, lie in confounding by unmeasured variables, such as obesity, which is often associated with hyperlipidemia as a part of the metabolic syndrome, as well as dietary and lifestyle habits, smoking, or other prognostic factors that were not addressed in our analysis.
In a previous analysis, we showed that diabetes mellitus is a negative prognostic factor in CRC patients with an SPM [76], and our current analysis suggests that the use of statins or the treatment of hyperlipidemia itself might also be predictive of cancer patients’ outcomes. To the best of our knowledge, this is the first article evaluating the association between hypolipidemic treatment and the development of SPMs in colorectal cancer patients. The strengths of our study include a long follow-up period of up to 17 years (median follow-up 9.01 years) and the identification of hypolipidemic treatment prior to the diagnosis of the primary cancer, which minimized the impact of immortal time bias [77] on the survival analysis. Our study is based on a large sample and provides reliable information on patient characteristics and the type and frequency of all second malignancies. Due to the retrospective nature of our study, information on the adherence to hypolipidemic treatment and length of statin exposure is missing as are dietary and lifestyle habits, smoking, or other prognostic factors.

5. Conclusions

In our analysis, the use of hypolipidemic agents was associated with a lower incidence of an SPM, where the protective effect was most prominent in statin users. Despite this trend, further analysis revealed a reduction of the overall survival in early-stage colorectal cancer patients with an SPM treated by hypolipidemic drugs. Thus, we recommend that CRC patients using hypolipidemic treatment should be regularly screened not only for CRC recurrence but also for SPMs, particularly bladder and gastric cancer. In a previous analysis, we showed that diabetes mellitus is a negative prognostic factor in CRC patients with an SPM. Similarly, our current results suggest that the use of statins or hyperlipidemia itself might also be predictive of cancer patient outcomes. We propose that patients with chronic diseases, such as hyperlipidemia or diabetes mellitus, are candidates for consistent tertiary prevention based on a personalized analysis of associated risk factors.

Author Contributions

Conceptualization, J.H., M.S.; Data curation, J.H., L.P., T.S.; Formal analysis, J.H., L.P., T.K., L.B.; Funding acquisition, J.H., R.D., R.G., Š.K., T.K.; Investigation, J.H.; Methodology, J.H., I.K., L.B., L.P.; Project administration, J.H.; Writing—original draft, J.H., L.B., L.P., T.K.; Writing—review & editing, J.H., L.B., T.K., R.D., I.K., T.S., M.S., L.M., D.A.K. Supervision, M.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Ministry of Health of the Czech Republic, MZ CZ—DRO (MMCI, 00209805) and NU21-09-00558. Supported by RI CZECRIN LM2018128 and BBMRI-CZ LM2018125.

Institutional Review Board Statement

The study was conducted in accordance with the Declaration of Helsinki and approved by the Ethics Committee of Masaryk Memorial Cancer Institute (2019/1827/MOU, date of approval: 18 June 2019).

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

The datasets generated and analyzed during the current study are available from the corresponding author on reasonable request.

Conflicts of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

  1. 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).
  2. Murai, T. Cholesterol Lowering: Role in Cancer Prevention and Treatment. Biol. Chem. 2015, 396, 1–11. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. 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]
  4. 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]
  5. 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]
  6. 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]
  7. 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]
  8. 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]
  9. 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]
  10. Kumar, N.; Mandal, C.C. Cholesterol-Lowering Drugs on Akt Signaling for Prevention of Tumorigenesis. Front. Genet. 2021, 12, 724149. [Google Scholar] [CrossRef] [PubMed]
  11. 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]
  12. 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]
  13. 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]
  14. 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]
  15. 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]
  16. 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]
  17. 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]
  18. 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]
  19. 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]
  20. 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]
  21. 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]
  22. 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]
  23. 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]
  24. 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]
  25. 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]
  26. 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]
  27. 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]
  28. 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]
  29. 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]
  30. 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]
  31. 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]
  32. 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]
  33. 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]
  34. 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]
  35. 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]
  36. 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]
  37. 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]
  38. 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]
  39. 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]
  40. 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]
  41. 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]
  42. Coogan, P.; Smith, J.; Rosenberg, L. Statin use and risk of colorectal cancer. J. Natl. Cancer Inst. 2007, 99, 32–40. [Google Scholar] [CrossRef]
  43. 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]
  44. Bardou, M.; Barkun, A.; Martel, M. Effect of statin therapy on colorectal cancer. Gut 2010, 59, 1572–1585. [Google Scholar] [CrossRef] [Green Version]
  45. 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]
  46. 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]
  47. 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]
  48. 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]
  49. 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]
  50. 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]
  51. 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]
  52. 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]
  53. 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]
  54. 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]
  55. 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]
  56. 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]
  57. 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]
  58. 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]
  59. 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]
  60. 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]
  61. 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]
  62. 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]
  63. 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]
  64. 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]
  65. 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]
  66. 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]
  67. 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]
  68. 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]
  69. 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]
  70. 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]
  71. 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]
  72. 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]
  73. 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]
  74. 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]
  75. 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]
  76. 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]
  77. 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]
Figure 1. Comparison of the occurrence of second primary malignancies with respect to the use of a hypolipidemic drug. (1 p-value of N-1 Chi-squared test for the group of nonhypolipidemic users and the group of patients with hypolipidemic drugs. CNCR, Czech National Cancer Registry).
Figure 1. Comparison of the occurrence of second primary malignancies with respect to the use of a hypolipidemic drug. (1 p-value of N-1 Chi-squared test for the group of nonhypolipidemic users and the group of patients with hypolipidemic drugs. CNCR, Czech National Cancer Registry).
Cancers 14 01699 g001
Figure 2. Kaplan−Meier curves of a 15-year survival among colorectal cancer patients (C18–C20), stratified by the occurrence of a second primary malignancy and the use of hypolipidemic drugs, according to clinical stages. SPMs, second primary malignancies; HYP, hypolipidemic treatment; CRC, colorectal cancer.
Figure 2. Kaplan−Meier curves of a 15-year survival among colorectal cancer patients (C18–C20), stratified by the occurrence of a second primary malignancy and the use of hypolipidemic drugs, according to clinical stages. SPMs, second primary malignancies; HYP, hypolipidemic treatment; CRC, colorectal cancer.
Cancers 14 01699 g002
Table 1. Characteristics of colorectal cancer patients (C18–C20), stratified by the occurrence of a second primary malignancy.
Table 1. Characteristics of colorectal cancer patients (C18–C20), stratified by the occurrence of a second primary malignancy.
No SPM
(N = 1100)
With SPM
(N = 301)
p-Value
Gender
Men680 (61.8%)175 (58.1%)0.257 1
Women420 (38.2%)126 (41.9%)
Age at CRC diagnosis
0–44 90 (8.2%)16 (5.3%)<0.001 1
45–54165 (15.0%)25 (8.3%)
55–64350 (31.8%)67 (22.3%)
65–74323 (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 records1 066 (96.9%)287 (95.3%)0.014 1
Stage I273 (25.6%)75 (26.1%)
Stage II266 (25.0%)89 (31.0%)
Stage III304 (28.5%)85 (29.6%)
Stage IV223 (20.9%)38 (13.2%)
Not available34 (3.1%)14 (4.7%)
Grade
Complete records762 (69.3%)241 (80.1%)0.121 1
1190 (24.9%)52 (21.6%)
2424 (55.6%)152 (63.1%)
3148 (19.4%)37 (15.4%)
Not available338 (30.7%)60 (19.9%)
Relapse
yes362 (32.9%)64 (21.3%)<0.001 1
no738 (67.1%)237 (78.7%)
1 Fischer exact test, 2 Mann−Whitney test. SPM, second primary malignancy; CRC, colorectal cancer.
Table 2. Second primary malignancy in patients with colorectal cancer (C18–C20).
Table 2. Second primary malignancy in patients with colorectal cancer (C18–C20).
Patients with CRCMen
(N = 855)
Women
(N = 546)
Total
(N = 1401)
No SPM680 (79.5%)420 (76.9%)1100 (78.5%)
With SPM175 (20.5%)126 (23.1%)301 (21.5%)
One SPM144 (16.8%)102 (18.7%)246 (17.6%)
Two SPMs27 (3.2%)20 (3.7%)47 (3.4%)
Three SPMs4 (0.5%)4 (0.7%)8 (0.6%)
SPM, second primary malignancy; CRC, colorectal cancer.
Table 3. The relationship between the use of hypolipidemic drugs and risk of a second primary malignancy in patients with colorectal cancer (C18–C20).
Table 3. The relationship between the use of hypolipidemic drugs and risk of a second primary malignancy in patients with colorectal cancer (C18–C20).
No SPMWith SPMp-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%)
1 Patients taking ezetimibe were excluded (4 patients); SPM, second primary malignancy.
Table 4. Odds ratios for the occurrence of second primary malignancies derived from the multivariate logistic regression models.
Table 4. Odds ratios for the occurrence of second primary malignancies derived from the multivariate logistic regression models.
OR (95% CI)p-Value
Use of hypolipidemics
No1.00
Yes0.74 (0.51–1.06)0.099
Use of statins 1
No1.00
Yes0.62 (0.42–0.92)0.018
Hydrophilic1.00
Lipophilic2.80 (0.78–9.99)0.329
Use of fibrates 1
No1.00
Yes1.71 (0.69–4.24)0.251
1 Patients taking ezetimibe were excluded (4 patients).
Table 5. The relationship between second primary malignancies and laterality of colorectal cancer, stratified by the use of hypolipidemic drugs and excluding patients with C18.4 (transverse colon).
Table 5. The relationship between second primary malignancies and laterality of colorectal cancer, stratified by the use of hypolipidemic drugs and excluding patients with C18.4 (transverse colon).
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-ValueNo SPM
(N = 1055)
With SPM
(N = 284)
p-Value
Right
colon
151 (17.7%)57 (23.9%)0.03643 (21.3%)10 (21.7%)0.736194 (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%)
Rectum448 (52.5%)105 (44.1%)99 (49.0%)20 (43.5%)547 (51.8%)125 (44.0%)
SPM, second primary malignancy.
Table 6. Second primary malignancies by the site of diagnosis, stratified by the use of hypolipidemic drugs.
Table 6. Second primary malignancies by the site of diagnosis, stratified by the use of hypolipidemic drugs.
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 neoplasms19 (6.3%)2 (3.8%)88,950(8.3%)
Only SPMs with a known date of diagnosis were considered (date of diagnosis was not available for 7 SPMs). SPM, second primary malignancy; CNCR, Czech National Cancer Registry (2003–2016).
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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

AMA Style

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 Style

Halámková, 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

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