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Sáez-Benito AM, Sáez-Benito L, Salazar M, Magallón R, Berenguer N. The Role of the Pharmacist in a Patient's Care for Individuals Undergoing Anticoagulant Therapy: A Case Report. Life (Basel) 2024; 14:986. [PMID: 39202728 PMCID: PMC11355091 DOI: 10.3390/life14080986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 08/02/2024] [Accepted: 08/04/2024] [Indexed: 09/03/2024] Open
Abstract
Achieving clinical effectiveness with vitamin K antagonists (VKAs) requires a Time in Therapeutic Range (TTR) above 65%. TTR is influenced by genetics (CYP2C9, VKORC1, CYP4F2), treatment adherence, and knowledge. The SAMe-TT2R2 algorithm is used to assess VKA treatment suitability. In this case report, SAMe-TT2R2 and pharmacogenetic analysis were used to improve oral anticoagulant management in a patient with poor control of INR. An 84-year-old, obese male with atrial fibrillation, undergoing acenocoumarol therapy, had a suboptimal TTR. An assessment with the SAMe-TT2R2 algorithm indicated a favorable profile for VKA use. An educational intervention on vitamin K-rich foods was conducted, and his physician was informed about the interaction between omeprazole and acenocoumarol, recommending its replacement with pantoprazole. This intervention was accepted by the physician and, three months post-intervention, the patient's TTR improved to 100%. Poor adherence and limited knowledge contributed to treatment failures in patients with a good VKA profile. Pharmaceutical interventions significantly improved TTR management. Patients with favorable genetic and clinical profiles could achieve adequate control of their anticoagulant medication through these interventions. Predictive tools may help select patients who can effectively and safely use VKAs through pharmaceutical interventions.
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Affiliation(s)
- Ana M. Sáez-Benito
- Faculty of Health Science, San Jorge University, 50830 Villanueva de Gállego, Spain; (L.S.-B.); (M.S.); (N.B.)
| | - Loreto Sáez-Benito
- Faculty of Health Science, San Jorge University, 50830 Villanueva de Gállego, Spain; (L.S.-B.); (M.S.); (N.B.)
| | - María Salazar
- Faculty of Health Science, San Jorge University, 50830 Villanueva de Gállego, Spain; (L.S.-B.); (M.S.); (N.B.)
| | - Rosa Magallón
- Aragonese Primary Care Research Group (GAIAP), Institute for Health Research Aragón (IIS Aragón), 50009 Zaragoza, Spain;
| | - Nuria Berenguer
- Faculty of Health Science, San Jorge University, 50830 Villanueva de Gállego, Spain; (L.S.-B.); (M.S.); (N.B.)
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Zhao Q, Chen Y, Huang W, Zhou H, Zhang W. Drug-microbiota interactions: an emerging priority for precision medicine. Signal Transduct Target Ther 2023; 8:386. [PMID: 37806986 PMCID: PMC10560686 DOI: 10.1038/s41392-023-01619-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 07/20/2023] [Accepted: 08/24/2023] [Indexed: 10/10/2023] Open
Abstract
Individual variability in drug response (IVDR) can be a major cause of adverse drug reactions (ADRs) and prolonged therapy, resulting in a substantial health and economic burden. Despite extensive research in pharmacogenomics regarding the impact of individual genetic background on pharmacokinetics (PK) and pharmacodynamics (PD), genetic diversity explains only a limited proportion of IVDR. The role of gut microbiota, also known as the second genome, and its metabolites in modulating therapeutic outcomes in human diseases have been highlighted by recent studies. Consequently, the burgeoning field of pharmacomicrobiomics aims to explore the correlation between microbiota variation and IVDR or ADRs. This review presents an up-to-date overview of the intricate interactions between gut microbiota and classical therapeutic agents for human systemic diseases, including cancer, cardiovascular diseases (CVDs), endocrine diseases, and others. We summarise how microbiota, directly and indirectly, modify the absorption, distribution, metabolism, and excretion (ADME) of drugs. Conversely, drugs can also modulate the composition and function of gut microbiota, leading to changes in microbial metabolism and immune response. We also discuss the practical challenges, strategies, and opportunities in this field, emphasizing the critical need to develop an innovative approach to multi-omics, integrate various data types, including human and microbiota genomic data, as well as translate lab data into clinical practice. To sum up, pharmacomicrobiomics represents a promising avenue to address IVDR and improve patient outcomes, and further research in this field is imperative to unlock its full potential for precision medicine.
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Affiliation(s)
- Qing Zhao
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, PR China
- Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, 110 Xiangya Road, Changsha, 410078, PR China
- Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, 110 Xiangya Road, Changsha, 410078, PR China
- National Clinical Research Center for Geriatric Disorders, 87 Xiangya Road, Changsha, 410008, PR China
| | - Yao Chen
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, PR China
- Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, 110 Xiangya Road, Changsha, 410078, PR China
- Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, 110 Xiangya Road, Changsha, 410078, PR China
- National Clinical Research Center for Geriatric Disorders, 87 Xiangya Road, Changsha, 410008, PR China
| | - Weihua Huang
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, PR China
- Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, 110 Xiangya Road, Changsha, 410078, PR China
- Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, 110 Xiangya Road, Changsha, 410078, PR China
- National Clinical Research Center for Geriatric Disorders, 87 Xiangya Road, Changsha, 410008, PR China
| | - Honghao Zhou
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, PR China
- Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, 110 Xiangya Road, Changsha, 410078, PR China
- Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, 110 Xiangya Road, Changsha, 410078, PR China
- National Clinical Research Center for Geriatric Disorders, 87 Xiangya Road, Changsha, 410008, PR China
| | - Wei Zhang
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, PR China.
- The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041, PR China.
- The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, 510080, PR China.
- Central Laboratory of Hunan Cancer Hospital, Central South University, 283 Tongzipo Road, Changsha, 410013, PR China.
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Putriana NA, Rusdiana T, Puspitadewi N, Rahayu D, Saputri FA. Validation of bioanalytical method for quantification of Vitamin K2 (MK-4) in human plasma by high-performance liquid chromatography-ultraviolet. J Adv Pharm Technol Res 2023; 14:345-350. [PMID: 38107456 PMCID: PMC10723175 DOI: 10.4103/japtr.japtr_139_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/03/2023] [Accepted: 07/31/2023] [Indexed: 12/19/2023] Open
Abstract
Vitamin K can reduce warfarin's anticoagulant action, causing a variance in response among individuals taking warfarin. Vitamin K comes in two forms, namely Vitamin K1 (phylloquinone) and K2 (menaquinones). Menaquinone-4 (MK-4) is a kind of Vitamin K2 found in meat and dairy products. Analysis of MK-4 levels in human plasma is very useful for patients who receive warfarin therapy. High-performance liquid chromatography (HPLC) can be used for warfarin's bioanalysis, and it must be validated. The purpose of this study was to validate the bioanalytical method for quantification of Vitamin K2 (MK-4) in human plasma according to the 2019 European Medicines Agency (EMA) guideline. Vitamin K2 (MK-4) was extracted using acetonitrile. HPLC with an ultraviolet detector at 245 nm, using a T3 column set at 30°C and an isocratic mobile phase containing methanol: phosphate buffer (95:5) at pH 3, a flow rate of 1 mL/min was used in this study. The warfarin concentration of 0.5-3 µg/mL was used. About 5.50%-17.42% and 6.18%-8.74%, respectively, were the average ranges of percentage coefficient of variation and percentage difference. There was no response at the analyte's retention time in the six blank plasmas and at the analyte's retention time in the blank after the injection of upper limit of quantification, indicates that the procedure was very selective and did not result in any carryover. This bioanalytical method fulfills the parameters of selectivity, accuracy, precision, and carryover based on the 2019 EMA guidelines.
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Affiliation(s)
- Norisca Aliza Putriana
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang
| | - Taofik Rusdiana
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang
| | - Nurhanifah Puspitadewi
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang
| | - Driyanti Rahayu
- Department of Pharmaceutical Analysis and Medicinal Chemistry, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang
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Alwhaibi A, Alenazi M, Alwagh F, Al-Ghayhab A, Alghadeer S, Bablghaith S, Wajid S, Al-Arifi M. Does Ramadan fasting disrupt international normalised ratio control in warfarin-treated medically stable patients? Int J Clin Pract 2021; 75:e14796. [PMID: 34482618 DOI: 10.1111/ijcp.14796] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 09/02/2021] [Indexed: 12/29/2022] Open
Abstract
AIM Warfarin is commonly used in patients with thrombotic diseases. This study aimed to evaluate the impact of Ramadan fasting on warfarin efficacy by investigating international normalised ratio (INR) stability in medically stable patients. METHODS A retrospective observational study was conducted at King Khalid University Hospital during Ramadan 2016 on fasting adult patients aged above 18 years and receiving warfarin. The INR values during pre-Ramadan, Ramadan and post-Ramadan periods were collected after satisfying the inclusion criteria. Time within the therapeutic range (TTR) during the whole period was estimated using the conventional method. RESULTS In total, 101 patients were included in the study. The mean age (SD) was 55.8 ± 15.5 years, and 52.4% were females. The target INR range for 62.4% was 2-3, while 37.6% had a target INR range of 2.5-3.5. An upward trend in the proportion of patients with therapeutic INR was noticed during Ramadan (59.4%) as compared to pre- (56.4%) and post-Ramadan periods (53.5%) respectively. Additionally, the proportions of patients with supratherapeutic and sub-therapeutic INR were the highest and lowest, 23% and 24% respectively post-Ramadan as compared to other periods. Based on target INR categorisation, achieving therapeutic INR during Ramadan was more feasible with the low INR (2-3) compared to the high INR (2.5-3.5) target patients, 63.5% vs 52.6% respectively. TTR estimation revealed 62.4% and 37.6% of the patients had good and poor, respectively, anticoagulation status throughout the study period. CONCLUSION Despite the changes in mean INR and proportion of patients with therapeutic INR during Ramadan compared to other non-fasting months, our results confirmed that short-term fasting during Ramadan has no significant influence on INR stability and, consequently, therapeutic efficacy in warfarin-treated medically stable patients.
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Affiliation(s)
| | - Miteb Alenazi
- Pharmacy Department, King Saud University Medical City (KSUMC), Riyadh, Saudi Arabia
| | - Fouzia Alwagh
- Department of Clinical Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | | | - Sultan Alghadeer
- Department of Clinical Pharmacy, King Saud University, Riyadh, Saudi Arabia
- Department of Basic Sciences, Prince Sultan Bin Abdulaziz College for Emergency Medical Services, King Saud University, Riyadh, Saudi Arabia
| | - Salmeen Bablghaith
- Department of Clinical Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Syed Wajid
- Department of Clinical Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Mohamed Al-Arifi
- Department of Clinical Pharmacy, King Saud University, Riyadh, Saudi Arabia
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Abstract
BACKGROUND Warfarin is prescribed as an oral anticoagulant to treat/prevent thromboembolism in conditions such as atrial fibrillation. As there is a narrow therapeutic window, treatment with warfarin is challenging. Pharmacometabonomics using nuclear magnetic resonance (NMR) spectroscopy may provide novel techniques for the identification of novel biomarkers of warfarin. PURPOSE The aim was to determine the metabolic fingerprint that predicts warfarin response based on the international normalized ratio (INR) in patients who are already receiving warfarin (phase I: identification) and to ascertain the metabolic fingerprint that discriminates stable from unstable INR in patients starting treatment with warfarin (phase II: validation). EXPERIMENTAL APPROACH A total of 94 blood samples were collected for phase I: 44 patients with stable INR and 50 with unstable INR. Meanwhile, 23 samples were collected for phase II: nine patients with stable INR and 14 with unstable INR. Data analysis was performed using multivariate analysis including principal component analysis and partial least square-discriminate analysis (PLS-DA), followed by univariate and multivariate logistic regression (MVLR) to develop a model to identify unstable INR biomarkers. KEY RESULTS For phase I, the PLS-DA model showed the following results: sensitivity 93.18%, specificity 91.49% and accuracy 92.31%. In the MVLR analysis of phase I, ten regions were associated with unstable INR. For phase II, the PLS-DA model showed the following results: sensitivity 66.67%, specificity 61.54% and accuracy 63.64%. CONCLUSIONS AND IMPLICATIONS We have shown that the pharmacometabonomics technique was able to differentiate between unstable and stable INR with good accuracy. NMR-based pharmacometabonomics has the potential to identify novel biomarkers in plasma, which can be useful in individualizing treatment and controlling warfarin side effects, thus, minimizing undesirable effects in the future.
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Contreras Muruaga M, Reig G, Vivancos J, González A, Cardona P, Ramírez-Moreno J, Martí-Fábregas J, Suárez Fernández C, Pose A, Díaz JA, Rodríguez M, Pena M, Arias S, Larrosa D, González Á, Rodríguez E, González M, Fernández D, Barbagelata C, Raña N, Freire S, Cerqueiro JM, Guerrero H, Ramos L, Álvarez L, de Lis JM, Caro C, Seijo M, Mederer S, de Zarraga MA, Ferreiro J, Terrero JM, Arias M, Pérez R, Sánchez J, Maciñeiras J, Fernández J, Jaén F, Esteva D, Zamora M, Navarrete N, García J, Mérida L, Corrales MÁ, Quirós R, Cantero J, Barrero FJ, Villegas I, Castro J, Foronda J, Carrillo D, Vega J, Trujillo JA, Montero M, Jurado A, Sánchez C, Agüera-Morales E, Sánchez M, Durán P, Fernández de la Puerta R, Pérez de la Blanca M, Martínez MP, Fernández Ó, Tamayo JA, Bustamante R, Serrano PJ, Arjona A, Fernández J, Payan M, Gómez R, Peña D, Cabrerizo E, Salgado F, Ivanova Georgieva R, Gil-Núñez A, Bello E, Díaz F, Medina A, Castellano A, Miranda Y, Fabre Ó, García Polo I, Ibáñez P, Sainz C, Sierra F, Aragón E, Díaz J, Aguilar F, Ortega MÁ, Egido JA, Pontes JC, García MÁ, Cabrera F, Batalla B, Culla A, Molina C, Flores A, Seró L, Muchada M, Meler P, Boned-Riera S, Cánovas D, Estela J, Font J, Purroy F, Benabdelhak I, Sanahuja J, Roquer J, Rodríguez A, Ois Á, Cuadrado E, Jiménez J, Nogués X, Kuprinski J, German A, Irigoyen D, Cara JJ, Font MÀ, Huertas S, Martínez-Domeño A, Arroyo JA, Delgado-Mederos R, Gómez-Choco MJ, Mengual JJ, García SM, Castellanos MDM, van Eedenburg C, Cañas I, Espinosa J, Montull S, Quesada H, Ustrell X, Homedes C, Navalpotro I, Casanova J, Lago AP, Morata C, Gorriz D, Moreno I, Tembl J, Ponz A, Fonseca MJ, Chamarro R, Gil R, Oliver V, Pampliega A, Artero A, Puchades F, Landete L, Vilar C, Jiménez C, Vives B, Moragues MD, Díaz R, Tur S, Escribano JB, Lucas C, Martínez F, Pons JM, Romero A, García D, Pérez J, Villaverde R, Martínez S, Rodríguez A, Tejero C, Pérez C, Mostacero E, Fernández C, Luna A, Pérez T, González F, de Arce A, Martínez M, Díez N, Gállego J, Zandio B, Herrera M, Aymerich N, Muñoz R, Marta J, Artal J, Errea JM, Timiraos JJ, Moreno MP, Freijo M, García JM, Gil MC, Revilla MÁ, Palacio E, Vázquez JL, Bestué M, Latorre A, Calvo E, Ballester L, Serrano M, Juega JM, López MÁ, Irimia P, Imaz L, Fuentes B, Sanz BE, Beltrán L, Ruiz G, Martínez P, Sánchez D, Barroso E, Molina I, Budiño MA, Masjuan J, de Felipe A, Matute C, Tejada J, Morán A, Fernández E, Riveira MDC, Carnedo J, Manquillo A, González R, Fernández JC, Guillan M, Yebra M, Trejo JM, Saiz J, Martínez-Acitores JC, Bravo Y, Arenillas JF, Calleja A, Cortijo E, Reyes J, López L, Muñoz PL, Fidalgo MÁ, Hernández J, Gómez JC, Morán JC, Gonzalo S, Marrero J, Satué JÁ, Belinchón JC, Moniche F, Calderón E, Escudero I, de la Torre J, Casado I, Antón J, Portilla JC, Luengo J, Rosal J, Calzado E, Anglada JC, Girón J, Ramírez JM, Pijierro A, Roa A, Romero J, Aguayo M, Borrachero C, Sanz G, Gómez MJ, Rico MÁ, Cayon A, Carmona E, Cerro R, López R, Aguirre A, Lozano F, Rivera JM. Factors associated with poor anticoagulation control with vitamin K antagonists among outpatients attended in Internal Medicine and Neurology. The ALADIN study. Rev Clin Esp 2018. [DOI: 10.1016/j.rceng.2018.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Contreras Muruaga MM, Reig G, Vivancos J, González A, Cardona P, Ramírez-Moreno JM, Martí-Fábregas J, Suárez Fernández C. Factors associated with poor anticoagulation control with vitaminK antagonists among outpatients attended in Internal Medicine and Neurology. The ALADIN study. Rev Clin Esp 2018; 218:327-335. [PMID: 29983190 DOI: 10.1016/j.rce.2018.04.020] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 04/24/2018] [Indexed: 02/08/2023]
Abstract
OBJECTIVE To identify factors associated with poor anticoagulation control with vitaminK antagonists (VKA) among outpatients with nonvalvular atrial fibrillation (NVAF) attended in Neurology and Internal Medicine in Spain. METHODS Cross-sectional and multicenter study, from the ALADIN database, of outpatients with NVAF treated with VKA and attended in Internal Medicine and Neurology in Spain. Rates of anticoagulation control were determined with the direct and Rosendaal methods, considering data from the 6months before the inclusion. RESULTS Out of 1,337 patients included in the ALADIN study, 750 were taking VKA, and complete information about INR values in the last 6months was available in 383 patients. Mean scores of Charlson Index, CHADS2, CHA2DS2-VASc and HAS-BLED were 1.94±1.54; 3.10±1.26; 4.63±1.54, and 2.20±0.90, respectively. 46.2% and 47.0% of patients had an adequate anticoagulation control according to the direct and Rosendaal methods, respectively. Inadequate anticoagulation control according to the direct method was associated with diabetes (OR: 2.511; 95%CI: 1.144-5.659), prior labile INR (OR: 35.371; 95%CI: 15.058-83.083) and the determination of >6INR controls in the last 6months (OR: 4.747; 95%CI: 2.094-10.759), and according to the Rosendaal method, with prior labile INR (P<.001) and HAS-BLED score (OR: 3.991; 95%CI: 2.520-6.319). CONCLUSIONS Despite the high thromboembolic risk, only a little more than a half of patients were well controlled. Factors associated with poor anticoagulation control were diabetes, labile INR, >6INR controls and HAS-BLED.
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Affiliation(s)
- M M Contreras Muruaga
- Servicio de Medicina Interna, Hospital Universitario de La Princesa, Madrid, España.
| | - G Reig
- Servicio de Neurología, Hospital Universitario de La Princesa, Madrid, España
| | - J Vivancos
- Servicio de Neurología, Hospital Universitario de La Princesa, Madrid, España
| | - A González
- Servicio de Neurología y Neurofisiología Clínica, Hospital San Roque Las Palmas, Las Palmas, España
| | - P Cardona
- Servicio de Neurología, Hospital Universitario de Bellvitge (HUB), Hospitalet de Llobregat, Barcelona, España
| | - J M Ramírez-Moreno
- Unidad de Ictus, Servicio de Neurología, Departamento de Ciencias Biomédicas, Hospital Universitario Infanta Cristina, Badajoz, España
| | - J Martí-Fábregas
- Servicio de Neurología, Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, Barcelona, España
| | - C Suárez Fernández
- Servicio de Medicina Interna, Hospital Universitario de La Princesa, Madrid, España
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Klapkova E, Cepova J, Dunovska K, Prusa R. Determination of vitamins K 1 , MK-4, and MK-7 in human serum of postmenopausal women by HPLC with fluorescence detection. J Clin Lab Anal 2018; 32:e22381. [PMID: 29333616 DOI: 10.1002/jcla.22381] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 12/14/2017] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND New high-performance liquid chromatography (HPLC) method was developed for the determination of vitamin K1 and two forms of vitamin K2 (MK-4 and MK-7) in human serum, and the levels of vitamin K were determined in 350 samples of postmenopausal women. METHODS Vitamin K was determined by HPLC with fluorescence detection after postcolumn zinc reduction. The detection was performed at 246 nm (excitation) and 430 nm (emission). The internal standard and 2 mL of ethanol were added to 500 μL of serum. The mixture was extracted with 4 mL of hexane, and solid phase extraction was then used. RESULTS The HLPC method was fully validated. The intra- and interday accuracy and precision were evaluated on two QC samples by multiple analysis, and CV were less than 10%. The limit of quantification for MK-4 was found at 0.04 ng/mL, for K1 0.03 ng/mL, and for MK-7 0.03 ng/mL. The mean recoveries of the corresponding compounds were 98%-110%. Serum levels of MK-4, K1 , and MK-7 in postmenopausal women with osteoporosis were 0.890 ± 0.291 ng/mL, 0.433 ± 0.394 ng/mL, and 1.002 ± 1.020 ng/mL, respectively (mean ± SD). Serum levels of MK-4, K1 , and MK-7 in postmenopausal women without osteoporosis were 0.825 ± 0.266 ng/mL, 0.493 ± 0.399 ng/mL, and 1.186 ± 1.076 ng/mL, respectively (mean ± SD). CONCLUSION New HPLC method for the determination of vitamins K1 , MK-4, and MK-7 in serum was evaluated and validated. This method is highly specific and sensitive with the low limit of quantification.
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Affiliation(s)
- Eva Klapkova
- Department of Medical Chemistry and Clinical Biochemistry, Charles University, 2nd Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Jana Cepova
- Department of Medical Chemistry and Clinical Biochemistry, Charles University, 2nd Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Katerina Dunovska
- Department of Medical Chemistry and Clinical Biochemistry, Charles University, 2nd Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Richard Prusa
- Department of Medical Chemistry and Clinical Biochemistry, Charles University, 2nd Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
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Pavani A, Naushad SM, Lakshmitha G, Nivetha S, Stanley BA, Malempati AR, Kutala VK. Development of neuro-fuzzy model to explore gene-nutrient interactions modulating warfarin dose requirement. Pharmacogenomics 2016; 17:1315-25. [PMID: 27462768 DOI: 10.2217/pgs-2016-0058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM To investigate the influence of alterations in vitamin K (K1, K2 and K3) in modulating warfarin dose requirement. PATIENTS & METHODS Reverse phase HPLC to determine the plasma vitamin K; PCR-RFLP to detect polymorphisms; and the neuro-fuzzy model to predict warfarin dose were used. RESULTS The developed neuro-fuzzy model showed a mean absolute error of 0.000024 mg/week. CYP2C9*2 and CYP2C9*3 mediated warfarin sensitivity was observed when vitamin K is in high and low tertiles, respectively. VKORC1-1639G>A exhibited warfarin sensitivity in all combinations. Higher vitamin K1 was observed in CYP4F2 V433M polymorphism. The requirement of warfarin is low in GGCX 8016 GG genotype compared with GA and AA genotypes. CONCLUSION Vitamin K profile along with genetic testing ensures precision in warfarin dose optimization.
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Affiliation(s)
- Addepalli Pavani
- Department of Clinical Pharmacology & Therapeutics Nizam's Institute of Medical Sciences, Hyderabad 500082, India
| | - Shaik Mohammad Naushad
- School of Chemical & Biotechnology, SASTRA University, Thanjavur - 613401, India.,Sandor Life Sciences Pvt Ltd, Hyderabad - 500034, India
| | - Ganapathy Lakshmitha
- School of Chemical & Biotechnology, SASTRA University, Thanjavur - 613401, India
| | - Sriraman Nivetha
- School of Chemical & Biotechnology, SASTRA University, Thanjavur - 613401, India
| | - Balraj Alex Stanley
- School of Chemical & Biotechnology, SASTRA University, Thanjavur - 613401, India
| | - Amaresh Rao Malempati
- Department of Cardio-Thoracic Surgery, Nizam's Institute of Medical Sciences, Hyderabad-500082, India
| | - Vijay Kumar Kutala
- Department of Clinical Pharmacology & Therapeutics Nizam's Institute of Medical Sciences, Hyderabad 500082, India
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