Computational models for predicting drug responses in cancer research

F Azuaje - Briefings in bioinformatics, 2017 - academic.oup.com
The computational prediction of drug responses based on the analysis of multiple types of
genome-wide molecular data is vital for accomplishing the promise of precision medicine in …

Bioinformatics approaches for anti-cancer drug discovery

K Li, Y Du, L Li, DQ Wei - Current drug targets, 2020 - ingentaconnect.com
Drug discovery is important in cancer therapy and precision medicines. Traditional
approaches of drug discovery are mainly based on in vivo animal experiments and in vitro …

Anticancer drug synergy prediction in understudied tissues using transfer learning

Y Kim, S Zheng, J Tang, W Jim Zheng… - Journal of the …, 2021 - academic.oup.com
Objective Drug combination screening has advantages in identifying cancer treatment
options with higher efficacy without degradation in terms of safety. A key challenge is that the …

Discovering novel pharmacogenomic biomarkers by imputing drug response in cancer patients from large genomics studies

P Geeleher, Z Zhang, F Wang, RF Gruener… - Genome …, 2017 - genome.cshlp.org
Obtaining accurate drug response data in large cohorts of cancer patients is very
challenging; thus, most cancer pharmacogenomics discovery is conducted in preclinical …

Drug screening in 3D in vitro tumor models: overcoming current pitfalls of efficacy read‐outs

VE Santo, SP Rebelo, MF Estrada… - Biotechnology …, 2017 - Wiley Online Library
There is cumulating evidence that in vitro 3D tumor models with increased physiological
relevance can improve the predictive value of pre‐clinical research and ultimately contribute …

[HTML][HTML] Fluorescence intensity and lifetime imaging of lipofuscin-like autofluorescence for label-free predicting clinical drug response in cancer

Y Yan, F Xing, J Cao, Y Hu, L Li, Z Gao, H Jia, K Miao… - Redox Biology, 2023 - Elsevier
Conventional techniques for in vitro cancer drug screening require labor-intensive formalin
fixation, paraffin embedding, and dye staining of tumor tissues at fixed endpoints. This way …

Targeting tumor interstitial fluid pressure: will it yield novel successful therapies for solid tumors?

LC Böckelmann, U Schumacher - Expert opinion on therapeutic …, 2019 - Taylor & Francis
Introduction: Elevated tumor interstitial fluid pressure (TIFP) is a major barrier to successful
cancer treatment. It is mainly caused by an inadequate tumor perfusion resulting from …

Quantification of pathway cross-talk reveals novel synergistic drug combinations for breast cancer

S Jaeger, A Igea, R Arroyo, V Alcalde, B Canovas… - Cancer research, 2017 - AACR
Combinatorial therapeutic approaches are an imperative to improve cancer treatment,
because it is critical to impede compensatory signaling mechanisms that can engender drug …

Globospiramine from Voacanga globosa Exerts Robust Cytotoxic and Antiproliferative Activities on Cancer Cells by Inducing Caspase-Dependent Apoptosis in A549 …

JAH Manzano, EA Abellanosa, JP Aguilar, S Brogi… - Cells, 2024 - mdpi.com
Bisindole alkaloids are a source of inspiration for the design and discovery of new-
generation anticancer agents. In this study, we investigated the cytotoxic and …

Molecular genomic features associated with in vitro response of the NCI‐60 cancer cell line panel to natural products

J Krushkal, S Negi, LM Yee, JR Evans… - Molecular …, 2021 - Wiley Online Library
Natural products remain a significant source of anticancer chemotherapeutics. The search
for targeted drugs for cancer treatment includes consideration of natural products, which …