Integration Analysis of Three Omics Data Using Penalized Regression Methods: An Application to Bladder Cancer

S Pineda, FX Real, M Kogevinas, A Carrato… - PLoS …, 2015 - journals.plos.org
Omics data integration is becoming necessary to investigate the genomic mechanisms
involved in complex diseases. During the integration process, many challenges arise such …

PLS-based and regularization-based methods for the selection of relevant variables in non-targeted metabolomics data

R Bujak, E Daghir-Wojtkowiak, R Kaliszan… - Frontiers in molecular …, 2016 - frontiersin.org
Non-targeted metabolomics constitutes a part of the systems biology and aims at
determining numerous metabolites in complex biological samples. Datasets obtained in the …

Research progress on bladder cancer molecular genetics

Z Kang, Y Li, Y Yu, Z Guo - Journal of cancer research and …, 2014 - journals.lww.com
Bladder cancer is a common malignant urinary tumor with a high rate of recurrence and
quick progression, which threats human health. With the research on bladder cancer …

Genetic susceptibility of bladder cancer in the Lebanese population

HR Kourie, B Succar, E Chouery, C Mehawej… - BMC Medical …, 2022 - Springer
Background Bladder cancer (BC) is the 10th most frequent tumor worldwide. Evidence
shows an association between elevated risk of BC and various single nucleotide …

Metabolomic signature of early vascular aging (EVA) in hypertension

K Polonis, R Wawrzyniak… - Frontiers in Molecular …, 2020 - frontiersin.org
Arterial stiffening is a hallmark of early vascular aging (EVA) syndrome and an independent
predictor of cardiovascular morbidity and mortality. In this case-control study we sought to …

Competing risks data analysis with high-dimensional covariates: an application in bladder cancer

L Tapak, M Saidijam, M Sadeghifar… - Genomics …, 2015 - academic.oup.com
Abstract Analysis of microarray data is associated with the methodological problems of high
dimension and small sample size. Various methods have been used for variable selection in …

[HTML][HTML] A systems approach identifies time-dependent associations of multimorbidities with pancreatic cancer risk

P Gomez-Rubio, V Rosato, M Marquez, C Bosetti… - Annals of …, 2017 - Elsevier
Background Pancreatic ductal adenocarcinoma (PDAC) is usually diagnosed in late
adulthood; therefore, many patients suffer or have suffered from other diseases. Identifying …

[HTML][HTML] TP53 codon 72 Polymorphism and bladder cancer risk: a meta-analysis and emphasis on the role of tumor or smoking status

L Zhang, Y Wang, Z Qin, R Li, R Cong, C Ji… - Journal of …, 2018 - ncbi.nlm.nih.gov
Background: Various studies had explored the relationship between TP53 codon 72
polymorphisms and the risk of bladder cancer (BC). However, their results remained …

Potential Involvement of NSD1, KRT24 and ACACA in the Genetic Predisposition to Colorectal Cancer

I Quintana, P Mur, M Terradas, S García-Mulero, G Aiza… - Cancers, 2022 - mdpi.com
Simple Summary Methods used for the identification of hereditary cancer genes have
evolved in parallel to technological progress; however, much of the genetic predisposition to …

Truncating mutations of TP53AIP1 gene predispose to cutaneous melanoma

M Benfodda, S Gazal, V Descamps… - Genes …, 2018 - Wiley Online Library
Genetic predisposition to cutaneous malignant melanoma (CMM) involves highly penetrant
predisposing genes and low and intermediate penetrant predisposing alleles. However, the …