RNA sequencing for research and diagnostics in clinical oncology.

Bioinformatics Clinical oncology DNA mutations Genomics Molecular diagnostics Molecular markers Personalized medicine RNA sequencing Recurrent and metastatic disease Targeted therapies Transcriptomics

Journal

Seminars in cancer biology
ISSN: 1096-3650
Titre abrégé: Semin Cancer Biol
Pays: England
ID NLM: 9010218

Informations de publication

Date de publication:
02 2020
Historique:
received: 30 06 2019
accepted: 16 07 2019
pubmed: 15 8 2019
medline: 18 12 2020
entrez: 15 8 2019
Statut: ppublish

Résumé

Molecular diagnostics is becoming one of the major drivers of personalized oncology. With hundreds of different approved anticancer drugs and regimens of their administration, selecting the proper treatment for a patient is at least nontrivial task. This is especially sound for the cases of recurrent and metastatic cancers where the standard lines of therapy failed. Recent trials demonstrated that mutation assays have a strong limitation in personalized selection of therapeutics, consequently, most of the drugs cannot be ranked and only a small percentage of patients can benefit from the screening. Other approaches are, therefore, needed to address a problem of finding proper targeted therapies. The analysis of RNA expression (transcriptomic) profiles presents a reasonable solution because transcriptomics stands a few steps closer to tumor phenotype than the genome analysis. Several recent studies pioneered using transcriptomics for practical oncology and showed truly encouraging clinical results. The possibility of directly measuring of expression levels of molecular drugs' targets and profiling activation of the relevant molecular pathways enables personalized prioritizing for all types of molecular-targeted therapies. RNA sequencing is the most robust tool for the high throughput quantitative transcriptomics. Its use, potentials, and limitations for the clinical oncology will be reviewed here along with the technical aspects such as optimal types of biosamples, RNA sequencing profile normalization, quality controls and several levels of data analysis.

Identifiants

pubmed: 31412295
pii: S1044-579X(19)30209-3
doi: 10.1016/j.semcancer.2019.07.010
pii:
doi:

Substances chimiques

Biomarkers, Tumor 0

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

311-323

Informations de copyright

Copyright © 2019 Elsevier Ltd. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Competing Interest The authors declare that they have no conflict of interests in publishing this review paper

Auteurs

Anton Buzdin (A)

I.M. Sechenov First Moscow State Medical University, Moscow, Russia; Omicsway Corp., Walnut, CA, USA; Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia. Electronic address: buzdin@oncobox.com.

Maxim Sorokin (M)

I.M. Sechenov First Moscow State Medical University, Moscow, Russia; Omicsway Corp., Walnut, CA, USA; Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.

Andrew Garazha (A)

Omicsway Corp., Walnut, CA, USA.

Alexander Glusker (A)

Omicsway Corp., Walnut, CA, USA.

Alex Aleshin (A)

Stanford University School of Medicine, Stanford, 94305, CA, USA.

Elena Poddubskaya (E)

I.M. Sechenov First Moscow State Medical University, Moscow, Russia; Vitamed Oncological Clinics, Moscow, Russia.

Marina Sekacheva (M)

I.M. Sechenov First Moscow State Medical University, Moscow, Russia.

Ella Kim (E)

Johannes Gutenberg University Mainz, Mainz, Germany.

Nurshat Gaifullin (N)

Lomonosov Moscow State University, Faculty of Medicine, Moscow, Russia.

Alf Giese (A)

Orthocenter Hamburg, Germany.

Alexander Seryakov (A)

Medical Holding SM-Clinic, Moscow, Russia.

Pavel Rumiantsev (P)

Endocrinology Research Center, Moscow, 117312, Russia.

Sergey Moshkovskii (S)

Institute of Biomedical Chemistry, Moscow, 119121, Russia; Pirogov Russian National Research Medical University (RNRMU), Moscow, 117997, Russia.

Alexey Moiseev (A)

I.M. Sechenov First Moscow State Medical University, Moscow, Russia.

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Classifications MeSH