Screening out irrelevant cell-based models of disease

P Horvath, N Aulner, M Bickle, AM Davies… - Nature reviews Drug …, 2016 - nature.com
The common and persistent failures to translate promising preclinical drug candidates into
clinical success highlight the limited effectiveness of disease models currently used in drug …

Precision medicine for cancer with next-generation functional diagnostics

AA Friedman, A Letai, DE Fisher, KT Flaherty - Nature Reviews Cancer, 2015 - nature.com
Precision medicine is about matching the right drugs to the right patients. Although this
approach is technology agnostic, in cancer there is a tendency to make precision medicine …

DeepTraSynergy: drug combinations using multimodal deep learning with transformers

F Rafiei, H Zeraati, K Abbasi, JB Ghasemi… - …, 2023 - academic.oup.com
Motivation Screening bioactive compounds in cancer cell lines receive more attention.
Multidisciplinary drugs or drug combinations have a more effective role in treatments and …

Functional precision medicine provides clinical benefit in advanced aggressive hematologic cancers and identifies exceptional responders

C Kornauth, T Pemovska, GI Vladimer, G Bayer… - Cancer discovery, 2022 - AACR
Personalized medicine aims to match the right drug with the right patient by using specific
features of the individual patient's tumor. However, current strategies of personalized …

Implementing a functional precision medicine tumor board for acute myeloid leukemia

D Malani, A Kumar, O Brück, M Kontro, B Yadav… - Cancer discovery, 2022 - AACR
We generated ex vivo drug-response and multiomics profiling data for a prospective series
of 252 samples from 186 patients with acute myeloid leukemia (AML). A functional precision …

Molecular landscape of acute myeloid leukemia in younger adults and its clinical relevance

D Grimwade, A Ivey, BJP Huntly - Blood, The Journal of the …, 2016 - ashpublications.org
Recent major advances in understanding the molecular basis of acute myeloid leukemia
(AML) provide a double-edged sword. Although defining the topology and key features of …

Functional precision cancer medicine—moving beyond pure genomics

A Letai - Nature medicine, 2017 - nature.com
The essential job of precision medicine is to match the right drugs to the right patients. In
cancer, precision medicine has been nearly synonymous with genomics. However, sobering …

A survey of current trends in computational drug repositioning

J Li, S Zheng, B Chen, AJ Butte… - Briefings in …, 2016 - academic.oup.com
Computational drug repositioning or repurposing is a promising and efficient tool for
discovering new uses from existing drugs and holds the great potential for precision …

Integrated drug profiling and CRISPR screening identify essential pathways for CAR T-cell cytotoxicity

O Dufva, J Koski, P Maliniemi, A Ianevski… - Blood, The Journal …, 2020 - ashpublications.org
Chimeric antigen receptor (CAR) T-cell therapy has proven effective in relapsed and
refractory B-cell malignancies, but resistance and relapses still occur. Better understanding …

Making sense of big data in health research: towards an EU action plan

C Auffray, R Balling, I Barroso, L Bencze, M Benson… - Genome medicine, 2016 - Springer
Medicine and healthcare are undergoing profound changes. Whole-genome sequencing
and high-resolution imaging technologies are key drivers of this rapid and crucial …