Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction

G Pio, P Mignone, G Magazzù, G Zampieri… - …, 2022 - academic.oup.com
Motivation Gene regulation is responsible for controlling numerous physiological functions
and dynamically responding to environmental fluctuations. Reconstructing the human …

Terbinafine prevents colorectal cancer growth by inducing dNTP starvation and reducing immune suppression

LP Hu, W Huang, X Wang, C Xu, WT Qin, D Li, G Tian… - Molecular Therapy, 2022 - cell.com
Existing evidence indicates that gut fungal dysbiosis might play a key role in the
pathogenesis of colorectal cancer (CRC). We sought to explore whether reversing the fungal …

Targeting epigenetic modulation of cholesterol synthesis as a therapeutic strategy for head and neck squamous cell carcinoma

X Xu, J Chen, Y Li, X Yang, Q Wang, Y Wen… - Cell death & …, 2021 - nature.com
The histone methyltransferase EZH2 silences gene expression via H3 lysine 27
trimethylation and has been recognized as an important antitumour therapeutic target …

Development and validation of a metabolic gene signature for predicting overall survival in patients with colon cancer

J Ren, J Feng, W Song, C Wang, Y Ge, T Fu - Clinical and Experimental …, 2020 - Springer
The reprogramming of cellular metabolism is a hallmark of tumorigenesis. However, the
prognostic value of metabolism-related genes in colon cancer remains unclear. This study …

Hydralazine and enzalutamide: synergistic partners against prostate cancer

N Lopes, MB Pacheco, D Soares-Fernandes… - Biomedicines, 2021 - mdpi.com
Advanced prostate cancers frequently develop resistance to androgen-deprivation therapy
with serious implications for patient survival. Considering their importance in this type of …

Combining multi‐dimensional data to identify a key signature (gene and miRNA) of cisplatin‐resistant gastric cancer

D Zhou, X Li, H Zhao, B Sun, A Liu… - Journal of cellular …, 2018 - Wiley Online Library
Gastric cancer (GC) is one of the most lethal malignant tumors; the resistance of this type of
tumor is the main source of GC treatment failure. In this study, we used bioinformatics …

Use of terbinafine and risk of death in patients with prostate cancer: A population‐based cohort study

J Ji, J Sundquist, K Sundquist - International Journal of Cancer, 2019 - Wiley Online Library
Terbinafine is used for the treatment of several superficial fungal infections. In silico
analyses and animal models suggest that terbinafine might have an anti‐tumor effect. We …

[HTML][HTML] Molecular characterization of breast cancer cell response to metabolic drugs

L Trilla-Fuertes, A Gámez-Pozo, JM Arevalillo… - Oncotarget, 2018 - ncbi.nlm.nih.gov
Metabolic reprogramming is a hallmark of cancer. It has been described that breast cancer
subtypes present metabolism differences and this fact enables the possibility of using …

SLC6A8 knockdown suppresses the invasion and migration of human hepatocellular carcinoma Huh-7 and Hep3B cells

L Yuan, XJ Wu, WC Li, C Zhuo, ZM Xu… - … in Cancer Research …, 2020 - journals.sagepub.com
Liver cancer is considered the sixth most commonly diagnosed cancer and the fourth
leading cause of cancer-related deaths worldwide. Currently, there is no specific and …

[PDF][PDF] Exploration of machine learning approaches with genome-scale metabolic model-generated fluxes

G Magazzu - 2023 - research.tees.ac.uk
Biology, from the ancient Greek,“study of life”, is the most fascinating yet complex of all
sciences. Its understanding is paramount in solving many current problems we face in our …