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Background: Based on the severity and prognostic condition of respective cancers caused by them, papilloma viruses are classified into high, medium, and low risk groups using E6 and E7 viral proteins. Nowadays, different methods of modeling in clinical medicine are used for diagnosis of diseases and evaluation of their molecular characteristics. Among the new methods of modeling, fuzzy systems are of particular importance in various fields of science. The aim of this study was to use a new intelligent Adaptive Nero Fuzzy Inference System (ANFIS) for predicting human papilloma virus oncogenicity based on a number of biochemical properties of E7 protein. Materials and Methods: In this study, using ANFIS model, a new model was developed for predicting oncogenicity of papilloma virus isolated from patients. The process of training and testing was performed using a set of available published filed data and several statistical and graphical criteria. Accordingly, through provision of needed biochemical and biophysical data on E7 gens from the existing data, this model was developed. The results of this model were, then, validated by the authentic published data. Results: Based on the results, the developed model is capable of predicting papilloma virus oncogenicity efficiently. R2 and RMSE values in training stage were 0.99 and 101.18, respectively. In the testing stage, however, they stood at 0.94 and 173.8, respectively. Conclusion: Based on the findings, the use of ANFIS model significantly improves the accuracy of estimating virus oncogenicity phenomenon. The methodology presented in this study is a new approach in estimating viral oncogenicity and can successfully be combined with other mathematical models for model updating in real conditions.

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Background: TTV is the first human circoviridae that was isolated from Japanese patients with unknown hepatitis in 1997. Since then, several studies have been done on different aspects of TTV pathogenesis. The aim of this study is to determine the prevalence of TTV in patients with chronic hepatitis using two different primer sets. Materials and Methods: In this descriptive study, blood samples from 240 patients with chronic hepatitis C at Professor Alborzi Clinical Microbiology Research Center were assessed in terms of the presence of TTV DNA in plasma through the nested polymerase chain reaction using two primer sets. Results: Of the 240 patients, TTV-DNA was detected in 220 (92%) patients with chronic hepatitis C using 5΄-UTR primer and in 12 (5%) patients using N22 primer. According to the demographic data, there was not a significant difference between male female patients in prevalence of TTV infection. Conclusion: The prevalence of TTV DNA in plasma samples from patients with chronic HCV by using 5΄-UTR primer was high and it was congruent with studies done in other countries however, N22 primer showed a lower prevalence of viral DNA in the samples. Overall, there was not a significant correlation between sex and the presence of viral DNA in patients. Controversial or high prevalence of this virus in HCV infected people necessitate further studies for determining the relationship between HCV and TTV infection.

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Background: Polymerase chain reaction is the most common technique in the field of molecular biology that use for amplification of a specific nucleic acid sequence. Degenerate primers have ability to amplify related but distinct sequences. The aim of current study was to use, two sets of degenerate primers in combination with Hemi Nested PCR for detection V3-Loop sequence of envelope gene from wide spectrum of Human Immunodeficiency Virus (HIV) subtypes. Material and Methods: In this experimental study we designed and optimized, a degenerate primer pair in combination with Hemi Nested PCR, to detect HIV-1 V3 loop from Envelop gene that has wide variations among genotypes. The developed assay was used to check, 40 HIV infected, 10 negative controls as well as 5 samples from each HCV, HBV, HGV, and TTV were analyzed using developed method. Results: after optimization, 35 out of 40 positive controls were positive using our test. None of the negative human and viral control samples showed specific band. Also, in positive samples, non-specific bands were not detected. Conclusion: In this study moreover than standard PCR, we used two degenerate primers that could detect specific region of genome. In fact, first round of PCR product act as a template for second round inner primers and can produce smaller sequence with high sensitivity due to degeneracy. Based on the current investigation, the developed assay had advantages including product confirmation and hence more sensitivity.