Pharmacogenomic and Pharmacotranscriptomic Profiling of Childhood Acute Lymphoblastic Leukemia: Paving the Way to Personalized Treatment.


Journal

Genes
ISSN: 2073-4425
Titre abrégé: Genes (Basel)
Pays: Switzerland
ID NLM: 101551097

Informations de publication

Date de publication:
01 03 2019
Historique:
received: 04 02 2019
revised: 23 02 2019
accepted: 25 02 2019
entrez: 6 3 2019
pubmed: 6 3 2019
medline: 6 3 2019
Statut: epublish

Résumé

Personalized medicine is focused on research disciplines which contribute to the individualization of therapy, like pharmacogenomics and pharmacotranscriptomics. Acute lymphoblastic leukemia (ALL) is the most common malignancy of childhood. It is one of the pediatric malignancies with the highest cure rate, but still a lethal outcome due to therapy accounts for 1%⁻3% of deaths. Further improvement of treatment protocols is needed through the implementation of pharmacogenomics and pharmacotranscriptomics. Emerging high-throughput technologies, including microarrays and next-generation sequencing, have provided an enormous amount of molecular data with the potential to be implemented in childhood ALL treatment protocols. In the current review, we summarized the contribution of these novel technologies to the pharmacogenomics and pharmacotranscriptomics of childhood ALL. We have presented data on molecular markers responsible for the efficacy, side effects, and toxicity of the drugs commonly used for childhood ALL treatment, i.e., glucocorticoids, vincristine, asparaginase, anthracyclines, thiopurines, and methotrexate. Big data was generated using high-throughput technologies, but their implementation in clinical practice is poor. Research efforts should be focused on data analysis and designing prediction models using machine learning algorithms. Bioinformatics tools and the implementation of artificial i Lack of association of the CEP72 rs924607 TT genotype with intelligence are expected to open the door wide for personalized medicine in the clinical practice of childhood ALL.

Identifiants

pubmed: 30832275
pii: genes10030191
doi: 10.3390/genes10030191
pmc: PMC6471971
pii:
doi:

Substances chimiques

Antineoplastic Agents 0
Biomarkers, Tumor 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't Review

Langues

eng

Sous-ensembles de citation

IM

Déclaration de conflit d'intérêts

The authors declare no conflict of interest.

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Auteurs

Sonja Pavlovic (S)

Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia. sonya@sezampro.rs.

Nikola Kotur (N)

Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia. nikola0104@gmail.com.

Biljana Stankovic (B)

Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia. bi.stankovic@gmail.com.

Branka Zukic (B)

Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia. branka.petrucev@gmail.com.

Vladimir Gasic (V)

Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia. vlada.gasic42@gmail.com.

Lidija Dokmanovic (L)

University Children's Hospital, 11000 Belgrade, Serbia. lidija.dokmanovic@udk.bg.ac.rs.
University of Belgrade, Faculty of Medicine, 11000 Belgrade, Serbia. lidija.dokmanovic@udk.bg.ac.rs.

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