scholarly journals PERSONALIZED CALCULATOR FOR PREDICTION OF OPIOID-ASSOCIATED PHARMACORESISTANCE IN PATIENTS WITH PANCREASE CANCER

2020 ◽  
Vol 10 (4) ◽  
pp. 20-22
Author(s):  
Olga Bobrova ◽  
Sergey Zyryanov ◽  
Natalia Shnayder ◽  
Marina Petrova

We studied the complex effect of genetic and non-genetic factors on the formation of opioid-associated resistance using machine learning methods in patients with chronic pain syndrome against the background of pancreatic cancer. Fifty-seven factors for predicting the realization of pharmacoresistance were studied in all examined Caucasian patients. The most significant predictive factors were determined and a software-analytical complex "Algorithm for assessing the significance of clinical and pathogenetic factors for predicting the safety of opioid therapy" was developed.

2020 ◽  
Vol 1 (10) ◽  
pp. 45-51
Author(s):  
O. P. Bobrova ◽  
N. A. Schneider ◽  
M. M. Petrova ◽  
D. V. Dmitrenko ◽  
S. K. Zyryanov ◽  
...  

Aim. To study the influence of clinical and pathogenetic factors in patients with pancreatic cancer on the efficacy and safety of analgesic therapy of chronic pain syndrome.Materials and methods. Clinical features of formation of chronic pain syndrome predetermining the efficacy and safety of analgesic therapy were studied in 82 patients with pancreatic cancer.Results. The efficacy and safety of opioids in the comparison groups of morphine sulfate, fentanyl TTC and oxycodone / naloxone in patients with pancreatic cancer was shown.


2020 ◽  
Vol 9 (4) ◽  
Author(s):  
Olga P. Bobrova ◽  
Sergei K. Zyryanov ◽  
Natalya A. Shnayder ◽  
Marina M. Petrova

Background — Obligatory use of strong opioids for treating chronic pain syndrome in patients with pancreatic cancer provides the implementation of opioid-associated adverse reactions. Genetic and non-genetic risk factors are predictive of the opioid therapy safety. Contemporary methods of information analysis allow using prognostic risk models for practical application. Objective — Identification of significant risk factors for the development of opioid-associated adverse drug reactions in patients with chronic pain syndrome against the background of pancreatic cancer. Material and Methods — The study included 90 patients with chronic pain against the background of pancreatic cancer, randomized at a ratio of 1: 1. Group 1 received morphine sulfate (MS), group 2 received fentanyl transdermal therapeutic system (FTTS) with standard adjuvant therapy (ketoprofen, diazepam, amitriptyline). To assess pain level, the 10-point Digital Rating Scale, the Visual Analogue Scale and the pain questionnaires were used. The assessment of the treatment safety was conducted by the Naranjo Scale. Assessment of prognostic genetic and non-genetic factors was carried out using ROC analysis with calculation of AUC (the area under the ROC-curve). Results — Prognostic models of good quality were determined with the optimal ratio of sensitivity and specificity for the influence of genetic and non-genetic risk factors on the development of opioid-associated adverse drug reactions (OA-ADRs) in comparison groups. Various prognostic factors, complementing each other, were identified in the comparison groups. Conclusion — The following OA-ADRs predicting factors were identified: for FTTS-associated nausea and vomiting – age and carriage of rs7438135 AG genotype of UGT2B7 gene; for local reactions – the sum of points on the ESAS scale and carriage of rs7438135 AA genotype of UGT2B7 gene; for difficulty urinating – the level of glomerular filtration rate; for neurotoxicity – the level of AST and bilirubin, and the carriage of rs1128503 GG genotype of ABCB1 gene; for pruritus – carriage of rs1045642642 AA genotype of ABCB1 gene. The prognostic factors for the implementation of MS-associated neurotoxicity were age and comorbidity; for dry mouth was predicted best from the sum of points on the MMCE scale; weakness was predicted by the carriage of rs7668258 TT genotype of UGT2B7 gene.


2020 ◽  
Vol 10 (4) ◽  
pp. 83-85
Author(s):  
Olga Bobrova ◽  
Sergey Zyryanov ◽  
Natalia Shnayder ◽  
Marina Petrova

PERSONALIZED CHOICE OF OPIOID THERAPY IN A PATIENT WITH CHRONIC PAIN SYNDROME ON THE BACKGROUND OF PANCREAS CANCER: CLINICAL CASE REPORT


2016 ◽  
Vol 5 (4) ◽  
pp. 77
Author(s):  
A. M. Zaitsev ◽  
G. R. Abuzarova ◽  
M. I. Kurzhupov ◽  
R. R. Sarmanaeva ◽  
E. A. Potapova ◽  
...  

2018 ◽  
Vol 23 (2) ◽  
pp. 107-112
Author(s):  
Olga P. Bobrova ◽  
N. A Shnayder ◽  
Yu. A Dykhno ◽  
M. M Petrova

The role of mechanisms of the onset of opioid-induced hyperalgesia in patients with chronic pain syndrome of oncological genesis is highlighted according to the review of results of the search for Russian and English articles in the scientific bases of PubMed, Scopus, Web of Science, eLibrary. The importance of genetic factors predetermining the development of opioid-induced hyperalgesia is shown. The key role of pharmacological preparations for relief of chronic pain in the conditions of opioid-induced hyperalgesia is presented.


2019 ◽  
Vol 8 (2) ◽  
pp. e0205
Author(s):  
Olga P. Bobrova ◽  
Natalia A. Shnayder ◽  
Yuri A. Dykhno ◽  
Sergei K. Zyryanov ◽  
Marina M. Petrova

Author(s):  
O. P. Bobrova ◽  
S. K. Zyryanov ◽  
N. A. Shnayder ◽  
M. M. Petrova

Objective: to evaluate the clinical and economic feasibility of opioid therapy based on the analysis of its cost and effectiveness in patients with chronic pain syndrome in pancreatic cancer.Material and methods. An observational prospective study in parallel groups of patients with chronic pain syndrome associated with pancreatic cancer was carried out. The analysis of cost minimization and cost-effectiveness was applied, as well as pharmacoeconomic modeling, which included the construction of a decision tree in patients receiving morphine sulfate (n=45) and fentanyl TTS (n=45) for pain relief. The sensitivity of the obtained data was assessed using one-way analysis.Results. It was shown that the treatment of chronic pain syndrome in patients with pancreatic cancer with opioid analgesics as part of combined treatment is the least expensive in the morphine sulfate group (incremental cost-effectiveness ratio 144.93). Based on the results of modeling, the prognostic factors of influence on the cost of analgesic therapy were determined: the cost of combined analgesic therapy, the cost of treatment of adverse reactions, and the cost-effectiveness ratio.Conclusion. Analgesic therapy of chronic pain syndrome with morphine sulfate in patients with pancreatic cancer is pharmacoeconomically feasible.


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