Škorić, Biljana

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  • Škorić, Biljana (3)
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Author's Bibliography

Understanding hemoglobin contribution to high-dose methotrexate disposition—population pharmacokinetics in pediatric patients with hematological malignancies

Škorić, Biljana; Jovanović, Marija; Kuzmanović, Miloš; Miljković, Branislava; Vučićević, Katarina

(Springer Science and Business Media Deutschland GmbH, 2024)

TY  - JOUR
AU  - Škorić, Biljana
AU  - Jovanović, Marija
AU  - Kuzmanović, Miloš
AU  - Miljković, Branislava
AU  - Vučićević, Katarina
PY  - 2024
UR  - https://farfar.pharmacy.bg.ac.rs/handle/123456789/5583
AB  - Purpose: The aim of the present study was to develop a population pharmacokinetic model for methotrexate (MTX) during high-dose treatment (HDMTX) in pediatric patients with acute lymphoblastic leukemia (ALL) and non-Hodgkin’s lymphoma (NHL) and to describe the influence of variability factors. Methods: The study included 50 patients of both sexes (aged 1–18 years) who received 3 or 5 g/m2 of HDMTX. A nonlinear mixed effect modeling approach was applied for data analysis. Parameter estimation was performed by first-order conditional estimation method with interaction (FOCEI), whereas stepwise covariate modeling was used to assess variability factors. Results: The final model is a two-compartment model that incorporates the effect of body surface area and the influence of hemoglobin and serum creatinine on MTX clearance (CL). Population pharmacokinetic values for a typical subject were estimated at 5.75 L/h/m2 for clearance (CL), 21.3 L/m2 for volume of the central compartment (V1), 8.2 L/m2 for volume of the peripheral compartment (V2), and 0.087 L/h/m2 for intercompartmental clearance (Q). According to the final model, MTX CL decreases with increasing serum creatinine, whereas a positive effect was captured for hemoglobin. A difference of almost 32% in MTX CL was observed among patients’ hemoglobin values reported in the study. Conclusion: The developed population pharmacokinetic model can contribute to the therapy optimization during HDMTX in pediatric patients with ALL and NHL. In addition to renal function and body weight, it describes the influence of hemoglobin on CL, allowing better understanding of its contribution to the disposition of HDMTX.
PB  - Springer Science and Business Media Deutschland GmbH
T2  - European Journal of Clinical Pharmacology
T1  - Understanding hemoglobin contribution to high-dose methotrexate disposition—population pharmacokinetics in pediatric patients with hematological malignancies
DO  - 10.1007/s00228-024-03642-4
ER  - 
@article{
author = "Škorić, Biljana and Jovanović, Marija and Kuzmanović, Miloš and Miljković, Branislava and Vučićević, Katarina",
year = "2024",
abstract = "Purpose: The aim of the present study was to develop a population pharmacokinetic model for methotrexate (MTX) during high-dose treatment (HDMTX) in pediatric patients with acute lymphoblastic leukemia (ALL) and non-Hodgkin’s lymphoma (NHL) and to describe the influence of variability factors. Methods: The study included 50 patients of both sexes (aged 1–18 years) who received 3 or 5 g/m2 of HDMTX. A nonlinear mixed effect modeling approach was applied for data analysis. Parameter estimation was performed by first-order conditional estimation method with interaction (FOCEI), whereas stepwise covariate modeling was used to assess variability factors. Results: The final model is a two-compartment model that incorporates the effect of body surface area and the influence of hemoglobin and serum creatinine on MTX clearance (CL). Population pharmacokinetic values for a typical subject were estimated at 5.75 L/h/m2 for clearance (CL), 21.3 L/m2 for volume of the central compartment (V1), 8.2 L/m2 for volume of the peripheral compartment (V2), and 0.087 L/h/m2 for intercompartmental clearance (Q). According to the final model, MTX CL decreases with increasing serum creatinine, whereas a positive effect was captured for hemoglobin. A difference of almost 32% in MTX CL was observed among patients’ hemoglobin values reported in the study. Conclusion: The developed population pharmacokinetic model can contribute to the therapy optimization during HDMTX in pediatric patients with ALL and NHL. In addition to renal function and body weight, it describes the influence of hemoglobin on CL, allowing better understanding of its contribution to the disposition of HDMTX.",
publisher = "Springer Science and Business Media Deutschland GmbH",
journal = "European Journal of Clinical Pharmacology",
title = "Understanding hemoglobin contribution to high-dose methotrexate disposition—population pharmacokinetics in pediatric patients with hematological malignancies",
doi = "10.1007/s00228-024-03642-4"
}
Škorić, B., Jovanović, M., Kuzmanović, M., Miljković, B.,& Vučićević, K.. (2024). Understanding hemoglobin contribution to high-dose methotrexate disposition—population pharmacokinetics in pediatric patients with hematological malignancies. in European Journal of Clinical Pharmacology
Springer Science and Business Media Deutschland GmbH..
https://doi.org/10.1007/s00228-024-03642-4
Škorić B, Jovanović M, Kuzmanović M, Miljković B, Vučićević K. Understanding hemoglobin contribution to high-dose methotrexate disposition—population pharmacokinetics in pediatric patients with hematological malignancies. in European Journal of Clinical Pharmacology. 2024;.
doi:10.1007/s00228-024-03642-4 .
Škorić, Biljana, Jovanović, Marija, Kuzmanović, Miloš, Miljković, Branislava, Vučićević, Katarina, "Understanding hemoglobin contribution to high-dose methotrexate disposition—population pharmacokinetics in pediatric patients with hematological malignancies" in European Journal of Clinical Pharmacology (2024),
https://doi.org/10.1007/s00228-024-03642-4 . .

Assessment of concentrations and normalized concentrations of variability in methotrexate concentrations between cycles

Škorić, Biljana; Jovanović, Marija; Miljković, Branislava; Kuzmanović, Miloš; Vučićević, Katarina

(Savez farmaceutskih udruženja Srbije (SFUS), 2022)

TY  - CONF
AU  - Škorić, Biljana
AU  - Jovanović, Marija
AU  - Miljković, Branislava
AU  - Kuzmanović, Miloš
AU  - Vučićević, Katarina
PY  - 2022
UR  - https://farfar.pharmacy.bg.ac.rs/handle/123456789/4529
AB  - Administration of high dose methotrexate (HDMTX) is common part of pediatric
protocols for acute lymphoblastic leukemia (ALL) and non-Hodking lymphoma (NHL).
Methotrexate is used in certain phase of therapy in doses 3 g/m 2 or 5 g/m 2 with the objective
to achieve concentration that will ensure eradication of tumor cells with minimal toxic effect.
The aim of this study is overview of drug concentration and assessment of therapy safety in
relation to referent values. After obtaining Ethics committee approval at The Institute for
mother and child Healthcare of Serbia “Dr Vukan Cupic” 50 pediatric patients with ALL or
NHL were enrolled. Data on MTX usage was retrospectively collected from the patient
history. Concentrations and normalized concentrations per applied dose were compared
with nonparametric tests in SPSS (version 18). MTX concentration mean (± standard
deviation) following administration of 3 g/m 2 respectively 5 g/m2 doses were 19.72±6.62
mg/L respectively 34.73±17.13 at 24 h, 0.20±0.36 mg/L respectively 0.24±0.58 mg/L at 48h
and 0.14±0.44 mg/L respectively 0.12±0.89 mg/L at 72h after start of the infusion.
Statistically significant difference (p<0.001) is only seen at 24h concentration between 3
g/m 2 (mean rank 43.97) and 5 g/m 2 (mean rank 103.36). In all other time points, there was
no difference during comparison of concentrations nor normalized concentration, even
though it is seen trend of higher values in 5 g/m2 group. Results of analysis show that
administration of higher dose during simultaneous distribution and elimination phase leads
to higher concentrations while during elimination phase this effect is less visible. However,
administration of the high doses brings the risk of side effects due to reaching higher
concentrations.
AB  - Primena visokih doza metotreksata je uobičajena u pedijatrijskim protokolima za
lečenje akutne limfoblastne leukemije (ALL) i non-Hodking limfoma (NHL). Metotreksat se u
određenoj fazi terapije primenje u dozi od 3 g/m2 ili 5 g/m 2 u cilju postizanja koncentracije
koje uništavaju tumorske ćelije uz minimalan toksičan efekat. Cilj ovog rada je prikaz
koncentracije leka u zavisnosti od primenjene doze i procena bezbednosti terapije u odnosu
na referentne vrednosti koncentracije. Nakon odobrenja etičkog odbora Instituta za
zdravstvenu zaštitu majke i deteta Srbije „Dr Vukan Čupić“ uključeno je 50 pedijatrijski
pacijenata sa ALL ili NHL. Podaci o primeni MTX su retrospektivno prikupljeni iz istorija
bolesti. Koncentracije i normalizovane koncentracije po primenjenoj dozi su statistički
analizirani neparametarskim testovima u SPSS-u (verzija 18). Srednja vrednost
koncentracija (± standardna devijacija) MTX pri primeni 3 g/m2 odnosno 5 g/m2 je iznosila
19,72±6,62 mg/L odnosno 34,73±17,13 u 24h, 0,20±0,36 mg/L odnosno 0,24±0,58 mg/L u
48h i 0,14±0,44 mg/L odnosno 0,12±0,89 mg/L u 72h posle početka infuzije. Statistički
značajna razlika (p<0,001) je uočena kod koncentracija u 24h između doza 3 g/m2 (mean
rank = 43,97) i 5 g/m2 (mean rank= 103,36). U ostalim vremenskim tačkama i pri poređenju
normalizovanih koncentracija nije bilo statistički značajne razlike, iako je primetan trend
viših vrednosti u grupi 5 g/m 2 . Rezultati analize pokazuju da pri primeni veće doze leka
tokom istovremene distribucije i eliminacije leka postoji mogućnost detektovanja visokih
koncentracija, dok je tokom faze eliminacije uticaj primenjene doze manje uočljiv. Ipak,
primena veće doze nosi rizik od neželjenih efekata.
PB  - Savez farmaceutskih udruženja Srbije (SFUS)
C3  - Arhiv za farmaciju
T1  - Assessment of concentrations and normalized concentrations of variability in methotrexate concentrations between cycles
T1  - Ispitivanje koncentracija i normalizovanih koncentracija metotreksata u zavisnosti od primenjene doze u pedijatrijskoj populaciji sa ALL i NHL
VL  - 72
IS  - 4 suplement
SP  - S290
EP  - S291
UR  - https://hdl.handle.net/21.15107/rcub_farfar_4529
ER  - 
@conference{
author = "Škorić, Biljana and Jovanović, Marija and Miljković, Branislava and Kuzmanović, Miloš and Vučićević, Katarina",
year = "2022",
abstract = "Administration of high dose methotrexate (HDMTX) is common part of pediatric
protocols for acute lymphoblastic leukemia (ALL) and non-Hodking lymphoma (NHL).
Methotrexate is used in certain phase of therapy in doses 3 g/m 2 or 5 g/m 2 with the objective
to achieve concentration that will ensure eradication of tumor cells with minimal toxic effect.
The aim of this study is overview of drug concentration and assessment of therapy safety in
relation to referent values. After obtaining Ethics committee approval at The Institute for
mother and child Healthcare of Serbia “Dr Vukan Cupic” 50 pediatric patients with ALL or
NHL were enrolled. Data on MTX usage was retrospectively collected from the patient
history. Concentrations and normalized concentrations per applied dose were compared
with nonparametric tests in SPSS (version 18). MTX concentration mean (± standard
deviation) following administration of 3 g/m 2 respectively 5 g/m2 doses were 19.72±6.62
mg/L respectively 34.73±17.13 at 24 h, 0.20±0.36 mg/L respectively 0.24±0.58 mg/L at 48h
and 0.14±0.44 mg/L respectively 0.12±0.89 mg/L at 72h after start of the infusion.
Statistically significant difference (p<0.001) is only seen at 24h concentration between 3
g/m 2 (mean rank 43.97) and 5 g/m 2 (mean rank 103.36). In all other time points, there was
no difference during comparison of concentrations nor normalized concentration, even
though it is seen trend of higher values in 5 g/m2 group. Results of analysis show that
administration of higher dose during simultaneous distribution and elimination phase leads
to higher concentrations while during elimination phase this effect is less visible. However,
administration of the high doses brings the risk of side effects due to reaching higher
concentrations., Primena visokih doza metotreksata je uobičajena u pedijatrijskim protokolima za
lečenje akutne limfoblastne leukemije (ALL) i non-Hodking limfoma (NHL). Metotreksat se u
određenoj fazi terapije primenje u dozi od 3 g/m2 ili 5 g/m 2 u cilju postizanja koncentracije
koje uništavaju tumorske ćelije uz minimalan toksičan efekat. Cilj ovog rada je prikaz
koncentracije leka u zavisnosti od primenjene doze i procena bezbednosti terapije u odnosu
na referentne vrednosti koncentracije. Nakon odobrenja etičkog odbora Instituta za
zdravstvenu zaštitu majke i deteta Srbije „Dr Vukan Čupić“ uključeno je 50 pedijatrijski
pacijenata sa ALL ili NHL. Podaci o primeni MTX su retrospektivno prikupljeni iz istorija
bolesti. Koncentracije i normalizovane koncentracije po primenjenoj dozi su statistički
analizirani neparametarskim testovima u SPSS-u (verzija 18). Srednja vrednost
koncentracija (± standardna devijacija) MTX pri primeni 3 g/m2 odnosno 5 g/m2 je iznosila
19,72±6,62 mg/L odnosno 34,73±17,13 u 24h, 0,20±0,36 mg/L odnosno 0,24±0,58 mg/L u
48h i 0,14±0,44 mg/L odnosno 0,12±0,89 mg/L u 72h posle početka infuzije. Statistički
značajna razlika (p<0,001) je uočena kod koncentracija u 24h između doza 3 g/m2 (mean
rank = 43,97) i 5 g/m2 (mean rank= 103,36). U ostalim vremenskim tačkama i pri poređenju
normalizovanih koncentracija nije bilo statistički značajne razlike, iako je primetan trend
viših vrednosti u grupi 5 g/m 2 . Rezultati analize pokazuju da pri primeni veće doze leka
tokom istovremene distribucije i eliminacije leka postoji mogućnost detektovanja visokih
koncentracija, dok je tokom faze eliminacije uticaj primenjene doze manje uočljiv. Ipak,
primena veće doze nosi rizik od neželjenih efekata.",
publisher = "Savez farmaceutskih udruženja Srbije (SFUS)",
journal = "Arhiv za farmaciju",
title = "Assessment of concentrations and normalized concentrations of variability in methotrexate concentrations between cycles, Ispitivanje koncentracija i normalizovanih koncentracija metotreksata u zavisnosti od primenjene doze u pedijatrijskoj populaciji sa ALL i NHL",
volume = "72",
number = "4 suplement",
pages = "S290-S291",
url = "https://hdl.handle.net/21.15107/rcub_farfar_4529"
}
Škorić, B., Jovanović, M., Miljković, B., Kuzmanović, M.,& Vučićević, K.. (2022). Assessment of concentrations and normalized concentrations of variability in methotrexate concentrations between cycles. in Arhiv za farmaciju
Savez farmaceutskih udruženja Srbije (SFUS)., 72(4 suplement), S290-S291.
https://hdl.handle.net/21.15107/rcub_farfar_4529
Škorić B, Jovanović M, Miljković B, Kuzmanović M, Vučićević K. Assessment of concentrations and normalized concentrations of variability in methotrexate concentrations between cycles. in Arhiv za farmaciju. 2022;72(4 suplement):S290-S291.
https://hdl.handle.net/21.15107/rcub_farfar_4529 .
Škorić, Biljana, Jovanović, Marija, Miljković, Branislava, Kuzmanović, Miloš, Vučićević, Katarina, "Assessment of concentrations and normalized concentrations of variability in methotrexate concentrations between cycles" in Arhiv za farmaciju, 72, no. 4 suplement (2022):S290-S291,
https://hdl.handle.net/21.15107/rcub_farfar_4529 .

Clinical pharmacokinetics of methotrexate in the treatment of acute lymphoblastic leukemia and non-Hodgkin lymphoma in pediatric patients

Škorić, Biljana; Jovanović, Marija; Miljković, Branislava; Kuzmanović, Marko; Vučićević, Katarina

(Beograd : Savez farmaceutskih udruženja Srbije, 2020)

TY  - JOUR
AU  - Škorić, Biljana
AU  - Jovanović, Marija
AU  - Miljković, Branislava
AU  - Kuzmanović, Marko
AU  - Vučićević, Katarina
PY  - 2020
UR  - https://farfar.pharmacy.bg.ac.rs/handle/123456789/3596
AB  - High dose methotrexate (MTX) is used in therapy of acute lymphoblastic leukemia and non-Hodgkin lymphoma in pediatric patients. It acts as competitive inhibitor of dihydrofolate reductase and consequently inhibits synthesis of deoxyribonucleic acid. The bioavailability is dependent  upon  dose  and  route  of  administration.  The  drug  is  moderately  bound  to  plasma proteins and distributes in body tissues and cells. After the administration in high doses, MTX partially undergoes hepatic and intracellular metabolism, but renal excretion of parent compound is  the  main  route  of  elimination.  Numerous  factors  may  influence  pharmacokinetics  and concentration of drug,  but primarily  the effect  of renal  function on  elimination  is described. Delayed elimination might also be the consequence of drug interaction in renal tubules. Toxicity can arise with high MTX doses, especially in patients with delayed MTX elimination. Therapeutic drug monitoring is indicated due to safety reasons, in order to optimize leucovorin (folinic acid) administration as it reduces MTX toxicity. Considering the variability and the toxicity of high dose MTX therapy, special caution is required in pediatric patients.
AB  - Metotreksat (MTX) se u visokim dozama koristi u terapiji akutne limfoblastne leukemije i ne-Hodkinovog  limfoma  u  pedijatrijskoj  populaciji.  Deluje  kao  kompetitivni  inhibitor dihidrofolat reduktaze i time inhibira sintezu dezoksiribonukleinske kiseline. Stepen biološke raspoloživosti zavisi od puta primene leka i doze. Vezivanje za proteine plazme je u umerenom stepenu, a raspodeljuje se u tkiva i ćelije. Nakon primene u visokim dozama MTX delimično podleže hepatičkom i intracelularnom metabolizmu, ali glavni put eliminacije je preko bubrega u nepromenjenom obliku. Veliki broj faktora utiče na farmakokinetiku i koncentraciju leka, a pre svega je opisan uticaj funkcije bubrega na eliminaciju. Usporena eliminacija može biti i posledica interakcije sa drugim lekovima na nivou transportera u renalnim tubulima. Primena visokih doza MTX nosi rizik od pojave toksičnosti, posebno pri usporenoj eliminaciji. Terapijsko praćenje leka je indikovano iz bezbednosnih razloga, kako bi se optimizovala primena leukovorina (folinska kiselina) koji smanjuje toksičnost MTX. Imajući u vidu varijabilnost i toksičnost pri primeni visokih doza MTX poseban oprez je potreban u pedijatrijskoj populaciji pacijenata.
PB  - Beograd : Savez farmaceutskih udruženja Srbije
T2  - Arhiv za farmaciju
T1  - Clinical pharmacokinetics of methotrexate in the treatment of acute lymphoblastic leukemia and non-Hodgkin lymphoma in pediatric patients
T1  - Klinička farmakokinetika metotreksata u terapiji akutne limfoblastne leukemije i ne-Hodkinovog limfoma u pedijatrijskoj populaciji pacijenata
VL  - 70
IS  - 1
SP  - 20
EP  - 23
DO  - 10.5937/arhfarm2001020X
ER  - 
@article{
author = "Škorić, Biljana and Jovanović, Marija and Miljković, Branislava and Kuzmanović, Marko and Vučićević, Katarina",
year = "2020",
abstract = "High dose methotrexate (MTX) is used in therapy of acute lymphoblastic leukemia and non-Hodgkin lymphoma in pediatric patients. It acts as competitive inhibitor of dihydrofolate reductase and consequently inhibits synthesis of deoxyribonucleic acid. The bioavailability is dependent  upon  dose  and  route  of  administration.  The  drug  is  moderately  bound  to  plasma proteins and distributes in body tissues and cells. After the administration in high doses, MTX partially undergoes hepatic and intracellular metabolism, but renal excretion of parent compound is  the  main  route  of  elimination.  Numerous  factors  may  influence  pharmacokinetics  and concentration of drug,  but primarily  the effect  of renal  function on  elimination  is described. Delayed elimination might also be the consequence of drug interaction in renal tubules. Toxicity can arise with high MTX doses, especially in patients with delayed MTX elimination. Therapeutic drug monitoring is indicated due to safety reasons, in order to optimize leucovorin (folinic acid) administration as it reduces MTX toxicity. Considering the variability and the toxicity of high dose MTX therapy, special caution is required in pediatric patients., Metotreksat (MTX) se u visokim dozama koristi u terapiji akutne limfoblastne leukemije i ne-Hodkinovog  limfoma  u  pedijatrijskoj  populaciji.  Deluje  kao  kompetitivni  inhibitor dihidrofolat reduktaze i time inhibira sintezu dezoksiribonukleinske kiseline. Stepen biološke raspoloživosti zavisi od puta primene leka i doze. Vezivanje za proteine plazme je u umerenom stepenu, a raspodeljuje se u tkiva i ćelije. Nakon primene u visokim dozama MTX delimično podleže hepatičkom i intracelularnom metabolizmu, ali glavni put eliminacije je preko bubrega u nepromenjenom obliku. Veliki broj faktora utiče na farmakokinetiku i koncentraciju leka, a pre svega je opisan uticaj funkcije bubrega na eliminaciju. Usporena eliminacija može biti i posledica interakcije sa drugim lekovima na nivou transportera u renalnim tubulima. Primena visokih doza MTX nosi rizik od pojave toksičnosti, posebno pri usporenoj eliminaciji. Terapijsko praćenje leka je indikovano iz bezbednosnih razloga, kako bi se optimizovala primena leukovorina (folinska kiselina) koji smanjuje toksičnost MTX. Imajući u vidu varijabilnost i toksičnost pri primeni visokih doza MTX poseban oprez je potreban u pedijatrijskoj populaciji pacijenata.",
publisher = "Beograd : Savez farmaceutskih udruženja Srbije",
journal = "Arhiv za farmaciju",
title = "Clinical pharmacokinetics of methotrexate in the treatment of acute lymphoblastic leukemia and non-Hodgkin lymphoma in pediatric patients, Klinička farmakokinetika metotreksata u terapiji akutne limfoblastne leukemije i ne-Hodkinovog limfoma u pedijatrijskoj populaciji pacijenata",
volume = "70",
number = "1",
pages = "20-23",
doi = "10.5937/arhfarm2001020X"
}
Škorić, B., Jovanović, M., Miljković, B., Kuzmanović, M.,& Vučićević, K.. (2020). Clinical pharmacokinetics of methotrexate in the treatment of acute lymphoblastic leukemia and non-Hodgkin lymphoma in pediatric patients. in Arhiv za farmaciju
Beograd : Savez farmaceutskih udruženja Srbije., 70(1), 20-23.
https://doi.org/10.5937/arhfarm2001020X
Škorić B, Jovanović M, Miljković B, Kuzmanović M, Vučićević K. Clinical pharmacokinetics of methotrexate in the treatment of acute lymphoblastic leukemia and non-Hodgkin lymphoma in pediatric patients. in Arhiv za farmaciju. 2020;70(1):20-23.
doi:10.5937/arhfarm2001020X .
Škorić, Biljana, Jovanović, Marija, Miljković, Branislava, Kuzmanović, Marko, Vučićević, Katarina, "Clinical pharmacokinetics of methotrexate in the treatment of acute lymphoblastic leukemia and non-Hodgkin lymphoma in pediatric patients" in Arhiv za farmaciju, 70, no. 1 (2020):20-23,
https://doi.org/10.5937/arhfarm2001020X . .