Multimodal data fusion for cancer biomarker discovery with deep learning

S Steyaert, M Pizurica, D Nagaraj… - Nature machine …, 2023 - nature.com
Technological advances have made it possible to study a patient from multiple angles with
high-dimensional, high-throughput multiscale biomedical data. In oncology, massive …

MYC and therapy resistance in cancer: risks and opportunities

G Donati, B Amati - Molecular oncology, 2022 - Wiley Online Library
The MYC transcription factor, encoded by the c‐MYC proto‐oncogene, is activated by
growth‐promoting signals, and is a key regulator of biosynthetic and metabolic pathways …

Transcriptomic profiles and 5-year results from the randomized CLL14 study of venetoclax plus obinutuzumab versus chlorambucil plus obinutuzumab in chronic …

O Al-Sawaf, C Zhang, HY Jin, S Robrecht… - Nature …, 2023 - nature.com
Data on long-term outcomes and biological drivers associated with depth of remission after
BCL2 inhibition by venetoclax in the treatment of chronic lymphocytic leukemia (CLL) are …

Impairing Tumor Metabolic Plasticity via a Stable Metal‐Phenolic‐Based Polymeric Nanomedicine to Suppress Colorectal Cancer

X Li, Z Duan, X Chen, D Pan, Q Luo, L Gu… - Advanced …, 2023 - Wiley Online Library
Targeting metabolic vulnerability of tumor cells is a promising anticancer strategy. However,
the therapeutic efficacy of existing metabolism‐regulating agents is often compromised due …

Negative feedback regulation of MAPK signaling is an important driver of chronic lymphocytic leukemia progression

V Ecker, L Brandmeier, M Stumpf, P Giansanti… - Cell reports, 2023 - cell.com
Despite available targeted treatments for the disease, drug-resistant chronic lymphocytic
leukemia (CLL) poses a clinical challenge. The objective of this study is to examine whether …

Chronic lymphocytic leukemia patient-derived xenografts recapitulate clonal evolution to Richter transformation

H Playa-Albinyana, F Arenas, R Royo, A Giró… - Leukemia, 2024 - nature.com
Chronic lymphocytic leukemia (CLL) is a B-cell neoplasm with a heterogeneous clinical
behavior. In 5–10% of patients the disease transforms into a diffuse large-B cell lymphoma …

Reactive oxygen species and metabolism in leukemia: a dangerous liaison

M Romo-González, C Ijurko… - Frontiers in …, 2022 - frontiersin.org
Reactive oxygen species (ROS), previously considered toxic by-products of aerobic
metabolism, are increasingly recognized as regulators of cellular signaling. Keeping ROS …

Drug‐microenvironment perturbations reveal resistance mechanisms and prognostic subgroups in CLL

PM Bruch, HAR Giles, C Kolb, SA Herbst… - Molecular Systems …, 2022 - embopress.org
The tumour microenvironment and genetic alterations collectively influence drug efficacy in
cancer, but current evidence is limited and systematic analyses are lacking. Using chronic …

Novel precision medicine approaches and treatment strategies in hematological malignancies

R Rosenquist, E Bernard, T Erkers… - Journal of Internal …, 2023 - Wiley Online Library
Genetic testing has been applied for decades in clinical routine diagnostics of hematological
malignancies to improve disease (sub) classification, prognostication, patient management …

MGA deletion leads to Richter's transformation by modulating mitochondrial OXPHOS

P Iyer, B Zhang, T Liu, M Jin, K Hart, J Zhang… - Science Translational …, 2024 - science.org
Richter's transformation (RT) is a progression of chronic lymphocytic leukemia (CLL) to
aggressive lymphoma. MGA (Max gene associated), a functional MYC suppressor, is …