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View article: Integrative analysis of mRNA stability regulation uncovers a metastasis-suppressive program in breast cancer
Integrative analysis of mRNA stability regulation uncovers a metastasis-suppressive program in breast cancer Open
Heterogeneity in cancer gene expression is typically linked to genetic and epigenetic alterations, yet post-transcriptional regulation likely influences these patterns as well. However, the quantitative contribution of post-transcriptional…
View article: Discovery of a tRNA-regulatory transcription factor that suppresses breast cancer metastasis
Discovery of a tRNA-regulatory transcription factor that suppresses breast cancer metastasis Open
Transfer RNAs (tRNAs), once viewed as static adaptors in translation, are now recognized as dynamic regulators of gene expression. While recent studies have illuminated roles for tRNA stability, the upstream mechanisms governing tRNA trans…
View article: Decoy-seq unlocks scalable genetic screening for regulatory small noncoding RNAs
Decoy-seq unlocks scalable genetic screening for regulatory small noncoding RNAs Open
Small noncoding RNAs (smRNAs) play critical roles in regulating various cellular processes, including development, stress response, and disease pathogenesis. However, functional characterization of smRNAs remains limited by the scale and s…
View article: A multiomics approach reveals RNA dynamics promote cellular sensitivity to DNA hypomethylation
A multiomics approach reveals RNA dynamics promote cellular sensitivity to DNA hypomethylation Open
View article: Author Correction: Systematic identification of post-transcriptional regulatory modules
Author Correction: Systematic identification of post-transcriptional regulatory modules Open
View article: Systematic identification of post-transcriptional regulatory modules
Systematic identification of post-transcriptional regulatory modules Open
In our cells, a limited number of RNA binding proteins (RBPs) are responsible for all aspects of RNA metabolism across the entire transcriptome. To accomplish this, RBPs form regulatory units that act on specific target regulons. However, …
View article: Integrative identification of non-coding regulatory regions driving metastatic prostate cancer
Integrative identification of non-coding regulatory regions driving metastatic prostate cancer Open
Large-scale sequencing efforts have been undertaken to understand the mutational landscape of the coding genome. However, the vast majority of variants occur within non-coding genomic regions. We designed an integrative computational and e…
View article: A systematic search for RNA structural switches across the human transcriptome
A systematic search for RNA structural switches across the human transcriptome Open
View article: Accurate isoform quantification by joint short- and long-read RNA-sequencing
Accurate isoform quantification by joint short- and long-read RNA-sequencing Open
Accurate quantification of transcript isoforms is crucial for understanding gene regulation, functional diversity, and cellular behavior. Existing RNA sequencing methods have significant limitations: short-read (SR) sequencing provides hig…
View article: Post-transcriptional gene regulation: From mechanisms to RNA chemistry and therapeutics
Post-transcriptional gene regulation: From mechanisms to RNA chemistry and therapeutics Open
View article: Systematic annotation of orphan RNAs reveals blood-accessible molecular barcodes of cancer identity and cancer-emergent oncogenic drivers
Systematic annotation of orphan RNAs reveals blood-accessible molecular barcodes of cancer identity and cancer-emergent oncogenic drivers Open
From extrachromosomal DNA to neo-peptides, the broad reprogramming of the cancer genome leads to the emergence of molecules that are specific to the cancer state. We recently described orphan non-coding RNAs (oncRNAs) as a class of cancer-…
View article: Revealing the grammar of small RNA secretion using interpretable machine learning
Revealing the grammar of small RNA secretion using interpretable machine learning Open
View article: Translational adaptation in breast cancer metastasis and emerging therapeutic opportunities
Translational adaptation in breast cancer metastasis and emerging therapeutic opportunities Open
View article: A bi-steric mTORC1-selective inhibitor overcomes drug resistance in breast cancer
A bi-steric mTORC1-selective inhibitor overcomes drug resistance in breast cancer Open
Activation of the PI3K-mTOR pathway is central to breast cancer pathogenesis including resistance to many targeted therapies. The mTOR kinase forms two distinct complexes, mTORC1 and mTORC2, and understanding which is required for the surv…
View article: A sense-antisense RNA interaction promotes breast cancer metastasis via regulation of NQO1 expression
A sense-antisense RNA interaction promotes breast cancer metastasis via regulation of NQO1 expression Open
View article: An mRNA processing pathway suppresses metastasis by governing translational control from the nucleus
An mRNA processing pathway suppresses metastasis by governing translational control from the nucleus Open
Cancer cells often co-opt post-transcriptional regulatory mechanisms to achieve pathologic expression of gene networks that drive metastasis. Translational control is a major regulatory hub in oncogenesis; however, its effects on cancer pr…
View article: Integrative identification of non-coding regulatory regions driving metastatic prostate cancer
Integrative identification of non-coding regulatory regions driving metastatic prostate cancer Open
Large-scale sequencing efforts of thousands of tumor samples have been undertaken to understand the mutational landscape of the coding genome. However, the vast majority of germline and somatic variants occur within non-coding portions of …
View article: Revealing the Grammar of Small RNA Secretion Using Interpretable Machine Learning
Revealing the Grammar of Small RNA Secretion Using Interpretable Machine Learning Open
Small non-coding RNAs can be secreted through a variety of mechanisms, including exosomal sorting, in small extracellular vesicles, and within lipoprotein complexes 1,2 . However, the mechanisms that govern their sorting and secretion are …
View article: Table S2 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Table S2 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
CoIP-MS and TMT-MS/MS data
View article: Figure S5 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Figure S5 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
Supplementary Figure 5
View article: Figure S6 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Figure S6 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
Supplementary Figure 6
View article: Figure S4 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Figure S4 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
Supplementary Figure 4
View article: Supplementary Material 2 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Supplementary Material 2 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
The description of benchmarking PRADA
View article: Figure S2 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Figure S2 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
Supplementary Figure 2
View article: Figure S3 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Figure S3 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
Supplementary Figure 3
View article: Figure S4 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Figure S4 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
Supplementary Figure 4
View article: Supplementary Material 1 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Supplementary Material 1 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
The schematics of the data flow used for analysis
View article: Supplementary Material 2 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Supplementary Material 2 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
The description of benchmarking PRADA
View article: Figure S1 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Figure S1 from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
Supplementary Figure 1
View article: Data from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon
Data from RBMS1 Suppresses Colon Cancer Metastasis through Targeted Stabilization of Its mRNA Regulon Open
Identifying master regulators that drive pathologic gene expression is a key challenge in precision oncology. Here, we have developed an analytic framework, named PRADA, that identifies oncogenic RNA-binding proteins through the systematic…