Pathogenesis of triple-negative breast cancer

F Derakhshan, JS Reis-Filho - Annual Review of Pathology …, 2022 - annualreviews.org
Triple-negative breast cancer (TNBC) encompasses a heterogeneous group of
fundamentally different diseases with different histologic, genomic, and immunologic …

Targeting the Hippo pathway in cancer, fibrosis, wound healing and regenerative medicine

A Dey, X Varelas, KL Guan - Nature reviews Drug discovery, 2020 - nature.com
The Hippo pathway is an evolutionarily conserved signalling pathway with key roles in
organ development, epithelial homeostasis, tissue regeneration, wound healing and …

LncRNA‐mediated posttranslational modifications and reprogramming of energy metabolism in cancer

YT Tan, JF Lin, T Li, JJ Li, RH Xu… - Cancer …, 2021 - Wiley Online Library
Altered metabolism is a hallmark of cancer, and the reprogramming of energy metabolism
has historically been considered a general phenomenon of tumors. It is well recognized that …

Single-cell dissection of cellular and molecular features underlying human cervical squamous cell carcinoma initiation and progression

C Liu, M Zhang, X Yan, Y Ni, Y Gong, C Wang… - Science …, 2023 - science.org
Cervical squamous cell carcinoma (CESC) is a prototypical human cancer with well-
characterized pathological stages of initiation and progression. However, high-resolution …

Pan-cancer image-based detection of clinically actionable genetic alterations

JN Kather, LR Heij, HI Grabsch, C Loeffler, A Echle… - Nature cancer, 2020 - nature.com
Molecular alterations in cancer can cause phenotypic changes in tumor cells and their
microenvironment. Routine histopathology tissue slides, which are ubiquitously available …

[HTML][HTML] A human breast cancer-derived xenograft and organoid platform for drug discovery and precision oncology

KP Guillen, M Fujita, AJ Butterfield, SD Scherer… - Nature cancer, 2022 - nature.com
Abstract Models that recapitulate the complexity of human tumors are urgently needed to
develop more effective cancer therapies. We report a bank of human patient-derived …

[PDF][PDF] Understanding global feature contributions with additive importance measures

I Covert, SM Lundberg, SI Lee - Advances in Neural …, 2020 - proceedings.neurips.cc
Understanding the inner workings of complex machine learning models is a long-standing
problem and most recent research has focused on local interpretability. To assess the role of …

Explaining by removing: A unified framework for model explanation

I Covert, S Lundberg, SI Lee - Journal of Machine Learning Research, 2021 - jmlr.org
Researchers have proposed a wide variety of model explanation approaches, but it remains
unclear how most methods are related or when one method is preferable to another. We …

[PDF][PDF] Cell-of-origin patterns dominate the molecular classification of 10,000 tumors from 33 types of cancer

KA Hoadley, C Yau, T Hinoue, DM Wolf, AJ Lazar… - Cell, 2018 - cell.com
We conducted comprehensive integrative molecular analyses of the complete set of tumors
in The Cancer Genome Atlas (TCGA), consisting of approximately 10,000 specimens and …

[HTML][HTML] Pan-cancer characterization of immune-related lncRNAs identifies potential oncogenic biomarkers

Y Li, T Jiang, W Zhou, J Li, X Li, Q Wang, X Jin… - Nature …, 2020 - nature.com
Long noncoding RNAs (lncRNAs) are emerging as critical regulators of gene expression
and they play fundamental roles in immune regulation. Here we introduce an integrated …