Data Mining for DNA Viruses with Breast Cancer and its Limitation
نویسنده
چکیده
Breast cancer is very common worldwide, with 800,000 new cases diagnosed each year [Parkin et al,1999]. Among Taiwanese women, breast cancer is the second most common form of cancer (Cancer Registry Annual Report in Taiwan, 1998-2002) and the fourth leading cause of cancer-related death (Public Health Annual Report in Taiwan, 2002). The risk factors for development of breast cancer in Taiwan, a low incidence area, are similar to those in a moderate-to-high risk area [Yang et al,1997]. Although there are recognized factors that increase the risk of breast cancer, its causes are still unknown and thus there is no way of preventing it. This paper explores the possibility that viruses play a role in development of breast tumors. DNA viruses have been recognized as oncogenic in humans: Examples include EBV, which is associated with Burkitt lymphoma and nasopharyngeal carcinoma, HPV, which is associated with cervical cancer, and hepatitis B virus, which is associated with hepatocellular cancer. Viral DNA sequences have been found in breast tumors [Tsai et al,2005, ue et al,2003. Fina et al,2001. Labecque et al,1995. Horiuchi et al,1994. Kleer et al,2002], but it is not certain that the presence of the virus is related to development of breast tumors because similar sequences have been found in normal mammary tissue Tsai et al,2005. Pogo et al,1997]. Breast cancer is a multistep disease, and infection with a DNA virus could play a role in one or more of the steps in this pathogenic process [Labecque et al,1995]. In addition, it has been hypothesized that familial breast cancer and sporadic breast cancer are caused by different mechanisms. More recently, the differences between familial and sporadic breast cancers have be shown to be compatible with Knudson’s ‘two hit’ hypothesis [Knudson,1971. Richardson,1997],which suggests that at least two mutations are required before a cell becomes malignant. The reason thatwomen with familial predisposition to breast cancer are likely to develop it at a younger age and are also morelikely to develop bilateral disease is because they have inherited one of the two genetic defects (such as mutation of p53) that are required for breast cancer. These women require only one ‘hit’ to get breast cancer, whereas women with non-familial breast cancer start with no major mutations and thus need two‘hit’ Thisobservation is consistent with the hypothesis that breast cancer is caused in part by a virus. One of the ‘hit’required for development of breast cancer may be infection with a O pe n A cc es s D at ab as e w w w .in te ch w eb .o rg
منابع مشابه
Study on the association of Epstein - Barr virus with breast cancer in Khorramabad breast cancer patients, Iran
Background: Breast cancer is one of the most common malignancies in the world, and early diagnosis of this cancer is a key factor in its treatment. This cancer is a multi-stage disease, in which viruses can play a role. EBV is known as an important factor in the development of some human cancers. Therefore, this study was conducted to determine the relationship between Epstein-Barr virus, EBV, ...
متن کاملThe relationship between Human Papillomavirus and Epstein-Barr virus infections with breast cancer of Iranian patients
Background: Breast cancer is the malignancy in humans and other mammals. Several risk factors are involved in their appearance such as higher hormone levels and obesity. Identification of a mouse mammary tumor virus supports a viral etiology for breast tumors in animals. Viruses have been implicated in the development of various cancers, but viral induction for formation breast cancer is contro...
متن کاملDetection of Breast Cancer Progress Using Adaptive Nero Fuzzy Inference System and Data Mining Techniques
Prediction, diagnosis, recovery and recurrence of the breast cancer among the patients are always one of the most important challenges for explorers and scientists. Nowadays by using of the bioinformatics sciences, these challenges can be eliminated by using of the previous information of patients records. In this paper has been used adaptive nero fuzzy inference system and data mining techniqu...
متن کاملPresence of Human Papillomavirus -16 and -18 Among Women with Breast Cancer in Isfahan Province
Background: Various studies proposed virus infection is to be a possible cause of human breast cancer. However, the data argue the association between virus and cancer are inconsistent. This study was conducted to detect whether HPV-DNA is present in tissue samples of breast cancer in Isfahan province. Materials and Methods: Paraffin embedded formalin fixed specimens were prepared from 40 brea...
متن کاملA Probabilistic Bayesian Classifier Approach for Breast Cancer Diagnosis and Prognosis
Basically, medical diagnosis problems are the most effective component of treatment policies. Recently, significant advances have been formed in medical diagnosis fields using data mining techniques. Data mining or Knowledge Discovery is searching large databases to discover patterns and evaluate the probability of next occurrences. In this paper, Bayesian Classifier is used as a Non-linear dat...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2008