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18 pages, 1920 KB  
Article
Pharmacogenetic Associations with Statin Regimen Modification, Intolerance, and Adverse Outcomes in Coronary Artery Disease Patients
by Rania Abdel-latif, Shaban Mohammed, Mohamad Saad, Khalid Kunji, Wadha Al-Muftah, Ayman El-Menyar and Jassim Al Suwaidi
Pharmaceuticals 2026, 19(3), 514; https://doi.org/10.3390/ph19030514 - 21 Mar 2026
Viewed by 212
Abstract
Background: Statins are central to primary and secondary prevention of atherosclerotic cardiovascular disease but are often underutilized due to myopathy and intolerance. While individual pharmacogenetic (PGx) variants, particularly in SLCO1B1, are linked to statin-associated muscle symptoms, the real-world impact of both [...] Read more.
Background: Statins are central to primary and secondary prevention of atherosclerotic cardiovascular disease but are often underutilized due to myopathy and intolerance. While individual pharmacogenetic (PGx) variants, particularly in SLCO1B1, are linked to statin-associated muscle symptoms, the real-world impact of both clinical and cumulative PGx burden on regimen modification and adverse outcomes remains unclear. We aimed to evaluate the existing uncertainty regarding whether combined PGx scores can effectively guide statin dose titration and regimen modification, thereby filling a key clinical gap. Methods: A retrospective cohort study of 911 statin-treated patients with coronary artery disease was conducted from the Qatar Cardiovascular Biorepository with available whole-genome sequencing data. Variants in SLCO1B1, ABCG2, and CYP2C9 were combined into a functional PGx burden score, and their associations with statin regimen modification, intolerance, myopathy, liver injury, adherence, and composite adverse events were evaluated. The composite adverse events were defined as the occurrence of any statin-related adverse event, including statin-associated myopathy, liver injury, or poor medication adherence, during the follow-up period. Patients were classified as having experienced the composite outcome if at least one of these events occurred. Results: Over 12 months following statin initiation, 10.2% of patients underwent dose escalation, 11.4% de-escalation, and 78.4% remained on the same regimen. PGx burden is not statistically significantly associated with statin intolerance (OR 1.14; 95% CI: 0.73–1.76), composite adverse outcome (OR 1.08; 95% CI 0.82–1.42), or time to regimen change (HR 1.02; 95% CI 0.77–1.35). However, higher PGx burden showed a directional tendency toward dose de-escalation (RRR 1.18, 95% CI 0.76–1.84) and lower likelihood of escalation (RRR 0.93, 95% CI 0.56–1.54). Conclusions: Clinical factors, particularly statin intensity and myopathy, were the primary determinants of regimen modification. The PGx burden contributes to vulnerability to statin-related adverse effects in a context-dependent manner but does not independently drive statin regimen modification in routine clinical practice. Prospective studies are warranted to assess the clinical utility of PGx-guided workflows in statin therapy. Full article
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23 pages, 1566 KB  
Review
Preeclampsia Genomic Susceptibility Factors in Populations of African Ancestry: A Systematic Review and Meta-Analysis
by Jonathan N. Katsukunya, Bianca Davidson, Khuthala Mnika, Nyarai D. Soko, Ayesha Osman, Mushi Matjila, Erika Jones and Collet Dandara
Int. J. Mol. Sci. 2026, 27(6), 2594; https://doi.org/10.3390/ijms27062594 - 12 Mar 2026
Viewed by 282
Abstract
The aim of this review is to examine the contribution of genomic variation to preeclampsia susceptibility in Africans. PubMed/Medline, Scopus, African Index Medicus and Sabinet African Journals databases were used to access studies conducted in populations of African descent focussing on the genomics [...] Read more.
The aim of this review is to examine the contribution of genomic variation to preeclampsia susceptibility in Africans. PubMed/Medline, Scopus, African Index Medicus and Sabinet African Journals databases were used to access studies conducted in populations of African descent focussing on the genomics of preeclampsia. Studies were selected according to PRISMA guidelines and assessed for quality and risk of bias using the Critical Appraisal Skills Programme (CASP) and Joanna Briggs Institute (JBI) checklists. Meta-analysis was conducted using a random effects model, and publication bias was evaluated using the Eggers test and funnel plots. Grading of Recommendations, Assessment, Development and Evaluation (GRADE) was applied to evaluate the certainty of evidence outcomes. Sixty-six (66) studies reporting on genomics of preeclampsia were retrieved. Forty-four (44) studies had a quality assessment score ≥75%. Vascular pathway genes (GNB3, FLT1, NOS3 and VEGFC; OR (95% CI): 1.61 (1.38–1.88); I2: 0.0%, p = 0.87; GRADE: low certainty), immune/inflammatory pathway genes (APOL1, ERAP2, HLA-G, IL-1β, LEPR and TNF-α; OR (95% CI): 2.07 (1.68–2.54); I2: 42.2%, p = 0.04; GRADE: low certainty) and cellular homeostasis genes (GLUT9, URAT1, SLC4A1 and SLCO4C1; OR (95% CI): 1.65 (1.43–1.91); I2: 0.0%, p = 0.99; GRADE: low certainty) showed pooled effect estimates suggestive of moderate to increased preeclampsia risk. APOL1 G1 or G2 risk alleles seemed to contribute 1.70-fold (95% CI: 1.39–2.07; I2: 0.0%; p = 0.51; GRADE: low certainty), respectively, to overall preeclampsia risk. Vascular, immune/inflammatory and cellular homeostasis genes may be ideal starting points for future research, and further validation of the role of APOL1 G1 or G2 risk alleles in preeclampsia may be essential. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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24 pages, 2198 KB  
Article
Impact of SLCO1B1 Polymorphism and Vitamin D Status on Statin Efficacy and Tolerability in Postmenopausal Women
by Romana Marušić, Dunja Šojat, Tatjana Bačun, Nenad Nešković, Željko Debeljak, Mirna Glegj, Melita Vukšić Polić and Saška Marczi
Biomedicines 2026, 14(1), 113; https://doi.org/10.3390/biomedicines14010113 - 6 Jan 2026
Viewed by 718
Abstract
Background: Interindividual differences in statin efficacy and tolerability are partly determined by genetic and metabolic factors. The SLCO1B1 c.521T>C polymorphism affects hepatic statin transport, while vitamin D deficiency may influence lipid metabolism and muscular tolerance. This study aimed to assess the impact [...] Read more.
Background: Interindividual differences in statin efficacy and tolerability are partly determined by genetic and metabolic factors. The SLCO1B1 c.521T>C polymorphism affects hepatic statin transport, while vitamin D deficiency may influence lipid metabolism and muscular tolerance. This study aimed to assess the impact of SLCO1B1 genotype and vitamin D status on lipid-lowering response and adverse events in postmenopausal women treated with atorvastatin or rosuvastatin. Methods: A total of 145 Croatian postmenopausal women were prospectively followed for 16 weeks. Participants received atorvastatin or rosuvastatin with dose titration to achieve low-density lipoprotein cholesterol (LDL-C) targets. Serum lipids, liver enzymes, and creatine kinase were monitored monthly. Serum levels of 25-hydroxyvitamin D were quantified by LC–MS/MS, while SLCO1B1 c.521T>C genotyping was performed using real-time PCR. Results: Rosuvastatin achieved a higher LDL-C target attainment rate compared with atorvastatin (81.1% vs. 67.6%, p = 0.02). The SLCO1B1 genotype was not associated with lipid response but was significantly associated with adverse effects. In multivariable regression analysis, patients with the T/C genotype had a significantly higher risk of developing adverse effects compared with those with the T/T genotype (OR 7.4, 95% Cl 2.1–26.7, p = 0.002). Vitamin D status showed no significant association with lipid outcomes or adverse events, although participants with severe deficiency exhibited a weaker LDL-C response. Conclusions: Rosuvastatin demonstrated superior lipid-lowering efficacy and tolerability compared with atorvastatin in postmenopausal women. The SLCO1B1 c.521T>C variant primarily affected safety rather than efficacy, while severe vitamin D deficiency might contribute to diminished statin response. Integrating pharmacogenetic and endocrine profiling could enhance individualized statin therapy and cardiovascular prevention in women. Full article
(This article belongs to the Special Issue Type 2 Diabetes: Current Progress and Future Challenges)
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13 pages, 261 KB  
Article
Genetic Markers of Methotrexate Treatment Failure in Psoriasis
by Maria N. Vikhreva, Lavrenty G. Danilov, Andrey A. Martynov, Olga A. Levashova, Svetlana N. Tuchkova, Sherzod P. Abdullaev, Karin B. Mirzaev, Andrey S. Glotov, Oleg S. Glotov and Dmitry A. Sychev
J. Pers. Med. 2026, 16(1), 5; https://doi.org/10.3390/jpm16010005 - 25 Dec 2025
Viewed by 593
Abstract
Background: Pharmacogenetic markers associated with the need to switch patients from methotrexate (MTX) to biologic agents in moderate-to-severe psoriasis remain insufficiently studied. The pharmacokinetics of MTX depend on the individual characteristics of the patient, as well as on the function of specific transporters [...] Read more.
Background: Pharmacogenetic markers associated with the need to switch patients from methotrexate (MTX) to biologic agents in moderate-to-severe psoriasis remain insufficiently studied. The pharmacokinetics of MTX depend on the individual characteristics of the patient, as well as on the function of specific transporters and enzymes involved in its absorption, distribution, metabolism, and elimination; therefore, polymorphisms in genes encoding these proteins may be considered pharmacogenetic predictors of MTX intolerance or insufficient efficacy. This study aimed to investigate genetic variants associated with MTX intolerance or insufficient efficacy leading to therapy switch. Methods: A total of 80 patients with moderate-to-severe psoriasis were included: 43 who required switching from MTX to biologics and 37 who continued MTX therapy. Twelve polymorphisms in transporter and metabolism-related genes (ABCB1 (rs1045642), MTHFR (rs1801133), ABCB1 (rs1128503), ABCC2 (rs3740066), ABCC2 (rs717620), ABCG2 (rs2231137), GSTP1 (rs1695), SLC19A1 (rs1051266), COL18A1 (rs9977268), SLCO1B1 (rs2306283), SLCO1B1 (rs4149056), and ABCB1 (rs2229109)) were analyzed using next-generation sequencing. Results: Significant differences in genotype frequencies were observed for SLC19A1 rs1051266 (p = 0.03) and COL18A1 rs9977268 (p = 0.02). Carriers of the T allele in both genes were more frequent among patients requiring biologic therapy, suggesting a possible association with MTX intolerance or reduced efficacy. Conclusions: The study revealed an association between polymorphisms in the SLC19A1 rs1051266 and COL18A1 rs9977268 genes and the need to switch from MTX to biologic therapy in patients with moderate-to-severe psoriasis. These findings suggest that carriers of the C allele in these genes may have an increased risk of methotrexate intolerance. Full article
(This article belongs to the Special Issue New Approaches in Pharmacogenomics)
32 pages, 4624 KB  
Article
Transcriptional Activity of Genes Related to the Biotransformation Process in the Development of Colorectal Cancer
by Grażyna Janikowska, Tomasz Janikowski, Aleksandra Kuźbińska, Mieszko Opiłka, Urszula Mazurek and Zbigniew Lorenc
Int. J. Mol. Sci. 2025, 26(24), 12116; https://doi.org/10.3390/ijms262412116 - 16 Dec 2025
Viewed by 1283
Abstract
Colorectal cancer (CRC) remains the third leading cause of mortality among cancer patients in developed countries. Each new study in this field can contribute to better detection, diagnosis, and treatment of this disease. Our study aimed to assess transcriptional activity of genes associated [...] Read more.
Colorectal cancer (CRC) remains the third leading cause of mortality among cancer patients in developed countries. Each new study in this field can contribute to better detection, diagnosis, and treatment of this disease. Our study aimed to assess transcriptional activity of genes associated with the biotransformation of xenobiotics and endobiotics in all three phases in the CRC adenocarcinoma, including correlations between them, as well as the aromatic hydrocarbon receptor (AhR) pathways. Based on transcriptome analysis (1252 mRNAs) of the CRC tissue and healthy colon, the upregulation or downregulation of 46 significant mRNAs was presented. The study also revealed the downregulation of AKR7A2 and upregulation of SLC5A6 and SLC29A2, previously undistinguished and potentially therapeutically valuable in CRC. The diagnostic potential of ADH1C, GGT5, NQO2, and SLC25A5 was demonstrated. It was stated that the AHR, EPHX1, GSTP1, and SLC25A32 did not correlate in healthy intestinal tissue whereas AHCY, ALDH1A1, NNMT, GSTM4, UGT2B17, and SLCO1B3 did not correlate in CRC. The disturbed transcriptional activity of genes related to the biotransformation process at all stages of CRC suggests that this may be the cause of its occurrence; the genes ought to be taken into account in preventive strategies and the treatment of patients. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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13 pages, 635 KB  
Article
Retrospective Evaluation of the Impact of SLCO1B1 Variation on Statin Effectiveness
by Mayeesha Ahmed Feldman, Kendall Billman, Mounia Sennoun, Gloria Ng, Mariam Hussain, Elizabeth G. Schlosser, Ana L. Hincapie and Josiah D. Allen
J. Pers. Med. 2025, 15(11), 511; https://doi.org/10.3390/jpm15110511 - 29 Oct 2025
Viewed by 1309
Abstract
Background: Solute carrier organic anion transporter family member 1B1 (SLCO1B1) mediates statin uptake into hepatocytes, the primary sites of cholesterol production. While the impact of SLCO1B1 variation on statin-associated muscle symptoms (SAMS) is well-documented, its role in LDL-C reduction remains understudied. This [...] Read more.
Background: Solute carrier organic anion transporter family member 1B1 (SLCO1B1) mediates statin uptake into hepatocytes, the primary sites of cholesterol production. While the impact of SLCO1B1 variation on statin-associated muscle symptoms (SAMS) is well-documented, its role in LDL-C reduction remains understudied. This single-center, retrospective cohort study evaluated whether SLCO1B1 variation affects statin effectiveness in 213 adults. Methods: The SLCO1B1 variant rs4149056 (NM_006446.5:c.521T>C) was tested to categorize patients by their SLCO1B1 function: normal, decreased, or poor. The primary endpoint was percent change in LDL-C from baseline to follow-up (≥6 weeks post-statin initiation), with secondary endpoints of SAMS occurrence and statin adherence. Results: Overall, the average LDL-C decreased by 32% across all groups. No significant difference in LDL-C reduction was observed between SLCO1B1 phenotypes (p = 0.24). Conclusions: SLCO1B1 variation did not significantly affect LDL-C reduction, SAMS occurrence, or statin adherence. However, the retrospective design and limited adherence data in this study represent important limitations warranting prospective validation studies. Full article
(This article belongs to the Special Issue New Trends and Challenges in Pharmacogenomics Research)
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22 pages, 1021 KB  
Review
Next-Generation Approaches in Sports Medicine: The Role of Genetics, Omics, and Digital Health in Optimizing Athlete Performance and Longevity—A Narrative Review
by Alen Juginović, Adrijana Kekić, Ivan Aranza, Valentina Biloš and Mirko Armanda
Life 2025, 15(7), 1023; https://doi.org/10.3390/life15071023 - 27 Jun 2025
Cited by 3 | Viewed by 4990
Abstract
This review aims to provide a comprehensive framework for implementing precision sports medicine, integrating genetics, pharmacogenomics, digital health solutions, and multi-omics data. Literature review was conducted using MEDLINE, EMBASE, Web of Science, and Cochrane Library databases (January 2018–April 2024), focusing on precision medicine [...] Read more.
This review aims to provide a comprehensive framework for implementing precision sports medicine, integrating genetics, pharmacogenomics, digital health solutions, and multi-omics data. Literature review was conducted using MEDLINE, EMBASE, Web of Science, and Cochrane Library databases (January 2018–April 2024), focusing on precision medicine applications in sports medicine, utilizing key terms including “precision medicine”, “sports medicine”, “genetics”, and “multi-omics”, with forward and backward citation tracking. The review identified key gene variants affecting athletic performance: endurance (AMPD1, PPARGC1A), power (ACTN3, NOS3), strength (PPARG), and injury susceptibility (COL5A1, MMP3), while also examining inherited conditions like cardiomyopathies (MYH7, MYBPC3). Pharmacogenomic guidelines were established for optimizing common sports medications, including NSAIDs (CYP2C9), opioids (CYP2D6), and cardiovascular drugs (SLCO1B1, CYP2C19). Digital health technologies, including wearables and predictive analytics, showed potential for enhanced athlete monitoring and injury prevention, while multi-omics approaches integrated various molecular data to understand exercise capacity and injury predisposition, enabling personalized assessments, training regimens, and therapeutic interventions based on individual biomolecular profiles. This review provides sports medicine professionals with a framework to deliver personalized care tailored to each athlete’s unique profile, promising optimized performance, reduced injury risks, and improved recovery outcomes. Full article
(This article belongs to the Section Medical Research)
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8 pages, 945 KB  
Case Report
Triple Non-Statin Therapy with Ezetimibe, Inclisiran, and Bempedoic Acid in Patients with Genetically Confirmed Statin-Induced Rhabdomyolysis: A Dual Case Report
by Jozef Dodulík, Jiří Plášek, Ivana Kacířová, Romana Uřinovská, Jiří Vrtal and Jan Václavík
Pharmaceuticals 2025, 18(6), 818; https://doi.org/10.3390/ph18060818 - 29 May 2025
Cited by 1 | Viewed by 3657
Abstract
Background: Statin intolerance is a serious therapeutic dilemma in secondary cardiovascular prevention (e.g., ESC/EAS Guidelines 2023). This is especially true when confirmed by genetic predisposition and complicated by rhabdomyolysis. Although several non-statin agents have become available in recent years, evidence regarding their combined [...] Read more.
Background: Statin intolerance is a serious therapeutic dilemma in secondary cardiovascular prevention (e.g., ESC/EAS Guidelines 2023). This is especially true when confirmed by genetic predisposition and complicated by rhabdomyolysis. Although several non-statin agents have become available in recent years, evidence regarding their combined use in high-risk statin-intolerant patients remains limited. Furthermore, the pharmacokinetics of statins in toxic concentrations are poorly characterized in clinical settings. Case Presentation: We present two cases of genetically confirmed statin-induced rhabdomyolysis, both accompanied by severe acute kidney injury requiring renal replacement therapy. In both patients, serial measurements of rosuvastatin plasma concentrations revealed markedly delayed elimination, with detectable levels persisting for several weeks despite ongoing dialysis. Estimated half-lives exceeded 7 days in both cases, far beyond the known therapeutic range. Genetic testing identified SLCO1B1, ABCB1, and CYP2C9 polymorphisms linked to reduced hepatic uptake and impaired drug clearance. Following biochemical recovery, both patients were initiated on a triple non-statin lipid-lowering regimen consisting of ezetimibe, bempedoic acid, and inclisiran. The combination was well tolerated, with no recurrence of muscle-related symptoms or biochemical toxicity. LDL-C levels were reduced from 3.05 to 1.59 mmol/L and from 4.99 to 1.52 mmol/L, respectively, with sustained response over 12 and 40 weeks. Full lipid profiles demonstrated favorable changes across all parameters. Conclusions: These two cases suggest that the combination of ezetimibe, inclisiran, and bempedoic acid may serve as a safe and effective therapeutic option in patients with severe statin intolerance. Pharmacogenetic testing and serial pharmacokinetic assessment may guide personalized lipid-lowering strategies and improve outcomes in this challenging patient population. Full article
(This article belongs to the Topic Research in Pharmacological Therapies, 2nd Edition)
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16 pages, 7285 KB  
Article
S-Nitrosoglutathione Is Not a Substrate of OATP1B1, but Stimulates Its Expression and Activity
by Yulia V. Abalenikhina, Aleksey V. Shchulkin, Olga N. Suchkova, Pelageya D. Ananyeva, Pavel Yu. Mylnikov, Elena N. Yakusheva, Igor A. Suchkov and Roman E. Kalinin
Biomolecules 2025, 15(3), 428; https://doi.org/10.3390/biom15030428 - 17 Mar 2025
Cited by 1 | Viewed by 1319
Abstract
S-nitrosoglutathione (GSNO) is the S-nitrosated derivative of glutathione (GSH). GSNO is an endogenous class of NO donors and a natural NO depot in biological systems. Organic anion transporting polypeptide 1B1 (OATP1B1) is an influx transporter that is expressed in the liver. OATP1B1 plays [...] Read more.
S-nitrosoglutathione (GSNO) is the S-nitrosated derivative of glutathione (GSH). GSNO is an endogenous class of NO donors and a natural NO depot in biological systems. Organic anion transporting polypeptide 1B1 (OATP1B1) is an influx transporter that is expressed in the liver. OATP1B1 plays an important role in the transport of endogenous and exogenous substances. Various pathways for the regulation of OATP1B1 have been described. In the present study, the involvement of OATP1B1 in GSNO transport and the regulation of OATP1B1 by GSNO was examined. For HEK293-OATP1B1, it has been shown that GSNO is not a substrate of OATP1B1, but OATP1B1 can participate in the transport of GSH across the cell membrane. GSNO at concentrations of 1–100 μM and exposure for 3 h do not affect the expression and activity of OATP1B1, but exposure for 24 and 72 h stimulates the expression of the SLCO1B1 gene, OATP1B1, and transporter activity. Up-regulation of OATP1B1 by GSNO is carried out through the NO-cGMP signaling pathway, Nrf2, and LXRa. Full article
(This article belongs to the Section Cellular Biochemistry)
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14 pages, 652 KB  
Article
Genetic Variations in CYP19A1 and SLCO1B1 Genes and Their Association with Endometrial Cancer Risk in the Taiwanese Population: A Case–Control Study
by Yu Wang, Yu-Ru Wu, Tzu-Hung Hsiao, I-Chieh Chen and Hsiao-Fan Kung
Int. J. Mol. Sci. 2025, 26(6), 2461; https://doi.org/10.3390/ijms26062461 - 10 Mar 2025
Viewed by 1588
Abstract
Endometrial cancer is the most common gynecologic malignancy in developed countries, and its incidence is rising globally. Genetic predisposition plays a significant role in modulating risk, particularly in Asian populations. In Taiwan, the burden of endometrial cancer has increased, highlighting the need to [...] Read more.
Endometrial cancer is the most common gynecologic malignancy in developed countries, and its incidence is rising globally. Genetic predisposition plays a significant role in modulating risk, particularly in Asian populations. In Taiwan, the burden of endometrial cancer has increased, highlighting the need to gain a better understanding of the genetic loci associated with this disease. This retrospective case–control study included 373 endometrial cancer patients and 3730 controls from the Taiwan Precision Medicine Initiative. Genotype data were obtained using the TWB 2.0 SNP chip. Statistical analyses were conducted using PLINK and SPSS, with logistic regression models assessing the associations between genetic variants and endometrial cancer risk. In this study, we identified two SNPs, rs17601876 in CYP19A1 and rs2900478 in SLCO1B1, that were associated with endometrial cancer. The AG/GG genotypes of rs17601876 showed a protective effect (OR = 0.743, p = 0.006), while the TA/AA genotypes of rs2900478 exhibited a nonsignificant trend toward an increased risk. Higher BMI, LDL, triglyceride, total cholesterol, and HbA1c, as well as lower HDL, were strongly associated with greater risk. Our findings demonstrated a protective role of rs17601876 in CYP19A1 and further showed its potential impact on estrogen biosynthesis. Genetic factors involved in endometrial cancer risk are an important issue. Further functional studies are needed to validate the present findings. Full article
(This article belongs to the Special Issue Gynecological Cancer: Targeted Therapeutics and Future Perspectives)
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12 pages, 959 KB  
Article
Pharmacogenetics and Pharmacokinetics of Moxifloxacin in MDR-TB Patients in Indonesia: Analysis for ABCB1 and SLCO1B1
by Nurul Annisa, Nadiya N. Afifah, Prayudi Santoso, Vycke Yunivita, Lindsey H. M. te Brake, Rob E. Aarnoutse, Melisa I. Barliana and Rovina Ruslami
Antibiotics 2025, 14(2), 204; https://doi.org/10.3390/antibiotics14020204 - 16 Feb 2025
Cited by 2 | Viewed by 1694
Abstract
Background/Objectives: Studies show that SNPs in ABCB1 rs2032582 and SLCO1B1 rs4149015 affect the PK profile of moxifloxacin, a key drug for MDR-TB. This study aimed to assess the genotype frequencies of ABCB1 rs2032582 and SLCO1B1 rs4149015; describe moxifloxacin AUC0–24 and C [...] Read more.
Background/Objectives: Studies show that SNPs in ABCB1 rs2032582 and SLCO1B1 rs4149015 affect the PK profile of moxifloxacin, a key drug for MDR-TB. This study aimed to assess the genotype frequencies of ABCB1 rs2032582 and SLCO1B1 rs4149015; describe moxifloxacin AUC0–24 and Cmax; and evaluate the association between genotype variations and moxifloxacin AUC0–24 and Cmax, corrected for the effect of other determinants in MDR-TB patients in Indonesia. Methods: The genotypes were identified using DNA sequencing. Plasma samples for PK analysis were collected at either two or four timepoints post-dose, at steady state. AUC0–24 values were assessed with a limited sampling formula. A multivariate linear regression analysis identified the determinants for moxifloxacin AUC0–24 and Cmax. Results: We recruited 204 MDR-TB patients for PG analysis, with 80 providing PK samples. The majority of the ABCB1 and SLCO1B1 genotypes were wildtype (GG), 41.7% and 93.6%, respectively. The geometric mean AUC0–24 for moxifloxacin was 78.6 mg·h/L and that for Cmax was 6.1 mg/L. No statistically significant difference in exposure to moxifloxacin could be shown between the genotypes. Sex, age, and dose in mg/kg/body weight were significant determinants of the AUC0–24 of moxifloxacin. Conclusions: The major genotype of ABCB1 rs2032582 and SLCO1B1 rs4149015 was wildtype, and the exposure to moxifloxacin was high but not related to the studied genotype in an Indonesian population. Full article
(This article belongs to the Section Pharmacokinetics and Pharmacodynamics of Drugs)
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30 pages, 5645 KB  
Article
Exploring the Antidiabetic Potential of Salvia officinalis Using Network Pharmacology, Molecular Docking and ADME/Drug-Likeness Predictions
by Chimaobi J. Ononamadu and Veronique Seidel
Plants 2024, 13(20), 2892; https://doi.org/10.3390/plants13202892 - 16 Oct 2024
Cited by 11 | Viewed by 4522
Abstract
A combination of network pharmacology, molecular docking and ADME/drug-likeness predictions was employed to explore the potential of Salvia officinalis compounds to interact with key targets involved in the pathogenesis of T2DM. These were predicted using the SwissTargetPrediction, Similarity Ensemble Approach and BindingDB databases. [...] Read more.
A combination of network pharmacology, molecular docking and ADME/drug-likeness predictions was employed to explore the potential of Salvia officinalis compounds to interact with key targets involved in the pathogenesis of T2DM. These were predicted using the SwissTargetPrediction, Similarity Ensemble Approach and BindingDB databases. Networks were constructed using the STRING online tool and Cytoscape (v.3.9.1) software. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis and molecular docking were performed using DAVID, SHINEGO 0.77 and MOE suite, respectively. ADME/drug-likeness parameters were computed using SwissADME and Molsoft L.L.C. The top-ranking targets were CTNNB1, JUN, ESR1, RELA, NR3C1, CREB1, PPARG, PTGS2, CYP3A4, MMP9, UGT2B7, CYP2C19, SLCO1B1, AR, CYP19A1, PARP1, CYP1A2, CYP1B1, HSD17B1, and GSK3B. Apigenin, caffeic acid, oleanolic acid, rosmarinic acid, hispidulin, and salvianolic acid B showed the highest degree of connections in the compound-target network. Gene enrichment analysis identified pathways involved in insulin resistance, adherens junctions, metabolic processes, IL-17, TNF-α, cAMP, relaxin, and AGE-RAGE in diabetic complications. Rosmarinic acid, caffeic acid, and salvianolic acid B showed the most promising interactions with PTGS2, DPP4, AMY1A, PTB1B, PPARG, GSK3B and RELA. Overall, this study enhances understanding of the antidiabetic activity of S. officinalis and provides further insights for future drug discovery purposes. Full article
(This article belongs to the Section Phytochemistry)
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11 pages, 1631 KB  
Article
A Pharmacogenetic Panel-Based Prediction of the Clinical Outcomes in Elderly Patients with Coronary Artery Disease
by Lisha Dong, Shizhao Zhang, Chao Lv, Qiao Xue and Tong Yin
Pharmaceutics 2024, 16(8), 1079; https://doi.org/10.3390/pharmaceutics16081079 - 17 Aug 2024
Cited by 1 | Viewed by 1782
Abstract
Clinical annotations for the actionable pharmacogenetic variants affecting the efficacy of cardiovascular drugs have been collected, yet their impacts on elderly patients with coronary artery disease (CAD) undergoing polypharmacy remain uncertain. We consecutively enrolled 892 elderly patients (mean age 80.7 ± 5.2) with [...] Read more.
Clinical annotations for the actionable pharmacogenetic variants affecting the efficacy of cardiovascular drugs have been collected, yet their impacts on elderly patients with coronary artery disease (CAD) undergoing polypharmacy remain uncertain. We consecutively enrolled 892 elderly patients (mean age 80.7 ± 5.2) with CAD and polypharmacy. All the included patients underwent genotyping for 13 variants in 10 pharmacogenes (CYP2C19, CYP2C9, CYP4F2, CYP2D6, VKORC1, SLCO1B1, APOE, ACE, ADRB1, and MTHFR), which have the clinical annotations for 12 drugs that are commonly prescribed for patients with CAD. We found that 80.3% of the elderly CAD patients had at least one drug–gene pair associated with a therapeutical drug change. After adjusting for covariates, the number of drug–gene pairs was independently associated with a decreased risk of both major cardiovascular events (MACEs) (adjusted hazard ratio [HR]: 0.803, 95% confidence interval [CI]: 0.683–0.945, p = 0.008) and all-cause mortality (adjusted HR: 0.848, 95% CI: 0.722–0.996, p = 0.045), but also with an increased risk of adverse drug reactions (ADRs) (adjusted HR: 1.170, 95% CI: 1.030–1.329, p = 0.016). The Kaplan–Meier survival curves showed that compared to patients without a drug–gene pair, a significantly lower risk of MACEs could be observed in patients with a drug–gene pair during a 4-year follow-up (HR: 0.556, 95% CI: 0.325–0.951, p = 0.013). In conclusion, the carrier status of the actionable drug–gene pair is predictive for the clinical outcomes in elderly patients with CAD and polypharmacy. Implementing early or preemptive pharmacogenetic panel-guided polypharmacy holds the potential to enhance clinical outcomes for these patients. Full article
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14 pages, 321 KB  
Article
Genetic Variation in CYP2D6, UGT1A4, SLC6A2 and SLCO1B1 Alters the Pharmacokinetics and Safety of Mirabegron
by Paula Soria-Chacartegui, Patricia Cendoya-Ramiro, Eva González-Iglesias, Samuel Martín-Vílchez, Andrea Rodríguez-Lopez, Gina Mejía-Abril, Manuel Román, Sergio Luquero-Bueno, Dolores Ochoa and Francisco Abad-Santos
Pharmaceutics 2024, 16(8), 1077; https://doi.org/10.3390/pharmaceutics16081077 - 17 Aug 2024
Cited by 1 | Viewed by 3171
Abstract
Mirabegron is a drug used in overactive bladder (OAB) treatment. Genetic variation in pharmacogenes might alter its pharmacokinetics, affecting its efficacy and safety. This research aimed to analyze the impact of genetic variation on mirabegron pharmacokinetics and safety. Volunteers from three bioequivalence trials [...] Read more.
Mirabegron is a drug used in overactive bladder (OAB) treatment. Genetic variation in pharmacogenes might alter its pharmacokinetics, affecting its efficacy and safety. This research aimed to analyze the impact of genetic variation on mirabegron pharmacokinetics and safety. Volunteers from three bioequivalence trials (n = 79), treated with a single or a multiple dose of mirabegron 50 mg under fed or fasting conditions, were genotyped for 115 variants in pharmacogenes and their phenotypes were inferred. A statistical analysis was performed, searching for associations between genetics, pharmacokinetics and safety. CYP2D6 intermediate metabolizers showed a higher elimination half-life (t1/2) (univariate p-value (puv) = 0.018) and incidence of adverse reactions (ADRs) (puv = 0.008, multivariate p (pmv) = 0.010) than normal plus ultrarapid metabolizers. The UGT1A4 rs2011425 T/G genotype showed a higher t1/2 than the T/T genotype (puv = 0.002, pmv = 0.003). A lower dose/weight corrected area under the curve (AUC/DW) and higher clearance (CL/F) were observed in the SLC6A2 rs12708954 C/C genotype compared to the C/A genotype (puv = 0.015 and 0.016) and ADR incidence was higher when the SLCO1B1 function was decreased (puv = 0.007, pmv = 0.010). The lower elimination and higher ADR incidence when CYP2D6 activity is reduced suggest it might be a useful biomarker in mirabegron treatment. UGT1A4, SLC6A2 and SLCO1B1 might also be involved in mirabegron pharmacokinetics. Full article
20 pages, 1736 KB  
Article
Comprehensive Analysis of Drug Utilization Patterns, Gender Disparities, Lifestyle Influences, and Genetic Factors: Insights from Elderly Cohort Using g-Nomic® Software
by Bárbara Rodríguez Castillo, Marc Cendrós, Carlos J. Ciudad and Ana Sabater
Pharmaceuticals 2024, 17(5), 565; https://doi.org/10.3390/ph17050565 - 28 Apr 2024
Cited by 2 | Viewed by 2616
Abstract
Polypharmacy is a global healthcare concern, especially among the elderly, leading to drug interactions and adverse reactions, which are significant causes of death in developed nations. However, the integration of pharmacogenetics can help mitigate these risks. In this study, the data from 483 [...] Read more.
Polypharmacy is a global healthcare concern, especially among the elderly, leading to drug interactions and adverse reactions, which are significant causes of death in developed nations. However, the integration of pharmacogenetics can help mitigate these risks. In this study, the data from 483 patients, primarily elderly and polymedicated, were analyzed using Eugenomic®’s personalized prescription software, g-Nomic®. The most prescribed drug classes included antihypertensives, platelet aggregation inhibitors, cholesterol-lowering drugs, and gastroprotective medications. Drug–lifestyle interactions primarily involved inhibitions but also included inductions. Interactions were analyzed considering gender. Significant genetic variants identified in the study encompassed ABCB1, SLCO1B1, CYP2C19, CYP2C9, CYP2D6, CYP3A4, ABCG2, NAT2, SLC22A1, and G6PD. To prevent adverse reactions and enhance medication effectiveness, it is strongly recommended to consider pharmacogenetics testing. This approach shows great promise in optimizing medication regimens and ultimately improving patient outcomes. Full article
(This article belongs to the Special Issue Drug Safety and Relevant Issues in the Real-World 2024)
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