» Articles » PMID: 36374194

OncoLoop: A Network-Based Precision Cancer Medicine Framework

Abstract

Significance: OncoLoop is a transcriptomic-based experimental and computational framework that can support rapid-turnaround coclinical studies to identify and validate drugs for individual patients, which can then be readily adapted to clinical practice. This framework should be applicable in many cancer contexts for which appropriate models and drug perturbation data are available. This article is highlighted in the In This Issue feature, p. 247.

Citing Articles

Molecular characterization of the sea lamprey retina illuminates the evolutionary origin of retinal cell types.

Wang J, Zhang L, Cavallini M, Pahlevan A, Sun J, Morshedian A Nat Commun. 2024; 15(1):10761.

PMID: 39737973 PMC: 11685597. DOI: 10.1038/s41467-024-55019-x.


Identification and Targeting of Regulators of SARS-CoV-2-Host Interactions in the Airway Epithelium.

Dirvin B, Noh H, Tomassoni L, Cao D, Zhou Y, Ke X bioRxiv. 2024; .

PMID: 39464067 PMC: 11507692. DOI: 10.1101/2024.10.11.617898.


Network analysis to identify driver genes and combination drugs in brain cancer.

Roshani F, Ahvar M, Ebrahimi A Sci Rep. 2024; 14(1):18666.

PMID: 39134610 PMC: 11319350. DOI: 10.1038/s41598-024-69705-9.


Computer-aided drug discovery strategies for novel therapeutics for prostate cancer leveraging next-generating sequencing data.

Zhang W, Huang R Expert Opin Drug Discov. 2024; 19(7):841-853.

PMID: 38860709 PMC: 11537242. DOI: 10.1080/17460441.2024.2365370.


A systematic review on the culture methods and applications of 3D tumoroids for cancer research and personalized medicine.

Kalla J, Pfneissl J, Mair T, Tran L, Egger G Cell Oncol (Dordr). 2024; 48(1):1-26.

PMID: 38806997 PMC: 11850459. DOI: 10.1007/s13402-024-00960-8.


References
1.
Gao D, Vela I, Sboner A, Iaquinta P, Karthaus W, Gopalan A . Organoid cultures derived from patients with advanced prostate cancer. Cell. 2014; 159(1):176-187. PMC: 4237931. DOI: 10.1016/j.cell.2014.08.016. View

2.
Sartor O, de Bono J . Metastatic Prostate Cancer. N Engl J Med. 2018; 378(7):645-657. DOI: 10.1056/NEJMra1701695. View

3.
Alvarez M, Shen Y, Giorgi F, Lachmann A, Ding B, Ye B . Functional characterization of somatic mutations in cancer using network-based inference of protein activity. Nat Genet. 2016; 48(8):838-47. PMC: 5040167. DOI: 10.1038/ng.3593. View

4.
Aytes A, Giacobbe A, Mitrofanova A, Ruggero K, Cyrta J, Arriaga J . NSD2 is a conserved driver of metastatic prostate cancer progression. Nat Commun. 2018; 9(1):5201. PMC: 6281610. DOI: 10.1038/s41467-018-07511-4. View

5.
Risom T, Langer E, Chapman M, Rantala J, Fields A, Boniface C . Differentiation-state plasticity is a targetable resistance mechanism in basal-like breast cancer. Nat Commun. 2018; 9(1):3815. PMC: 6145927. DOI: 10.1038/s41467-018-05729-w. View