Jelovac, Marina

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orcid::0000-0003-1344-7867
  • Jelovac, Marina (6)
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Author's Bibliography

Can Pharmacogenetic Variants in TPMT, MTHFR and SLCO1B1 Genes Be Used as Potential Markers of Outcome Prediction in Systemic Sclerosis Patients?

Jelovac, Marina; Kotur, Nikola; Ristivojević, Bojan; Pavlović, Djordje; Spasovski, Vesna; Damjanov, Nemanja; Pavlović, Sonja; Zukić, Branka

(2023)

TY  - JOUR
AU  - Jelovac, Marina
AU  - Kotur, Nikola
AU  - Ristivojević, Bojan
AU  - Pavlović, Djordje
AU  - Spasovski, Vesna
AU  - Damjanov, Nemanja
AU  - Pavlović, Sonja
AU  - Zukić, Branka
PY  - 2023
UR  - https://www.mdpi.com/1422-0067/24/10/8538
UR  - https://imagine.imgge.bg.ac.rs/handle/123456789/1859
AB  - Systemic sclerosis (SSc) is a rare connective tissue disorder with highest morbidity and mortality among rheumatologic diseases. Disease progression is highly heterogeneous between patients, implying a strong need for individualization of therapy. Four pharmacogenetic variants, namely TPMT rs1800460, TPMT rs1142345, MTHFR rs1801133 and SLCO1B1 rs4149056 were tested for association with severe disease outcomes in 102 patients with SSc from Serbia treated either with immunosuppressants azathioprine (AZA) and methotrexate (MTX) or with other types of medications. Genotyping was performed using PCR-RFLP and direct Sanger sequencing. R software was used for statistical analysis and development of polygenic risk score (PRS) model. Association was found between MTHFR rs1801133 and higher risk for elevated systolic pressure in all patients except those prescribed with MTX, and higher risk for kidney insufficiency in patients prescribed with other types of drugs. In patients treated with MTX, variant SLCO1B1 rs4149056 was protective against kidney insufficiency. For patients receiving MTX a trend was shown for having a higher PRS rank and elevated systolic pressure. Our results open a door wide for more extensive research on pharmacogenomics markers in patients with SSc. Altogether, pharmacogenomics markers could predict the outcome of patients with SSc and help in prevention of adverse drug reactions.
T2  - International Journal of Molecular Sciences
T2  - International Journal of Molecular Sciences
T1  - Can Pharmacogenetic Variants in TPMT, MTHFR and SLCO1B1 Genes Be Used as Potential Markers of Outcome Prediction in Systemic Sclerosis Patients?
IS  - 10
SP  - 8538
VL  - 24
DO  - 10.3390/ijms24108538
ER  - 
@article{
author = "Jelovac, Marina and Kotur, Nikola and Ristivojević, Bojan and Pavlović, Djordje and Spasovski, Vesna and Damjanov, Nemanja and Pavlović, Sonja and Zukić, Branka",
year = "2023",
abstract = "Systemic sclerosis (SSc) is a rare connective tissue disorder with highest morbidity and mortality among rheumatologic diseases. Disease progression is highly heterogeneous between patients, implying a strong need for individualization of therapy. Four pharmacogenetic variants, namely TPMT rs1800460, TPMT rs1142345, MTHFR rs1801133 and SLCO1B1 rs4149056 were tested for association with severe disease outcomes in 102 patients with SSc from Serbia treated either with immunosuppressants azathioprine (AZA) and methotrexate (MTX) or with other types of medications. Genotyping was performed using PCR-RFLP and direct Sanger sequencing. R software was used for statistical analysis and development of polygenic risk score (PRS) model. Association was found between MTHFR rs1801133 and higher risk for elevated systolic pressure in all patients except those prescribed with MTX, and higher risk for kidney insufficiency in patients prescribed with other types of drugs. In patients treated with MTX, variant SLCO1B1 rs4149056 was protective against kidney insufficiency. For patients receiving MTX a trend was shown for having a higher PRS rank and elevated systolic pressure. Our results open a door wide for more extensive research on pharmacogenomics markers in patients with SSc. Altogether, pharmacogenomics markers could predict the outcome of patients with SSc and help in prevention of adverse drug reactions.",
journal = "International Journal of Molecular Sciences, International Journal of Molecular Sciences",
title = "Can Pharmacogenetic Variants in TPMT, MTHFR and SLCO1B1 Genes Be Used as Potential Markers of Outcome Prediction in Systemic Sclerosis Patients?",
number = "10",
pages = "8538",
volume = "24",
doi = "10.3390/ijms24108538"
}
Jelovac, M., Kotur, N., Ristivojević, B., Pavlović, D., Spasovski, V., Damjanov, N., Pavlović, S.,& Zukić, B.. (2023). Can Pharmacogenetic Variants in TPMT, MTHFR and SLCO1B1 Genes Be Used as Potential Markers of Outcome Prediction in Systemic Sclerosis Patients?. in International Journal of Molecular Sciences, 24(10), 8538.
https://doi.org/10.3390/ijms24108538
Jelovac M, Kotur N, Ristivojević B, Pavlović D, Spasovski V, Damjanov N, Pavlović S, Zukić B. Can Pharmacogenetic Variants in TPMT, MTHFR and SLCO1B1 Genes Be Used as Potential Markers of Outcome Prediction in Systemic Sclerosis Patients?. in International Journal of Molecular Sciences. 2023;24(10):8538.
doi:10.3390/ijms24108538 .
Jelovac, Marina, Kotur, Nikola, Ristivojević, Bojan, Pavlović, Djordje, Spasovski, Vesna, Damjanov, Nemanja, Pavlović, Sonja, Zukić, Branka, "Can Pharmacogenetic Variants in TPMT, MTHFR and SLCO1B1 Genes Be Used as Potential Markers of Outcome Prediction in Systemic Sclerosis Patients?" in International Journal of Molecular Sciences, 24, no. 10 (2023):8538,
https://doi.org/10.3390/ijms24108538 . .
1
1
1

NUDT15 as potential marker for pharmacogenetic-guided 6-mercaptopurine therapy in children with acute lymphoblastic leukemia in Serbia

Ristivojević, Bojan; Kotur, Nikola; Tošić, Nataša; Stanković, Biljana; Gašić, Vladimir; Pavlović, Đorđe; Jelovac, Marina; Milošević, Goran; Pavlović, Sonja; Zukić, Branka

(Institute of Molecular Genetics and Genetic Engineering (IMGGE), University of Belgrade, 2023)

TY  - CONF
AU  - Ristivojević, Bojan
AU  - Kotur, Nikola
AU  - Tošić, Nataša
AU  - Stanković, Biljana
AU  - Gašić, Vladimir
AU  - Pavlović, Đorđe
AU  - Jelovac, Marina
AU  - Milošević, Goran
AU  - Pavlović, Sonja
AU  - Zukić, Branka
PY  - 2023
UR  - https://imagine.imgge.bg.ac.rs/handle/123456789/2128
AB  - Introduction: The NUDT15 is new pharmacogene of importance for 6-mercaptopurine therapy, given to
children with acute lymphoblastic leukemia (ALL). The association ofside effectsin children with variants
in NUDT15 are well established in Asian populations, yet the relevance ofthis pharmacogene in European
populationsremainslargely unexplored. The aim of thisstudy wasto identify pharmacogenetic variants
in coding and neighbouring regions of NUDT15 gene and analyse if the expression levels of NUDT15 can
predict the occurence of side effects of 6-mercaptopurine during the maintenance therapy in children
with ALL of Serbian origin.
Methods: The genotyping of coding and neighbouring regions of NUDT15 gene was performed using
PCR and Sangersequencing based technology in 48 children with ALL. NUDT15 expression was analyzed
in mononuclear cells of 24 ALL patients at diagnosis and 6 healthy controls by qRT-PCR, and association
with surogate markers was assessed using adequate statistical methodology.
Results: The genotypig revealed the presence of 5 variantsin NUDT15 (NUDT15(NM_018283.4):c.36A>C,
NUDT15(NM_018283.4):c.158+117C>T,NUDT15(NM_018283.4):c.158+174G>A,NUDT15(NM_018283.4):c.159-
91G>A,NUDT15(NM_018283.4):c.*7G>A), none of them with effects on the expression or the function of
NUDT15 protein. There was no statistically significant association between the expression of NUDT15 at
diagnosis and the surogate markers of side effects (number of episodes of leukopenia (p=0.821), number of weeks without therapy (p=0.507), number of weeks with lower dose (p=0.434), average doses
(p=0.374)) of 6-mercaptopurine during the maintenance therapy.
Conclusion: Presently, NUDT15 cannot be used as a pharmacogene in predicting the toxicity of 6-mercaptopurine terapy in children with ALL in Serbia.
PB  - Institute of Molecular Genetics and Genetic Engineering (IMGGE), University of Belgrade
C3  - CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia
T1  - NUDT15 as potential marker for pharmacogenetic-guided 6-mercaptopurine therapy in children with acute lymphoblastic leukemia in Serbia
EP  - 81
SP  - 81
UR  - https://hdl.handle.net/21.15107/rcub_imagine_2128
ER  - 
@conference{
author = "Ristivojević, Bojan and Kotur, Nikola and Tošić, Nataša and Stanković, Biljana and Gašić, Vladimir and Pavlović, Đorđe and Jelovac, Marina and Milošević, Goran and Pavlović, Sonja and Zukić, Branka",
year = "2023",
abstract = "Introduction: The NUDT15 is new pharmacogene of importance for 6-mercaptopurine therapy, given to
children with acute lymphoblastic leukemia (ALL). The association ofside effectsin children with variants
in NUDT15 are well established in Asian populations, yet the relevance ofthis pharmacogene in European
populationsremainslargely unexplored. The aim of thisstudy wasto identify pharmacogenetic variants
in coding and neighbouring regions of NUDT15 gene and analyse if the expression levels of NUDT15 can
predict the occurence of side effects of 6-mercaptopurine during the maintenance therapy in children
with ALL of Serbian origin.
Methods: The genotyping of coding and neighbouring regions of NUDT15 gene was performed using
PCR and Sangersequencing based technology in 48 children with ALL. NUDT15 expression was analyzed
in mononuclear cells of 24 ALL patients at diagnosis and 6 healthy controls by qRT-PCR, and association
with surogate markers was assessed using adequate statistical methodology.
Results: The genotypig revealed the presence of 5 variantsin NUDT15 (NUDT15(NM_018283.4):c.36A>C,
NUDT15(NM_018283.4):c.158+117C>T,NUDT15(NM_018283.4):c.158+174G>A,NUDT15(NM_018283.4):c.159-
91G>A,NUDT15(NM_018283.4):c.*7G>A), none of them with effects on the expression or the function of
NUDT15 protein. There was no statistically significant association between the expression of NUDT15 at
diagnosis and the surogate markers of side effects (number of episodes of leukopenia (p=0.821), number of weeks without therapy (p=0.507), number of weeks with lower dose (p=0.434), average doses
(p=0.374)) of 6-mercaptopurine during the maintenance therapy.
Conclusion: Presently, NUDT15 cannot be used as a pharmacogene in predicting the toxicity of 6-mercaptopurine terapy in children with ALL in Serbia.",
publisher = "Institute of Molecular Genetics and Genetic Engineering (IMGGE), University of Belgrade",
journal = "CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia",
title = "NUDT15 as potential marker for pharmacogenetic-guided 6-mercaptopurine therapy in children with acute lymphoblastic leukemia in Serbia",
pages = "81-81",
url = "https://hdl.handle.net/21.15107/rcub_imagine_2128"
}
Ristivojević, B., Kotur, N., Tošić, N., Stanković, B., Gašić, V., Pavlović, Đ., Jelovac, M., Milošević, G., Pavlović, S.,& Zukić, B.. (2023). NUDT15 as potential marker for pharmacogenetic-guided 6-mercaptopurine therapy in children with acute lymphoblastic leukemia in Serbia. in CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia
Institute of Molecular Genetics and Genetic Engineering (IMGGE), University of Belgrade., 81-81.
https://hdl.handle.net/21.15107/rcub_imagine_2128
Ristivojević B, Kotur N, Tošić N, Stanković B, Gašić V, Pavlović Đ, Jelovac M, Milošević G, Pavlović S, Zukić B. NUDT15 as potential marker for pharmacogenetic-guided 6-mercaptopurine therapy in children with acute lymphoblastic leukemia in Serbia. in CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia. 2023;:81-81.
https://hdl.handle.net/21.15107/rcub_imagine_2128 .
Ristivojević, Bojan, Kotur, Nikola, Tošić, Nataša, Stanković, Biljana, Gašić, Vladimir, Pavlović, Đorđe, Jelovac, Marina, Milošević, Goran, Pavlović, Sonja, Zukić, Branka, "NUDT15 as potential marker for pharmacogenetic-guided 6-mercaptopurine therapy in children with acute lymphoblastic leukemia in Serbia" in CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia (2023):81-81,
https://hdl.handle.net/21.15107/rcub_imagine_2128 .

In Silico analysis and prediction of novel pharmacogenomic markers of pediatric ALL treatment

Gašić, Vladimir; Kotur, Nikola; Stanković, Biljana; Pavlović, Đorđe; Jelovac, Marina; Perić, Jelena; Ristivojević, Bojan; Pavlović, Sonja; Zukić, Branka

(Belgrade : Institute of molecular genetics and genetic engineering, 2023)

TY  - CONF
AU  - Gašić, Vladimir
AU  - Kotur, Nikola
AU  - Stanković, Biljana
AU  - Pavlović, Đorđe
AU  - Jelovac, Marina
AU  - Perić, Jelena
AU  - Ristivojević, Bojan
AU  - Pavlović, Sonja
AU  - Zukić, Branka
PY  - 2023
UR  - https://belbi.bg.ac.rs/
UR  - https://imagine.imgge.bg.ac.rs/handle/123456789/2040
AB  - Acute lymphoblastic leukemia (ALL) is the most common childhood neoplasm. Side
effects of therapy occur in 75% of patients and 1-3% of patients have a lethal outcome due
to treatment. More efficient treatment of pediatric ALL has been developed by avoiding
drug adverse effects included in the treatment protocols. Therefore, implementation of
pharmacogenomics is paramount in pediatric ALL treatment. Next generation sequencing
(NGS) contributed to discovery of novel genetic markers, potential candidates for targeted
therapy and predictors of efficacy and toxicity of drugs.
We aimed to discover novel potential pharmacogenomic markers in pediatric ALL.
DNA samples from bone marrow of 17 pediatric ALL patients were analyzed using
the platform TruSeq Amplicon – Cancer Panel (Ilumina) for somatic mutations in 48
oncogenes. DNA samples from blood of 100 individuals, using the platform TruSightOne
(Ilumina), were analyzed for germinative mutations. An in-house virtual panel for GC
response markers was designed. Predicting the effects of novel variants was performed
using the SIFT, PolyPhen-2 and PROVEAN software tools. For protein structure stability
and modeling we used STRUM method and i-TASSER server.
In the NGS study of somatic mutations in pediatric ALL, 9 novel variants have been
identified. Bioinformatic analysis has shown that STK11 c.1023G>T and ERBB2 c.2341C>T
possess potential as pharmacogenomic markers, therefore, they are candidates for
molecular targeted therapy. In the exome sequencing study, according to the prediction
algorithms, 3 new potential markers in pharmacogenes related to GC response have been
identified, ABCB1 c.947A>G, NCOA3 rs138733364 and TBX21 rs14059812.
Using NGS analysis and prediction algorithms, we have detected 2 novel somatic mutations,
candidates for targeted molecular therapy, as well as 3 novel germinative variants,
potential pharmacogenomic markers of GC response in pediatric ALL. Pharmacogenomic
profiling of each pediatric ALL patient is indispensable for new therapy approaches and it
could lead to better outcomes.
PB  - Belgrade : Institute of molecular genetics and genetic engineering
C3  - 4th Belgrade Bioinformatics Conference
T1  - In Silico analysis and prediction of novel pharmacogenomic markers of pediatric ALL treatment
EP  - 95
SP  - 95
VL  - 4
UR  - https://hdl.handle.net/21.15107/rcub_imagine_2040
ER  - 
@conference{
author = "Gašić, Vladimir and Kotur, Nikola and Stanković, Biljana and Pavlović, Đorđe and Jelovac, Marina and Perić, Jelena and Ristivojević, Bojan and Pavlović, Sonja and Zukić, Branka",
year = "2023",
abstract = "Acute lymphoblastic leukemia (ALL) is the most common childhood neoplasm. Side
effects of therapy occur in 75% of patients and 1-3% of patients have a lethal outcome due
to treatment. More efficient treatment of pediatric ALL has been developed by avoiding
drug adverse effects included in the treatment protocols. Therefore, implementation of
pharmacogenomics is paramount in pediatric ALL treatment. Next generation sequencing
(NGS) contributed to discovery of novel genetic markers, potential candidates for targeted
therapy and predictors of efficacy and toxicity of drugs.
We aimed to discover novel potential pharmacogenomic markers in pediatric ALL.
DNA samples from bone marrow of 17 pediatric ALL patients were analyzed using
the platform TruSeq Amplicon – Cancer Panel (Ilumina) for somatic mutations in 48
oncogenes. DNA samples from blood of 100 individuals, using the platform TruSightOne
(Ilumina), were analyzed for germinative mutations. An in-house virtual panel for GC
response markers was designed. Predicting the effects of novel variants was performed
using the SIFT, PolyPhen-2 and PROVEAN software tools. For protein structure stability
and modeling we used STRUM method and i-TASSER server.
In the NGS study of somatic mutations in pediatric ALL, 9 novel variants have been
identified. Bioinformatic analysis has shown that STK11 c.1023G>T and ERBB2 c.2341C>T
possess potential as pharmacogenomic markers, therefore, they are candidates for
molecular targeted therapy. In the exome sequencing study, according to the prediction
algorithms, 3 new potential markers in pharmacogenes related to GC response have been
identified, ABCB1 c.947A>G, NCOA3 rs138733364 and TBX21 rs14059812.
Using NGS analysis and prediction algorithms, we have detected 2 novel somatic mutations,
candidates for targeted molecular therapy, as well as 3 novel germinative variants,
potential pharmacogenomic markers of GC response in pediatric ALL. Pharmacogenomic
profiling of each pediatric ALL patient is indispensable for new therapy approaches and it
could lead to better outcomes.",
publisher = "Belgrade : Institute of molecular genetics and genetic engineering",
journal = "4th Belgrade Bioinformatics Conference",
title = "In Silico analysis and prediction of novel pharmacogenomic markers of pediatric ALL treatment",
pages = "95-95",
volume = "4",
url = "https://hdl.handle.net/21.15107/rcub_imagine_2040"
}
Gašić, V., Kotur, N., Stanković, B., Pavlović, Đ., Jelovac, M., Perić, J., Ristivojević, B., Pavlović, S.,& Zukić, B.. (2023). In Silico analysis and prediction of novel pharmacogenomic markers of pediatric ALL treatment. in 4th Belgrade Bioinformatics Conference
Belgrade : Institute of molecular genetics and genetic engineering., 4, 95-95.
https://hdl.handle.net/21.15107/rcub_imagine_2040
Gašić V, Kotur N, Stanković B, Pavlović Đ, Jelovac M, Perić J, Ristivojević B, Pavlović S, Zukić B. In Silico analysis and prediction of novel pharmacogenomic markers of pediatric ALL treatment. in 4th Belgrade Bioinformatics Conference. 2023;4:95-95.
https://hdl.handle.net/21.15107/rcub_imagine_2040 .
Gašić, Vladimir, Kotur, Nikola, Stanković, Biljana, Pavlović, Đorđe, Jelovac, Marina, Perić, Jelena, Ristivojević, Bojan, Pavlović, Sonja, Zukić, Branka, "In Silico analysis and prediction of novel pharmacogenomic markers of pediatric ALL treatment" in 4th Belgrade Bioinformatics Conference, 4 (2023):95-95,
https://hdl.handle.net/21.15107/rcub_imagine_2040 .

Covid-19 disease severity associated with vitamin d related genetic Variants

Kotur, Nikola; Skakić, Anita; Klaassen, Kristel; Gašić, Vladimir; Jelovac, Marina; Ristivojević, Bojan; Zukić, Branka; Pavlović, Sonja; Stanković, Biljana

(Sarajevo : Institute for Genetic Engineering and Biotechnology, University of Sarajevo, 2023)

TY  - CONF
AU  - Kotur, Nikola
AU  - Skakić, Anita
AU  - Klaassen, Kristel
AU  - Gašić, Vladimir
AU  - Jelovac, Marina
AU  - Ristivojević, Bojan
AU  - Zukić, Branka
AU  - Pavlović, Sonja
AU  - Stanković, Biljana
PY  - 2023
UR  - https://imagine.imgge.bg.ac.rs/handle/123456789/1904
AB  - COVID-19 pandemic has proved to be an unrelenting health threat for more than a year now. The
emerging amount of data indicates that vitamin D could be important for clinical presentation of
COVID-19. Here, we investigated association of genetic variants related to the altered level and
bioavailability of vitamin D with clinical severity of COVID-19. We analyzed variants in genes
significant for the status of vitamin D (DHCR7/NADSYN1 rs12785878, GC rs2282679, and CYP2R1
rs10741657), and vitamin D effect (VDR rs2228570) in 120 Serbian adult and pediatric COVID-19
patients using allelic discrimination. Furthermore, we carried out comparative population genetic
analysis among European and other worldwide populations to investigate variation in allelic
frequencies of selected variants. The results showed that DHCR7/NADSYN rs12785878 and CYP2R1
rs10741657 variants were associated with severe COVID-19 in adults (p = 0.03, p = 0.017,
respectively); carriers of DHCR7/NADSYN TG+GG and CYP2R1 GG genotypes had 0.21 and 5.9 the
odds for developing severe disease, OR 0.21 (0.05–0.9) and OR 5.9 (1.4–25.2), respectively. There
were no associations between selected genetic variants and disease severity in pediatric patients.
Comparative population genetic analysis revealed that Serbian population had the lowest frequency of
CYP2R1 rs10741657 G allele compared to other non-Finish Europeans (0.58 compared to 0.69 and
0.66 in Spanish and Italian population, respectively), suggesting that other populations should also
investigate the relationship of CYP2R1 variant and the COVID-19 disease course. The results of the
study indicated that vitamin D related genetic variants were implicated in severe COVID-19 in adults.
This could direct prevention strategies based on population specific nutrigenetic profiles.
PB  - Sarajevo : Institute for Genetic Engineering and Biotechnology, University of Sarajevo
C3  - Genetics & Applications
T1  - Covid-19 disease severity associated with vitamin d related genetic Variants
IS  - 2 (Special edition
SP  - 144
VL  - 7
UR  - https://hdl.handle.net/21.15107/rcub_imagine_1904
ER  - 
@conference{
author = "Kotur, Nikola and Skakić, Anita and Klaassen, Kristel and Gašić, Vladimir and Jelovac, Marina and Ristivojević, Bojan and Zukić, Branka and Pavlović, Sonja and Stanković, Biljana",
year = "2023",
abstract = "COVID-19 pandemic has proved to be an unrelenting health threat for more than a year now. The
emerging amount of data indicates that vitamin D could be important for clinical presentation of
COVID-19. Here, we investigated association of genetic variants related to the altered level and
bioavailability of vitamin D with clinical severity of COVID-19. We analyzed variants in genes
significant for the status of vitamin D (DHCR7/NADSYN1 rs12785878, GC rs2282679, and CYP2R1
rs10741657), and vitamin D effect (VDR rs2228570) in 120 Serbian adult and pediatric COVID-19
patients using allelic discrimination. Furthermore, we carried out comparative population genetic
analysis among European and other worldwide populations to investigate variation in allelic
frequencies of selected variants. The results showed that DHCR7/NADSYN rs12785878 and CYP2R1
rs10741657 variants were associated with severe COVID-19 in adults (p = 0.03, p = 0.017,
respectively); carriers of DHCR7/NADSYN TG+GG and CYP2R1 GG genotypes had 0.21 and 5.9 the
odds for developing severe disease, OR 0.21 (0.05–0.9) and OR 5.9 (1.4–25.2), respectively. There
were no associations between selected genetic variants and disease severity in pediatric patients.
Comparative population genetic analysis revealed that Serbian population had the lowest frequency of
CYP2R1 rs10741657 G allele compared to other non-Finish Europeans (0.58 compared to 0.69 and
0.66 in Spanish and Italian population, respectively), suggesting that other populations should also
investigate the relationship of CYP2R1 variant and the COVID-19 disease course. The results of the
study indicated that vitamin D related genetic variants were implicated in severe COVID-19 in adults.
This could direct prevention strategies based on population specific nutrigenetic profiles.",
publisher = "Sarajevo : Institute for Genetic Engineering and Biotechnology, University of Sarajevo",
journal = "Genetics & Applications",
title = "Covid-19 disease severity associated with vitamin d related genetic Variants",
number = "2 (Special edition",
pages = "144",
volume = "7",
url = "https://hdl.handle.net/21.15107/rcub_imagine_1904"
}
Kotur, N., Skakić, A., Klaassen, K., Gašić, V., Jelovac, M., Ristivojević, B., Zukić, B., Pavlović, S.,& Stanković, B.. (2023). Covid-19 disease severity associated with vitamin d related genetic Variants. in Genetics & Applications
Sarajevo : Institute for Genetic Engineering and Biotechnology, University of Sarajevo., 7(2 (Special edition), 144.
https://hdl.handle.net/21.15107/rcub_imagine_1904
Kotur N, Skakić A, Klaassen K, Gašić V, Jelovac M, Ristivojević B, Zukić B, Pavlović S, Stanković B. Covid-19 disease severity associated with vitamin d related genetic Variants. in Genetics & Applications. 2023;7(2 (Special edition):144.
https://hdl.handle.net/21.15107/rcub_imagine_1904 .
Kotur, Nikola, Skakić, Anita, Klaassen, Kristel, Gašić, Vladimir, Jelovac, Marina, Ristivojević, Bojan, Zukić, Branka, Pavlović, Sonja, Stanković, Biljana, "Covid-19 disease severity associated with vitamin d related genetic Variants" in Genetics & Applications, 7, no. 2 (Special edition (2023):144,
https://hdl.handle.net/21.15107/rcub_imagine_1904 .

Can pharmacogenetic variants in TPMT, MTHFR and SLCO1B1 genes be used as potential markers of outcome prediction in systemic sclerosis patients?

Jelovac, Marina; Kotur, Nikola; Ristivojević, Bojan; Pavlović, Đorđe; Spasovski, Vesna; Damjanov, Nemanja; Pavlović, Sonja; Zukić, Branka

(Institute of Molecular Genetics and Genetic Engineering (IMGGE), University of Belgrade, 2023)

TY  - CONF
AU  - Jelovac, Marina
AU  - Kotur, Nikola
AU  - Ristivojević, Bojan
AU  - Pavlović, Đorđe
AU  - Spasovski, Vesna
AU  - Damjanov, Nemanja
AU  - Pavlović, Sonja
AU  - Zukić, Branka
PY  - 2023
UR  - https://imagine.imgge.bg.ac.rs/handle/123456789/2119
AB  - Introduction: Systemic sclerosis(SSc) is a rare autoimmune disorder that affects connective tissues and
hasthe highest morbidity and mortality among rheumatologic diseases. Clinical presentations as well as
disease progression are highly heterogeneous between patients, implying a strong need for individualization of therapy.
Methods: Four pharmacogenetic variants, namely TPMT rs1800460, TPMT rs1142345, MTHFR rs1801133
and SLCO1B1 rs4149056 were tested for association with severe disease outcomes in 102 patients with
SSc from Serbia treated either with immunosuppressants azathioprine (AZA) and methotrexate (MTX) or
with other types of medications. Genotyping was performed using PCR-RFLP and direct Sanger sequencing. R software was used for statistical analysis and development of polygenic risk score (PRS)
model.
Results: Association wasfound between MTHFR rs1801133 and higher risk for elevated systolic pressure
in all patients except those prescribed with MTX, and higher risk for kidney insufficiency in patients prescribed with other types of drugs. In patients treated with MTX, variant SLCO1B1 rs4149056 was protective against kidney insufficiency. For patients receiving MTX a trend was shown for having a higher PRS
rank and elevated systolic pressure.
Conclusion: Our results open a door wide for more extensive research on pharmacogenomics markers
in patients with SSc. Altogether, pharmacogenomics markers could predict the outcome of patients with
SSc and help in prevention of adverse drug reactions
PB  - Institute of Molecular Genetics and Genetic Engineering (IMGGE), University of Belgrade
C3  - CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia
T1  - Can pharmacogenetic variants in TPMT, MTHFR and SLCO1B1 genes be used as potential markers of outcome prediction in systemic sclerosis patients?
EP  - 64
SP  - 64
UR  - https://hdl.handle.net/21.15107/rcub_imagine_2119
ER  - 
@conference{
author = "Jelovac, Marina and Kotur, Nikola and Ristivojević, Bojan and Pavlović, Đorđe and Spasovski, Vesna and Damjanov, Nemanja and Pavlović, Sonja and Zukić, Branka",
year = "2023",
abstract = "Introduction: Systemic sclerosis(SSc) is a rare autoimmune disorder that affects connective tissues and
hasthe highest morbidity and mortality among rheumatologic diseases. Clinical presentations as well as
disease progression are highly heterogeneous between patients, implying a strong need for individualization of therapy.
Methods: Four pharmacogenetic variants, namely TPMT rs1800460, TPMT rs1142345, MTHFR rs1801133
and SLCO1B1 rs4149056 were tested for association with severe disease outcomes in 102 patients with
SSc from Serbia treated either with immunosuppressants azathioprine (AZA) and methotrexate (MTX) or
with other types of medications. Genotyping was performed using PCR-RFLP and direct Sanger sequencing. R software was used for statistical analysis and development of polygenic risk score (PRS)
model.
Results: Association wasfound between MTHFR rs1801133 and higher risk for elevated systolic pressure
in all patients except those prescribed with MTX, and higher risk for kidney insufficiency in patients prescribed with other types of drugs. In patients treated with MTX, variant SLCO1B1 rs4149056 was protective against kidney insufficiency. For patients receiving MTX a trend was shown for having a higher PRS
rank and elevated systolic pressure.
Conclusion: Our results open a door wide for more extensive research on pharmacogenomics markers
in patients with SSc. Altogether, pharmacogenomics markers could predict the outcome of patients with
SSc and help in prevention of adverse drug reactions",
publisher = "Institute of Molecular Genetics and Genetic Engineering (IMGGE), University of Belgrade",
journal = "CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia",
title = "Can pharmacogenetic variants in TPMT, MTHFR and SLCO1B1 genes be used as potential markers of outcome prediction in systemic sclerosis patients?",
pages = "64-64",
url = "https://hdl.handle.net/21.15107/rcub_imagine_2119"
}
Jelovac, M., Kotur, N., Ristivojević, B., Pavlović, Đ., Spasovski, V., Damjanov, N., Pavlović, S.,& Zukić, B.. (2023). Can pharmacogenetic variants in TPMT, MTHFR and SLCO1B1 genes be used as potential markers of outcome prediction in systemic sclerosis patients?. in CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia
Institute of Molecular Genetics and Genetic Engineering (IMGGE), University of Belgrade., 64-64.
https://hdl.handle.net/21.15107/rcub_imagine_2119
Jelovac M, Kotur N, Ristivojević B, Pavlović Đ, Spasovski V, Damjanov N, Pavlović S, Zukić B. Can pharmacogenetic variants in TPMT, MTHFR and SLCO1B1 genes be used as potential markers of outcome prediction in systemic sclerosis patients?. in CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia. 2023;:64-64.
https://hdl.handle.net/21.15107/rcub_imagine_2119 .
Jelovac, Marina, Kotur, Nikola, Ristivojević, Bojan, Pavlović, Đorđe, Spasovski, Vesna, Damjanov, Nemanja, Pavlović, Sonja, Zukić, Branka, "Can pharmacogenetic variants in TPMT, MTHFR and SLCO1B1 genes be used as potential markers of outcome prediction in systemic sclerosis patients?" in CoMBoS2 – the Second Congress of Molecular Biologists of Serbia, Abstract Book – Trends in Molecular Biology, Special issue 06-08 October 2023, Belgrade, Serbia (2023):64-64,
https://hdl.handle.net/21.15107/rcub_imagine_2119 .

The pharmacogenomics of vincristine-induced peripheral neuropathy in pediatric acute lymphoblastic leukemia patients in Serbia

Ristivojević, Bojan; Kotur, Nikola; Stanković, Biljana; Gašić, Vladimir; Pavlović, Đorđe; Jelovac, Marina; Pavlović, Sonja; Zukić, Branka

(Sarajevo : Institute for Genetic Engineering and Biotechnology, University of Sarajevo, 2023)

TY  - CONF
AU  - Ristivojević, Bojan
AU  - Kotur, Nikola
AU  - Stanković, Biljana
AU  - Gašić, Vladimir
AU  - Pavlović, Đorđe
AU  - Jelovac, Marina
AU  - Pavlović, Sonja
AU  - Zukić, Branka
PY  - 2023
UR  - https://imagine.imgge.bg.ac.rs/handle/123456789/1902
AB  - Vincristine (VCR) is one of the key drugs in current treatment protocols for pediatric acute
lymphoblastic leukemia (ALL). By destabilization of microtubules, VCR arrests cells in metaphase,
inducing apoptosis of malignant cells. VCR also causes axonal degradation and impairment of axonal
transport, which leads to vincristine-induced peripheral neuropathy (VIPN). The aim of this study was
to determine if the selected genetic variants are associated with the development of VIPN in ALL
children treated with VCR in Serbia. This study also aimed to discover candidate pharmacogenomic
markers of VIPN in Serbian population. PCR and sequencing-based methodology was used to detect
variants in following genes: CYP3А5 (rs776746), CEP72 (rs924607), ACTG1 (rs1135989), MIR3117
(rs12402181) and MIR4481 (rs7896283). Statistical analyses were performed for investigation of their
association with VIPN in 56 pediatric ALL patients. Population VCR pharmacogenomics analysis of 17
pharmacogenes from in-house next-generation sequencing data was also done. Data on allele frequency
distribution for European population were extracted from public databases. During the treatment,
17.86% of patients developed VIPN. Association analyses have shown that none of the investigated
genetic variants contributed to the occurrence of VIPN in our study group. Population
pharmacogenomics study didn’t reveal valid candidate pharmacovariants for the occurrence of VIPN.
Our results suggested that pre-emptive pharmacogenetic testing for VCR is not applicable. More
comprehensive approaches are needed to identify panel of genes that could explain the VIPN
development after VCR administration in ALL patients. Utilizing better designed GWAS studies and
more robust artificial intelligence-based tools would provide a panel of pharmacogenes for pre-emptive
tests of VIPN to individualize therapy for ALL in children.
PB  - Sarajevo : Institute for Genetic Engineering and Biotechnology, University of Sarajevo
C3  - Genetics & Applications
T1  - The pharmacogenomics of vincristine-induced peripheral neuropathy in pediatric acute lymphoblastic leukemia patients in Serbia
IS  - 2 (Special edition)
SP  - 109
VL  - 7
UR  - https://hdl.handle.net/21.15107/rcub_imagine_1902
ER  - 
@conference{
author = "Ristivojević, Bojan and Kotur, Nikola and Stanković, Biljana and Gašić, Vladimir and Pavlović, Đorđe and Jelovac, Marina and Pavlović, Sonja and Zukić, Branka",
year = "2023",
abstract = "Vincristine (VCR) is one of the key drugs in current treatment protocols for pediatric acute
lymphoblastic leukemia (ALL). By destabilization of microtubules, VCR arrests cells in metaphase,
inducing apoptosis of malignant cells. VCR also causes axonal degradation and impairment of axonal
transport, which leads to vincristine-induced peripheral neuropathy (VIPN). The aim of this study was
to determine if the selected genetic variants are associated with the development of VIPN in ALL
children treated with VCR in Serbia. This study also aimed to discover candidate pharmacogenomic
markers of VIPN in Serbian population. PCR and sequencing-based methodology was used to detect
variants in following genes: CYP3А5 (rs776746), CEP72 (rs924607), ACTG1 (rs1135989), MIR3117
(rs12402181) and MIR4481 (rs7896283). Statistical analyses were performed for investigation of their
association with VIPN in 56 pediatric ALL patients. Population VCR pharmacogenomics analysis of 17
pharmacogenes from in-house next-generation sequencing data was also done. Data on allele frequency
distribution for European population were extracted from public databases. During the treatment,
17.86% of patients developed VIPN. Association analyses have shown that none of the investigated
genetic variants contributed to the occurrence of VIPN in our study group. Population
pharmacogenomics study didn’t reveal valid candidate pharmacovariants for the occurrence of VIPN.
Our results suggested that pre-emptive pharmacogenetic testing for VCR is not applicable. More
comprehensive approaches are needed to identify panel of genes that could explain the VIPN
development after VCR administration in ALL patients. Utilizing better designed GWAS studies and
more robust artificial intelligence-based tools would provide a panel of pharmacogenes for pre-emptive
tests of VIPN to individualize therapy for ALL in children.",
publisher = "Sarajevo : Institute for Genetic Engineering and Biotechnology, University of Sarajevo",
journal = "Genetics & Applications",
title = "The pharmacogenomics of vincristine-induced peripheral neuropathy in pediatric acute lymphoblastic leukemia patients in Serbia",
number = "2 (Special edition)",
pages = "109",
volume = "7",
url = "https://hdl.handle.net/21.15107/rcub_imagine_1902"
}
Ristivojević, B., Kotur, N., Stanković, B., Gašić, V., Pavlović, Đ., Jelovac, M., Pavlović, S.,& Zukić, B.. (2023). The pharmacogenomics of vincristine-induced peripheral neuropathy in pediatric acute lymphoblastic leukemia patients in Serbia. in Genetics & Applications
Sarajevo : Institute for Genetic Engineering and Biotechnology, University of Sarajevo., 7(2 (Special edition)), 109.
https://hdl.handle.net/21.15107/rcub_imagine_1902
Ristivojević B, Kotur N, Stanković B, Gašić V, Pavlović Đ, Jelovac M, Pavlović S, Zukić B. The pharmacogenomics of vincristine-induced peripheral neuropathy in pediatric acute lymphoblastic leukemia patients in Serbia. in Genetics & Applications. 2023;7(2 (Special edition)):109.
https://hdl.handle.net/21.15107/rcub_imagine_1902 .
Ristivojević, Bojan, Kotur, Nikola, Stanković, Biljana, Gašić, Vladimir, Pavlović, Đorđe, Jelovac, Marina, Pavlović, Sonja, Zukić, Branka, "The pharmacogenomics of vincristine-induced peripheral neuropathy in pediatric acute lymphoblastic leukemia patients in Serbia" in Genetics & Applications, 7, no. 2 (Special edition) (2023):109,
https://hdl.handle.net/21.15107/rcub_imagine_1902 .