COMPARATIVE ANALYSIS ON SEVEN BLOOD BIOMARKERS TO DIAGNOSE COLORECTAL CANCER
Abstract
Cancer has become one of the most important causes of mortality that human beings have faced in this century. Because the digestive system is a region where nutrients are involved and processed in the human body, colorectal cancer (CRC) has been increasing in recent years due to irregular and bad nutrition, stress, immobility and increased environmental pollution. Early detection has become one of the most important ways to stay alive in cancer. In recent years, artificial intelligence studies have begun to be used in the diagnosis and treatment of cancer. In this study, there is a search for early and practical diagnosis by analyzing some blood data acquisition related to colon cancer from different literatures together. Seven different biomarkers and blood-related gene data acquisition were used in the literature and WBC, CRP and CEA type may be used as biomarkers to diagnosis and follow-up for colorectal cancer.
Keywords
References
- 1. Hanahan D, Weinberg RA, 2000. The hallmarks of cancer. Cell. 100: 57–70.
- 2. Gupta SC, et al.. 2010. Cancer Metastasis Re. 3: 405-34.
- 3. Ferlay J, Soerjomataram I, and Ervik M. 2013. GLOBOCAN 2012 v1.0, Cancer Incidence and Mortality Worldwide. IARC Cancer Base. 11, Lyon.
- 4. IARC Handbooks of Cancer Prevention Volume 17: Colorectal Cancer Screening. 2018. 256.
- 5. Han J, Kamber M, Pei J. 2012. Data Mining Concepts and Techniques. Third Edition, Elsevier.
- 6. Jothi N. Abdul-Rashid NA, Husain W. 2015. Data Mining in Healthcare, Procedia Computer Science. 72: 306 – 313.
- 7. Peterková A, Michaľčonok G. 2016. Preprocessing Raw Data In Clinical Medicine For A Data Mining Purpose, The Journal of Slovak University of Technolog. 24: 117–122.
- 8. Paik KY, Lee IK, Lee YS, Sung NY, Kwon TS. 2014. Clinical Implications of Systemic Inflammatory Response Markers as Independent Prognostic Factors in Colorectal Cancer Patients, Cancer Research Treatment. 46 : 65-73.
Details
Primary Language
English
Subjects
Health Care Administration
Journal Section
Research Article
Authors
Publication Date
September 25, 2020
Submission Date
May 6, 2019
Acceptance Date
June 9, 2020
Published in Issue
Year 2020 Volume: 29 Number: 2