[HTML][HTML] Artificial intelligence for aging and longevity research: Recent advances and perspectives

A Zhavoronkov, P Mamoshina, Q Vanhaelen… - Ageing research …, 2019 - Elsevier
The applications of modern artificial intelligence (AI) algorithms within the field of aging
research offer tremendous opportunities. Aging is an almost universal unifying feature …

RNA sequencing for research and diagnostics in clinical oncology

A Buzdin, M Sorokin, A Garazha, A Glusker… - Seminars in cancer …, 2020 - Elsevier
Molecular diagnostics is becoming one of the major drivers of personalized oncology. With
hundreds of different approved anticancer drugs and regimens of their administration …

[HTML][HTML] Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare

P Mamoshina, L Ojomoko, Y Yanovich, A Ostrovski… - Oncotarget, 2018 - ncbi.nlm.nih.gov
The increased availability of data and recent advancements in artificial intelligence present
the unprecedented opportunities in healthcare and major challenges for the patients …

Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data

A Aliper, S Plis, A Artemov, A Ulloa… - Molecular …, 2016 - ACS Publications
Deep learning is rapidly advancing many areas of science and technology with multiple
success stories in image, text, voice and video recognition, robotics, and autonomous …

Drug repositioning in glioblastoma: a pathway perspective

SK Tan, A Jermakowicz, AK Mookhtiar… - Frontiers in …, 2018 - frontiersin.org
Glioblastoma multiforme (GBM) is the most malignant primary adult brain tumor. The current
standard of care is surgical resection, radiation, and chemotherapy treatment, which extends …

Mathematical and computational modeling in complex biological systems

Z Ji, K Yan, W Li, H Hu, X Zhu - BioMed research international, 2017 - Wiley Online Library
The biological process and molecular functions involved in the cancer progression remain
difficult to understand for biologists and clinical doctors. Recent developments in high …

[HTML][HTML] Towards natural mimetics of metformin and rapamycin

A Aliper, L Jellen, F Cortese, A Artemov… - Aging (albany …, 2017 - ncbi.nlm.nih.gov
Aging is now at the forefront of major challenges faced globally, creating an immediate need
for safe, widescale interventions to reduce the burden of chronic disease and extend human …

H3K4me3, H3K9ac, H3K27ac, H3K27me3 and H3K9me3 histone tags suggest distinct regulatory evolution of open and condensed chromatin landmarks

AA Igolkina, A Zinkevich, KO Karandasheva, AA Popov… - Cells, 2019 - mdpi.com
Background: Transposons are selfish genetic elements that self-reproduce in host DNA.
They were active during evolutionary history and now occupy almost half of mammalian …

Molecular pathway activation–new type of biomarkers for tumor morphology and personalized selection of target drugs

A Buzdin, M Sorokin, A Garazha, M Sekacheva… - Seminars in cancer …, 2018 - Elsevier
Anticancer target drugs (ATDs) specifically bind and inhibit molecular targets that play
important roles in cancer development and progression, being deeply implicated in …

Algorithmic annotation of functional roles for components of 3,044 human molecular pathways

M Sorokin, N Borisov, D Kuzmin, A Gudkov… - Frontiers in …, 2021 - frontiersin.org
Current methods of high-throughput molecular and genomic analyses enabled to
reconstruct thousands of human molecular pathways. Knowledge of molecular pathways …