TY - GEN
T1 - Towards Prediction of HCV Therapy efficiency
AU - Wasik, Szymon
AU - Paulina, Jackowiak
AU - Krawczyk, Jacek
AU - Kedziora, Pawel
AU - Formanowicz, Piotr
AU - Figlerowicz, Marek
AU - Blazewicz, Jacek
PY - 2010/6/1
Y1 - 2010/6/1
N2 - We investigate a correlation between genetic diversity of hepatitis C virus population and the level of viral RNA accumulation in patient blood. Genetic diversity is defined as the mean Hamming distance between all pairs of virus RNA sequences representing the population. We have found that a low Hamming distance (i.e. low genetic diversity) correlates with a high RNA level; symmetrically, high diversity corresponds to a low RNA level. We contend that the obtained correlation strength justifies the use of the viral RNA level as a measure enabling prediction of efficiency of an established therapy. We also propose that patient qualification for therapy, based on viral RNA level, improves its efficiency.
AB - We investigate a correlation between genetic diversity of hepatitis C virus population and the level of viral RNA accumulation in patient blood. Genetic diversity is defined as the mean Hamming distance between all pairs of virus RNA sequences representing the population. We have found that a low Hamming distance (i.e. low genetic diversity) correlates with a high RNA level; symmetrically, high diversity corresponds to a low RNA level. We contend that the obtained correlation strength justifies the use of the viral RNA level as a measure enabling prediction of efficiency of an established therapy. We also propose that patient qualification for therapy, based on viral RNA level, improves its efficiency.
KW - Genetic diversity
KW - HCV
KW - RNA levels
KW - Therapeutic efficiency
KW - Transition probabilities
UR - http://www.scopus.com/inward/record.url?scp=77952514797&partnerID=8YFLogxK
U2 - 10.1080/17486700903170712
DO - 10.1080/17486700903170712
M3 - Article
VL - 11
SP - 185
EP - 199
JO - Computational and Mathematical Methods in Medicine
JF - Computational and Mathematical Methods in Medicine
SN - 1748-670X
ER -