The recurrent architecture of tumour initiation, progression and drug sensitivity

A Califano, MJ Alvarez - Nature Reviews Cancer, 2017 - nature.com
Recent studies across multiple tumour types are starting to reveal a recurrent regulatory
architecture in which genomic alterations cluster upstream of functional master regulator …

Precision oncology: the road ahead

D Senft, MDM Leiserson, E Ruppin, AR Ze'ev - Trends in molecular …, 2017 - cell.com
Current efforts in precision oncology largely focus on the benefit of genomics-guided
therapy. Yet, advances in sequencing techniques provide an unprecedented view of the …

Functional characterization of somatic mutations in cancer using network-based inference of protein activity

MJ Alvarez, Y Shen, FM Giorgi, A Lachmann, BB Ding… - Nature …, 2016 - nature.com
Identifying the multiple dysregulated oncoproteins that contribute to tumorigenesis in a given
patient is crucial for developing personalized treatment plans. However, accurate inference …

CellBox: interpretable machine learning for perturbation biology with application to the design of cancer combination therapy

B Yuan, C Shen, A Luna, A Korkut, DS Marks… - Cell systems, 2021 - cell.com
Systematic perturbation of cells followed by comprehensive measurements of molecular and
phenotypic responses provides informative data resources for constructing computational …

Pan-cancer analysis of lncRNA regulation supports their targeting of cancer genes in each tumor context

HS Chiu, S Somvanshi, E Patel, TW Chen, VP Singh… - Cell reports, 2018 - cell.com
Long noncoding RNAs (lncRNAs) are commonly dysregulated in tumors, but only a handful
are known to play pathophysiological roles in cancer. We inferred lncRNAs that dysregulate …

An extensive microRNA-mediated network of RNA-RNA interactions regulates established oncogenic pathways in glioblastoma

P Sumazin, X Yang, HS Chiu, WJ Chung, A Iyer… - Cell, 2011 - cell.com
By analyzing gene expression data in glioblastoma in combination with matched microRNA
profiles, we have uncovered a posttranscriptional regulation layer of surprising magnitude …

Rearrangement of MYC Is Associated With Poor Prognosis in Patients With Diffuse Large B-Cell Lymphoma Treated in the Era of Rituximab

S Barrans, S Crouch, A Smith, K Turner… - Journal of clinical …, 2010 - ascopubs.org
Purpose Rearrangement of MYC occurs in a proportion of diffuse large B-cell lymphomas
(DLBCL), where they may be associated with an adverse clinical outcome. The aim of this …

The shaping and functional consequences of the microRNA landscape in breast cancer

H Dvinge, A Git, S Gräf, M Salmon-Divon, C Curtis… - Nature, 2013 - nature.com
MicroRNAs (miRNAs) show differential expression across breast cancer subtypes, and have
both oncogenic and tumour-suppressive roles,,,,,. Here we report the miRNA expression …

[HTML][HTML] A modular master regulator landscape controls cancer transcriptional identity

EO Paull, A Aytes, SJ Jones, PS Subramaniam… - Cell, 2021 - cell.com
Despite considerable efforts, the mechanisms linking genomic alterations to the
transcriptional identity of cancer cells remain elusive. Integrative genomic analysis, using a …

The FOXO1 transcription factor instructs the germinal center dark zone program

D Dominguez-Sola, J Kung, AB Holmes, VA Wells… - Immunity, 2015 - cell.com
The pathways regulating formation of the germinal center (GC) dark zone (DZ) and light
zone (LZ) are unknown. In this study we show that FOXO1 transcription factor expression …