Artificial intelligence in early drug discovery enabling precision medicine

F Boniolo, E Dorigatti, AJ Ohnmacht… - Expert Opinion on …, 2021 - Taylor & Francis
Introduction: Precision medicine is the concept of treating diseases based on environmental
factors, lifestyles, and molecular profiles of patients. This approach has been found to …

OncoTree: a cancer classification system for precision oncology

R Kundra, H Zhang, R Sheridan… - JCO clinical cancer …, 2021 - ascopubs.org
PURPOSE Cancer classification is foundational for patient care and oncology research.
Systems such as International Classification of Diseases for Oncology (ICD-O) …

The future of clinical trial design in oncology

A Spreafico, AR Hansen, AR Abdul Razak… - Cancer …, 2021 - aacrjournals.org
Clinical trials represent a fulcrum for oncology drug discovery and development to bring safe
and effective medicines to patients in a timely manner. Clinical trials have shifted from …

Integrating molecular profiles into clinical frameworks through the Molecular Oncology Almanac to prospectively guide precision oncology

B Reardon, ND Moore, NS Moore, E Kofman… - Nature cancer, 2021 - nature.com
Tumor molecular profiling of single gene-variant ('first-order') genomic alterations informs
potential therapeutic approaches. Interactions between such first-order events and global …

[HTML][HTML] Requirements analysis and specification for a molecular tumor board platform based on cBioPortal

P Buechner, M Hinderer, P Unberath, P Metzger… - Diagnostics, 2020 - mdpi.com
Clinicians in molecular tumor boards (MTB) are confronted with a growing amount of genetic
high-throughput sequencing data. Today, at German university hospitals, these data are …

Implementation of a molecular tumor registry to support the adoption of precision oncology within an Academic Medical Center: the Duke University Experience

MF Green, JL Bell, CB Hubbard, SJ McCall… - JCO precision …, 2021 - ascopubs.org
PURPOSE Comprehensive genomic profiling to inform targeted therapy selection is a
central part of oncology care. However, the volume and complexity of alterations uncovered …

Searching of clinical trials made easier in cBioPortal using patients' genetic and clinical profiles

P Unberath, L Mahlmeister, N Reimer… - Applied clinical …, 2022 - thieme-connect.com
Background Molecular tumor boards (MTBs) cope with the complexity of an increased usage
of genome sequencing data in cancer treatment. As for most of these patients, guideline …

Disease classification: from phenotypic similarity to integrative genomics and beyond

MG Dozmorov - Briefings in bioinformatics, 2019 - academic.oup.com
A fundamental challenge of modern biomedical research is understanding how diseases
that are similar on the phenotypic level are similar on the molecular level. Integration of …

Implementation and clinical adoption of precision oncology workflows across a healthcare network

D Dias-Santagata, RS Heist, AZ Bard… - The …, 2022 - academic.oup.com
Background Precision oncology relies on molecular diagnostics, and the value-proposition
of modern healthcare networks promises a higher standard of care across partner sites. We …

Clinical inflection point detection on the basis of EHR data to identify clinical trial–ready patients with cancer

KL Kehl, S Groha, EM Lepisto, H Elmarakeby… - JCO Clinical Cancer …, 2021 - ascopubs.org
PURPOSE To inform precision oncology, methods are needed to use electronic health
records (EHRs) to identify patients with cancer who are experiencing clinical inflection …