
ASSOCIATION OF CYP2C19*2 C.681G>A (RS4244285) LOSS-OF-FUNCTION ALLELE WITH CARDIOVASCULAR DISEASE RISK IN THE KOSOVO POPULATION Elshani N1*, Ukella K1, Staninova Stojovska M2, Naumovska Z2, Kurshumliu M3, Gorani D4, Kapedanovska Nestorovska A *Corresponding Author: Corresponding Author: Nora Elshani, Glloku te Shelgjet “Veternik” 10000-Prishtinë, Kosova. Phone: +38344601032. E-mail: nora.elshani1@gmail.com; nora.elshani@rezonanca-rks.com. page: 0
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MATERIAL AND METHODS
Study population
The study population for the current hybrid ob-
servational study with retrospective data collection and
prospective follow up was comprised of 150 adult pa-
tients, 18 years and older, presenting at the cardiology
clinic at the University Clinical Center of Kosovo in the
period from December 2023 to May 2024. Major inclu-
sion criteria were the use of clopidogrel therapy because
of established cardiovascular diseases (CVD), coronary
heart disease (CHD), coronary artery disease (CAD),
and cerebrovascular disease, particularly patients with
acute coronary syndromes (ACS), including myocardial infarction (MI) with or without ST-elevation (STEMI or
NSTEMI) or unstable angina undergoing percutaneous
coronary intervention (PCI) with or without stent. Patients
were excluded from the study if they had: 1) a prior history
of bleeding (e.g., peptic ulcer, intracranial hemorrhage,
menstrual bleeding), 2) clinically significant abnormali-
ties in platelet function or severe hepatic insufficiency, 3)
drug addiction or alcohol use disorder, or 4) had donated
blood within the last 2 months before starting clopidogrel
therapy. Female patients on hormone replacement therapy
or using an intrauterine contraceptive device were also ex-
cluded. These exclusion criteria align with those in previ-
ously conducted Phase 3 randomized, double-blind clinical
studies of clopidogrel, ensuring a reliable, homogeneous
study population while minimizing the risk of confound-
ing variables and adverse effects. Demographic data (age
and gender) and clinical data, including indications for
clopidogrel therapy (e.g., acute myocardial infarction,
stroke, cardiac catheterization for coronary artery disease,
cardiac artery bypass graft surgery, carotid angiography,
carotid stenting, carotid endarterectomy, and extremity
arteriography), as well as risk factors and co-morbidities
(such as heart disease, ischemic heart disease, heart fail-
ure, hypertension, diabetes mellitus, stroke, and chronic
ischemic heart disease), were manually abstracted from
the medical health records (MHR). From each participant
previously written informed consent was obtained. The
follow-up period for Event-Free Survival (EFS) analysis
was 24 months. The study complied with the principles
of Helsinki Declaration and was approved from Com-
mittee Ethics of Alma Mater Europaea Campus College
“REZONANCA” (Protocol No: AD-762/23) and Chamber
of Pharmacists of Kosova (No.105).
Genotyping procedures
Genomic DNA was extracted from 2 ml of peripheral
blood using the NX-48S Genomic DNA Kit according to
the manufacturer’s recommended protocol (Genolution
Inc, Seoul, Republic of Korea) and stored at -20°C until
further analysis. DNA purity and concentrations were veri-
fied by UV absorption at 260/280 nm using the NanoDrop
2000TM spectrophotometer (Thermo Fisher Scientific).
CYP2C19*2 c.681G>A (rs4244285) polymorphism was
genotyped by allele discrimination PCR on a Stratagene
Mx3005P (Agilent Technologies, Santa Clara, CA, USA)
real-time PCR system using TaqMan® DME genotyping
assay (C__25986767_70; Thermo Fisher Scientific). The
genotypes were determined in a reaction mix containing 20
ng DNA in a total volume of 25 µL according to the manu-
facturer’s recommended protocol. Positive and negative
controls were included on each plate and reproducibility
was checked by re-genotyping 15% of the cases. In accord-
ance with the Clinical Pharmacogenetics Implementation
Consortium (CPIC)–recommended genotype‐to‐pheno-
type classifications, CYP2C19*2 metabolizer phenotypes
were assigned and reported as follows: Poor Metabolizer
(PM with 2 no function alleles; *2/*2 genotype), Inter-
mediate Metabolizer (IM with 1 no function allele; *1/*2
genotype), normal metabolizer (NM; *1/*1 genotype) [16].
All genotyping procedures were performed at the Center
for Biomolecular Pharmaceutical Analysis, Faculty of
Pharmacy-University Ss. Cyril and Methodius, Skopje,
Republic of North Macedonia.
Statistical analysis
The study population was analyzed descriptively,
with demographic, clinical, and genetic data presented as
counts and frequencies (percentages). Allele and genotype
frequencies were assessed for Hardy-Weinberg equilib-
rium using the Chi-squared (χ2) test. CYP2C19*2 data
from patients were compared with a historical genotype
control of the healthy Kosovo population as reported by
Krasniqi et al. (2017) [27] utilizing Fisher’s exact test.
Stratified analyses examined the association between pa-
tients CYP2C19*2 status and risk factors. Odds ratios (OR)
with 95% confidence intervals (CI) were calculated, with
statistical significance set at p ≤ 0.05. All analyses were
conducted using MedCalc Software v22.026 (Med Calc
Software Ltd, Ostend, Belgium).
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