scholarly journals Personalized Medicine: Harnessing an Artificial Intelligence Platform to Dynamically Individualize Combination Therapy for Treating Colorectal Carcinoma in a Rat Model (Adv. Therap. 4/2020)

2020 ◽  
Vol 3 (4) ◽  
pp. 2070008
Author(s):  
Xianting Ding ◽  
Vincent H. S. Chang ◽  
Yulong Li ◽  
Xin Li ◽  
Hongquan Xu ◽  
...  
2019 ◽  
Vol 3 (4) ◽  
pp. 1900127 ◽  
Author(s):  
Xianting Ding ◽  
Vincent H. S. Chang ◽  
Yulong Li ◽  
Xin Li ◽  
Hongquan Xu ◽  
...  

2020 ◽  
Vol 27 ◽  
Author(s):  
Giulia De Riso ◽  
Sergio Cocozza

: Epigenetics is a field of biological sciences focused on the study of reversible, heritable changes in gene function not due to modifications of the genomic sequence. These changes are the result of a complex cross-talk between several molecular mechanisms, that is in turn orchestrated by genetic and environmental factors. The epigenetic profile captures the unique regulatory landscape and the exposure to environmental stimuli of an individual. It thus constitutes a valuable reservoir of information for personalized medicine, which is aimed at customizing health-care interventions based on the unique characteristics of each individual. Nowadays, the complex milieu of epigenomic marks can be studied at the genome-wide level thanks to massive, highthroughput technologies. This new experimental approach is opening up new and interesting knowledge perspectives. However, the analysis of these complex omic data requires to face important analytic issues. Artificial Intelligence, and in particular Machine Learning, are emerging as powerful resources to decipher epigenomic data. In this review, we will first describe the most used ML approaches in epigenomics. We then will recapitulate some of the recent applications of ML to epigenomic analysis. Finally, we will provide some examples of how the ML approach to epigenetic data can be useful for personalized medicine.


1988 ◽  
Vol 38 (4) ◽  
pp. 283-284 ◽  
Author(s):  
John A. Nesbitt ◽  
Jeffery Smith ◽  
Gladstone McDowell ◽  
Joseph R. Drago

2001 ◽  
Vol 4 (1) ◽  
pp. 29-35 ◽  
Author(s):  
David J. Maron ◽  
Hiroomi Tada ◽  
A.David Moscioni ◽  
John Tazelaar ◽  
Douglas L. Fraker ◽  
...  

Pteridines ◽  
2012 ◽  
Vol 23 (1) ◽  
pp. 8-13
Author(s):  
Bohuslav Melichar ◽  
Radomír Hyšpler ◽  
Hana Kalábová ◽  
Petra Holecková ◽  
Hana Študentová

Abstract New spectrum of side effects has emerged with the introduction of targeted therapies, including changes in parameters determining cardiovascular risk. Among other laboratory parameters, hyperuricemia and elevated Creactive protein (CRP) are associated with increased risk of cardiovascular disease. The aim of the present study was to investigate the changes of serum uric acid and CRP during the therapy with cetuximab, combined with 5- fluorouracil and high-dose folinic acid, in patients with metastatic colorectal carcinoma and the association of these changes with the outcome of the therapy. CRP and uric acid were determined using particle-enhanced immunoturbidimetric assay and uricase method, respectively. Measurements before and during the treatment were compared by Wilcoxon signed rank test, and comparison between survivors and non-survivors was performed by Mann-Whitney U test. Compared to baseline (pre-treatment) concentrations, serum uric acid was decreased significantly throughout the course of the combination treatment with irinotecan, 5-fluorouracil, highdose folinic acid and cetuximab. The decrease was evident early in the course of treatment. Serum CRP was also decreased significantly throughout the most of the course of therapy. The significant decrease of serum uric acid and CRP was evident already one week after the start of treatment. Serum CRP was significantly lower in patients who survived 12 months, but no difference of uric acid concentrations between survivors and non-survivors was found. A marked decrease of serum uric acid was observed during the combination therapy. High CRP was associated with poor prognosis, but no association between uric acid and prognosis was noted.


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