Biomarker discovery studies for patient stratification using machine learning analysis of omics data: a scoping review

E Glaab, A Rauschenberger, R Banzi, C Gerardi… - BMJ open, 2021 - bmjopen.bmj.com
Objective To review biomarker discovery studies using omics data for patient stratification
which led to clinically validated FDA-cleared tests or laboratory developed tests, in order to …

Clinical multi-omics strategies for the effective cancer management

BC Yoo, KH Kim, SM Woo, JK Myung - Journal of proteomics, 2018 - Elsevier
Cancer is a global health issue as a multi-factorial complex disease, and early detection and
novel therapeutic strategies are required for more effective cancer management. With the …

External validation of an MRI-derived radiomics model to predict biochemical recurrence after surgery for high-risk prostate cancer

V Bourbonne, G Fournier, M Vallières, F Lucia… - Cancers, 2020 - mdpi.com
Adjuvant radiotherapy after prostatectomy was recently challenged by early salvage
radiotherapy, which highlighted the need for biomarkers to improve risk stratification …

The kinesin KIF20A promotes progression to castration-resistant prostate cancer through autocrine activation of the androgen receptor

VA Copello, KL Burnstein - Oncogene, 2022 - nature.com
Prostate cancer that recurs following androgen-deprivation therapy is termed castration-
resistant, which is incurable and is marked by reactivation of androgen receptor (AR) …

The role of PSMA PET/CT and PET/MRI in the initial staging of prostate cancer

V Murthy, I Sonni, N Jariwala, R Juarez, RE Reiter… - European Urology …, 2021 - Elsevier
Abstract Context Prostate cancer (PCa) is the most common solid organ malignancy in men
and is the third leading cause of cancer death. Accurate methods for the detection and …

Gene expression signatures of neuroendocrine prostate cancer and primary small cell prostatic carcinoma

HK Tsai, J Lehrer, M Alshalalfa, N Erho, E Davicioni… - BMC cancer, 2017 - Springer
Background Neuroendocrine prostate cancer (NEPC) may be rising in prevalence as
patients with advanced prostate cancer potentially develop resistance to contemporary anti …

MRI-derived radiomics to guide post-operative management for high-risk prostate cancer

V Bourbonne, M Vallières, F Lucia, L Doucet… - Frontiers in …, 2019 - frontiersin.org
Purpose: Prostatectomy is one of the main therapeutic options for prostate cancer (PCa).
Studies proved the benefit of adjuvant radiotherapy (aRT) on clinical outcomes, with more …

Development of a radiomic-based model predicting lymph node involvement in prostate cancer patients

V Bourbonne, V Jaouen, TA Nguyen, V Tissot… - Cancers, 2021 - mdpi.com
Simple Summary In patients with prostate cancer, lymph node involvement is a risk factor of
relapse. Current guidelines recommend extended lymph node dissection to better stage the …

[HTML][HTML] Genes involved in prostate cancer progression determine MRI visibility

P Li, S You, C Nguyen, Y Wang, J Kim, D Sirohi… - Theranostics, 2018 - ncbi.nlm.nih.gov
MRI is used to image prostate cancer and target tumors for biopsy or therapeutic ablation.
The objective was to understand the biology of tumors not visible on MRI that may go …

[HTML][HTML] Genetic landscape of prostate cancer conspicuity on multiparametric magnetic resonance imaging: a systematic review and bioinformatic analysis

JM Norris, BS Simpson, MA Parry, C Allen… - European Urology Open …, 2020 - Elsevier
Context Multiparametric magnetic resonance imaging (mpMRI) detects most, but not all,
clinically significant prostate cancer. The genetic basis of prostate cancer visibility and …