Scroll to:
Efficacy and safety of atorvastatin therapy in the Kazakh ethnic group
https://doi.org/10.37489/2588-0527-0003
EDN: KNZVMV
Abstract
Background. Prescription of dangerous and undesirable drug combinations occurs in healthcare systems of most countries worldwide. Among drugs with the highest risk in such combinations, statins are considered particularly hazardous due to their significant metabolic activity. In the healthcare system of Kazakhstan, this problem remains poorly studied, and the structure of genetic predisposition to adverse effects is unknown.
Objective. To determine the frequency of SLCO1B1 gene polymorphism in patients with coronary artery disease of the Kazakh population of East Kazakhstan and its association with the efficacy and safety of atorvastatin therapy.
Methods. A cross-sectional clinical-genetic study was conducted. The study did not involve any active intervention in the ongoing treatment of patients prescribed by physicians. Medical records containing prescription data from inpatient and outpatient settings were analysed. The presence of SLCO1B1 (c. 521T>C) polymorphisms of the OATP1B1 transporter protein was assessed.
Results. The study included 178 individuals (108 men and 70 women) aged 40 to 70 years (mean age 61.1±7.8 years). All patients were of Kazakh ethnicity. In the examined group of patients receiving statin therapy, a significant frequency of genetic variants associated with an increased risk of statin-related complications was identified. Significant differences in the frequency of clinical manifestations of drug-induced muscle adverse effects were observed for the SLCO1B1 gene in carriers of the homozygous CC genotype (χ² = 23.31, p < 0.001). A marked increase in creatine phosphokinase activity (3.39-fold, p < 0.001) and a reduction in atorvastatin efficacy were also observed.
Conclusions. In the studied Kazakh population, analysis of the SLCO1B1 (c. 521T>C) polymorphism can be recommended as a genetic marker of the risk of adverse reactions during lipid-lowering therapy with statins (atorvastatin), as this polymorphism reduces treatment efficacy and increases the risk of side effects.
Keywords
For citations:
Tuleutayeva R.Ye., Makhatova A.R., Kassymkan A.Ye., Imatulina Zh.B. Efficacy and safety of atorvastatin therapy in the Kazakh ethnic group. Pharmacogenetics and Pharmacogenomics. 2026;(1):17-23. (In Russ.) https://doi.org/10.37489/2588-0527-0003. EDN: KNZVMV
Introduction
The use of statins to correct cholesterol metabolism disorders has significantly reduced the risk of complications such as acute coronary syndrome and, to a lesser extent, cerebrovascular disorders and other atherosclerotic lesions of peripheral arteries [1, 2]. The beneficial effects of statins, not only on cholesterol metabolism but also on the complex pathogenetic mechanisms underlying atherosclerosis and its complications, confer a distinct advantage over other drugs used to treat hypercholesterolemia [3]. Thus, statins are an essential component of therapy for patients at high risk of atherosclerotic vascular lesions and are included in treatment standards for coronary artery disease and arterial hypertension in most countries with advanced healthcare systems [4].
In contemporary Kazakhstan, statins prescribed according to indications are included in the guaranteed volume of free medical care. However, in cardiological practice, the proportion of prescriptions involving undesirable drug combinations remains considerably high [5].
The widespread use of statins by millions of people worldwide has generated significant interest in their safety profile [6]. Their substantial impact on metabolism is a factor contributing to the likelihood of adverse effects [7]. Several studies involving large patient cohorts have identified a hereditary basis for the increased risk of adverse effects during statin therapy [8]. Candidate genes considered in this context include liver cytochrome genes involved in drug metabolism [9] and genes encoding membrane transport proteins [10].
Furthermore, changes in statin efficacy associated with the presence of specific allelic variants of the corresponding genes have been identified [11].
Population-specific genomic characteristics are one of the reasons for the variability in therapeutic drug effects and the risk of adverse reactions and complications [12]. Our study is aimed at investigating the factors determining the pharmacogenetic characteristics of statin therapy in the Kazakh population.
Objective
To determine the frequency of the SLCO1B1 gene polymorphism in patients with coronary artery disease (CAD) from the Kazakh population of Eastern Kazakhstan and its association with the efficacy and safety of atorvastatin therapy.
Materials and Methods
A cross-sectional comparative clinical-genetic study was conducted.
The study included 178 individuals, comprising 108 men and 70 women aged 40 to 70 years (mean age 61.1 ± 7.8 years).
Inclusion criteria:
Belonging to the Kazakh ethnicity (documented evidence of this ethnicity for all ancestors over two generations);
Presence of coronary artery disease with a very high risk of cardiovascular complications (including a history of myocardial infarction and coronary artery interventions);
Presence of cholesterol and lipid metabolism disorders constituting an indication for statin prescription;
Informed consent to participate in the study and undergo genetic testing.
Exclusion criteria:
Presence of contraindications to statin prescription unrelated to previously identified adverse effects;
Presence of severe diseases or concomitant conditions making it impossible to verify adverse effects of statin therapy;
Withdrawal of consent to participate in the study at any stage.
The study involved the clinical base of the Semey Emergency Hospital, the University Hospital of the Semey Medical University (Non-Commercial Joint-Stock Company), as well as primary healthcare (PHC) facilities where outpatient follow-up and treatment of patients included in the study were conducted.
The study did not involve active intervention into the ongoing treatment structure provided by family physicians, local practitioners, or cardiologists at the PHC level.
Data on the use of atorvastatin and other medications were obtained from inpatient medication charts, discharge summaries with treatment recommendations, and outpatient records containing prescriptions made by PHC physicians.
Genetic analyses were performed at the PCR Laboratory of the University Hospital, Semey Medical University (Non-Commercial Joint-Stock Company). Allelic variants of the OATP1B1 transporter protein gene SLCO1B1 (c.521T>C) were determined using polymerase chain reaction (PCR) on a BioRad instrument (USA) with SNP-Screen reagent kits in real-time PCR (RealTimePCR) according to the manufacturer's protocol (Sintol, Moscow).
Measurement of total cholesterol, lipoprotein fractions, and creatine phosphokinase (CPK) was performed on a PD 303S spectrophotometer at the Joint Educational and Scientific Laboratory of the Semey Medical University. Analyses were conducted before the start of statin therapy, at 2 months, and at 6 months.
The study employed descriptive statistical methods to determine the distribution structure of alleles and genotypes, as well as to describe the combinations of polymorphisms and prescribed drugs. Analysis of the significance of differences in numerical series was performed using the Mann-Whitney U test. The significance level for rejecting the null hypothesis was set at p < 0.05 [13].
Statistical data processing was performed using the STATISTICA Enterprise software package (StatSoft Inc., USA).
Results
Table 1 presents the distribution of the studied alleles and genotypes.
Table 1. Frequency of alleles and genotypes of the SLCO1B1 gene (polymorphism 521T>C)
| Alleles and Genotypes | Absolute Number | Frequency (%) |
|---|---|---|
| T | 292 | 82.0 |
| C | 64 | 18.0 |
| TT | 131 | 73.6 |
| CT | 30 | 16.9 |
| CC | 17 | 9.6 |
The frequency of the SLCO1B1 C allele was 18.0%. The total number of genotypes containing the C allele was 26.5%. No significant deviations from the expected equilibrium distribution were observed.
Table 2 presents data on the dynamics of cholesterol levels and CPK activity in the examined patients depending on the allelic forms of the studied gene.
Table 2. Biochemical parameters in patients depending on the SLCO1B1 genotype (polymorphism 521T>C)
| Parameter | Time of Assessment | Genotype | |||||
|---|---|---|---|---|---|---|---|
| TT (n=131) | TC (n=30) | CC (n=17) | |||||
| Mean | SD | Mean | SD | Mean | SD | ||
| Total serum cholesterol (mmol/L) | Before statin prescription | 7.71 | 1.44 | 7.92 | 1.38 | 7.73 | 1.09 |
| At 2 months | 4.88 | 0.81 | 5.31 | 0.66 | 6.12 | 0.99 | |
| At 6 months | 4.32* | 0.77 | 4.87* | 0.70 | 6.10 | 1.03 | |
| Serum LDL cholesterol (mmol/L) | Before statin prescription | 4.18 | 0.69 | 4.27 | 0.65 | 4.25 | 0.87 |
| At 2 months | 2.20 | 0.54 | 2.31 | 0.54 | 2.59 | 0.55 | |
| At 6 months | 2.02* | 0.48 | 2.20* | 0.47 | 2.51* | 0.52 | |
| Serum CPK activity (U/L) | Before statin prescription | 85.3 | 12.6 | 86.3 | 11.9 | 80.7 | 11.5 |
| At 2 months | 120.5 | 14.5 | 134.9 | 16.3 | 196.8*# | 32.9 | |
| At 6 months | 119.6 | 17.1 | 177.6 | 23.8 | 406.0*#@ | 85.0 | |
| Notes: Mean; SD — standard deviation; * — differences from levels before statin prescription are significant (p < 0.05); # — differences from the indicator in the TT genotype group are significant; @ — differences from the indicator in the TC genotype group are significant. |
At baseline, the studied biochemical parameters showed no differences between the groups. Subsequently, total cholesterol levels were found to depend substantially on the genotype. Differences from patients carrying the TT genotype amounted to 25.4% at 2 months and 41.2% at 6 months (p = 0.047 for the latter). However, LDL cholesterol levels differed non-significantly across all groups (24.3% between TT and CC genotypes at 6 months).
Differences in serum CPK activity between groups were maximal when stratified by this criterion. The highest values were observed in the CC genotype group. Differences from the homozygous TT genotype were 63.3% at 2 months and 239.5% at 6 months (p = 0.043 and p < 0.001, respectively). Differences between the TC heterozygous and CC homozygous genotype groups at 6 months were also significant (128.6%, p = 0.015).
Analysis of the distribution of subjective muscular symptoms related to therapy revealed certain differences. Thus, at 2 months, among 14 patients reporting myalgia and/or muscle weakness, only 5 carried the TT genotype (3.8% of this subgroup), 2 carried the TC genotype (6.6%), whereas 7 out of 17 patients in the CC homozygous subgroup reported such symptoms (41.2%, χ² = 14.45, p = 0.005), which correlates well with the increase in serum CPK activity. At 6 months, the corresponding distribution was 6 (4.6%) for TT, 3 (10.0%) for TC, and 10 (58.8%) for CC (χ² = 23.31, p < 0.001).
Discussion
The genetic components of the risk of adverse effects from various drug combinations are a current priority in pharmacological research. The identified mechanisms of influence involve both the terminal catabolism of drugs (terminating their action) and the regulation of intracellular transport and cellular response to the active substance, which determines the features of pharmacodynamics [14].
Our study identified genetic factors that, according to current data, influence the transport of atorvastatin in hepatocytes. The polymorphism of the studied gene is a major factor determining the statin concentration at the site of primary pharmacological activity [12].
Analysis of the allele distribution frequency of the studied gene among the examined individuals revealed no deviations from the Hardy-Weinberg equilibrium.
According to several authors, the frequency of the "slow" SLCO1B15 allele (i.e., the C allele of the 521T>C polymorphism) in the European population ranges from 15.0% to 21.6% [15]. Research results indicate that the presence of one "slow" allele increases the probability of developing statin-induced myopathy by 4.5 times, while homozygous carriage increases it by more than 16 times. The frequency of various SLCO1B15 genotypes in Russia has also been determined (TT — 61.0%, TC — 32.5%, CC — 6.5%) [16].
In a study conducted by Uzbek scientists [17], the frequency of the C allele (521T>C polymorphism) in a group of CAD patients with good statin tolerance was 0.150. In a group of patients with complications during statin therapy, the frequency of this allele was 0.385 (χ² = 5.7; p = 0.017).
An important aspect is the analysis of the risk of statin therapy complications, the most significant of which is skeletal muscle damage [18].
In our study, a number of patients developed myalgias and muscle weakness during treatment. These cases corresponded to elevated serum CPK activity levels. The genetic factor demonstrating the greatest significance regarding these manifestations was the homozygous presence of the SLCO1B1 transporter protein gene polymorphism (521T>C). Other genetic variants had substantially less influence on the risk of this adverse effect or none at all. Simultaneously, this genotype was associated with a reduced lipid-lowering effect of atorvastatin.
The management of patients with cardiovascular diseases currently exhibits two characteristic features. On one hand, modern treatment technologies offer enormous potential for preventing and correcting established disorders. On the other hand, there is a clear deficiency in the systemic approach to individual patients, which would require strict monitoring of intervention efficacy and safety, as well as continuity of patient care. Genetic studies allow the assessment of population-level risk and the need for determining specific genetic variants in various clinical situations. The identification of a pronounced negative impact of the SLCO1B1 transporter protein gene polymorphism on the risk profile during atorvastatin use in the Kazakh population provides a clear indication for applying this analysis both when prescribing statins and when insufficient efficacy or signs of adverse effects on muscle tissue are detected.
Conclusion
Thus, in the examined group of patients receiving statin therapy, a high prevalence of genetic variants determining the risk of adverse drug reactions was identified. Statistically significant differences in the frequency of clinical manifestations of statin-induced myopathy were associated exclusively with the homozygous CC genotype of the SLCO1B1 gene (521T>C polymorphism). The obtained data allow considering this genotype as a prognostic marker of high risk for complications of lipid-lowering therapy (specifically atorvastatin) in the studied ethnic group, thereby justifying its utility in treatment personalization.
References
1. Navarese EP, Kowalewski M, Andreotti F, et al. Meta-analysis of time-related benefits of statin therapy in patients with acute coronary syndrome undergoing percutaneous coronary intervention. The American Journal of Cardiology. 2014 May;113(10):1753-1764. DOI: 10.1016/j.amjcard.2014.02.034.
2. Athyros VG, Katsiki N, Karagiannis A, Mikhailidis DP. High-intensity statin therapy and regression of coronary atherosclerosis in patients with diabetes mellitus. J Diabetes Complications. 2015Jan-Feb;29(1):142-5. doi: 10.1016/j.jdiacomp.2014.10.004.
3. Correale M, Abruzzese S, Greco CA, et al. Pleiotropic effects of statin in therapy in heart failure: a review. Curr Vasc Pharmacol. 2014;12(6):873- 84. doi: 10.2174/1570161112999141127161508.
4. Müller-Wieland D, Merkel M. Lipidtherapie bei koronarer Herzkrankheit und Diabetes. Gegenwärtiger Stand und Perspektiven [Lipid therapy for patients with coronary heart disease and diabetes. Current state and perspectives]. Herz. 2014 May;39(3):299-305. German. doi: 10.1007/s00059-014-4083-4.
5. Mussina AZ, Smagulova GA, Veklenko GV et al. Effect of an educational intervention on the number potential drug-drug interactions. Saudi Pharmaceutical Journal. 2019;27(5):717-723. doi: 10.1016/j.jsps.2019.04.007.
6. Adhyaru BB, Jacobson TA. Safety and efficacy of statin therapy. Nat Rev Cardiol. 2018 Dec;15 (12):757-769. doi: 10.1038/s41569-018-0098-5.
7. Liu A, Wu Q, Guo J, et al. Statins: Adverse reactions, oxidative stress and metabolic interactions. Pharmacol Ther. 2019 Mar;195:54-84. doi: 10.1016/j.pharmthera.2018.10.004.
8. Jiang J, Tang Q, Feng J, et al. Association between SLCO1B1 -521T>C and -388A>G polymorphisms and risk of statin-induced adverse drug reactions: A meta-analysis. Springerplus. 2016 Aug 19;5(1):1368. doi: 10.1186/s40064-016-2912-z.
9. Licata A, Giammanco A, Minissale MG, et al. Liver and Statins: A Critical Appraisal of the Evidence. Current Medicinal Chemistry. 2018; 25(42):5835-5846. DOI: 10.2174/0929867325666180327095441.
10. Vrablik M, Zlatohlavek L, Stulc T, et al. Statinassociated myopathy: from genetic predisposition to clinical management. Physiol Res. 2014; 63(Suppl 3):S327-34. doi: 10.33549/physiolres.932865.
11. Maggo SD, Kennedy MA, Clark DW. Clinical implications of pharmacogenetic variation on the effects of statins. Drug Saf. 2011 Jan 1;34(1):1-19. doi: 10.2165/11584380-000000000-00000.
12. Hopewell JC, Reith C, Armitage J. Pharmacogenomics of statin therapy: any new insights in efficacy or safety? Curr Opin Lipidol. 2014 Dec;25(6):438-45. doi: 10.1097/MOL.0000000000000125.
13. Glanz S. Medical and biological statistics / translated from English. - M., Praktika, 1998. - 459 p.
14. Bellosta S, Corsini A. Statin drug interactions and related adverse reactions: an update. Expert Opinion on Drug Safety. 2018 Jan;17(1):25-37. DOI: 10.1080/14740338.2018.1394455.
15. Kee PS, Chin PKL, Kennedy MA, Maggo SDS. Pharmacogenetics of Statin-Induced Myotoxicity. Front Genet. 2020 Oct 16;11:575678. doi: 10.3389/fgene.2020.575678.
16. Shuev G.N., Sychev D.A., Grachev A.V. SLCO1B1 gene polymorphism associated with the development of statininduced myopathy, vitamin D levels in Russian patients with hyperlipidemia. Creative cardiology. 2015;4:40-45. (In Russ.).
17. Turner RM, Pirmohamed M. Cardiovascular pharmacogenomics: expectations and practical benefits. Clinical Pharmacology and Therapeutics. 2014 Mar;95(3):281-293. DOI: 10.1038/clpt.2013.234.
18. Attardo S, Musumeci O, Velardo D, Toscano A. Statins Neuromuscular Adverse Effects. International Journal of Molecular Sciences. 2022 Jul;23(15):8364. DOI: 10.3390/ijms23158364.
About the Authors
R. Ye. TuleutayevaKazakhstan
Raikhan Ye. Tuleutayeva — Cand. Sci. (Med.), Associate Professor, Professor at the Russian Academy of Natural Sciences, Head of the Department of Department of Pharmacology named after M. N. Musina NAO
Semey
A. R. Makhatova
Kazakhstan
Assem R. Makhatova — PhD, Assistant Professor, Department of Pharmacology named after M. N. Musina NAO
Semey
A. Ye. Kassymkan
Kazakhstan
Aigerim Ye. Kassymkan — Assistant Professor, Department of Pharmacology named after M. N. Musina NAO
Semey
Zh. B. Imatulina
Kazakhstan
Zhanyl B. Imatulina — assistant at the Department of Pharmacology named after M. N. Musina NAO
Semey
What is already known about this topic?
The SLCO1B1 polymorphism (c.521T>C, *5 allele) is associated with reduced statin transport into hepatocytes, increased systemic concentration, and a higher risk of statin-induced myopathy.
In European populations, the frequency of the "slow" C allele ranges from 15–21%; the homozygous CC genotype increases the risk of myopathy more than 16-fold.
In Russia, the genotype frequencies of SLCO1B1 are: TT — 61%, TC — 32.5%, CC — 6.5%.
In the Uzbek population (patients with coronary artery disease and good statin tolerance), the C allele frequency is 15%, while in the complication group it is 38.5%.
What is new in the article?
First data on SLCO1B1 (c.521T>C) polymorphism frequency in the Kazakh population of East Kazakhstan: C allele — 18.0%, genotype TT — 73.6%, TC — 16.9%, CC — 9.6%.
CC genotype carriers showed a significant reduction in atorvastatin efficacy: total cholesterol at 6 months remained at 6.10 mmol/L vs 4.32 mmol/L in the TT group (41.2% difference).
A marked increase in creatine phosphokinase (CPK) activity was observed in CC homozygotes: at 6 months — 406.0 U/L vs 119.6 U/L in the TT group (239.5% difference, p<0.001).
The frequency of myalgia and muscle weakness in CC carriers at 6 months was 58.8% vs 4.6% in the TT group (χ²=23.31, p<0.001).
How can this affect clinical practice in the foreseeable future?
Testing recommendation: SLCO1B1 (c.521T>C) genetic analysis could be introduced in the Kazakh population to predict the risk of myopathy and reduced atorvastatin efficacy.
Therapy personalization: For homozygous CC genotype carriers, alternative statins (e.g., pravastatin or lower-dose rosuvastatin) or dose reduction with CPK monitoring should be considered.
Improved safety: Routine testing before statin prescription could prevent severe adverse effects (including rhabdomyolysis) in genetically predisposed patients of Kazakh ethnicity.
Cost-effectiveness: Identifying high-risk patients before initiating therapy may reduce costs associated with complication management and rehospitalizations.
Review
For citations:
Tuleutayeva R.Ye., Makhatova A.R., Kassymkan A.Ye., Imatulina Zh.B. Efficacy and safety of atorvastatin therapy in the Kazakh ethnic group. Pharmacogenetics and Pharmacogenomics. 2026;(1):17-23. (In Russ.) https://doi.org/10.37489/2588-0527-0003. EDN: KNZVMV
JATS XML




































